From a8ce91f7901f9f91dab1fdaa09903208de466535 Mon Sep 17 00:00:00 2001 From: zhouwei713 <736552883@qq.com> Date: Wed, 13 Nov 2019 15:07:23 +0800 Subject: [PATCH] add gdp regression code --- .idea/workspace.xml | 20 +- .../GDP_analyse-checkpoint.ipynb | 7133 +++++++++++++++++ .../Untitled-checkpoint.ipynb | 6 + ...PI_NY.GDP.MKTP.CD_DS2_zh_csv_v2_424460.zip | Bin 0 -> 115590 bytes GDP_analyse/Country_data.csv | 267 + GDP_analyse/GDP_analyse.ipynb | 7133 +++++++++++++++++ GDP_analyse/GDP_data.csv | 265 + ...PI_NY.GDP.MKTP.CD_DS2_zh_csv_v2_424460.csv | 2 + GDP_analyse/Untitled.ipynb | 6 + GDP_analyse/test.txt | 3 + GDP_regression/Country_data.csv | 267 + GDP_regression/GDP_data.csv | 265 + GDP_regression/main.py | 120 + football/yingchao/analyse.py | 6 +- 14 files changed, 15479 insertions(+), 14 deletions(-) create mode 100644 GDP_analyse/.ipynb_checkpoints/GDP_analyse-checkpoint.ipynb create mode 100644 GDP_analyse/.ipynb_checkpoints/Untitled-checkpoint.ipynb create mode 100644 GDP_analyse/API_NY.GDP.MKTP.CD_DS2_zh_csv_v2_424460.zip create mode 100644 GDP_analyse/Country_data.csv create mode 100644 GDP_analyse/GDP_analyse.ipynb create mode 100644 GDP_analyse/GDP_data.csv create mode 100644 GDP_analyse/Metadata_Indicator_API_NY.GDP.MKTP.CD_DS2_zh_csv_v2_424460.csv create mode 100644 GDP_analyse/Untitled.ipynb create mode 100644 GDP_analyse/test.txt create mode 100644 GDP_regression/Country_data.csv create mode 100644 GDP_regression/GDP_data.csv create mode 100644 GDP_regression/main.py diff --git a/.idea/workspace.xml b/.idea/workspace.xml index 6d59da9..48cc8db 100644 --- a/.idea/workspace.xml +++ b/.idea/workspace.xml @@ -3,10 +3,7 @@ - - - - + - - - - + - + + + + @@ -275,7 +272,8 @@ - + + diff --git a/GDP_analyse/.ipynb_checkpoints/GDP_analyse-checkpoint.ipynb b/GDP_analyse/.ipynb_checkpoints/GDP_analyse-checkpoint.ipynb new file mode 100644 index 0000000..7b87c81 --- /dev/null +++ b/GDP_analyse/.ipynb_checkpoints/GDP_analyse-checkpoint.ipynb @@ -0,0 +1,7133 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "from pyecharts import options as opts\n", + "from pyecharts.charts import Pie, Bar" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "gdp = pd.read_csv('GDP_data.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "country = pd.read_csv('Country_data.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "country_data = country.dropna(subset=['Income_Group'])" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeRegionIncome_GroupUnnamed: 4
0阿鲁巴ABWNaN高收入国家NaN
1阿富汗AFG南亚低收入国家NaN
2安哥拉AGO撒哈拉以南非洲地区（不包括高收入）中低等收入国家NaN
3阿尔巴尼亚ALB欧洲与中亚地区（不包括高收入）中高等收入国家NaN
4安道尔共和国ANDNaN高收入国家NaN
..................
259科索沃XKX欧洲与中亚地区（不包括高收入）中高等收入国家NaN
260也门共和国YEM中东与北非地区（不包括高收入）低收入国家NaN
261南非ZAF撒哈拉以南非洲地区（不包括高收入）中高等收入国家NaN
262赞比亚ZMB撒哈拉以南非洲地区（不包括高收入）中低等收入国家NaN
263津巴布韦ZWE撒哈拉以南非洲地区（不包括高收入）中低等收入国家NaN
\n", + "

217 rows × 5 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Region Income_Group Unnamed: 4\n", + "0 阿鲁巴 ABW NaN 高收入国家 NaN\n", + "1 阿富汗 AFG 南亚 低收入国家 NaN\n", + "2 安哥拉 AGO 撒哈拉以南非洲地区（不包括高收入） 中低等收入国家 NaN\n", + "3 阿尔巴尼亚 ALB 欧洲与中亚地区（不包括高收入） 中高等收入国家 NaN\n", + "4 安道尔共和国 AND NaN 高收入国家 NaN\n", + ".. ... ... ... ... ...\n", + "259 科索沃 XKX 欧洲与中亚地区（不包括高收入） 中高等收入国家 NaN\n", + "260 也门共和国 YEM 中东与北非地区（不包括高收入） 低收入国家 NaN\n", + "261 南非 ZAF 撒哈拉以南非洲地区（不包括高收入） 中高等收入国家 NaN\n", + "262 赞比亚 ZMB 撒哈拉以南非洲地区（不包括高收入） 中低等收入国家 NaN\n", + "263 津巴布韦 ZWE 撒哈拉以南非洲地区（不包括高收入） 中低等收入国家 NaN\n", + "\n", + "[217 rows x 5 columns]" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "country_data" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [], + "source": [ + "rank_cuntry = country_data.groupby('Income_Group').size()" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[47, 60, 31, 79]" + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "country_data.groupby('Income_Group').size().values.tolist()" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 81, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# 各个收入等级分布\n", + "pie = Pie()\n", + "pie.add(\"\", [list(z) for z in zip(rank_cuntry.index.tolist(), rank_cuntry.values.tolist())],\n", + " radius=[\"30%\", \"75%\"], center=[\"45%\", \"50%\"], rosetype=\"radius\",\n", + " )\n", + "pie.set_global_opts(title_opts=opts.TitleOpts(title=\"各个收入等级分布\"))\n", + "pie.set_series_opts(label_opts=opts.LabelOpts(formatter=\"{b}, {d}%\"))\n", + "pie.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": {}, + "outputs": [], + "source": [ + "high = country_data[country_data['Income_Group'] == '高收入国家']" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# 高收入国家2018年的GDP\n", + "high_gdp = pd.merge(high, gdp, how='inner')\n", + "high_gdp['2018'] = high_gdp['2018'].apply(lambda x: x/1000000000000)\n", + "high_gdp_top10 = high_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:10]" + ] + }, + { + "cell_type": "code", + "execution_count": 101, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 101, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bar = Bar()\n", + "bar.add_xaxis(high_gdp_top10['Country Name'].values.tolist())\n", + "bar.add_yaxis(\"\", high_gdp_top10['2018'].values.tolist())\n", + "bar.reversal_axis()\n", + "bar.set_series_opts(label_opts=opts.LabelOpts(position=\"right\"))\n", + "bar.set_global_opts(title_opts=opts.TitleOpts(title=\"高收入国家GDP Top10\", subtitle=\"\"),\n", + " xaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " ),)\n", + "bar.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 113, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "high_gdp_top20 = high_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:20]\n", + "\n", + "bar = Bar()\n", + "bar.add_xaxis(high_gdp_top20['Country Name'].values.tolist())\n", + "bar.add_yaxis(\"\", high_gdp_top20['2018'].values.tolist())\n", + "bar.reversal_axis()\n", + "bar.set_series_opts(label_opts=opts.LabelOpts(position=\"right\"))\n", + "bar.set_global_opts(title_opts=opts.TitleOpts(title=\"高收入国家GDP Top20\", subtitle=\"\"),\n", + " xaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " ),)\n", + "bar.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 119, + "metadata": {}, + "outputs": [], + "source": [ + "# 中高等收入国家\n", + "mid_high = country_data[country_data['Income_Group'] == '中高等收入国家']\n", + "mid_high_gdp = pd.merge(mid_high, gdp, how='inner')\n", + "mid_high_gdp['2018'] = mid_high_gdp['2018'].apply(lambda x: x/1000000000000)\n", + "mid_high_gdp_top10 = mid_high_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:10]\n", + "mid_high_gdp_top20 = mid_high_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:20]" + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 117, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bar = Bar()\n", + "bar.add_xaxis(mid_high_gdp_top10['Country Name'].values.tolist())\n", + "bar.add_yaxis(\"\", mid_high_gdp_top10['2018'].values.tolist())\n", + "bar.reversal_axis()\n", + "bar.set_series_opts(label_opts=opts.LabelOpts(position=\"right\"))\n", + "bar.set_global_opts(title_opts=opts.TitleOpts(title=\"中高等收入国家GDP Top10\", subtitle=\"\"),\n", + " xaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " ),)\n", + "bar.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 120, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 120, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bar = Bar()\n", + "bar.add_xaxis(mid_high_gdp_top20['Country Name'].values.tolist())\n", + "bar.add_yaxis(\"\", mid_high_gdp_top20['2018'].values.tolist())\n", + "bar.reversal_axis()\n", + "bar.set_series_opts(label_opts=opts.LabelOpts(position=\"right\"))\n", + "bar.set_global_opts(title_opts=opts.TitleOpts(title=\"中高等收入国家GDP Top20\", subtitle=\"\"),\n", + " xaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " ),)\n", + "bar.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "metadata": {}, + "outputs": [], + "source": [ + "# 中低等收入国家\n", + "mid_low = country_data[country_data['Income_Group'] == '中低等收入国家']\n", + "mid_low_gdp = pd.merge(mid_low, gdp, how='inner')\n", + "mid_low_gdp['2018'] = mid_low_gdp['2018'].apply(lambda x: x/1000000000000)\n", + "mid_low_gdp_top10 = mid_low_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:10]\n", + "mid_low_gdp_top20 = mid_low_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:20]" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 122, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bar = Bar()\n", + "bar.add_xaxis(mid_low_gdp_top10['Country Name'].values.tolist())\n", + "bar.add_yaxis(\"\", mid_low_gdp_top10['2018'].values.tolist())\n", + "bar.reversal_axis()\n", + "bar.set_series_opts(label_opts=opts.LabelOpts(position=\"right\"))\n", + "bar.set_global_opts(title_opts=opts.TitleOpts(title=\"中低等收入国家GDP Top10\", subtitle=\"\"),\n", + " xaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " ),)\n", + "bar.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 123, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bar = Bar()\n", + "bar.add_xaxis(mid_low_gdp_top20['Country Name'].values.tolist())\n", + "bar.add_yaxis(\"\", mid_low_gdp_top20['2018'].values.tolist())\n", + "bar.reversal_axis()\n", + "bar.set_series_opts(label_opts=opts.LabelOpts(position=\"right\"))\n", + "bar.set_global_opts(title_opts=opts.TitleOpts(title=\"中低等收入国家GDP Top20\", subtitle=\"\"),\n", + " xaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " ),)\n", + "bar.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "metadata": {}, + "outputs": [], + "source": [ + "# 低等收入国家\n", + "low = country_data[country_data['Income_Group'] == '低收入国家']\n", + "low_gdp = pd.merge(low, gdp, how='inner')\n", + "low_gdp['2018'] = low_gdp['2018'].apply(lambda x: x/1000000000000)\n", + "low_gdp_top10 = low_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:10]\n", + "low_gdp_top20 = low_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:20]" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 127, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bar = Bar()\n", + "bar.add_xaxis(low_gdp_top10['Country Name'].values.tolist())\n", + "bar.add_yaxis(\"\", low_gdp_top10['2018'].values.tolist())\n", + "bar.reversal_axis()\n", + "bar.set_series_opts(label_opts=opts.LabelOpts(position=\"right\"))\n", + "bar.set_global_opts(title_opts=opts.TitleOpts(title=\"低等收入国家GDP Top10\", subtitle=\"\"),\n", + " xaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " ),)\n", + "bar.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 129, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 129, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bar = Bar()\n", + "bar.add_xaxis(low_gdp_top20['Country Name'].values.tolist())\n", + "bar.add_yaxis(\"\", low_gdp_top20['2018'].values.tolist())\n", + "bar.reversal_axis()\n", + "bar.set_series_opts(label_opts=opts.LabelOpts(position=\"right\"))\n", + "bar.set_global_opts(title_opts=opts.TitleOpts(title=\"低等收入国家GDP Top20\", subtitle=\"\"),\n", + " xaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " ),)\n", + "bar.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeRegionIncome_GroupUnnamed: 4Indicator NameIndicator Code196019611962...201120122013201420152016201720182019Unnamed: 64
0阿鲁巴ABWNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...2.549721e+092.534637e+092.581564e+092.649721e+092.691620e+092.646927e+092.700559e+09NaNNaNNaN
1安道尔共和国ANDNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...3.442063e+093.164615e+093.281585e+093.350736e+092.811489e+092.877312e+093.013387e+093.236544e+09NaNNaN
2阿拉伯联合酋长国ARENaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...3.506660e+113.745906e+113.901076e+114.031371e+113.581351e+113.570451e+113.825751e+114.141789e+11NaNNaN
3安提瓜和巴布达ATGNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...1.142043e+091.211412e+091.192920e+091.275577e+091.359195e+091.464630e+091.510085e+091.623804e+09NaNNaN
4澳大利亚AUSNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD1.857767e+101.965394e+101.989249e+10...1.396650e+121.546152e+121.576184e+121.467484e+121.351520e+121.210028e+121.330803e+121.432195e+12NaNNaN
..................................................................
74特立尼达和多巴哥TTONaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD5.356701e+085.849612e+086.193192e+08...2.543301e+102.576933e+102.711026e+102.747797e+102.512152e+102.174639e+102.225046e+102.341035e+10NaNNaN
75乌拉圭URYNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD1.242289e+091.547389e+091.710004e+09...4.796244e+105.126439e+105.753123e+105.723601e+105.327430e+105.268761e+105.648899e+105.959689e+10NaNNaN
76美国USANaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD5.433000e+115.633000e+116.051000e+11...1.554258e+131.619701e+131.678485e+131.752175e+131.821930e+131.870719e+131.948539e+132.049410e+13NaNNaN
77英屬維爾京群島VGBNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
78美属维京群岛VIRNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...4.239000e+094.095000e+093.762000e+093.622000e+093.748000e+093.863000e+093.855000e+09NaNNaNNaN
\n", + "

79 rows × 68 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Region Income_Group Unnamed: 4 Indicator Name \\\n", + "0 阿鲁巴 ABW NaN 高收入国家 NaN GDP（现价美元） \n", + "1 安道尔共和国 AND NaN 高收入国家 NaN GDP（现价美元） \n", + "2 阿拉伯联合酋长国 ARE NaN 高收入国家 NaN GDP（现价美元） \n", + "3 安提瓜和巴布达 ATG NaN 高收入国家 NaN GDP（现价美元） \n", + "4 澳大利亚 AUS NaN 高收入国家 NaN GDP（现价美元） \n", + ".. ... ... ... ... ... ... \n", + "74 特立尼达和多巴哥 TTO NaN 高收入国家 NaN GDP（现价美元） \n", + "75 乌拉圭 URY NaN 高收入国家 NaN GDP（现价美元） \n", + "76 美国 USA NaN 高收入国家 NaN GDP（现价美元） \n", + "77 英屬維爾京群島 VGB NaN 高收入国家 NaN GDP（现价美元） \n", + "78 美属维京群岛 VIR NaN 高收入国家 NaN GDP（现价美元） \n", + "\n", + " Indicator Code 1960 1961 1962 ... \\\n", + "0 NY.GDP.MKTP.CD NaN NaN NaN ... \n", + "1 NY.GDP.MKTP.CD NaN NaN NaN ... \n", + "2 NY.GDP.MKTP.CD NaN NaN NaN ... \n", + "3 NY.GDP.MKTP.CD NaN NaN NaN ... \n", + "4 NY.GDP.MKTP.CD 1.857767e+10 1.965394e+10 1.989249e+10 ... \n", + ".. ... ... ... ... ... \n", + "74 NY.GDP.MKTP.CD 5.356701e+08 5.849612e+08 6.193192e+08 ... \n", + "75 NY.GDP.MKTP.CD 1.242289e+09 1.547389e+09 1.710004e+09 ... \n", + "76 NY.GDP.MKTP.CD 5.433000e+11 5.633000e+11 6.051000e+11 ... \n", + "77 NY.GDP.MKTP.CD NaN NaN NaN ... \n", + "78 NY.GDP.MKTP.CD NaN NaN NaN ... \n", + "\n", + " 2011 2012 2013 2014 2015 \\\n", + "0 2.549721e+09 2.534637e+09 2.581564e+09 2.649721e+09 2.691620e+09 \n", + "1 3.442063e+09 3.164615e+09 3.281585e+09 3.350736e+09 2.811489e+09 \n", + "2 3.506660e+11 3.745906e+11 3.901076e+11 4.031371e+11 3.581351e+11 \n", + "3 1.142043e+09 1.211412e+09 1.192920e+09 1.275577e+09 1.359195e+09 \n", + "4 1.396650e+12 1.546152e+12 1.576184e+12 1.467484e+12 1.351520e+12 \n", + ".. ... ... ... ... ... \n", + "74 2.543301e+10 2.576933e+10 2.711026e+10 2.747797e+10 2.512152e+10 \n", + "75 4.796244e+10 5.126439e+10 5.753123e+10 5.723601e+10 5.327430e+10 \n", + "76 1.554258e+13 1.619701e+13 1.678485e+13 1.752175e+13 1.821930e+13 \n", + "77 NaN NaN NaN NaN NaN \n", + "78 4.239000e+09 4.095000e+09 3.762000e+09 3.622000e+09 3.748000e+09 \n", + "\n", + " 2016 2017 2018 2019 Unnamed: 64 \n", + "0 2.646927e+09 2.700559e+09 NaN NaN NaN \n", + "1 2.877312e+09 3.013387e+09 3.236544e+09 NaN NaN \n", + "2 3.570451e+11 3.825751e+11 4.141789e+11 NaN NaN \n", + "3 1.464630e+09 1.510085e+09 1.623804e+09 NaN NaN \n", + "4 1.210028e+12 1.330803e+12 1.432195e+12 NaN NaN \n", + ".. ... ... ... ... ... \n", + "74 2.174639e+10 2.225046e+10 2.341035e+10 NaN NaN \n", + "75 5.268761e+10 5.648899e+10 5.959689e+10 NaN NaN \n", + "76 1.870719e+13 1.948539e+13 2.049410e+13 NaN NaN \n", + "77 NaN NaN NaN NaN NaN \n", + "78 3.863000e+09 3.855000e+09 NaN NaN NaN \n", + "\n", + "[79 rows x 68 columns]" + ] + }, + "execution_count": 91, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "high_gdp" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeIndicator NameIndicator Code196019611962196319641965...201120122013201420152016201720182019Unnamed: 64
0阿鲁巴ABWGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaNNaNNaNNaN...2.549721e+092.534637e+092.581564e+092.649721e+092.691620e+092.646927e+092.700559e+09NaNNaNNaN
1阿富汗AFGGDP（现价美元）NY.GDP.MKTP.CD5.377778e+085.488889e+085.466667e+087.511112e+088.000000e+081.006667e+09...1.780428e+102.000162e+102.056105e+102.048487e+101.990711e+101.936264e+102.019176e+101.936297e+10NaNNaN
2安哥拉AGOGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaNNaNNaNNaN...1.117897e+111.280529e+111.367099e+111.457122e+111.161936e+111.011239e+111.221238e+111.057510e+11NaNNaN
3阿尔巴尼亚ALBGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaNNaNNaNNaN...1.289087e+101.231978e+101.277628e+101.322825e+101.138693e+101.186135e+101.302506e+101.505888e+10NaNNaN
4安道尔共和国ANDGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaNNaNNaNNaN...3.442063e+093.164615e+093.281585e+093.350736e+092.811489e+092.877312e+093.013387e+093.236544e+09NaNNaN
..................................................................
259科索沃XKXGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaNNaNNaNNaN...6.691827e+096.499936e+097.071960e+097.386891e+096.440612e+096.714712e+097.227765e+097.900269e+09NaNNaN
260也门共和国YEMGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaNNaNNaNNaN...3.272642e+103.540134e+104.041523e+104.322859e+104.262833e+103.096824e+102.681870e+102.691440e+10NaNNaN
261南非ZAFGDP（现价美元）NY.GDP.MKTP.CD7.575397e+097.972997e+098.497997e+099.423396e+091.037400e+101.133440e+10...4.164170e+113.963294e+113.666449e+113.506376e+113.174156e+112.963409e+113.492681e+113.682882e+11NaNNaN
262赞比亚ZMBGDP（现价美元）NY.GDP.MKTP.CD7.130000e+086.962857e+086.931429e+087.187143e+088.394286e+081.082857e+09...2.346010e+102.550337e+102.804546e+102.715063e+102.115439e+102.095475e+102.586814e+102.672007e+10NaNNaN
263津巴布韦ZWEGDP（现价美元）NY.GDP.MKTP.CD1.052990e+091.096647e+091.117602e+091.159512e+091.217138e+091.311436e+09...1.410192e+101.711485e+101.909102e+101.949552e+101.996312e+102.054868e+102.281301e+103.100052e+10NaNNaN
\n", + "

264 rows × 65 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Indicator Name Indicator Code 1960 \\\n", + "0 阿鲁巴 ABW GDP（现价美元） NY.GDP.MKTP.CD NaN \n", + "1 阿富汗 AFG GDP（现价美元） NY.GDP.MKTP.CD 5.377778e+08 \n", + "2 安哥拉 AGO GDP（现价美元） NY.GDP.MKTP.CD NaN \n", + "3 阿尔巴尼亚 ALB GDP（现价美元） NY.GDP.MKTP.CD NaN \n", + "4 安道尔共和国 AND GDP（现价美元） NY.GDP.MKTP.CD NaN \n", + ".. ... ... ... ... ... \n", + "259 科索沃 XKX GDP（现价美元） NY.GDP.MKTP.CD NaN \n", + "260 也门共和国 YEM GDP（现价美元） NY.GDP.MKTP.CD NaN \n", + "261 南非 ZAF GDP（现价美元） NY.GDP.MKTP.CD 7.575397e+09 \n", + "262 赞比亚 ZMB GDP（现价美元） NY.GDP.MKTP.CD 7.130000e+08 \n", + "263 津巴布韦 ZWE GDP（现价美元） NY.GDP.MKTP.CD 1.052990e+09 \n", + "\n", + " 1961 1962 1963 1964 1965 \\\n", + "0 NaN NaN NaN NaN NaN \n", + "1 5.488889e+08 5.466667e+08 7.511112e+08 8.000000e+08 1.006667e+09 \n", + "2 NaN NaN NaN NaN NaN \n", + "3 NaN NaN NaN NaN NaN \n", + "4 NaN NaN NaN NaN NaN \n", + ".. ... ... ... ... ... \n", + "259 NaN NaN NaN NaN NaN \n", + "260 NaN NaN NaN NaN NaN \n", + "261 7.972997e+09 8.497997e+09 9.423396e+09 1.037400e+10 1.133440e+10 \n", + "262 6.962857e+08 6.931429e+08 7.187143e+08 8.394286e+08 1.082857e+09 \n", + "263 1.096647e+09 1.117602e+09 1.159512e+09 1.217138e+09 1.311436e+09 \n", + "\n", + " ... 2011 2012 2013 2014 \\\n", + "0 ... 2.549721e+09 2.534637e+09 2.581564e+09 2.649721e+09 \n", + "1 ... 1.780428e+10 2.000162e+10 2.056105e+10 2.048487e+10 \n", + "2 ... 1.117897e+11 1.280529e+11 1.367099e+11 1.457122e+11 \n", + "3 ... 1.289087e+10 1.231978e+10 1.277628e+10 1.322825e+10 \n", + "4 ... 3.442063e+09 3.164615e+09 3.281585e+09 3.350736e+09 \n", + ".. ... ... ... ... ... \n", + "259 ... 6.691827e+09 6.499936e+09 7.071960e+09 7.386891e+09 \n", + "260 ... 3.272642e+10 3.540134e+10 4.041523e+10 4.322859e+10 \n", + "261 ... 4.164170e+11 3.963294e+11 3.666449e+11 3.506376e+11 \n", + "262 ... 2.346010e+10 2.550337e+10 2.804546e+10 2.715063e+10 \n", + "263 ... 1.410192e+10 1.711485e+10 1.909102e+10 1.949552e+10 \n", + "\n", + " 2015 2016 2017 2018 2019 Unnamed: 64 \n", + "0 2.691620e+09 2.646927e+09 2.700559e+09 NaN NaN NaN \n", + "1 1.990711e+10 1.936264e+10 2.019176e+10 1.936297e+10 NaN NaN \n", + "2 1.161936e+11 1.011239e+11 1.221238e+11 1.057510e+11 NaN NaN \n", + "3 1.138693e+10 1.186135e+10 1.302506e+10 1.505888e+10 NaN NaN \n", + "4 2.811489e+09 2.877312e+09 3.013387e+09 3.236544e+09 NaN NaN \n", + ".. ... ... ... ... ... ... \n", + "259 6.440612e+09 6.714712e+09 7.227765e+09 7.900269e+09 NaN NaN \n", + "260 4.262833e+10 3.096824e+10 2.681870e+10 2.691440e+10 NaN NaN \n", + "261 3.174156e+11 2.963409e+11 3.492681e+11 3.682882e+11 NaN NaN \n", + "262 2.115439e+10 2.095475e+10 2.586814e+10 2.672007e+10 NaN NaN \n", + "263 1.996312e+10 2.054868e+10 2.281301e+10 3.100052e+10 NaN NaN \n", + "\n", + "[264 rows x 65 columns]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gdp" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "country_gdp = pd.merge(country_data, gdp, how='inner')" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeRegionIncome_GroupUnnamed: 4Indicator NameIndicator Code196019611962...201120122013201420152016201720182019Unnamed: 64
0阿鲁巴ABWNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...2.549721e+092.534637e+092.581564e+092.649721e+092.691620e+092.646927e+092.700559e+09NaNNaNNaN
1阿富汗AFG南亚低收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD5.377778e+085.488889e+085.466667e+08...1.780428e+102.000162e+102.056105e+102.048487e+101.990711e+101.936264e+102.019176e+101.936297e+10NaNNaN
2安哥拉AGO撒哈拉以南非洲地区（不包括高收入）中低等收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...1.117897e+111.280529e+111.367099e+111.457122e+111.161936e+111.011239e+111.221238e+111.057510e+11NaNNaN
3阿尔巴尼亚ALB欧洲与中亚地区（不包括高收入）中高等收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...1.289087e+101.231978e+101.277628e+101.322825e+101.138693e+101.186135e+101.302506e+101.505888e+10NaNNaN
4安道尔共和国ANDNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...3.442063e+093.164615e+093.281585e+093.350736e+092.811489e+092.877312e+093.013387e+093.236544e+09NaNNaN
..................................................................
211科索沃XKX欧洲与中亚地区（不包括高收入）中高等收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...6.691827e+096.499936e+097.071960e+097.386891e+096.440612e+096.714712e+097.227765e+097.900269e+09NaNNaN
212也门共和国YEM中东与北非地区（不包括高收入）低收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...3.272642e+103.540134e+104.041523e+104.322859e+104.262833e+103.096824e+102.681870e+102.691440e+10NaNNaN
213南非ZAF撒哈拉以南非洲地区（不包括高收入）中高等收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD7.575397e+097.972997e+098.497997e+09...4.164170e+113.963294e+113.666449e+113.506376e+113.174156e+112.963409e+113.492681e+113.682882e+11NaNNaN
214赞比亚ZMB撒哈拉以南非洲地区（不包括高收入）中低等收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD7.130000e+086.962857e+086.931429e+08...2.346010e+102.550337e+102.804546e+102.715063e+102.115439e+102.095475e+102.586814e+102.672007e+10NaNNaN
215津巴布韦ZWE撒哈拉以南非洲地区（不包括高收入）中低等收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD1.052990e+091.096647e+091.117602e+09...1.410192e+101.711485e+101.909102e+101.949552e+101.996312e+102.054868e+102.281301e+103.100052e+10NaNNaN
\n", + "

216 rows × 68 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Region Income_Group Unnamed: 4 \\\n", + "0 阿鲁巴 ABW NaN 高收入国家 NaN \n", + "1 阿富汗 AFG 南亚 低收入国家 NaN \n", + "2 安哥拉 AGO 撒哈拉以南非洲地区（不包括高收入） 中低等收入国家 NaN \n", + "3 阿尔巴尼亚 ALB 欧洲与中亚地区（不包括高收入） 中高等收入国家 NaN \n", + "4 安道尔共和国 AND NaN 高收入国家 NaN \n", + ".. ... ... ... ... ... \n", + "211 科索沃 XKX 欧洲与中亚地区（不包括高收入） 中高等收入国家 NaN \n", + "212 也门共和国 YEM 中东与北非地区（不包括高收入） 低收入国家 NaN \n", + "213 南非 ZAF 撒哈拉以南非洲地区（不包括高收入） 中高等收入国家 NaN \n", + "214 赞比亚 ZMB 撒哈拉以南非洲地区（不包括高收入） 中低等收入国家 NaN \n", + "215 津巴布韦 ZWE 撒哈拉以南非洲地区（不包括高收入） 中低等收入国家 NaN \n", + "\n", + " Indicator Name Indicator Code 1960 1961 1962 \\\n", + "0 GDP（现价美元） NY.GDP.MKTP.CD NaN NaN NaN \n", + "1 GDP（现价美元） NY.GDP.MKTP.CD 5.377778e+08 5.488889e+08 5.466667e+08 \n", + "2 GDP（现价美元） NY.GDP.MKTP.CD NaN NaN NaN \n", + "3 GDP（现价美元） NY.GDP.MKTP.CD NaN NaN NaN \n", + "4 GDP（现价美元） NY.GDP.MKTP.CD NaN NaN NaN \n", + ".. ... ... ... ... ... \n", + "211 GDP（现价美元） NY.GDP.MKTP.CD NaN NaN NaN \n", + "212 GDP（现价美元） NY.GDP.MKTP.CD NaN NaN NaN \n", + "213 GDP（现价美元） NY.GDP.MKTP.CD 7.575397e+09 7.972997e+09 8.497997e+09 \n", + "214 GDP（现价美元） NY.GDP.MKTP.CD 7.130000e+08 6.962857e+08 6.931429e+08 \n", + "215 GDP（现价美元） NY.GDP.MKTP.CD 1.052990e+09 1.096647e+09 1.117602e+09 \n", + "\n", + " ... 2011 2012 2013 2014 \\\n", + "0 ... 2.549721e+09 2.534637e+09 2.581564e+09 2.649721e+09 \n", + "1 ... 1.780428e+10 2.000162e+10 2.056105e+10 2.048487e+10 \n", + "2 ... 1.117897e+11 1.280529e+11 1.367099e+11 1.457122e+11 \n", + "3 ... 1.289087e+10 1.231978e+10 1.277628e+10 1.322825e+10 \n", + "4 ... 3.442063e+09 3.164615e+09 3.281585e+09 3.350736e+09 \n", + ".. ... ... ... ... ... \n", + "211 ... 6.691827e+09 6.499936e+09 7.071960e+09 7.386891e+09 \n", + "212 ... 3.272642e+10 3.540134e+10 4.041523e+10 4.322859e+10 \n", + "213 ... 4.164170e+11 3.963294e+11 3.666449e+11 3.506376e+11 \n", + "214 ... 2.346010e+10 2.550337e+10 2.804546e+10 2.715063e+10 \n", + "215 ... 1.410192e+10 1.711485e+10 1.909102e+10 1.949552e+10 \n", + "\n", + " 2015 2016 2017 2018 2019 Unnamed: 64 \n", + "0 2.691620e+09 2.646927e+09 2.700559e+09 NaN NaN NaN \n", + "1 1.990711e+10 1.936264e+10 2.019176e+10 1.936297e+10 NaN NaN \n", + "2 1.161936e+11 1.011239e+11 1.221238e+11 1.057510e+11 NaN NaN \n", + "3 1.138693e+10 1.186135e+10 1.302506e+10 1.505888e+10 NaN NaN \n", + "4 2.811489e+09 2.877312e+09 3.013387e+09 3.236544e+09 NaN NaN \n", + ".. ... ... ... ... ... ... \n", + "211 6.440612e+09 6.714712e+09 7.227765e+09 7.900269e+09 NaN NaN \n", + "212 4.262833e+10 3.096824e+10 2.681870e+10 2.691440e+10 NaN NaN \n", + "213 3.174156e+11 2.963409e+11 3.492681e+11 3.682882e+11 NaN NaN \n", + "214 2.115439e+10 2.095475e+10 2.586814e+10 2.672007e+10 NaN NaN \n", + "215 1.996312e+10 2.054868e+10 2.281301e+10 3.100052e+10 NaN NaN \n", + "\n", + "[216 rows x 68 columns]" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "country_gdp" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [], + "source": [ + "# country_gdp['2018'] = country_gdp['2018'].apply(lambda x: x/1000000000000)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry Code2018
202美国USA20.494100
36中国CHN13.608152
97日本JPN4.970916
50德国DEU3.996759
68英国GBR2.825208
64法国FRA2.777535
89印度IND2.726323
94意大利ITA2.073902
26巴西BRA1.868626
32加拿大CAN1.712510
164俄罗斯联邦RUS1.657554
104大韩民国KOR1.619424
10澳大利亚AUS1.432195
59西班牙ESP1.426189
124墨西哥MEX1.223809
87印度尼西亚IDN1.042173
143荷兰NLD0.913658
166沙特阿拉伯SAU0.782483
196土耳其TUR0.766509
33瑞士CHE0.705501
155波兰POL0.585783
181瑞典SWE0.551032
14比利时BEL0.531767
6阿根廷ARG0.518475
189泰国THA0.504993
11奥地利AUT0.455737
144挪威NOR0.434751
5阿拉伯联合酋长国ARE0.414179
141尼日利亚NGA0.397270
90爱尔兰IRL0.382487
93以色列ISR0.369690
213南非ZAF0.368288
169新加坡SGP0.364157
82中国香港特别行政区HKG0.362993
137马来西亚MYS0.354348
53丹麦DNK0.352058
152菲律宾PHL0.330910
41哥伦比亚COL0.330228
149巴基斯坦PAK0.312570
35智利CHL0.298231
17孟加拉国BGD0.274025
62芬兰FIN0.273961
57阿拉伯埃及共和国EGY0.250895
49捷克共和国CZE0.245226
208越南VNM0.244948
163罗马尼亚ROU0.239553
158葡萄牙PRT0.237979
91伊拉克IRQ0.225914
151秘鲁PER0.222238
76希腊GRC0.218032
147新西兰NZL0.205025
162卡塔尔QAT0.192009
55阿尔及利亚DZA0.180689
98哈萨克斯坦KAZ0.170539
86匈牙利HUN0.155703
105科威特KWT0.141678
200乌克兰UKR0.130832
119摩洛哥MAR0.118495
56厄瓜多尔ECU0.108398
179斯洛伐克共和国SVK0.106472
\n", + "
" + ], + "text/plain": [ + " Country Name Country Code 2018\n", + "202 美国 USA 20.494100\n", + "36 中国 CHN 13.608152\n", + "97 日本 JPN 4.970916\n", + "50 德国 DEU 3.996759\n", + "68 英国 GBR 2.825208\n", + "64 法国 FRA 2.777535\n", + "89 印度 IND 2.726323\n", + "94 意大利 ITA 2.073902\n", + "26 巴西 BRA 1.868626\n", + "32 加拿大 CAN 1.712510\n", + "164 俄罗斯联邦 RUS 1.657554\n", + "104 大韩民国 KOR 1.619424\n", + "10 澳大利亚 AUS 1.432195\n", + "59 西班牙 ESP 1.426189\n", + "124 墨西哥 MEX 1.223809\n", + "87 印度尼西亚 IDN 1.042173\n", + "143 荷兰 NLD 0.913658\n", + "166 沙特阿拉伯 SAU 0.782483\n", + "196 土耳其 TUR 0.766509\n", + "33 瑞士 CHE 0.705501\n", + "155 波兰 POL 0.585783\n", + "181 瑞典 SWE 0.551032\n", + "14 比利时 BEL 0.531767\n", + "6 阿根廷 ARG 0.518475\n", + "189 泰国 THA 0.504993\n", + "11 奥地利 AUT 0.455737\n", + "144 挪威 NOR 0.434751\n", + "5 阿拉伯联合酋长国 ARE 0.414179\n", + "141 尼日利亚 NGA 0.397270\n", + "90 爱尔兰 IRL 0.382487\n", + "93 以色列 ISR 0.369690\n", + "213 南非 ZAF 0.368288\n", + "169 新加坡 SGP 0.364157\n", + "82 中国香港特别行政区 HKG 0.362993\n", + "137 马来西亚 MYS 0.354348\n", + "53 丹麦 DNK 0.352058\n", + "152 菲律宾 PHL 0.330910\n", + "41 哥伦比亚 COL 0.330228\n", + "149 巴基斯坦 PAK 0.312570\n", + "35 智利 CHL 0.298231\n", + "17 孟加拉国 BGD 0.274025\n", + "62 芬兰 FIN 0.273961\n", + "57 阿拉伯埃及共和国 EGY 0.250895\n", + "49 捷克共和国 CZE 0.245226\n", + "208 越南 VNM 0.244948\n", + "163 罗马尼亚 ROU 0.239553\n", + "158 葡萄牙 PRT 0.237979\n", + "91 伊拉克 IRQ 0.225914\n", + "151 秘鲁 PER 0.222238\n", + "76 希腊 GRC 0.218032\n", + "147 新西兰 NZL 0.205025\n", + "162 卡塔尔 QAT 0.192009\n", + "55 阿尔及利亚 DZA 0.180689\n", + "98 哈萨克斯坦 KAZ 0.170539\n", + "86 匈牙利 HUN 0.155703\n", + "105 科威特 KWT 0.141678\n", + "200 乌克兰 UKR 0.130832\n", + "119 摩洛哥 MAR 0.118495\n", + "56 厄瓜多尔 ECU 0.108398\n", + "179 斯洛伐克共和国 SVK 0.106472" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "country_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:60]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#############################\n", + "# 历年GDP分析" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "df_china = country_gdp[country_gdp['Country Name']=='中国']" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\users\\wei.zhou\\appdata\\local\\programs\\python\\python37-32\\lib\\site-packages\\ipykernel_launcher.py:2: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " \n" + ] + } + ], + "source": [ + "for i in range(1960, 2019):\n", + " df_china[str(i)] = df_china[str(i)].apply(lambda x: x/1000000000000)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\users\\wei.zhou\\appdata\\local\\programs\\python\\python37-32\\lib\\site-packages\\ipykernel_launcher.py:3: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " This is separate from the ipykernel package so we can avoid doing imports until\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeRegionIncome_GroupUnnamed: 4Indicator NameIndicator Code196019611962...201120122013201420152016201720182019Unnamed: 64
202美国USANaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD0.54330.56330.6051...15.54258116.19700716.78484917.52174718.21929818.70718819.48539420.4941NaNNaN
\n", + "

1 rows × 68 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Region Income_Group Unnamed: 4 Indicator Name \\\n", + "202 美国 USA NaN 高收入国家 NaN GDP（现价美元） \n", + "\n", + " Indicator Code 1960 1961 1962 ... 2011 2012 \\\n", + "202 NY.GDP.MKTP.CD 0.5433 0.5633 0.6051 ... 15.542581 16.197007 \n", + "\n", + " 2013 2014 2015 2016 2017 2018 2019 \\\n", + "202 16.784849 17.521747 18.219298 18.707188 19.485394 20.4941 NaN \n", + "\n", + " Unnamed: 64 \n", + "202 NaN \n", + "\n", + "[1 rows x 68 columns]" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_usa = country_gdp[country_gdp['Country Name']=='美国']\n", + "for i in range(1960, 2019):\n", + " df_usa[str(i)] = df_usa[str(i)].apply(lambda x: x/1000000000000)\n", + "df_usa" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\users\\wei.zhou\\appdata\\local\\programs\\python\\python37-32\\lib\\site-packages\\ipykernel_launcher.py:3: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " This is separate from the ipykernel package so we can avoid doing imports until\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeRegionIncome_GroupUnnamed: 4Indicator NameIndicator Code196019611962...201120122013201420152016201720182019Unnamed: 64
97日本JPNNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD0.0443070.0535090.060723...6.157466.2032135.1557174.8504144.3894764.9266674.8599514.970916NaNNaN
\n", + "

1 rows × 68 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Region Income_Group Unnamed: 4 Indicator Name \\\n", + "97 日本 JPN NaN 高收入国家 NaN GDP（现价美元） \n", + "\n", + " Indicator Code 1960 1961 1962 ... 2011 2012 \\\n", + "97 NY.GDP.MKTP.CD 0.044307 0.053509 0.060723 ... 6.15746 6.203213 \n", + "\n", + " 2013 2014 2015 2016 2017 2018 2019 \\\n", + "97 5.155717 4.850414 4.389476 4.926667 4.859951 4.970916 NaN \n", + "\n", + " Unnamed: 64 \n", + "97 NaN \n", + "\n", + "[1 rows x 68 columns]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_jpn = country_gdp[country_gdp['Country Name']=='日本']\n", + "for i in range(1960, 2019):\n", + " df_jpn[str(i)] = df_jpn[str(i)].apply(lambda x: x/1000000000000)\n", + "df_jpn" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\users\\wei.zhou\\appdata\\local\\programs\\python\\python37-32\\lib\\site-packages\\ipykernel_launcher.py:3: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " This is separate from the ipykernel package so we can avoid doing imports until\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeRegionIncome_GroupUnnamed: 4Indicator NameIndicator Code196019611962...201120122013201420152016201720182019Unnamed: 64
50德国DEUNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...3.7576983.5439843.7525143.8987273.3813893.4951633.6932043.996759NaNNaN
\n", + "

1 rows × 68 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Region Income_Group Unnamed: 4 Indicator Name \\\n", + "50 德国 DEU NaN 高收入国家 NaN GDP（现价美元） \n", + "\n", + " Indicator Code 1960 1961 1962 ... 2011 2012 2013 \\\n", + "50 NY.GDP.MKTP.CD NaN NaN NaN ... 3.757698 3.543984 3.752514 \n", + "\n", + " 2014 2015 2016 2017 2018 2019 Unnamed: 64 \n", + "50 3.898727 3.381389 3.495163 3.693204 3.996759 NaN NaN \n", + "\n", + "[1 rows x 68 columns]" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_de = country_gdp[country_gdp['Country Name']=='德国']\n", + "for i in range(1960, 2019):\n", + " df_de[str(i)] = df_de[str(i)].apply(lambda x: x/1000000000000)\n", + "df_de" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\users\\wei.zhou\\appdata\\local\\programs\\python\\python37-32\\lib\\site-packages\\ipykernel_launcher.py:3: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " This is separate from the ipykernel package so we can avoid doing imports until\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeRegionIncome_GroupUnnamed: 4Indicator NameIndicator Code196019611962...201120122013201420152016201720182019Unnamed: 64
68英国GBRNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD0.0723280.0766940.080602...2.6348962.6766052.7535653.0347292.8964212.6592392.6378662.825208NaNNaN
\n", + "

1 rows × 68 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Region Income_Group Unnamed: 4 Indicator Name \\\n", + "68 英国 GBR NaN 高收入国家 NaN GDP（现价美元） \n", + "\n", + " Indicator Code 1960 1961 1962 ... 2011 2012 \\\n", + "68 NY.GDP.MKTP.CD 0.072328 0.076694 0.080602 ... 2.634896 2.676605 \n", + "\n", + " 2013 2014 2015 2016 2017 2018 2019 \\\n", + "68 2.753565 3.034729 2.896421 2.659239 2.637866 2.825208 NaN \n", + "\n", + " Unnamed: 64 \n", + "68 NaN \n", + "\n", + "[1 rows x 68 columns]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_uk = country_gdp[country_gdp['Country Name']=='英国']\n", + "for i in range(1960, 2019):\n", + " df_uk[str(i)] = df_uk[str(i)].apply(lambda x: x/1000000000000)\n", + "df_uk" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "year_str = [str(i) for i in range(1960, 2019)]\n", + "\n", + "china_gdp = df_china[year_str].values.tolist()[0]\n", + "usa_gdp = df_usa[year_str].values.tolist()[0]\n", + "jpn_gdp = df_jpn[year_str].values.tolist()[0]\n", + "de_gdp = df_de[year_str].values.tolist()[0]\n", + "uk_gdp = df_uk[year_str].values.tolist()[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 154, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeRegionIncome_GroupUnnamed: 4Indicator NameIndicator Code196019611962...201120122013201420152016201720182019Unnamed: 64
36中国CHN东亚与太平洋地区（不包括高收入）中高等收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD0.0597160.0500570.047209...7.55158.5322319.57040610.43852911.01554211.13794612.14349113.608152NaNNaN
\n", + "

1 rows × 68 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Region Income_Group Unnamed: 4 \\\n", + "36 中国 CHN 东亚与太平洋地区（不包括高收入） 中高等收入国家 NaN \n", + "\n", + " Indicator Name Indicator Code 1960 1961 1962 ... 2011 \\\n", + "36 GDP（现价美元） NY.GDP.MKTP.CD 0.059716 0.050057 0.047209 ... 7.5515 \n", + "\n", + " 2012 2013 2014 2015 2016 2017 2018 \\\n", + "36 8.532231 9.570406 10.438529 11.015542 11.137946 12.143491 13.608152 \n", + "\n", + " 2019 Unnamed: 64 \n", + "36 NaN NaN \n", + "\n", + "[1 rows x 68 columns]" + ] + }, + "execution_count": 154, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_china" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "from pyecharts.charts import Scatter\n", + "\n", + "def scatter_base(choose, values, country) -> Scatter:\n", + " c = (\n", + " Scatter()\n", + " .add_xaxis(choose)\n", + " .add_yaxis(\"%s历年GDP\" % country, values)\n", + " .set_global_opts(title_opts=opts.TitleOpts(title=\"\"),\n", + " # datazoom_opts=opts.DataZoomOpts(),\n", + " yaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " )\n", + " )\n", + " .set_series_opts(label_opts=opts.LabelOpts(is_show=False))\n", + " )\n", + " return c" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "scatter_base(year_str, china_gdp, '中国').render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "scatter_base(year_str, usa_gdp, '美国').render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "scatter_base(year_str, jpn_gdp, '日本').render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "scatter_base(year_str, de_gdp, '德国').render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "scatter_base(year_str, uk_gdp, '英国').render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "import sklearn.pipeline as pl\n", + "import sklearn.linear_model as lm\n", + "import sklearn.preprocessing as sp\n", + "import matplotlib.pyplot as mp\n", + "import numpy as np\n", + "import sklearn.metrics as sm" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[1960],\n", + " [1961],\n", + " [1962],\n", + " [1963],\n", + " [1964],\n", + " [1965],\n", + " [1966],\n", + " [1967],\n", + " [1968],\n", + " [1969],\n", + " [1970],\n", + " [1971],\n", + " [1972],\n", + " [1973],\n", + " [1974],\n", + " [1975],\n", + " [1976],\n", + " [1977],\n", + " [1978],\n", + " [1979],\n", + " [1980],\n", + " [1981],\n", + " [1982],\n", + " [1983],\n", + " [1984],\n", + " [1985],\n", + " [1986],\n", + " [1987],\n", + " [1988],\n", + " [1989],\n", + " [1990],\n", + " [1991],\n", + " [1992],\n", + " [1993],\n", + " [1994],\n", + " [1995],\n", + " [1996],\n", + " [1997],\n", + " [1998],\n", + " [1999],\n", + " [2000],\n", + " [2001],\n", + " [2002],\n", + " [2003],\n", + " [2004],\n", + " [2005],\n", + " [2006],\n", + " [2007],\n", + " [2008],\n", + " [2009],\n", + " [2010],\n", + " [2011],\n", + " [2012],\n", + " [2013],\n", + " [2014],\n", + " [2015],\n", + " [2016],\n", + " [2017],\n", + " [2018]])" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "year = [i for i in range(1960, 2019)]\n", + "X = np.array(year)\n", + "X = X.reshape(-1, 1)\n", + "X" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "y = usa_gdp" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "model = pl.make_pipeline(\n", + " sp.PolynomialFeatures(5), # 多项式特征拓展器\n", + " lm.LinearRegression() # 线性回归器\n", + ")\n", + "# 训练模型\n", + "model.fit(X, y)\n", + "# 求预测值y\n", + "pred_y = model.predict(X)" + ] + }, + { + "cell_type": "code", + "execution_count": 244, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.67561513, 0.64550236, 0.63069893, 0.6310778 , 0.64651146,\n", + " 0.67687193, 0.7220308 , 0.78185916, 0.85622766, 0.94500648,\n", + " 1.04806535, 1.16527352, 1.29649978, 1.44161246, 1.60047942,\n", + " 1.77296806, 1.9589453 , 2.15827761, 2.37083099, 2.59647097,\n", + " 2.8350626 , 3.08647047, 3.35055872, 3.62719099, 3.91623047,\n", + " 4.21753986, 4.53098142, 4.8564169 , 5.19370761, 5.54271437,\n", + " 5.90329754, 6.27531699, 6.65863212, 7.05310188, 7.4585847 ,\n", + " 7.87493857, 8.302021 , 8.739689 , 9.18779914, 9.64620748,\n", + " 10.11476961, 10.59334065, 11.08177525, 11.57992755, 12.08765123,\n", + " 12.60479949, 13.13122504, 13.66678012, 14.21131649, 14.7646854 ,\n", + " 15.32673766, 15.89732355, 16.47629291, 17.06349506, 17.65877886,\n", + " 18.26199267, 18.87298437, 19.49160136, 20.11769053])" + ] + }, + "execution_count": 244, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pred_y" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([-6.56811530e-01, -4.31663493e-01, -2.35026973e-01, -6.53989891e-02,\n", + " 7.87281703e-02, 1.98866952e-01, 2.96534541e-01, 3.73252871e-01,\n", + " 4.30548622e-01, 4.69953232e-01, 4.93002894e-01, 5.01238570e-01,\n", + " 4.96205988e-01, 4.79455654e-01, 4.52542849e-01, 4.17027639e-01,\n", + " 3.74474880e-01, 3.26454222e-01, 2.74540110e-01, 2.20311797e-01,\n", + " 1.65353340e-01, 1.11253613e-01, 5.96063043e-02, 1.20099274e-02,\n", + " -2.99321770e-02, -6.46118355e-02, -9.04160388e-02, -1.05726933e-01,\n", + " -1.08921820e-01, -9.83731464e-02, -7.24485036e-02, -2.95106209e-02,\n", + " 3.20826372e-02, 1.13978281e-01, 2.17828195e-01, 3.45289144e-01,\n", + " 4.98022782e-01, 6.77695650e-01, 8.85979189e-01, 1.12454974e+00,\n", + " 1.39508854e+00, 1.69928175e+00, 2.03882045e+00, 2.41540061e+00,\n", + " 2.83072316e+00, 3.28649394e+00, 3.78442374e+00, 4.32622827e+00,\n", + " 4.91362820e+00, 5.54834914e+00, 6.23212165e+00, 6.96668128e+00,\n", + " 7.75376850e+00, 8.59512877e+00, 9.49251254e+00, 1.04476752e+01,\n", + " 1.14623772e+01, 1.25383838e+01, 1.36774655e+01, 1.48813976e+01])" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p_year = [i for i in range(1960, 2020)]\n", + "p_X = np.array(p_year)\n", + "p_X = p_X.reshape(-1, 1)\n", + "p_pred_y = model.predict(p_X)\n", + "p_pred_y" + ] + }, + { + "cell_type": "code", + "execution_count": 245, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[0.5433,\n", + " 0.5633,\n", + " 0.6051,\n", + " 0.6386,\n", + " 0.6858,\n", + " 0.7437,\n", + " 0.815,\n", + " 0.8617,\n", + " 0.9425,\n", + " 1.0199,\n", + " 1.073303,\n", + " 1.16485,\n", + " 1.27911,\n", + " 1.425376,\n", + " 1.545243,\n", + " 1.684904,\n", + " 1.873412,\n", + " 2.081826,\n", + " 2.351599,\n", + " 2.627334,\n", + " 2.857307,\n", + " 3.207042,\n", + " 3.343789,\n", + " 3.634038,\n", + " 4.037613,\n", + " 4.338979,\n", + " 4.579631,\n", + " 4.855215,\n", + " 5.236438,\n", + " 5.64158,\n", + " 5.963144,\n", + " 6.158129,\n", + " 6.520327,\n", + " 6.858559,\n", + " 7.287236,\n", + " 7.639749,\n", + " 8.073122,\n", + " 8.577554463,\n", + " 9.062818211,\n", + " 9.630664202,\n", + " 10.252345464,\n", + " 10.581821399,\n", + " 10.936419054,\n", + " 11.458243878,\n", + " 12.213729147,\n", + " 13.036640229,\n", + " 13.814611414,\n", + " 14.45185865,\n", + " 14.712844084,\n", + " 14.448933025,\n", + " 14.992052727,\n", + " 15.542581104,\n", + " 16.197007349,\n", + " 16.78484919,\n", + " 17.521746534,\n", + " 18.219297584,\n", + " 18.707188235,\n", + " 19.485393853,\n", + " 20.4941]" + ] + }, + "execution_count": 245, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAagAAAEYCAYAAAAJeGK1AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4xLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvDW2N/gAAIABJREFUeJzsnXlcVFX/gB82A9RwQXDf0jQVRdzCXbFccN/IzMIVLTUzs9VWs8wyW9zXfFNzSSQty3yz3FcUUX4ooogM6IgiiIwjw8zvj3lnHJhBtnsZ5nSfz8fPwNx7zz0PB/nOuWf5OkVHRxtQUFBQUFAoYzjbuwIKCgoKCgq2UAKUgoKCgkKZRAlQCgoKCgplEiVAKSgoKCiUSZQApaCgoKBQJlEClIKCgoJCmcTV3hVQEIt3332Xo0eP8t///tfq2IkTJxg3bhwrVqwgMDAQgMzMTH744Qf27NlDSkoKrq6u+Pr64u/vz9SpU6latapVOcHBwSQmJvLtt9/So0ePItXvwIEDbNmyhejoaNLT0/Hw8KBRo0Z069aNESNG8PjjjwOgUqno06eP+To3Nzcef/xx87lDhw6lfPnyucoeO3YsJ0+eNH/v7e1NkyZNePnll2nZsuUj6+Xn52f+2snJCS8vL/z9/Xn11Vdp1KhRkRwdkbFjxwKwdu1aO9dEoSyhBCgFu5GTk8PEiRNJTk5m3LhxNGnSBI1Gw6VLl/jtt9+4efOmVYA6ffo0iYmJAPzyyy9FClCff/45GzZsoFevXsyePRsfHx/u3r3L8ePHWbVqFcnJycyZMyfXNRMmTKB79+7k5ORw+/ZtTp06xeLFi9mwYQPLli2jfv36uc5/8sknef/99wFITk5mxYoVjB07li1btvDEE088sn6DBg1ixIgR5OTkcPHiRZYsWcLkyZPZvn27OXCKynvvvWfvKiiUQZQApWA3Tp48yblz5/jmm2/o2bOn+f0ePXowceJE9Hq91TURERG4urrSvn17/vnnH9LT0/Hy8irwXjt27GDDhg3Mnj2bMWPG5Dpmut/x48etrqtduzatWrUyf9+rVy+ee+45XnjhBV5//XW2bduGk5OT+Xj58uXN57dq1YqWLVvSp08ftmzZwttvv/3IOvr4+JivDQgIoEKFCrz99tscOnSIvn37FugoFQaDAZ1Oh5ubW6nds6DgrfDvRBmDUrAb6enpgPFRmC2cnXP/emq1Wvbs2UNgYCChoaFkZ2eze/fuQt1r9erVNGnSxCo4mahSpUquR3qPol69eoSFhXHx4kWOHTv2yHNr1apFlSpVzL2+otCsWTMAUlJScr2v0+lYtWoVAwYMICAggJ49e7JgwQK0Wm2u865du8aUKVNo164d3bp1Y8GCBWzduhU/Pz9UKpX5vN69e/PWW28RHh5uLnP//v0AaDQaFi5cSJ8+fWjdujV9+vRhxYoVuT48ZGVlMW/ePJ555hkCAgLo1q0bEyZM4PLly+ZzfvzxRwYOHEjbtm3p2LEjISEhuR4Djx071vyYz8SVK1d49dVX6dixI23btmX06NEcPHgw1zlLlizBz8+Pq1ev8vLLL9O+fXueffZZli5davMDjoJjofSgFOzGU089haurKx9//DFTpkyhbdu2j+wN/fXXX9y9e5eBAwfSoUMHfH19+eWXX3juueceeZ8bN26QkJDAxIkTJat7ly5dmD9/PqdPn+bpp5/O97y7d++Snp5OxYoVi3wPUxCpU6dOrvfffvtt/vnnH8aOHYu/vz+XL19m8eLFJCcn8/XXXwOQnZ3NpEmTePDgAe+++y5VqlRh+/bt/PnnnzbvdeLECS5cuMCUKVOoUqUKtWrVQqfTMXnyZOLj4wkLC6Nx48acPXuW5cuXk56ezhtvvAHAF198wb59+3j11VepW7cu6enpnD59mrt37wKwa9cuvvzyS8LCwmjTpg3379/n4sWL5g8otlCr1bz00kt4enry9ttvU7FiRX766SdeeeUVvv/+e7p06ZLr/BkzZjB48GDGjBnDP//8w5IlS6hevTpDhgwp8s9doeygBCgFu1GnTh3ee+895s+fz4wZM3BycqJhw4Z06dKFMWPG4OPjk+v8iIgIKlasSI8ePXB2dqZ///6sXr2ay5cv07Bhw3zvc+PGDQCqV69udUyn05m/dnJywsXFpVB1r1GjBgCpqan5lpmSksKCBQvIycmhd+/ehSpXp9Oh1+u5ePEiCxcupGXLlnTv3t18/NSpU/z+++98+umnDBw4EIDAwEC8vLx4++23iY2NpWnTpuzYsYOkpCQ2btxonoDRpUsXhg8fbtUjA8jIyGDz5s25erM7d+4kMjKStWvX0rZtWwBzMF66dCnjxo2jatWqREVFERwczNChQ83XBgUFmb+OioriySefZMqUKeb3unbt+sifw/r168nIyODHH3+kbt265voPHjyY7777zipAvfjii+ZgFBgYyLFjx9i9e7cSoBwc5RGfgl0ZNmwYf/75J5999hnDhw9Hr9ezbt06Bg8ezKVLl8zn3bx5k6NHj/Lss8/y2GOPAZj/QO/cufOR9zAYbO+HHBUVRevWrc3/nn322ULX21Sm5fgTGCdxmMrr168fUVFRzJkzJ9cf7PxYuXIlrVu3pk2bNowaNQqNRsN3332Xayzo0KFDuLm50atXL3Q6nflfx44dAWMAAzh79iw1atSwmh3Yq1cvm/du2bKl1aPWgwcPUrNmTfz9/a3updPpOHv2LADNmzcnIiKClStXcv78eXJycnKV06JFC2JjY5k3bx5HjhxBo9EU+LM4deoULVu2NAcnABcXF/r27UtsbCyZmZm5zs8b8Bo3bmwzECs4FkoPSkFSXF1d8332b/rD5eqa+9fOy8uL/v37079/f8D4KO+1115jyZIlLFy4EDA+JsrJyaFHjx5kZGQAxrGrpk2bsnPnTqZNm2Y1ZmXC1HO6fv16rvcbN27MTz/9BBh7BP/3f/9XaE9TWXn/qDdp0oSPPvoIgKpVq+Lr62sVxPJjyJAhhISEoNVqOXbsGMuWLWP27NmsXLnSXMbt27fJzs6mQ4cONsu4c+cOYAzoVapUsTpua9q+LQ/TvZKTk2nduvUj7/XOO+/g7e1NeHg43377LV5eXgwYMIDp06fj4eHBwIED0Wq1hIeHs3nzZlxdXenSpQtvvPEGtWrVsll2eno6TZs2tVlPg8FARkYGFSpUML+f99Gwm5sbDx48sFm2guOgBCgFSalSpQp37twhOzvbahbYzZs3gfz/SJro2bMnTZo0IT4+3vzeL7/8AsDUqVNtXnPs2DHz2qq8+Pr6Ur9+ffbv38/06dPN73t6etK8eXPA+g9cQZgmEQQEBOR637LMouLt7W2+NiAgAIPBwNKlS9mzZ4/5EaGXlxePPfYYP/zwg80yqlWrZn61nKRg4tatWzavsxVEK1WqRK1atfjqq69sXlOzZk3A6DxjxgxmzJhBcnIyf/75J4sWLcLNzY2ZM2fi5OTEyJEjGTlyJOnp6Rw5coQFCxbwxhtvsHHjRptle3l52axramqqeZ2Ygvgoj/gUJKVdu3bodDr27dtndezPP/+kWrVq5rVDaWlpVjPPwDgr7Pr16+Y/tufPn+fSpUuMGDGCNWvW5Pq3fPlyypUrV+BjvnHjxnHhwgV+/PHHEjtevXqVlStX8tRTT9GuXbsSl5cf48aNw8fHh2XLlpkfKXbu3BmtVsvdu3dp3ry51T/TuF3Lli1JSUkhOjraXJ7BYGDv3r2Fvn+nTp24ceMGHh4eNu9VuXJlq2tq1qzJSy+9ROPGjXM9ojXh5eVFnz596N27t83jJtq2bcvZs2dzzTbMycnh999/p2nTplaLpBXEROlBKUhKYGAggYGBvPfee1y5cgU/Pz+ysrLYvXs3+/bt45NPPjE/ijtx4gRz585l0KBBBAQEULFiRVJSUti4cSPp6em8+OKLgLH35OTkxLhx46hdu7bVPXv27MnevXt577338PT0tFmvIUOGcP78eebPn8+pU6d49tln8fHxQaPRcPHiRY4ePWrzj15SUhJRUVHo9Xpu377NyZMnCQ8Pp1KlSnz55ZeFfnxXHNzd3ZkwYQLz5s1j7969PPPMM7Rr146+ffsyc+ZMXnzxRfz8/HByciI5OZkDBw7w2muvUb9+fQYPHsyaNWuYMWMG06dPp3Llymzfvt38eDS/x6GWBAcHs2PHDiZOnMiLL75IkyZNyM7O5tq1a/z999988803eHh4MHr0aHr06EHjxo3x9PTk5MmTXLhwwTxG+OGHH5rXh1WpUoWrV6+ya9eufHu8AGPGjCEiIoJJkybx8ssvU6FCBX766SeuXr3K4sWLpfkBK5R5lAClIClOTk589913LF++nJ07d7J8+XLc3Nxo2rSp1YLcli1bMnToUI4fP84vv/xCRkYGFStWpHnz5qxYsYIOHTqY1zq1b9/eZnACY/D5/fff2bNnD4MHD863bu+99x5du3Zl8+bNfP7552RkZODh4UHjxo154YUXGD58uNU1q1atYtWqVbi6upq3OnrllVdsbnUkB8OHD2fdunWsWLGCXr164eTkxOeff87GjRsJDw9n5cqVlCtXjpo1a9KpUyfz41M3NzdWrFjBvHnz+OSTT/D09KRfv374+fmxaNGiXOM3+eHm5sby5ctZvXo127ZtQ6VS4eHhQZ06dejatav5EW6bNm34448/WL16NTk5OdSqVYvZs2czevRoAFq3bs2OHTvYtWsXd+/excfHh+DgYF555ZV87+3j48MPP/zA119/zdy5c3nw4AFNmzZl8eLFdO7cWYKfrIIj4KSkfFdQ+PfwyiuvcPny5UIvcFZQsCdKD0pBQVB++OEHPD09qVevHvfu3WPPnj3s37/far9BBYWyihKgFBQEpVy5cvznP//h+vXr5OTkUL9+fT766KNcC2oVFMoyyiM+BQUFBYUyiTLNXEFBQUGhTCLUI77u3btb5edRUFBQULAv8fHxHDhwoMjXCRWg6tevnyujaVGJj48XOi+N6H4gvqPi59iI7ge2HYu7u4ryiM8CW3uXiYTofiC+o+Ln2IjuB9I6KgHKgqysLHtXQVZE9wPxHRU/x0Z0P5DWUQlQFhRm+xdHRnQ/EN9R8XNsRPcDaR2FGoOyRXZ2NklJSdy/f7/Ac3NycswpBESkNPzc3d2pXbu21U7mpYW97ltaKH6Ojeh+IK2j8AEqKSmJihUrUr9+/QI39tRqteZkeCIit5/BYODWrVskJSXRoEED2e7zKDIzM23mNhIFxc+xcRQ/vQEiLsDq05ByF2pUhPGtYVATcC5gf2QpHYUPUPfv3y9UcALrRHqiIbefk5MTVatWNed9sgeO8J+/JCh+jo0j+OkNELYLDl6DrGzje6kaeOe/sPsSLAt+dJCS0lH8B6LYTsZmC9EzcJaGn5zpJwpDUlKSXe8vN4qfY+MIfhEXcgcnE1k6OHAVfrnw6OuldPxXBKjC4u7ubu8qyIrofgCNGjWydxVkRfFzbBzBb/Vp6+BkIksHq04/+nopHZUAZYFGo5GlXBcXF/z9/WnRogUjRowocBpmQbl6/v77b7y8vPD398ff359evXoBsGzZMtavXw/AunXrSE5OznWdyS80NJRt27blOpacnGwzH5Kjcf78eXtXQVYUP8fGEfxS7pbsuJSOSoCyIL9srCXFw8ODM2fOcO7cOcqVK8eyZctKXGaXLl04c+YMZ86cMafxnjx5sjkLra0A9Si/mjVrWgUtR6RVq1b2roKsKH6OjSP41ahYsuNSOsoWoK5fv864ceMYOHAggwcP5scffwQgPT2diRMnEhwczMSJE0lPT7d5fUREBMHBwQQHBxMRESFXNXNx79492e/RpUsXLl26BMDChQtp0aIFLVq0YNGiRVbnmtJemxg9ejS//PJLvmV/+OGHfPnll2zbto2TJ08yevRo/P39zT2nR/klJCTQokULwBjchg4dSp8+fWjcuDGzZ882n7dnzx4CAwMJCAhgxIgRZGZmFu0HIDOnTp2ydxVkRfFzbBzBb3xr8MxnPpWnK0xo/ejrpXSUbVqXi4sLs2bNolmzZty7d4+QkBACAwOJiIigQ4cOTJgwgVWrVrF69WpmzpyZ69r09HSWLl3K5s2bAQgJCaF79+54eXmVrFJLZ0D8mXwPFyuB9xP+MMU6uNhCp9Oxe/du+vTpw6lTp1i7di3Hjh3DYDDQoUMHunXrRuvWD1t/woQJfP311wwaNIj09HQOHz7MDz/8wMGDBzlw4AD+/v4AjBgxgnfffdd83fDhw/n+++/58ssvadu27UO/IqQoP3PmDKdPn+axxx6jSZMmTJs2DQ8PD+bOncvevXspX7488+fPZ+HChbz//vuFLldu2rRpY+8qyIri59g4gt+gJvBbHBxMhKoZV5gWN5f3W3yH82OedKkHA5s8+nopHWXrQVWrVo1mzZoBxj+MDRo04MaNG+zbt49BgwYBMGjQIPbt22d17aFDhwgMDMTLywsvLy8CAwM5dOiQXFU1k5OTI0u5Go0Gf39/2rZtS926dRk/fjwHDx5kyJAhlC9fngoVKjB06FCr3X67devGpUuXUKvVbNq0iWHDhpmnils+4rMMTo+iKD3EoKAgvLy8cHd3p1mzZly9epWjR48SExNDp06d8Pf354cffuDq1auF/0GUAo7wCbUkKH6OjSP4OTvB8v7wVXs1W04+S58b4XTzTOKzoIKnmIO0jqUyBqVSqYiNjaVly5bcunWLatWqAcYgduvWLavz1Wo11atXN3/v6+uLWq22WfbWrVsJCQkhJCSElJQUUlNTSUlJQaVSkZaWRnZ2Nnq9Ho1Gg2Hy19z76Ff48u9cr4YF+9B8shunr/7h/tzf0X2+lwfz9vBg3h6yP/sT7ad/kDP/v2g+2Y1hwT6yPv7tYRlTFpn/8GdlZaHX67l//z45OTlotVqys7Px8PDg2LFjnDp1igULFuDq6opWqwUeBg3TFHDTBAqNRkNOTg6jRo1i/fr1rFmzhhdeeAGdTseDBw8wGAxGJ4PBqgzT9/fv3zfXR6fT4ebmxoMHD9Dr9WRnZ5OTk2MuI+9jQNN2JVlZWTg7O5OVlYVOp6Nnz56cOHGCEydOcPr0aVasWGG+j6nupnqYflGjoqLQ6XTExsaSmZlJQkKCVTvFx8ej0WiIiYlBr9cTGRmZq4zIyEj0ej0xMTFoNBri4+NJS0tDpVKZ2z0hIYEmTZoQGxuLTqcjKioqVxmm1+joaLRaLXFxcWRkZJCYmIharUatVpOYmEhGRgZxcXFotVqio6NtllGaTpmZmWYn0wcUkZws26lNmzbCOVm+litXziGc0pISCFrxDDW0KtKmLmbJhIY00Ebh7FTw7161atWsnIqL7Bl1s7KyCA0NZdKkSfTq1YuOHTty+PBh8/G83wOsXbuWBw8eEBYWBhhnp3l4ePDSSy898l6hoaFW6Tb+7//+j6eeeqrQdZVjokSFChWsxmoiIyMJDQ3l6NGj5kd8//nPf2jdunWu82/cuEH79u2pXr06x44dA4yz+L788kt27dqVq8wPP/yQChUqMGvWLAYMGMDMmTPp0aOHlV9oaCj9+/fPNWsvISGB/v37c+7cOdatW8fJkyf5/vvvAejfvz+zZs2iefPmtGnThr/++otGjRqRlZVFUlISTz75ZK56FOVnLjXR0dH4+fnZ5d6lgeLn2JRFv7y7RtTxfMCKY8FUi9uH04c74On+RSrPlmPz5s3NQzZFQdYeVHZ2Nq+99hrBwcHmqdCWOw3cvHmTqlWrWl3n6+vL9evXzd/fuHHD3OuSk9JcJxQQEEBoaCjt27c3j8lZjj+Z8PX15amnnmLs2LFFKj80NJTJkyfnmiRh6RcWFkbt2rWpXbs2gYGBhSqzWrVqrFu3jlGjRtGyZUuefvppYmNji1QvuckbLEVD8XNsypqfadeId/6CaDXcytIzdu9L+FzYy7qeq9B3KFpwAmkdZetBGQwG3n33Xby8vHjzzTfN73/11Vd4eXmZJ0lkZGTYnCQREhKSa5LE5s2bC5wkUdIe1P3798vcYtasrCz8/PyIjIws8SSR0vKzZw8qLi6Oxo0b2+XepYHi59iUNb/wWGNwysoGDAY+Oj+d0Kvf81nTz1nf5E0+C4LBTYtWpi3HMteDOn36NDt37uTYsWMMHz6c4cOHs3//fsaPH8/Ro0cJDg7m6NGjjB8/HjAu7vrggw8A8PLyIiwsjFGjRjFq1CjCwsJKPoOvEJS1nYb37t1L06ZNmTZtmiT+Zc1PDnx9fe1dBVlR/BybsuZnuWvEq3EfE3r1e5Y3nMWyhrMLtWuELaR0lG2aeUBAgHmQLy+rVq2yeq958+Z89NFH5u+HDBnCkCFD5KqeTXQ6HS4uLqV6z0fRq1cvEhMTJSuvrPnJwZ07d3j88cftXQ3ZUPwcm7LmZ9oV4qWE75kZ9yFbao9lXtMv4H97aha0a4QtpHQUe/vuIiJ6MjHR/UD8/QYVP8emrPnVqAidLm3k4/PT+MN3EG/5rTAHJ9PxoiKloxKgFBQUFP6lvFPuN9pFvcSRKt2Y1voncpwfhoTC7BohN0qAskCv19u7CrIiuh9QqMzJjozi59iUKb/zhwhcN5xE75ZMa/cLWqeHPR9PVwq1a4QtpHRUApQFSsJCx6dSpUr2roKsKH6OjT39LNc7lb92ltX7+4NXbWp9t5v31I+zyiJ77oTWxuBU0K4RtpDSUfxBiSKQnZ1PEpQSUtR0Gx07diywzEWLFhVYTl7k8itL3Lhxw95VkBXFz7Gxl5/leqc7CZf57kBv7jqXZ5D/n7x82IeBTWDXKDg1yfg6uGnxghNI66gEKAtc3coRHgv9N0GbFcbX8Fhj45aEoqbbyLuzhi2KE6DKlStXpPMdkbp169q7CrKi+Dk29vIzZcktf/c6G449g5v+AWPa7+FSuXqFypJbFKR0VALU/9AbYNJOvXlFdarG+PrOf2HyryUPUiYKk27DlLDw77//pnv37gwfPpymTZsyevRoDAYD3377LcnJyfTo0YMePXqQk5NDaGgoLVq0wM/Pj6+//trmvcvU82+ZuHjxor2rICuKn2NjL7/Vp8E16w7rj/fGW3uD0Ha/EVfRuJl3cdc75YeUjuIPShSSiAtwJNnVKtVxlg7zJ4yirqjOS1HTbYBxwfP58+epWbMmnTp14tChQ0yfPp2FCxeyb98+vL29OXXqFCqVinPnzgHGdQi2kCshY1mirO1zJjWKn2NjL7+0tCxWnxhAo8z/Y1y7XZyp3CHX8eKsd8oPKR2VHtT/sFxRnZeSfsIobroNgPbt21O7dm2cnZ3x9/cnISHB6pyGDRty+fJlpk2bxu+//57vIrnSSMhobxwhnUFJUPwcm9Lw0xvINVQxaEM2XxwfSdu0Q8zw/5ED1Z61uqY4653ywyESFjoaBX2CKMknDNMYlCUGQ+GeGT722GPmr11cXNDpdFbnVK5cmaioKP744w8WL17Mli1bWLNmjdV5RUlY6Kg4QkK4kqD4OTZy+5kmQxy8ZvzA7WTQ897hsXRK/pV3/Zbxa82RVtdIvd7JIRIWOhoFfYKQ8hMGQNeuXdmxYwdZWVncu3eP8PBwunTpUujrK1asyN27xqiZmpqKXq9n2LBhfPLJJ+bcL3lRelCOj+Ln2MjtZ5oMYdr89ZNzrzAkeQNfNPmUjfXCKJdnp7OSrHfKD6UHJQPjWxsnRGRZd1BkWVFtmW4DyDfdRn5MmjSJvn37UqNGDRYtWsTYsWPNC3E/++wzm9coPSjHR/FzbOT2Mw9VGAy8HfsmYxKXseSJN1n8xNtgAN/yUMldmvVO+SGlo+wJC0uTkqTb0BtgQoSOIyrXXEHK9AmjMKmOyzpyJWTMiz3TbURFRdGqVSu73Ls0UPwcG7n92qwwzkCeFjeXWRfnsL7ey8xp/r15fz1vD+NaJzmx5VjcdBtKD+p/ODvByoEu7LyIZCuqyxoeHh72roLsNG/e3N5VkBXFz7GR269GRRgQ8w2zLs7h51pjeL/5dyXe/LWoSOmojEFZ8EB7n8FNpVtRXdb4N6yDMq0xExXFz7GR2+/j+2v4MGYGv/sO4Y2WazA4PfwTX1qbv0rp+K/oQRkMBpycCo4you+0UBp+hZ2dKBe1a9e26/3lRvFzbKT2s9xfr0XMFj49PpFTtXrzRutN5Bhy70wu9WSI/JDSUbYANWfOHPbv30+VKlUIDw8HYNasWeZ1PHfv3qVixYps27bN6trevXvj6emJi4sLLi4uxXp2acLd3Z1bt25RtWrVAoOU6An95PYzGAzcunXLrjlvUlNTzTtxiIji59hI6Wc5pfzppF/55NRoTlbuRFir7dSrZlyeYo+hCikdZQtQgwYNYtSoUbz77rvm97788kvz1wsWLHikxJo1a6hcuXKJ61G7dm2SkpK4efNmgefm5OQIHaBKw8/d3d2un4JF/uMGip+jI6WfaUp5q5R9LI0cxv893orxbXdy18kT7W34LKjku98UBykdZQtQbdu2RaVS2TxmMBj4448/WL16tVy3N+Pm5kaDBg0KdW5KSgo1atSQuUb2Q3Q/EH/HdsXPsZHSb/VpeFJ9jFUnB5Lo+QQvtv+du25ewMPdb+wRoKR0tMskiVOnTlG1alXq1atn87iTkxNhYWGMHDmSrVu3PrKsrVu3EhISQkhICCkpKaSmppKSkoJKpSItLY34+Hg0Gg0xMTHo9XrzIlbTYrLIyEj0ej0xMTHcv3+f+Ph40tLSUKlU5vISEhLIzMwkNjYWnU5HVFRUrjJMr9HR0Wi1WuLi4sjIyCAxMRG1Wo1arSYxMZGMjAzi4uLQarVER0fbLCMqKgqdTkdsbCyZmZkkJCSUyEmj0ZidTOWI5JS3nbKysoRzsmynK1euCOdk2U56vV44J8vXhIQEyZy6pkaw/kRfMj2q8k6XzdTyyqa1p4q65dLoWjGee/dKxylvO5l8LJ2Ki6zroFQqFVOnTjWPQZn45JNPqFu3Li+99JLN69RqNT4+Pty6dYtJkybx9ttv07Zt2wLvZ2sdVFFIS0uT5LFiWUV0PxDfUfFzbCTzS7pI2stduI8bwwMPkuRZ3+oUPx/jTOTSxpZjcddBlXoPSqfLaYnpAAAgAElEQVTTsXfvXnr37p3vOT4+PgBUrVqVoKAg8y7dcnP79u1SuY+9EN0PxHdU/BwbSfyuJ8CbvfB0NTC+416bwam0ppTbQso2LPUAdfToURo0aED16tVtHjftTWf6+vDhwzRq1KhU6lazZs1SuY+9EN0PxHdU/Byb4vqZdigPXXmNpCk9yUy/y4Epe6jZvCmeeWYSlOaUcltI2YayBajZs2fzwgsvkJCQQFBQENu3bwdg9+7d9OvXL9e5arWaKVOmAHDr1i1efPFFhg0bxvPPP0/Xrl3p3LmzXNXMhen5vqiI7gfiOyp+jk1x/EzTyb/+LYX3fwvice0tRrXbw7SL/jgB84KMj/O8PYyvnwXZd2s2KdtQ+L34ioJer8fZWdzNNUT3A/EdFT/Hpjh+4bHw5W416w50p6YmkTHt93CqSkfA2Fuy13Ty/LDl6DBjUGWZvDmbREN0PxDfUfFzbIrjt+XILVYd7EXtrARC2/1mDk4gfbp2KZCyDf8VWx0VloCAAHtXQVZE9wPxHRU/x6bIfnfT+GD3M9S/d5Fx7XZxvGpXq1OkTNcuBVK2odKDskBJlub4iO6o+Dk2RfK7lwHv9OGJjPOEtQnnkHcvm6eVxg7lRUHKNlQClAVKsjTHR3RHxc+xKYyf3gC/RGUSE9YX3cVI3uu0lcM1+to8157TyfNDSfkuE/mlShcF0f1AfEfFz7EpyE9vgGnhWfjOH8CTN48xrfUmfnp8IDo9uOSZlWfv6eT5IWUbKmNQFvj7+9u7CrIiuh+I76j4OTYF+e08d5/nfx5Mu9R/mOH/I7/VGA4YA1c5Z6hZETTZZTuZqpRtqPSgLIiNjbV3FWRFdD8Q31Hxc2we6fdAS82vh9Hp5p+80XINEbWez31YD5Xcy34yVSnbUAlQFhR213NHRXQ/EN9R8XNs8vXTZcO852iX9Btv+S1nW51Qm6eVtRl7tpCyDZUAZUFycrK9qyArovuB+I6Kn2Nj0+9/wYnDO1jW4Vs21Z2U7/VlbcaeLaRsQyVAWVClShV7V0FWRPcD8R0VP8fG0k9vgB3nszk05Tk4uJ0V7Rdxrcc0PPKZGVAWZ+zZQso2VAKUBVlZWfaugqyI7gfiOyp+jo3JT2+AlyOy8fziOTpd3c6HzRbxabVX+TkGKpbDKkiV1Rl7tpCyDZVZfBaIvAcYiO8H4jsqfo6Nye+XmGyGhj/HsynG4LS2wasAaHIALQxvBmduGMecyvKMPVtI2YZKgLLAzc3N3lWQFdH9QHxHxc+xcXNzA1021RY9R6c8wcmEJscYnOyRbFAKpGxDsT+uFJHMzEx7V0FWRPcD8R0VP8cm804azHv4WC9vcDLhCLP18kPKNlR6UBZ4e3vbuwqyIrofiO+o+Dkwumxqr58FR39hRftFrK1mOziBY8zWyw8p21DpQVmQlJRk7yrIiuh+IL6j4ud4WM7Wc/1fcLra81WHn62XH1K2oWwBas6cOXTr1o0hQ4aY31uyZAlBQUEMHz6c4cOHs3//fpvXHjx4kAEDBtCvXz9WrVolVxWtKK3U8vZCdD8Q31Hxcyzyztab2+wrYWbr5YeUbShbgBo0aBBLly61en/MmDFs27aNbdu20bWrdW6TnJwcPv30U5YsWUJERAS7d+8mPj5ermrm4vz586VyH3shuh+I76j4ORZ5Z+ultwkCjBMh7mph+FNlK127FEjZhrKNQbVt2xaVSlXk66Kjo6lbty516tQBoG/fvuzbt48nnnhC6ipa0apVK9nvYU9E9wPxHRW/soHeABEXYPXph1PBx7eGQZZTwbMfUG3RqNyz9W4/LMPRZ+vlh5RtWOpjUJs2bWLo0KHMmTOH9PR0q+NqtZrq1aubv/f19eXGjRv5lrd161ZCQkIICQkhJSWF1NRUUlJSUKlUpKWlER8fj0ajISYmBr1eb94K3pRUKzIyEr1eT0xMDMeOHSM+Pp60tDRUKpW5vISEBDIzM4mNjUWn0xEVFZWrDNNrdHQ0Wq2WuLg4MjIySExMRK1Wo1arSUxMJCMjg7i4OLRaLdHR0TbLiIqKQqfTERsbS2ZmJgkJCSVy0mg0ZqcDBw4I55S3nY4ePSqck2U77d27Vzgny3Yy/SvLTpfi43lzZxo/HVFhuJuClz6VilkJfPVPJl/tjOVBto6zp07AJ8PNs/V07ToD8E7N/1LBWUvQ43HUcMugWnbZcJLy797+/futnIqLU3R0tKHYVxeASqVi6tSphIeHA5CamkrlypVxcnLi+++/5+bNm3zyySe5rvnjjz84fPgwH330EQA7d+4kOjqad955p8D7hYaGcvLkSelFFBQU/pXY6im18oXt/wdZOuvzPVzgucYaBvw0hDaqP/iw5RLW1pmSb/l+PuL1oGzRvHlzNm/eXOTrSrUH5e3tjYuLC87OzgwbNoxz585ZnePr68v169fN39+4cQMfH59SqZ+SbtrxEd1R8Ss99AYI2wXv/AXRakjVGF83RNsOTgBo7/HMuv60Vu1htt8qq+A0xvuhn6PP1ssPh035fvPmTfPX//3vf23O9mjRogVXr14lKSmJ7Oxsdu/eTffu3Uulfkq6acdHdEfFr/SIuAAHr0FWdu7383vkVCE7g/XH+/D0rb+Z2Wo9m+uOtzrnP6lGPxFm6+WHQ6R8nz17Ni+88AIJCQkEBQWxfft2Fi5cyJAhQxg6dCgnTpxg9uzZgHHcacoU4ycNV1dX3nnnHSZPnszAgQPp3bt3qU09NT3zFRXR/UB8R8Wv9Fh92jo45cfj2Xf4z/FnCbhzhGmtNxFe+wWrc9xd4flq0cLM1ssPKdtQ1jGo0qakY1BarZbHHntMwhqVLUT3A/EdFb/So80K42O9gqj04BY/HnuWJnejeSVgC3uqD7Z5nrcHHH6p7PjJha02dIgxqLJOYmKivasgK6L7gfiOil/pUdB2Q05AVa2aTUd70jjzPJPa7sg3OJnKK0t+ciGloxKgLPD19bV3FWRFdD8Q31HxKz3GtzaOFdnCwwUmN0gh/GQPGmbF8ckzu6gd1K/A7YvKkp9cSOmobBZrwZ07d3j88cftXQ3ZEN0PxHdU/OQj75Ty6hWgYRWIvw0ai1l7nq4woEoSb4b3xOl+Mszfzactu6E3wI17cDAx9yw/ywkRSdfEbj+Qtg2VAGWBu7u7vasgK6L7gfiOip88mKaUW87aS9UYe0qNqhq/N62Dml43gWdWBOGUngqf7YHmHQHjhIfl/eGXC7DqtO1kg6K3H0jrqAQoBQWFfz35TSnX5Bh7UJ8FweCmQGIsvPUMaO/B/L3QpF2u852djOcNblp6dRcZZQzKgvv379u7CrIiuh+I76j4ycOjppRn6Yw9Ii6dhte7Qk42LPjbKjgVBtHbD6R1VHpQFlSqVMneVZAV0f1AfEfFTx4KymBb7cph2NIPynsZe061GhfrPqK3H0jrqPSgLHjUprQiILofiO+o+MnDo6aUd775J0sPPgOVfGDhgWIHJxC//UBaRyVAWVC3bl17V0FWRPcD8R0VP3nIb0p57+vhrD3ZH61PI2Nw8ilZ/URvP5DWUQlQFly8eNHeVZAV0f1AfEfFr+ToDRAeC/03GXeL6L/J+F6nurmD1NCk9SyJHME1nwAqfvs3VC75+h7R2w+kdVS2OlJQUPjXYGs6ORgDU+e60K+xccJE59OLeevMVNRPBuH9xQ6cPSvYr9ICoGx1JAFlaat/ORDdD8R3VPxKRn7TybN0xgW2TgYDu5jHW2emQuBAfBbukjQ4id5+IK2jMovPgrK01b8ciO4H4jsqfiXjkdPJsw3oVr4F576AHs/DG+vA1U3S+4vefuAg6TYcEdE/3YjuB+I7Kn4lI7/p5M6GHOaee5nh576A/pPhzf9IHpxA/PYDB05YWNYR/dON6H4gvqPiVzJsTScvl6Plu9OjGJO4jG0tZsO0JeAsz59G0dsPHKQHNWfOHLp168aQIUPM73311VcMGDCAoUOH8uqrr5KRkWHz2t69ezNkyBCGDx9OSEiIXFW0IioqqtTuZQ9E9wPxHRW/kpF3Onl53V3Wngimf8pWvmi+ANdJ88FJviyCorcfSOsoW4AaNGgQS5cuzfVeYGAg4eHhbN++nXr16rFq1ap8r1+zZg3btm0r1syP4tK8efNSu5c9EN0PxHdU/ErGoCbG2XqersZcTj8d7cHTt//mrdbruBQ0S/YU7KK3H0jrKFuAatu2LV5eXrne69ixI66uxo8vrVq1KnOrqi9dumTvKsiK6H4gvqPiVzTyrnka+BP0aQSL/BPYebwzT2bG8GnQDp4e+1KppGAXvf1AWke7zeILDw+nd+/eNo85OTkRFhYGwIgRIxgxYkSp1Kl27dqlch97IbofiO+o+BWe/FJo/LAjmvXHe+PlpMHpy7188L90GaWB6O0H0jraZZLEihUrcHFxoX///jaPr1+/ni1btrB06VJ++umnRy6+3bp1KyEhIYSEhJCSkkJqaiopKSmoVCrS0tKIj49Ho9EQExODXq8nMjISeDjTJDIyEr1eT0xMDMnJycTHx5OWloZKpTKXl5CQQGZmJrGxseh0OvMzVlMZptfo6Gi0Wi1xcXFkZGSQmJiIWq1GrVaTmJhIRkYGcXFxaLVaoqOjbZYRFRWFTqcjNjaWzMxMEhISSuSk0WjMTnFxccI55W0nlUolnJNlO505c0Y4J8t2Sk1Nlcwp4gJ4Zxid+njFUs01k7GarWw42IUcvYG/xm4jreZTsjvl/RmL0E6P+t27ePGilVNxkXUnCZVKxdSpUwkPDze/FxERwZYtW1i1ahUeHh4FlrFkyRI8PT0JDQ0t8NyS7iSRmpqKt7d3sa8v64juB+I7Kn6Fp/8miFY//D7oxk6WRI5E5VGXMe33UKV+PXaNkuRWhUb09gPbjg6xk8TBgwdZs2YN3333Xb7BKSsri3v37pm/Pnz4MI0aNSqV+mVn57OCTxBE9wPxHRW/wmO55mn4tXWsODWE2Ip+DA88iMqzXoEpNuRA9PYDaR1lG4OaPXs2J06c4M6dOwQFBfHKK6+watUqHjx4wKRJkwBo2bIl77//Pmq1mg8++IClS5dy69YtZsyYAUBOTg79+vWjc+fOclUzF3q9vlTuYy9E9wPxHRW/wlOjIqRmGQi7/CXvxM5mv/czhLXZTpZrBfPx0kb09gNpHWULUF988YXVe0OHDrV5ro+Pj3lKep06dfj555/lqtYj8fT0tMt9SwvR/UB8R8Wv8IxvlcPdb1/nxcvf8EuNEGb6ryfbuZzxPq4wobVktyo0orcfSOuo7CRhwe3bt+1dBVkR3Q/Ed1T8ColWw+BtIbx4+RvWPfEa01tvzBWcutRD9jVPthC9/UBaR2WzWAtq1qxp7yrIiuh+IL6j4mcbvcG4U/nq05CVeovvjg2i2c3D5ExaSKUWr9HitHFMqkZFY89pYBP51zzZQvT2A2kdlR6UBVeuXLF3FWRFdD8Q31Hxs8a03umdv+BOwhVW/NWJJ1JP8lqbzUxxf42BTWDXKDg1yfg6uKl9ghOI334graMSoCxo2rSpvasgK6L7gfiOip81phxPDVNPsf1wIN4P1LzQ4U/CfUdw4Cr8ckGGihYT0dsPpHVUApQFpkWQoiK6H4jvqPhZs/o0tFftZsuRbmid3RkWeIgTVboAxkSEq05LXcviI3r7gbSOSoCyICAgwN5VkBXR/UB8R8XPmvZnV7P65ACulH+SoR2PcKniU7mO22O9U36I3n4graMSoCwQPZmY6H4gvuO/3S/X5q/LDWyc/SHvn5rAQe9ejAz8B7V7Datr7LHeKT9Ebz9QUr7LhujJxET3A/Ed/81+lpu/Zmsf8Gn0FEKS1rCtzlje8VuO1sk6A6691jvlh+jtBw6SsNARMW2oKCqi+4H4jv9mP9NkCNesNH443peQpDUsavw+r/utJtvZjXIuuc+353qn/BC9/UBaR6UHZYG/v7+9qyArovuB+I7/Jj/LtU0pdyEzG3zS41l7Ipi6WZd5rdUPbK/9ovlc3/JQyb1srHfKD9HbD6R1VHpQFsTGxtq7CrIiuh+I7/hv8bNc2xStNuZxaqE+xI7DT1P1wU1Gd9hrDk4mNNllZ71TfojefiCtoxKgLGjQoIG9qyArovuB+I7/Fj/T4zxTosFBqo1sPNaTdLfKDO50lONVu1pdW5YmQ+SH6O0H0joqAcqC5ORke1dBVkT3A/Ed/y1+q0//LzgZDEyP+5hvz4zmdKWnGdLxCAnlG1tdV9YmQ+SH6O0H0joWOAa1ceNGgoOD8fLykuymZZUqVarYuwqyIrofiO8oop/lWJOTpgqG43DlDpTL0TI/egJDVT+yrdaLvO23ggcuj1ldXxYnQ+SHiO2XFykdC+xBpaamMmrUKF5//XUOHjyIwSBbAl67k5WVZe8qyIrofiC+o2h+eceaXHKyiFZDucxUNhzrxVDVjyx4ci6vt1qXKzi5u4K3B/j5wGdBsCy47I032UK09rOFlI4F9qCmT5/OtGnTOHz4MDt27GDevHn07t2boUOHUqdOHckqUhZwdhb7iafofiC+o2h+eceasg3ONMy8wNoTwVS/n8TU1pvYWfO5XNd4uhqD0mAH3NZOtPazhZSOhSrJyckJb29vvL29cXFxISMjg5kzZ7Jw4cJHXjdnzhy6devGkCFDzO+lp6czceJEgoODmThxIunp6TavjYiIIDg4mODgYCIiIoqgVHzc3KwX+omE6H4gvqNofuaxpv/RPOUgOw49TUVdOs93+ItdNoKTozzOs4Vo7WcLKR0LDFAbNmxg5MiRLFy4EH9/f7Zv386cOXPYvHkzf/755yOvHTRokDlTronVq1fToUMHfv31Vzp06MDq1autrktPT2fp0qVs3LiRjRs3snTp0nwDmZRkZmbKfg97IrofiO8omp95nzyDgbFXvuHzw8+R4lGbQZ2Oc6pKR8q7GR/jOeLjPFuI1n62kNKxwEd8aWlpLFq0yCoJlbOzM4sXL37ktW3btkWlUuV6b9++faxZswYwBrBx48Yxc+bMXOccOnSIwMBA88SMwMBADh06RL9+/Qo2KgHe3t6ylm9vRPcD8R1F86tRETIytXxy/hWeu7aav6sH83KrTdxzNc4Zb1DZuKZJFERrP1tI6VhgD2rq1Kn5Zkhs2LBhkW9469YtqlWrBkC1atW4deuW1TlqtZrq1aubv/f19UWtVtssb+vWrYSEhBASEkJKSgqpqamkpKSgUqlIS0sjPj4ejUZDTEwMer3evA2HaUPDyMhI9Ho9MTExXLlyhfj4eNLS0lCpVObyEhISyMzMJDY2Fp1OR1RUVK4yTK/R0dFotVri4uLIyMggMTERtVqNWq0mMTGRjIwM4uLi0Gq1REdH2ywjKioKnU5HbGwsmZmZJCQklMhJo9GYnWJiYoRzyttOly9fFs7Jsp1OnjzpsE7JKSmER6Yya0sCz6zO5P2tsXQun8yfkU8bg5PfOH7q8QVDq18EYGTVaCb4lW2nov5/ioyMLPPtVNK/EefPn7dyKi5O0dHRsk7LU6lUTJ06lfDwcAA6duzI4cOHzcfzfg+wdu1aHjx4QFhYGADLli3Dw8ODl1566ZH3Cg0NNf8HLg46nQ5XV3F3fxLdD8R3dFQ/y41eTWNOT2VEsfrkQKpq1bwdsI7tviGUc9LxwOBqHmty5Md5tnDU9isKthybN2/O5s2bi1xWqU8pqVq1Kjdv3gTg5s2bVK1a1eocX19frl+/bv7+xo0b5l6XnJw/f172e9gT0f1AfEdH9cs7W69Pyna2H+6IsyGH0Z0PUr5XCH4+8Fy180KMNeWHo7ZfUZDSsdQDVPfu3c2z8iIiIujRo4fVOZ06deLIkSOkp6eTnp7OkSNH6NSpk+x1a9Wqlez3sCei+4H4jo7ql3dniOWRw4it6MfATic4WbENZ24Yx5o+GdWqzO6jJwWO2n5FQUpHWQPU7NmzeeGFF0hISCAoKIjt27czfvx4jh49SnBwMEePHmX8+PGAMep+8MEHAHh5eREWFsaoUaMYNWoUYWFhpbKThejJxET3A/EdHdUv5S546O6x+HQIr1/8gG21XuS5p/82Jxg0zeZzVL/CIrofSOso+xhUaVLSMSgFBQVpyJsqo/KdeL47NoQn755nftPPWd5wFjg97CL5+Yg1W08hNw4zBlWWEf3Tjeh+IL6jI/jl3b6oxdXd/Px3W2rcT+Kl9rtZ/sQbuYKT5UavjuBXEkT3A2kdlQBlgejpmEX3A/EdHcHPNCFC80DPtLi5rD0RTJJnPfp3PsWBas/mOjfvzhCO4FcSRPcDJeW7bJjWHYiK6H4gvqMj+K0+Dc5ZGSw/NZRZF+cQUfN5hnY8zDVPY56gR2306gh+JUF0P5DWUewJ+UXkySeftHcVZEV0PxDf0RH8HlPFEnFoMPWzLvFhs0WsrT891yO9Cm7GrLe2cAS/kiC6H0jrqPSgLEhMTLR3FWRFdD8Q37Gs+ekNEB4L/TdBmxUw9/MdrP+rPZWybzO6w17WNng1V3CCR2e+LWt+UiO6H0jrqPSgLPD19bV3FWRFdD8Q37Es+VnuDnH/QQ6vX3ifqfHziKrUniltfkblXtvqmoIy35YlPzkQ3Q+kdVR6UBbcuXPH3lWQFdH9QHzHsuRnmgzx2L1U1p4IZmr8PDbVmcCIp/8hxaM25Vxyn1+YVBllyU8ORPcDaR2VHpQF7u7u9q6CrIjuB+I7liW/1aehqfoIiyNHUvWBmrf8lrOp7v8GlwzgWx4quRvXQdWoaOw5DWzy6B0iypKfHIjuB9I6KgFKQUGh6BgMdI/8hlfPvkGKex2GdjzCOa+AXKdosuHgWDvVT0EIlABlwf379+1dBVkR3Q/Ed7Snn2l3iE3H0pn093hmqX7md9/BvNFqLRlulazOf9RkiPxQ2s/xkdJRCVAWVKpk/Z9MJET3A/Ed7eVnmhCRGn2GhcdHUEdzhblPfcnKBjOtZulBwZMh8kNpP8dHSkdlkoQFN27csHcVZEV0PxDf0V5+EbEGfA+sZtP+p/HIySLk6b9Z2fD1fINTQZMh8kNpP8dHSkelB2VB3bp17V0FWRHdD8R3tIvf/Swqfvcycy/9wAHvXrzqv4Fbj/nkOsXd1bgAt7CTIfJDaT/HR0pHpQdlwcWLF+1dBVkR3Q/Edyx1v4TzMK09PS+tZ1Hj93mx/e9WwQke7g5R0lxOSvs5PlI6Kj0oC/z8/OxdBVkR3Q/EdywNP73B+EgvafNKJh59FU25x/m4++9sL/9svtcUZ0KELZT2c3ykdFR6UBaIvhW+6H4gvqPcfnoDzPj5Du7zQ5h2OIzjVbrwTKcodlV8Fpd8ekXFnRBhC6X9HB+HTlh45coV3njjDfP3SUlJvPLKK4wZM8b83okTJ5g+fTq1atUCICgoiClTphRYtpKwUEGhZPy9+yiNlz2Hz30VXzaZy/KGb2BwMn6OdXYCV2d4kPPwfNOECMsdyRUU8lLchIWl/oivQYMGbNu2DYCcnByCgoIICgqyOi8gIIDFixeXat1OnToldL4W0f1AfEcp/Syz3l7P0DM14QteiHyPFPc6jAg8wOnKT1udX5zdIYqC0n6Oj5SOdh2DOnbsGHXq1KFmzZr2rIYZ0X9xRPcD8R2lDE6mjV7L373O11Fj6JK6l101RvC23wqbC29B/t0hlPZzfIRJWLh792769u1r81hUVBTDhg1j8uTJXLp0Kd8ytm7dSkhICCEhIaSkpJCamkpKSgoqlYq0tDTi4+PRaDTExMSg1+uJjIwEHj4njYyMRK/XExMTw6lTp4iPjyctLQ2VSmUuLyEhgczMTGJjY9HpdERFReUqw/QaHR2NVqslLi6OjIwMEhMTUavVqNVqEhMTycjIIC4uDq1Wa07qlbeMqKgodDodsbGxZGZmkpCQUCInjUZjdjp8+LBwTnnb6eTJk8I5WbbTX3/9JYlTxAWolXmKtsl/8Peh5rS9fYitT8/htYANdPS+TjXXTDpWSOCJx1Jp4ZFCa08Vdcul0auy9E6W7RQVFSVEO+X3u7dv3z7hnPK206FDh6ycikupj0GZyM7OpmfPnoSHh+Pt7Z3rWGZmJs7Oznh6erJ//37mz5/Pr7/+WmCZJR2D0ul0uLqKO7FRdD8Q31Eqv6H/0dD/wFuMS/iWCxWa80rAZuIqNn/kNZ6uxgy4g5uW+Pb5orSf42PLsbhjUHbrQR04cICnnnrKKjgBVKhQAU9PTwC6du2KTqcjLS1N9jo9qqcmAqL7gfiOxfWzTCw46oszfB7elnEJ37K2/jQGdD5RqOBU3N0hioLSfo6PlI52C+WPeryXmppK1apVcXJyIjo6Gr1eXyp7WNWubZ1gTSRE9wPxHYvjZxpvOpyYw+gLC5l14V3Synkzpv3v7K/W2+Y1dR6XdzJEfijt5/hI6WiXAKXRaDhy5Ajvv/+++b0tW7YAMHLkSPbs2cOWLVtwcXHB3d2dBQsW4GRjzy+pSU1NpUKFCrLfx16I7gfiOxbHL+ICxF9IZNXJFwm8/Q+7qw/lLb8V3ClX1eb5nq4wK1DeR3n5obSf4yOlo10ClIeHBwcPHsz13siRI81fP//88zz//POlXS3hf3FE9wPxHYvjd2nbRsIPv4yLIYfXW65lW+2XbG7yCqX3KC8/lPZzfKR0FHu0rohkZ2fbuwqyIrofiO9YkJ/l2qbMW2l8eO4V3ri8iZOVOzLD/z9c82xodY2LE1R2L91Hefnxb28/EZDSUQlQFuj1entXQVZE9wPxHR/lZ7m2qZ3qd1ZGT8Bbe4MFT85l6RNvkuNs+797s2rGTV7LAv/m9hMFKR2VAGWBaeagqIjuB+I7Psov4gKcuZzOB2df57lrq7lYoRkT2+wgulLb/MuTcB89Kfg3t58oSOmoBCgLbt++TeXKle1dDdkQ3Q/EdzT5WT7KM820a3TlT3YcHU/1+yqWPPEmixp/iNbF3XytE5uaSPUAACAASURBVGC56NHe4022+Le0n8hI6agEKAvKypZLciG6H4jvWLNmzVyP8rKyobzuLs8df4MXEpdzqXwThnY8zJnKHayuLe8GDSqX/tTxovBvaD/RkdJRCVAWXLlyhWbNmtm7GrIhuh+I6WjZW3rKcIXD2mao7xl3Fe+U+l/mnx1PLU0iyxvO4qsnP0br4mGznAaVy85YU36I2H6WiO4H0joqAcqCpk3tsPCjFBHdD8RzzNtbOk9T9ICnLpM5sW/y4tUlXC7fmBGBBzhZpVO+5ZS1sab8EK398iK6H0jrqCQstODMmTP2roKsiO4H4jlGXHgYnABGeZ+hm/p39uxvwQtXl7KqwQz6djlTYHAqa2NN+SFa++VFdD+Q1lHpQVkQEBBg7yrIiuh+4NiOtiY+3Ln/MDhVfpBK271fM0/1I5fKN2FE4H5OVulsVY69timSAkduv8Iguh9I66j0oCwQPR2z6H7guI6mR3nv/AXRakjVGF+vZQAGA4NVG/jvP08xKHkT3zSaQ78uZ2wGJ9M2RbtGwalJxtfBTR0jOIHjtl9hEd0PpHVUelAWiJ5MTHQ/cFzHvI/yTNTKusq8c5PpfvN3Iit1YJTfSi487mezDEd6lJcfjtp+hUV0PxAoYWFZw5TUS1RE9wPHdVx9OndwcjbkMPbKN/y5vzntbh/gg2bfMKzjIdo2fHhSOWfj4zxvD/DzMeZqWhbsOL0lWzhq+xUW0f1AWkelB2WBv7+/vasgK6L7geM45h1vSrv/8Fjz9NN8em4yre8cZ1+1vrzbYikqz3oAbEo1+pl6S44ekPLiKO1XXET3A2kdlR6UBbGxsfaugqyI7geO4WhrvCnHABWz0/ng/KvsPNiW2lkJTPffQGi7X1F51qPO48Ze0vBqscL0lmzhCO1XEkT3A2kdlR6UBQ0aNLB3FWRFdD9wDEer8SaDgYHJPzHn/2birb3Bj/WmsKDJXDLcjNvFWOZn0mga4GF7Ha4QOEL7lQTR/UBaR7v1oHr37s2QIUMYPnw4ISEhVscNBgOfffYZ/fr1Y+jQocTExMhep+TkZNnvYU9E9wPHcLQcb2qYeYENx57huzPPk+Jem4GdjjOnxeJcwcly4oMj+JUExc/xkdLRrj2oNWvW5Lup4IEDB7h69Sq//vorZ8+eZe7cuWzcuFHW+lSpUkXW8u2N6H5Q9hxtrW26cgfcc7KYemkeYfFfoHHx5N0WS9hYdxJ6J5dH5mcqa35So/g5PlI6ltlHfPv27WPgwIE4OTnRqlUr7t69y82bN6lWrZps98zKyhJ6p2HR/aBsOebdpgggNcvAM+qdfHD+VepoEvi51hjmPbWA1Md8zdc9Kj9TWfKTA8XP8ZHS0W4BysnJibCwMABGjBjBiBEjch1Xq9VUr17d/L2vry9qtVrWAOXsLPacEdH9oGw55h1ranw3hvdjZtA19U8uVmjGyKf/5ljVbrmuKWjPvLLkJweKn+MjpaPdflrr169ny5YtLF26lJ9++omTJ0/mOm4wGPK5Mjdbt24lJCSEkJAQUlJSSE1NJSUlBZVKRVpaGvHx8Wg0GmJiYtDr9eY5+qbVzpGRkej1evPx+Ph40tLSUKlU5vISEhLIzMwkNjYWnU5HVFRUrjJMr9HR0Wi1WuLi4sjIyCAxMRG1Wo1arSYxMZGMjAzi4uLQarVER0fbLCMqKgqdTkdsbCyZmZkkJCSUyEmj0Zid7ty5I5xT3nYy3ae0na5cSSA8MpWXt6Qw5gcVYzensS8ynnJ6DSM9jvDh+en8caAlre6cYFf7WfTtcoZGTSrijJ4BlWKo5KKhV6V4+tdNo02F/H/3EhMThWin/H733NzchHOyfL127ZpwTnnbKS0tzcqpuDhFR0cXLhLIyJIlS/D09CQ0NNT83kcffUS7du3o168fAAMGDGDNmjWP7EGFhoZaBbqikJCQQP369Yt9fVlHdD+wj6OtR3kALnodo66t5PULc/DKTmNj3TC+avIxaeW8AahQjPxMoreh4uf42HJs3rw5mzdvLnJZdnnEl5WVhcFgoHz58mRlZXH48GEmT56c65wePXqwceNG+vbty9mzZ6lQoYKsj/cAvL29ZS3f3ojuB6XjmHfig7sb5vxMJgJT9/F+zAya3T3LkSrd+bD5N8Q+3jJXOcXJzyR6Gyp+jo+UjnYJULdu3WLGjBkA5OTk0K9fPzp37syWLVsAGDlyJF26dGH//v3069cPd3d35s6dK3u9kpKShM7XIrofyO9os7ekeXi8QeZF3rzwNn2vb+eaR33CAn7m9+pDwCl3t6i4+ZlEb0PFz/GR0rFMPOKTipI+4tPpdLi6ltmJjSVGdD+Q3zE81rgDRN5NXatq1bwa9zHPJy5H6+zO0ifeYmXDmTaz25ZkmyLR21Dxc3xsORb3EZ/4U0qKwPnz5+1dBVkR3Q+kddQbjAGp/yZos8L4+tWR3MHJPSeLqXGf8s/fjRiduIxNdSfRrcclvm/8rjk4mbYpkmJTV9HbUPFzfKR0VHpQCgo2yG/igwlnQw7Dk37g9QtzqK5N5nffwcxv+jmXK+TOdeHpagxIg8V+qqOg8EiUHpQEiJ5MTHQ/kM4xv/xMGAz0UP/G7gP+LDg7nmSPugwLPEBY23CbwUnq/Eyit6Hi5/goCQtlQvRkYqL7gXSOefMzATx9629mXXiPdmmHSPB8gikBW/mt+jDzBIhyzuBbATTZ8qVaF70NFT/HR0lYKBOif7oR3Q+K52hrrOnKnYfHW6cdZcPRXmw+2oM6WVd4p8VSenWL4bcaw83BydMVejSA/aHyploXvQ0VP8dHSkdlDErhX01+Y01OwFPpZ3j94hx6qXeRWq4aixu9w4a6YWhdPKjzOFRyL9oiWwWFfyvKGJQEmLYWERXR/aDojrbGmp7IjOX7yJHsPtiadrcPMr/JPLr0uMyaBjPQuniY8zPtGiVvb8kWoreh4uf4SOmojEFZ8OSTT9q7CrIiuh8U7Jh3F4jMbLiv+9+1d88x9dKnDEjeTJZLeb5pNIfVDWeS7lbJfL0cEx+KguhtqPg5PlI6KgHKgsTERBo3bmzvasiG6H7w0NFWHqax/rD7EhzK02NqkX6KaXGf0udGOJkuFVj2xGxWNnid249Vo4Ib+BVxv7zS8BMVxc/xkdJRCVAW+Pr6FnySAyO6HxgdbeZh0sBbeyHHYPwHEJB2hGlxc+l58zfSXSvxdeMPWFt/OunlHiZcK85+eXIiehsqfo6PlI5KgLLgzv+3d+5xUZb5Av/OBeUyAoZczEvhJT2uoWuaa+mmq1aCEZAr7uoe2y3NdsuP9vFsq7lxci0z67TbabN1M0u7uGmSqLmpxFlFzUgMUcIQBXTkqlwcZhhmmDl/zDINwgiDA/O+r8/38+Ez8M47zzxfnvczv3ku7/OrqSE4ONjX1egylO4HDsf0S8Ft3sPUaAPsdn5y5V88XbCaiZfTudyjD2uHvcSW237LVb+QFud3dr+8rkTpbSj85I83HUWAcsHf39/XVehSlO4HDseNh1sHJ43NyoNlO1h47lVG12ZR0TOS1f/xKh8MXIRJG9SqHF/PNblD6W0o/OSPNx1FgBLIHtf5pgAz5LnkRwuw1pN84V0eO/86A03nORc0lOUj3+bT/v/ZaiNXf60jR5MU5poEAoEIUC1oaGjwdRW6FCX6XTvfdHdQA0126GMuZ37Rm/yq+C16W67wTe97+NOI/2F/ZDx2Veu7K+SyZ54S29AV4Sd/vOkoApQLoaGh7Z8kY+Tu19bKvFGRkFkCxn8vFe9ZeZGXz/6JRP0Wetga2ReZwIZByzh+yz2Ao0fkp26ZXFCqw3ltIfc2bA/hJ3+86SgClAvl5eWKnsCUs5+7lXmnKkBjsxBb/hmPFv0v468cwqQOYHv/R3kn+hnO6364JyNQCxMHQuzQlkFOTsN5cm7DjiD85I83Hbs9QJWVlbFixQqqqqpQq9XMmjWLefPmtTgnKyuLxYsX069fPwCmTp3Kk08+2eV1GzhwYJe/hy+Rs19bOz6EmSv4ZckG5pa8Td8GPSUB0bwy4mW29F9InV9vADQq6O3fOhAlSnwozx1ybsOOIPzkjzcduz1AaTQali1bxogRI6ivryc5OZkJEyYwePDgFueNGTOGv/71r91at++//54777yzW9+zO5GLX1tDeTUN/w5Odjtjar7iV8VvEVf6CT1tjfyrz/08N3I9GRGxPHxLHnXVvZ1ljQiX1n1MN4pc2rCzCD/5403Hbg9Q4eHhhIeHAxAUFER0dDTl5eWtApQvUPqFIwc/d0N5IY1X+LV+C3MuvMPwq6cwaHR8PGAhm2//HYW6H7pDqdU/OErxPqYbRQ5teCMIP/njTUefbhar1+vJz88nJiam1XM5OTk88sgjLFq0iLNnz7otY9u2bSQnJ5OcnExpaSlVVVWUlpai1+uprq6msLAQk8lEXl4eNpuN7Oxs4Ict4bOzs7HZbOTl5XHs2DEKCwuprq5Gr9c7yysqKsJgMJCfn4/VaiUnJ6dFGc2Pubm5mM1mCgoKqKuro6SkhIqKCioqKigpKaGuro6CggLMZrNzQ8Vry8jJycFqtZKfn4/BYKCoqOiGnEwmk9Pp0KFDkndKy8zjyAUbiSHZYLfzvPVv/OXEXI6n9+W/85bg3wNeGPUmSxMy2ThmFcERvRgZUMqQnlXcoyvi8fCveDAkn1A/K08OyCF+mO+dPG2n6117Bw4ckEQ7edPJ9dpr/lGSk+tjenq64pyubaeDBw+2cuosPku3YTQaefTRR1m4cCHTpk1r8ZzBYECtVhMYGMjBgwdZu3Yte/bsabdMkW5DfrS1eWuIQU+i/gPmlLxDtPEstdoQPus3j48HLuC74FGtygjQwKwR8G25PBc+CARKR1bpNiwWC0uXLiUuLq5VcALQ6XQEBgYC8NOf/hSr1Up1dXWX10vpycSk5tc8nLfiSzh36Sr3FbzPxsxpfJU+gOX5f6DCvy9LRm1m3LRSnh/5ZpvBKVALP70dVk1xzDVtuOt4t6a/6G6k1obeRvjJH1mnfLfb7aSkpDBo0CDmz5/f5jlVVVWEhYWhUqnIzc3FZrN1y/0DSk/H7Eu/thY+/DjcClkHWFOyhQfKUgmwmSgOHMQbQ/9Iar95FAW13hG5vUSBog3ljfCTP9507PYAdeLECXbt2sXQoUOZNWsWAIsXL6asrAyA2bNns2/fPj755BM0Gg3+/v6sW7cOlarrvw7n5OQwalTrb+lKoTv82ktzYWq0Mbb6MHGl25hZ+gnh5nJq/Hqzvf98Uvv9iuO9JzjTqF9Lc6LA6+32INpQ3gg/+eNNR5Hy3QWr1YpWq9x7l7vaz136dH9VE6MvH2bGpW3MKPuUSHMpDeqe/F94LDv6/4qM8FgaNT2vW3bzbg9vx11/6E60obwRfvKnLcfOzkEp+z/lIWfPnmX4cJnewdkBvO13bW/J3w8q6h3bCGlsVsZVZxJbup0ZZZ8SYS6jQe1PRkQsn0fNIj1yJvXaXtctvzObt4o2lDfCT/5401EEKBf69+/v6yp0KZ3162h22uC6Gh6o/CfTyncxuXIvoZZqTOoAMiJi2dP353wZEYdRq+vQe3Z281bRhvJG+MkfbzqKAOVCVVUVOl3HPkDlSHt+HQ1Ertlp+xvOMq18F9MqdjHuyiH87FYu9+jD/sh40iMe4l/hD7QblFSA6zjzjWzeerO3odwRfvLHm44iQLmg9AunveDUkTTpwZYaJlzOYFLlfu69fIBB9QUA5Pcayd8G/RdfRszkRO/x2FSaDtXJ2/cw3cxtqASEn/zxpqMIUC5YLJb2T5Ixrn7Xmz9yxW5tZGz1USZWHWBi1X5G1WShwUa9Joivwibz/m1Pkx45kwuB0dd9b7UKtG7SXKya4r17lm6mNlQiwk/+eNNRBCgXbDabr6twQ7gbolMB734LvRttVPdoe9gOk+Mh0GpgTPVR7r5yiLuvHGJ0zTECbCaaUJMTejdvDnmOQ+HT+TZ0PBZ1jw7VqzvTXMi9DdtD+MkbpfuBdx1FgHKhefcKqePJXNGy/Y4A1WSHgT0CKalxGbaz2enbcJHRNV8ztjqTcVcy+VHdCbT2JppQkxc8mo8HLuBo2BS+CptMnV/HbpbuoYZIHZgs3Z/mQi5t2FmEn7xRuh9411EEKBeuXLlC79692z+xC2iv99PRRQtN9tblNnOnvYDBFVXE1GQRU/sNMbVZRJjLAWhQ+3MidDzrB/+Br2+ZRHboBAx+1086dr1hu/buV+oqfNmG3YHwkzdK9wPvOooA5cKtt97qtbLaCjiP/RgeugN2fe9576f5mLtA1OjSq/azNRJd/z3D63IZdvUUw67mMvzqSQaYih11Q0WhbjgH+zzAydBx5ISMIy94tNubZd0FIilmp/VmG0oR4SdvlO4H3nUUAcqF8+fPM2LECLfPdzToROkAFZy7Akar47VVJlh+AF46BIbGlsc70vtpxjUQhTZe5vb6s0TXF3Cb8SyD6s8w7OopBhvy8bM73sCi0nIuaBgnQn/CN8N/zsc9Z3IqZEy7N8k205FAJKXstO21odwRfvJG6X7gXcebfqsj16BTdtVGVC91h4MOOJZJ9+rZMuh4Bbud3pbL3Gq6QFTDRfo2XKSv6SIDTOe5rf4stxvPEmr5YYd3Gyr0AQP5vtdI8nvdyZled3Km10jOBQ1z9ozU2LC1s4H99eaP5IDNZkOt9mmasy5F+MkbpftB245iq6NO4Hrvz6jSDJ7WnWT3xR+z+VwvtgToqLT3opJemDSBVJna/oQ2NYHJ6P491PYmAq31BDYZCLIaCGoyEGg1oLPWcUtjFbc0VtHbUkWYuZLeFsfffczlRDVcxN9mblGWVaWh1H8ARUFD2NV3DkVBQzgfNJTiwCFcCIzGrPG/ru8v+nzLh1VjHPWS4PyRN/j2228ZM2aMr6vRZQg/eaN0P/Cu403dg0rNd+QiMlogLXMco2rbfq0NFY3qnljUfjSptFhVWqwqP6xqLU0qLWq7DY3ditZudTzarKhpws9mwd/W0G49GlV+XOkRzpUefaju0YeqnhGU+fen1L8/pf4DKA1w/F7VM/K6N8C2FXTUqpbzWCDd+SOBQKBMRA+qE2w88cOihKd+vJVfBmZy6HJ/gqxX/93buUqQ9So661V62MwuAciC1m5Fa7egtVlpUmloUmmdj82By6rSUq/VYdTo2ny80qMPV3qEU6/RuU0x0RaeLFr4zWhH0RtPwHjVcY7Z75Ls/JE3OH78uKJz7gg/eaN0P/Cu403dg7prg2ORghQQvR+BQKBUZJXyXSr0vWYh29w+2V36fgEaiAiEgGv6rYFamBYNr0yDOyOgT4Dj8bXp8Nr9LY+tmQp/m+no+ez+BRxfSIdTnGdnd62fFFC6o/CTN0r3A+86+qQHlZmZydq1a2lqaiIpKYnHH3+8xfONjY2sWLGCvLw8QkNDWbduHf369Wu33E7NQaX/sPquI6vcrqV5Fd/VRjBds7pvSJjjd9dezsw7YPf38I4Pej836woiJSH85I3S/UDmq/iampp48cUX2bBhA1FRUcyZM4cpU6YwePBg5zk7duwgODiYzz//nL179/L666/z6quver0uDw+Dzwsgs8QRpOJC89lVM6LLg07CcM/zHHmD/Px8xd+DoXRH4SdvlO4H3nXs9gCVm5vLwIEDGTBgAAAzZswgIyOjRYDKyMjgySefBGD69Om89NJL2O12VB4sJOgIapVjuCztjCO4nK6P5s4IeQUdT4iOvv6O40pA6Y7CT94o3Q+869jtfc2KigqioqKcf0dGRlJeXu72HK1Wi06no6amps3ytm3bRnJyMsnJyZSWllJVVUVpaSl6vZ7q6moKCwsxmUzk5eVhs9mc46PHjx8H4NsT2cTfYeOVUXm8dW8Rf7m7kPsiqykv1TM+pJT3plfx6f1FbH3IwHDysTVZycnJaVFG82Nubi5ms5mCggLq6uooKSmhoqKCiooKSkpKqKuro6CgALPZTG5ubptl5OTkYLVayc/Px2AwUFRU5LFTdnY2NpuNvLw8TCYThYWFVFdX89133zn/R0VFRRgMBvLz87Fa5euk1+tbOJ0/f15xTq7t1DyErSQn13a6dOmS4pyufVSa07XtdPr06VZOnaXb56C++OILjhw5wgsvvADArl27yM3NZcWKFc5zEhISePvtt51BasaMGXz88ceEhl5/N+3O7CThSnV1taI3clS6HyjfUfjJG6X7QduOslnFFxkZSVlZmfPv8vJyIiIi3J5jtVoxGAyEhIR0ed2MxutsCaEAlO4HyncUfvJG6X7gXcduD1AjR46kuLiYixcvYrFY2Lt3L5MnT25xzuTJk0lLSwNg//793H333V6ff2oLpa+uUbofKN9R+MkbpfuBdx27/b+l1WpZsWIFixYtIj4+ngceeIAhQ4bw5ptvkpGRAUBSUhI1NTXExsayefNmlixZ0i118/Pz65b38RVK9wPlOwo/eaN0P/Cuo6J2kpg0adIN5SJR+viw0v1A+Y7CT94o3Q/adrx06RKHDh3yuCxFBagbJTk5uVMTeXJB6X6gfEfhJ2+U7gfedVT+gKhAIBAIZIkIUAKBQCCQJJrf/va3/+3rSkiJH/3oR76uQpeidD9QvqPwkzdK9wPvOYo5KIFAIBBIEjHEJxAIBAJJIgKUQCAQCCSJogPUH//4R+677z4SExOdx86cOcPcuXNJTEzkqaeewmAwtHouISGBxMREzGYzAKdPnyYxMZHY2FjWrFmD3S6dUVFPHHfv3s2sWbOcPzExMeTn5wPSdfTEz2Kx8Nxzz5GYmEh8fDzvvPOO8zWZmZk89NBDxMbGtjjuazz1W7lyJYmJiTzyyCNkZWU5XyPV9isrK+M3v/kN8fHxJCQk8MEHHwBQW1vLggULiIuLY8GCBdTW1gJgt9tZs2YNsbGxJCUlkZeX5yxr586dxMXFERcXx86dO33icy2e+p07d465c+cyZswY3nvvvRZlSfUa9dRx9+7dJCUlkZSUxLx58zhz5oyzLE8dFR2gHn74YdavX9/iWEpKCkuWLCE1NZWpU6eyadMmwLHn3/Lly3n++ef57LPP2LRpE1qtIxvJ6tWrSUlJYc+ePRQXF5OZmdntLu7wxHHmzJls376d7du389JLL3HrrbcyfLgjR4hUHT3x27dvH42NjaSmpvKPf/yDbdu2odfrnTnI3nrrLXbu3MnevXspLCz0hU4rPPHbvn07AKmpqWzYsIF169Zhs9kA6bafRqNh2bJlpKWl8eGHH7J161YKCwvZuHEj48ePZ8+ePYwfP56NGzcCcOjQIYqLi9mzZw8pKSmsXr0acHwYrl+/no8++oiPPvqI9evXOz8QfYmnfiEhISxfvpxHH320RTlSvkY9dezfvz+bNm1ix44dPPHEE86NwTvjqOgANXbs2FabzBYVFTF27FgAJkyYwIEDBwA4cuQId9xxB8OGDQMgNDQUjUZDZWUlBoOB0aNHo1KpiI+P58svv+xekevgiaMre/fuJTY2FkDSjp74qVQqTCYTVqsVs9mMn58fOp2uRQ4yPz8/Zw4yKeCJX2FhIePHjwcgLCyM4OBgTp8+Len2Cw8PdyavCwoKIjo6mvLycjIyMnj44YcBR5Bubo+MjAzi4+NRqVSMGjWKq1evUllZyeHDh5kwYQIhISGEhIQwYcIEDh8+7DOvZjz1CwsLY+TIkc4vv81I+Rr11HH06NHOazomJsaZTqkzjooOUG0xZMgQ5z/liy++cO6aXlxcjEql4oknnmD27Nm8++67gCM3VWRkpPP1kZGRVFRUdH/FPcCdoyv//Oc/mTFjBiA/R3d+06dPJyAggJ/97Gfcf//9zJ8/n5CQkA7lIJMS7vyGDRtGRkYGVquVixcvkpeXR1lZmWzaT6/Xk5+fT0xMDJcvXyY8PBxwfABevnwZaDtfXHNuobaOS4mO+LlDLteop46pqalMnDgR6JzjTRegVq1axdatW5k9ezZGo9G5sWFTUxMnTpzg5Zdf5v333yc9PZ2vvvqqzbH87thZ/UZw59jMyZMn8ff3Z+jQoQCyc3Tnd+rUKdRqNenp6ezdu5fNmzdz4cIFxfglJiYSGRnJnDlzWLt2LaNGjUKj0cjCz2g0snTpUp599ll0Op3b89zNnUndsaN+7pC6H3ju+PXXX7Njxw6WLl0KdM6x21O++5pBgwaxYcMGwDGUcvDgQcARze+66y7nJoeTJk3iu+++Y+bMmS2ifHl5ufNbg1Rx59iM6/AetP4mI3VHd3579uxh4sSJ+Pn5ERYWxujRozl9+jRRUVHt5iCTEu78tFotzz77rPO8efPmcdtttxEcHCzp9rNYLCxdupS4uDimTZsGOIa6KisrCQ8Pp7KykrCwMMB9vrjIyMgWi0LKy8sZN25c94q4wRM/d3QkT54v8dTxzJkzpKSksH79emei2c443nQ9qOZuqM1mY8OGDcyePRuAe+65h4KCAuccxjfffMPgwYMJDw8nKCiInJwc7HY7aWlpTJkyxZcK7eLOsfnYvn37ePDBB53H5Obozq9v374cO3YMu92O0Wjk5MmTREdHdygHmZRw52cymZzJ4I4cOYJGo5H8NWq320lJSWHQoEHMnz/feXzy5MnOlXg7d+501nfKlCmkpaVht9vJyclBp9MRHh7Ovffey9GjR6mtraW2tpajR49y7733+sTJFU/93CHla9RTx9LSUpYuXcqaNWu4/fbbned3xlHRO0n8/ve/Jysri5qaGm655RZ+97vfYTQa2bp1KwBTp05lyZIlzm7mrl272LhxIyqVikmTJvHMM88AjiW8K1eupKGhgYkTJ7JixQrJdL89dczKyuLPf/4zH374YYtypOroiZ/RaGTlypWcO3cOu91OQkICv/71rwE4ePAgr7zyCk1NTSQmJrJw4UJfajnxxE+v17No0SJUKhURERGsWrXKTMYhuAAAAbtJREFUmV5Gqu2XnZ3N/PnzGTp0qDOR3eLFi4mJiWHZsmWUlpbSt29fXnvtNUJCQrDb7bz44oscPnwYf39/Vq9e7dw2JzU1lb///e8ALFiwoMXSfF/hqV9VVRXJycnU19ejVqsJCAhg586d6HQ6yV6jnjqmpKSwf/9+57Wp0Wicu5t76qjoACUQCAQC+XLTDfEJBAKBQB6IACUQCAQCSSIClEAgEAgkiQhQAoFAIJAkIkAJBAKBQJKIACUQCAQCSSIClEAgEAgkiQhQAoGEOHXqFElJSZjNZoxGIwkJCRQUFPi6WgKBTxA36goEEuONN96gsbGRhoYGoqKiePzxx31dJYHAJ4gAJRBIDIvFwpw5c+jZsydbtmxBo9H4ukoCgU8QQ3wCgcSora3FaDRSX1+P2Wz2dXUEAp8helACgcR4+umnefDBB9Hr9VRWVvLcc8/5ukoCgU8QPSiBQEKkpaWh0WiIi4vjscce4/Tp0xw7dszX1RIIfILoQQkEAoFAkogelEAgEAgkiQhQAoFAIJAkIkAJBAKBQJKIACUQCAQCSSIClEAgEAgkiQhQAoFAIJAkIkAJBAKBQJL8Pwl6CiPyyGHLAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 绘制多项式回归线\n", + "px = np.linspace(X.min(), X.max(), 1000)\n", + "px = px.reshape(-1, 1)\n", + "pred_py = model.predict(px)\n", + "\n", + "# 绘制图像\n", + "mp.figure(\"美国历年GDP拟合结果\", facecolor='lightgray')\n", + "mp.title('USA GDP Regression', fontsize=16)\n", + "mp.tick_params(labelsize=10)\n", + "mp.grid(linestyle=':')\n", + "mp.xlabel('x')\n", + "mp.ylabel('y')\n", + "\n", + "mp.scatter(X, y, s=60, marker='o', c='dodgerblue', label='Points')\n", + "mp.plot(px, pred_py, c='orangered', label='PolyFit Line')\n", + "mp.tight_layout()\n", + "mp.legend()\n", + "mp.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "# 中国\n", + "y = china_gdp\n", + "model = pl.make_pipeline(\n", + " sp.PolynomialFeatures(5), # 多项式特征拓展器\n", + " lm.LinearRegression() # 线性回归器\n", + ")\n", + "# 训练模型\n", + "model.fit(X, y)\n", + "# 求预测值y\n", + "pred_y = model.predict(X)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 绘制多项式回归线\n", + "px = np.linspace(X.min(), X.max(), 1000)\n", + "px = px.reshape(-1, 1)\n", + "pred_py = model.predict(px)\n", + "\n", + "# 绘制图像\n", + "mp.figure(\"中国历年GDP拟合结果\", facecolor='lightgray')\n", + "mp.title('CHN GDP Regression', fontsize=16)\n", + "mp.tick_params(labelsize=10)\n", + "mp.grid(linestyle=':')\n", + "mp.xlabel('x')\n", + "mp.ylabel('y')\n", + "\n", + "mp.scatter(X, y, s=60, marker='o', c='dodgerblue', label='Points')\n", + "mp.plot(px, pred_py, c='orangered', label='PolyFit Line')\n", + "mp.tight_layout()\n", + "mp.legend()\n", + "mp.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.1" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/GDP_analyse/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/GDP_analyse/.ipynb_checkpoints/Untitled-checkpoint.ipynb new file mode 100644 index 0000000..2fd6442 --- /dev/null +++ b/GDP_analyse/.ipynb_checkpoints/Untitled-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/GDP_analyse/API_NY.GDP.MKTP.CD_DS2_zh_csv_v2_424460.zip b/GDP_analyse/API_NY.GDP.MKTP.CD_DS2_zh_csv_v2_424460.zip new file mode 100644 index 0000000000000000000000000000000000000000..bbd7c7a822ee9f12557b969c46bd051710a0d9af GIT binary patch literal 115590 zcmb??Lv$q!&}D3OY^P(}w%xI9+qP{x=~x}x){AW$FPZP3-JF@_)S}L*ySSUWi(6Hv zlw`pn&_O^zU_gAcbrpXvRE3;?f`HV6fq)2r;DgAUxf+=oxf&Tr+nZXM7`Zw)8we{& z8z^WoNQx;j$jhoJF^Gy8h^ev|cv~8nxVRg*vly_ku(5G4G5l8%7h{7^75)$V{~d11 zQ}zHQlx@jLLA6@4Z%|?MA{uwGv*PU|&0NeiAv`^ky4>`+_#i6heBcbn$gL0OY2<6jG@b4m z$<+li&((Ao3h@bWi(>~`$HkuCz5dE{nvqf~4EAs?6B~^8#=#$ESnV*UR~AkAk25UF zYSu+ql;2Ws@ox*nuwC$kG<>$TjQ!MDXd18KkI;#kqT5V37jo*@Qp*a$6YJe`DM&N%>mh%2KWT(D%5x=*p1n{L+p)AyxwG3AtxT(L;AZe=N5u9cyElGkoG>`v zO>P_#T?RovGH6*;AlMn5TM0@@@W3`-UNwa4XV%#l#P=4*h*spa7j7PHk|4{UJsFz8 zuA<2Kyb3Y{QU%v@2#A1CO8=(P&SEU$+t)yMSdx%4WqsQ1D?47lp~`T6ARd%T-{{krh+KeO|=20IVb4*BKih4d{6#7iVD8x|D*);0pH>czA5~_8Uuc0 zf5!U!<{G{q8n(WH=V8zBhdi&oybpCpIy3F*4*a{bzIg8(kJk_FNhPuPW=B+Hk~rLx z{TN5wVe_srb)(@VU^McD1N=B5v?4ezKseu>klUAzlpU4pzIr-9g77xnX& zmnvTGzsCzVhv(W&{e+=c*WCYF>{waDE;z?MseD@b$>DwJ-=;la=cn(M(__Z|GRY`tz4^i%gEj5- zBC6P?NC2ey-lHx~4jw#HIRj zyX`7;QfCZRG4GCVzRD4tlWn~z$t^3$Ne{T^vFaL~$g=ahnD#v9`w(zbcUkK65=>8O z?wXaiNHYWYUhq8DU3Pjlsw)KU_F-)QBC6rM1_1H9^wyFvwrlKxRTeGxHokAO&o005 zDh@pI0)9d&8YHlq&+R>TFZ52;B?#0GFoPzP8Z`26ErP(-&tEMf$r%hub&MTM7iBREp6;S_kc~{M7H7w z$=Xza!nSk#IXheR_h0$^o#Tv)M~~L+Q}s!Wx5Kp2&WrRT-R8x0Ce?Je?!2|4fHfle z{R)rcv#y!VYqhEUsg4gKAACh3I{twCJk14tV14tN^HIXA$s_gSVio`TOPj%_ z*A+*e`e%UUdAdnTP^(*|ogDCXvD+PZ`gWRA;2*2{X})yZ{%)tY7A3t{zv{m~=|k<^ z0!(bJ^11JB!Drld$S>0%&`|$vg>ROBrMb#@n_RIdvV7c9r)ftf=%}a5U5@!yK4rCd56oi23upHw_a4 zfZt;Ye%~w5>mm-HNd+Im?BLOV6u4FY>R;y$1nLi;2>9+OHK1 zC4k-n$uyU9Z%3Ufp6qtV2H;i>-Q+;eX<42{&B)fXu0$?Eo9$i1vL9MF~t^d+l8Pyrj7|fceSk;WN7} zOaX9N#;%}cV{=w@YhfQcTYb(}f1SK!+e^rAq(vk5&5X~x$7Z<)LI>h~RcXh(7(6 z$n4PjOWQ=;{McIj#^hCYt;o)=wF;xugX5+Uf4|D7grM7r(^zZr>R;V--7%aSd($#c zKHaM`VUNuQ=6fsRQkQMe%Nif!#)E$Kt6^(IqF2gPfq-J2x)&w?V%>?foZe&AW;Hxt zw%`7`+fR$r9J5z#Z_xvw>(qO<4UF;Mk=hq^L2&0|RP&PS4c!C1exwe4w<{)&k_dv% zR{f?Fdd273E8lX8Jn4@Pzpjr}YCpFn??Db9T_p z@BA=&nXvDvZmsv8`eiMl4+!1bmmfgTJVhy|2fv^IX6p6px=(a%{>JEZgmC`g71@Po z4H!``+Y2oGBjj<2iPkK2ao6`(vc(u(ZYwX0u;nYWEk3={xRZ~WKUJ={(vP%MKv?q=_12?J(i0 zpZRHWb*~8*(c+A3+ptQ3EZ3*F*09~?&;^e)iRXaVw5Xk=>7-C<;AUxnnWf}qeo8JX z9CuJv-CtAS?pNFEhk|SMjCjiEoC2^?Kk-f}dpNc1zo>@3%QbpL+S3c7<=`hMkGPiX8tzN6LVh{xhVU?Hfnup~3;AbNP){BxJmPfZp`Wj&uZD zeky86lb^Lt8d6sq19lJ{e%xc?$CitcckhHv`Xt1Y;#{ACCl3O-Yv%qIpznRH0!FO3 z@Ne4e)@`5Vvx``~Q2#V~3Q9tw+<;^A)*8<02|MS-q}z7hbhg#SY}G8Pn?5MrH7zZz zb9HbFn5@ER*CKm!bEZWj%B-teSvD`s*-78v$<3Ffypa5gxLmwSf4f5n*wlAx`eNzR zyTu*)yx8MwP4LnDN;8DNT{H1`=55k7Ta(Pg5`Jr)4z;~mxx4Iowx9uv9_^AFoi|wy zXo_hOcSYI$@T%RdEHKTb?G^u=s;J)HPUX2tOJ%x|&lj&KG*tezF;1Gak*b-g8XxM= zCIjMA4}H zL&Bm&M@CdoUaPcSbMHKOrhP?NGF2>7y}<_M*V?9U5N5C#8=&4xsd_mSJi>T}Favkp zysD~BueU9az1Y;BN4f~~k;O*Uop=}2@Jeftoa9hMB&KzPN z$SS%0(v0@Y006sG^L+w~Vc7dp$Jl#sLlgjf{ZVq?yKnfxE8pARMGK(fEVLBrl{!zs zG@Na>hQ0LFI^VEuiWJ}XHd4KraK)g>AL#FDP{sB*ufmYj`Vf%eKEJm#8E_|F%B zG{0fIA=oiqztDFgz>CEc#BsL-{_{mYVDrVh+|#9i)I#QGg}j%cllf<$p6QaOf%=mfrz=LcK%7Q&el5-(q6%)RJ@p9vGJl9uWRnH&pAnm>OJr6%`bH&79$+JH zQB()C{N^7*XfqHZbKg?EF3 zFTj@QMR-$#R^--sx}KlbrLz6J=}6F)1jB5~frIjD1xkD_OBWrlLjK&t=oS8$)GpUf zi*!Vkr5*4iU(rRku;X|Hq2^raf37wzEgXwtgGY^UF?%_Q0nn&BTShR=~K-fy#0YcNVoBbLq;@=WXd!yL@PAg{9|^uGq@H zQ`3}$6-x&Xmn(@WickFjUQWO`cho*rE=3j2@AQ%>H62M@>gfNN^M&R^6DE~DS2ASK zVr@E&jc_-%BW6{sV&BJYxz>icuU4HYxBHZ$GNK9MwZe(}Xd~@(SNtO|Drw8nRS8B9 zBiA;;TA3a?zEwb}rBgpm@N!0~uPhuFyYOw@#ZPh+$#5^rZ=P12E@ue`*GxztKyJ@9 za0)Yi+sMs(S)dZL!a>>9->{dNb_Ia(`EnYGQe{>5`K6yW&F?V}r|opgrxR*j`0d{;S)%fwcIr zeAu!Gof8HBP_FD;`MC%~(OIVd869Kh`6Hg7q=`e@n(wSA`jB>HKMVdt03B)2n zSqW0$PeV4&e)`+0ZP{op;1S|lM`=3#HuyVZVU@$+(@WALc&r(EXV zc|XdiDaZYU{leydq$u64*!05O!!YigA@bIH3R zvY4_vWq5sznqEz}4UKN{$&t=lGYlnypVOBTN~_p6MFpc;I{wxSa2(TFSGuN#m%DlN?_`QX0H6b3Ol|&i-D^gU7{vSl90P@u5}WG zEzD`5bBvgkolf&jm{H1KRMz89e%hJuPafBqzf()OAhocXkkah^u@(jC_i-hSE?VNNCbtwBUk zGYL-4)2g-BwX%XpXB3k*?_HL^$m27`c>jhmsPba?)0}TP#wDs`>kTMZkynmoHpNbj zsH3R^vlFNLNKlw^SK4V@gs(5Ht61WMj8J1TOGWaH(fo@5t8q5WT<+q_VU0uQpS+j}drV^QpL^qd4_opb# z*-@|TJG)H&GGnx~82&pegXa9D)USLj527Ux0;_2WP9o(@nXjWov7-U7uf^y5ilrw^ z^U0n55E|sAs^KvzN`%c0nUvByEH@(hsV!Xa#n^i4Hxi@jg&5J$LDax=jF%?D=LZW- z5;lol6+Wmsf=)jh@>k2oucUlmNqkH#)Ys{yDF8o)Sj_3Pic40Q@l@zp0$y>SvK5k1 zUP}<{JFh?GIId_wsHv*e)$}1-uyVUJG5kA+&kQht|J1)>EnUGCzF%Zj+nkXgmvlLA zzUHn9C|##!%u^$VXHQtrnMBXq$=DG)=HpC@Z>K}`cQY8^wJPKlm~_3UqbRNOqV@)y z32tdH!9PtEcpZ`jyj+w7^kUx6ef^mJ`cds&zvm2*WWM`;E#U+D1+YZNb&Uamitd_I z*WVtUEfs5H&94a+yKZf#0fPBJ;D*zzMZ>E_!&=4M4&l(DLEq0xgy6%+n1DS0gN=dT z*GEI&{k6j*lmANqsj=4r7CTobq}eU6aw)IalV}>*WD)`WH9Zfa%!5Q%jc_AXgBru1 z#dJO30f`OM#iKi0ZK7&rxqX9K~_Fk1g{59#-aP7WQ0sef*jcTY=xv}d^b+sn0 z&~-1<71SgbJyB3FMBcD{K7$dEoPiYl-mW{R_Es11^2Iqxd}g}q9OYekTu5*_rfi}l zHLT-fy>oegDUJU+^hv=DP7nL=&7(n?{nlpQXp-J>4o)|9!8y)C1JkLeH(A`0glt`C z!@sE80picU&0~x~ckCH&aHd9k^SX7ZtRS)RaDRm#G`lxl&~r)WcB97cka0=>ez9rb z^|ggXxa+|hBlyb7xDmzH{&bW|#pR21C95H{6D&|v?**x+lLr!TH_ptLyRnVeZ~osgp-T0PE0;FNP*k3P1Ma zHyJ4fE>R1r4*qR4oNK5pnIOZ9W0__2FI8ZQszRhPH8Hi9vTt^aRG&_~h;T4cXC8c| zW~;B$C(qiEP?w@O_kAf$XI=ejX-3%}%;kQs7#DZ#_#2Jf*}G@zXTnQXX8-S#cF6>$>h62I%PY9Db)p@}Y$FE{-)a`(y<;(r~U)psht`sl(~ z-1SP}WdM6!^4>ClIWpy+M6XEUHO4ocHBw(9OWd z^~F#g#zJfKhFC+FfwFVfxNMUl-!U7T&bBx1e*Ljd5kH~Fk zE>*35G$|Fa`^S*33h!(gsd9ms%$LhBar9MY6+=7d`N^x?77ImGX0-2uR2*aaU1_y+ zYUM_FuMBD=3a2|2QPL6hU?*gt@++;2OUn+a>>IYosLa0Kj|m0e$Ma8T?@*Ms2m28pdHu6|EosmY7~wj)TbDsWj0Bbq}lyRr}O z7%KiH)_mq_BX=?UMXq_T8dli}u2~dblrH(GKSpvtk}EIT!Z$UsxNh%AjVIb3sI}Fe z=}i*NQpmBF$cGJTeM(C@i-cZqopZnB<0pul6sC~{R06`VyON&)mZB=IkT4g$L3;nW zL2I=?;yD6lh2U2d=9^CMuzRJ6f~sS#0`eAq<0az<)&X1v>19fP3!4WkSGLUGWy`u* z`gj)9wxM?FK>p(5ZL}YPVZx_J(j>KWVlC2Y#qi0!Vmv4vqaE|(`XydOG-?7QCM(+g zFL&CX_=NJ)3Fqnr)r72I3GOw}KY0D*=#;;h@*r{a=fik_TV9Cz2}sPgd15eMzlxWD^yCm>o0-9J1H_jF-Z zAE;z=_LSO5Z*e{M&ZAea;JFnbc<-cYdLX`YT$4MDc$@8Ax5dyO23sJ21Pvqy4Cl?FM?AtX;*?qb6C7<*_I^S%k&xHh>gT4Bjvi z4!jFlz5tr|OFOJ>)#^A&k%1v5?a4*$_%WJGY7V7R2A=|zT%K@ITx4 zM`oI8pTcuUvPmt&}mfYUOB&qwEe$MZDxF?5^=g@h6??fdv3?_VR&W$9`Awa!W349K>TZpS zqosUpndh_6wd)Yera6ic)uQGEM~^{l;%sEZg2B`Clx+2V>%XN&cSLhWb0+5ZXoika zOGQtbB6GprFL7}jX5V&gp-NnV0g94CX>}>GuRw|1;$QAn=Bneal2xvw1Y6QdsTb4n z``*JjTjWN-h#^<_JmfQ{{+Il}*mGt zXBOy9IMXz(snx+tsio!6MuHAK9ok|L!Oek(PTq6Maz$&RJYR-qWJ77UMLet0H+R%j zEa_q@lUS5y*BAz#UGxPht_ITK9HHa*#Y4)QQr%BZI_2Gm*b)$V?TN(pRGR%)6 z=_|a0xz)??xj}Vo^9nfL>23sYNMEUXFi9=SNa>@Ya0zpq|Eoj)!$=#tk!i{NwY+vS24YKt%87!$WI7TX+_7dm=1!qvydn0s!T*k?iUHLi# z>3`!&r{}jhgdu=WfI5bjQu?Ak;r18UbpwKXYMt}J z;#ha3VcsJhBDs}T?X`5XrwBIys~<1)9<(FyMW`Q&jdy^xvw=yI*E^U15_d^Y z5?5ih&%HwXz>ihwSaH+P7X*Kedbxb2B#IcNtc*6xzCr8YPqgWNs6HAS{LnS8Uu+Dq zOP~aSsFStY3$G8si_K$#U!#}1Z<93*UpJQqKohxTcXpvI2O)=%oe$ zMsj{CQn}cMYV+tp<5`Muf#`gzf676e9V`4>C@I3F>O=#30x5=MF~CNiT&&2LV=>CCv_K2STHpR0c{A`?Z9{yC$jN9+6d^fBX-2qj38y@RAy}5omf!oO9OHV8 zi*loQ>TwwTks9*JW%t4T7*hq2+vm?;%_^Xxm6RL+n{BG3-IIP#Q=39nil40ty6$kA z2hC8pfI*KiE;gOem?>6*f9!^m;#fryukb|~rV7Nik+2c&lgUsHItDG1EK?YD&Z@D=?B3+`}*i}nj#Q!UhQ8FKm9|n$Tz~_QGh)RqE zr1?f91C!9q?y>ga4<3YJ77e#U@+KW;C(U?-?Z>#DYc#9Rfpr~qL%%dR4QpY)n(Wqb zRnRBMGJQs-_xkcs;m0w9!F~B@S;)?kv>U)fX%+LMi$M>wx0aXyWK)ZJX(sex-TAGU zg$(XZ7I#fa9eNLVt^Gh8Sc1XHUOnwr`%O0P$bDx*X67q3c2Mi6s0jD(K1T^=9@Elu zqSgzCiy$vhn9@&jh3|WXNZ@LJt9-NN6w2`+D68)Y_q8Sz-! zw&-awNq-X}9YBnf@^z<+d$zrFrnqw<=@z72nx|W2evcZ)rAcjgTc%nxlb}7!s`BHS zqNEYdsy98PfPv2O)y8FrdB6m&@>;(8N4uVED-i~puG8KO9#8|Ajlu;%iGS2*k7?v0 zh|4&H(&I-z^WmI8rXhqO%lA&@*wSy?%;71b(Z+o+FA}DD2yqLy^D}Omd}_ygQz3yH z*MNCPVZo0_plEx3w@Nwc_=M&*WfuxG=-N28q#425%3iP;NKyEBcMLe3afRh$ zyq40II!AFqj&SKe)b;eWiJI>pF#P>nBeGgAG*wDlkwrF*E!%&yGdF*As&ufuTX-b{ zUPZ(!tBdy$wMc+Fs_DtQJ~K=udb(lNX%6)Q!=7VVWZEeava9>Aq*36i>pxI>lz1i6 z3#*1kck^FH4{TMu?c@&wT1`!4VOVt zKq>~Y{Zf$0bXx@$4bUSe9owmJ`O0u?FJ@)8{6^2i;J7A93_Dm=J%I$VeHqp>bf+-%%0Xtc)v*t&4;pkeEbbPXmDO zcL%rg*R#s6We3gP>_YYw8a*|2LyX@+mMFCUTM6C1Ubrru z&#YsJ@1gA({gAhV;KC&ouj=}uUB`{suAXf*&{(gqMmOKHI62_Dra>SCW_~l^3A!zZ z?qBE`YT7uRBGn3ub>Uk*Zas=v7u$#>l6RFRR|s!v4`PhZltA~7-e@&l9KN*{Q>jo` z1w_-3*-<~I?Q0r}tc6)R|EVW?E*hgav>Zz4bjHCefo zC%wb6r8P;fj1(6`P=A+-kiH`MgFT6jU)+;Lt#&I3)CYT+FD(tKgE@=A~GZq-++ zCqnZ8+k zw?uVDbs495>ypI~Ln@=59RsR|dDI$L_3la;cq(ny z4IHStyaE9Bv=F<}8}86K-GaNC2}C}-IRW1pJKBt*`uPyb^XZ1-jF}YF$Rga{3`H_n zOC;MOJg<#1$&MuM&5=*{XQ6qD{#5yq#a|;vfruymYZefM9{ya##fa#w#_*4%>SxQJ z!WtlUNjd8oe~ZA}AR{Z;bH}~KR4obK2ZTSLA(R4MJcf`QZnu8kEgb)R6%m6 z`13-J$Q4ChTl!>3k*W%h?VOCDS2>qX#d9`EpRbxwjsO~p+7tGiVN`wr;b_c_jXIwf z*4DbhQC1B~@;5Q?rl#whz-P?*O_*BU6;U%u`)<(`9TBuUCYRb%vScB4ExEPBKDUY` zR+EB8Y8oLw4bp2uVeC{19`p&J;K8;gZ!=pJhAsRhEvAE2r(f_*Dg}XGNOIs9x5|*QB$*C*MYnZmG|4(RAUy7j zbmB)ELL>srJD=5$)9}9L${8yF+E^o{IdJ?uP*fU4oL!xr4kQBb+<$W8dFpR)Ow!<#jg3a74{s>oVp($ zZv;-Ze`A1Je6!G;pl-| z;>YlYMG5|9EgDSm`##tT*_mkEqQ$qx<##{y_Cw1NhU!DGS_vwBot*&+MeU!6j*u500L#m=jr(;FleoQzL|Cpn2Gx z>>?FjF#P%-Xbv%bsSZK7uZbAW@Ol~|pu&xT@X6!92gkVb^#!8j=>@xofw}texq)CU z@2+QPe)XH1;hMU$yERqx+d|oAGDxS|gtV611-kR?20gDHM1rr7Z4ZiHTe58|u_z`# z_a2~#qN58tskiEC8JHU@m5@#KP+1+a2@L*jT{EX~I6+<`FsOZ7Mlq8E`^b38xgumo zvJ?a|Y^GAd$b;m@R|+LqUyG~`WK@d~ZRy9AsV@F!29c^BW_fAU<53W)T@I{tD zcqcwQSdO5b2x_IP&A)KpQX2C|2+wKDAA7;NlM->RZ=IItqkJoWF-+ayy9%oay9jBp zOtPn?!ZH42BXqP^7#qPiO5W_cL#Bwm7Z-e|dHM~L2L~*9IrEEN2y&tqle(?P*vwMR_Zq+y8cLdPa5+(+X3iy74vg(OU^!*$<57->}@ zzZ6?`R^^@_Zu~4X?(h$QkQj~bic6ymbwmTFa*5d`kpO&~R>qh>;Uc>aR41{R4-Gol zpd+>=5p6Twx2~4xz}Piu0FBO6zmJL-H6USJ0(D>H*{pM0CYCo?z`JQa4(m@sFXFsN z$B3*cTxh)lOu53STgx`sx+9hqa7T4wtikU&ZY}`2=II6tH0+2ob5BUn`SKSbFCB15 zwCK3$#OrUIG;Nz7yF%b>qIe?i75uNb$O-k@f*!*rhA`@khsdZcChkY@w!OB*Cy;MF zu8UXn?9Ga9UpbKBm`ivyKU^SqsvY%tDUa&_`O9JX1tK%9I-1hW&c(|gv`k~f8)@2X zb#*C>Zm#K@`&G1Bk#u$T?Tz@`gL6am1i{boG zH4qH#7O5&a)HNs>1piRE<*gUNKsl~-Rk2D4RLf`|9G+_gu~riAfzyh8C;vw zr%ziPdBo{ao6=(SnA{@3XP10FOC!2?!6gvs^4OpW|F%`de^S)glLdt%l{9-z3etTM zsOgj+f{;Qf%`3$rXV@=Ft|gTG>2PKKY!&s0L3(;>MP^kT05{+qDH|dK4fOOxq#J5c zrK!doK)6E_11D9NVH^yCm7pi|yIa*_mjVKcz*C@GzszZvAA}i&Zyn5>=R3J>1NW^_u zse_i{-G>bvF=-FakNpS78Rmo;nBhf@yFNa&+#8-YFXFJudu|3RNPI451BM`X1@i_f zgik25;4s6A3#f?Nq>cuYD?7FQqfj|cAXg*Igq^!i{=&or@@4~1T1f=~#~dVAiBf7& zE(jL`%JVjk`b z71x(ZveKwn#tL0{{*w2-kAN=>Somw|o({+4a65pjp<)?MJ4kjU!n{A z<6k-l%bPGHb-*%}g7(uRPtTy*2rcXUd`cL(Qb~3Dlc!e3_eyIIDG~=i-I6mmFNghDOe;ddjLl9Z8Y05%oE$|ftV*oN z#cxQmc(`|q!7oa2C3_y8{U>mPoTitRz~8kwAAmSD`4{Kd`b;yG{gd z6boXVh(hQ_3(u8pRPd3z0yk7dWAUMZVxp9k4oFy7T=z3Y?@-I5&L;%g1aC?aZ!d2G zj>sz*kbkVPaDO>|vlfHl=jJz}$?=LT^>#kW{SAJ!n@23>=-;?vpcHbD6O$!()z^rp zK0nRjnCi%S)bB9m#=L}nS38_=tNbeX%(ABOln%~r+*T`~TL@6*7USkDHsnp)fPV_m zBEomaRP#M%!aPOFyfJg@@uG90iU#mY_)nJ+mzBv;JPrnyvq>z&cLKKNc$HpT8-8AF z3_S9_Eq=H;j>HXe;aQHN-TiiYJEK97$AZGKKPkNG!%YiyFE6lIUFjbEGD`Cy~`YE1+X1q~tJpRvm5QNESx&AV%6dMM3#XK>Y`;8FY zIW#3meLD#oI5Y212ple?EhmUk?^Pq~wUNah#^Be)F4^q@f5$Kh=evyfYiv%lw{;6X z13D+iaAS&s)2=MLM=`?z=0^!y`JNkt8QXH|fSD-AS-S>g4=3a|p4sp-YP3(pSiX3M zbUjoV877Fn-LtMyi+crc4165kdL0UP1G{upVfLaCAMs9(r0g#z-F_V(W3pM8@#iQB zTT@Q7o9~y3owvP$p6^CMKOmlgQ4H{Fii?NJd^wW4JrHnHo$W`Q?* zTKG$*qh{_ye5v%m4}T*Pn7pKf5W&KeJA64Y^se$h({M5?@gadNR)0*ws|z(%a%R8`#_GYNoO)=&}@RU zLkViUbF?tAkPXn4sS{`Y<8vQNoQloKE^_j!mh+6|3ht=0=!PKI!U7{`QSiQ2c{5;U zP>}Jio-t-zQ+&;YaQ4{ifhU+n_Glfh37=g%JNoP|)&p`G9t zDm1 z=j$!JzEJGfcvDP_ewbl3wUO$o1I=78QA{f+;_$R(yjh{LsYV=_c5E8-@Qq$eYe-N9 zVXR_F_NG;PJbvd%Y~HYS2*~~kcbBqyl!R!>IFjShL%k-%c`3T;s84MuSj9>qL~BVN zM5UTj(CJ{Br;txIM=Yb}Jjt_{p^Uj)fg>qvw%zwj1#T5)%NU-*(+XxD_#)(6xE($0 zQINLZ!(^$o)UdWN0D#y6tcldGVk{r1VmYx1s}9@rTjaxER-&n3LNd_fiih9D&W0~b zy83ub*!}fAoj#ZU#cDdjx0~}shYP-VQCT1LF$AIvj#bkhGF#Qbdx*+r+ zk&LO^?-i5ej~N&C6g0x^31ASwESij0%!ukRC*sBsk*_Q%$fKK1fm~Yw+1(Pw&pfd@ z@|{^H6xuc4Mv1Hl3(CquMSa+swCqo%2~>%3tCT8m&oL|}0-qW(G_H7$1qVHJ|B}g< zIXT~L9$qAbP@I1k1{IeB4(^G-0GPIW=c!c5Pr` zh|EfDld1Dy8Lpdawl!cfVKi3O!{xBu0SOQyP>0NwzD#;sB^M&X&_q(mfyHu1!F-{G zBuRtg_Yhown|c^(h`BSb!jlNf6EShYaEy+gSa6I9xhJlHyspkM>`53XwGvbJwW=X+ zkiaq&1{axBVC;kAg*St}n}~pc z`5i+=qR^8Uyz#a{g3K^hQ8`%1(L$LW^ux5?f=UHa0*gSSoItY9$^*M85ms$qF({kzaKxBAHLI)hAfb?oxBcv`w(F{8!*4xjgzyZ*PA1s`#mKhHLqr5=6-xY&$98aWn`5;G5ErzETWVes5D*;;g1 zHmW$TJ2M{OC z;!-l{21anRwuJ`!8Q6G~HavWan+cs-&*hJ(Ar4;*P%MK`px*hQ$$5wggiGRAs54q1 z-h^(xUiEaB+e6*(kiW|-c+#E7hXAVny~S!T3tR)fHX-ygOrw&dgAvB>x&yo`nTvW? zda873v@BX7KN99qBl-(vVE5Rc9-iq?+(Z}5ZdD!Pzsu_+SC=?bTza7x7LnjWd zlX?#@Q&6tg*_V}fmOliQ1`SC4_YQ*CS*OvfF9p8UOz_OLM?HHOtSarGun3dLWo&S>R)ff*ewjfXhhR>W+%}|e2A7F^03H^Z;Q}E4qxe} zTC~nD(Wj$9NYN>}3(62IL`t5w6#5yeL$OEKFc%-*H(h3uu2TjzBe=7BN{E^6Mx5-< zqJSqrc6JCr$LYMu#-HB0rBa2LL#9P06itqMrC%QF@hgAy z`nNy#_&2}r-Txw0*B|_smK#Mo6muN~bF~Gt#|?mZ;iZjm2RT@6*5C3=g)%8TRR)oT zjRc}tujx%KlRA5Y{zeCrSX){$LeHKvBCj+5?*ecZBGio(~N2SV`;s zE3Wt8#ncwaAfWXQ*qCho|rMCD16t#{l5s z9(3wRXzYV$0R#ry!=Oq8}W{I+`%P+dK5k_aH%+Zt)m zEz(%5?MigzEd;pzL&>Jmy?2<1r%-|PiC&w-4oBEIyriD^es3X zb_r&6XW|QW>;P2JZKFR5leh-<#k9VY0Y!wp3pP(j1neA>McQWA{ar8Lr8BFjkDw0lWGR6r^w&a)EhLK z$o37mKYHl#o%|j*JFtpfB=Q3 z+})Y?y9PkyONk@2_oU+5ix_gqUr`$vc+PTKK6p*KaPx*CkT5@ww4bzx2zH4+&Lp&e z>68JG?rTRbg&QW38cT%)kk1 z%etl8LfjJgGU${JaN3NHx&e03wa7*=-LVqC?c+8Fw;|2zF)+sx2_~B{r+~(H;FU}d zf@h4ND~-hmV`|V=^dzP&%InlVDHKwCtr#t+az7&IG% z3zN$Lj6wa2EHuv)CLR1BfaFOpJ)!+X)d@CSU+|wozBABJ%It9cg^?+S9L+#HA+GXl zQK_mq`EE)E%K@T+`(^+#QNCin=#i7hMs<%t?To%~$6oG?VoGUAW4K#PAl^IpeIwa@ zZ<@R32jypNb?=njibNJ2pWCX$W7m7+b+>f~0lJa`QjO1k0!aoopFt4YJ!F0T3m<*` z{eSz$cmCq_kNqje>Bs)}7a1o|v4EyY`Xh#T8uCHixd7pc@*AzoY7G#;iMBDiI7A0F zkY#&J#bH7u<*VM8@+XxqKxPPuUpIj)88d1}lzmsQQ>-WGYW^BCJN?z%{8-h2lY4+v zU|Bw%jGnO)=tQRjcpE2wJbQKY!e&{>8vlQf4d%cO9*9x4MjRg-D7 z{&87nK6;!C_v}Wxjx~Xbb`MJ0xSbvkj}b49n`h|r7kn#FYlAVy=jy4Vw$$mCF0PF3 zFmlvwGE-*Zy3rOj+SUT7ems*wEQ}M`h{gSQm}Fc%Xt*a=IvH=);qfZk&TIlOEvO-B zN76aTqoBY8#^<_?a5FXf7*Xk)_+nkh1yCc^?F!qiewa3%ew%q;z?ZXPsB>YS4iH%p z=L2a4DGpP3t$GJe6;ZFs5c0Xa(r!sTp2cyCe94_jhnAE!bx1U~u)X1kGmQfvi1FF} zSu3NP$q1Kbp|j-EBN4x^%D@>?#$*ywG`s+=AdSVyLm&dSjliX3ag;VhW{5#G9!s$! zAQY^Kp5Eyx+6=Q;fK610EfNpRB$diYkD#Vm+cRmNPyEL>zwxJUeu}|9@A!!qNiv{v zOp6Zm^RY?>EE`m5nVNp|1hquy!$rZd#=yW0Gq9k{)oMeUZ(_><0-o(gpQ@+@12qX% z4`Y6!R^(pgjKD336#89S3CF_KGC>AZg3;9>OLf4x9i^voE_4ep%~A}a9gEQiGYWPt zs==wq;X^yf2y{LIj4<(Q(C!6>9wk2tKh#Ss5HgpiGc^%ChV!P!#H=<7CDe*ifATzX zWIl)(6Bp1CL(hLZ+d_weq6d*pLYA94tO3_OZ7oD}fNx+GsL{5l@(q_<8YsPEv5`k? zk`_6wpNuR+h?H3zQ64{Y>$MdrPoqp13%*+qgeL%XDo}`uh9V}DJUV-ujvuG4wIpFH2q_PS%COGEeF5E^avKk5uEKyT$+Y;@dS^Zhm0J@! z{Zh3Ym(`4K6;_}f&G_g=ZbZBe%isVrwLm)k5IbbYAucU^d4s5g9BI4O{A}H#9b^pL ztgxV%ab@^IPdAHsAjq!JRA2Q4dgQGB?vyjh_i2%X2}$uxF`>9>5N#WD4E&N-Ei@VG zvNaV-kA9$Usl}DD48WtpC^ukO*V58rNwK`pUd;L~5Y?-l;FVE+h_zXX6A(g{TV-U! zZk+?Vk59V0@B7rN&wN_O=*{2!Xl&3se(FWiyNqn3#1a9?sOF(dYbBuVHYv%(EtuA% zz_RX0z95PSokA^*?uFB$!VPj9Dt9g$QY&;Q5axB&w>sf^VO?&Rv{+8& z#Tz3z&m~gRDKaw`5L(TO6=^OFk4sxXDKv<=5-<$W|0ilQ_CT4%zNRWb;h~@}mzt6U z;+yC|nNS?yJIxAZ^C-MRv`7_Hd;DSoBneyy;Pn4JCxXEgiNUJ7Y<*g`^2)s_6w=}R zGXBBGVge>hfI#n*3RkL4-uTEd+-E0GNONR8U}WRk7$ar0 zr4Fy#5##2mJCWVIiEyKE-%KnEY2Piv3*9c}3Z)Bwnm7Oo8)QY2`Z3|g%VwaDag(c> zPL>(s7TrD|VMe*9=9tLP;@Z zZy*ZoIjDJwxx*|8{lZ8TDSkSLLk+~v*iaZAjJRYfQ+w*A-%Zrx*MI$HqFyxP-IE(x ze&`!s3v>XY$OA(VW=Z|{1lC8ede+rDgl*rV3fmUI0JIAX879!23r0m9;xvsol4nK; zRFA(n=^{TEuEhOC!b@Iy&A$Ni&Lp4RQN6uKM{Y(7d%wkY>~7HZjB=WNxeC)Y4(lvu z3KU5R#0F%jW;%Ux2ry|*>(GW>PG~{K+$|^T)q%qI?nwf~wNZ3nkI3WG$=rJwwE&Gk z+IbRk`18bwgoy@UuSJU&KfMz2!Gkei*JK zK=$T^9Wk5*Cr#u^?<~bPJ~&6{E=M@kWE|(D@kjq64@3DM*G)(MauJC8=du&TjdYVK z$U-2rwE3!iq8me>Mt5S~Dx}OFudpw{{gvh25i38ySg#5llSdJ^(5>IsY#6u$^xfp| zTkeg?Wl$?Aw%;~kqdHF?&YIsoFOE$o)ZC_}=zdX%W)R4psuoo=G}sYVUTig{?8$WW zzTZ{lfd|?85{IM!0g~Iv1G_#m%_>6JIt9D}8nCa46E`rk6I0x4I5S!c z19b1fVDW2FT6ea|0U~q3M47b&@C7vPh%@j!w{w8^f=E8|xNZs&5Ly5fI5dvi zETj@HweOjO5exOP&%gGqKYjJZk4MMl9WT>y0rKVYfSzZK%z<{`4ix5ur4+$+$X^}B zHHHmlr!rmOcoJI;U4bqC)|VJXcLKfK7Vj4vmDT7_kc~nH>Q_`cD&*_<4My8xXOP1v z>Bz$%I$U1dSS%|>&{^y>5s(EBhYn{<_DE4CeLj%yI3)@V?WS6GEYZ%bE>0H`3G#)^ zU^&|j3c^5D=i+mr!>NVqo>;$cv6e4Gfp%s#Ft|7S<^;=kVP1Qn4M;61oGkZuqP*#kiAWUrXn4gW00+sq-`(5Up{v3bWhDBf)iJ_G2mE|OQimX# z$Oy|wz5rbzW3W$)TmuFt^7dMXKPWN02gi~_6*YjBM`r}#~gdMDQR9%QhX))k7sydp5Ti)YMzC>~Y6oUKW#GtM;_3WlHS0@38blSboM z`F2AnOp7aWAKDYgZao<@c`_FQs4qi$Xw9ya2QmWk^GyFr4u;YylOo_A1HZ%376!j8#g3c!zeC+kKmsf}Vf2?)ko?wpO+zwpslAN}*!|L&7E zOh54w!}QPjLM<9qK#JWr{mcs$aqW%G?Uyj`Sk=^YPU8OMJkR27i;`BH=S0iNqO6Pt z2pR7rKLS5|LYK+*Hbw7LR@mYon2cJ0gTd>I34_i=P3okl9)p58K^hhl&_a%Gs8qp6 z(tg*Ib#zLlo_-8C*|-C0hR}-0Fk3Q3dIKblcvwIcepVht&c?++WH+NyI;=7^bJ=uQ zk%rLCG5^?>fjP#&T}d^4C#dl$aihj*HgoI_@!Dh*R1ZBFO2^53bgkD>Z+(0=1OZR) zi5VJwaeEzyxxp-T_maRtXrUQF!xZG*dY$kgB7hQK3E%(*^@B_7^GKNzDVelS+X-y{ z+&l;+4GL!xxthyhy}>OJ4=ZgE)c;K0Kg>ucKc} zr*w>!Mg#O^3J}DsGm~zpF(4NPm;6jsnqirAdbCbTRDXBM%FP2*&$K-~pKn^*>H^Mj z+h4E!-S0ns`;%{c;dj_yKmDS9(?93yph!-ec}qghOOCeSPk1Vv#W1Euy_Z+=&Ia8lkyqH}35?9BJ`^)uJuAq-`TfKxw z2aDx_lpf~LE>;$k-x|KMAaQGi6giA5$}qwl!%df4XLYeD++)|Or^S~dDZ!*c1S^=Q z2}jnecps*oRZ4dWkULWn>lH<~Ro0}%SE0=Tl<+I4MpGZy+`o8mlB?h6u`=k}C1pD8 zZ5UyEmD?~mBz5V8l7%fzg59m>!WiJW1g+7V;=wWmC5<5>CHmG#Rjsip;2O5do8Le(3SHKFc0^_lsbNa3T*Ab1!C3XUdW? zGbW1z6AW&z4cO(n3yh3f8pqIo5!&~}P>EC~Cb02)f3RyXDr9yco?*g?zuo;+kE zl$$Q8j^E#p{u8|&J{~}w&wH@n$;_%?E zG?`d7mwa0Tz@`ixBwvZnpH-?^GmZmSOU?s0ndwm$?)OBfm|wbao%U6SNw^@0!SH4@ z%gIc1Y9(_7g-b6Q(*d+g|B2KkAzsa}yfNaBAy+X_o$VBmFX*7c%H1f*`6-&d296mw z5lG}fCk9NJH>L|CdI7Cd)QM&QK@5=Zp2URuLI6QjZnc9;^}Ou#Pxu=*2RVsMXJP}l zfe!D6B(Yz@1x@SN?h8p&;3{Cts1fZ8`2b z{aO>DSh>@*lV4tFGX`9yg*^yQI!Y}z)vz-!Ks!8*NOhu6A*V*+`J8K_(Lr>xGwZmg z)Oo`4+dX_8$$%%N#NYbt;|G3+ar9sM@B+pC%+I{UMuD?MwVo+MS41Bz%LlD+8a)|q z9VKEqgy@2<>1MEk5y1y5k|B9;#XLG>Tje5j)~)DAhcY?F1jY#F2~>3AL-^{1-K0y& z9ElrFv`=7jwY*eKd!&(oc7(f69{9kxOC2i)gOpke7a9UFR~{Bs{F8WUUwUNSBg0OE z$a)?r^6{i;F2N==W3--C2U#6Gmh)m~Qh?eVX|U%I7^YcA3o%vMi^O?i*F7aVeFLWI z?$aV#R7JVlW%&hu?@#MmeEcOK%Mtp-aYFV zx}(mu-O5oYBy`03Gxd+ul^L0c0$t0G+B12A-*zl83X}=9eFqL4^S}^3M9eIFn@|p@ zi(D`B!EWsz@Pd^0Cj)q{MP%O@JLc)tQB2a7CQ$agPsl*=ZAsWN6+wZG zsT?)6dwO0I2FBrIMPiGY4k*Vm9X2{#1ZzMaC~dE}4JQmsMt%!o+e7+4AYKQ>sz}nD zL|Q{@f-Zd6Ul;?@?dh6>ZB1yd?!J(*`6Z7{fb>bKHv%hV?8tPj>RiD1!)bf-*z5OMo=^y^07XrL1DqIYRWt_1U?ljrunrmxa0sF9O!Q!iwU>8pfrHE-=IYV8#g)6r9cS6x;hh1we9enOg&2~tC5R^ zmAzAWztAb@O98c;erL7Q)zVQAVc8Gl3M1h_y@zozFoD-g1-)3$x7^aU1I%vegz2Agb$2>dC9=^hnBxO-xir84Q|PZ9aUp+^$gyi5b}lopA=? zET`Xr=xuK%1P1wo=U@mhfC{Fjc-v;0Dx%rtSejQmi1z8KN?S~Sw4}&{nNqgrC5$dJ zORUS1PCkt$BZA~nvy*qG$3Dp~p7TjZ9uUFPl%|@@{w}&$_NQrFmT~2t>kcP$qo8p6 z*N&{_)1`L>J6J!FX+Djinh3hwf4YwP zY(l3+%I`njH{v%w_UZ%g&j|K+{M^rf@Al&V!moQyZRc4>_75QI`!uc8wNOfeSVMr=rgbW>z}^y zwJ%0g_Z`3R)8DsyL=}eT4o;IvJrC(eL5qcFuUK+1gC+t8#QQzq;_Eb~Kqk@x#(@qZ zUEGVk_kII1AeGIGMzZ@<_1%Q_Opk@=DV|wD8E3OZ<3l>f)suNPr}?}DVv0e`)>KdE zjG~_Tz8-iGD<lbzhNx9*8#2!&(KPngx&Pb{z6th(GA)dyJH86C8Z;-|+8ArvE_!E{ z*i{}KrW0uZ{cr}+t`0qnrjvkBH+o;Fy+-xS5}bi{nk0fKG2<&Up&Z5(>{391R23fV z;L!?x%NS#ij)Dt9Lu%f%R!x6cQ&rG#q^bN&0-a2Gq90FQ=pDk`PsAVwFPs$dp5UqQxaJt ztcMUN<^D2OClYWxuC~*;^>1X39t?pKXhGDHnM#c#_H$Ty8@)`JiX_YD6AAaXzxMdv z54=Tk>la_d!vFq#>ArX%dqG0)NcjluLr(_2EGGD1`lBfTldYT$(*V#{S7f&mLBs}! z=0v0n^gu*)fNh*0b`P5Ek;_5-9l$D%tO~2kTG6be=fLDOTLcuH(~Oj2&-id2;9ruO{-xR%T1JtA$I5< zgWO0Q+b!gRj#XLuHJ)yObS7C{z&(YkxAxXa%X`W8qc`GQj8TPIdJx%%Sy8}~v#7>J zg#i7Ntu8_rY-oyiZ0}=*wn#TO8gX07hiC*G9t6X9?N#$RVUhrh0~(&151KasV5}E* zExU>;3v&*)2%R-Ji*rJQ-RhGl)3?8twfoL@y=WlRKm3JRgo2Aw$6~j`8z4yzDRJ*n24DiXvz%=!_D>2MI~aZ*e{ ztsyYL>g17XBklX8*0h6|M}uoip;eZE(MOP;sa8IiZ-~|&!z}@}I-4V|MoWC)&B9%z z`v+bcow&?@8xHSJb0HV#g$g7YDz(ooIe?yZu__)`ZM$yTz>#%85h$j(g2p+pU&!IE zwh|}~iz2se=?pW=gynWIzc35tK*8{W7nqKFv9cdHp~_T*a6L{GySsa-TkuWAdU2j_ zd2Goh*h~!hh!KrBt_(2(LbVtmz)20Iq}3FTGszBw9X!xYj*3ATjC1Gth(!*b3iTH6wM&oe48}N4_q;d2EjDF<(k6-`wS0DZeTmOIiUnL(=A<$g#URbkNU#}uh?(qPm)kg|T z9qJ*NGsrEGF~1mmOg{^Ht7AKwAJe+YR0P9>E6vq1d6GVsNC+7+0|^wfh9yWZ5KQl7 zf$$WpX(>QEr9+xu=+*&U4GIFQ=ZU8N2^azX#)H*T@w2Vq@=E#@450SxqA+iHi3Pl8 zJ&nlp!!HM&57XvceJ*I5gRTJ5%&~I}xuCbQXoY;}0+4QYWgo`hQuH(M-AZ2o+wrsT+A<jC{QZ8IJrY2K1-HxZIBJJVvDv5^qw9MP5tzM^|Y8b zUbw*313nqP%*aL=?fs_xeH6g?2OWx=AT;Ljg#CRjkTV8`7H@Wdy7=v9qLbRgg4oU{8 zgd@lD2yaOhwY8<)JKOLG1a?Zw3ly zVdTYQMGdl95pGGVqse|1BO15Gs$n_C7y||;3*FR&&j1%08`8jhEhGy(GHqeBP4~p>ia`LV0c8lZv_fss zroSAaL{pX!t^>D0;I}T4I6XW%H>0D18ovT01;Ua3e|58Q--H!&U^?o$y&i7UhViETrm}m4f>KN+P{oIbe zh9LWJU|Jc9ON+Rro&-oaV(LuSTSN#CAiFSTAqQ)VG42}+(MpB~SYehagG@I%uV_sT zOThc^0X$nN$YfncA1vv&YQ4~kF6s)8KrtveZ|hE{|n$YBtda z0~*3b-gm3c19hvBF9v>Fx;b`eMXbtW1^r^t?|s!wD)W_2<~Sa~*hg5i9 z?U)D|EYiu_m^^-HJuGc!WQ`aqMwKS|SB!|X{Ck7T7d1v|CMX49(nB6Pn6EXV1dx#3 z(fDuv-gh3q^zp|J|JLLC{yb!%cmCpw@&YOg05CjiEA#&>$3DR5Y<@^0T|HOuEo1UH5K7o=+@aMAZ!)7Aut@BHAs!tpk~@doQH|xg#qx}Sr-JY z!c1qn(Y9tDkOtzkVd>83h_&vi%KWrJyY)pY35N&jwAGH4+c68U7WAwV{}Q&q1wcq* zMKF-jCPFAqEGY&=|Bp-=nIEb@$pe{X$wV8Z%x0`Dyq3XE z-4Bod$V*xv%~NvcdJ{()Aa&3aaK_3c7*v>`q-F*k>KdqGREpSV2Ch;9Ee^4*lH`TN zDnjTGVb2=CCUhR0d0o*YJT$JDn0o8WNGnPi4AVjaJ<(n>D0^f&XYeL?Eo?Ap%&~wf z+63$uV(64C(BUzjv3H34*_)v4d$cQWc$3}b9?G==L>J47@i@@9S#8XU6OUd`3d^_# z9K&!2bg4M+hil%TM6NX%b~vP!*{*9|@G*nH_iVH zJ{O3I{^IU38tHQUCs<;V3Tx=wf1gRo zz%wFg#!RN(2oYhoddO^f)U!jy}w_4~qJ<$Sic>n(+t+)fq6^RT1XukDx$902E`krPF$v1B+I|8t#xuBL^a)``lK^b|7ep z02Z*`rS4uFcu}M+(e88il>QP-+lc<5ABbMn4jyz%G7Tz|LQ#h#anrg-oI}YAMllHX zLcW8iv!vI}jJ^7#qN{H_e)vyb|LS|AnEbA{y-0Tp%>hoTGixm5T6o9injcnwTl#vm zl28*KOC9r|%>&w+Ie|-Ti9h|4weQF zgS>ir0hJmkSHK7@ua8Q-`=m)xZrbBl;6@~QTZCxn36L8#Gan-pN%I~RXw;^numR%| z-`ET`Sxre)S{Q=2?`wQPWBzSCX}?W0pcBj7CqnwM$}c<|w04hj+tUMy856{=+rR|S zd?&`mKvchkcpOc4?Vre3Qlvp(6zzp;jTWJU#@G^OO=m*+VF!%{7m%0q^T7)!y1WpW zj;zR)mBc8ov4*f8j>FM=#tyGt4qpuT+_|&_72Qbf#E`PYw5FAV+C9o*p`r#tSR?(;ERwde z5lU}xJ`&m^x^4N0v4y%cKx2W^b>lKAH`bs!w02LI6+l^C@W9BG z=Up(vWhqeIV~BRPBXC0YqvZzEFowHJ_h84R`_`k-Ph$YkT(VPERm8HLW z>dSzO91URRiBK+YWUBXi)vLe!!mF?TjSSUmU;isvtbaTie8=~@%l(gjfdFG55+Vz5 zdU)zQCZ;gp2$CmUOfc}+<2u(s7(mGuD`wbLsHkjP95eH%GnNTzJG+l!@;29~3p9tV z%&AF{v2bbf(iCu!2%YotO+#4%2YjNU=g)X*kpZ^j*eBkX{AhS8p747 z+bTy;Bx4*o6C{r%uM46ZI_DVMQb9S4hDCI9Zi!Awv~l1p^|27t49(U#l3qmf9b_gm z0+HDX@Q9{8iuPP40|0H;4oj1wn~&I*-(~wZ2Yz{riS$5mdZP4@qR@qEzrkbemK!03 z1GtX*e{{{Or4)^ggrjzcar_T=fLHp9{4~Rq5Qv5Ax(Y!a-R0S&WcCZ#gT5$8U?xgL znf3(lZ+fS8Zx+N(@&tU4*|%`9=mMAE`MhUis* zVaEa(URGL_p8Jz8mW(h*9 zLZXO{xT2cikHOX>5NZ1xwNTQ}<1ig1diALFH0G3_nB)wlJgu~>d=L7<(mKSgk%zF; zgA#RM%}hWPA`;Z{#DF29xwMAiP^5Ecis*T`dq^%#^p%Knc|4R(Oh5o+GnR%59eJXY zv6AzPfxez}FGI8x`AN`dwnG{Ty!2AO)<6e%-ow%^pTxM6A~X73ey&J=lZd-Sns+f= z10rZQhQ}{4Et!p?n;UOI?2S`}-G43DN3BvP!iaFDz+@%SUq&%Fx`mdu0K5YdZ^o|@ zvoq2YSCp8U$dcy;aJ2X3MA`H7cvvJk(TRpMMMJa(lM5jLMy$2NvCd00hV?7SLP-j3 z-00*}36Fz#2uyl-3@1{1TT-+_q=%R+yxGO8GYp3W;#wc%8Fw1s%82s<{$Yn)O)3;) z+8}}AfUx|5cth0aKyI+<(FZhWz5>QWBr7|GqB@!GXwTA##}EC+>mU2{(HU zro;y7Gh;2-^Zp!CCBqXA+M1aERD*ZVtfAt#G+hxH z(e1&)q^^3vgQBGYD>^M{+Q9|77m_fc3^SaSan76<{U$#}xQ*b0(MP<^x`I{8lix}@ zV)S-AoW!C!xyA}-yiBG&oC}Ug!50ZUOIxkTfvHlJ(W$Va)2iOVd4QfEcT3)MQEx%y zgl=q<48V>K2v*r#@=c5{|8TvwtnCG>7-@c z)=|3Wh>x*Q3?vbRqKlCVSp5bl{Qs!Cw{}~*tE}^1rLK8YbuzAJzc~cK5J9vMtIGN` zLAm&V z?)!fq7#r)+U#YGV4*m3*5}H4Mrp?Tr_Ec@mUf9}C#>FyaP*ne-__~khmvT4=JnVm7 z>DXUSi)sz1Kl#d+zw_;HeE8LWU`+i^ukyp6`+Fa=tbE@e%+g~l+T*AcSnW%^yAS7U{_So}7(m}6Oqy2$h_)J>2&rc|&Q??P zJQXCare@YubGF&#!KBw-z1;K)i^+VH5~>Xj@gK+o8vnm4phFx9ITVpwV>`4mB#)Z? z7xNA?#GW>Lm>*RPO(6W`OVob*9-hP+Ap1+y|8kPI5aG(uaFu6uU_bhzjEBFsQuBCZei0N09^F2C^-t$su%SZ?_(z>n1txzAfWaIP*Qg+N^q zLT=)+fcxCH76@n(kF{nNVOsQZzIe%XD#5xUA|ROnG2w1A95mOk841bWo<2r3RuuPB zNfII9SL zrQ1;3fKl@m?#@_?8rHOgZQtPgTCh}gMtJ(-WxPk}vSOJ$74tx%M6xFC*TX1?r#_a> z+jD4uQlba8zqaDmWL+PL0qK15gvyN@OG44(>WIMbd)D|!rnLygd-yL>4jyN((<=UP zG%+sR?pIb`ouxkegMahkTVMF>3t#*6pZ%(3uatu?7h znwiJbwj{2Jg2Q{;$GKz=QPo?`TEFi2tHd*S&WV*%We3~cf<4ZML6dXZf2X^X=a1xa zjul79c^#Xnc~s_NitY-Kr_G&Ha$`T{`*vhMPIWPi8K#}_2Chpsp?aG+@)UdH*^cve zbKsEw9d>u(CSNo@GP=AX4IAwcyIMt^h_ny^iMdQ8nY)~|8>9?$7ANz84`6qM1+yMxqkf92CJ|HtqC z>{m;k_ro8D8~iW*CnI+#sHn@@e0Iu8n(Y94MHz^+8vDYGy)yo*5NFJ+$5KcEpEm&x zv_W+!u2|y7c0Id@3MnvFIH7DYWamz}FyK+_oMGs!0AormOlRA>oUF-h`U}Ib-pZ)rue)^05?$a;-vMc28 ze3bqvQ*0nPx$t)%tqfk&gs2a-{UZIzq4Yox2rYN6fI zu1e5Y9aoL+$jc6$yK}A1qYp7S^hAigD6$mZ9Q)&KIGN)W@JVe)o7@5^!rqsU#NIrb|D~jf~nzcg%?% z1*%iN6J}-^FChGE=+4ZqqH6oZs4#^&3c`Fm*-5kr8Ux3pD&^G?Vo9PI)lsQ*vOLOT z*LAKf&H}mT67FXj8kOai;HMt3eu)f*v^^@?9egU(tFgSV>vk)L`O95L#21UB*h(zi^ zwU8Ee={IFqClYxQiB-}`1d6=N>>5QC!#pu~HrnoQG>V~PIL!F!tH!!QSbyas%Oxp_ zGl9-Dv5kMAC()p!p>L!zwA>~6aq4C`$V#9eJH*#tWebJdYQQc+DsOO6XG-915p)p<5?GD(*^ z+yi5Y#iPsodV-cFRV-SFaO1N{`99` z!%u$rCx7HG@uEA|AU~Xmn%P7Ybezw0q@$D}$C>V>h>B8u8?#f$xZaxmeY<4L3RWG2 z)a&re65&I$X|?Y}8R*SV24o(gz}KA}6>mqiL0)0x3xV&J>Qdcb;?kuhY^;2yvnNFU z)AP=cmch|<_Xuc8rnM#gyh?1hsQPyyhx^e~5Xr6%LKgm}Nn7(MeC$w_!osVG6Z9ff3*KbN27?0bjCa#X`56E3Ju z60;UnPtsK>a%Q3S_1!;@caIC421J{8nH*_@5W`&<>!N!P2s-&F_cSx}Q` z?!%*00d(ge4Q>Cx)Od;YaD0l#8a!Q%me+_^w@5pe(#pc3%YhvqSUFv_$NZWlyt+Ek zDZjkabLyX5fa5eYr+edux{4yCV2G`-Q_f8m#Z8-CP1hSKr#mFCy^+8BQN0o1#L2Ip zENjiWnan=Yh3t|8?Ml$9iFixKwm@3y;M;H?S!lP@scf({I~a?_U4RD3dsP7ls27w; zZhe$TWhQpI601^=NTHxTIzexOo^7I zmMy|a_e#22zDP1D-`PBBs4`-EN0DEU7Hi5pPS5f1#)H?hXhKm*5$q-Pwz z(I1BRRfP9dqKI)QFPLm8?`k1(EPqZ6 zj#OK9kupdC)(6mfG;5tEq+?32M;p4GD}eR2^h?=K%fiPl61mzLI0b~QtW(RQUDC2D zPwMn>Wz|wOJ}~stJ)wDZijbo*p8b(VTq!We5s3aLS+MmRuXs(zv(SsL-)ICWIz6Yc z{wkXgF@`dyej{ME@rwRa$rZQ6w#CNWtr6n`qCzL#>-oczx5RS2c5TVzDIWAz9lt5T zKKtpP`S9%wgMRVrpZ&{!{^@Uh;lrQ&?stFnPe1*qKmEx+_~IwO|Ap^-3+Cjnf1E7l zzt$hNUsezD>Gu6=!uf1SKOc1w&gPVR4vBN402U%yuBlZxaUrb2#wWbvy(t!lNt>Je z&P=3<9TJU~7!S|vw8r6EWPVptgS2e;GfFlSCEOiUO8Md2Wx2Rg{+}ku1*8rGR20;|OE} zJl}c(!kK0FlIBn-3|ZCOPwU-w%er=c?sq?w*J??smOMIrMSR3>HQnd-K7ghV@asjZ7Wkw?aH9*S0zCOn_!hBCwURwo+jWwL2 zf1?Vk=yL*&3$Ga?aG9%rs2M;OILS4sSuM%biv0B$n?OB8fFSD+2CPnK<7yT*U|+l| zosBB{psgFr@mabN;M0u|Zj`zE-N&)r@^u(1o^?Wt;0)|U8t~P{_iYvxMQ=~Ch@${7 zO!HfZCWj@1{VVOQyzidhsB)2kY7isJkratN>QU#o%h~MAOL($6rcm$f^!L*_CLjq* zaC53!+PySkC5|neS+Ra0(}t{j!_)>s(wJ$xnu)gbGPJ})PD+E{C4TUaiqaI)o`*#7 zr6WI%iFLl<*yFYU#Oag{lTElJ#<6Q^7U`*6-}gFUWQ{{QWN{C5utq;|Um*VrHLcDS ztcB8!XQ7US?(%fwHFAtkPB9ApX+d}Yi;;KmA$k`gdxv*yFCG#uGomTZZ@E| zdE`I&rBD9-FIbm84o*jrwaDUr0Qg?55Wu$|Z`d6nWInjXwK<-J2!nD6+t`WCoXJ`N zhg<@A|A_dc9^$Vb?<>@ExgsRXrg?zBRzvCeSYp-R1KX`9q0c=EFmlqp>j3>mbE1cY z$Nt2Py`1mnvuFQ4I0gCnNN>6dQx~e$f!2Q zKLiVOybd_b&JvOT>d(v>?>qtwuI{qSRkB#bN)0TYm$X`8jXR6hy1^OzNKDrA8=?Dk z99z}F6YO{-u=`w|-p3;$mk-3@y5rZ(JxXfT>Fnb)qnjh?V|!|}u9#o7S@&nNQqOOZ zBhq*GMcn3UVAZd;M#(-t$=utOyWtR*A#~U!*VB9`kIKF=-kTaX=#aR1yRi$+12uU= zf;7O&sLkAyxS^$8xSec9yvp4f_u=DCMut&`bVZdsj0IV>il{TIhC1GwTSTh#RIR<^ znG}w3P87sOwbDVNcKY%Ej!d?ClcS7gu1T0;4W+L$64_NhZferJ?{wS@DBL6CiZ@Eu zwA(8`2tJxXHNmw-FQJ&7d1DW)qtcu+sE9?JL#)VG38UNMUmu@GJL616SiiS9kg z*Qnpdh%Hnx9^-dctWJlQvgK4!&!ms;0g-@3RZOg`JkMlv?;0u6>j zvntA01^p%8BBhTa!EiiEg~Fn8RZrMuZ0+@dPvIz&Up$KGu{-NqFwF*+8pzv$SFg&? z%6sbEd2uLi5-GFl1td0>D|wv-ElE$1TzlNb)LB&w#jp@8?^#G2S|dvng-hO2fz`>2 z)3B@toLCA^%S#fh=o4EjTu29etU@i_*Fa$_Kc5ygs#tuS)xuX>$&zOPevq}W9|E{v z9G=@vYcd?+fpnRUW?7^}9=^K%eXlugQ&c}XWK3kRxujucId#W1bVU3dLq-*CdjMhM zS?ul0;?0-1y54Wf6?cjsHBo>zhs|j7Qhs5x)jX9(fLKEP(s?oWmT0wIF2K}twRj!u@p}G8+b9&1R{OC$(#5sx)!lT4`d@GK0>J~TBlD!1A>ILW z@0-%JWj&kbB+#&7Uj^rqg2g=`@UiCO971d9d(X!^0oU*U<4^zO>#yk=fBh%^*2k<) zfBApPUa*+mUDf=Y)el#Y)Yox$M_NQM6&Bq=Pohm)Y#@+f4gS#M#Nydn#mtO7t{8XZ z+$omA?j_kTwA)>mvtYQHq|_C#kvV^qftpcJ)ZF&7zh*21B8_@|*^Z^Z9+zNmlHN+{UVkTvneYC)#FMT6t|_v;e$Cy|@l;WF zKfZ_c(SPSHoa^tDc2_?))0Cs1n~~(cc0?1`(%kZQUH$VJ-9*sbf5+e0`tOD!{WajY zdw&h*;90M04Xk;rQLk6b&;8nG|LAvI89(rYA9H=ov69Ej*G(dLy;&kDGYZ9Ikt3-@4Vd^t>K)gXMPwU6pgKEGW>{a{4rm5M%Gk z`otGxVTNbjp3T53m)F>35=xx6hZAh$Ef;axcC*9uIXS~eDjh7ODf7WIyRG;Y{wlc; zYnR}=8QKxWN2lv*Sl}FTQcP#d#HBufM@n_=4J2)QxL|R-wMtxc2eLby(o!~S6e;8mq^aVGozA?x-tdISh^PnWT9%? z)-`zCp*JZfBkD_PGK~d3BUY|5)#DRIA>;ZjoleexYXV`aR|8{p>C2AyYpbvFizi_N zj*lHDXq+%dG$VAh085wRjY&qzU*qEW%1DKl>S`)PFNF<<;#ndIR<;e*fvPC4kOj^l zU*ox;!AF4}cte>Bb16l|A4`!?snq*&7K?|drP7H$4s<37uRfqy(D&rVZN;9N(^Vy4 zqm7KEwPuw0LiQOLG*=U&nXT4CdA0uppk1GSGUj|fvVFGv@KA(Ftnd7D=;&Np=G@Gs*WJI9p9{vbxIqb z&Kf(+{+L_s5??rX_+wgow7N6GCc(BE79wk~B)K^rrR5Yeuv6cWch5CjwXJMUNjw_0 zevVDg92Zk*tW4$e1u5d_^*k#LO~x%kP~L_}J_+WdjvfCCMPc39hF@n=2$o6bsA6{lNz^?&HD|-a!Evu8(Cr2kR+phcs)tUtCw|!7&*KtIu#w zLW4#**G@jx#ZcRHhTfr$xf6isO%SKG*)`}AIX=)uRpqlYntR%R_Q}ord||246+OSv zOH8i8){-@EA)kiH*VJwvCzmG*t4rF6}7sO_JtV% zCEI49JB?Z*!e#2-V~+i%_oRmTS&J#059I;-Q)ZN#YBs}^slY^Q(qvsLij`{TWX6|J z3=qyV#E}!xqmo)ebj~#Mz?Q zQ%-Dbft7TOccImslBtCVnaSnYsl zRHJis*smp1(FrTNUpmPO_1##2i2KR)UiMQ;>cga-VM* zr?klUt{(Iyy`pStd0^Bs>l^W-b&8K?1<6J37>6T{fjO7x|I!1C$zZu!l5m(sXh^$| z3&=$jf5Q0Xzg{vQ1_YBLa~|c8+?M$K$MvHH-l6aMwp#>5`(186|x>T#we$~0-zuIFCG(JmKsyb(&@wVWp`VTtTvPP+;Z ze)0LE5A+1|2xdX{j0pQ8PKkO%z~GK-XEIyu4jDd zmBGt$vz?)tHLE9411cR41HEpLi>`pGdMZb!>f`G5C?O{Q)xk zx*UD_&;H=UxBkJWfAaP3{_;;*jz0fUZHWH{|5$>5_SZiA%on?c_&7<0TnHb@ zF7S^h-TzgpOm0X>sBv=Ks^zd|t|AO9wB(l*FSM!a8H`14KbFM_BXsf`OKy8&-UZL! z(e63CoJU^IT&NBfC~^z4K}W5Zh?HIG47q}_s-Lg=v4VPug+;oPY%G}#IJG9C{7QJr zbQ4QciueaeX{?1sV_dQ3O!q8n)yF{(lZ*U-%8F`ApdpSQheGLeb9_F*vp5v;jR>x{ zJYs{j>Tw()C@8ESM-6@bgCW8B|0v`8iM#;4xw-$&(u;+Pc7-!t?|d{A@Y5=`IyjEX ziSmp_a@^7-)j6h^;|$206kizm1Nio;=LUgr4~i{b!rfh8&-NdF=1Z@3h0p!XKj;0f z|HcB(q6B*QlFm)I)DNefV&+!)>e*3IDaW6XY#31-t_)ON8x>~u?~P3@5k@P%vi*-I#N=y@ zO>S*d9=`*bGrCl5k z7&`m4%xWxitKp+*MV&JRz9;zYAY0B`Oq_8%Lo}ZXr!#nJ%;}EPP*x_W-5S_kUN!_F zL6WFTSINao(=nF8r(<_TAkgj>yH~$)V-eM%p8H_C#8(*u6Z=m`ArY;R8;^pr)Ka*{ z6NxheVXZ2j;A%U9x31b_6%>^FX+PF3S|}cv7gVP;jvvQHQGxU>*W4;c4oAYPE#R*# zTC%p{XdJuoGdEf8USKL`Wt%vFZOQLLp{N@B3`NgOWLy%BH8e6x!xb5%h9a8q1X_25 zCoi!&Sqx+&tq{F0Ic(@j?&4MWlsqJZN;ehmr~=bLV|COdlbH07eES-jlo3Kba_bS}G3})St3Oh@5uL=Pwehb5!qpVjipp_ z5V_;-F^?U0;nKo?wJ%pEer)WfmmaT{BQrRoRIjtoB0-EJE?G#PKqFaG&}^N-0OW1{Bb!JoNW;foANv? zo_6}9-wBw49fz;pWp~(EETkilhm_~;h>;j3liQ}VRTKF^L9Z+7i z9@)w>s#x;J?WrMNlIDHp$2TFs9g1zCCwRWGJiqnT&%XF`7LuR%Yag?m*bV?gRg7nq zvAd?$DD}e5C^I>rg4vqLO?|j5;s$5rfRF2Hy|(Vzjh=4eUUI|3s>z!!ilnMoe%Kj! z8DT8thRRGz_xT7K^renvw70BL`_v8VCEEY!Yobw>kYWSIs83tQ$ zXzj5dw@dIR>^nJYW7^HpKfZpWB3drCXrbw93I}(wA=xe}xeoUv)XDLY6n53!GAb;SfkKv8!Pe>>3SPKPuOHN%FTo)$=5}Ijr|LtH zrA$$W<55&(ydCNaZc0R7s(IpzaZ3p%8Sh?hS>|-rk8x!!I53l3FBnL7EnerHb2~B4 zxGb~agxfc{^Vmq1-a4Ip5*R$Lhqg9&X=l72d(mhdF$66r2OIqvHTXp^agH7VWniZLe{JL6g%s63szh@BX_J^WZAjN&T4bTE2GZ4 zd+faAMw!T3MhRcFAX9-Of3k3v2A=MDBgQJkeUOLtwCzHfFbR;CvTj&%$KUdy7fWV&H9k z7bKsAZXL(he0r`g4jK-ex*m`KKx^K|)B}GfG5qzljf;je`+M@@=c!V<-?G%DIO*ej zPYylF7J#7$_VQBjbC7es<)?$0LoU7lSvN}ce!qJ?GINb~-am8^-k4K9-(N}`>Xq+# zWD{KV?pf^-L9sCTLFFEbf14L^OJ;o@y2GA(_xm){T;R{oJrB_$c1CUqdCnN=zULb+ z+xJ)x-(3kOmWC;5Mx}c(o*^m5mp&4tQv(_7?s0v^}5dTeR7)efzt={O`+7`?;U^vA?*xkabL} zrQXs4r;KC4B$HA$fQV#5jI~HqG(tLyY;Je&!?OZdW~h(yZm9eqRBMuLw+g#2KoZDCAMm5l2(BxS#4pFH48>G5ITN+QIPZ{wtf+=}gK znFq{bM{Et>5&DwD!FseY$mXi&>L^jTPbG~;r_B3$stiw3c67a#BK&CFjN>zDAy-Li zB#|S$!H-0rm-=Vy7Y<&kzKS(=6GYcAZdl;>dME%;ZJ?!y^i^wttZ4{ccjbo|6_NQWOW%k&u z%4@miXK;J@9=siUpYq0wK1Cwn2=~w8Eb)5vU)EL)nxj*^NF6G!fzGYh0y)-w-axg^ zHS1#Sc9Z0vyLg$~Go|Vd;UtZ&a-G3{2?4=huK>|S);nl=3a66!@|c+FVrbR{p0pKS z{T!6fa;F-NiaO?Cn_33H-64uAl4=k-{yPF+-j1aa=2kO-p5uaEdNQB##93aw`ThF& zpa0ztzw*uR{^sv|@)dXR=YH~|H1p$}w(f87?{tUHe^5fcY2ATvM*Sr6ri~ahnFOnBV56Rm6*VRRf zODuuq4^xZcUXH_)GjaXSv5e@(nl;zFn^*F*9+K)-%`B-&2+1t6{TWuvuT50ME!plY zLw}m?aq8?0;d~}q7#QMPqkj|lX9%|xdx14e)Wt^gQ>+BCcBEoGa35?wEwLA{oLc|& zkdyF60X^=qyB;FSbJq|Nw|>ataS^;{Wkf>b-(+vyBD)cTe$DH zf2_UcD@o>w`Z_l``ZtA{WN|>^3!+!{=dox@=+lOY# z8pmGBSleo$_ZKj(=W4v&Z!0r&-t+I*GQEC{d09%q`mfxd<1mvZSN&H$zetQD)7@%l zxdmnUJ(W6u`}X|wHW3Q_-n+41KfCGmYcxsUKCH3!5Y9bbo7g#yyj>a94S&2g#i>RgS5G-h6Qh_!kNyMRdx?IZtN7Moog>Pip&s$$1b5JMuD^l5Ap_DSCEtVIV< zNqWI^Ew1B-?U6--A(UPp?N-+s?DwcSH8bEux%lwAOWr2lInb0*@3fL^Aud1T?cJ*i zJ@JwO|B0OTsj$r|EzSri|HAJgN%9mw<`BqVLS%qogOVRlxnN$}a%nY_?G+u+b9Nz) zI({pUHf~?BckTOY0q@2SCy6DmEHjQ>m`ao_Wvw>j#aEjc+0~S-IzQu1poSRR)02h} zFGgiq?q@@o?AsfX(!Dm*nCgA}b!>=^DCM9;^b`f8P^^B6t`h2m%(7?h!J!;m)aY0H zEboAR;PG@4>PUU2MNQE*72bDMXgfbkPrjx)nM@88LIG46eOM7na)rKEI}h0V=1!zE zo#xkR@@sD5hky1bAO6q(FdqJq&wo_Em+#)~Hfx!e;C;p^6)A5?YaPB&_|s*EMOnDK z2o1)TMLh73KT3lEa(#}k4)rDZif*5%Rb7!kvkbH>@!TgUBFy4!Ls z9l&+ml{sWqU48X6JQ9=`S7c`muv?vTbU!WKI%>j~5mF6%PIR2z&ssYy)TquQ)HY)` zu22!GBZIvJEoMwPPC%5yN3t#EQag}(F)qYhQ*8#l%d&p8%lZ@|F#$*4$6Tq0+^>}C zx0t(vN5UOlV(!+!MRIVyL-9{Ia~s0>1Ecw7o-710k*T)~Pk1feKU*&vrZe0q(V7S> za}tdts`CE8geXy7P8~CQL?XN9@@wyoZuzukd7LXY0G8PhcF}3*3^Plo5DaAE$~UlM zObX{>YDh?xWVJm5=2}WPwn}Jakz|Jf!BYj*%=!C-p}N4_QpI zY%ahbEkPmil5L`=ebib#&RCF85f-g;Q>ZR1T>XBcmNt-JY!VjDZNhYK-mVm6oF^8R zZE6xYVH{NwPwyIYOa z6lEULdnsF<=mG7Pv6IYm1L3L3DM&rjt(Z}iV{8;>n!MKD@sSaOU176M6=!nqxyKkISo+ zvK@x}ZY7Zh*$yz?GhPxKf2HbLgp!NH;u z+<1EwE=|F`oM`VgWvk@KlqbRzVhWy{>eA2 zPe1-qqp1YmznxiMPa3KDUr(&l>*L$IlWY(+&%bZ?{rdO&jSg|h1AP9y{<^n9=k@0# zalQY3r9FP`EFVBCBxAI&9QGCR(^HS4EGVjx%p)_c= zItYO+sdW|B#+Z4N4m^@_^b%?`x1-Ba`)}@*kSK2K{(#SUs8rZCLl~VJ1)Xj_nh7VW zmvE$kN$<3hDri$=uK{c@cw6O&FqDFjF{GU3>M)tc6BxVw_zCq3y^o4OWW1v@Ni>l+ zPyQ&`1Fi3AhfDxoJ8TkQok&|Vf%--P?9w=mn@a~bezo^~+>CQgZufY(boL*?L}mS7 z!O{*B*}LeU*6@{JdPklqjS-gFsLz%gO{Ln16s==>B)!~AKsoNAJ*v(1u{R$bjE5E~ zAc*}nhJ1;N4l%vN^sF;{=OhfZRhcvBJB!qKrjS}tEpn0Jw|I65j{AF8YhLSly|Y=YXAhM2`BlhCy}In^R}5pZ)m{KlMkS{^lQ! z>gK=u?|RxfmJ z2)v#+SjbKFT67(i4w@lEbU_Mpl{%4{$CsK&n2Jbyh>y~(TCAl-(vjBk%nyy&?=Wze zYCo(l0+54dqfWXMG)KY)$3ov&yqx|nyLxHkFbEAIg*bDlzXbbu37elCp6>2}IsvV~ zxDR6AmzY2Z+7uTLEnt`O9iT=MuD9x8+@OFH-zlR@i9NXg%>Q%#d@4>5EC|sBG}T$@ zyz@DX+xJn)6*T8jZEb9>?U*&AC5D;q=dM02iBHGRdDLp4dgGY5V&>}@nNTj3$k#ZN zR^f_KFU^{?qpkH~ljd;hpFbj9oMkUC2NvLZr97KYX^R<`?+UCRmaVpdzce_ zUOMeiJY0hK+K>9E=@(g%4!D;p3geKlp81(ue~ z_JpamBV3OT#z3EUc9~%la~4SGV;oGE9LQI|TGO+B<(nlb{*j;fpFU=7`b+ymh658n zD%DgLS>BSm0?lACE4&9WlXmoqn^>)Awi^9kRGTsdNmBucy$`+aDpQftY1tRGdBKT* z1GEwrbFmi6A6Jk(ZnM4CGptjQlnhK$ok+C0mp&l6zkhN8R%#g;QMo12d}c6;}aci(d??`G|ZCw~r6g5i4pgXrw-e|g85(_zPm>30^g zXYIEkFuuG0!TG5BZ+=+;)H!Jjlh)-dTcq7fZXCwtxOlrKd!_}KDQ6P|bh`~qB~CXy zgF*Q}f;}zA)$SN8X(*`%ZFOvhn5;SF2dY zMaLt4pEc8V2P!?znw6Em4JPAG>e#q&v+QeNSVbHsYNNrD!0S2yTzW2|vpNUkAIJYo z1ky`z8jb)Z%T%?cUp3aEvZ;|K9|5QeN-iDIP5Ueo@-a=7>v-uSn4a(K!CQOmo1s`0`cN=|II&w@>+ubKtwVDA0 zy=%^a&g0`QzDDUp`tcGS0Kb^->tn7ws`0Dzg2u%N;<8qj1_GG_@i@lLZAIGX6vL>0 z)b55E?^&zbSjh5_>RPaX)b^>lD|no@Uh<=}>LHb`Z3&jB8S|?#kg%NjiOZsnGK35` zzs$K<%U61*)7?ED;_zKwkd|9bkE9Vu_?*EVw*EfXUA*R<0y#^QknWS{)^1rsO^otOI`+tFnx7xI^ycxj_GUb9x+ln_?yWk} zk9vk1YfgS%?H@cv22PZEHENw$`gk8PCd+Mf>nz$Jd)$D%z3rhRUNyNGb)LzrAGK9n z^!P4I_qql=TtN`yE#FWN4JsaO;s)}%SmdWp_%yJ9>E{ieE7ppV0ygOmN^C2Ef&eb@ zc*46WbL7SDe4*D34a9-=<;aF z$+Tb~9hr7jbDj9~%&vJ9@;PA%=1;rv=T*}QUh*?Oi0RSzM_~dMDhaG*onYrVV_Wwj zme_YruQDponl&Z(k!q) z(z3BT?Q1PKE;6}$i>j!ANx%zc6#Mghxn-a`?#c0~KguXg_GkaVUZ=u+$pBDp-n>^z zUY&a-$&Q60S$cDwXWT$%8n2In1&9V^NVPPP@Vz9yFWg#uy%GqRR7xoos@0%KVr9+4 zK(kB1w8nVpn!P&;j)1^;4Y94^ zg?p$u=2ll=`r(*>G_DmDm^ly#+k{I~;>XodI=yZVkhUvp?~Bq}JCylcRi4!dI{0C*C4x+Hn|L^PRSdWc*Xr)yp|m>|k8Ty;BABb0X5ZM2f>!sd-z@rM1I3=MZZc`!0{B4O+~cjT3ED z*W_5!Lp?s!gt=%=b8aA32b(HU#^#eZF`w(J4{Iz*pMDE-qSmJW{8b69eUFsx!JGC{ z$hL$}2`ZhoB2H5hsCtgaUCy{f6CB_MxO;WrI_;H9XfOBcWCoK?3WuI#bu+F5SV*gH zIXaGV%m2H#2&Cp-Z(`=z5SfdZGR4k-7W&w$;HS5d46@~nR|EEOSKqSJAfU?jAMK{v zXjYMDg}W;haZNZ}A@0T^ltdxr_M;8XB_Ch6bnwettnULkE30R#Z@dWBcD>N}^c#=|Wj+t#Upm2f6ArorPWLP;&cmvp1^&P9{gbj(xXoog!T%%WSVj zjmUE9$VUaWj1SPzO?HhpzZGn|=#GuCz7ud3Gq_up$y&Olbx9~LT;JYk+VMpMJEubT zG1VYpqvX{>Qoxi=OiAF}N^Wwk1-T`*H=0$6= zCRufC)4Z|r3$AdBsX98gg} zd1mjfA12GIDatmrjzikFBzHRG`bNadlj!jQhYF#M|CSowy#m)gZweIM^9&5$@X=;e;U34uf5OQ^0kH1c?{$5G>qs(PQj#m03 z1y8Lhf!vg&*TU+c>!esJUz_bN+|j_|nE;wz!?-KWM$4QvnW~8-7>i^b{GG2z%5Kt; z>i%tsI5hMz(k$&2#TJTz0dQGPPHb3@ugUhx$1zqIw4zu?rv8LT+Y=`AXn^brMN!H} zESx-~+iT271z)n7%@bP^FGVPpue#D(I5WwwwR=2As_U_)L+#{qL>!O;E+=g3qb??u z6%jYJV}bh)S0I6)Rd^n* z+%==stC58#ncPIY`?%Zn5?c6_CQt9v5FMmumo>lC;gM2M|%D^T?$#u5h?VK`D)t4VrsJ_%=R7e@8`ey;g5dfHIydn)1SXJxwa-s!J_PMDA&3Rt#t&yl=SKyTXfp1|?KInsRt?@^<>;qR2KYlH3F1t13 z+PZs3k;~Q!M`DcpJk_q^)alrY8nLGE#b7-id+&qtuJh32sE73XX$_}4D8V{3ZXqC$ z@~=~mF6oTdGj{J9;RnQRU5pg4aBnbEmX9-#pe#lcjxfr(V3KlBU*k1rGp2v38V=x? zi3&2JKs;oIjs@ekxvE>2fD_tAn_wwOlPrOGM4{H`xbd#35H3aOQ~q)!c#a3-nO-nQ zh8@?yqrs7EZ3odReN9OS>7az75@ITActiyzXighb-z;(9I# zg>+45^HtQ@jx!k)KeJAgQbYp9gloX_Qf|yMKoEJzrGZ}5vg2G&mY2nEkAzu=Ra$iQ zvuKINer2vPw%}-(FwIO%a4{>+B#q5GDvtG8J&j$6cYGAMdk0(JJd<0%GDs;!2{gNh zW#V^GVOXFhs*C#{H)4`*SHCrtz^D>qX>IvT%@(ji`y`Xe7z;F#Bm)Vg|u#& zq-)$;Q0|XHYudFmwDu(6c8!{Oq=ao_q54LABA_<`Glg-rHP1oe+>eI#n@X*wZCcDn z|Ev|7mFl!LRZDJc$6<%>hAM4GuCVC!OV^RHH}#>luzLHj0c^e2+O?e@CM8sT3Bb)m zR7nS($XP|i60VfKt(nu=jFUa_OB&|2VXx$Tt9;0$Nu+YV^wjyen80%7j{h5{s!>N0 zSWd0$na9<(R|aGCoKPn)=Z^XDyocZP#C zVCeA_)~aL1&B|ex?CD&%$-L0tIQPdZSb+v$3;MiCyps>-j?eAUer_#JZT0aHb&92~ z6kh>}agA_F#Q2-P^T`)}v)sX-|C@hx=DY9z+%;XeuooP9@;=Bs)qERkL51JSAa$~3 zYnYxweL=cZU6iP;${$M+!qvF%Ym*(1tSYbDaDT7UgHRQE0JG(*Ly2g=h-pO0t{pdY z0mt)XoSjp2RU#)zWD|*3BK--!1nr|j$u^e3nXiTHEZk>Mgnt`cRvczW^M)ofWD^tOS0br+1K~iqh zQDr1of?)QpQKvWNh}RyTp;dr@&IJP69Nt*orExPN6B2Q*XXDBt@e*^@-MEwcO#_`-Z^<5{%H3n>13k=z zanmwNh&CBHQ$2`(ka3YbgpLJ`kexDLWp(roKQ0ZWd_MF(0fSv+1$(p%+on$1sXI28 zAoLQ&mC@scO`j_r?R~t{Ddp!rSL!D5Ky4jFB?kT|r_A~&1dF56IN#zp%j9cQ-#*XL zY#onct8i15o@wbWAzr=(OtGTic!^TSFmiHuczR97-nuO(>gy)B8&!fb0 z0J!EVt1-^ijl)rAZ-IGreZ1`n0XB%@ZB3W(P`TZZmUExXsSYVpnTj73r4DcIq8eM# zxDTcpten!=@AMM$@u-~~edbirOWC8P_8p<{jEyiCmoAFonUh1AyW_`B6uh*`N{dIm zAefDLroqW5Na!zmA}!%{E*DuX`)=#`h#`lBUzspRJtRW&3OcUlDm3|v3k8a(d)^6h z91Eak|6Ui8QG&kvMS0tR0in}T#&&yUkx8@5-`x|nna>q+GkSK?#n(;llVAC*4`2G3 zPk;B1U)|B4|M8Ei!T%flBa7rqzx&~vUn{oP=Rc0^h2ml$5{5)+gS2mi&jkfh=mp*V zHJy})_IU*nt-0Bx0Bjw8YTSw%r9AG?b=J*ED$#=#tN9Fmk2d-G7hW zfb^?M-$i0$jF1a@PIZzW;-9ISPlj41x#QY< zR33t-%+Fg1<)TJub=Odh*s^z@qw44OY>sAkniWl;r))RQL{) zqx5)7&aws(9K&~abhF)@W(bvqYLP!FVswD^`l2mUDsqzEKQqT%ch*GLTAAs6To-$$ zT-DOR;c4NGOaf+#r8MoCmlnCWZdIH7913nVkV_|gleawzLQ-zF~atU>JIzy|>{o_oqU>e^M z5PR}^L*rRFN6pp1iW=RlY>H1ZT4bn*H9gEnqx3a=()%(@yN-gfuZlmt7PV#FEOviG z@tB!PvJ>YNLi_!!N*%V013<#-pbZCna;1eEzBT(Bnb2F9#W_ovPnAbRQgpG+I01N5 z3k_JeC;c^Jp|jP};7ch-=90&#>+`NM33*R}5elYNe-I&MmO?^IUAJFb;N;N(=cQ{x zW#+uX*j)W9CT&~ujh4F3B#dw!3(8}OC{_7v@X~2YZp)m_a}qmIwQZ&wts2U5X>*Sj z+nFUt(oMB)UBE}$+Rt7A>DM@mj^DeNSc$76J%&3R`i`35W?HX^qe`o9bJ74hjwkh4 z<{Sqvc|zUG$xoeZd=NR!F0uqo(O-;1NUNbWr6{7;N1e$nrS&EVSpPY{Qe%jat@2IOt5(oehRB2p^1hExd}-rR(9mWrBkf}!t-$RD;^!!JWY;tKiWQ|L6t|dV^ z6(;9gp+NFYj-b6Im9|WrCMAzP+8Hnl$r@#hvDj3Tz&YIo1pUn>*c(n(1dYC{)ob~z4OE>z?Ue6TF!$}s3dnW|I$MlNhnq|^G4p7#~E^Q4j;3q!4Xrtsr##UgFA zNnq($@}owbQnTlLif(v<&8juWnspm57NhwkhxpKX;w$b>lLb`KWV>#*0|; zLq&ZS#BS`zR~mdPF-_?+x9YU(z7uebpB8DbF?eS{5QX>@tY%un4LkoK-q^p71~M{@v&6;8-XHX-qxX>5YDem#kH3|Ne(WD1F~U z_x1KuwrPF$58#tmr>fKX_kO3CzVCYo;O~tVb0#$9NreG?c|vG-*U#nkU!qH|x1Us> zzOs|6Pe%0u`zSMC9AOEg=vUNpVyK zcgFRPsUw69potw^L8X;j5_io>4c12d$zfTDSIeIh{h}F2=Y&A=ALawI`5TJ5=DT8QDxyLr`D=*Xc_7ASqZeYV1 zC$#5}iA4yK_p44ECZ9y6L=xNcTr$cpkj1eRY)!OSb3B?vF3$}Y9L1=S5vNntD?1!o zns4``qGRT9z{%((_Q$2+EIwDM_ZlQy-O-eV=N&CX*VE(BtgEx~=ob`#4=5DG>nSeF zagBZDj(WJ-8jEulw#M0sDX}7rCvxj0)>jeM0HOu`HC8c{i41e*i|T zc>;oqlL4gG_9h+s!T>%|kAiQQSY9&F^fWN(fRs}%)wF4^_S$Z=dUKDv@!&E=SvVzW%; zLcTe(XW2t*%~WsH5gPx=tbXqk@x+giJjAIlpiywm(Jfv&~5r!AI~Xy9l}MP*Hosz7^)!S}E#rGFN794C_r&7&Id^y9SQS8l<6>osqJSKFr6f-i}9 zT`ShNf|C^Mp{6MknjQ~Gi5_<%RJMw6kFijIb#({kv@4M9?&+yM*X-^95s`hj~#3ii(TKioXM>pn-<+n5mO0?g;q@ou*^5cG&>eU8PAQ{6GEq4 zrfgbT089-yu@9R@=AqQG=Tr$kXT6%k=zoh5q}YyACJcghW$M1JO`m@Gm%sBLzxm1?5)vUc6+q4RZXe{ zDv!m8c6;tn$G+oHEu9JMRJL7CP^^S?p-h!5XYnnm&tft>Zuj_PIvz~opcFfl$+G~( zH=7!3$>X|v{H!=Q(~?+@4sLZ)CxaN3_gVx_{)JUg#CRj>-Ev}eaL`6rD=t|gOxQ-t zcn6otaCa|q5r|}?!ju|ttgodSHq>EE%!ge?7%z6>K%tO|?vdr>tYp5m zROZpl%lsQV{av0hS#A2w$dI+AX$3HO7~jklytE!~oD@a^_9S=bSq3t=)bZk;H8&0?ocwn^3|%tJS;MD@%H_7!HB4`y5&Pwehad^47yv8=Spao)yeZt(SJHZOH_ zSj{@LbqpkMq|hJxlYVt>H(q5q2GWR@*E86sfAkxle4U=?Z~U!~I)HuOAC}YLpIvvg zaq^sk(+e*>3M876X#B74hqIkB#~jL9ltfeQ%aQe5F^-kQTn_my4HwArnT>lX;K$u| za~c=IUiIR z$kgN16=u_@x!QQK7z(D4B@#9+qsJT->r#!+ac-K|XD$QX++H3a27r7FS_9@~5Sc|r z5MkKRO!VxR=#eMC0<>Z+k@yyJ0$9CvMx|-4GA!>}U8-BQA5%K`D~SKzIS3M7%=8ia zGvfjM(z`ObTuQYJCB{}BwqkWXXyA=}G-LKMVA1!kVJtC26}x?gzc?Zsyb9)-l$Iry zOHJlV_EKQp7w<<|vTlXLZg+q9%G&cvjgR+pZGFVs5}Zr-JGC@&i4EGfKFW1578nUh ziedWpx`f6pSo0JT$LACo;F)}9tVmtv7{chMkO|hj2p}IFN#tw!4{+|l5+iiU0NHdoNV?`3gzS?N09a)Nv5p2qR-GB z1F>wb9p8bnhd{lmjS66mS9>fnrVO^C6k2@j$vURLRKoMM*#opORw@g*CU5+3^#B z7JsDnFbCNyCyBdFDrQt^@L*(CF$lY@&AwD|k!4d<2!qpPMEXP^rHl~q(%}*ArF7iP z^h<2RuE2_>BJZRKjTreJ&K#wk9tQ$8-?>mJjeE~%PS0~3N-AKAREc=fs#vHL!4#K9 zud#lCCN_C3xJ;&hkH!$Y7)Z}S1#6VL$t*bn5-8w_=x^f!>thiX;Iq#J2EYJrg&kT^ z!_N4rA5~$2nVq_xD@$uRH$*k7N>3|Lo)u?>CDo{`j$Mo)j$X>kyJY1S%5oXrkrIrBcDiBkf)5`0mQ%wVoNghwAXcOiwSWRg4TfM|@0sF)n^qSl<5 zVa=#{Tfsc(xEVJfF?v3Zny+?TwDTW55Zz-q+*1x!Z;$Fx6Du*F#jZxK#(%S{7B2|v zdF*sHVY$HdS%@E-pl#RJuQEkY3L09zV{-nZFMak)|MtTdzd``>&s8@+`UC&#pQF0@ z3;aXPxts=E$bDN=P_%q@$dI*jHhuhK!_+0HqR7!1-@#nss8MXrzL&)t?Y5$ECi05J zJUz{9gq~~CbRJiYUHQSrC%Yu<;^;Zm3NxZ3y3{BeuXxHB+``l+UuA}K&)w$UMeax{ z@R|Rme8|)%b}K5jaxzvcgYiN!RiC(4HiY8>f76K!Tq<*>YdjbUW`uckz-ba+jw2d?duhYaM3soJ(A-z%arpg{ysmy0!P+=?fLZJuCmz7}{CjA_RX@a`^SmAfw6%gtU4|_~-hCiB78R>v$QphAsP9!<^G4lQhSJ2?D0?Cr1SMY!_sJ0Vuqq|i{cW>V zvFjGAC#_=bz|;-nICkp*)C|=g4K8G&wYHmy>rQd`K+I`BzZ|c{cwp>D)dIjMVn0{= z*W7cSJL1{6=pLMwg_mxmlFa zV!{AW%=)m`Xkz6_k)~Et2t~%kCds;aXjdm1%0AK`%ni6Zs2XG}J)^x)d$jfO44*9h zLJ?@wF+{(_ivhioNY<-GT~kDM8gQo1eR?K^xq`Q?l@CIK=0Uv1>tR+Cm3JjoU?0x! zgVk1o+1f(5vxc;Knp2l7u|b^ZdDrPF87`m^&Q6K7~uc zU5e}Mv6YC+#;G+l%E4zk4392hU$h>DPu5Q!{|+hfTG=~k7oj+Q7ZH29jR|8y68My&p7sWV`z>gCg*4g2r2i0()36GP`=TWa@APV z7VlCz%|n>?`I)a|mIYxZ4WRnyru}m|`O&x4bvX{Rk*alq?5%O7QhKm$miou$=e7!p z_9Z*=6!ACYVTt#bpl~JBJA7BRyvDAUqf_Bt$_`Eay^QK}jqOW=J?b=e+M;5kDv$f_ zG;%uI)Hb$()9xFKUhc(2U}2BoJXM$CWOp^Rq&_?{Ck2B`m&K5`U35U2GA_c5T1sUb zVCt0E?mZXy$=!xNN2gp1JC2;2cM_3Ng33Ct{_5|1_|>m{_{P6=#s0|0b>OAvEh!E1 z-?_7>cN9ta@2y^H-OcF;7JRS%$MszXCK{ZQ=iOJ0Jvo1W_t0HmKfn9&c+%hZ8}Z$I z$5!82YUqnu4IH14I8}gH536fdzN3i58be0o5Lm?)G5-=0^r*(IZU4&#Q`UH5t22aCZ|6D4|9q?-He zE3=qzs|$KmA6Z#L)Ju9Vq{UPCY-kvRejPHYrH~XEJ&$sG(7o-XgRD_=PI$7A$2PG$ z7nZkwOF9gA?G_{LOZ?Zc0p>8QZ`DvX7)}R^aW`84gTtEq+EJY5xqG3>PDre0Z4^7t zjN9Naj7}w#|IvZjnWd5*PAWtnwXWz~G)&AEka-K_RSca>tWK8HYwL;@ikZtji$&+u z;A|kVjWc-n(iBd2;&IoCf?`v6n=O>w8$FU>Q?yl$$t0%`Z!if>wO0Ai-DiIMIzK1y zW0kwy#Vlu86E4Tfgw&iJcQrfqjfE*$xGe{|lAgSTUcOx|zSbWdbv8nAh1-pNcn;%+ zPq6r}jc3@4`sTMk{p06K z@Z%pP)X^)5nv`v~OEgng^IpQS<>`*uP&*&s5nFdVEzoYp3;((W2Jt1g~PaR5_9vitVqoy6>j@4gY} zgJEkt*Zg1Jc91QOr?G7|1rG5q_SC1Eat6j)+_2lTpdZ^%q#N_&dRFIfm;CMhvWt{5 z(fm(Ds9sUtXPvLGa-UCY;XF48phvGRmjj$}$lDjKrr=SbyuQNKJ9-3Tv-fa%C5eos z2pFu`pOH)M$`QYPnmy$gNUTVS$$dn3+KzFYj}2z#sWKI~sI z5Uzauc}Na4smJpCd@deI-d1OlGv}1cY>~R_?b9a)6BfFn@AV)D6bTF+#kxvX-puh7 zXbkIFjeUuW5FYCJli=t*!&P={UCfY+UHwxGDH5 zze{GIF=NpYHsngy7f+{JuvdcR?nF(O_i8N^N8ur>xXYQ1-+r9s&Z#l6E`lI*x1K6_ z%dX@ihz_o~0#z(Vmh{<5I6|{VR@D=)W$$F}2GLba6qnXmZxI-%I;ucCFF>(bR zO*drvq83YHef2NKQco*pXg{7_!>bUEp<^u4IpEOl?Cb)OM#Keh#&1c&2B$cWX*VZ7A;Atn`f?uogs~zD{7lu537`4 ze0HXnKH%8>t&reug$>5`CRN8AJPS0Mf|_=7l+Z=XfL2^|{LiQLa;))zY>YQv7d2-y zAV`65cgPNH2!uP0B(0(JsGXCQL^8o#!{RfV==cC0+jCf>W+l^+8&Q6bSs}0($BSQi z$+2hBAIExW$2K&(O2wJI!5;Jtgm?+ruBUn`JP1Bdl8^#98SiSIc)#Y(Tqb@voha50 zMW2@?boni{eN$4GC6T1!2KOc!dZTx{q<%uaYHW+T5Lbo~rMjLnv$zNnpUTZ87-vxg zdqeNR-!d1Z?6|u=^ZDN?7=PoVkMKIjq$^_y+SX>a*nq}y6-@r9 zc7HPL#|5oC-YQ9w*Ke2VI$q&b=Sy+O_m%M3*>o<~>XoHlP1px?Y)4X$3`wV!m=XFD z+krJz*dL1X4L-VLN{IMs~ zc(9WJTBkuz-2e6Cmhtg|NJ&bGcl&4sLVz59QfpK9V@zh*`tm#gxlK=5ZW zed-XbQ%!-NmS!cbV0RF_rtcY5?q#rdC%+dQ;VA^%lR9JTs{7N=oTCnOBNYCaR_V=o zlW)XPzJ;EOJ1;G4$u!1_GM;N0?~|XhhOu~cLwJ-)6Avx${@O6&IfKa%qK+O6Drz#$ zZ8ydE0vI2u)aJd7%BaKN{**|&F?aB~kj0l?ZuGN!caq?rE6FEc`SN$Z^@XuweDVjs z_nmM3!iS&xwGUtU-#+=q*D6Zz!&m=ktSaC6*3WK8xx%I|#lxBvG~zV;tJeDT+7 zZTYbu_^7yDst({1nqsDd=h! zIMcv|%8Oxlmg|=NTj;EH%gAWGs|`#|WZ($}lMC>iN;j(pZ8E>?ZO7=`b`_GT7~Y({ z4tb#kw=i|Nw3Z@A?LsrMnoaukGkgX!QiQU(LGRXkMOf~kbl2^=T_KBH3gw#LK&(I+ z-{;feKtgV=e>%|APba51X2T!_TrIj++yqM;OGm3dZzzj^g(^OUkwYIMu9M;65%tes6Q4+XH*SRHBN;w9$1YWJBqG6SwOCgZ1Tr&{U3$;B$p%UsY zO5iD+ze>CDv}jL9wRA6a-MA&j{>FyQH zc^m+00l#3Z!}z(Y3lA2D?|VN|HdIak=Zb?dQ&sLfHi-<Q8cz&-ez>M06)@%0Q9i z?*%@(@9%4!G#+N)4qMCe84?o{I80em#WrM@trBUjzY|`CY1FUBmr}4Z92} z>|x_3HWhlHKV>nKcxtM!za~@$3?e@Plk0fBGrs%BzwqG?|KP)KGd}*<5B^sN&C1FN zi5dyJ7(m4F)UKB}^QpvC*BYoih0HNGxAAsjf*9GG6GkMmpLo@L9w~JwhtAk{9&?$W z?&KYSXh3h*U2&>8kqjQ&-T9k`+*f+y$I`j+6fDHfrd-W!IprppF6=7ua^RDV?8y=b zm#wdYN8d6rEAm=|BxLW@DviCql|v3hV@Et&r|00~J_}C18kSi8RK9SWeV)Larz9O; z)ylJRVmK-`ZYee&1XyHkfYWtW(bn0w93AT07^iif5Y?_iLh0e$N22=1j#8$CX&g(n zv^6a6n*MCMjZS<-^Et#FS0MWiAy=J^#xKWzAh~{QMHsN=8xIRkVXn_|Uhc$6^;(~^ zm_X=i1z8Q}_Vg0dKz;N=T3xy?{pKiEzx%UaElJ#u{or5V*zmvHA1KDxjOtFM&fk}} z>}u1(SFhClF4KB@qYRk0z5OH5*;fR>a=iP;JKxoO-|xbz*Z2Q0&wE8DBq8DXk9phP z{o{Q1zbpwGdHy4*FVBCxd!p|?tLF#x_x@^pP^cn!XCfF!)s%J@oAi`~J6Ce5DoKG! z^&;AC4qvRDQ}nE_9Rq}wIiXc^-EupuEIlZ%Y>C{@aRdZ#y|N>h(;bj0n!?9iNVi3v zGMbu0WJfrNxy3^k0W&>8e-IK!yb^itCeIpYYNf(*Ss7+NJ!G)6?MX}PoSrG{?q({A zwUiwjJ>8tS;rO`)yWW)j>KV%1qd*HutLNb&ZY^DyDy53>rL;)ZnuHFfq|A%cTvWo} zTsUh@xwkNG1wn`uDV48s<5+4|m}2mt*%*hWvE-tPmmF@+$-wDqEsmRnfF+8)v0^ru z=*ZzMd(LsROLE3%kgCoKRORPt?JF16`KB8Gm4Ef&=l_q_yqO>SYaca{{4@NyW6NJ@ zWS^s%nD)%c-)2;d%7l6E=Uo&IbE>%K%qQ#rJLo=KLEL!1)~Ntc9hW-sX2~5(F^se)>)=t+acaof%cw zao!K40LJIWD3*3?ylTnPRbT1gaIj~ZufX_!-89xtg{r}%^FO)WI~c_f6QKA_h- z@&C75mD}^93fxP)96W6FltqV^-Gu723*qZAH3}Dy%U(s~;6K&~BVID*5ztCqtSw$+Mes6{q=a+tb>q&- zkhl=W_ zM~+e5dZDF!5sBTZ!KsuNO~G5Jd>wp6FrQeQ^RodYjnY{COt4;Ac3d>nn&TaMto@B^ zattmJ@-^;24Ooej&b6~_nb~KtONDI7_i@h=7>wWA&8r>6K@0zCCzt(SMASv>Q6voU zQ*+J?CTArxqsJw0*khHbYik2_+j-2oN#uWpXkoRVs`Hl7MjDKm3Ui$fwix8c-gh76 zOdB@_m@Zx6GhqcmbCO|ktvR;5L~=QP)xM8aOU6$L;Q3ldAvfbi*EWQ5w25>kl&oJ! z;I>Qb*!uk=%otbdjjGT@mECv;49PLHI*<*(|0xahU;Kxk{ipv_4E+D=+yC^lFMRF8 zFMY{B!^XF4{m@4>)Bikw=EQ0)*$l=y(pNJp;hx^_)fip6GbTWCiMGgdEiI9jJ&NS6 z@5?5?XC76WvLz|@5(n2u#kXZ1dS~8#)MYd0N|;>|;}Yo`L)5JAiNTbpKly!OWviMQ0Gb9s(n1Rm0J1?O5n zN$%=-C2^OOqxLI$J&m2SBOj>!fWmjJ*~(J0wvIC#%!`vn9oxm-dx;ktQx)fK%-vS7 ziSo*gC{}l!veeY^1EdwIW8CYJtmPg<3sM7ca95GFnu9NihJHNdB%88+8nw{XREUko zP!81seq93AOQy*Z{?ubHhV`|F(-=Hd8;`h{&Lpq$EEQB{ffh)VdZ#im&M#R`$vYa@ z!P|J5BuHtGSq#_e(3x}QD0Wh&=%Ur**1PMWlN@Nboc4_8bdm{^<>*Cs95zBCPe{@E z#t{6IU#MBtYwpC4ef}@)4*P%mgO|;k5JJ%2(U+5IoRN^6x9%yz8aZv&q;Bj|x~u`U zJ!(=*_&YAKBsWh*z=`515Jv&unTt?dO{{E2@Z}~5%KIRTV{Yt5r6J5!uz`xFoG4as zE!MfWdA7hBz#mVDEhZ|ADvs0mgxcSD)B5h5>s1vk`Wo7$M)!SmIiVoRX;Mx)!~(f= zR`*B2%`8BpM3m?~uDDWZ>XRjE%`aTr*m92>NI2@$Igm>>>bky030^v9K^1#|tvt{ora?aQj#}!P*EK{<^aBh8}20#pTV3vacphhCow@^@;)H+V} z<*C+F5BiSWqTmSz(RWfSmtJy6)78I+Zo^&Z4Cir390`(zr|*`^*FX8%H$M5tzwzN; z{r0E7oNeUuKl~SWk>69wS*<#N^AgHf)38*eUDQP|mM0a#{_xRsHiy2CDd>9)tpkf^Ou;-zLG-Fejj!zU-$s00>Mjairc5NqvO?Fq;=?napl z%}=FbgE~I7SBs@1Db=wSrg80o=3H^7XT+F|aSI0&ly+R$)o333EQIeU&-bH1c$SHI zw>>=M9p`;EMESp|yVq^owyMhW@3J0XlySd&w1kG4MGuk~hG{%a7%3qLh=d3#Xn1uz05xzI&t7w{%UpAg(R=Hy)%vfX+e2>??B+1kcWL|0$Prdv~yWmd;>F3><3v1I(0#F9H8v>&W zp5=Vb1*h{|oCPaH484$s<-r*pvrMGVo)*ESvBFhmxh(2|1vg4&B}*|!Ps1cEpYiM> zHqqEQ-3-wjduSDCmUP1Qxn&k`pyTP}3@w6T>sdoBJ|DT{m({yW$YK-GhNAOCDRx*)H3D z9t{_4PQK{aFHuAD)ddga-DU1!J8`fc-4AV93~CnJZmT)fxh10~0X=&S#!h)}Y`{E) z^$^u+Te695&K`Qy*2N$DUXb7n{ItjHVYzVISrIulkl2z|%Ds4WH{mGS8B;mZRtt`)o_3JT!9lMVa0^kQ z(}L|kD;+pFK?xImhsqqf9M0urNHu$=N~IOiiRf2WYVxFwM@W6$SnyP7i)FXr4= zNv)kNinU>`zyxDw(?)&ETm(*kfoTFdz#!rde+d?KSP??pT*D7%3 znglOr0bc7nCuf1?p#4_jy+kxsjjOr5$E|4 zY4dpJUkb6HXj87%q8X<&cIUa7e?P?p91h?Zh+^-k$t{(XVG>c+>1bDweCMt|JJ$qc z@0PRbgPbB|&h)d+p73+Ey%fyMOs%c2`7FoDGXSNt2Q|VitReSE$SF);yIQ9-_O4?n zW55MKooJnQ0$6+V0)XfsZ{;h@)j?(>m}SioDi6VbKoYCs`trm`Ax(oF=;|Rx0q@dZ z9bG^^*El8w;Gu^_jn|%#<~=x-Y@!HNIKBzesa6G^j(14RM5$%YU0Yt;%eGQNU=0B$ zj%~bS8Id{LdU>YyE_tA#Yg^2XR?ccJ5jKw6Z02;udJ^)!TH(pvOD-+Of%$#Y@z$XtyF)(Q& zQqoT-m4171t;wgVbg0dCxk4jrd&sN+`e#F`s!>07|c`tIdmCArJa4Fx^d z9ZjM{qr7+NY0jfK9debfeAX^PRlH{!i*vntXOeuJH3~~l089u7v($lfE*SwcMB6>K zn>%7oz+jHXbvkd0y(9ec(qvQUaG53vYwl_zhi<|`sQN6CuI2ctw%$6OL+;(h(@l!W zY>!N|tLCYub(sQWfUG8~>mxk$(9XIvCZ^so28P1SQ5beS+)hZJp2OKCigRMsX2K`N zyr=3kE3&5~@>G-UiV~DXQ4cxAotEATA}oxt2)uN*j&w6rV=c?UH=ClxkyC)q#W*gp zEL&+c7j;6Q=o*mSRIOqX`{LEw%h5pLA-|lzf3Lf)9WyoTw$Kzkvg+vQxGoNPWx$Ia z5^aM&zLYNlQWz<Z-wmdc@q{IPs{57_oLvbCvB-L}m!P4QyFYxBE?;g~7zsiCIiNPi_S_ z@jO(`K6zuEcTpenS!!N1guLUqX08}}_gN0kP{f`i!5O+dW5Mo9Wcs_`c>S$Ed-d@@ zv@HGVTj@*}239GkJS$6=bQli_RG4Bt%hhyt){-+o>2MjxWA1L(?^IwYIhR*N7TQ{S zT@?ot?jV-C=;?scc%(x_!6jzAbmsXzk}6eK#j0^N(TX#(WXUo9MK%Y}t1|}wzeJ%K z3_25>T7kxdBU|fIAqX6blyU9B+BA6WSzGhKdTUUep^p%)P`#h3{TCDr&hk;q*Qy@x ztfgYgQ2y$IA46?dxiH$+bCICz0=G)%=H*1`IFnxgR9v}s_B?jX;bK^=iB@K>t^ed5 z($zR4GrtPRyHxnH1B|z&N;)onPL5} z{?49P4bILQ81r?e$CmSX#Y!aeTy|){mnG=e$`DMgbC%u=LZf*+5o=j@8VTw|`lY_8c4 z$BV=2mJIqEgo8-ao&zxEqjq}!!6#pR@xQ!THP^2`6>ts27O;j~5% zJ*x6&PEp;q9aGf7-I-SadH34heAWzGO}Xd_TmsGR%BB!-d&9SvZ}z_Nkw?F3XlbSf^#t zPoUzVb-UfUT3Q3#R1RoZ|jca zC5+jbS9-p!FifiKjUwFp(HJyh4J5D&40t;U=S_yUD&N!{6f7g{OC7D+PDEtbPRDXZ z%ke1TVUCY?sjb<}#LP)@YI&FDARXvPvFxhqV@X3K(hM(s!HUBx7JIRJcY7dSda9YZ zrhv3EXvq2gLzfSpfY|{X_5={9gpFtk+@aTVOiBniUZENvwqhhF`->=JD1bKpi>>Mm zh%XOOeIH6ERcxipIIw9-Z1auUwM3ha1u@YNLjYzx6z1(iH$p8LVmioP6K{YjwxIS1S@Ra%*b?-bkm0QA-Uq9*t87@S9sKymunbvmpB zHLcdKR1Jp&*mpH(9oBE*UfopQuE|yqbM{RAHiwAaN<-PByx_<;gVpn%94BDZ<*gE_ zGwrO%CB+aKcvf`p*lsg^N?xhTT3Zsh(Y8s^Cv>U+!U%jfxtx5mGBztUn{|Q!3%h6 z&S>(A2(y-ceAAWM#Q$KAY<8j>NzX>YD7_@unV_eebZ{2UZ7IlGn-^?Ki7L2lE8}X4n^(rouUxDm7WsqHZllZ1LMzD? zJ0jK-cab|Ik~vA5yLQ7RxUV&87XV+k2S)?OW>?276JO`yV0rC!8AqUxOb21=sWemO($ zay^c^E2Ov*Z|fm#%Kgk_b!QbpwOq^!ILI*!xQO+-R0 zBgO4!Ohf%k#go2!su@7nc9ksB(~hloIfVk{STT&9ip8FZ5Ea4oQJ1cHnAA+H(ad%) z4&)i<0r%lCIC=GnkN@bmzVZ5d-|B{f|M;^u6#TFK+4NO3+onMzMjt-5mzC$)Ij|SX z<^g-misW=w!6^~d(sQF>^$_|sZ~vBaZ61>4xMk&9I**cEMhb2+$qHj6*xlq**)Qez zsd`T|6$y#hmVTpQ6$VD?r{}I}uRK+QRD}m~BZy^7$yf&lMs*VSR=-!2nIp3*pU7!0 zU4moArGLF{NfyhEz}Q2!!wE91w9DwI&?5P^k(WRd)tbcZVGKROAMaBqBFm+| z44dW>p$gDO0#Uw?#fnv}Q9wDzfOS1Zw$x6Ch6kgZggT*)0^{Ob2Y<<3C&z2YFA%9# zb98{4fX8H^)d}G$Kdv^)a`ij$NOD5^!lfv%v+1~P`pUSols-h(Oj|k3m-|39McRbG zv(>39-)T$AXL-vv(l2&mJ8@@>8p@LYw!`Pv0o84d*M~b3#Bkk^V>0Cvhp~92VSmHv zphq1q!|&%W{`vb~{p{hRHkdG+oeJb&X)>vnnP=l=b_$;JGq_s0hInXkV3))$_C z|1a_jzm?}!ONi3jQFJL+-%JvA2EDYmOQNr@*B)GF+s_LC8}%{w71BTlPEjXbCeI*n z)%p!4)@Gy=RqL`zpziOG+>)nz<-Br2?stlKHXleaNcpC1EfsrN+b)6=7ek^W za$zm8IVhVG2$HMFdg7omX!vH#qE+11l#A{ET55KGz+A0~lqz|h5Hjg?XQZIr5vH{& zuY#GqhRBl|@UkcjOZQ8uR!%-YqwT67w<~~Iyr206eHqRP)b7#a><&exG^-bfyQNae zL^0e8RM>>}en{>unGio*W{rg9JsDB&drlBoE7b~jz;FTgjKEofsW~xCd(`bmx#e@x znwk8UVe4p3+#~quGxGD=?xx~`;JYljN*1VY&c8jV(`wF3SKEU+=?rJWvLkQMSzsNL z^EESfB-|_yELvE)#1>2WA9BhuBn$|xdQqBtXC{YqLpA(6r6FHY&((g8p*{y-Pe7VJ z;Ud_=Db`AGBsGida+?R?=bE*WM$c8Kf%JQpM#N7D|S-ZD?dPI(x@odp$ z=7KZiqpvtE;3X2$#&v_(%eKmKnUj7D)}fu9QQvIJ>n`1xm~%Fzws$hzVSn8;YKma|TFs&#v2-Tq5?QoDuq(z#0)O6x z%&n`Ja^?(p7EtPqwdwVD-|cJDzxyeYVAxL5^9Fw}kn}?BlfVWFfh|HXAVi&85+ zaq7Z!yss*BH|QdY*5MF0S_&L3bOQ-pv+Q<9M#C5CCarq;)wu6?!rb~j`e;nT3E<_~ z1HWhPBnUlN_qvA(rHMHS%XVwTdC=>G}q<>MD^z(^*UKvzMEYRD`AQJjohN?P)mx|qV35J zrdMdo?T6F~&~A?%Ai15Cwt~Hgs!33RAnHD|Lmor#8a$T{XoMnK8Sb#2a%G-DS~Chy zThHBasp(o9;+32=86sF05@4>bK=CXpf3XKCF8D{I!|1i|C2IhjnYR70yR@30kMnoFB;6=!?eF~jFTTw+*WMImXy6O`(lt0&K(7`z zX6~mlIO_=_#P!$Ql19mHC7X)4e~vXngne8qas!IFRiV*m&IJ&JP$_n?iG$+hrLhD+C$2+H#O2bOX$T2Ve!F=|%cURiSSjy6qr zx1W@$M_ueLYjg)d!cLqx_25h@NchXSu8o-0?W(VvW3m{rL8Xs$4~p`CvcL+1$pwma zs9~DW^^#wJf{4mhsCNk^5iVHt5O8%K(yar`9%RYaGE9qLAC?$j&S+>zd~I>Pi z8SB9sm!4HPG6e{?(b-unQLMLW(s-u-(uqz!?2-|b=Ap~PdQ9|d?G6#OAIbc1p6TZy zY|ys9>X_UU@yte?e&({ANh>4SC6BusRadBvDfx}Av)gUS5GLF?>Q-ICZ36RV>7P3- zYK!ELI-!a_c61d?vN+EkJHiAKX_}s2KI_D$UCd$KROP*~g2n8&85}=lEYE|m+c~Ej zIuivdXXo4*yy7O3)hB{w?dB|JIobnu+`Q1>m%QYP#kB&kk|}Ih;z^W00qRz~h#j5$ z(fzZv@3zZc9*8H44Bl3hg$`smdS0OJ&C&Loa`~Nl4rdjV zSHhHmG^HsOqn!;~L*v?d*t-(0UBYAgR!2GWf$~5h>DyX)U4Cuz5)(zCOl9Pe;&M!x zldd&n3?|8>mw&K4G>P|ieyGKL4qAct_2`3Wzhzpmx#F}nW`>y3?7{4p8?fgkk*BnU zcD$i_BmndWXMM$-Gu(Q15LWy(Z~Qo7I81rdzjlbL*OqQuUo#-g%#!GYi6hkXb-SDM zEeztzi8SI8Tz-s2r=`? z&%ggCfBJySyz>h`l>(FeI0~`0r&#jxTgh!Vs5_mr?t!=@RPBv+hji3RC~s3(gC)ur zO2S|0>|X%HfPdIjCwF4?W`NqDPMj~wI8P$S6|l#dQuN{_zVKG@EjM6C9Fe zuvZFFR<_GgV%bUJnsRFE5z}LEbnz7odvA+qoFfLh;49%|V%v(kb7{9`jr^VG-SX4T z7hXw8h!r(1iU_?XkJR1+36sLd9z^|YAhAtl}OKXo!aZXisXB&+E9j)Nv zy~(CC`mN6~tno@g5xm8XGl#{T+1Ln{8A6oqQ$B0o(_7nf7TfMp7Jp4$Hk6_3iiZ+v zcR#xY3Cbq@CqnJ++qd?W;AdM(^=-Y4dP)px$1HD4_RHD*)BOW950`~?k!4v`8=W7e zpVYOwkYJ13_87xxSA;Dw6D^_Bl|XCG2shFpnAU2sSRyfc_~@$)IYKz%Fxm>UEXUSq zfbU$@`Bc*Cb~@V8Tf05Mu_mB6eAfQmC)4GltqTPg$`2G0YJmuTw^kfGh}GjrzRbN! zJpb8W{^&1$*jr7%@Ky>FN51g|%D7JZ8y{`+_{K*ei##BWilLW}rt^*OGMkCNe6(+G zeqFn@Up^8z_r^!t_Qu!29KL+Ce&D%iW4(NIJpL(=%JTysUEnK0unZL}>*(oVFeg#@ z23>4#{-&^Ilay4r`=by<(m^FE@Z8p*NH-s>8k%muY1uo`3;W1W^RYM+t^^#k(@S?9 zOI%nvdJ}G(1rNhD>KX5AKfNR!!U0LWmv_h3(^i|A+I8y8vfXj_(wsT(fK{u*?sV2J z!79;_>HNGXiE=6761vRS^l<9xGSZ50U@qz67IBahFlFmn4lV6FHw&b37244dUB>B7 zj@!NB>8~vl(s$Y3^}6|Qj1Z1e)UabmIeHG&U<+e|?s9wtqZ8a}%^C9#d#TPhHcVdB zlb7s9z>Ir}l?)YfS$KDl6ptIxLs4gmm1SLgE5s@u7Q~vNQjF8gJ7S}=z*TE_i*WHw zAL;B3WW!S|`?Dip_>=8Y3HT|0YWqSL198f^-ik_k&MP4wM<=~&HR__a#c?aU4MYz; z<(ZtBp24etT{3XlZv8HTpdCRcws)}&RS#>9La>YdG#kt>Lq5#6p9O9+ycp3xrira) zfBn5rwX*&755DsJO#;bx{*Pb&X;d2j%s)#6y>5BV#-b+Ldt@$g6eTj+hww7ac1Xg@AT&A$sX9jM&4%(U;h85V4Tt6F5Oya3lvCf(fMenM4m$kuI`3>foHenW;8AzT#2OuAsZ&~%fga%`yMF99vB81MegjdoC{t`*n! z7y2vu6-iP#!?$>wgetVFrI-6`1GOWbwN>oYn3RZw!8L%CrWWC_-z%?!86OkO=F%Lh z5AWVxU~RXw#=qw${RJa*ml0K_NYEp?eQ@~x(8?gGKhY+2W&T&-OFOgS+71r5%vj6WY=Bb?v7%VXSXuM5oY9Ze1VQpcu@q;o;iL$a(@!==34lo<|2Y zT-yynsX|)1TMdr+*vtBYjIt+nZ(Vw7hUZ1hc?~_3Lqr|@B-ush44I)|7Pckts>U!l zMlN$yp>yh!allzxVS}AI=I%*wkd%2$JyNR`DO-e~K)bcpOL<$O_nx-n&FRnkzx_#< z?l1qJKk=n2iy<*&LL$3*WtDx#;>JZ(22}fMl5Wf+>arlhz+HtVnXB6+-&aF~rlKQf z+WT&&Hb=c1<$LrcdsK=&p%H*hW5AYP{1;}gk&46CU4e0COF^3Np<3GK)#h^p51L#wnxn>RN%J!uEpoUMTMf4Dc0w%!Kb!gM2EE%sZtzS?eursRydat zdx1I~wQe-atCTauYGq9;(E#Lbm+}_Xw;1oD5?DeGwh!~Q0`4m0WM;Lcqo>`ph0)ZT zo6r!?#gza$PpsXe)dXOzII-Gu0>6VjPorF+itEz7R4B(*hPHn7bQU9nX$(qgyKZh- zD>0~2k4MI#gqbyH9kcfu8W^O`(8{e&tho$jjG-|A=G46#YQ!_l{j{6k9ILLC@>xy)}5Z1AKd}=YYN~Opab} zEx4`b%1CNSZnji1Slh;0WpDf$eSY3+z!ho)A0(W0_+Jv#oRU?8u=zHKh2h8+%Qr-ED+C6q1*@SAS?MLU(&g zdo^DYMvsS)5pX9AV@_*k4Z>dQ&62<4RMIYmf-wg9QM}JIF>~XKv#R{tsU(+l;>;bV z5l>Ox(j}x+a8kO5v~9U?-R`!Qs@Dk@_}JS+cGkQ#SRG@8$ZZ?n`ptT&2t}K&J>?fa zhSN`CWT{qlW)c0{uidlf7k*H{RVSsrC^M5NF-_I>RL`X(s<8qyK%bBOf*WHbkZwO@ z=?<#P6Fr%m=e=v6^-pzs%v?+Svs;t2Mq6Q;0wJUDDG}jrtfvHn9Lb>6!Y`e>kRvaJ z(71{M1$|QrBpkFH4b-HN9!VXkAt#W~$dQ4yQ^!c)n09I@@Yh}s&Gs{5mO;b6uOV3F z1bPE~S#9)6b_LFG*5DgUUkQDMnzD5XoC9Jjq?6)O*C>*62%|E`Y7N<(iFi8>(74MP5;hY$)f+Y{y;_1Z0>rN1zc?x#o?gi1T)uhc$dn@W{EP^p%E*{E;8n@ zcV3534Z&U+b#$%L6~6YG#EFjPX7Owt%fB|a{(W5Dhylpmp#cTSBB7MO`!P% zU45zUi*~-(Bx02n+4mQr05lDWYpF}`h?j*W{|MXhzBc}Uhl>A1zUn(4`nRTLgB+>g zJ4~D&Di*feD7$Bn(Hz)SC3vdF;s;`oZbZ^F5U(*z2a6%$i+lT5Xs! zbdqzZtENQ#P>{D4%5a6(r8@I& z)RS0M051QHRCc-F-XsNn=J^}n$hG%VePoAoHqk79FwBP+(mj$&%WB zUEZI12o8K2bHH1>a#u_S^C?hrT@0cjc$dg#+flT3bZ3Gjv|l|GXxY=PrkK}M$rWkq zbZRwe7_UCfZ-rQdDRUW26108saSwVdB?)Oe_mwOhp7MMvnX`1V6hmj_TtgyS3!}fT z<2}>`wHYr{cil5pw8c^Nt#6at>7dYDEXQZpN$@jVX5b3nO2Am*mklU~@MrIf<46DP zkDfpMm0TQeC3*Zw7oBzvrWl&S zd?S&_nnZBcC!-EJ)Ar`S!!Dp<)z3HOhXsEsmy)*1jB447Uis>HrHeF-nuqO#<61qA ziAVQcoIyhmbG)o|pF-@F{HPwGEmxfyC!M9TXSI`=Jh#2`96J|;!X5JeI=U3!x_43( z?q?Np%Gh!&Kfp{=FnpBRh{weSWV!VtO>C>p(hl&Ngj}^}XDMB|SWe0B?WA4pX3EYf zcKoUA086QFyo|&mBWyH)lWiBtE^W}r- zjfs8K-QzvKd-;dj|L?!Qe6>c~%irI4e0j;POk4c^`#HZz3fAq7@A>jM(?dj1SM1Ao zdMsSO`&X~N{Fzr@`|R^aKjEGDmH+fF^-hoz(?D@l+*x?3eZeF2{feNmvw_uI`Y6Au zDH*e?B#*7I=B=LG!{L-^QLM9MswXOLc%tx-r!oB|8_GN`y}ue(HG?Q)%r z2l82wXPi-CR^wX1-;U6+Tf4XNymn7RM%2}N*|R`Cfd;ykmAs{ZYIph=t6s;8@DIWQ zfyE!4e`cFGB?rOUcKLOZ`w~o4V?7_uM}8rls;m+x3;0~2Bc(H?OVW&(;P(}aH9I<%$xHq|7u$VMJ8w2jo8-i zYnV>3d zg?=)}Cu%DW_;C)h z(y4qWA%ku4<6;q%rPc4h%JW#!eEZF`GCHCQmK8-Sd_y4|k}X%wW3nRA+yLPnLCi;Y zCKHQ*_bDpL^!9zP_VyKae;ve1`tI$057=je&w3{a4#o_V;cX5jt zrv2NqNUgL9RoCkiUyc{hK>O{r%BQTt-*>kIqQ2Hx@6jBeSu>&uJS*VAS z9sX3^>sIRTvEOwQu zD?x#fN>7BRb*%2ErX~>gk?g7R>J*worVuk~DWB&Akm59T@D%$ez>>>(s*tiRxc!sn zfE)C2bg2dE)i?gjtIvJS>hx>B`m?M65_JYYIADS0l3+|()*R>M+pm3zUor>AEGj`H z9Qqm`j_aqI-J%`Lo!TyTbO1ox87^a;fwj0QVw67NA48Ac0IVanK2krF8#{t{)Imud zeU05?0?i)W9^aA&U33_0Xuhx0WXg5!Z3R{kOO7gB9X?=+8_dsql^Bj-vvcE3)M$+0WCe_H(U)a^J;5=lKrOeWOoDV>(li?@f}|~YqqM+Q z7*YK+^p6<+-@#gblMl9d%T{r)94` z@$uK+`<8q2*WYTiJ{i93N8Fqp|AN*|p{KaH3e-wqHzlZiS2~vVcO>Fvi`3h$3IHeq zM1xzRJmqb}NgsN^X+BGUJXUroV0JI3_e8)jHfuD3cM#Xx#K6>BX7*%7;G5qqSF#(i9C#+no-Im9D00&yYOv zkdV|VQLNT0+&d9R6@?e@*H)&)DxObyG69p5s@0oKn9i)J)pm7v!xgH%^v}-4gMHmo0Hg$P!RFf^ zn&Rz**w!Na{JO@2gz&xQy|a4tk7n}0xpW(udrD)I+fy6l!m;oCb)7&nAb`*M@{pdZrH9Jps9)Wh9Q1`UwHR)ZX>Ba62xbgUW8u>|QD*LfWd zR|#{1)CVS_eEW79#uxJ&nt^5gRb<0=rS5%ml>h2a{^Cb}@xy+y`Hi=#9i}U-d-^<6 zr?NhqIXXXqw056^K7Lp;d!4?(!S(3Y>PB}BXS?ka+sEKj%8!lFnXG;~t0oq-fn(jS z*ql)E(8-uYVsVo&+u}Rg48{ax*4Sp>GkrNj87rUviQEcI%`j1$=bY$ofD;F;!Zs3V z#GHtuYki!1+k%Fo8I4UA zeX|$r6$uE1rVJhlkm8c9S3c@YZRvz@LTixED!{weZnz%cMM6Lw$3ETxL1TqV#QRw6 zNM!wX!x;w*dmZSU_5%flJ+6bMU_C7v7vEY3AOKL$x)pE3+_gEIghlIxGNn2|&g?LX zR4PSJPg9q60CBpEpXmQH01=8}v3$2mXcuudT*XDVbSXBXNh+$tA>e_ykSbuT(t>aM zGVM5r4zGpgVQC3=YwtR{(ToIuY8omC;s~~TBdce1BxVZNxj^4T^Js0bL|csiiR6jv2BrTGZ(;u;4za? zbMw|UaZRNj3Gp{^6cK#1pDFRAUROz2T*X`LLwDnA+Y<&7CQw}xS`@MPF5QPHm!TcG z+ev-CGu!6OcBOY6J$#59aAh7EBlYU8*Zs=4SnOwg`$Ol!9C1%>a%uy%dR9kzfW7PW zP>*c*x*$clzkt1%SXt3-l-c2QjSXJOU=^(u)N+cOr!s*ZCUH9r)z~2uhzs}|%<^^Y zmP+7YOXEIua<@5F)J{{O>DR1{W*yK2bvQ@nIy5(;F3e)W_10d#*%_!Z0eEvyv{KZ_ zo;74*+1BW7N+xPaz1%T+hx5_RPrF>9eT!uF>{&xRHd1!TDTfbZj zIFOCot21Gfrz#}cR7i>W{m^UOw!u*l(ftqofU`=^+LL2n zfPCV%QzN7m zC=q22VqKS!#J) zTt_5oyd>Fa-Fhbuxgw(~+u3OkY2)MyzgH&nuW!8j>T92^(&0 zXXeq)jC(&kQsJM{Y4$D~w1-dRkS3~yvD}Ox95Zm4s+mGVNxFUpJy|*%0qPtK6eG(NnYpJ(zELL0rl!>9?X56 z?{y}cr4`R@tL#Ad6G}t(F?y@28eO7`&7swI*;1Dv+uIc=cC1Q73rg~-!ec2nSa`|m zo}?<=yN@D8a?0M>NGiQ{nB@fml*%$fpo}BXUaz^7#%AELKo592c_@vCDJk1E&q&U? z^T`O%a&{0g)%P4yb#)MF0k8NQoDqMk3j-=@X5Bu^7Mhhsw^tKm#4CR3Y<}+R&!79xrY~RlP6wtLi!6XQ5CQ~Y0$e9)sSlQA0ePRb7Kq7C`;pv6QL+*|&s{oQEJr%QubbyJPx34YFj3_kj4nnRC zEg<4kVU49`adhxo(6hIDKRQ!lktF3Ek#%OPpcB|ostsp){~<21RefAwb4I(i0PqPp z`($)6h800deyQNHsew~VBwXo})9zzMJ{47baz006V>y$^pgzb2}=8I`QJoPCem$HZ`9T>${hu$vb+6q~g~v;kXNRMXFO))M@B& z%vmEcF0YNe88bEcnoFs2RkV&Q%;METuzkX`i?ly`oP={iB@$0-_Y$@%%uSx#yW}`R z@o1n1uFwK}ofIa<6ielG|F8a0Er0#{uRi}5&tLznJK-1JN~GKFiFRlJGexi5YZQ&l zB4pr_Z;}xQgRGY@c<|IFju&kc+11ob&*noDP?!wS&XjCAitUl>5xdS#U4 zsn*GTk0=K-W4gMtYSs*g$zmPow@dOpwBy@9_qY;c0ssNX-9F=@@ocBLb~fF*h2p^J zP+!7p*7OSE^o;tq@JVsG(h(HP@lw(Y@^~;RR(u1R~8#!zYid2p{kiIQG?sS|taMEQou>j;wTyj?nDJ z^F1^KdZbp#d9EHx&YI<=+Ql26-=1LQYbuV0_LmZA4raG9x*#bfX6aClX`wj4CBeul zIHklm=eT7V+z%ALr*uMmBB-jo%$k$WoGDrYZR4*HMk;~y^3tiz2GMG2rvlTut(uQ- zE=?c%YTw0w@vZdVf&(G?`RKM9AA=$}Uel&u6_K~PMMqJ0R;;T6RrJ&o65J}EtXIjg zXxD8k0k(3P3Q}0hrnPlpqr#FHJYC|Nd`ovql|J^O3P!^sCD) z)-!=tK`ME(>`aJZ!5?##mJ;epGtebQ74jrPx;)QOQ$U#K|BkT!j@YT08v1%J#) z*=JvZvocj23YaGAe07WfRjZNtp~GWE4z#Eg8tv|*WSjy-?b41@Km!%&(D|!C<*?>7 zN?Q#S^%i**D*3y|fs5_iaWn#}%lB%(^&$E&8*X(Au(kEf1qT-;%eX(XRp};G+qI2F z9K?bQadr-b$nsS>wOM{i)W%Gepev`+kikS-ZRuaTP({`!UI9UWJt=vG+HmJBe{xaT zbO7`Btui)fB@XSEl*yIJCE-0e*muv@uf~z>d2Uthv9EFr>8|RLdT6o9=?vmx)@L1l z9KroIb_@@Cg7o5<0A#O}OD64YPfXEJ-cHcXg_EVdCD7eZaZc#?dbQ-r*R{29Eu1k^ z^n9u!pF=f|J@4M!)f;6fdiaHBdsu|gy`59ntR))4zZ=$I11m7_Sz6xXrg z!*D+VGfCeeG4lN(;n@c_^KgHkc}@ns?ePA^QtLs}C=2Qd1Vp2e-roIXy3x6p(5*e4 z?xo`_B^D71RJSs6oh|vpe8IVz)eFTZKCA9=dfGAt5~Nkf3r!wSMts})l67epL?)lZWeD$~oq{*z7RGut zDQM)GkrPXF^aU-=v_rU6_Q53(?JZi48n5Y8WBi!UuZ2?1i0jd*67taj0m$yS;c2$2+`%m$-LlA9CT+frx0=N=6HFS3cf?2!1 zHUX8LP;+$p z;fY>jjTwiBR*l(}I>NUqTa;2GX>l0jeuc(S0FeP4dC{%k&r)Y$CVBP4CCnLG`fl~A(6J;xwrxZtjae2qt>MfD5LL4Vh6$1uYCohSQ3`E$ zvy3G_5^3zWJH>{jD=&Okb4MjUmG=b#Vabwbftac(KmsQwR3EbU!OTqYKU_*FdF6I0 zAc2Cf0widxmNEtx~E4*j%PTW#iyue+lJr91Y&c8(~s9T>g<3G>o^jcjFoCJh{V zCMVVSZb%S*dVZoGNCK`KP-o}K+NKyxzDSpCY>63f*R%;z`6*7x?WVvQMaAA~%SVVX zeEo&)l@P_T6noOtsVAuPiMzNxllM+T6R+KWH8+n_QKq=i%hiVHc5l`~%O z!K*0EI*ZM&C^n{XD+9lwtiIRAtT0}+%56xp?I7Y`(r1wwx+kr}LAnQA8tN%n$)Bj z5@qs*W<>N?`NF9)qK?oxRN`G0xSkoxIa_Tt>Sk?FMFbSS?0x)m#EZzKUi%LgmlgF~ zWAv%Jag6rjG$SwR(-P0%w7+4v77zYo?7gH5jpfZhDzs-!&e$j!zyK}v)1^4ifOqR- z7OJ|rqBPoKym!l=DbhkSIo3)D#O7BTk?AW&-8gXcg)@!TS(4OL@Mq{xJ+C}XvbHJ& z=2K0CS){b-5N8!1>Tee(h}*q<>R? zg2&pjmhZSPb*cNmla+p~=n%PXaZ?HboU8pNex_Y<=ul41xmaS+r%FGTTZOrpw-h0* zd+tZg3=^0{3U%8$uc4rjINqM(4B2_n$l2TVT-Vf`YuG!wl~|W}hg6K~tZhQw-0t|& zPDkpg7lzrZ&wU-Fst90goJ9SefOM!wzpZVA9`OJy9LHqnM|(`vpWiAE5`HhOtg=*hitFwaPwU(EgS-XpY`~Ef&;FeX zuV)$|h#q|D8xx(SwxGSPH|h!tj1y<J}hv1 zw`f~AcLstLBeWjkj&ARFt3Z4EqkS7=S9uW{<(-RI+v%jQw{|1Rs-*GQqpf?Zm-bGD(!m2vwgkhHxJ`hHJE*yKe?i(>BIzHOE$`LxUH)hm>? zx13wMS>fbrp58XB0L#w^YWj^j7u7zo^La?09vb1iVcevX9*hyUF8fJBz5d>B zzxvqkJ%8p8+rRwEFT7n}a7-SJ6>+;2!hrBZEv-~+*KUm+Cqu)Le737D`7ic0Au;`U zfDjVCfX3?3@hJ+X6uCmA>jX5Oy^Ceac)NG62>C|j?|MP$QBA=GjvU=zNnNwms3{Z_!cFmqq$Q5_cRgz(6f=fBAweYRAC*^K5;saXJu ziY}B7I5aG%v8QCU6_^uvi%Y(gTC3@S=$%>IV;v1`1`W+XQz>w59drNy4nZ}T7w)%)CvryjQFQ0u%L}w zbD79oYiW-ieAq$OuoUv_$#oTEkQ)2aKZ}1=Bfw91%E1)20F^T)&0O#})NY_9D`37; z;M!j2fadds@?yXaDPV_Ut_T#UxT)=Y;hn$#hd+Gvh3{LH-uckmtV%!jN96or*WAp$ zrVeD><-subpLevNe#sFE_|o-PI0%#-I{Qb>p=0C|cSAy6F#{W~maB-Ny8M44m`CV{ zRzY4R+uUV-Ax!7+otM-Z-|XFCqZ)pM#&Yg==8+C}G!$?YU;^L!#oX5X5#Bjdt6YMs zC5c`AJbP?%M)}SxgQU_Tpn_C$O$>WCJ#JSfC~ZG=j!)r4pFudO&jq>RArJxw?2O|o zPE|*44X*g;(wMBHdpwofc6UQ{=|-(HzLrvG5NT4vXlYdUc z+pQXlCJ|uITa$9lk2b;ZRK=cm_{8+$knZy1&8nyaOk`CL(Q=l%^tfrrPI;tBL+2we zj%DZ=w5jVoCPwl!?X#)Zdbh;!k^G*q6D`i1N2UPYYgSFdl;<_99cdx=bqxsK?4>LP z{38>spU}6`rpB^1M+091FF0-+#>CjxhupaJY*X#RDT)i(FlKGLB>(n{Nx{qqLMMYigZ9*{T<1q}twXR8Lkg+b1#(~#F zH76Lb(=*`|Oc!S8={`LdRzwPd1HSc6yDnb4?$=g9l2w7P5QIBk!*>Z0=QhZf=Vy-7@mZ$x3zP2{e`_Vdg z5OpY-Z0p+06{U3gsxhgeGH#x7pb~9pw$46P`3}1ZXXJJmj~+IOw-V)}@q6hBOj~v2 zh^w+kFD&%nvE;Zlb5P=l&vub5-D0(-2Npa+MGgy63H&O-sg;{G2D4%J7)nS5LK`tb zQcOFqCeys#{NU)a>4^+-ETB{kx*7X%6_R(@u_2HbBMB4KS`DUUfJy5dDQ^pg9it4v zF)e8ct{JYN;EhA8^~8L)L`8Lm$B>1N21PT_n|M`gl$zVUHIc7e{UHZIt*5!XHhN|& zz=)jkYBV~Bi7BTr;x5f4XjmRAty`*hN!avBVHLgw387I0`d9c&{kZM|jmz_%PVQ&Q zC<$akS=l%kMgWBNS`Gy=oD(1x4Kmqg!Gr}uYf&Y^I@g=oZ4^>x_lu(|?8%JQ?ks7Y zwP1HdnlBfuhbyr^O;(!0GSD*Od`(OR*EKF~8 zFxj$D7KvAqHbGy)|71yzSC9OID5#9PgMzka;<0Zi)`IVx^|o(@D167h_K-edJky=b zM=!Vac)jHH-JjOpskWcZeY{54HT6%sbow4Kc^oo5+bfs{g?`FwDO zkh1h|Fd`-NpTn(yBa}~DVFZplW%1x=?Jw?F^1u4vNTX%#q|`m0i~4~56-Fx`6anHv za&^+(r#mYVdhdR<=ghC>`KG}NP1#=Ht8Eon?$6Zs0UE2ftR39At?%4K9mo59N{m&| zu&ExVi~yJZw$1zk{k4Jfga_^KqSh71Oi#649TFeOl{@X%E%0=;Lx;-~T4@&xha6ONK1Y^66+nwv=6j{4@d@ z6o8_KkfQ)BG60_4Scf}&$g10F`&l7iaKaq)3Zb?I?KO?X+9=h~lsG=U)>c8KHz?|b z8b_M_Jv6~`&;_>1SCk`rLo3)0CvmN$r&#$N{IGIRI?K0zCR&$gM34F@4vvf1Z`4_z zuR2h>Le97+j;k{c<0dy4Hj^saJywK*e`e~axqI7^a9fD~y6^>inQr3HVqW`M*=qxx zK8#%%EjEjv6%DGU`iMcJ0kmJJ+Gz#~?Zz+|S_%W3?ix|QzE2;>7TrZ8`mo;{1XERe zOBj?(A{&lm%sj<7L+N_C$*{I-^utO3rYl3K+#B zKr7OoRWVw0{N@Ul9Uj*R^u-MEa34Vw6{lCk z%>I*HIreEEtB_Be!=R}No!@kfCTXkRx!tq(|1syfB56g!LT>fX+EpKf?59F(sA!+W zhyx4b|8(1(Et*oA38$w*`+d)N+C%!wJD-u7En;T~%;v)|kIkJwMu3@Fj)~a{$E}3JwztHb%&4wzAGxOv?)YPYf)}<%&Sjz zP<8$ToLT3RgmJRsGw}V@<+Nmc=9z|b{gg9H4EETvS2+${;3iLG*k>`cmZie;mrMkgGSWB_6tMQg2Umv50f3>d2PUR9CzPvfwt8HrH~>cs3>0}=HptcntYV|HmuK`Tssx6zA9yvtaf1Rn9#!S9F}IZ$MsMkIhCARBh;+!r!E!=NxY6g9rt(Zc^;8L+wdl0>Oe`@D?tGI@ z5+19cI~={qA3#q$vqQHL9cYS(jXJm`3LvM~Z9W47%nFl$(6(=g$LzZc)&j`LoJK>n zYvKNcrU^OCKDgwJ->y0?mFkq%@#EWn@ccXPTA6+pa-uJdXa=`a= zz#lo_u{h>&rsrPso@5Dk_BVjkeM%wNxc|PN2`$Ly7^pq|e%{gO%!`kjmrLcW=My<~ zKOkkN?V0AZ1#_?LasKY}nD#M-f9v0J%$TkvQV1J%+Csh+T!Kps-8P8*vUuFRT9H8_b{e}h}8XDYIIzeaD(>Y>;MTVbtfG-;MQ5~ z1Qr*U5FKrgTcfL0gRFY;YcZEvnFe=kv)lXJ7`>4VtrZ~!{a7Jr(Qy(UR1-k6-gH{F zE;%y+rOSW#4XmIv$;3;DpID4Qk%$E){dO6j_W|c5)tav1e3Yica ziBx}IUoJFJR_X$i@^tFiYnRjv=s*fk&d((_(IE8B{xQ#E) zm#JF=miVkpCg;w}MQAT$2;*OUFC3*LuqM#5o`kM^(gvqWq#)bY939byY8bX`$up1RttDuX$auFE{W8*8@cYt#lyhZtsAiRT;Hw@$0fm>ZZAQCXD_ z4x2knm36A#Y5^2x{rjy)D%qLi$I+c|VjNFHhJ_=e1YV|dmiqbX;J$f_`JtVYG^KkY z>K@9=qTk%>Tt~pug`ITJLdsqVuehLRkG1@>?GQ<4ze=bnmc`N*5w3I{fG!M74#=AJ z{80F=O#?zx6`pjiV+e^T);DZ)KZ#n*v@o`uzw6v7hC0eDBkq!s925`akF&_+JY>kn zjECD-l2VB{4whENTGKaBAZLHe;FjlAdXO*u-h1Eu?(?Vr{Pnj!`uwr4x`aRSRxx|P zk81yww6hjAIRTEiTY$XXb-P=;&#izn{rsxyk1Ay8sUr>vSgQ#`lJDLI8n!K3|D(rs zLe~akg?4@W*012s!L+B|^AIP}%1%t!qnmiz^1p}+KZAeC4UNn{qM{8;jg$hBKb?Ce zc-}KY=BPP%~@z3LoR7^FDx#!-Fvu(fF`#w$Z!(b-+w%eeTKKvo$(4BGw z+8VWJubmcd?i=@sGf3x|8mD*&Kmbxet-q%$LDC0pClcPWf+sBu-r`}zkX8F)yJ9(t z@TiMJuqWCkl_26C+O~3_nh-2CdI0SU`Eh~wyTRi`$>})^w>X3c*G%D9x}6a!#uiGykhp?#ZVC|E*j&8IXO*>E!bs%;=~OjvA%1D*MaG%cst(X*YgG-eHY>1gPpIv7*R9%L(+vKN^4=sTEoeHY>YSo;!`Oq`U z(;)Ci?N%C`IaT2?MgCihz9j|Kfc~!DefzOHg{O8XB{}Zp3`(ZGxpr6~>#yXE7=QCn zVjj+F#XLqsw$`uw@%!KV-RIx?t*lOO8O5Mybsvw&xb6>TeEG)*t%7~@*Nvzijd-?^ z#|O*w#=qd*Jv#K#Szj9aF33mkeq7d<585X4(z$n2K2qfjkRKl~aXd2SrWDZqgLa)f zo~ZKv<(CV_@$pey;g65j9C`1LHtXk$6YS7Te^4t-eI6g7oV>g)LXsYzY4mbEo)<02 z_IS!l5_{Nk&xf9Ab!f6t%qe7uzi?ZfAfe&hMSeX`_UAO6T& z$w&S-{G)08nJ@q7_kQd3$Nwn5@PBxlUw8@Jsnuk}PDS>G`bZ+xHN+YFR0>w@aw&`5 zZm)-VB->_4c3CcVjh1!{P8MTz6XbyJ6ga~v$ml7u8hY(h$gm~)sr;}r6)OZ!=O(n$ z!5MlEY-=fvSG%*gxCoTa4u~6(P%{JBN{Px9qd8$;RM%(8aobZ2;5U{z1A?K|>Wj%t zkI3U&!Lx1O?C4nurdS*`pd3fvi)CO7kitFgvjtqW1VzF(7VFBs0?@RhOqJ)lRhDZi zP%@h8TibjRq|FRkI+rW+=rtmf-ZI=4hd#uru|f}7=@rQ58D>!_*zv?{Tx%D=8TX!R z<}9j|6oaQQ0B~#0h=OETgm#pn`JM)e#b9Mx1T2+vch9^ZD5@ROi-35XiXuzRbkQ0kh!Rh@ALZGIY293zJ$n4j>I|B)uX?nRz z1bl=S+je4!CHW*%bF7CUC=e6m=$cThLi_Vr@P=j&_c~b zO1{FtF`*j@ye%;&Q`G9#38y$04LKY}Iz4%J=7>GMG6fkr^vNtjq7((|Sf6D8pVR$% z4b_C7rB2JCF-h&QC8<0GiOfBdT#N7$d2;BNY~6ddV68KBYlL}dR%JSK?iA*Af(V*< zHUt@pPt?GCvc~0MHpo%W@@g>YY zl%u`GP|D9Kzul1kh zN_>~Lz>GV6?Ry9Ok}t$cPyQHf1z9bh1`hC2)^I^Bve%~2Rck`kF5_h>-N8OpCc=?8 z%uzSCXdxm7co{c1l#0%Ql}8s&qN(Rn(;!uF7G^ zLrPQu6a%PJM~Csbugo219c2U)b31NAI%^DkP@RYUc?r{lNPwFrDw<-(SWs; zzFn66z!P_LTaCkg&c?;4FSw#z^u_W8h19%k3-MCzS@}7p>08JYeTX&d5uUh*TP4yi zjP<~RBjihgLE77|`i=j+)_FzqmKcutA@4QBah!_mwp!PE@n|lZYEy@VVo&5XUFr)} zzYZ6=J$v=CsjGctbp99mhu?bycZxjnT4M?MVqQ(ENWUzfO`=UYv)XXzU}=PFzgQo>}y)Gh;jBA$p$nE6V%#cs%Q zFOjz_XZ$Ryq75#(#NI25qDG9tUhiNZi5~5~ry^OTbHW`=6o~3WH38R!ZOxDt~_ne>C z@c+gN?`ox(3qYuiRJlmP4K5tCrs zcYzS64qDs1U6VwzUcs-DbAt)FBvbsz{JE=@uH-Wx2MT7t#nx0o z^CV}m2teA|bPWp=cFo~X8q8h9+*TdFfm$$6fKu1KII{JSmR6VI9@}7K_tOlY`?cBY{f!v0~QUpa+PAyJ!UVGrP8oDa{PF$s> z2Oqh!IkNWjv?^B#s&EV3d@i2mmcv{+XX^L7VU)YAuJn?v6#xZLtG6$GZmEX?6^3i& zA@2!I1j1V&V2?#o6e{d{k0C-&vcePN4G%l0b^|`}-G~ zwrz-4InL!`0IzWNBrmGZ+U*{OC{p0+X|}W38rqtf*=A6(y zekLyox2lUuzMsJ-heuh*9WSrG`YnZ9M(w@=<@H{dyIaL>8^8(J^PJi>pbXW|&`qdv zKO)w)6wgc<#VtWC*rP7*uL6|_vCS6nUU|+-dNJ}Yb#4I9JrAz70Jz~(&N$-~#mg1O zW4;i7%zKu1x#pS<9b?$cf-0Xf#DtFzp5x_U`s&?3c>czp>e_$otIuEm{v)IG!@u$G ze}a<2QFFlyYUk;t(@|Zq@lR7c)D&ipad3yiENuLoQ8N#((!Y90sq;DXphn6o72rG> zGCOonLEe$poiuI0W%y%hWC`Uhu7$!*O#KXeS6Ef0Ks&SRAkp<@SGtU} zGvA&?Jjn?zFE)GgMx?Uz1Qo)P%t-N*&)&~-Wn?G5D$LcUxMg^2C$6T8S(L9l$yQ1e zF4T5T`1@SMu^C@==QhDOtIR=03@v|#=N?zNS2X%HCqXPE z`{Y!t)d7wO&+!4tYTEwsHT%#0qXhrdm!H4<*&-wUUqAO&`}jZo2izMYvaMyo{XV5z znN`&>aH~_SHJyHAj47||Zy;7RSQa$`57+!?vGlnmdIxd{Ci--YaqqL7&UXds?DkyW!sffQLimW{gA~1Y3Bko>bi1BBu zoFg_bncfM2J)XgQmSPt{OEYJA_-O*sZU=ZX@2TeVNA8N{dh?+yZA)M>Yvngc+@Pgu zYg_Ker>KAV(!_O*JtU=728?FGZ26u~IYXif&+%@a)kYhkMcEJW&a3Kb6_*H5JnyM= zZAth(3(bF)T&TTnOP-LTtDYC`(vmkK??(x)vI0&CDCx*kZTNAI^k^(W_?o@{qA(x& z3r+GkSE51^333%4c}?558OG9JO_Z(7EzUAADWRb=v(T7eNQ_nwP>enavLncy8&t`#$SPS~smj&RNN9IP+wsO@_2pQkdnzeFYHwIW+I z6HrU9g%mN3ITM~dCibB(8&l#mg4nG3Ok7*Cn1{2vhYD`hi8lw=A?q;9BDk#ockO{ zdb)--6+EOJf&-TM#EZ-PHXHHruWs; zpM}Fqe?@O>Z(3guq<3s7Xsh6xSn6FU3X)^0s*D5TlD0Vw_j+(q?uIK5PZ+`au|AI;Ikzf1SwVnQ%e?sLkQJqAt6fD_0tHy*~uTpTELb1{tn!1s| zh%nrJEu@}o)Gh~SwLQ|txm-#>#)lKzIP^=JWZ#HER7i!iE@6CA3sXXw^k1J^A6_TX{;#DTZvO45WS@Pvsa)0?vH-J@%E8l zf2-KEsWeNE1!4p(%-^ep+`BMu^n$Pauawh3@2xP;<166YIKPAvO_9Zwscky)z3cBM zq;drm8YB76MF^P9WvLbERq6n>Cmicc#BV+13fQM?eB0F*?-+L=?9QdG;bh;joVIsm ztcWXZGRUh|D=IW<-Q448rmL*gLMu=!$gyis>MqQT(QbFmSd%3HaBOd9g&r0xziXw{7=$?Y z!Tbs2$?eegyxIlCbF-%Eu$D-ZiZ>BHL$0>|5c>r<`*?Tem9p)E-KkgWBbSmGc-qmg{fc!(9E>h=G7pX(vfEw`RvJ;C`_`o!b9fV4CT+1> z$|Q=L=H$_SpK0$Y9^NX88ZTw~dZO&L4R*iJ_1H9@KlS;l5P$XO-fFM3tI;|eyL5kp z`oFy#k|GrNmHxEraN-em_~|Y;nT>#kzY;nahnak-U(br_KG0;hjG%|B)~a1kH8DYO zFllgu6kqZdFNdo-x{+aS8Q2fKF@7L%NkMA&`_Tu)0^u-(@tCSyWL_3fy>qa3__53$ zQoD7Fw&^K7Zc^9F$z!MzFI>s=v=b#)y-*vq8P7i6kXeI8l`LlZ-dBZoj15F`k{eXg zCebmoURt}NibHj=2pn!*jF^t_85t9)b$a&BoLAYgML=$u8rz0)sdhtLEu*$M0zpr7 zB-N=p5~_Bjb=1?5VO`I$;UY6v8yD zQeY4IMA2&RsFV941CPv2-F%kbVU~Lo>Og0ErFBa#1}@ksh@c{@Mv}T~OrW;r-;yUb z58c5qqNEbVoBnmGPpkLE1XKPM`g$%OhMu<>DkFSwC zC`<}2w&=tf@&JlUOm|_aOXQ}g1@4WivAHDwgcko3&@$vV*|FtYpKb1qQTvq?PB}7lbM8J*27qeEJ;)Xnw z|2?uQu*J_U3kd^>H&F(wv!UXm%BvU&tR~})^NA zc6;Dm7M~1*aJ_V73i5O&2BB37XR`C^3XxWT-zW!X>-sm&^hG+-(9=NAH82pC_n|bI zb_@(?ds@4U`o0d|=|nu;EeD4?qwB&23Pmo<v4=XPgz$Rt%hV=B3(ez$V@xAA)V~ANUp9;)rMQ=2I)R^d~<3-nYNw zzW@2RB6v+m5FfmAC!xVV_RzMz(J|_If4X-c{47MFAAjihN8ig#<8gRumFtgx>wWnyN59n9~&AoPUzGi786usL`Jhlt)g)L+EC`-O<-;l9Ab%dFw#+-6tn=0$&I%%ZVXRRx1m;Wm@i$tU`N9(peYAgW;ah@vNP@pl70e zF0^Q=huTRjSOUiT&IQx1S*XYiKkt(}SqS|6K9*#QsXsWcB}kbnASmIDEe7jm^>bPs zN%?jT!P(|EZM)?xWztlsjIA{9_K1o!QZx-cw7Fg^v-FT5-r zSwmlX+Odv7C!;fXwzg1tZT6$kKsu(;?D1pw%No`oxsbG1)sBSaSMRhMx*bPyo>(($ z^r|jBNHG%LcIE3Jwvwc(K&qxzo=T>?Y81FcAOq2T^cYIlv;mS+t}FMcn4pI)Nknx= zr+oq=N?#L9kO~hB(#Tvo@?O}v1gK^-#AH{WWh$M3jd=}3VuAd2s)KFw#!TS^LIo_*`Y-)iTnAYEVx|H}pGfFe99U&No z@<~((dME8=TuShHap<^ny=F__#~i_DsK#~ymyOE}vo10c-FLNXVL?JSW8e3QC%Wn? z@>@r_i*3Uqzrwq!HO6QjifVx-six?mc7i0wb}p%?RPX5nRmvtvM5j@jZ{=KT!|mP` zu$q!CglpCg_=lXlK6l?IviUJ?tZ}IhXh3+&mW1@u#G$eU`{A9dJVaMZya`I3x)w?K zY4Sb&0zm-u$l)VAU90bl4m~Bg1+AuEWYO!kid{Tq9x=iviHqs2F3#lTb29>>W@0z=>iErXuIav`GyNAAfDqqoPBz>3X4Afzw*v? z$+o1r&adLAUv`9JMP{y*nJa%<7t6AQ6`_Vk;%ST>SRfi(APh2>mMy?SMu>~rQiEjt zGF|6%zlG;F#$0>XX)K|VK#jw20=jlr?Xzp|wK8YUImS114tKOBM^CnHlq`fk=n`KX z?!Z6J%_~a0TTXr@fZdZE+=f%kALU3{7XbsR()f?MBSotxvKX$D2?R>tg|M7<7s@*i zs-tu$aY>-{@XQHjkNOcvM4ohIKJ{;r7JTuWFMss)$M1ic73$Z2;W;bR|MgFUlF6l@ zfJnbBr*9N)@|F>A@Q!eA@{Xm{;XzyW$vxM=!>YRiA(QtU5{=5tPHIf0^})Db_X>)| zg{TOwf}8RO{_Qn9DaeFuE?Y%rLgdxOhDiy67fgb55^Db{Ctj)K!Ar}IMc^bbIL!qL z!vrz`!AO@34Kp;zI|mK-X#@tO*O$U3`XIOzCcVoe@98Gj5Gn@rlDde*4Icn=ho8O4 zlyo{8-5jY#c}x<{#;W0^lYN4+W)s7^TM&!89IRUI;+#cbxaoeP zW+V5Dchm&0*b1t^zR>DY2m+jqxmUw!X}K%sX+ZfnW@oaBnQ4m(xeP2BVtaDf8_I9x zyP~*YY2MX3Oo3MwK22M-?OBU+mDYF`C8z8Z`q1k@K$0hF$+T$CZm?6mv@vTsnU_YH z;wddKmyUp4+}l)c(Y~R7xzEhPX0o|6WrGw`vY|p`GdV)=+wMc^|Mn&}(og=$i$C~x zS{t5a_)@e9!K?(-TX`c)_&618VO$U49Sla7KyJ=bIf#p0s(p`)7*MkoA}uqOZdvt` zkakG-nV}fegQtSP&yr6?@FNP`Qhc(4S;OSCZbEVA$#O84VyZYi8bH)ti_I36Z{k2! z=q~J(qDcxHFVlZ!W=GDj$#X|e1KZl^>f{t)kibpiL9kj*$cVP8M!c>S&Xog;p28s> zG)SYbE$CEt7m%&7VFQ7slMP*PK?iMSDE(P}7XkAyy(WrU_gFdP>h|YLts46oUUtxH znloZ&CP0SR1LxCM91M!m*;Z;@&n{p2qT1-mSEX-4dJuV$Mi7=Nj6Lh|;THf_- zoAT7ZtN)_t0$NIXvlglFtW2fYLCwI1CqL;7xcDB-a1b%mxHoKIYDQ0Yhq00)JJ9WO z!Vm`5Av5u7Va{c$Z5!-TD+22h7FL7m7{7xwBao$N?o3$Hq_538b0uzaKA%bg^vHK8 zKcN)PS?5J>rY2@WvZ2a!`N7D60}m~rnvEzx*YVMA)O$W0F`57`kFhh=g3O!_oB)tz zy_rxRG*$(seyK6Qrgly>=$zsJr5EQ0FiRi*)jC4pGAJ0#BVufW)qfK2Zb1Q8JLUq2 zujy3fjD=MK^_E3s0J-4a3Ej1Oe?|h{DI+%tJ0GM4JmsV5SFovUxC@!5guv-Q6AOJ( zeO{cmMk9|A4B60aCklKv%#0^Bhk|D5SrX zdigM)7%%H(_|z9?(roluD@pn0vuykAi-Cv!)?y|_CZD?5vwBfc$&Jk~#5uoa6tHlj z7+P2Nn6Ν?Un|oU4R(?A89ZqN8KtbB2bB{^Fzyc8idp7o9vjQx#QIc1?-wN(8}_BAcWSmX3S9(mT*h z-O?qd5b4)H^}+O>d0(8otkz*(>;@%=5tl@eDyx!zfqbMV zP1&zxjGu_Y?&GL1#+@J6s4F zfIUdVO6X@Cu5VZo`e58E;_(|J!In%!FrtO2jUX5{QgV zapl?QEz}YX@y}_m*BO@qUKb7WO}rqXmSzAZv5cGQWQEHHOAFturYIyT-?_o)ajzyy z$R@Z&Yj%`S=)>z7cn(bKB~F-dZ{CRIP=*OYAF<&k*`Eb1qz*||hw#r$ol4SqcY*Cd<@+FqBann0+48c^ z@HTylLgcUBO5NRW{=?fRKa(|eJSF}it0Sg|X@YyM@b{;}e4;KLxlU?Z)p2dVJ{_(?bbr+bUpKSY3Dl=`e#ugF0rT)qh=QFFyCV$KU@X;;Fy-#^Yzc_}*9FeDT)zAHVY5 z$2Wc$m)bjTf9COxPrUf_pT764KX~!^zj*w_H+;dp_S&@3*wgr;GoL~S8l2tIL8wn2Z-8l5=T|0 znbiC(`9HPyCI$#CCFt(ysDEtP>g{aQFItPM%;OATQ+-XX)xO3*!(#CRh zP|z^x(4kR>$}<#C%p<^ z`-7nw^2eK42xoEZ_i<0cj?!B{p+HQ8l06ej0o*Ywg^Qb(F-EjzSgQyzkXU00uI-w> z3%&tx9B0jxbK-9Y#}y}T+MgEc0~SW3J`o?j&72?1knU(BQ`WHun=y50`*6YvXy+H!0+BQJ1oiq^Ib6QFa)0adoXXtzAr^V z0&it(oD6YpB)odaZe7Tm-L8xBl(z%}(4{Dq|C&6ynsydY)DwW$1QxN9fqXKwg}cCF z?ggLT`#uyhozejm#zG^I7?Xr$Eu@marY9|~T40P6v^CKkbV{cbJa}=Q3e@jHu-AU+ z=W?(7JN~Ik5aZoCZ~R1YUk9E&P=eMYP6X0|?-b{RR?&YLbTiYgNphiq1uEhuiEJdg zLzC3V(+>%OL)6Xg*lzK))gC$NqS&iNm@V06TOkqZ$xHs*w-J3J&!RBk(&8LGS#WcX zKoBD(7nOw@0mN+-EvE;mt5$zg*K#0&)tGEMP7A<{K+UCplzSH`6Qq~J%nB@?1J)b( zK0Ad4u_R3>ZX7?v?2uJTX${s-!rnU7G1UYo|LcqpqB_LYm)iyXvqQ|%6nhOS2D~qEgvKiy*kZ1t2)Q7&J zlY=wWAsW~;mJSo%FF5uc&~`FqVFyLhX>P@vnoqA~Gpa^~V;{L;Fm@(^=g4gtZV|Qw z^i`R8u*=;|tl3Glus00FQN!`rGa`aCWge{1IvwC4^a<&KU~+8>hxW#Tedq`G3>`yU z3p0ZaU6*QAlrjR7ve|ssVYG0bIBBWoMJTx;uEv>h+!IwU9;X8rv-|#W8UgfOkNrp! zDE)N6B#mjX%?oe^RH<4xV7NtP=U zGw(h$8SBmk92Zl~9RoZ!?>&rs?*&MS;>^9n7PAGiE6oxIf&z}cW6;(`8O2FH#Xq1N z7}roR-*=4f{wGuCUV9$E>TmypTxftGiT$1Uqz8pB#-(^5EyZr_gDZM=wtfN)d{-A( zZE@lAo7mk*L}Q$(4?F@EXA-`{hS;Ri@GZtt&Uj#KyOpIBRper_KHO$gu|_eD#)xCcm2 z$TF&|0pfrnRY0h-h?eRvkkS;j9_b==qp&9~Xgvy9v%9T8nEE>l5R>1;SEGhO2*^EQ2@s>Q1GPdd)>-FjuS31a zs+f#2MmBn5m3XP;6izko&|>1E3+X_nO^r+y?TI^MK6nBc^L!xAM)xj$wUcc)xpUo2 zPS^GZQl-bjLN0D5$WVk3fil>ls#9`E{s57O-P}T+gX$78G|C<`;Gto;yY6Ke)w4;x)1OVDI-uiH)_D$(^I+M51SrPK4;13fez|22zy5iZ{rYF+b>2ra_s9GF?;@e*=JY7{ zfC)H%*Y~i2T>p$5^7hZ;p4EWw{bm9=?!hB-zdtT-;`Pr@93*FkiDE+G4Y*>A55MoEJ=rP#S!ZcAUz)p$YD~x#6uV>eSauGEW4^ zDIc}TD7#owsIa%OTk_4c{O+5{7~^qDE*HPh;l>etbW&Le7dS0?J)V9@ijLKPkq$|c z(uJtFa;H6?2O&6UIH5@~ixnbg{4GHKi@A)5(!dQAP7dj4L%%bWPlTuAxbD&yU--_8 zx4!(&U;p0YCqDf&8RWIse@>D?C`XWs4y-p85h}N?II`e$mzsdFiubMDh_v`I8Glsj zdQTaVi9os^I_RwvA*=f~wR( z*gCR?C6%UWlgZv)xk=*qRE&XBh((hj8iYBZk05L@Vr?#ZN;VEoC00?|gKwAK1@~{a zcW_yo&+L6bz$59R?{))Vr#KW1vOBda4yjPvQFLwY)?-^o5T|;=7NnCb3X@Qw4#`(` z0{cTt7e(RneM(XkVQ_Kz!)4NUA$$iEA!DlRHbxn37p}J&0f)wwjkn>a*N%4*4!JwC zyPM*-Iv$HzF!g7qEErpi|M)E9`hFtd=Td(0h2OdHw_bbwSstUG;YEDP9$BD;w32-X z>|zMHXgB%*#x_s*G`gxY1ePDneJv_ zCC`<*gO!9yjx#O*t{~0@^Jnf3{K=)Lw(86}UNAS(PDSBDgq|lcHAM~+590T(vnWD1 znz_3Ahm3njfLoHP5BzZm>T$Wd;05l+6~%Y?EP$GY;eU}~%Gy6vg(!|$i*3Haj7Gbj z2~awrNM|6s5xCXx43j?djxrgPSq3Xsi4Qd1spU#>McykfbvLDxzY%A_!Wd{mW-Qnz zP$%;5N=bAmM|*s}NJYKS$DZGaZ#rq$>)FXQSn$fBP+!NsIC915<|LJU-sVRyKl|q6 zC*J1T{pj-o91jjN@!rOoc$mV%=pKXxiScp$Tq!Yvb#W) zr*{x64)N^L_a5ppk(QL8rb6$ZNd@5^J$-@`y#j#Y&C6ufV0DK|31-%6UTKm@30oH( zpkm65yDHx9?MVNkI;2(Kb(#F9YJLKKxAbS!CXo&Qe_^`gLjiTy>B?O;2%#e|qHbBc z#G1c`w4-e^xK8|4D9_Ysc4Ps=jnn#20;c0d+5{vIcOS*)nXUjtq!?cio_jPV)KLc_ zyIIJIYY6l?gQCqk_r{=w*(rRm-5{V74eqI<_LbnsAckeXO4I6xW@~D=B2e+uTX$X+ zHJYTRQH0V)5x*IKM3xn#DrRko8qkaAUFmsoN2YwF<0x1hxRQ7%xIaVRvUzdbvE-h# za|>_?U6ts8Fmkd(4PU6lrOZh#=S*k{r5t@5sfm*?EMh+=rFiG_a>h;!V}uLBP9O3@ z=b=&MX3Hr!A#6SXN!%*zR4^DV#@IJoT&aL7_aWTEjGI0+2Lpw*S??r!Ar&QqJ{RpA z>B-iNw~tex*VMQwtK!VY=4tS?w?2OJ7>vpDULUn;Wzrewv!ZOjde zbgYqSSRzsY;z9*GEvMnq*%@-~1or5p0njBbNZ5$r^d6{r!0FITZzmG!2kDGE-p&od zjAwrHz_>qx6E5adoEHsWFnwGaH# z@jGqoC1$$NtCs>S4rUHRqhmvg6u}b)v=S=}5sd8DjCjUqAbSH|)G|CRI@dOK$h%zeOu{SaL*#9tdJ zw??YKO6x?C(+BBkVJoP;!IYh;l%Tf})hzwf;!9TkJ!WP|!}a+nFDowMgZ`Tfw+Nw-gWQXamrBd_3`|`t`I{2?^a%pGJ27Nyhu2~i+sOiwwKW5YDduBC zrhf!I*TkJcfD0Z@ZYHfmao^xONAeJFg|#)YOfl3tm6hi)Bm35^4*`#m;o;U2YkbJ| zI=dY8&Tx97nSJN&kN?wmKl7K5-+S|)u`>PEvxJfV5B{;3?cGnlksO8J{>A6~!U)(Y zm3VV!Rx8zb9IOJdvL;>)@WVj6l7_Cz0Fh=SYnYSG!GrA3vq^VMylh+pdT2s09mz!! zbCd>jO<1FJ>yQ&=Vz+Igz+uI?L5z;?Mor8oiWAfsJOsL*lruc~-u%Fya*EuhngZ^2 z4x0MJETR>%ivgQ3rdp+?B*#n(Ct8wt3X2E9d|*BEuc0-sL4rd|f=$lMsBS&;pd&w= z1=2f*+qm$V+vpu6=co`ykWBK*IC^Sq1wSuW1c*I@*hr70RFklFDLls29;Qm5W~5*w zKvlav!8d@aEZjR0X92ck4C(?fHpQshFhNg4Ih*qTuu*d2oXL(LP+l(~-e-3xq8vk+ zi~HU}s9oDBM?0qA{l;)!>N2C_ch_qtQ-Q7wzlU$#of@mIO=%RKE$GuJ0(n?ggNP7V z03T0HA#K^^mTi(Ns;aVg8SV`7(L{{{1rZ;w+doej#Hr3uET;)T5lmIVe)QXnHEdd_ zF-m*P@yli(U;@Yhk4LJe! zEcSPJ8lAR`j`oYU3i31EshZ(H3t9>S3qAAjqX7xCZo7(k>n70Y}gRO1QZrTx-PF1-c&9R=CW=V-zt~kc8vD>ni#4_y6m#9eK&Wj|RB*sr7Sm9v#dpO+ z3(~&MDfGKxYh%qy^{+UZ(C=fFa+W!RBVs!T^o8nhC(Nd>8lU)N&(sa<$D=S%$l}S`aSF(Kk)|#8(zsHIM$;7ysllrg|K0#ahNue@{ zjzjZZucsgCpXzPZL$GvC7I_G=eyO+!MBl|?ls!nsK%C;D?yPy1#aTcz^W1&j zH&_wJMc*JdA&Lzqqa~sBiee|rtIPz34g&3psKAcntQa^Yd#BRR&g(%}eW?&~?s`>> zHD=B)JG`FF@EHY zBu9T-w2R4JMg^vc9NI2Y9AjHqxdRvYF^q$VGWUCcRg-reEW&wZ1&w&Sv4JUqNe?Yt zZU-)jGmF7p7{?vbThEhCvc8$@k9K-fE{?|RoEdz@FFHlBo%0E1(+rMLd>EAeYu!iC z@4Wq$C==g#`#;_jY$bI5C;#+Uf8jTODIWjTU-}mu?LYj>&)P>$WhdiChi0yinO;&< zfJAF--4ji+DFEw|SA|pYK_>yYR`l#BwseD$X@u|hBmlrQ6RfR8xc!cmBIgCDaVX5l z6S>iq;$tp={@e{CA|Y-aT4eK@$41#Xov>au&rQ_aS)71~vz#d{!b1}47MGh(+h~*G z)t+eIbUnsBg};g$zRspo)Qb0lQ&@q^&%@*88`v7@ui<0wde9i&DjR zYEdhleMpN3l`A~5>xh#YZC2FnUN=ea zKzPIsWHU-5LPfEjkatupa!pN85Rmdux2lQP1(Y&S*;{Es#v7h`3Ts=RAh&3xY>>Af zY`}z+Ux&b5`Yf1WV>jSEG?1JgHoG4!!?={BTo6fvQwr?T-7-<6HWS=o2P>)f6e9k@ zF2?ZL3efmCIIP7xe`HiDQ*0sxu=%x&N`-_-DhV^g%{LT03@%K8UHvwrJO>SV&cu1J zAq;sXVoSV%EnfWTAHR6(`>{B^^Y*tnPq*=7f zo;4*#9BBfJcZ*oqUE@{TyLQriPKIJG4j-iZL}I)P=C|4T11Qa-qbAB8CKG` zLho(gFK5%E;K}#G1qB?5(g0tjsj=)Qcy+gOdP4em+|7 zdvWX4DIu{rU3>&U{o>4p{KuswGqZUpE7#~~wo0uGSUWQE7VsoW`i`9QOqeHGd#Kf8 zW$_}7{%lb_0q#qu7n1}OCH#Zd906Dv+IHQC`U_z|(ie&EN;nB6$w6W%yx{B;VtI~L zZ;@V^d+*6PgMiVM8wGs;G;}!UZ9FAsp7=Lb7iQ0XsA@zY7THKc4XprLHy6~QRq?_q zAkyV4Jl3F&rJZApC{eej+qP}nwryLdZQHg_+qP}nwr!kt_w@H?=FYvpCbKK4q*9f& zlbuRszqQtSUPV6Ncr0aB>>YR}1?YT^7Wl&xO)h}Z)6@nvq%lb8EhEX7g<$iDFZB4p z!pb9aUDLhqhw6mFLC4OU;5x&uNC&HO|H z^U=|7Om*$k^N4_ly?P;y&@<{xTKH*0w(2#onkxAjv$!zcTHEauO5aN?pg8ExFAdOZ~*kf&^ml~fzq^*kp)#1n|Ub8r52TQ$Lk zv3W;ekkRGrnBwdYrESetlXUDYMNGx6R}p~G=;35w#E~y#9*-E2GR;7EQwi3gl!Lli z9*ls#z`BlW9}Sm*+A%v0I%+xch|7SVZSz4XfiR-ifOE{Y+VJCI%LrD6r#b2Rl~4e7 zvV=SuKKLm5!zw$+4v2!wcL<srzQq?VG%-1D+$zE zpELK3eWcw;LLQ~2LD3nau-R1$EI8{lVrI>)0g0HZHQn_Vh;?XQb1TfQ3e7-C+%^7B z_3Yi;)mD%0ucw^!T&m#K>7=8YWPCb1P1GW8R6R%m@Ln1ER9kQ$z*8w*m26d0hV#WeafL zunEpfJgs`alla{cv>JG1cebvHmJoC(bX%`Gy0G@mj;8A#HLHd!(q*CCzxP{+oXX4J zhED#lmOkhDeRj*Yvwpv-A}Rg8AAWK}&)y&;e#N`pdd$VP8$q*UB()N66N*HiAYzi4 z)mn8L3XHCYXmL3!3!BHZnpm)=i#WiHSm^x6HO2*wF-td{f^1Gr@h4fW2FPqbf=rLI zsv!Zm4Hqq`L&mw5MJg#tM9P=v+Tu|Tp7zW8SfWeGTQkU^}jDaL_e+Y zs}@SGv1IIt3cB}vxF<@IVo{X3QJ7JX&=jmkN!`Cyx;~@5V1w8d7INCCCqfbrn)@Ln*J3z7z~DNaf>0E>QlyPT6iE zC}bkAN46LF9h?S4tVXmhy^kRXe(94z!>toonS^;Pje1bd4F{fN;Oi|J;8=-CPEM^S z*B{4w$F{|OiH8A5P^HcNy5QK;Mz#^A4Z51nHJwER7njB7X%S&TmXs}=?O&QICWtY* z*#k{trS1kDL1@jmYBZNpJC=k-N0W#Pos}a>+3;dlVOID0Pwu|x;;vL7IB1_775wSa zt^#<5A#b-EPvCC5zcqY*F?v|c_5A%~F$#K32H%g6`@I!)>-|0a^Eug@zx;SPOU3oa zV*T92p~KZR69{%*D#h9l0@NAGg0UK(bQG1E8Frzg=2fU9mgI7!(rwBp0;(|yDUERo zCdl7ETPWv@5C_0KJ>9P}H~JxMCP)Zd*%zfWi6g0y-vFUx7@xHfg6f`%$)sAUC#Hks zWtU84qJOR18g2)nDRgd0joN0fS_nFk zlpn&7I*(Y1uR-E^l42-}x)FBZAz_Os>xusg z4Sp_V;Hs_#2=JsB=~nD`i7fo5Xzuj2iv9^u^)RrJWvh+2i)jZ8)JfU$9s#Ek$PN!a zEjOo0tzZ_5X+0W_EYq8zQcY_)s0d7JgnxAzlNy&^NNRi+tMR4Ap?2(h88$~(hQ3gUHZk20>gt~kM2 zMp6#bZQ;W%A7q@F28(-#c=rS7~`r#XfR5M6{ z)rwx#nfc_B`dEC}z(X*)UnceB6Hyx?A7R`?n(|)Ca4PSD_wsD#J$G%C9rG_W`WiM* z$!}2aUw$s~=Fzo$VXfqWRFL}#JpBp?0fsbg)Ni7kb15%nQgc*%-|1*nkncDNyFhH? zhD0knT?P41dC=6i+H5{96vqi|Sh+UQ3#q?%mgQT`z8o3`k@# zBKKSjhJDo#tYI?KBT-N=Hb(1QTd%?_l^}ZpUQQoY80k#+lJq9jF(@YLdS&joSmP>3 zZHq1+cTKv6AM* z%<4Bp%lm_qy|{S!(Bt=rX%{S!AHgO`z-Gme|)Ac>4G*nhe-zFkD^WNflwvZs}(&q}g7j_M{iAHA+ zCFWiJ$1t_s#pnc(_QDS;q0g3KhQACWZ*_Nm-;=1@&pT=U7BikW186QAGvhyjmOP&1 zUGU`!IMnBRXR%l^xn_v|gUcwIpixVf4dg6T$TFSdj4oI-5=O|57I%1)RD*(|VTcjO zTWH1=S}eH2Rf2I{T9KJzh$g{d_Bhw252NR?d}l)fL*yS0TMdI79TgG<0l2qQVdhs1 znI+Qc*X2Q1%oAPN#@|6HP$WkPe*&xD`nht!OwdjQ9iIiI7Gya?WKc|ce40*G$f@f%O=VdxJ6OI@wcnmjNxi~wgy~}Lg5sJr?^}wv@8IG0E7eBTAk}; zf^B|r3kf%d1>A>MVn6LCnH%+uiM#!O4lsa3lw^d4L7WJvCYF(h7maMo{z}QMtCVo1 z0^<@TygJ_aqhFqR+~5$FgDE=%GsYjN(Y5t2o158F3| z((T7%`?RV6VwOK7oxN&-Eu%P$WcJrDD+27n88$e?Zg%0;0gN7#`ZT%-Z-p8h)Jc?p zK&G3`BMH#&xdOdwLsanhxbj~5KgC5UFJF8@$t^>F$%mC#nhYpsROk@%BbHngUzP$Z z%f9|oPOJC;<%cY}U_Bu3SBc^F0WGOuy+uu{P{reqD84{kmJclF>bU*Ahdl9wY*3L3 z`^9Te@s9nI8&d8W^6`US^8TRA@BUUT&+q$EyZbdC_e=Qul8*CxQ-iAI`=r@Ng)1$K zHo(SP6T>qZ)eqLsKDelS6}J`1j4@TO_Xk4J;2JQqDghbp0F~i!@5P24vw5 z@?M6}fy%*-ofq~6n$J&Tzc_(t-MEUhZ(34JwC6E zHwLqcOuA2Sg~sr`nKidA)4zs6jnoelhMJoo#W zd-7xZ7XJWmDBYRc*!QZt3lM7s7jD6TdJU#KX~&Q$JYCr7=C z+RPbt(791QpAYFzAI&YQQsvUXj?ncCf5Rd12RtUgKM02a26lUJwup-efr*oaGQuM& z-yp^1+7#4SRh!r2|pce_>P0iwO%dy&%<3rMC@ic5YmO{Sw&hE{m9P@nk!F z$}E>$Fxc1AE_SEkjRl4pEe19>PlI6;QzDOU0f&vB6`C>Nt8-fd?o{U%m2G70uwis{ zSrKE2M8StWEU}HTlbBtM=J0NV`;LzvCwexF-ZMDxnBXU21{TYJmC*e5gQrtlvxD-u zpe&=pl06Bj7aBqs=W)COSlsl)lKFkxzfG27G2bhlLLfz&5sHwb6eNTW(*OuNm~M+J zQVZU*u^2j=T?s-QB$olK|GvQl z`#w56f%PZImO|3~&WodrIE1+|^2I+ECP&GyZ4BL+tyJo<0t^`?N_VTZd$TB58s_J^ z&x{YZ)H{4xB#TTm{uX{?U*nD~O(D@R{v?)Va*4?gE2PgJBu#r-TA;ezXX&gxHn$xI3)|-(W3A+G^><+)zdecAh;8@exzM4DyeL6b z$oYh1{$Y5I?n!`MQnYKbjB;Xlfb;I$5f;wmAXIVw4nMIc2_ee{Cxs9?J5e7PT}8CX z=qq4T+8F&1mQo_afoeWpLbGsbg}GnR`1sUItYuYlKNv{y*Um6ZjwA`U`+mRk9Vx!+ z!|vzv9yvpT7akl&KXHaOP}0}#%1?<2}tO$pk9y@O)%axHXL~C^Qb=3oJN2SbWgS#ezPAz~)47ct0IBRK6o&?<7f4 zsx&|hl^33wARJp$X#{fdSe9?*IBCR*_-*aeuHZ$4YcpdvQ7-Sb{0fuLOZ&H8H##hD zdD(6YE;gJRj-$8)@iigg*#Sk~J9PtkE$+;tYyUl)H$BxEq|XP!M}E(KsHQ6MF$=q;W_HJE*M{>n+t@HYnmLvGv4~ zj$hvr0pFvYS@SsnK;~Z z_X9CW%dQ4+z`t;vkN`g0^$dgY*6^ThmDH*#nW!6KY}PJmg~02M%AQSp_#)8ZQP zhX4ABFx;DcOHeQTcAp%al)i=;sR4_PBzrY_=nRC$FtTJD;Q`qM))_^zSgNBZ+E*N` z$tR|&q~$315XHFue&Uh$cic<8WQpsXSF!6y)4i7vP*Bkbx_r?P9G(NMu{dy$Qyr+b z{e@NNikt9@oCLrOn-O$Zp45}4VfN*8*mCIjWY&+W3#e9Q-Y6f!)1Or{LUGZ@ z)dV|Qy6E`C2by@E79H-X>05&((V?yorxe~(_6zKPV#Z;_*-KoAF++6D1{Gaj^^_%* z|D|yWlnO?R(JOZn$F`$;aERtS6yx^&yzuk8-{tcX#`SwO#^*2zYTGPayGa}al+wSG z2Vhyvfjn$bn=p>OPYqi$yTi(281SwEZH@UfRj0Vz#}~0xbqKq%Ef0v}-1g>!6)I>J z$}k}|@IB@lwpN$$Pk4bsnOKuh0LT?Dd1n$RAXkOjFO9fEdT0Djy*6TtQn^gm_C?O= zBE0TndkIG0quOHKG{++#j^%T%ikh7#W!i=q31VsR6w=X@gO}yb08L-IhbD(FjEUY& z8PQ_?u}KF6pb2US&91_JUOLOhl|nWlGvXs~sCb3AL?sk%rKPi{5r(0CLU4eH_Yq`f z`x})_!RPG4Ev23N0hz)5hl-jyNZpMft1XtKZr+Vik}M9jzv)?u8^N%|$$Mp5KzZ%C zo{|O2`m%(>_Y~ZY=X>wt_WMlyzVDa74|MkF$CnZP!5 zM&Go|UtBL*FmrSXw+B&g8MZ$(If)#Le}~l-xe+UsPHrx?tmN7gcSbh+80tkpsIMUW zI^J9Q<-T{NJ_jdy5o5do1GG;pcZEtuhNq8!tpZJ&E?h@o3`qAFNX5Vcv}jtMyyUOE zkFzZA3y4eY%P=Yfw9r|CMW!8rPdk){#FU8F8X%= zgC^VtJPJl1_+sc;KrI2C`I5yXLV3XM-+yQ0P20g+A>4$ivBSE5TP$WUh_uQQW`&~^ zJ+Judr0KX3X#x8wC@_&QN0Od5Sb(}6uI>mx=Nt`^k*iF^N5JzmIv!GG)O5m%+AUK{3>9Z4&myaSBs06CG(jay#I zRn4|#-v2cUS495Ja049bmXIGeWJjB1d^yWICq>uD&{j=1B~-Yr1i1v|R@!zgNSsax zKkLH`KF)7ZOW1Y))W|)z%q3%op0&*OltQqDJYPfo+JVU0Cl8g z;~hV>l^cdD)7_{1Oxtf7=V$k5C-F(ef>)`;7q*?Q7yBZQKbQBjXN%rP!m|hJEOEZSwB5-$^;9VqQDu#GfflHq1BzV4 z{&r$qP?$I4JiN^b>=Y`fE&^S>WtP2#_$zz9hqbiJP-aS>&uMAk=iwz3NS0#q`=^zI zg5c5h>{OXZOmq&@0FXpxUl2qzQG?JC$)mNfaF0ojYPF%D@>Z91jd zaS@QJ6FR*fIETC+bG!m&JoUUa0b{2?rA=>-fTF6sqGGI>0hD`qhA0*jfn?#BF^U~3 zpQp!$1!4JF1}iScHmA1Y1-?iw3=+}yoD2hCx{2YL8#|&B`hRj2ebY<%pf#wDtOv;G zs2T_w^dP!Z(FkEa&QQ+1*L`gfKLigJyL14+!b)Tl8?Ytu{GKf2Fxgll z@RgDN$3a@Bjm~P0S2-H`p`Lr8YD1mf)YdpK|57V**URBksZ?wE!i&gu!fbQENe}#& z7!=f9D*gUY8gCw_SJcAWegT8pN*ha|_cQ*xbWn7%Z%}dKh!hQ))!%g2pI=MCHL)}7B_q1#reiA1oMlGCV@tH6W+nw zeQT1(*5<6q4)e3cq<1f%Jk6sIC;k4TlSq>~4n>3lagZNM(h7c?%MIqUX4jw>#dvxUCVeE1mTj^p-^Y5#O1Uf=s&IZpqL z4SLb;`=1k9iIffn6*%i!QU?n9;&^1Bj+^{5vnwi*FeaT&uvK1^qSXCAkN3W+)OWB= zooPM&`61gqLZ?B-NVyp&fq#$*D^8Te@ydiga(*Dtt!(Ikv084yf~n6z(NSwNyyO16 zJQx?EUuMWNnjq`@bOW{(w?wnI$uo92klHwNGe(?6iT@I07Wjw#t1Sk=*rCOcbuO6$ zuFS*1jk07h@O8gcBTwg#`WCZ?xOQaUHgvoD!2vH2j(JdYu-z=!*<6B4kx8klmDy-= zc9qc$B_b)>20ssG$Q&j-W2f}l(J#t{<3Uovf$=$4kRn?k>7NN4c&nu){U*7TN(2(o z?7kGE-wK@bRmV7+GP+}6-CT4}NR!&pA_-!LqEVCPbg^@)Ccx&h7S)=W5yvzSR{y!p z+lv(`bKaRH_6eScYyftb^jHbn0jE>ARjjH3Ss(EddMUNab^)vb7600@t(kSjpV91F zEPv89nc@~NFc`%MvOVEET*_e^V*$I^Ba~77Bi?jB>QykYE2j~|*##VFP^8TOt^Nzq9x|vbwJ^;Dh4nF4hePPc9|ER!l=ngToXxl zgo?}uus4Nb+=*P?C)o=XLXGPYu;Qi(E*uqCMsD7(pkz0v8jp8r$mf$N6*%*E48Dd9 z7LKk_02_c&z#VF`Cs*FM4ozoVT25&rg%~P)(C`n&e;a#Dp2Pa#j{wA}^_CQTc#?L{ zknf2WeHj01S+v#5b7>>?2f@bY-HvmO7uS&RujjFq zIWx1sw!AN1phEkp+JuYJ=C#$Gk6GtW7xjl18X2(M$!=>crny;BX;=4=7v9V1CaZb( z56`!M8G)@nF<5lS<2UQds>hG7?$F0J@32D|@A#ofnFEhU4_~l$x8Jlp{>!TLCv3fO zYptPu>&Inl_38JmBAny&P7mHhVvk?O{To0@kI%L-bg|L;<00)>opDO#o6BcZzCzgL z;~zRF3TiI=v-fXZyAHfOM3hO%-X39#)-aJ=57;_ZR>io+=fUjhqXSPkArwxll}kxzJ)TG|;m2>se#wwX@war?`6Z3P;D z#*JEh!UIOMUEdEYc`~R-4%$_j7n0qBs}GkDB4^r{xYr%B*ZxED-sj}o`-Hf!0jE^| z+->}Ke1vGUij8znPJ%x#ob7z0ufs)~rYot|PYqjeM5uH@s+y1yKlAA$i}TsWXeT@v zdTLq)h}uo_@jNCapnJS1>~(aX2$G&ydN!q~sHpEapzMs7w0}t49SLg&gPe~Ae8zjq z$bwJxrgHq3tj*dXnn}DAzJxrbVIZt9m)y;z*yx5YK!B0oPAyV_?x&P622Py0kiW{> zpi(Jh)Xawa0Xmsu2S`}27UtNXoWx}Q1t9_OVFo6o?;nz=i4?Qgb&8@1fGWl=URBM^ zDYwm`NXPI6O#Ed`l#k)kr`H=YIrpSeq+Y=gvrzPJcFt1tq|+LbK2!jbylzm8g{Nis zw?pn7SKIwMaNG5|kt^u%vxQCneW~B;{uo8?_xcMZ{&JY?)%zKS=ReIbwdd=22PoV5 za-eF`aRptVdd6h%&bfP0=UQa=wMe1CSc{9c=!*x9ivi4rHVf|%RqIq-s0Sd=t)a{H zku4;mWnx)(#@6|_o0!WvzROmqUBbNei`tE0Z!5VCam!tyoY-R)Bo^M#xH>M?*0{ID z(|NA%Sf(j_OQvooW@%To68;9N2Ik^M_Av}P1P^9d9}YTj51AGuR8e~{M#?XizVzpZ z2O4nl_kNEjnmBJBQfFQMQJt zZyheqGn*GKs*G=fp`|T_tW%G7(!&P=(X8o5Ij=}24Rq{!(8WCv@H=)JR9l*nKI4cE z7%Ejid(rnhBruDH-1uU~Tf>}H*W)?G72$h>GJbIxJLe5w;f# zFtEXR_t^_8dMsLjeGpxi#8mJJ4C0VUn0A)%8x%$s1!}u}^#hi%k0RvPMIwNy)fT`& zkGJ?rX+=GcPe^IrjUk9F_luw2Zm+{kF)Ny6pX=k)?8qF8Hzilz$d_ zH-=~YT=i>}!Bb!9uMDc>*d64Mo-bUCvM}zd7(UT??ZMZ%wm`+rz5Yn~Q{Z;SudRmx z)$O$_9MgRB-O=3z)NtGjqI8EQ}Es9x9c(l!Ay?x3oMo#W-RyEu6K)HrK>l=vNTq$;E325C?O$KQf_8akir zwcB`TL{kgo9lAtXD{*VS)<`|qVI`*@LE4(|CXpdrb<(2D-rwH;R!ZaF?zyFTX4JZs zr{LL7Q;?~i72nQGmofKxP?uY>R3>$jXf-rY1PFlm*JeAQr;WCs{$&C>d*X#*EM9Fp zh^RESd)z*mPBgGp!PKq1qv=oGU&XnhbkO5gF(42fNc{-qjV^)akW$mOP1KaJPJgT_ zh`@?TM0JQ}!uDONnVIa~FfbkBdkQm1@zyKfKf;{__*8Wx^Rw-+BaxAx1^audUU9(v z`IKH=tdM{DVFZ}UyGnAZkQSKF<|I!N|E?71EV>oLS~A!RQEP`+91`Yt09p^%X8Xcs zxMyo3M*r-?_fqPhMY};Q>wO_dO?T#g?;O5-KOO6Pe;kwhJ=E|%;6FAdKXRJmj7P3FG6O_!C7?R-0kHUO+t@+{PJy@ntY)5eYt1WKU#cc z$49ZQT@Vq4kA^%Qvo{^Nph!+f&&1~$nk}IpQJm(LI@)bI?Q6gvF{F8fN%-0zjk&d3 zNIz~nGw0lj*t5%M`lRAThuH%?HUtj5!KCK>M{$ZtV>*K7Kr*JXZmT_sAhMSec4f$W z3}RoM&scA}-V|L4yvd4oOC069aa6CsB{^bE5SVo~A8o@`N(L9!m=Go8qie%DybVhd zoRtkdk50<8Gdy6i3L`Y7`oJG>_HZ)@32%LPfM5YRmfY0=tP_j74Pg+A65Uit)&zr1 zM>|*9GpMk5iDco0z5p~FeF;V45=1Dn{;)-FzDaWFMdlNerFVB%`VgX{{zP}-OR7${ zNJef3Au>)7&07-dk`~jMu#s%aJ497?#vt{Qg#(2qph8Y~qh^2bLu8-txT3J_hmkdp zn&P#yEur}Hb@StX3;+Fc_!lvx`#ZrbTjJ;24PfCiNe+TJD%F&U;)`4cROO*VgtCyq z;XL>>EZl^94Tcly1KgPT2%XGelutyI_;&9HFuAlpq6p@}Rx;uNvASS>gdI$ZOPiLo zhU~1u#48%-*KP=zVnF`1w=6dlQEFU_wD^_Yw3qAwc04r3-v4|}iP223KXJ4&G%@DQAive`?#vNEG zOHe&XivNl|%bnChZ{(xr%FA>PLzHfjZ^w8Pp7B7a-i=E5MQ{Soo*-li_P_z}2tyZD z69Dipnzsy*JyzEpa8C3F*r$ubc09FH2h9?Ov(ey&iIxyV%K?FuL!hGotl^#i=U{+6QOLWcU*~cq6=5Y#muK zkcBX^^9aPR^LnqO8Y>CIoJFUl;N)HrCR2NH;K7Ju`A-gET7~l~OYha_qr4=yaHm=s z;K{!AQRDs7vfD6;Idkb`Fh_SEjXdDk`&L7%=^PxwcoL$B*IHf$N&evZ*&)42801y7 zf+%l9hn@Tp0YOI{x(Lu-e8xVY*)zCupoB`Cv7GwC#Nc+E+PIfF5=n?bR7T^7h4nC* zsv86Y2b6d41kuFyFhhzkzP&U#m^f=p_?w~X*fx;nf2J`i!yO|r6HRkgkbGT&x}mH? zA`}oTN6U*)55il`F?Zp}q7BFXQB;952z3zHMNL%oqYXG4FP=98)K(+LsJ{*eoe)6w z46;!9>?5DqgnzbqT#NojS;j6~O%~F#imtY~+o+Y!ugBbKb#B>r5FHrhnE+5SlIHja z38+wJDg9O{nUfb1`_^u27I)UIgF1tkP-?@NSI?z$)n{D@9b^dBkQ}zMQVng+jgKy~ zKd(rz1NJrA%kA=<937B(q&?o49-Dc;%J{COr1~nfbI*;Ut^Uoy^I--8)58?@s3tqY zM?ei}P6dxg+CSGnS;09kf823ViMk&$@Tf8LYdf_Sz(rH;M4Jr|cMy&ze zW@=O`fF`3Nu2&=yS3OOdJBCr4fq4Z~guET+vRSx$;AnC4xeIcrE2`jE6MvA{0fBY2 z)@(GDLEAA(9O_n>b|Wq_j@yc(GI;koB$}u2GSh<`X@yBVkJ7?5-w|P9Z(QXH`z>4% zDsM}+OiX%=PKV4SbKsK*V|XR1aP|jd9a5@o^t+)V}rYj8uyj%G%oTP z2n@Pt7Z7C=88HNp+^M$bZdh__+x9ScnO-||e?mcPTGJJX9fIc8T8H&~;ZOtRiBG}c z_~^hS1gWuByui%tp3@QVqjgl;l#;*NkdcYF1WlieHFfcKj*YmEqe5R=jXMhfe0)C5 zTwG_-+cCc1zh7F<)4|6NAKq)V{ztXn7We6`N3TWXBvPY;FB5J6@D3c~InSd;fSpwN zl%jZ=w%p;}UQT9_0(UGMoKjJ z^eU6IGB&z2>s)RP@-d})=e-NLI=D=FbxDX#-iWO`ML~ztxh!UffX+UK{RCK{xe1vJ zS!qy)q|%>&El&D>O}ltQ-uB(Ke>O`>&bcqWrC)o$`iTbg5WTbjyZ;d^G>8+uXu<%=?Z{+ngo3f*BGCbm3?)8z z4pBkngeFM2%mu+%I3!Kl+34zx3LvhcEm|}v;j;1z8Ews@d-^e<%owDaerUGFI zP(rsUM2!^v{GqE~WU*4Nq2t~G+2(NA7ymxq&V#Lf85`?>?#D>{pw1N_>A&w<2_@y=(7f_e?=fk}- zh&Mq;zLdrCY#%fSU5jb(z!vw;CExlyPrqIm{~YM^olbz#1x*M5aEd1wvhBG;)H{0& zOpRMe>QCYBR9~n~cn!j7Nt^By{eVt-4t*UD!smo!M`sBgj=5^Vcb+%v!%t#-Xl%j-BP0e06Ieh!JqvsN1sVtYj-?MorpFAT7}oZco)=u z8_S49RmrdBdk<75IZhvny7{N^Bga|Sj-?!3M>&(UvP^NdD=S0BPZt9~Gt8_-m_{Q5@TXKXf!^Y+SuJxwQldP|v zM$s{IRG0l&N0N(*$>~MW`~~Je2&DW7sBOmJ$HPN$nxip z+)IvII}GYnKr48qgD2nIrl#kksP&yV?M-d=+r+A!Q`8%*cYMQ|Ni_S-o5qa-CkJXruBmRIEBe%c!XXpQag6aW-@{%p0Cf%G<)^<-%!#W2-yzhi4Lx;KWhTB0?03;eU$uH8f z)!^!IKP>#MXhp%f*Ky3oX~JvW=V@%dcr+V!(n&d_2qb;-wO_Vb0|Sd>>SDiQxf~`^?txm@msZT zoQ{71i0YjfGZ)5v$u1|e2-rhjzuTmZ<~L9QWf19}Qs@QFUYvNQw0A-(6Ps^# z5&TG_8myx^wM+6n4#=G8v&qG7H6O-v^Vm-!S9UPpHxLaKEooE_6^^EG8bWlxEqXH~ zbEe0Tk?}vZtD_iEV@jDy{J_sI@3Mc$`_xWf0Fc+F>@qLzj;RSEOW}G|v+DL$-lNK_ z-nnZ1h=;p!f7?ZE@|R}lVeH>1=gz6FWm34@w?2LB^M~3=a{)=viN`+O>JVlQJG>Qa z&j+NA{}u3Np;L8LOR29v%#>LWM7&Y6MY!Xta%xhKcTfnR<0 zKmd4W=*W{h4>n=I0RT)%008g+-~h<}aW*tDbT-r%wsWy{cJ$B}RFKq{)1(s@QJ|BR zR#Bi67SR_`X43aG*Ee=@)pupmXJKMtVPl~Cy&@>U0HDbGPwf9WntvVEh$PW`cf-Hn zarvgju5$Ot=75+$%`YcMMs9{i_@`_QOg$@lvyzw9#~|8vFUQ4btD?TW{1aPQ8tS%-`G06EEv zgzYUDuq34%H6{+nb+CNmm~&?5o&1Z#*Rs7MHfbg~3)=AhjOJ?*Hns^fka|ZovU^jj zdfqeD_+QDcw`SaPHY5_fl6tF@f2(YKn>Jg0PY<%rM}ZUCb&g85k1iTKYDG>yV90LR zm#^kdFJ2UVDT*it@ZHC7cBT&d1EN{@sIuV_p}3wgWw==#y~T)v z{)7O%8;}3TJ;<>i3~V^kNg=Pk>$if+7#(*6%Hq)2&P~;$BUn+b)5}{FJAa5kvQ98V z5V3`e=iN)?!t2O2J>~(k185DGlI_?uW~Jr$olq&Q1w(qj1i})S*#WeP>sq)(cJ$wCTPKV<|un0+%1-AHjVDI7f_ZuwEn#BIbTTzvIUk^|sK%?BiaSxp& z-&dG{U<2h<5bZf0&D!WlH$);hI0ZqGE6O;x|3)#H%pgejuq zS?ErY0d8KGBRS1&O<%%*i~Cf52(n{`Ky1xjgERo10*)oP<7t|TlXaCg1KZ|N?DPo| zhL47Rt}tEh{EarB^yEDFou&PjL_e6ewiN+9+1QHASd7Y1S zBwBY+V?a(nPSqRfE!cImPoT<_HuC+o_;WoJ43UNQ)50sb0Dbau3UjnzB#yi4PQNpQ z3x7L@G{=a5J$o+ExX`s+h& z+ZOe5KmyKdg+o+XymFNUegZF>XTR_NX9m~qn2{3BJ~+?(8o9@&wG8I z>!c(HXhUU3i+q}}FRkZn9FomgiYcq-*?TPF)4Uq&3h~;I)iEyb(WJ%RoFmSysfs1bjSpm&sQpZ;VTUSLn90S&0M(q!Cc@=ejzN9ihzTcr--& zSnQfJ@ep{YiozaXvzS^8vx~h&yvL54p$G^iK%S+V8x#THWC_&A1ahr890Cs0;f^=Y zlRKm08f@aPbh&`1RqBlI$pq4}Z$J(|nYlW)z1Q>-^R?TOyTC`2I>0&$SqA6UtQ=Gv z4%X~a&xeS8SUC0_LO|@&iGNw}U9{69+p1lsUGIphhHYBwv<0teJ4J2taQE3+|DJ#G zN{X)G+T=u#OcZ%kaEZJ6eGbLtXdij)UpDtH#)~&=_v}gS|BGDfUx_I6-c6q@eUnDg zOrfS#?b_y}wdixIf(kdgM#BuZ^@=%Rer;DCU^(m4>NSLaFM)xz@|U8S5EgHJYRq>^ zT6WBx2b{OnCYNfGBEn=-0AW^3?5YU`4gzWed)V=zcnlubj`CPhwar<8i5%P199I~b zpMsnwuJF1^y3)Gl(4b?S^B-5VwYiPEq%?lBvo#grrT0})An<=hBx)V76{cmvS_=vbiEn{&)K z>`K=RupBqDaO{EMLkFLMKA4h388@EqkoaSfKJv15tXcRLa=!4v)h;BxUyo(QP@k;3 zq0|VBcL{>|laT%j%?fp=F)HJCMvFT{;ZXLj8#mo0v(Ik!=g9}lBkzrrBuNHX=@i+= z=JsI)?Q;T$n$HAZD4L#=;}}yYc~A9BEy6Z8v5=Z`GRG~dLYtd($;7@r0vLze*kk|g zdD5ql#9`vl2hdKuYPB;@HS#%9hreik)}7oytQYxw$fD7YGraKVH2m5 zc*2q#?tGqh-K-0$8(9nXPjNwNGp`d+<8TnbM)@<-X>AZdtti4(fH!a#a69mffl;Z_ z-qu~iM&-`N0(w&paVEL-UYf7Y?0peE!PC{O4KhiL0YOLqp{`!p6Vsk$7BEOno?7*F zVbq_xF{|9XF7^RyK+rXTRu_@j+O;RA-CE9C_ZVc3rg;!f9`MTL)561S3pHrhfc1oj z)QpSY+KT3UO7XVG4JG%mX*33446L3@T!XMsw-H;4s-X7%sr?~5W93Z>GwEhqtFUQW ze?&)a8ar0|8+r^1WNXA4nSuM8?w*Y!0x?mxuRiKEs=rTee(+s5EwQN0z7?60|>haK;n|+ODaw0jWSCl`QRXK6Ke#(iT=$)JtVKz1yAPf zu=n(}-0wJGg;snod16;i8Hx&fDR#+!r+JVJOSZFgiUOyh(&QgJK)#Mxd?Dv?W08ja z$1*pxa&LWSm)Nx)kDXiGg0N1Lgv6j}AYk9UdKyIos>Z5GhQJ-IL~VTv5>Okr zo&IX*%{1RPFl?gt0Jj#i^-RIB_XyBvT34Jy_Wm)w_|SsAy=3_}^kMl`fXDlGN>yCM=7LQw~uft9f9UMgV~rW5$t z2n2a?U8)Bn>??^4vrjYHnWi97U6)x9I{K+sn^Ah~+&Vwd8%7}$1BoHqK21Lz-9E3_ z-0~EVsI^}W;w!m?=bwl{`i9Lm*98SX8@^x(yWG0bryE3C)$k08qdd~W3(KKC{jAAd z)U=^|%{N4F^G7&P*er^XD98RtNIU+H9^ybWk;5PlZ2D*x4ROTBgur+2v1mO$-(BfC zN_`WW1kNYAvQyYS*WzKIoJBJ8i9(#GE+=4rrNk0V+YSs@@T!LZFn=hq>x0{Xos`o@ z0RT9pqF;{NKne^8mQZ1BkVLAF(o!axE??r$jH)}nfn5cr)$l!TAq5#Bzn=jLPADGt z3N=B;4i9MNL`g0)EY`gVg61S8sSE{3SHY9pmqJVgaMBZ0T%t1q(b@yS3#vh_07hxi zAuS66hEy#H(`*I`LrbF$19Bl-weBc@FKFl#OG$OydS@`ULq>OT2#khhJUkA@Q)XUb z9}J8Jl12hd@RYEL#$&~4$MsTF=wV-0US}%5h#Oyd4k-h9VCt`7gmDQe1HGKLaPaRw zh{FhKN}!I40X1VMIn19` z|K!dEwVrkRMU4+5Z-ldWR6M4TGDtd0nc2B4pW^e=8QW`W6$>%gP_b$V_=lDm_(*6W zg5mp+n5**r=a~CL>jo;C6Z3}|0V{e|!Rv(LZ09|I{IOY%0zD2V7|ozFLhHuX(M0V1 z0~oL;cdNnH@xCczIq_D~lboVdC62XvIunSqZ6C1!g<<1dW+=^>PJ6BUi9)SVji%Z` z@1q=BN9HfGX76suOx89?d-PL;i!+S*l??0H*ArS9pE6#|ky|%%|D~~im-60i@4XXN z`vxoCn(km)3U|VbhA%b?wd~zt1q-&r24zMibt%@+*Xu)Bikdqlwjw+s<2@tifZm|a z@6gQ1#~aNNKlmv~0|L1pNP!*b361VE>5+{Cm*< ME|cKE?+M_40q?`|_y7O^ literal 0 HcmV?d00001 diff --git a/GDP_analyse/Country_data.csv b/GDP_analyse/Country_data.csv new file mode 100644 index 0000000..3de18dc --- /dev/null +++ b/GDP_analyse/Country_data.csv @@ -0,0 +1,267 @@ +"Country Name","Country Code","Region","Income_Group", +"阿鲁巴","ABW","","高收入国家", +"阿富汗","AFG","南亚","低收入国家", +"安哥拉","AGO","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"阿尔巴尼亚","ALB","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"安道尔共和国","AND","","高收入国家", +"阿拉伯联盟国家","ARB","","", +"阿拉伯联合酋长国","ARE","","高收入国家", +"阿根廷","ARG","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"亚美尼亚","ARM","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"美属萨摩亚","ASM","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"安提瓜和巴布达","ATG","","高收入国家", +"澳大利亚","AUS","","高收入国家", +"奥地利","AUT","","高收入国家", +"阿塞拜疆","AZE","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"布隆迪","BDI","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"比利时","BEL","","高收入国家", +"贝宁","BEN","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"布基纳法索","BFA","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"孟加拉国","BGD","南亚","中低等收入国家", +"保加利亚","BGR","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"巴林","BHR","","高收入国家", +"巴哈马","BHS","","高收入国家", +"波斯尼亚和黑塞哥维那","BIH","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"白俄罗斯","BLR","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"伯利兹","BLZ","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"百慕大","BMU","","高收入国家", +"玻利维亚","BOL","拉丁美洲与加勒比海地区（不包括高收入）","中低等收入国家", +"巴西","BRA","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"巴巴多斯","BRB","","高收入国家", +"文莱达鲁萨兰国","BRN","","高收入国家", +"不丹","BTN","南亚","中低等收入国家", +"博茨瓦纳","BWA","撒哈拉以南非洲地区（不包括高收入）","中高等收入国家", +"中非共和国","CAF","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"加拿大","CAN","","高收入国家", +"中歐和波羅的海 +","CEB","","", +"瑞士","CHE","","高收入国家", +"海峡群岛","CHI","","高收入国家", +"智利","CHL","","高收入国家", +"中国","CHN","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"科特迪瓦","CIV","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"喀麦隆","CMR","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"刚果（金）","COD","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"刚果（布）","COG","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"哥伦比亚","COL","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"科摩罗","COM","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"佛得角","CPV","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"哥斯达黎加","CRI","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"加勒比小国","CSS","","", +"古巴","CUB","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"库拉索","CUW","","高收入国家", +"开曼群岛","CYM","","高收入国家", +"塞浦路斯","CYP","","高收入国家", +"捷克共和国","CZE","","高收入国家", +"德国","DEU","","高收入国家", +"吉布提","DJI","中东与北非地区（不包括高收入）","中低等收入国家", +"多米尼克","DMA","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"丹麦","DNK","","高收入国家", +"多米尼加共和国","DOM","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"阿尔及利亚","DZA","中东与北非地区（不包括高收入）","中高等收入国家", +"东亚与太平洋地区（不包括高收入）","EAP","","", +"早人口紅利","EAR","","", +"东亚与太平洋地区","EAS","","", +"欧洲与中亚地区（不包括高收入）","ECA","","", +"欧洲与中亚地区","ECS","","", +"厄瓜多尔","ECU","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"阿拉伯埃及共和国","EGY","中东与北非地区（不包括高收入）","中低等收入国家", +"欧洲货币联盟","EMU","","", +"厄立特里亚","ERI","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"西班牙","ESP","","高收入国家", +"爱沙尼亚","EST","","高收入国家", +"埃塞俄比亚","ETH","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"欧洲联盟","EUU","","", +"脆弱和受衝突影響的情況下 +","FCS","","", +"芬兰","FIN","","高收入国家", +"斐济","FJI","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"法国","FRA","","高收入国家", +"法罗群岛","FRO","","高收入国家", +"密克罗尼西亚联邦","FSM","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"加蓬","GAB","撒哈拉以南非洲地区（不包括高收入）","中高等收入国家", +"英国","GBR","","高收入国家", +"格鲁吉亚","GEO","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"加纳","GHA","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"直布罗陀","GIB","","高收入国家", +"几内亚","GIN","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"冈比亚","GMB","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"几内亚比绍共和国","GNB","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"赤道几内亚","GNQ","撒哈拉以南非洲地区（不包括高收入）","中高等收入国家", +"希腊","GRC","","高收入国家", +"格林纳达","GRD","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"格陵兰","GRL","","高收入国家", +"危地马拉","GTM","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"关岛","GUM","","高收入国家", +"圭亚那","GUY","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"高收入国家","HIC","","", +"中国香港特别行政区","HKG","","高收入国家", +"洪都拉斯","HND","拉丁美洲与加勒比海地区（不包括高收入）","中低等收入国家", +"重债穷国 (HIPC)","HPC","","", +"克罗地亚","HRV","","高收入国家", +"海地","HTI","拉丁美洲与加勒比海地区（不包括高收入）","低收入国家", +"匈牙利","HUN","","高收入国家", +"只有IBRD","IBD","","", +"IBRD与IDA","IBT","","", +"IDA總","IDA","","", +"IDA混合","IDB","","", +"印度尼西亚","IDN","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"只有IDA","IDX","","", +"马恩岛","IMN","","高收入国家", +"印度","IND","南亚","中低等收入国家", +"未分类国家","INX","","", +"爱尔兰","IRL","","高收入国家", +"伊朗伊斯兰共和国 ","IRN","中东与北非地区（不包括高收入）","中高等收入国家", +"伊拉克","IRQ","中东与北非地区（不包括高收入）","中高等收入国家", +"冰岛","ISL","","高收入国家", +"以色列","ISR","","高收入国家", +"意大利","ITA","","高收入国家", +"牙买加","JAM","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"约旦","JOR","中东与北非地区（不包括高收入）","中高等收入国家", +"日本","JPN","","高收入国家", +"哈萨克斯坦","KAZ","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"肯尼亚","KEN","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"吉尔吉斯斯坦","KGZ","欧洲与中亚地区（不包括高收入）","中低等收入国家", +"柬埔寨","KHM","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"基里巴斯","KIR","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"圣基茨和尼维斯","KNA","","高收入国家", +"大韩民国","KOR","","高收入国家", +"科威特","KWT","","高收入国家", +"拉丁美洲与加勒比海地区（不包括高收入）","LAC","","", +"老挝","LAO","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"黎巴嫩","LBN","中东与北非地区（不包括高收入）","中高等收入国家", +"利比里亚","LBR","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"利比亚","LBY","中东与北非地区（不包括高收入）","中高等收入国家", +"圣卢西亚","LCA","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"拉丁美洲与加勒比海地区","LCN","","", +"最不发达国家：联合国分类","LDC","","", +"低收入国家","LIC","","", +"列支敦士登","LIE","","高收入国家", +"斯里兰卡","LKA","南亚","中高等收入国家", +"中低等收入国家","LMC","","", +"中低收入国家","LMY","","", +"莱索托","LSO","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"後期人口紅利","LTE","","", +"立陶宛","LTU","","高收入国家", +"卢森堡","LUX","","高收入国家", +"拉脱维亚","LVA","","高收入国家", +"中国澳门特别行政区","MAC","","高收入国家", +"圣马丁（法属）","MAF","","高收入国家", +"摩洛哥","MAR","中东与北非地区（不包括高收入）","中低等收入国家", +"摩纳哥","MCO","","高收入国家", +"摩尔多瓦","MDA","欧洲与中亚地区（不包括高收入）","中低等收入国家", +"马达加斯加","MDG","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"马尔代夫","MDV","南亚","中高等收入国家", +"中东与北非地区","MEA","","", +"墨西哥","MEX","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"马绍尔群岛","MHL","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"中等收入国家","MIC","","", +"北马其顿","MKD","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"马里","MLI","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"马耳他","MLT","","高收入国家", +"缅甸","MMR","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"中东与北非地区（不包括高收入）","MNA","","", +"黑山","MNE","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"蒙古","MNG","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"北马里亚纳群岛","MNP","","高收入国家", +"莫桑比克","MOZ","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"毛里塔尼亚","MRT","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"毛里求斯","MUS","撒哈拉以南非洲地区（不包括高收入）","中高等收入国家", +"马拉维","MWI","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"马来西亚","MYS","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"北美","NAC","","", +"纳米比亚","NAM","撒哈拉以南非洲地区（不包括高收入）","中高等收入国家", +"新喀里多尼亚","NCL","","高收入国家", +"尼日尔","NER","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"尼日利亚","NGA","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"尼加拉瓜","NIC","拉丁美洲与加勒比海地区（不包括高收入）","中低等收入国家", +"荷兰","NLD","","高收入国家", +"挪威","NOR","","高收入国家", +"尼泊尔","NPL","南亚","低收入国家", +"瑙魯","NRU","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"新西兰","NZL","","高收入国家", +"经合组织成员","OED","","", +"阿曼","OMN","","高收入国家", +"其他小国","OSS","","", +"巴基斯坦","PAK","南亚","中低等收入国家", +"巴拿马","PAN","","高收入国家", +"秘鲁","PER","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"菲律宾","PHL","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"帕劳","PLW","","高收入国家", +"巴布亚新几内亚","PNG","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"波兰","POL","","高收入国家", +"預人口紅利","PRE","","", +"波多黎各","PRI","","高收入国家", +"朝鲜民主主义人民共和国","PRK","东亚与太平洋地区（不包括高收入）","低收入国家", +"葡萄牙","PRT","","高收入国家", +"巴拉圭","PRY","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"约旦河西岸和加沙","PSE","中东与北非地区（不包括高收入）","中低等收入国家", +"太平洋岛国","PSS","","", +"人口紅利之後","PST","","", +"法属波利尼西亚","PYF","","高收入国家", +"卡塔尔","QAT","","高收入国家", +"罗马尼亚","ROU","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"俄罗斯联邦","RUS","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"卢旺达","RWA","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"南亚","SAS","","", +"沙特阿拉伯","SAU","","高收入国家", +"苏丹","SDN","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"塞内加尔","SEN","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"新加坡","SGP","","高收入国家", +"所罗门群岛","SLB","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"塞拉利昂","SLE","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"萨尔瓦多","SLV","拉丁美洲与加勒比海地区（不包括高收入）","中低等收入国家", +"圣马力诺","SMR","","高收入国家", +"索马里","SOM","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"塞尔维亚","SRB","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"撒哈拉以南非洲地区（不包括高收入）","SSA","","", +"南苏丹","SSD","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"撒哈拉以南非洲地区","SSF","","", +"小国","SST","","", +"圣多美和普林西比","STP","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"苏里南","SUR","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"斯洛伐克共和国","SVK","","高收入国家", +"斯洛文尼亚","SVN","","高收入国家", +"瑞典","SWE","","高收入国家", +"斯威士兰","SWZ","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"圣马丁(荷属)","SXM","","高收入国家", +"塞舌尔","SYC","","高收入国家", +"阿拉伯叙利亚共和国","SYR","中东与北非地区（不包括高收入）","低收入国家", +"特克斯科斯群岛","TCA","","高收入国家", +"乍得","TCD","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"东亚与太平洋地区 (IBRD与IDA)","TEA","","", +"欧洲与中亚地区 (IBRD与IDA)","TEC","","", +"多哥","TGO","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"泰国","THA","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"塔吉克斯坦","TJK","欧洲与中亚地区（不包括高收入）","低收入国家", +"土库曼斯坦","TKM","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"拉丁美洲与加勒比海地区 (IBRD与IDA)","TLA","","", +"东帝汶","TLS","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"中东与北非地区 (IBRD与IDA)","TMN","","", +"汤加","TON","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"南亚 (IBRD与IDA)","TSA","","", +"撒哈拉以南非洲地区 (IBRD与IDA)","TSS","","", +"特立尼达和多巴哥","TTO","","高收入国家", +"突尼斯","TUN","中东与北非地区（不包括高收入）","中低等收入国家", +"土耳其","TUR","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"图瓦卢","TUV","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"坦桑尼亚","TZA","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"乌干达","UGA","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"乌克兰","UKR","欧洲与中亚地区（不包括高收入）","中低等收入国家", +"中高等收入国家","UMC","","", +"乌拉圭","URY","","高收入国家", +"美国","USA","","高收入国家", +"乌兹别克斯坦","UZB","欧洲与中亚地区（不包括高收入）","中低等收入国家", +"圣文森特和格林纳丁斯","VCT","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"委内瑞拉玻利瓦尔共和国","VEN","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"英屬維爾京群島","VGB","","高收入国家", +"美属维京群岛","VIR","","高收入国家", +"越南","VNM","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"瓦努阿图","VUT","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"世界","WLD","","", +"萨摩亚","WSM","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"科索沃","XKX","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"也门共和国","YEM","中东与北非地区（不包括高收入）","低收入国家", +"南非","ZAF","撒哈拉以南非洲地区（不包括高收入）","中高等收入国家", +"赞比亚","ZMB","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"津巴布韦","ZWE","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", diff --git a/GDP_analyse/GDP_analyse.ipynb b/GDP_analyse/GDP_analyse.ipynb new file mode 100644 index 0000000..7b87c81 --- /dev/null +++ b/GDP_analyse/GDP_analyse.ipynb @@ -0,0 +1,7133 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "from pyecharts import options as opts\n", + "from pyecharts.charts import Pie, Bar" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "gdp = pd.read_csv('GDP_data.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "country = pd.read_csv('Country_data.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "country_data = country.dropna(subset=['Income_Group'])" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeRegionIncome_GroupUnnamed: 4
0阿鲁巴ABWNaN高收入国家NaN
1阿富汗AFG南亚低收入国家NaN
2安哥拉AGO撒哈拉以南非洲地区（不包括高收入）中低等收入国家NaN
3阿尔巴尼亚ALB欧洲与中亚地区（不包括高收入）中高等收入国家NaN
4安道尔共和国ANDNaN高收入国家NaN
..................
259科索沃XKX欧洲与中亚地区（不包括高收入）中高等收入国家NaN
260也门共和国YEM中东与北非地区（不包括高收入）低收入国家NaN
261南非ZAF撒哈拉以南非洲地区（不包括高收入）中高等收入国家NaN
262赞比亚ZMB撒哈拉以南非洲地区（不包括高收入）中低等收入国家NaN
263津巴布韦ZWE撒哈拉以南非洲地区（不包括高收入）中低等收入国家NaN
\n", + "

217 rows × 5 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Region Income_Group Unnamed: 4\n", + "0 阿鲁巴 ABW NaN 高收入国家 NaN\n", + "1 阿富汗 AFG 南亚 低收入国家 NaN\n", + "2 安哥拉 AGO 撒哈拉以南非洲地区（不包括高收入） 中低等收入国家 NaN\n", + "3 阿尔巴尼亚 ALB 欧洲与中亚地区（不包括高收入） 中高等收入国家 NaN\n", + "4 安道尔共和国 AND NaN 高收入国家 NaN\n", + ".. ... ... ... ... ...\n", + "259 科索沃 XKX 欧洲与中亚地区（不包括高收入） 中高等收入国家 NaN\n", + "260 也门共和国 YEM 中东与北非地区（不包括高收入） 低收入国家 NaN\n", + "261 南非 ZAF 撒哈拉以南非洲地区（不包括高收入） 中高等收入国家 NaN\n", + "262 赞比亚 ZMB 撒哈拉以南非洲地区（不包括高收入） 中低等收入国家 NaN\n", + "263 津巴布韦 ZWE 撒哈拉以南非洲地区（不包括高收入） 中低等收入国家 NaN\n", + "\n", + "[217 rows x 5 columns]" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "country_data" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [], + "source": [ + "rank_cuntry = country_data.groupby('Income_Group').size()" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[47, 60, 31, 79]" + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "country_data.groupby('Income_Group').size().values.tolist()" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 81, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# 各个收入等级分布\n", + "pie = Pie()\n", + "pie.add(\"\", [list(z) for z in zip(rank_cuntry.index.tolist(), rank_cuntry.values.tolist())],\n", + " radius=[\"30%\", \"75%\"], center=[\"45%\", \"50%\"], rosetype=\"radius\",\n", + " )\n", + "pie.set_global_opts(title_opts=opts.TitleOpts(title=\"各个收入等级分布\"))\n", + "pie.set_series_opts(label_opts=opts.LabelOpts(formatter=\"{b}, {d}%\"))\n", + "pie.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": {}, + "outputs": [], + "source": [ + "high = country_data[country_data['Income_Group'] == '高收入国家']" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# 高收入国家2018年的GDP\n", + "high_gdp = pd.merge(high, gdp, how='inner')\n", + "high_gdp['2018'] = high_gdp['2018'].apply(lambda x: x/1000000000000)\n", + "high_gdp_top10 = high_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:10]" + ] + }, + { + "cell_type": "code", + "execution_count": 101, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 101, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bar = Bar()\n", + "bar.add_xaxis(high_gdp_top10['Country Name'].values.tolist())\n", + "bar.add_yaxis(\"\", high_gdp_top10['2018'].values.tolist())\n", + "bar.reversal_axis()\n", + "bar.set_series_opts(label_opts=opts.LabelOpts(position=\"right\"))\n", + "bar.set_global_opts(title_opts=opts.TitleOpts(title=\"高收入国家GDP Top10\", subtitle=\"\"),\n", + " xaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " ),)\n", + "bar.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 113, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "high_gdp_top20 = high_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:20]\n", + "\n", + "bar = Bar()\n", + "bar.add_xaxis(high_gdp_top20['Country Name'].values.tolist())\n", + "bar.add_yaxis(\"\", high_gdp_top20['2018'].values.tolist())\n", + "bar.reversal_axis()\n", + "bar.set_series_opts(label_opts=opts.LabelOpts(position=\"right\"))\n", + "bar.set_global_opts(title_opts=opts.TitleOpts(title=\"高收入国家GDP Top20\", subtitle=\"\"),\n", + " xaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " ),)\n", + "bar.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 119, + "metadata": {}, + "outputs": [], + "source": [ + "# 中高等收入国家\n", + "mid_high = country_data[country_data['Income_Group'] == '中高等收入国家']\n", + "mid_high_gdp = pd.merge(mid_high, gdp, how='inner')\n", + "mid_high_gdp['2018'] = mid_high_gdp['2018'].apply(lambda x: x/1000000000000)\n", + "mid_high_gdp_top10 = mid_high_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:10]\n", + "mid_high_gdp_top20 = mid_high_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:20]" + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 117, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bar = Bar()\n", + "bar.add_xaxis(mid_high_gdp_top10['Country Name'].values.tolist())\n", + "bar.add_yaxis(\"\", mid_high_gdp_top10['2018'].values.tolist())\n", + "bar.reversal_axis()\n", + "bar.set_series_opts(label_opts=opts.LabelOpts(position=\"right\"))\n", + "bar.set_global_opts(title_opts=opts.TitleOpts(title=\"中高等收入国家GDP Top10\", subtitle=\"\"),\n", + " xaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " ),)\n", + "bar.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 120, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 120, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bar = Bar()\n", + "bar.add_xaxis(mid_high_gdp_top20['Country Name'].values.tolist())\n", + "bar.add_yaxis(\"\", mid_high_gdp_top20['2018'].values.tolist())\n", + "bar.reversal_axis()\n", + "bar.set_series_opts(label_opts=opts.LabelOpts(position=\"right\"))\n", + "bar.set_global_opts(title_opts=opts.TitleOpts(title=\"中高等收入国家GDP Top20\", subtitle=\"\"),\n", + " xaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " ),)\n", + "bar.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "metadata": {}, + "outputs": [], + "source": [ + "# 中低等收入国家\n", + "mid_low = country_data[country_data['Income_Group'] == '中低等收入国家']\n", + "mid_low_gdp = pd.merge(mid_low, gdp, how='inner')\n", + "mid_low_gdp['2018'] = mid_low_gdp['2018'].apply(lambda x: x/1000000000000)\n", + "mid_low_gdp_top10 = mid_low_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:10]\n", + "mid_low_gdp_top20 = mid_low_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:20]" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 122, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bar = Bar()\n", + "bar.add_xaxis(mid_low_gdp_top10['Country Name'].values.tolist())\n", + "bar.add_yaxis(\"\", mid_low_gdp_top10['2018'].values.tolist())\n", + "bar.reversal_axis()\n", + "bar.set_series_opts(label_opts=opts.LabelOpts(position=\"right\"))\n", + "bar.set_global_opts(title_opts=opts.TitleOpts(title=\"中低等收入国家GDP Top10\", subtitle=\"\"),\n", + " xaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " ),)\n", + "bar.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 123, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bar = Bar()\n", + "bar.add_xaxis(mid_low_gdp_top20['Country Name'].values.tolist())\n", + "bar.add_yaxis(\"\", mid_low_gdp_top20['2018'].values.tolist())\n", + "bar.reversal_axis()\n", + "bar.set_series_opts(label_opts=opts.LabelOpts(position=\"right\"))\n", + "bar.set_global_opts(title_opts=opts.TitleOpts(title=\"中低等收入国家GDP Top20\", subtitle=\"\"),\n", + " xaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " ),)\n", + "bar.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "metadata": {}, + "outputs": [], + "source": [ + "# 低等收入国家\n", + "low = country_data[country_data['Income_Group'] == '低收入国家']\n", + "low_gdp = pd.merge(low, gdp, how='inner')\n", + "low_gdp['2018'] = low_gdp['2018'].apply(lambda x: x/1000000000000)\n", + "low_gdp_top10 = low_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:10]\n", + "low_gdp_top20 = low_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:20]" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 127, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bar = Bar()\n", + "bar.add_xaxis(low_gdp_top10['Country Name'].values.tolist())\n", + "bar.add_yaxis(\"\", low_gdp_top10['2018'].values.tolist())\n", + "bar.reversal_axis()\n", + "bar.set_series_opts(label_opts=opts.LabelOpts(position=\"right\"))\n", + "bar.set_global_opts(title_opts=opts.TitleOpts(title=\"低等收入国家GDP Top10\", subtitle=\"\"),\n", + " xaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " ),)\n", + "bar.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 129, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 129, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bar = Bar()\n", + "bar.add_xaxis(low_gdp_top20['Country Name'].values.tolist())\n", + "bar.add_yaxis(\"\", low_gdp_top20['2018'].values.tolist())\n", + "bar.reversal_axis()\n", + "bar.set_series_opts(label_opts=opts.LabelOpts(position=\"right\"))\n", + "bar.set_global_opts(title_opts=opts.TitleOpts(title=\"低等收入国家GDP Top20\", subtitle=\"\"),\n", + " xaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " ),)\n", + "bar.render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeRegionIncome_GroupUnnamed: 4Indicator NameIndicator Code196019611962...201120122013201420152016201720182019Unnamed: 64
0阿鲁巴ABWNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...2.549721e+092.534637e+092.581564e+092.649721e+092.691620e+092.646927e+092.700559e+09NaNNaNNaN
1安道尔共和国ANDNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...3.442063e+093.164615e+093.281585e+093.350736e+092.811489e+092.877312e+093.013387e+093.236544e+09NaNNaN
2阿拉伯联合酋长国ARENaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...3.506660e+113.745906e+113.901076e+114.031371e+113.581351e+113.570451e+113.825751e+114.141789e+11NaNNaN
3安提瓜和巴布达ATGNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...1.142043e+091.211412e+091.192920e+091.275577e+091.359195e+091.464630e+091.510085e+091.623804e+09NaNNaN
4澳大利亚AUSNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD1.857767e+101.965394e+101.989249e+10...1.396650e+121.546152e+121.576184e+121.467484e+121.351520e+121.210028e+121.330803e+121.432195e+12NaNNaN
..................................................................
74特立尼达和多巴哥TTONaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD5.356701e+085.849612e+086.193192e+08...2.543301e+102.576933e+102.711026e+102.747797e+102.512152e+102.174639e+102.225046e+102.341035e+10NaNNaN
75乌拉圭URYNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD1.242289e+091.547389e+091.710004e+09...4.796244e+105.126439e+105.753123e+105.723601e+105.327430e+105.268761e+105.648899e+105.959689e+10NaNNaN
76美国USANaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD5.433000e+115.633000e+116.051000e+11...1.554258e+131.619701e+131.678485e+131.752175e+131.821930e+131.870719e+131.948539e+132.049410e+13NaNNaN
77英屬維爾京群島VGBNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
78美属维京群岛VIRNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...4.239000e+094.095000e+093.762000e+093.622000e+093.748000e+093.863000e+093.855000e+09NaNNaNNaN
\n", + "

79 rows × 68 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Region Income_Group Unnamed: 4 Indicator Name \\\n", + "0 阿鲁巴 ABW NaN 高收入国家 NaN GDP（现价美元） \n", + "1 安道尔共和国 AND NaN 高收入国家 NaN GDP（现价美元） \n", + "2 阿拉伯联合酋长国 ARE NaN 高收入国家 NaN GDP（现价美元） \n", + "3 安提瓜和巴布达 ATG NaN 高收入国家 NaN GDP（现价美元） \n", + "4 澳大利亚 AUS NaN 高收入国家 NaN GDP（现价美元） \n", + ".. ... ... ... ... ... ... \n", + "74 特立尼达和多巴哥 TTO NaN 高收入国家 NaN GDP（现价美元） \n", + "75 乌拉圭 URY NaN 高收入国家 NaN GDP（现价美元） \n", + "76 美国 USA NaN 高收入国家 NaN GDP（现价美元） \n", + "77 英屬維爾京群島 VGB NaN 高收入国家 NaN GDP（现价美元） \n", + "78 美属维京群岛 VIR NaN 高收入国家 NaN GDP（现价美元） \n", + "\n", + " Indicator Code 1960 1961 1962 ... \\\n", + "0 NY.GDP.MKTP.CD NaN NaN NaN ... \n", + "1 NY.GDP.MKTP.CD NaN NaN NaN ... \n", + "2 NY.GDP.MKTP.CD NaN NaN NaN ... \n", + "3 NY.GDP.MKTP.CD NaN NaN NaN ... \n", + "4 NY.GDP.MKTP.CD 1.857767e+10 1.965394e+10 1.989249e+10 ... \n", + ".. ... ... ... ... ... \n", + "74 NY.GDP.MKTP.CD 5.356701e+08 5.849612e+08 6.193192e+08 ... \n", + "75 NY.GDP.MKTP.CD 1.242289e+09 1.547389e+09 1.710004e+09 ... \n", + "76 NY.GDP.MKTP.CD 5.433000e+11 5.633000e+11 6.051000e+11 ... \n", + "77 NY.GDP.MKTP.CD NaN NaN NaN ... \n", + "78 NY.GDP.MKTP.CD NaN NaN NaN ... \n", + "\n", + " 2011 2012 2013 2014 2015 \\\n", + "0 2.549721e+09 2.534637e+09 2.581564e+09 2.649721e+09 2.691620e+09 \n", + "1 3.442063e+09 3.164615e+09 3.281585e+09 3.350736e+09 2.811489e+09 \n", + "2 3.506660e+11 3.745906e+11 3.901076e+11 4.031371e+11 3.581351e+11 \n", + "3 1.142043e+09 1.211412e+09 1.192920e+09 1.275577e+09 1.359195e+09 \n", + "4 1.396650e+12 1.546152e+12 1.576184e+12 1.467484e+12 1.351520e+12 \n", + ".. ... ... ... ... ... \n", + "74 2.543301e+10 2.576933e+10 2.711026e+10 2.747797e+10 2.512152e+10 \n", + "75 4.796244e+10 5.126439e+10 5.753123e+10 5.723601e+10 5.327430e+10 \n", + "76 1.554258e+13 1.619701e+13 1.678485e+13 1.752175e+13 1.821930e+13 \n", + "77 NaN NaN NaN NaN NaN \n", + "78 4.239000e+09 4.095000e+09 3.762000e+09 3.622000e+09 3.748000e+09 \n", + "\n", + " 2016 2017 2018 2019 Unnamed: 64 \n", + "0 2.646927e+09 2.700559e+09 NaN NaN NaN \n", + "1 2.877312e+09 3.013387e+09 3.236544e+09 NaN NaN \n", + "2 3.570451e+11 3.825751e+11 4.141789e+11 NaN NaN \n", + "3 1.464630e+09 1.510085e+09 1.623804e+09 NaN NaN \n", + "4 1.210028e+12 1.330803e+12 1.432195e+12 NaN NaN \n", + ".. ... ... ... ... ... \n", + "74 2.174639e+10 2.225046e+10 2.341035e+10 NaN NaN \n", + "75 5.268761e+10 5.648899e+10 5.959689e+10 NaN NaN \n", + "76 1.870719e+13 1.948539e+13 2.049410e+13 NaN NaN \n", + "77 NaN NaN NaN NaN NaN \n", + "78 3.863000e+09 3.855000e+09 NaN NaN NaN \n", + "\n", + "[79 rows x 68 columns]" + ] + }, + "execution_count": 91, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "high_gdp" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeIndicator NameIndicator Code196019611962196319641965...201120122013201420152016201720182019Unnamed: 64
0阿鲁巴ABWGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaNNaNNaNNaN...2.549721e+092.534637e+092.581564e+092.649721e+092.691620e+092.646927e+092.700559e+09NaNNaNNaN
1阿富汗AFGGDP（现价美元）NY.GDP.MKTP.CD5.377778e+085.488889e+085.466667e+087.511112e+088.000000e+081.006667e+09...1.780428e+102.000162e+102.056105e+102.048487e+101.990711e+101.936264e+102.019176e+101.936297e+10NaNNaN
2安哥拉AGOGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaNNaNNaNNaN...1.117897e+111.280529e+111.367099e+111.457122e+111.161936e+111.011239e+111.221238e+111.057510e+11NaNNaN
3阿尔巴尼亚ALBGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaNNaNNaNNaN...1.289087e+101.231978e+101.277628e+101.322825e+101.138693e+101.186135e+101.302506e+101.505888e+10NaNNaN
4安道尔共和国ANDGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaNNaNNaNNaN...3.442063e+093.164615e+093.281585e+093.350736e+092.811489e+092.877312e+093.013387e+093.236544e+09NaNNaN
..................................................................
259科索沃XKXGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaNNaNNaNNaN...6.691827e+096.499936e+097.071960e+097.386891e+096.440612e+096.714712e+097.227765e+097.900269e+09NaNNaN
260也门共和国YEMGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaNNaNNaNNaN...3.272642e+103.540134e+104.041523e+104.322859e+104.262833e+103.096824e+102.681870e+102.691440e+10NaNNaN
261南非ZAFGDP（现价美元）NY.GDP.MKTP.CD7.575397e+097.972997e+098.497997e+099.423396e+091.037400e+101.133440e+10...4.164170e+113.963294e+113.666449e+113.506376e+113.174156e+112.963409e+113.492681e+113.682882e+11NaNNaN
262赞比亚ZMBGDP（现价美元）NY.GDP.MKTP.CD7.130000e+086.962857e+086.931429e+087.187143e+088.394286e+081.082857e+09...2.346010e+102.550337e+102.804546e+102.715063e+102.115439e+102.095475e+102.586814e+102.672007e+10NaNNaN
263津巴布韦ZWEGDP（现价美元）NY.GDP.MKTP.CD1.052990e+091.096647e+091.117602e+091.159512e+091.217138e+091.311436e+09...1.410192e+101.711485e+101.909102e+101.949552e+101.996312e+102.054868e+102.281301e+103.100052e+10NaNNaN
\n", + "

264 rows × 65 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Indicator Name Indicator Code 1960 \\\n", + "0 阿鲁巴 ABW GDP（现价美元） NY.GDP.MKTP.CD NaN \n", + "1 阿富汗 AFG GDP（现价美元） NY.GDP.MKTP.CD 5.377778e+08 \n", + "2 安哥拉 AGO GDP（现价美元） NY.GDP.MKTP.CD NaN \n", + "3 阿尔巴尼亚 ALB GDP（现价美元） NY.GDP.MKTP.CD NaN \n", + "4 安道尔共和国 AND GDP（现价美元） NY.GDP.MKTP.CD NaN \n", + ".. ... ... ... ... ... \n", + "259 科索沃 XKX GDP（现价美元） NY.GDP.MKTP.CD NaN \n", + "260 也门共和国 YEM GDP（现价美元） NY.GDP.MKTP.CD NaN \n", + "261 南非 ZAF GDP（现价美元） NY.GDP.MKTP.CD 7.575397e+09 \n", + "262 赞比亚 ZMB GDP（现价美元） NY.GDP.MKTP.CD 7.130000e+08 \n", + "263 津巴布韦 ZWE GDP（现价美元） NY.GDP.MKTP.CD 1.052990e+09 \n", + "\n", + " 1961 1962 1963 1964 1965 \\\n", + "0 NaN NaN NaN NaN NaN \n", + "1 5.488889e+08 5.466667e+08 7.511112e+08 8.000000e+08 1.006667e+09 \n", + "2 NaN NaN NaN NaN NaN \n", + "3 NaN NaN NaN NaN NaN \n", + "4 NaN NaN NaN NaN NaN \n", + ".. ... ... ... ... ... \n", + "259 NaN NaN NaN NaN NaN \n", + "260 NaN NaN NaN NaN NaN \n", + "261 7.972997e+09 8.497997e+09 9.423396e+09 1.037400e+10 1.133440e+10 \n", + "262 6.962857e+08 6.931429e+08 7.187143e+08 8.394286e+08 1.082857e+09 \n", + "263 1.096647e+09 1.117602e+09 1.159512e+09 1.217138e+09 1.311436e+09 \n", + "\n", + " ... 2011 2012 2013 2014 \\\n", + "0 ... 2.549721e+09 2.534637e+09 2.581564e+09 2.649721e+09 \n", + "1 ... 1.780428e+10 2.000162e+10 2.056105e+10 2.048487e+10 \n", + "2 ... 1.117897e+11 1.280529e+11 1.367099e+11 1.457122e+11 \n", + "3 ... 1.289087e+10 1.231978e+10 1.277628e+10 1.322825e+10 \n", + "4 ... 3.442063e+09 3.164615e+09 3.281585e+09 3.350736e+09 \n", + ".. ... ... ... ... ... \n", + "259 ... 6.691827e+09 6.499936e+09 7.071960e+09 7.386891e+09 \n", + "260 ... 3.272642e+10 3.540134e+10 4.041523e+10 4.322859e+10 \n", + "261 ... 4.164170e+11 3.963294e+11 3.666449e+11 3.506376e+11 \n", + "262 ... 2.346010e+10 2.550337e+10 2.804546e+10 2.715063e+10 \n", + "263 ... 1.410192e+10 1.711485e+10 1.909102e+10 1.949552e+10 \n", + "\n", + " 2015 2016 2017 2018 2019 Unnamed: 64 \n", + "0 2.691620e+09 2.646927e+09 2.700559e+09 NaN NaN NaN \n", + "1 1.990711e+10 1.936264e+10 2.019176e+10 1.936297e+10 NaN NaN \n", + "2 1.161936e+11 1.011239e+11 1.221238e+11 1.057510e+11 NaN NaN \n", + "3 1.138693e+10 1.186135e+10 1.302506e+10 1.505888e+10 NaN NaN \n", + "4 2.811489e+09 2.877312e+09 3.013387e+09 3.236544e+09 NaN NaN \n", + ".. ... ... ... ... ... ... \n", + "259 6.440612e+09 6.714712e+09 7.227765e+09 7.900269e+09 NaN NaN \n", + "260 4.262833e+10 3.096824e+10 2.681870e+10 2.691440e+10 NaN NaN \n", + "261 3.174156e+11 2.963409e+11 3.492681e+11 3.682882e+11 NaN NaN \n", + "262 2.115439e+10 2.095475e+10 2.586814e+10 2.672007e+10 NaN NaN \n", + "263 1.996312e+10 2.054868e+10 2.281301e+10 3.100052e+10 NaN NaN \n", + "\n", + "[264 rows x 65 columns]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gdp" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "country_gdp = pd.merge(country_data, gdp, how='inner')" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeRegionIncome_GroupUnnamed: 4Indicator NameIndicator Code196019611962...201120122013201420152016201720182019Unnamed: 64
0阿鲁巴ABWNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...2.549721e+092.534637e+092.581564e+092.649721e+092.691620e+092.646927e+092.700559e+09NaNNaNNaN
1阿富汗AFG南亚低收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD5.377778e+085.488889e+085.466667e+08...1.780428e+102.000162e+102.056105e+102.048487e+101.990711e+101.936264e+102.019176e+101.936297e+10NaNNaN
2安哥拉AGO撒哈拉以南非洲地区（不包括高收入）中低等收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...1.117897e+111.280529e+111.367099e+111.457122e+111.161936e+111.011239e+111.221238e+111.057510e+11NaNNaN
3阿尔巴尼亚ALB欧洲与中亚地区（不包括高收入）中高等收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...1.289087e+101.231978e+101.277628e+101.322825e+101.138693e+101.186135e+101.302506e+101.505888e+10NaNNaN
4安道尔共和国ANDNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...3.442063e+093.164615e+093.281585e+093.350736e+092.811489e+092.877312e+093.013387e+093.236544e+09NaNNaN
..................................................................
211科索沃XKX欧洲与中亚地区（不包括高收入）中高等收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...6.691827e+096.499936e+097.071960e+097.386891e+096.440612e+096.714712e+097.227765e+097.900269e+09NaNNaN
212也门共和国YEM中东与北非地区（不包括高收入）低收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...3.272642e+103.540134e+104.041523e+104.322859e+104.262833e+103.096824e+102.681870e+102.691440e+10NaNNaN
213南非ZAF撒哈拉以南非洲地区（不包括高收入）中高等收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD7.575397e+097.972997e+098.497997e+09...4.164170e+113.963294e+113.666449e+113.506376e+113.174156e+112.963409e+113.492681e+113.682882e+11NaNNaN
214赞比亚ZMB撒哈拉以南非洲地区（不包括高收入）中低等收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD7.130000e+086.962857e+086.931429e+08...2.346010e+102.550337e+102.804546e+102.715063e+102.115439e+102.095475e+102.586814e+102.672007e+10NaNNaN
215津巴布韦ZWE撒哈拉以南非洲地区（不包括高收入）中低等收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD1.052990e+091.096647e+091.117602e+09...1.410192e+101.711485e+101.909102e+101.949552e+101.996312e+102.054868e+102.281301e+103.100052e+10NaNNaN
\n", + "

216 rows × 68 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Region Income_Group Unnamed: 4 \\\n", + "0 阿鲁巴 ABW NaN 高收入国家 NaN \n", + "1 阿富汗 AFG 南亚 低收入国家 NaN \n", + "2 安哥拉 AGO 撒哈拉以南非洲地区（不包括高收入） 中低等收入国家 NaN \n", + "3 阿尔巴尼亚 ALB 欧洲与中亚地区（不包括高收入） 中高等收入国家 NaN \n", + "4 安道尔共和国 AND NaN 高收入国家 NaN \n", + ".. ... ... ... ... ... \n", + "211 科索沃 XKX 欧洲与中亚地区（不包括高收入） 中高等收入国家 NaN \n", + "212 也门共和国 YEM 中东与北非地区（不包括高收入） 低收入国家 NaN \n", + "213 南非 ZAF 撒哈拉以南非洲地区（不包括高收入） 中高等收入国家 NaN \n", + "214 赞比亚 ZMB 撒哈拉以南非洲地区（不包括高收入） 中低等收入国家 NaN \n", + "215 津巴布韦 ZWE 撒哈拉以南非洲地区（不包括高收入） 中低等收入国家 NaN \n", + "\n", + " Indicator Name Indicator Code 1960 1961 1962 \\\n", + "0 GDP（现价美元） NY.GDP.MKTP.CD NaN NaN NaN \n", + "1 GDP（现价美元） NY.GDP.MKTP.CD 5.377778e+08 5.488889e+08 5.466667e+08 \n", + "2 GDP（现价美元） NY.GDP.MKTP.CD NaN NaN NaN \n", + "3 GDP（现价美元） NY.GDP.MKTP.CD NaN NaN NaN \n", + "4 GDP（现价美元） NY.GDP.MKTP.CD NaN NaN NaN \n", + ".. ... ... ... ... ... \n", + "211 GDP（现价美元） NY.GDP.MKTP.CD NaN NaN NaN \n", + "212 GDP（现价美元） NY.GDP.MKTP.CD NaN NaN NaN \n", + "213 GDP（现价美元） NY.GDP.MKTP.CD 7.575397e+09 7.972997e+09 8.497997e+09 \n", + "214 GDP（现价美元） NY.GDP.MKTP.CD 7.130000e+08 6.962857e+08 6.931429e+08 \n", + "215 GDP（现价美元） NY.GDP.MKTP.CD 1.052990e+09 1.096647e+09 1.117602e+09 \n", + "\n", + " ... 2011 2012 2013 2014 \\\n", + "0 ... 2.549721e+09 2.534637e+09 2.581564e+09 2.649721e+09 \n", + "1 ... 1.780428e+10 2.000162e+10 2.056105e+10 2.048487e+10 \n", + "2 ... 1.117897e+11 1.280529e+11 1.367099e+11 1.457122e+11 \n", + "3 ... 1.289087e+10 1.231978e+10 1.277628e+10 1.322825e+10 \n", + "4 ... 3.442063e+09 3.164615e+09 3.281585e+09 3.350736e+09 \n", + ".. ... ... ... ... ... \n", + "211 ... 6.691827e+09 6.499936e+09 7.071960e+09 7.386891e+09 \n", + "212 ... 3.272642e+10 3.540134e+10 4.041523e+10 4.322859e+10 \n", + "213 ... 4.164170e+11 3.963294e+11 3.666449e+11 3.506376e+11 \n", + "214 ... 2.346010e+10 2.550337e+10 2.804546e+10 2.715063e+10 \n", + "215 ... 1.410192e+10 1.711485e+10 1.909102e+10 1.949552e+10 \n", + "\n", + " 2015 2016 2017 2018 2019 Unnamed: 64 \n", + "0 2.691620e+09 2.646927e+09 2.700559e+09 NaN NaN NaN \n", + "1 1.990711e+10 1.936264e+10 2.019176e+10 1.936297e+10 NaN NaN \n", + "2 1.161936e+11 1.011239e+11 1.221238e+11 1.057510e+11 NaN NaN \n", + "3 1.138693e+10 1.186135e+10 1.302506e+10 1.505888e+10 NaN NaN \n", + "4 2.811489e+09 2.877312e+09 3.013387e+09 3.236544e+09 NaN NaN \n", + ".. ... ... ... ... ... ... \n", + "211 6.440612e+09 6.714712e+09 7.227765e+09 7.900269e+09 NaN NaN \n", + "212 4.262833e+10 3.096824e+10 2.681870e+10 2.691440e+10 NaN NaN \n", + "213 3.174156e+11 2.963409e+11 3.492681e+11 3.682882e+11 NaN NaN \n", + "214 2.115439e+10 2.095475e+10 2.586814e+10 2.672007e+10 NaN NaN \n", + "215 1.996312e+10 2.054868e+10 2.281301e+10 3.100052e+10 NaN NaN \n", + "\n", + "[216 rows x 68 columns]" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "country_gdp" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [], + "source": [ + "# country_gdp['2018'] = country_gdp['2018'].apply(lambda x: x/1000000000000)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry Code2018
202美国USA20.494100
36中国CHN13.608152
97日本JPN4.970916
50德国DEU3.996759
68英国GBR2.825208
64法国FRA2.777535
89印度IND2.726323
94意大利ITA2.073902
26巴西BRA1.868626
32加拿大CAN1.712510
164俄罗斯联邦RUS1.657554
104大韩民国KOR1.619424
10澳大利亚AUS1.432195
59西班牙ESP1.426189
124墨西哥MEX1.223809
87印度尼西亚IDN1.042173
143荷兰NLD0.913658
166沙特阿拉伯SAU0.782483
196土耳其TUR0.766509
33瑞士CHE0.705501
155波兰POL0.585783
181瑞典SWE0.551032
14比利时BEL0.531767
6阿根廷ARG0.518475
189泰国THA0.504993
11奥地利AUT0.455737
144挪威NOR0.434751
5阿拉伯联合酋长国ARE0.414179
141尼日利亚NGA0.397270
90爱尔兰IRL0.382487
93以色列ISR0.369690
213南非ZAF0.368288
169新加坡SGP0.364157
82中国香港特别行政区HKG0.362993
137马来西亚MYS0.354348
53丹麦DNK0.352058
152菲律宾PHL0.330910
41哥伦比亚COL0.330228
149巴基斯坦PAK0.312570
35智利CHL0.298231
17孟加拉国BGD0.274025
62芬兰FIN0.273961
57阿拉伯埃及共和国EGY0.250895
49捷克共和国CZE0.245226
208越南VNM0.244948
163罗马尼亚ROU0.239553
158葡萄牙PRT0.237979
91伊拉克IRQ0.225914
151秘鲁PER0.222238
76希腊GRC0.218032
147新西兰NZL0.205025
162卡塔尔QAT0.192009
55阿尔及利亚DZA0.180689
98哈萨克斯坦KAZ0.170539
86匈牙利HUN0.155703
105科威特KWT0.141678
200乌克兰UKR0.130832
119摩洛哥MAR0.118495
56厄瓜多尔ECU0.108398
179斯洛伐克共和国SVK0.106472
\n", + "
" + ], + "text/plain": [ + " Country Name Country Code 2018\n", + "202 美国 USA 20.494100\n", + "36 中国 CHN 13.608152\n", + "97 日本 JPN 4.970916\n", + "50 德国 DEU 3.996759\n", + "68 英国 GBR 2.825208\n", + "64 法国 FRA 2.777535\n", + "89 印度 IND 2.726323\n", + "94 意大利 ITA 2.073902\n", + "26 巴西 BRA 1.868626\n", + "32 加拿大 CAN 1.712510\n", + "164 俄罗斯联邦 RUS 1.657554\n", + "104 大韩民国 KOR 1.619424\n", + "10 澳大利亚 AUS 1.432195\n", + "59 西班牙 ESP 1.426189\n", + "124 墨西哥 MEX 1.223809\n", + "87 印度尼西亚 IDN 1.042173\n", + "143 荷兰 NLD 0.913658\n", + "166 沙特阿拉伯 SAU 0.782483\n", + "196 土耳其 TUR 0.766509\n", + "33 瑞士 CHE 0.705501\n", + "155 波兰 POL 0.585783\n", + "181 瑞典 SWE 0.551032\n", + "14 比利时 BEL 0.531767\n", + "6 阿根廷 ARG 0.518475\n", + "189 泰国 THA 0.504993\n", + "11 奥地利 AUT 0.455737\n", + "144 挪威 NOR 0.434751\n", + "5 阿拉伯联合酋长国 ARE 0.414179\n", + "141 尼日利亚 NGA 0.397270\n", + "90 爱尔兰 IRL 0.382487\n", + "93 以色列 ISR 0.369690\n", + "213 南非 ZAF 0.368288\n", + "169 新加坡 SGP 0.364157\n", + "82 中国香港特别行政区 HKG 0.362993\n", + "137 马来西亚 MYS 0.354348\n", + "53 丹麦 DNK 0.352058\n", + "152 菲律宾 PHL 0.330910\n", + "41 哥伦比亚 COL 0.330228\n", + "149 巴基斯坦 PAK 0.312570\n", + "35 智利 CHL 0.298231\n", + "17 孟加拉国 BGD 0.274025\n", + "62 芬兰 FIN 0.273961\n", + "57 阿拉伯埃及共和国 EGY 0.250895\n", + "49 捷克共和国 CZE 0.245226\n", + "208 越南 VNM 0.244948\n", + "163 罗马尼亚 ROU 0.239553\n", + "158 葡萄牙 PRT 0.237979\n", + "91 伊拉克 IRQ 0.225914\n", + "151 秘鲁 PER 0.222238\n", + "76 希腊 GRC 0.218032\n", + "147 新西兰 NZL 0.205025\n", + "162 卡塔尔 QAT 0.192009\n", + "55 阿尔及利亚 DZA 0.180689\n", + "98 哈萨克斯坦 KAZ 0.170539\n", + "86 匈牙利 HUN 0.155703\n", + "105 科威特 KWT 0.141678\n", + "200 乌克兰 UKR 0.130832\n", + "119 摩洛哥 MAR 0.118495\n", + "56 厄瓜多尔 ECU 0.108398\n", + "179 斯洛伐克共和国 SVK 0.106472" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "country_gdp[['Country Name', 'Country Code', '2018']].sort_values(by='2018', ascending=False)[:60]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#############################\n", + "# 历年GDP分析" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "df_china = country_gdp[country_gdp['Country Name']=='中国']" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\users\\wei.zhou\\appdata\\local\\programs\\python\\python37-32\\lib\\site-packages\\ipykernel_launcher.py:2: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " \n" + ] + } + ], + "source": [ + "for i in range(1960, 2019):\n", + " df_china[str(i)] = df_china[str(i)].apply(lambda x: x/1000000000000)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\users\\wei.zhou\\appdata\\local\\programs\\python\\python37-32\\lib\\site-packages\\ipykernel_launcher.py:3: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " This is separate from the ipykernel package so we can avoid doing imports until\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeRegionIncome_GroupUnnamed: 4Indicator NameIndicator Code196019611962...201120122013201420152016201720182019Unnamed: 64
202美国USANaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD0.54330.56330.6051...15.54258116.19700716.78484917.52174718.21929818.70718819.48539420.4941NaNNaN
\n", + "

1 rows × 68 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Region Income_Group Unnamed: 4 Indicator Name \\\n", + "202 美国 USA NaN 高收入国家 NaN GDP（现价美元） \n", + "\n", + " Indicator Code 1960 1961 1962 ... 2011 2012 \\\n", + "202 NY.GDP.MKTP.CD 0.5433 0.5633 0.6051 ... 15.542581 16.197007 \n", + "\n", + " 2013 2014 2015 2016 2017 2018 2019 \\\n", + "202 16.784849 17.521747 18.219298 18.707188 19.485394 20.4941 NaN \n", + "\n", + " Unnamed: 64 \n", + "202 NaN \n", + "\n", + "[1 rows x 68 columns]" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_usa = country_gdp[country_gdp['Country Name']=='美国']\n", + "for i in range(1960, 2019):\n", + " df_usa[str(i)] = df_usa[str(i)].apply(lambda x: x/1000000000000)\n", + "df_usa" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\users\\wei.zhou\\appdata\\local\\programs\\python\\python37-32\\lib\\site-packages\\ipykernel_launcher.py:3: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " This is separate from the ipykernel package so we can avoid doing imports until\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeRegionIncome_GroupUnnamed: 4Indicator NameIndicator Code196019611962...201120122013201420152016201720182019Unnamed: 64
97日本JPNNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD0.0443070.0535090.060723...6.157466.2032135.1557174.8504144.3894764.9266674.8599514.970916NaNNaN
\n", + "

1 rows × 68 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Region Income_Group Unnamed: 4 Indicator Name \\\n", + "97 日本 JPN NaN 高收入国家 NaN GDP（现价美元） \n", + "\n", + " Indicator Code 1960 1961 1962 ... 2011 2012 \\\n", + "97 NY.GDP.MKTP.CD 0.044307 0.053509 0.060723 ... 6.15746 6.203213 \n", + "\n", + " 2013 2014 2015 2016 2017 2018 2019 \\\n", + "97 5.155717 4.850414 4.389476 4.926667 4.859951 4.970916 NaN \n", + "\n", + " Unnamed: 64 \n", + "97 NaN \n", + "\n", + "[1 rows x 68 columns]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_jpn = country_gdp[country_gdp['Country Name']=='日本']\n", + "for i in range(1960, 2019):\n", + " df_jpn[str(i)] = df_jpn[str(i)].apply(lambda x: x/1000000000000)\n", + "df_jpn" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\users\\wei.zhou\\appdata\\local\\programs\\python\\python37-32\\lib\\site-packages\\ipykernel_launcher.py:3: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " This is separate from the ipykernel package so we can avoid doing imports until\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeRegionIncome_GroupUnnamed: 4Indicator NameIndicator Code196019611962...201120122013201420152016201720182019Unnamed: 64
50德国DEUNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CDNaNNaNNaN...3.7576983.5439843.7525143.8987273.3813893.4951633.6932043.996759NaNNaN
\n", + "

1 rows × 68 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Region Income_Group Unnamed: 4 Indicator Name \\\n", + "50 德国 DEU NaN 高收入国家 NaN GDP（现价美元） \n", + "\n", + " Indicator Code 1960 1961 1962 ... 2011 2012 2013 \\\n", + "50 NY.GDP.MKTP.CD NaN NaN NaN ... 3.757698 3.543984 3.752514 \n", + "\n", + " 2014 2015 2016 2017 2018 2019 Unnamed: 64 \n", + "50 3.898727 3.381389 3.495163 3.693204 3.996759 NaN NaN \n", + "\n", + "[1 rows x 68 columns]" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_de = country_gdp[country_gdp['Country Name']=='德国']\n", + "for i in range(1960, 2019):\n", + " df_de[str(i)] = df_de[str(i)].apply(lambda x: x/1000000000000)\n", + "df_de" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\users\\wei.zhou\\appdata\\local\\programs\\python\\python37-32\\lib\\site-packages\\ipykernel_launcher.py:3: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " This is separate from the ipykernel package so we can avoid doing imports until\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeRegionIncome_GroupUnnamed: 4Indicator NameIndicator Code196019611962...201120122013201420152016201720182019Unnamed: 64
68英国GBRNaN高收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD0.0723280.0766940.080602...2.6348962.6766052.7535653.0347292.8964212.6592392.6378662.825208NaNNaN
\n", + "

1 rows × 68 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Region Income_Group Unnamed: 4 Indicator Name \\\n", + "68 英国 GBR NaN 高收入国家 NaN GDP（现价美元） \n", + "\n", + " Indicator Code 1960 1961 1962 ... 2011 2012 \\\n", + "68 NY.GDP.MKTP.CD 0.072328 0.076694 0.080602 ... 2.634896 2.676605 \n", + "\n", + " 2013 2014 2015 2016 2017 2018 2019 \\\n", + "68 2.753565 3.034729 2.896421 2.659239 2.637866 2.825208 NaN \n", + "\n", + " Unnamed: 64 \n", + "68 NaN \n", + "\n", + "[1 rows x 68 columns]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_uk = country_gdp[country_gdp['Country Name']=='英国']\n", + "for i in range(1960, 2019):\n", + " df_uk[str(i)] = df_uk[str(i)].apply(lambda x: x/1000000000000)\n", + "df_uk" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "year_str = [str(i) for i in range(1960, 2019)]\n", + "\n", + "china_gdp = df_china[year_str].values.tolist()[0]\n", + "usa_gdp = df_usa[year_str].values.tolist()[0]\n", + "jpn_gdp = df_jpn[year_str].values.tolist()[0]\n", + "de_gdp = df_de[year_str].values.tolist()[0]\n", + "uk_gdp = df_uk[year_str].values.tolist()[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 154, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Country NameCountry CodeRegionIncome_GroupUnnamed: 4Indicator NameIndicator Code196019611962...201120122013201420152016201720182019Unnamed: 64
36中国CHN东亚与太平洋地区（不包括高收入）中高等收入国家NaNGDP（现价美元）NY.GDP.MKTP.CD0.0597160.0500570.047209...7.55158.5322319.57040610.43852911.01554211.13794612.14349113.608152NaNNaN
\n", + "

1 rows × 68 columns

\n", + "
" + ], + "text/plain": [ + " Country Name Country Code Region Income_Group Unnamed: 4 \\\n", + "36 中国 CHN 东亚与太平洋地区（不包括高收入） 中高等收入国家 NaN \n", + "\n", + " Indicator Name Indicator Code 1960 1961 1962 ... 2011 \\\n", + "36 GDP（现价美元） NY.GDP.MKTP.CD 0.059716 0.050057 0.047209 ... 7.5515 \n", + "\n", + " 2012 2013 2014 2015 2016 2017 2018 \\\n", + "36 8.532231 9.570406 10.438529 11.015542 11.137946 12.143491 13.608152 \n", + "\n", + " 2019 Unnamed: 64 \n", + "36 NaN NaN \n", + "\n", + "[1 rows x 68 columns]" + ] + }, + "execution_count": 154, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_china" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "from pyecharts.charts import Scatter\n", + "\n", + "def scatter_base(choose, values, country) -> Scatter:\n", + " c = (\n", + " Scatter()\n", + " .add_xaxis(choose)\n", + " .add_yaxis(\"%s历年GDP\" % country, values)\n", + " .set_global_opts(title_opts=opts.TitleOpts(title=\"\"),\n", + " # datazoom_opts=opts.DataZoomOpts(),\n", + " yaxis_opts=opts.AxisOpts(\n", + " axislabel_opts=opts.LabelOpts(formatter=\"{value} /万亿\")\n", + " )\n", + " )\n", + " .set_series_opts(label_opts=opts.LabelOpts(is_show=False))\n", + " )\n", + " return c" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "scatter_base(year_str, china_gdp, '中国').render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "scatter_base(year_str, usa_gdp, '美国').render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "scatter_base(year_str, jpn_gdp, '日本').render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "scatter_base(year_str, de_gdp, '德国').render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "scatter_base(year_str, uk_gdp, '英国').render_notebook()" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "import sklearn.pipeline as pl\n", + "import sklearn.linear_model as lm\n", + "import sklearn.preprocessing as sp\n", + "import matplotlib.pyplot as mp\n", + "import numpy as np\n", + "import sklearn.metrics as sm" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[1960],\n", + " [1961],\n", + " [1962],\n", + " [1963],\n", + " [1964],\n", + " [1965],\n", + " [1966],\n", + " [1967],\n", + " [1968],\n", + " [1969],\n", + " [1970],\n", + " [1971],\n", + " [1972],\n", + " [1973],\n", + " [1974],\n", + " [1975],\n", + " [1976],\n", + " [1977],\n", + " [1978],\n", + " [1979],\n", + " [1980],\n", + " [1981],\n", + " [1982],\n", + " [1983],\n", + " [1984],\n", + " [1985],\n", + " [1986],\n", + " [1987],\n", + " [1988],\n", + " [1989],\n", + " [1990],\n", + " [1991],\n", + " [1992],\n", + " [1993],\n", + " [1994],\n", + " [1995],\n", + " [1996],\n", + " [1997],\n", + " [1998],\n", + " [1999],\n", + " [2000],\n", + " [2001],\n", + " [2002],\n", + " [2003],\n", + " [2004],\n", + " [2005],\n", + " [2006],\n", + " [2007],\n", + " [2008],\n", + " [2009],\n", + " [2010],\n", + " [2011],\n", + " [2012],\n", + " [2013],\n", + " [2014],\n", + " [2015],\n", + " [2016],\n", + " [2017],\n", + " [2018]])" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "year = [i for i in range(1960, 2019)]\n", + "X = np.array(year)\n", + "X = X.reshape(-1, 1)\n", + "X" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "y = usa_gdp" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "model = pl.make_pipeline(\n", + " sp.PolynomialFeatures(5), # 多项式特征拓展器\n", + " lm.LinearRegression() # 线性回归器\n", + ")\n", + "# 训练模型\n", + "model.fit(X, y)\n", + "# 求预测值y\n", + "pred_y = model.predict(X)" + ] + }, + { + "cell_type": "code", + "execution_count": 244, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.67561513, 0.64550236, 0.63069893, 0.6310778 , 0.64651146,\n", + " 0.67687193, 0.7220308 , 0.78185916, 0.85622766, 0.94500648,\n", + " 1.04806535, 1.16527352, 1.29649978, 1.44161246, 1.60047942,\n", + " 1.77296806, 1.9589453 , 2.15827761, 2.37083099, 2.59647097,\n", + " 2.8350626 , 3.08647047, 3.35055872, 3.62719099, 3.91623047,\n", + " 4.21753986, 4.53098142, 4.8564169 , 5.19370761, 5.54271437,\n", + " 5.90329754, 6.27531699, 6.65863212, 7.05310188, 7.4585847 ,\n", + " 7.87493857, 8.302021 , 8.739689 , 9.18779914, 9.64620748,\n", + " 10.11476961, 10.59334065, 11.08177525, 11.57992755, 12.08765123,\n", + " 12.60479949, 13.13122504, 13.66678012, 14.21131649, 14.7646854 ,\n", + " 15.32673766, 15.89732355, 16.47629291, 17.06349506, 17.65877886,\n", + " 18.26199267, 18.87298437, 19.49160136, 20.11769053])" + ] + }, + "execution_count": 244, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pred_y" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([-6.56811530e-01, -4.31663493e-01, -2.35026973e-01, -6.53989891e-02,\n", + " 7.87281703e-02, 1.98866952e-01, 2.96534541e-01, 3.73252871e-01,\n", + " 4.30548622e-01, 4.69953232e-01, 4.93002894e-01, 5.01238570e-01,\n", + " 4.96205988e-01, 4.79455654e-01, 4.52542849e-01, 4.17027639e-01,\n", + " 3.74474880e-01, 3.26454222e-01, 2.74540110e-01, 2.20311797e-01,\n", + " 1.65353340e-01, 1.11253613e-01, 5.96063043e-02, 1.20099274e-02,\n", + " -2.99321770e-02, -6.46118355e-02, -9.04160388e-02, -1.05726933e-01,\n", + " -1.08921820e-01, -9.83731464e-02, -7.24485036e-02, -2.95106209e-02,\n", + " 3.20826372e-02, 1.13978281e-01, 2.17828195e-01, 3.45289144e-01,\n", + " 4.98022782e-01, 6.77695650e-01, 8.85979189e-01, 1.12454974e+00,\n", + " 1.39508854e+00, 1.69928175e+00, 2.03882045e+00, 2.41540061e+00,\n", + " 2.83072316e+00, 3.28649394e+00, 3.78442374e+00, 4.32622827e+00,\n", + " 4.91362820e+00, 5.54834914e+00, 6.23212165e+00, 6.96668128e+00,\n", + " 7.75376850e+00, 8.59512877e+00, 9.49251254e+00, 1.04476752e+01,\n", + " 1.14623772e+01, 1.25383838e+01, 1.36774655e+01, 1.48813976e+01])" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p_year = [i for i in range(1960, 2020)]\n", + "p_X = np.array(p_year)\n", + "p_X = p_X.reshape(-1, 1)\n", + "p_pred_y = model.predict(p_X)\n", + "p_pred_y" + ] + }, + { + "cell_type": "code", + "execution_count": 245, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[0.5433,\n", + " 0.5633,\n", + " 0.6051,\n", + " 0.6386,\n", + " 0.6858,\n", + " 0.7437,\n", + " 0.815,\n", + " 0.8617,\n", + " 0.9425,\n", + " 1.0199,\n", + " 1.073303,\n", + " 1.16485,\n", + " 1.27911,\n", + " 1.425376,\n", + " 1.545243,\n", + " 1.684904,\n", + " 1.873412,\n", + " 2.081826,\n", + " 2.351599,\n", + " 2.627334,\n", + " 2.857307,\n", + " 3.207042,\n", + " 3.343789,\n", + " 3.634038,\n", + " 4.037613,\n", + " 4.338979,\n", + " 4.579631,\n", + " 4.855215,\n", + " 5.236438,\n", + " 5.64158,\n", + " 5.963144,\n", + " 6.158129,\n", + " 6.520327,\n", + " 6.858559,\n", + " 7.287236,\n", + " 7.639749,\n", + " 8.073122,\n", + " 8.577554463,\n", + " 9.062818211,\n", + " 9.630664202,\n", + " 10.252345464,\n", + " 10.581821399,\n", + " 10.936419054,\n", + " 11.458243878,\n", + " 12.213729147,\n", + " 13.036640229,\n", + " 13.814611414,\n", + " 14.45185865,\n", + " 14.712844084,\n", + " 14.448933025,\n", + " 14.992052727,\n", + " 15.542581104,\n", + " 16.197007349,\n", + " 16.78484919,\n", + " 17.521746534,\n", + " 18.219297584,\n", + " 18.707188235,\n", + " 19.485393853,\n", + " 20.4941]" + ] + }, + "execution_count": 245, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 绘制多项式回归线\n", + "px = np.linspace(X.min(), X.max(), 1000)\n", + "px = px.reshape(-1, 1)\n", + "pred_py = model.predict(px)\n", + "\n", + "# 绘制图像\n", + "mp.figure(\"美国历年GDP拟合结果\", facecolor='lightgray')\n", + "mp.title('USA GDP Regression', fontsize=16)\n", + "mp.tick_params(labelsize=10)\n", + "mp.grid(linestyle=':')\n", + "mp.xlabel('x')\n", + "mp.ylabel('y')\n", + "\n", + "mp.scatter(X, y, s=60, marker='o', c='dodgerblue', label='Points')\n", + "mp.plot(px, pred_py, c='orangered', label='PolyFit Line')\n", + "mp.tight_layout()\n", + "mp.legend()\n", + "mp.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "# 中国\n", + "y = china_gdp\n", + "model = pl.make_pipeline(\n", + " sp.PolynomialFeatures(5), # 多项式特征拓展器\n", + " lm.LinearRegression() # 线性回归器\n", + ")\n", + "# 训练模型\n", + "model.fit(X, y)\n", + "# 求预测值y\n", + "pred_y = model.predict(X)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAagAAAEYCAYAAAAJeGK1AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4xLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvDW2N/gAAIABJREFUeJzsnXlclNX+gB+GRRZRRBAhRHHFBUVwyT23W/20zO2i1yzK9eZSeatr6+3anml7LmmWZVmWpi22WJqa5U0QQghFApFFENkcGZZh5vfHNKPAsL+zved9Ph8+IzPvnHMeDvKd877n/X6dEhMT9SgoKCgoKNgZKlsPQEFBQUFBwRxKgFJQUFBQsEuUAKWgoKCgYJcoAUpBQUFBwS5RApSCgoKCgl2iBCgFBQUFBbvExdYDUHBs4uPjef/99zl58iRFRUV4eXnRt29fpk6dytSpU3F2dua3337j7rvvZvPmzYwYMaJOGxMnTuT666/nmWeeASA7O5ubbroJgC1btjB8+PAax99xxx04Ozuzbdu2RsdXVlbGhx9+yIEDB8jIyKCiogI/Pz/Cw8OZOnUq48ePx8nJCYC33nqLDRs2mN7r6emJn58f/fv3Z9q0aYwaNapG29eOE8DFxYXrrruOMWPGsHTpUtq3b1/vuD7//HMef/zxGu/t3LkzN910E0uXLqVNmzaNujkyxp/dU089xW233Wbr4SjYKUqAUmgx77//PmvXrmXYsGHcf//9BAYGUlpayrFjx3j66afx9vZmwoQJrerjtddeY8eOHS16b15eHosXL+bixYtER0ezbNky3N3dycrK4rvvvuPee+9lx44dDBw4sMb7tm/fjkqlory8nOzsbL777juWLl3K1KlTeeaZZ1Cpap54WLhwITfccAOVlZXEx8ezefNmUlJSeOedd0zBrz7WrVtHQEAAV65c4ccff2TLli1cuXKFRx55pEXOjoK/vz8ffPABXbp0sfVQFOwYJUAptIgTJ06wdu1a5s6dy8MPP1zjtQkTJnDnnXdSVlbWqj5GjhzJsWPHOHToEDfccEOz37969WoKCwv5+OOPa/whHDp0KNOnT+eXX36hbdu2dd4XHh6Oi8vV/xozZsxg+/btrF27lrCwMO68884axwcHBzNo0CBT21qtlrfeeos//viDfv36NTjGsLAwQkJCTL7nzp1jz549rF69uk4gtCSVlZW4ublZrT83NzfTz0xBoT6Ua1AKLWLr1q20b9+eVatWmX29S5cu9OnTp1V9TJ48mb59+/L666+j1zcv4UlCQgInTpxg0aJF9X5KHzFiBN27d29Se3fccQd9+/bl/fffb/TY/v37A5CZmdn0Af9F3759KS8vp6ioqMbzWVlZ/Pvf/2bs2LFERkYya9Ysfvjhhzrv//rrr7nllluIiopi+vTpHDx4kLvuuou77rrLdMxvv/1GeHg4Bw4c4Mknn2Ts2LE1PgCcPn2aFStWMHLkSIYMGcL8+fOJjY2t0c+pU6dYtGgRo0ePZujQodx00008/fTTptcLCgp49NFHmTBhApGRkYwfP55ly5Zx6dIlwHCKLzw8nM8//7xGu1988QUzZ84kKiqKMWPG8PDDD3Px4sUax9x4442sXr2a/fv3c+uttzJs2DCio6OJi4tr3g9bwe5RApRCs6murubEiROMGDGiWddK9Ho9Wq22zld9ODk5sWLFCs6cOcM333zTrDEeP34cgHHjxjXrfQ0xevRo8vLyyM3NbfC47OxsANq1a9fsPnJycvD29sbHx8f03IULF5g3bx5nzpzhwQcf5PXXX6dv377cf//9HDx40HTcsWPHWL16NaGhobz88svExMTwwgsvcO7cObN9Pffcc+j1ep599lmeeuopAJKTk5k/fz4lJSU8+eSTrF+/Hh8fHxYtWkRSUhJguK63ZMkSnJ2defrpp3nrrbdYunRpjbl8+OGHSUhIYNWqVWzevJnVq1cTEBBAeXl5ve67du3ikUceoXv37rz88svcd999HDt2jLvuuqvOajwuLo733nuP5cuXs3btWnQ6HcuXL6e0tLTZP3MF+0U5xafQbIqKiigvLycoKKhZ71uyZEmz+xozZgyRkZG8+eabTJ48ucapt4bIy8sDIDAwsMbzOp0OnU5n+l6lUjX5VFrnzp0BuHjxYo12dTodWq2WqqoqTp48yebNm/H39ycyMrLRNqurq9FqtaZrUAcOHOChhx7C2dnZdMxbb72FXq9n27ZtpsA1atQoLly4wJtvvsn48eNNx/Xo0YNXX33VdO2rV69eREdH07Vr1zp9DxgwgP/+9781nlu/fj2dO3dm69atuLq6mvqaPn06mzZt4rXXXiM9PZ3S0lLuv/9+0yp56NChNTY7JCQkcO+99zJ16lTTczfeeGODP4c33niDoUOHsnbtWtPzoaGh3HnnnezZs4d58+aZnler1ezatcu0EcXPz485c+Zw5MgRpkyZ0tCPXMGBUAKUgtV49NFHCQ8Pr/P8Pffc0+D7Vq5cSUxMDHv37mXmzJlN6qu+U4JPP/00u3btMn2/aNEiVq5c2aQ2jdTe+LBmzRrWrFlj+j4yMpJHHnkEd3f3Rtu69dZba3wfHR3NP/7xjxrP/fzzz4wZM4a2bdvWWKWMGjWKdevWoVar8fDwICkpiYULF9YYX79+/bjuuuvM9j1x4sQa35eXl3PixAlTG9f2df311/PVV18BEBISgre3N2vWrGHOnDkMHTrUFLyNDBgwgG3btqHX6xk2bBi9evVqcMNIRkYGhYWFdeYiMjKSoKAgTpw4USNADRo0qMYuyV69egE0urpVcCyUAKXQbHx8fHB3dycnJ6dZ7+vatavp+sy1NLYqioqKYtSoUWzcuJFbbrmlSX0Z/2Dm5ubWWD0sWrTIFOTmzJnT1KEDhlNtYNiBdi2LFy9mwoQJuLq6EhgYiLe3d5PbfOWVV+jcuTOFhYVs376djz/+mIEDB9YIXIWFhezbt499+/aZbaO4uJjy8nK0Wi2+vr51Xu/YsaPZ9/n5+dX4vqSkhOrqajZt2sSmTZvMvken0+Ht7c0777zDpk2beOaZZ7hy5Qo9e/bknnvuYfLkyQCsXbuWDRs2sG3bNl544QX8/f2ZPXs2S5YsMbtiLSkpAer+bI3jNL5upPYWfuMGj8rKSrPjVnBMlACl0GxcXFwYMmQIv/76q9V2f61cuZI5c+bwySefNOn4YcOGAfDTTz9xxx13mJ4PDAysc9qvqRw5coTAwMA6q4WgoCCzgbcp9OrVy7SLb/jw4cycOZN169YxadIkPD09AcMf48jISBYsWGC2jU6dOuHs7IyLiwuFhYV1Xr906ZJZ59orGm9vb1QqFXPmzKmzsjNiDC5hYWG8/PLLaLVakpKS2LJlCw888ACffvopvXr1omPHjjz22GM89thjpKens2/fPt566y18fX2Jjo6u064x4BQUFNR5raCgoMU/XwXHRtkkodAiFixYQHFxMevWrTP7elZWFqdPn5asv379+jFp0iTefvttNBpNo8dHREQQGRnJ22+/zfnz51vd//bt20lJSakR7KTGzc2NVatWmbbGGxk1ahSpqan06NGD/v371/lyc3PD2dmZ/v37c+DAgRqnN5OSkkybNhrD09OTyMhITp8+Td++fc32VRsXFxcGDRrE8uXL0el0/Pnnn3WOCQ0N5d5776Vdu3akpqaa7btbt2507NiR/fv313g+Pj6enJwcoqKimuSgIC+UFZRCixgyZAgPPvgga9eu5c8//2TatGmmG3WPHz/O7t27ef7551u91fxali9fzowZMygsLGTIkCGNHv/CCy+waNEioqOjmTNnDpGRkXh4eFBUVMSxY8cA8PLyqvO+xMREVCoVlZWVppt6jx49yq233lrjOoglGD9+PAMGDODdd99l7ty5uLu7s3z5cubOnUtMTAxz584lKCiI0tJSzp49S1ZWlmkH3j333MOSJUu49957mTVrFsXFxbz11lv4+fk1eSPIgw8+SExMDEuWLGHGjBn4+flRXFzMH3/8QXV1Nffffz8//fQTn376KRMmTOC6665Do9GwY8cOvLy8GDRoEJcvX2bRokVMmTKF0NBQXFxcOHjwIKWlpYwcOdJsv87Ozixbtow1a9awevVqpk6dSn5+Pq+99hpdu3Zl+vTpkv2MFRwHJUAptJj58+cTHh7O9u3bWbduHcXFxXh6etK/f38ef/zxFt1c2xDdu3dn6tSp7N27t0nHd+7cmZ07d/Lhhx/y/fffs2PHDiorK02pjl5//XWzYzSukjw8PPDz82PAgAFs3LixTqojS7FixQqWLFnCJ598wh133EFgYCA7d+5kw4YNvPbaaxQWFuLj40PPnj1rnIobOXIkzz//PBs3buS+++4jJCSEBx98kI0bN5q9Idkc/fr1M/X1/PPPc/nyZTp06EC/fv2YPXs2YNgk0aZNGzZt2sTFixfx8vKif//+bN68mc6dO1NZWUnfvn357LPPyMnJQaVS0a1bN55//vkGM4vMnj0bd3d33n33XVauXImnpydjxoxh1apVptOdCmLhpJR8V1CQLxcuXGDKlCksWrSIpUuX2no4CgrNQllBKSjIhPLyctauXcv111+Pj48PWVlZbNu2DXd39yZvz1dQsCeUAKWgIBOcnZ0pKCjg2Wefpbi4GA8PD6Kioli3bp3Z7dsKCvaOcopPQUFBQcEuUbaZKygoKCjYJQ5xiu+GG26gW7duth6GgoKCgkILSEtL48iRI81+n0MEqG7dunHixIlWtZGWlkaPHj0kGpH9IoKnCI6geMoNETzrc2xpJhBhTvGZy1EmR0TwFMERFE+5IYKn1I4WC1CPP/4448aNM3sH+Lvvvkt4eHidomyWpLXVXR0FETxFcATFU26I4Cm1o8UC1LRp09iwYUOd5y9cuMAvv/zS4oSdLcWa5bNtiQieIjiC4ik3RPCU2tFi16CGDBliNknliy++yKpVq5pdg6c2VVVVZGVlNVih81qqq6spLi5uVZ+OgKU83d3dCQ4ONhWxsyX2MAZroHjKCxE8pXa06iaJgwcP0qlTpyYlEN21axeffvopYKh3U1BQQFVVFTqdDk9PT3JycvD39ycgIAAPDw/Kysrw8vLiypUrpkdPT0/Ky8tp06YNGo2GNm3amKqpOjk5odPpcHFxobKyEnd3dzQaDZ6enjXa8PLyoqysDHd3dyorK3F1dUWr1Zo+KRjbqKqqws3NjfLy8nrb8PDwoLy8HDc3N1MbxszTKpUKrVaLm5sbFRUVuLu7N+pUWVmJi4tLDSeji5ROGo0GjUbDqVOnGDx4MLGxsURFRZGQkED//v05e/YswcHBFBQU0LZt2xrzVFhYSFBQEOnp6YSFhREfH09kZKSpjbi4OCIiIkhJSSE0NJScnBx8fX0pKytDpVLh6uqKWq3Gz8+PrKwsevbsSUpKCqNHjza1YXxMTEykd+/eZGZmEhAQQHFxsaloYHl5OT4+PuTl5RESEsKZM2cIDw+v04atnJKSkhg0aFCN8XTs2JHc3FxZOZmbp8zMTNPvsFyczM3Tn3/+ibe3t6ycas9TUlIS48aNq+PUUix6o252djbLly9nz549aDQaFixYwKZNm/D29ubGG29k586ddOjQodF2YmJi6uzi++OPPwgLC2uwSue1VFdX1yijLVcs5anX60lJSaFv376St91c1Gp1k5OfOjKKp7xwJE+dHvaehq0nIfcyBHrDgsEwrQ+oGviTW59j//79a5SQaSpWOyl6/vx5srOzmTVrFjfeeCN5eXn8/e9/N1ugrKk0NTiBOJU2LeXZnJ+1pcnKyrL1EKyC4ikvHMVTp4clX8IjP0JiPhRoDI+P/ABLvzK8Xh9SO1rtFF/v3r356aefTN83ZwUlBcalqdwRwbNnz562HoJVUDzlhaN47j0NR89DWRXMydxCnnsQBzv9H2VaOHIO9p2G28LMv1dqR4utoB566CFuv/12MjIymDhxIrt377ZUV02iKVVYm4uzszMREREMGDCA2bNnN7rFsrHl/aFDh2jfvj0RERFEREQwadIkADZu3Mj27dsBwxb9nJwcs++PiYnhww8/rPFcTk4Os2bNaqqSQ5CUlGTrIVgFxVNeOIrn1pOG4ORWXcHqlH8zPfsD02tlWthysv73Su1osRXUiy++2ODr3377raW6NoslCp55eHgQHx8PwLx589i4cSOrVq1qVZtjxozhyy+/rPHctXV83n33XQYMGEBQUJDZ97dp06bG90FBQabNJnJh0KBBth6CVVA85YWjeOZeNjyOv/g1HaoK+ey6O8y+bg6pHeW/Mf8vrly5YtH2x4wZw9mzZwFYv349AwYMYMCAAbzyyit1jp0/f36NqrDz5s1j37599bb95JNP8tJLL/Hpp59y4sQJ5s2bR0REhNlVYe1t9xkZGQwYMAAwBLcZM2Zw00030atXLx566CHTcd999x0jRowgMjKS2bNno1arm/cDsCKxsbG2HoJVUDzlhaN4BnobHmdkbSe/TQBH/SaZfd0cUjs6RC6+RtlwH6TFN3iIV3Pb7BEB/6wbXMyh1WrZv38/N910E7GxsWzbto3jx4+j1+sZPnw448aNY/DgwabjFy5cyMsvv8y0adMoKSnh2LFjvPfeexw9epQjR44QEREBGEpgP/roo6b3zZo1izfeeIOXXnqJIUOGmB1LY9eg4uPjOXnyJG3atKFPnz6sWLECDw8Pnn76aQ4cOICXlxcvvPAC69ev54knnmiSv7WJioqy9RCsguIpLxzFc8FgePHrAibkf8V73VZQrboaJjxdYOHg+t8rtaMwK6jq6mrJ29RoNERERDBkyBBCQkJYsGABR48eZfr06Xh5edG2bVtmzJhRJ4vvuHHjOHv2LPn5+Xz00UfMnDkTFxfDL8GYMWOIj48nPj6+RnBqKo3duDxx4kTat2+Pu7s7/fr149y5c/z6668kJyczatQoIiIieO+99zh37lyz+7YWjvJJtLUonvLCUTyn9YHlmo9x01fxWfDV03ueLjCmK9zawG2sygrKHE1Y6VjiDqhrr0EZMd542xjz589nx44d7Ny5k3feeUeyMTW2grr2GpWzszNarRa9Xs/kyZP56KOPJBuHJXGUT6KtRfGUF47iqXKCf1zYTknQQFx6DsLvr/ugFg42BKeG7oNSVlAtxFqJGseOHcvnn39OWVkZV65cYc+ePYwZM6bOcTExMabrU82509rb25vLl+u/SllRUdHsMV9//fX8/PPPpmtoZWVlnDlzptntWIvExERbD8EqKJ7ywmE8z5/G6fT/aD/1Dr6cC7GL4cu5hq3lDQUnkN5RmABlrfuDIiMjiYmJYdiwYQwfPpyFCxfWuP5kJCAggL59+3LXXXc1q/2YmBiWLl1a7yaJlStXEhwcTHBwMCNGjGhSm/7+/rz77rvMnTuXgQMHcv3115OSktKscVmT3r1723oIVkHxlBcO43ngfVCpYPw/mv1WqR0tmupIKupLddSctDvl5eV2dRNrWVkZ4eHhxMXF0b59e8nataRnc3/mliI1NZVevXrZehgWR/GUFw7hqdPBHaEQ0g+e3d/st9fnaPepjmyNPWUSPnDgAGFhYaxYsULS4AT25WkpAgICbD0Eq6B4yguH8Ew8DPmZMGl+i94utaM8Nkk0Aa1WazfJYidNmkRmZqZF2rYnT0tRXFxMu3btbD0Mi6N4yguH8DywHTzawsjbWvR2qR2FWUGJUCwMxPC0p1O1lkTxlBd271leBod3wdjZ4N6yzDtSO8r/r5mCgoKCQuMc+xw0aph0R+PHWglhApSxIJrcEcGzqVWUHR3FU17YveeB7dApBMLHtrgJqR2FCVDGTA1yRwRPHx8fWw/BKiie8sKuPS9mQdz3MHG+YYt5C5HaUZgAVVVVJXmbzS23MXLkyEbbfOWVV1p1U7ElPO2NvLw8Ww/BKiie8sKuPb9/z7DF/Mbm3ZdZG6kdhQhQOj18ne7G1I8gajNM/Qj2pDRcGbIpGFMdnTp1Cjc3NzZu3Njg8ceOHWu0zdYGKDc3txa/11EICQmx9RCsguIpL+zWU6eDb9+BQTdAUI9WNSW1o+wD1NXyxU7NLl/cHJpSbsNYsPDQoUPccMMNzJo1i7CwMObNm4der+e1114jJyeH8ePHM378eKqrq4mJiWHAgAGEh4fz8ssvNzoOuz/PLQH2nIZJShRPeWGPnjo9HPnqMOT+yWNuC1r94V1qR9lfsDCWL9ZoayaRakr54qbS3HIbACdPniQpKYmgoCBGjRrFzz//zMqVK1m/fj0HDx7Ez8+P2NhYsrOzOXXqFGC4x6AxLFGY0d4IDw+39RCsguIpL+zN0/jh/ZY9Wyl1aceujjMo/+vD+/6zsHFK47n3aiO1o+xXUMbyxeZorHxxY7S03AbAsGHDCA4ORqVSERERQUZGRp1junfvzp9//smKFSv45ptvmnQDnKULM9oDjlK2oLUonvLC3jz3nob4P0v4W86n7A36B+XOhg+31354by4OU27j8ccf5/Dhw/j6+rJnzx4A1q1bx6FDh3B1daVLly489dRTFr+zuqHyxE15vSFaU27DXNmL2nTo0IGEhAS+/fZb3nzzTT755JNGS3N4eTW7NKPD4ShlC1qL4ikv7M1z60mYdG4n7rpyPulyd43XjB/em3t2yWHKbUybNo0NGzbUeG7EiBHs2bOH3bt307VrV7Zs2WKp7k00VJ64Ka83l6aW26iPa8tpFBQUoNPpmDlzJk899RRxcXGNvl9ZQckHxVNe2Jtn7mWIPr+VP7zD+b193QrdLfnwLrWjxQLUkCFD6iRCHTlypOk+nUGDBlll2+WCwYZKkOZorHxxS2hquY36WLx4MTfffDPjx48nOzubG264gYiICGJiYnjuuecafb+ygpIPiqe8sDfP66sSiSj5zbB6cqp7saklH94dZgXVGHv27GH06NH1vr5r1y6io6OJjo4mNzeXgoICcnNzyc7OpqioiKqqKnQ6HRqNBr1eb1o5XPuo1+v5W4iGUSF6PFxqnnrzcNEzMriaKT2rTW0Yt3fXbqusrAydTkd5eTnV1dVUVFRQVVVFUVERFRUVVFdXU15ejk6no6ysjFWrVnH8+HFOnTrFokWLTG1cvnwZjUbDmDFj+Oyzz6iqqqKyspL169dz++23U15ezrJlyzh58iQ//vgjPXv2JC4ujp9//pn4+HjGjh2LXq9Ho9GYxqPVaqmsrKSyspKqqiouX75MdXXLnaqqqsw6AVRWVgJXPyUlJCSg1WpJSUlBrVaTkZFRZ57S0tLQaDQkJyej0+lMq0BjG3Fxceh0OpKTk9FoNKSlpVFUVER2drZp3jMyMlCr1aSkpKDVavnxxx9rtGF8TExMpKKigtTUVEpLS8nMzCQ/P5/8/HwyMzMpLS0lNTWViooKU2G12m3YyikhIaHOeBISEmTnZG6efv75Z9k5mZunw4cP25XT/RdeosrJFV3/CADm+8WaHj1dYOF1zf/dO3DggFmnlmLRelDZ2dksX77cdA3KyObNm0lKSuKVV17ByUzkrk1r60Hp9LDvtJ4tJ53IbUb5YkdEr9c36WfaEuylHpRWqxUiY4biKS/syrOqEv3cIGI7jWd+/12UXRNDPF1gTNeW7eKrz9Fh6kHt3buXn376ieeff95if0hro3KCG7uWN7t8sSMiwn1QxvvN5I7iKS/syvOXfTiVXiIy5m6emwjhncDPw/D43MSWBSeQ3tGq4fzo0aO88847bNu2DQ8Pj1a315zVgggZFsBynk3dnWgNgoODbT0Eq6B4ygu78tz/NvgFo4r6G7c5t/5eUCNSO1psBfXQQw9x++23k5GRwcSJE9m9ezfPPvssV65cYfHixcyaNYs1a9a0uH13d3cuXbrU5D+crTkP6khYwlOv13Pp0iW7qWdTUFBg6yFYBcVTXtiNZ+6fEPsd3LwQJC5uKrWjxVZQL774Yp3nZsyYIVn7wcHBZGVlcfHixSYdX11dLftKs2A5T3d3d7v5BGhMGSV3FE95YTeeX79tyFh+0wLJm5ba0U6u2DUfV1dXQkNDm3x8bm4ugYGBFhyRfSCCpwgZ20HxlBt24VlVaUgMO3wq+Ev/gVNqR9mnOjIiQiE/EMNTBEdQPOWGXXge+xyK82HKEos0L7WjMAFKhCSqIIanCI6geMoNW3rq9IYs5QnvbCLHsyu3pt4oScmh2kjtKEyAKiwstPUQrIIIniI4guIpN2zlacxavmlfKoNyf2RH8CISCpwlLzkE0js67DWo5hIUFGTrIVgFETxFcATFU25Yy1OnN2Qq33rSkE/P3RXyr8ADf26mysnFlBhWypJDRqR2FGYFlZ6ebushWAURPEVwBMVTbljD82qBVkwFWrNKgcoKZp/fxoGAW8l3v7qJqrUlh2ojtaMwASosTKKPCHaOCJ4iOILiKTes4Wks0Fq7Bt7NFz7Dt+oSH4QsrfOe1pQcqo3UjsIEqNp1m+SKCJ4iOILiKTes4VlfgdZ/ZG7inGd3fvabWOc1KUsOSe0oTICKjIy09RCsggieIjiC4ik3rOFpbjXU8/IfXF94mA9DFqN3qvknX+qSQ1I7ChOg7K1YmKUQwVMER1A85YY1PM2thu449yYVKjd2Bd9V43lj1vJb+0jXv8MULLQ37K1YmKUQwVMER1A85YY1PGsXaG1bVcrMrPf4MjCayx6d6NJOmqzl9SGbgoXWpinl0uWACJ4iOILiKTes4TmtD4wOuRqkZmZvp221mp09VjA+FA7HWLbkkNSOFi1YKBXmChY2F51Oh0ol/3gsgqcIjqB4yg2pPWvf7xTobVhB3dIbvjwDW+N0vP5ZPyratOePJ45bpUBrfY4OU7DQVqSkpNh6CFZBBE8RHEHxlBtSepq73ykxHx75Ae752nBd6Ys+P9Dt8mn63L3CagVapZ5LYQJUczKfOzIieIrgCIqn3JDSs777na7NDsG+N6C9P4ydLVm/jSH1XAoToHJycmw9BKsggqcIjqB4yg0pPeu73wkMQWrf4Qz49Qv4v8Xg1kayfhtD6rkUJkD5+vraeghWQQRPERxB8ZQbUno2lv1h3O9vgZMKptbNHGFJpJ5LYQJUWVmZrYdgFUTLH1XuAAAgAElEQVTwFMERFE+5IaVnQ9kf3KvLmJGxBUZNt0hRwoaQei6FCVAi7BICMTxFcATFU25I6Vn7fqdrmXVhJ96VRTBtuWT9NRWp59JivxmPP/4448aNY/r06abnSkpKWLRoEVOmTGHRokWUlJRYqvs6uLq6Wq0vWyKCpwiOoHjKDSk9a9/vZMTTWc+SrNfRh4ZD+FjJ+msqUs+lxQLUtGnT2LBhQ43ntm7dyvDhw/nqq68YPnw4W7dutVT3dVCr1Vbry5aI4CmCIyieckNKT5UTbJpqyAYR3ulqdojNXQ8TUhCP07QV4GSFfeW1kHouLRaghgwZQvv27Ws8d/DgQaZNmwYYAtjBgwct1X0d/Pz8rNaXLRHBUwRHUDzlhtSeKidDNogv517NDjHmxHpo7wcTb5e0r6YiuaOkrTXCpUuX8Pf3B8Df359Lly7Ve+yuXbuIjo4mOjqa3NxcCgoKyM3NJTs7m6KiItLS0tBoNCQnJ6PT6UwpNozJCuPi4tDpdCQnJ6PRaEhMTKSoqIjs7GxTexkZGajValJSUtBqtSQkJNRow/iYmJhIRUUFqamplJaWkpmZSX5+Pvn5+WRmZlJaWkpqaioVFRUkJiaabSMhIQGtVktKSgpqtZqMjIxWO6WlpdVxOnXqlOycas+TMauInJzMzVNWVpbsnMzNU1JSkuyczM1TQkKCZZ2yzqD/9Qv0U/9Jclq6VZxqz9P//vc/s04txaKpjrKzs1m+fDl79uwBYOTIkRw7dsz0eu3v60OKVEdarRYXF/lXuBfBUwRHUDzlhsU9X18G32yBDzKhQ4Dl+mmA+hwdItVRx44duXjxIgAXL16kY8eOVus7KSnJan3ZEhE8RXAExVNutNRTp4c9KTD1I4jabHjck2J43kRpIXy3DSbcbrPgBNLPpVUD1A033MDevXsB2Lt3L+PHj7da34MGDbJaX7ZEBE8RHEHxlBst8Wwo597Sr64JUl9tggoNzLhf2kE3E6nn0mIB6qGHHuL2228nIyODiRMnsnv3bhYsWMCvv/7KlClT+PXXX1mwYIGluq+DUhRNPojgCIqn3GiJZ5Ny7lVVwt7XIXIyhA6QZrAtROq5FKbchoKCgoKjMfUjw4qpPsI7wZf+78OLd8Az+2HoTdYbXDNwiGtQtkT5lCYfRHAExVNutMSzsZx7uaV62P0ydO0HQ25s4cikQyn53kKUstLyQQRHUDzlRks8G8q5B/C3Kz/B2ZOGa082uDG3NkrJ9xZi3Kcvd0TwFMERFE+50RLPhnLuebrAvedfMtyYO2FeK0cnDVLPpTABqnfv3rYeglUQwVMER1A85UZLPOvNuecCc7wS6Zz0Fdx2L7TxkGiUrUPquRQmQGVmZtp6CFZBBE8RHEHxlBst8awv595zE+GJvBfB3QtuuccCo20ZUs+l/G/f/ouAANvdvGZNRPAUwREUT7nRUk9jzr3bwq558kIGHPwIpt8L7eyn4KPUcynMCqq4uNjWQ7AKIniK4AiKp9yQ1POzdaBS2fzG3NpIPZfCBCh3d3dbD8EqiOApgiMonnJDMs/ii/DNVpg43+oVcxtD6rkUJkApKCgoyIK9r0NlOcx+0NYjsTjCBKjy8nJbD8EqiOApgiMonnJDEs+yy7DvDRh5G4SENX68lZF6LoXZJOHj42PrIVgFETxFcATFU2405qnTG3LvbT1pyCAR6G24D2paH8NGCQC+fhsuF8Hf/235AbcAqedSmBVUXl6erYdgFUTwFMERFE+50ZBnk7KWV1YYNkcMGg99h1tv4M1A6rkUJkCFhITYeghWQQRPERxB8ZQbDXk2KWv5Dx/ApRyIts/VE0g/l8IEqDNnzth6CFZBBE8RHEHxlBsNeW49WTc4GSnTwrbYKvjoGeg9BKL+ZqERth6p51KYa1Dh4eG2HoJVEMFTBEdQPOVGQ56NZS2PSPoQLqTDP1+1i6Sw9SH1XAqzglJS+ssHERxB8ZQbDXk2lLXcWadlyemnoedguH6qBUYmHUq5jRaipPSXDyI4guIpNxrybChr+ay8nQRdPgvznrDr1RMo5TZajPIpTT6I4AiKp9xoyLO+rOVtnatZlf40+tCBMOJWC4+w9Ug9lza5BrV9+3Z2796Nk5MTvXr14qmnnqJNmzYW7VP5lCYfRHAExVNuNORpzFq+7zRsueY+qP/odtG56DQs22XIvWfnOPwKKi8vjw8//JCdO3eyZ88eqqur2b9/v8X7TUhIsHgf9oAIniI4guIpNxrzNGYt/3IuxC6GL6N1DD30lKGc++gZVhpl65B6Lm2ygtJqtVRUVODi4kJ5eTmdOnWyeJ/9+/e3eB/2gAieIjiC4ik3mu15dDecS4aHP3KI1RNIP5dWtw4ICCAmJobJkyczYcIE2rZty8iRIy3e79mzZy3ehz0ggqcIjqB4yo1meep08OFT0CUMxs623KAkRuq5tHqAKikp4eDBg3zzzTf88MMPaDQavvjiizrH7dq1i+joaKKjo8nNzaWgoIDc3Fyys7MpKioiLS0NjUZDcnIyOp2OuLg44OpFuri4OHQ6HcnJyWg0GvR6PUVFRWRnZ5vay8jIQK1Wk5KSglarNS1PjW0YHxMTE6moqCA1NZXS0lIyMzPJz88nPz+fzMxMSktLSU1NpaKigsTERLNtJCQkoNVqSUlJQa1Wk5GR0WqntLS0Ok5OTk6yc6o9T2q1WnZO5uYpODhYdk7m5snZ2Vl2Tubmqbq6uslO5d9/AH/+zuVb7iU3P99unWrPU0lJiVmnluKUmJiob/G7W8C3337Lzz//zJo1awDYt28fv//+O4899li974mJieHEiROt6jcjI4Nu3bq1qg1HQARPERxB8ZQbTfas1sKiAeDsAhsTwNnZ4mOTivoc+/fvz8cff9zs9qx+DSowMJDff/8djUaDu7s7x48fp1+/fhbvt23bthbvwx4QwVMER1A85YbRs9Gs5Qfeh6zT8MRuhwpOIP1cWj1ADRw4kMmTJ/P3v/8dFxcXwsLCmD3b8udYq6rqSXQlM0TwFMERFE+5UVVVZcpafm1i2AKNIWv5/rOwcXIFqg/+a8i5N+o22w64BUg9lzbZxbds2TKWLVtm1T51Op1V+7MVIniK4AiKp9zQ6XSNZi1PfG8Lg/LOwb2b7D5rhDmknkvH2LsoAZ6enrYeglUQwVMER1A85Yanp2eDWct1FWV0+eppCB9r1xnLG0LquRQmQBUWFtp6CFZBBE8RHEHxlBuFhYUNZi2/M+MNfDUX4K5nHHL1BNLPpTABKigoyNZDsAoieIrgCIqn3AgKCqo3a7l3VQn/THuBE9fdBANGW3dgEiL1XAoToNLT0209BKsggqcIjqB4yo309PR6s5YvSH+ZDlWFXJ77tPUHJiFSz6UwASosLMzWQ7AKIniK4AiKp9wICwszm7Xcv/wCi/98idgeMxk32bET50o9l8IEqPj4eFsPwSqI4CmCIyieciM+Pt6Utfy5iRDeCfw8YE3Wf/HQVzD40ecM90E5MFLPpdUzSbQEKTJJKCgoKNgdmSmweADc8k9Y9rqtR2MxWppJQpgVlFIUTT6I4AiKp9ww67n13+DuaaiWKwOUku8tRCmKJh9EcATFU27U8fz9MPyyD6JXg4+/bQYlMQ5fsNBWGLP+yh0RPEVwBMVTbtTw1Ovh7QfB7zqYfp/tBiUxUs+lTVId2YKIiAhbD8EqiOApgiMonnKjhudPn8Dp/8ED2wyn+GSC1HMpzAoqJSXF1kOwCiJ4iuAIiqfcMHlWVsA7D0P3gTBxvm0HJTFSz6UwK6jQ0FBbD8EqiOApgiMonnLD5LnvTbiQDs9+63DlNBpD6rkUZgWVk5Nj6yFYBRE8RXAExVNu5OTkQFEefPBfGHozDHHMhLANIfVcNhqgPvzwQ1MZX0fG19fX1kOwCiJ4iuAIiqfc8PX1hW2PQkUZLH3Z1sOxCFLPZaMBqqCggLlz5/Kvf/2Lo0ePotfb/X29ZikrK7P1EKyCCJ4iOILiKTeqkn+Fb9+B6fdClz62Ho5FkHouGw1QK1eu5KuvvmLGjBns3buXKVOm8Oqrr3L+/HlJB2JpVCoxzmaK4CmCIyieskKvx2fHE9DeH+Y9buvRWAyp57JJrTk5OeHn54efnx/Ozs6UlpayatUq1q9fL+lgLImrq6uth2AVRPAUwREUTzmg08OeFHjpmQ9xO3uCV/s/x57z7dE55omoRpF6Lhvdxbdjxw727t1Lhw4dmDFjBqtWrcLV1RWdTseUKVNYtWqVpAOyFGq1Gj8/P1sPw+KI4CmCIyiejo5OD0u+hLh0NV8df4i0DgN5uX0MHj/A/rOwcQoOnxy2NlLPZaMBqqioiFdeeaVOISqVSsWbb77Zok5LS0t58sknSU1NxcnJiTVr1lj8Zj05/gcwhwieIjiC4uno7D0NR8/Dsj+eo3NFDncN247eSUWZFo6cg32n4TaZVRqRei4bPcW3fPnyeqskdu/evUWdvvDCC4waNYovvviCzz77rMXtNIesrCyL92EPiOApgiMono7O1pPgV5zGwvR17Amah1uX60yvlWlhy0kbDs5CSD2XVr86qVariY2NZcaMGYDhnGW7du0s3m/Pnj0t3oc9IIKnCI6geDo6uaV6nj51D1UqN57t+yI/ltb0zL1so4FZEKnn0uoBKisriw4dOvDYY48xe/Zs/vOf/5jdmrhr1y6io6OJjo4mNzeXgoICcnNzyc7OpqioiLS0NDQaDcnJyeh0OlOSQmO697i4OHQ6HcnJyWg0Gn755ReKiorIzs42tZeRkYFarSYlJQWtVktCQkKNNoyPiYmJVFRUkJqaSmlpKZmZmeTn55Ofn09mZialpaWkpqZSUVFBYmKi2TYSEhLQarWkpKSgVqvJyMhotVNaWlodp19//VV2TrXn6fDhw7JzMjdPSUlJsnMyN0/Hjx+XnVNmZiZLCrcwruA7dg34F87ebVkWcIy2qgqmdzA4ze3oeE6NzdOhQ4fMOrUUqxcsTEpKYt68eWzfvp2BAwfy/PPP4+XlxYoVK+p9j1KwUEFBwaG4UormzjD+dArklpHHqVbVvNzv6WKoqiu3a1D14TAFCwMCAggICGDgwIEATJ48mT/++MPi/QpdFE1miOAIiqdD897juF++wOc3bqSNmyE4zfczeHq6wJiucKsM79WVei6tnizWz8+Pzp07k56eTmhoKMePH6dHjx4W71fYomgyRARHUDwdljOxsO8NnKb+k4cXDKX/acOGiP2XowjvBAsHG4KT3LaYg0wKFj788MOsXr2aGTNmkJKSwsKFCy3epyw/pZlBBE8RHEHxdEiqq+G1pYaMEXc9g8rJcBrvy7mwOSqWL+cavpdjcALp59Lq16BagnINSkFBwSHY+wa8uQIe/hDGz7X1aOwGh7kGZSuMu0zkjgieIjiC4ulw5J0zFCKM+hvcMKfOy7LxbACpHYUJUL1797b1EKyCCJ4iOILi6VDo9fDKYsPjfZvBqe45PFl4NoLUjsIEqMzMTFsPwSqI4CmCIyieDsX370Hsd7DgeQjoavYQWXg2gtSOwgSogIAAWw/BKojgKYIjKJ4OQ+EF9Bvvp6D7aG65cg9Rm2HqR4Ys5tdmLXd4zyYgtaMwAaq4uNjWQ7AKIniK4AiKp6Ogf30ZWo2G+aFb+P2iigINJObDIz/A0q+uBilH92wKUjsKE6Dc3d1tPQSrIIKnCI6geDoEhz/F6efdvNbnvyS717zz9tqs5eDgnk1EakdhApSCgoKCpBTlw+v3cLZjJG92/ZfZQ+SatdxaWD2ThK0oLy+39RCsggieIjiC4mnXGHftlZXwyA0/1sm1dy3GrOUO6dlMpHYUJkD5+PjYeghWQQRPERxB8bRrvn8PftkLi9ZSph0A+fUfGuhteHRIz2YitaMwp/jy8vJsPQSrIIKnCI6geNoteefgrZUQPhZm3M+CwYYEsObwdDHk3gMH9GwBUjsKE6BCQkJsPQSrIIKnCI6geNojumodF/8bQ1mlnqnB7zH1E2d0ehgVUjdI1c5a7kieLUVqR2EC1JkzZ2w9BKsggqcIjqB42hs6PXz6zCv4nz3Ef/q9SqKqG4n58NiP4AQ8OxHCO4Gfh+HxuYmwccrVxLCO4tkapHZUksUqKCgoNIEffkxk9ItD+cn/RhZFfV4jnZFoBQibi5IsthFkldK/AUTwFMERFE+7oryMXhuiKXH1YXX423Vy7TVlO7lDeLYShy9YaCtkVxStHkTwFMERFE+7YsN9BJekcPvw77jUppPZQ4zbyevDITxbiSwKFtoCET69gBieIjiC4mk3HPoY9r/NZ+H/5me/SfUeZtxOXh927ykBUjsKE6BE+PQCYniK4AiKp12Qm264Ibfv9bjevaZJ28nrw649JUJZQbWQhIQEWw/BKojgKYIjKJ42R1sFz801XG96+CNu7efK6CZsJ68Pu/WUEKkdhbkG1b9/f1sPwSqI4CmCIyieNmfbo5ByHB77BDp3QwVsmmpI/rrlpOGaU6C3YeV0a5+r28nrw249JURqR5utoKqrq5k9ezbLli2zSn9nz561Sj+2RgRPERxB8bQpRz6DXWth6j9h7GzT0yonw1byL+dC7GLD421hjQcnsFNPiZHa0WYB6oMPPiA0NNRq/QUHB1utL1sigqcIjqB42ozzp2HdXdBnGCx9WbJm7c7TAkjtaJMAdeHCBY4cOcLMmTOt1mdBQYHV+rIlIniK4AiKp03QqGHNDHBtA49/Cm5tJGvarjwthNSONglQL774Ivfffz8qVf3d79q1i+joaKKjo8nNzaWgoIDc3Fyys7MpKioiLS0NjUZDcnIyOp2OuLg44Oo2x7i4OHQ6HcnJyWg0GkpLSykqKiI7O9vUXkZGBmq1mpSUFLRarekCn7EN42NiYiIVFRWkpqZSWlpKZmYm+fn55Ofnk5mZSWlpKampqVRUVJCYmGi2jYSEBLRaLSkpKajVajIyMlrtlJaWVsdJrVbLzqn2PBkTUsrJydw8tW3bVnZO5uaprKzMPpzOnqXy+TvQZ6ZwacmbFKg8JP0bUVxc7NDz1JTfvZycHLNOLcXqqY5++uknjhw5wmOPPcZvv/3Gu+++y5tvvtnge6RIdZSbm0tgYGCr2nAERPAUwREUT6uz51XYcB/c/RzMWS1583bjaUHqc2xpqiOr7+I7efIkBw8e5MiRI1RUVHDlyhVWr17N888/b9F+dTqdRdu3F0TwFMERFE+rcvIH2PQvGDENov+NTg97T8PWa3brLRgM05qwW68+7MLTwkjtaPUAdd9993HfffcBmFZQlg5OAJ6enhbvwx4QwVMER1A8rUZ2Kjw9G7qEwUPb0eHEki/h6HkoqzIcUqCBR36A/WdrZihvDjb3tAJSOwpzo25hYaGth2AVRPAUwREUT6ugLobHbwEnFazZB17t2Hu6ZnAyUqaFI+cM90G1BBHmU2pHm96oO3ToUIYOHWqVvoKCgqzSj60RwVMER1A8LU61Fp6dA7lp8MIBCOwOGE7r1Q5ORoxZy1tSVkOE+ZTaUZgVVHp6uq2HYBVE8BTBERRPi7P5ATjxLazcAAPHmZ5uLCt5Y6/XhwjzKbWjMAEqLEyMSmIieIrgCIqnRflig2HX3vR74eaFNV5qLCt5Y6/XhwjzKbWjMAEqPj7e1kOwCiJ4iuAIiqfFOLYX3lwOw6fC4pfqvLxgcN2EsEaakrW8PkSYT6kdlZLvCgoK4pD8Czw0AUIHwos/godXnUN0egy7+DIN15yMGLOWt3QXn8goJd8bQYRiYSCGpwiOoHhKTtYZeOIW8AuGp740G5zAEHw2TYXnJkJ4J/DzMDw+N7F1wUmE+ZTaUVlBKSgoyJ/CC3DfSEOuvVd/gaAeth6RUCgrqEYw5qySOyJ4iuAIiqdkqIvh0ZuhKA+e/spmwUmE+ZTaUZiChREREbYeglUQwVMER1A8JUGjNgSnc0mw5gvoU/e+S0ukNTKHCPMptaMwK6iUlBRbD8EqiOApgiMonq2mshz+Mw1O/waPfAxDbqxziHFDxCM/QmK+IaVRYr4hrdHSrwyvS4UI8ym1ozAByprFEW2JCJ4iOILi2Sq0VfDUbIj/ER54F0ZPN3uYpdIamUOE+ZTaUZgAZaxTIndE8BTBERTPFlOthRfmw/EvYcVbMOn2eg9tSlojqRBhPqV2FOYalK+vr62HYBVE8BTBERTPFqGtghduh58+gUVr4ZZ/Nni4pdIamUOE+ZTaUZgVVFlZma2HYBVE8BTBERTPZlNVCc9EG4LT4pdg9gONvsVSaY3MIcJ8Su0ozAqqofLyckIETxEcQfFsFpUVhppOv34B/3zFkGOvFuZ26w0KgLOFoDFTlbw1aY3MIcJ8Su0oTIBydXW19RCsggieIjiC4tlkKsthzUz439ew/E249Z46h5jSF9UqQnj2Eni3MXyvMZPW6NY+rRvatYgwn1I7yj+k/4Varbb1EKyCCJ4iOILi2SSulMAjNxmC072bzAYnqH+3nqYaLlfArL7SpjUyhwjzKbWjMCsoPz8/Ww/BKojgKYIjKJ6NUnjBEJzOJcHqHTDhH/Ue2tBuPU01xOfBl3NbNoymIsJ8Su0ozAoqKyvL1kOwCiJ4iuAIimeD5KTB/aMgO9WQ+LWB4ATW3a1XHyLMp9SOVl9BXbhwgUceeYSCggJUKhWzZs3i9tvrv09BKnr27GnxPuwBETxFcATFs17OnjSkL6rWGkpm9B1e42VzmyE8XAFN/U1KuVuvPkSYT6kdrb6CcnZ25oEHHmDfvn3s2LGDnTt3kpaWZvF+k5KSLN6HPSCCpwiOoHia5ZcvYNUYcHGD9UfNBidzqYvy1OBcz/UkqXfr1YcI8ym1o9UDlL+/P/369QPAy8uL0NBQ8vLyLN7voEGDLN6HPSCCpwiOoHjWQK+HT9fDk9OgSxi89iuE1C0vXt9miEod6AE355rPW2K3Xn2IMJ9SO9r0GlR2djYpKSkMHDiwzmu7du0iOjqa6OhocnNzKSgoIDc3l+zsbIqKikhLS0Oj0ZCcnIxOpzOleTcWzIqLi0On05GcnIxGo+HQoUMUFRWRnZ1tai8jIwO1Wk1KSgparZaEhIQabRgfExMTqaioIDU1ldLSUjIzM8nPzyc/P5/MzExKS0tJTU2loqKCxMREs20kJCSg1WpJSUlBrVaTkZHRaqe0tLQ6Tj/99JPsnGrP04EDB2TnZG6eYmNjZedkbp4OHz7csJO2iouPz4TN/6Ko/3hYd5iErItmnb7/PZc+rtmEuBUx1jsNH2cNt/gko0LH3I5xBHjBiuBY/DxgeXAcz03QcW9oMhXl0jqZm6dDhw459Dw15Xfv+++/N+vUUmxWsLCsrIyYmBgWL17MpEmTGjxWKViooCAoJQWG7BDxP8LcR+DOp+Cvm0HNXWtKLwZ1Zf3N+XlA7GIrjV3BhEMVLKyqquL+++9nypQpjQYnqRCh3DKI4SmCIyienP4NlkVB0s+GjOR3PVMjOJm71nSlgeAE1tkMUR8izKfUjlYPUHq9nv/85z90796dO++802r9RkVFWa0vWyKCpwiOILCnXg9fbYZVo8HJCV4+Cn+r+beivmtNDZ0OstZmiPoQYT6ldrR6gDp58iRffPEFx48fZ9asWcyaNYvDhw9bvF/jOVK5I4KnCI4gqGeFBtbdDa8ugUHj4c1YdL2GsCcFpn4EUZsNj+t+qf/GW4DaG/asuRmiPkSYT6kdrX4fVGRkpE0mqnfv3lbv0xaI4CmCIwjo+efv6J/7B07nkvgw4gle7voEnb50Bif4s9BQnwkMp/Maw8sVQjtcvTa1cLAhOEmZuqi5iDCfUjsKk+ooMzOTXr162XoYFkcETxEcQSDPc+folfQN+i0PUerqw79GfMP3vjdCOeSXt6zN0A6WT13UXESYT6kdhQlQAQEBth6CVRDBUwRHkLencQfeZ8fyuPen5ZD7Pad7TOXuXu+Q7ezfqrZtfa2pPuQ8n0akdhQmF19xcbGth2AVRPAUwRHk66nTw5Iv9BzdvpNXdw9gUP5hHu//Bjf12SdJcLL1tab6kOt8XovUjsKsoNzd3W09BKsggqcIjiAPT3P3Ko32zCH6s3uYdGEv8e2H8tawl/jWbWyL2u/SDnzc7etaU33IYT4bQ2pHYQKUgoKC5TAXiO6KgP1n4WfjdnC9nvFn3uWfyatooyvnmbC1bA29j16ehdCCa02eLvDACLitbsYjBZkgTIAqL2/h1VYHQwRPERzBfj1rB6PObTG70271AajWG776liaw5tRyhhUd5bjvGB4auJUML8PF9HbOzfe051N59WGv8yklUjsKE6B8fHxsPQSrIIKnCI5ge88mrYqof9t3pQ7aVRWz6swT3JHxJiWuHfh3+GY+7rIAvdPVy9/nK2t6OlHzhlsPZ+jZ0fBvRziVVx+2nk9rILWjMAEqLy+Pdu3a2XoYFkcETxEcwbaexlRCR2sFomtXRQ3hrNMyO2sbD5x+jI6VF9kRspS1fZ6mxM23zrH9PPLIrTJ4ejjDrH6GCreOHIzMIcLvrdSOwgSokJAQWw/BKojgKYIjWM/T3EppUAAczbx6ys5Ipa6RxvR6Juft49+nH6aX+g9OdBhJzLD9nGofWedQ40rpuNrgaTxtt2a84wcjc4jweyu1ozDbzM+cOWPrIVgFETxFcATreNaXdHVHYt3g1BhDCo/y2S+j2RJ7G056HYujdjNzxFGzwcnDGW4Ph/BOcGvHM4R3gucmwsYp8gxOIMbvrdSOwqygwsPDbT0EqyCCpwiOIL1nc1ZKTa7Bo9cz4tIhVp59ipGXDpLXJpB/h29mV/BdVKtcUDmBiwoqq6++pe5KSZlPuSC1ozArKBFS3YMYniI4grSeUq6UANDrGZf/DZ/+MoadxyfQQ53Cmr7rGTv+LDtDFlGtcsHTBSaFwouTDCslPw/MrpSU+ZQPUjvarGBhc6q/pt4AABcnSURBVFAKFioomKe+nXZOwDvxNVdKu/9oYTC6BvfqMmZmf0BMxmv0vpxEtnsXNvb4N3u7LSCkk+EmTbltblBoPS0tWCjMKb7Y2Fgh6rGI4CkHR3OBZcFguKU3fHHG8Pxwp1iO66PqPN/Ylu8HvjcEKONOuwINnMpvxmm7azBuZAjUnGf+ubeYl7kZn6pCiq+L4OVB29jZ6R/4t3djTSuCkRzmsymI4Cm1o7KCcgT0eii+CEUX4HIhlF4yfBn/Xa421NGp1Bgejf/W17PlSuUMru7QxgPc3P/6+uvfHt7Q1gfadvjr0Qe8/nr09jU8OsnrI3FTgoWUz5u7sRUMGwe82xhKljfleTdV07Z8t5R2VPCI6z56/fYOg7O/AyfIG3gbneffiyp8jOx+DxQsR0tXUMIEqISEBAYNGiTRiCyAuhjOn4as05B1BvLPwcXzUJAFF7OgqsL8+4xBpY0HuHmg0YGHj68h4Kiczb+nWgtV5VBZ/lcwK78a3MrVoGtgL7GLK/gEQIdrvzobHn0CwO868O9ieHRxBeoPANPq+cTd2GmrwSRwkkF2FSya+3xT+LtvAp8UWud31nRzrF7PwJIT/D3nfabn7qBteSH4BcPfYuCmBdC5m+R92/3/TYkQwbM+RyVANYJWq8XFxQ7OaGqrIPMPOBsHqXHwZ4IhKBXlXT1G5Qz+wYY/9P5dDH8g/LuAbyC062j48vY1PLbxqNn8X54tXRW8E6ejpEhND7dibu9ezDi/Yn47U8wvfxShLy0kRJ/HUI883C/noc67QLuyPHwr8nHR1/zrq8OJIs9A8O9CumsXTum7kOnWhVyPLuS4d+GSdzf69urEzb2calwrMXfaCgyBzHjays1JS6XexarBwhYYPS2Nh0rPfR3+R6fYXVyf/ilBZeeodmmDatRtON14NwyeCM71fNiRALv5v2lhRPCsz1EJUGa49o90L10KqaqwBs/n176wLMUn9DCXfJZ7HME/7TC65F/oWvg7bXSG1ZDe3YvCwEGccOnLH+59KO3UhxHX92H8iO588adri/rspUvhjFOYRVcF1wYLACe9js66IrrqLuB9OYuO6vMElp8nSHOe68rP01lj+N6zuqzG/JQ5e5Lt2Y1Mj1DOe4Ry3jOUXK9QznkYvi67tjc7rze1T+GbEvlnCLWEp3Gl5KlVM+LSQSYX7Odvl76i4+VMw4o3cjKMnQ0jpoF3B0n7ro+UlBTCwuQ/nyJ41ueoBKha1E7V4u+i5qK2bZP/6ELL/qAHORUxKPt7huV9z9DCI/S8choAjcqDeJ9hJLYfwqn2kaT6RlHo25PSKmdJg4jR0+7Q62lfVURQ+XmCNJl0Kcugiyad4LJ0umjS6VKWTjttaY23FLt2MAWu855Xg5jauxOJbv2pcJZ3+QIp59JVV0nU5TjucjlM59Pf0S/vCG66SrRuXjhHTsRpzEwYcavhGqOVUavVtG1rh7+zEiOCZ32ODrWL7+jRo7zwwgtUV1czY8YMFi5cKHkfe0/XzCPWy72Ai+q2aKpBU1b3eJ2ZMF3fsTWe1+vpV5rA+Itfc0P+fiKLf8FFX02JS3tO+I7mky5385vvGBLbR1GlcqvVUAv7bOB5o6fd4eREiZsvJW6+/NHOzHn4vwJYF006IWWGgNXlr+DV+/IpJuR/ibuu5nW4vDaBZHt0JcujK1me3cj26PrX993I8uiKxsXLSnKWoSlzae5GWJUTdKy4SN+SOIYU/sywwiNElBzHo/qvX7huA2DGShh6My79R4FbGwtaNE5BQYHs/3CDGJ5SO1o9QFVXV/PMM8+wefNmOnfuzJw5cxg/fjw9evSQtJ+tJ2tew8irkvAX468LyVNzP+H/cnfRRXMOgMR2kWzosZqD/v9HvM8wqlXWj/+SelqTawLYqfZ1t6k66XX4V1wgpCydqKrfaVNaQHBZBtdpzjGw5AQ3XdiNm76qxnsKXTvWClyG4JXjEUJ+m0AutfFH52S5ayvNxbgavlwJGu3Vuaz9vBFPF7jhugpmtk/j+PHT+OfGM0h9kvDLJ/EszgKgGhXpHSPIGb2I0DFjUA0YDb6dbaFXL3L/o21EBE+pHa3+FzQxMZGQkBC6dOkCwM0338zBgwclD1C5l2t+76GqMn9gM+h1OZmZWe8xNfcTumgyqHRy5ajfZF7r9QQH/f+Pi+62/48vhac9ondSke8eRL57EOUe3TmlCazxujGAdfkraBm/umgy6Kn+g3EXv6lzDUzr5EyBWwD57oHkt/nryz2QvDZBFHsGUunlR46TL3kqX4pdfalWudQbLFryvLkSElN7w5dnYMtJ8K6sol3bCu4JzWGCdxYnE7P5PTkbr6Jz9NKcIaz8DJ5F53DS6ZgEoFJBcB8YPBZ6Doaeg3HuPZSeXvadQbuqSp6/s7URwVNqR6sHqPz8fDp3vvqHPCAggN9//73Ocbt27eLTTz8FDHXuCwoKqKqqQqfT4enpSWFhIUFBQaSnpxMWFkZ8fDyRkZGmG8XmdIzjrawIpvikcORyKAM9cymtdqejSxlVehUanSsBrmpSy/2I8srix9Ke3NYhiU8KBzHfL5b3C6KY7xfLntxePF6yjrAz3xJRdBytkwu/B4zm437380vQTag83Dlf6cNAjzyOqzswuf0Z9hSF12jj/YIo/u6bwOdF/ZnQ7iyxV4Lp5V5AXlVbPFRVuDrpuKT1pFubQn4vC2KMdzpfFYcx1y+eHQWRpjbm+cXxUcG1TjlkVPjWcOrvkUdelXeDTu8XRDG9QyLfl/RmeNtMkjUBdHErprTacE2nnXM55yt96OeRx3F1SKudTmmCGNMunS8Krzrd6R/LBwWGeartlFnpi79rGZrqq/N0tsKPIV5ZHCjpyVjvdE5pAonxj+XrK1H8n1cs716MYlTgJb4vicK/nT+Hq6fg41TMpcq/nFQaKjU6RutPklegZbgugQtFTowkEXVpFQOrz+B68X+0L7+Iqp5bWjWu3ujadsC5rTel7gFcqlKRruvEdZ4a2gaE4EkpRW27k1dYyImyrvT3yue6zv4EOpeSo/ImpaSSKxXgqdIysN1lepS5oC68iK+XB0XJWXRMU1Gac47bnKq5+dIFXCvUqK6UmPof+teXzr0t1YE9qLwunMqu0RR5+eMbPpwzla4MiBpm+j8QGxtLlFc7EhIS6N+/P2fPniU4ONh0GqY5/5/i4uKIiIggJSWF0NBQcnJy8PX1paysDJVKhaurK2q1Gj8/P7KysujZsydJSUkMGjSo5niiokhMTKR3795kZmYSEBBAfn4+zn/tEiwvL8fHx4e8vDxCQkI4c+YM4eHhddqwd6fi4mJT+XOjU3Z2Nr6+vrJyqj1PZ8+eJTAwsI5TS7H6Jolvv/32/9u7/6Co6n6B4+9l5SrCdVWeZdHMxB/pmIOM2eWSOGlWVwGRxQaZ0XkwDW369Ujj5KjYXh2MtGmeaubGDEn0Sy9OjBsoUZZxhwQzGssfkIwPjpQoC4kxwiLyY+8fq5sUay6u7NlzPq8Zxum0u33f7ul8OWfPOUtlZSVbt24FYP/+/Zw8eZJNmza5fc5ATpKwnoZNh34/oWD8v13m52u3f1bSA60/sPLc2yy+sJeg3g5qQx5g772rsd6zgpahRo/GMphu1emt3/5vdUJJf4ehYsdD3JS+Zx+uioLP/gUVf7hR6a0er9M5l+k6LuMIGvWnPQ53eyK3s9x1F4TuLucp/y0Xf78Q+kpL/z8dbdBph6v263+2O68x84R+iPNatqHDnRdH//uo6xdEj+Jq4HCGhY93XlMWeo/z0oO/3QPDR6jqItnLly8zatTgnDHoS1rodNfoNydJmEwmGhsbXf9ss9kICwvz+n9nyVT47Mzvd2qeMLSFn6+NuuVGd0hvNwsai3jq3FtEt3xDuz6Yzyb8nf8dt5qqkNmujcLd3KDf6fKbO//qENJAl988WXiy8Tf/4ezTpGlQXHv7jwfnsrq6FiZNGtXndZL6eaynywHnqdbGcc6fgejuck5WPd3OO4D09jrv6OFwOP/UBUDgUOekFDj0ltcXNdTVef3QtxK1tLSofsMN2uj0duOg70F1d3eTkJDArl27MJlMpKamsmPHDiZPnuz2OXdyHdSNDWB7ewfBwUH9bkgnBNl5pS2XKf/3T4Zf/pmG4RMofeAFxixdxX9FjRz0DfqdLL+5U6036uzo6CAoKOivH+jnpFNdtNDprtGvroMqLy9n586d9PT0YDabWbNmzS0f7407SdTU1DB9+vS+C+1X4EAOFL4BvzXBjLmw9CX4z8V39cr5u6nfTpXRQiNIp9poodNdo19NUJ7yxgTV29tLQMD1r7+yXwHrW7Dvn87PEh58ApZvgRmxXhitb/XpVCktNIJ0qo0WOt01DnSCUvff1k1+/PFH5+cDxf8DKyfDB1tg+sPw1reQ/YUqJie43qlyWmgE6VQbLXR6u1Hddy68weFgVlsdPL0MLvwLZs6Dbfth2n/4emReN2vWLF8P4a7TQiNIp9poodPbjerfg7pyGf4RA1kpzjOnskpg59eqnJxAvlZaTaRTXbTQ6e1G9e9BhYyEMRMhfi089ne/Pfnhdqn9GztBG40gnWqjhU5vN6p/D0qng417OGacqfrJCeDYsWO+HsJdp4VGkE610UKntxvVP0FdFxUV5eshDAotdGqhEaRTbbTQ6e1GzUxQp0+f9vUQBoUWOrXQCNKpNlro9HajZiaoiIgIXw9hUGihUwuNIJ1qo4VObzdqZoK6cOGCr4cwKLTQqYVGkE610UKntxs1M0GNHj3a10MYFFro1EIjSKfaaKHT242amaDs9n6+L12FtNCphUaQTrXRQqe3GzUzQan9Hlg3aKFTC40gnWqjhU5vN6r/b+y6wMBAXw9hUGihUwuNIJ1qo4VObzf6xZ0k6urq7uhrg0Eb32YJ2ujUQiNIp9poodNd40BPnvCLr9vwhmXLlg3odu/+RgudWmgE6VQbLXR6u1Ezh/iEEEL4F5mghBBCKJL+2Wef/W9fD2Kw3OnnWP5CC51aaATpVBstdHqzUTOfQQkhhPAvcohPCCGEIskEJYQQQpH8doLasmULjzzyCGaz2bWstraW5cuXYzabef7552lra/vTv0tKSsJsNtPZ2QlAdXU1ZrOZuLg4srOzcTiUdcTTk84DBw7w5JNPun4iIyNdt79XU2dXVxebN2/GbDaTmJjIrl27XM85fPgwixcvJi4urs9ypfC0MzMzE7PZzNKlS6mqqnI9R8nvZ2NjI6tWrSIxMZGkpCQ+/vhjAFpbW0lPTyc+Pp709HRaW1sBcDgcZGdnExcXR3JyMjU1Na7XKioqIj4+nvj4eIqKinzS446nnWfPnmX58uXMmjWL999/v89rKXm99bTzwIEDJCcnk5yczIoVK6itrXW9lqedfjtBLVmyhJycnD7LLBYL69atw2q1smDBAvLz8wHo7u5m48aNvPLKK3z66afk5+czZIjzGuWsrCwsFgslJSXU19dz+PDhQW+5FU86ExISKCwspLCwkFdffZWxY8cybdo0QF2dBw8e5Nq1a1itVvbu3csnn3xCQ0MDPT09bN++nXfeeYeioiJKS0upq6vzRY5bnnQWFhYCYLVayc3N5fXXX6e3txdQ9vup1+tZv349xcXF7N69m4KCAurq6sjLyyM6OpqSkhKio6PJy8sD4JtvvqG+vp6SkhIsFgtZWVmAcwOYk5PDnj172LNnDzk5Oa6NoBJ42mkwGNi4cSMrV67s8zpKX2897Rw3bhz5+fns27ePtWvXsnXrVmBgnX47Qc2ePRuDwdBn2blz55g9ezYAMTExfPXVVwBUVlZy//33M3XqVABGjhyJXq+nubmZtrY2oqKi0Ol0JCYm8vXXXw9uyF/wpPNmpaWlxMXFAaiuU6fT0dHRQXd3N52dnQQGBhISEsLJkycZP3489957L4GBgSxatIiysrJBb7kVTzrr6uqIjo4GIDQ0lBEjRlBdXa3499NoNDJ9+nQAgoODiYiIwGazUVZWxpIlSwDnRH3jvSkrKyMxMRGdTsfMmTO5cuUKzc3NVFRUEBMTg8FgwGAwEBMTQ0VFhc+6/sjTztDQUGbMmOH65fgGpa+3nnZGRUW51vHIyEhsNhswsE6/naD6M3nyZFfwF198QWNjIwD19fXodDrWrl1LSkoK7733HgBNTU2YTCbX800mE01NTYM/cA+567zZ559/zqJFiwD1dT7++OMEBQXx6KOP8sQTT5CWlobBYKCpqYnw8HDX800mk+t/DiVz1zl16lTKysro7u7m/Pnz1NTU0NjY6FfvZ0NDA6dPnyYyMpJLly5hNBoB50bv0qVLAP2+b01NTW6XK9HtdLrjT+utp51Wq5XY2FhgYJ2qmqC2bdtGQUEBKSkp2O12140Le3p6+OGHH3jttdf44IMPOHToEN9++22/x+11Ot1gD9tj7jpvOHHiBMOGDWPKlCkAqus8deoUAQEBHDp0iNLSUj788EN++eUX1XWazWZMJhOpqans2LGDmTNnotfr/abTbreTkZHBhg0bCAkJcfs4d5+fqa3THbV2fvfdd+zbt4+MjAxgYJ1+cbPY2zVx4kRyc3MB52GT8vJywDlTP/jgg66bGM6dO5effvqJhISEPjO4zWZz/UagZO46b7j58B78+TcVf+8sKSkhNjaWwMBAQkNDiYqKorq6mvDw8D57kzabjbCwMJ+M3RPuOocMGcKGDRtcj1uxYgX33XcfI0aMUPz72dXVRUZGBvHx8Tz22GOA8xBXc3MzRqOR5uZmQkNDAef62d/7ZjKZ+pwYYrPZeOihhwY35C940umOu34l8bSztrYWi8VCTk4OI0eOBAbWqao9qBu7mL29veTm5pKSkgLAww8/zJkzZ1yfW3z//fdMmjQJo9FIcHAwx48fx+FwUFxczPz5832ZcFvcdd5YdvDgQRYuXOhaprbOMWPGcPToURwOB3a7nRMnThAREcGMGTOor6/n/PnzdHV1UVpayrx583xYcHvcdXZ0dLi+AK6yshK9Xu8X663D4cBisTBx4kTS0tJcy+fNm+c6E6+oqMg15vnz51NcXIzD4eD48eOEhIRgNBqZM2cOR44cobW1ldbWVo4cOcKcOXN80tQfTzvdUfp662nnxYsXycjIIDs7mwkTJrgeP5BOv72TxMsvv0xVVRW//fYbo0eP5rnnnsNut1NQUADAggULWLdunWsXcv/+/eTl5aHT6Zg7dy4vvfQS4DxdNzMzk6tXrxIbG8umTZsUtXvtaWdVVRVvvvkmu3fv7vM6auq02+1kZmZy9uxZHA4HSUlJPPXUUwCUl5ezc+dOenp6MJvNrFmzxpdZf+JJZ0NDA8888ww6nY6wsDC2bdvG2LFjAWW/n8eOHSMtLY0pU6a4vsDuxRdfJDIykvXr13Px4kXGjBnDG2+8gcFgwOFwsH37dioqKhg2bBhZWVmu2+VYrVbeffddANLT0/ucnu9rnnb++uuvLFu2jPb2dgICAggKCqKoqIiQkBBFr7eedlosFr788kvXuqrX6113OPe0028nKCGEEOqmqkN8Qggh1EMmKCGEEIokE5QQQghFkglKCCGEIskEJYQQQpFkghJCCKFIMkEJIYRQJJmghPCRU6dOkZycTGdnJ3a7naSkJM6cOePrYQmhGHKhrhA+9Pbbb3Pt2jWuXr1KeHg4Tz/9tK+HJIRiyAQlhA91dXWRmprK0KFD+eijj9Dr9b4ekhCKIYf4hPCh1tZW7HY77e3tdHZ2+no4QiiK7EEJ4UMvvPACCxcupKGhgebmZjZv3uzrIQmhGLIHJYSPFBcXo9friY+PZ/Xq1VRXV3P06FFfD0sIxZA9KCGEEIoke1BCCCEUSSYoIYQQiiQTlBBCCEWSCUoIIYQiyQQlhBBCkWSCEkIIoUgyQQkhhFCk/wcgxXZsbTjJGgAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 绘制多项式回归线\n", + "px = np.linspace(X.min(), X.max(), 1000)\n", + "px = px.reshape(-1, 1)\n", + "pred_py = model.predict(px)\n", + "\n", + "# 绘制图像\n", + "mp.figure(\"中国历年GDP拟合结果\", facecolor='lightgray')\n", + "mp.title('CHN GDP Regression', fontsize=16)\n", + "mp.tick_params(labelsize=10)\n", + "mp.grid(linestyle=':')\n", + "mp.xlabel('x')\n", + "mp.ylabel('y')\n", + "\n", + "mp.scatter(X, y, s=60, marker='o', c='dodgerblue', label='Points')\n", + "mp.plot(px, pred_py, c='orangered', label='PolyFit Line')\n", + "mp.tight_layout()\n", + "mp.legend()\n", + "mp.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.1" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/GDP_analyse/GDP_data.csv b/GDP_analyse/GDP_data.csv new file mode 100644 index 0000000..55aa887 --- /dev/null +++ b/GDP_analyse/GDP_data.csv @@ -0,0 +1,265 @@ +"Country Name","Country Code","Indicator Name","Indicator Code","1960","1961","1962","1963","1964","1965","1966","1967","1968","1969","1970","1971","1972","1973","1974","1975","1976","1977","1978","1979","1980","1981","1982","1983","1984","1985","1986","1987","1988","1989","1990","1991","1992","1993","1994","1995","1996","1997","1998","1999","2000","2001","2002","2003","2004","2005","2006","2007","2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019", +"阿鲁巴","ABW","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","405463417.11746","487602457.746416","596423607.114715","695304363.031101","764887117.194486","872138730.754587","958463200.205402","1082979707.65566","1245688253.10539","1320474860.3352","1379960893.85475","1531944134.07821","1665100558.65922","1722798882.68156","1873452513.96648","1920111731.84358","1941340782.12291","2021229050.27933","2228491620.11173","2330726256.98324","2424581005.58659","2615083798.88268","2745251396.64804","2498882681.56425","2390502793.29609","2549720670.39106","2534636871.50838","2581564245.81006","2649720670.39106","2691620111.73184","2646927374.30168","2700558659.21788","","", +"阿富汗","AFG","GDP（现价美元）","NY.GDP.MKTP.CD","537777811.111111","548888895.555556","546666677.777778","751111191.111111","800000044.444444","1006666637.77778","1399999966.66667","1673333417.77778","1373333366.66667","1408888922.22222","1748886595.55556","1831108971.11111","1595555475.55556","1733333264.44444","2155555497.77778","2366666615.55556","2555555566.66667","2953333417.77778","3300000108.88889","3697940409.61098","3641723321.99546","3478787909.09091","","","","","","","","","","","","","","","","","","","","","4055176933.36905","4515563413.82564","5226775163.30205","6209140044.00519","6971286731.72065","9747886104.53251","10109218067.7904","12439087076.7667","15856574731.4411","17804280538.1102","20001615788.6719","20561054090.3995","20484873230.2111","19907111418.9938","19362642266.6484","20191764940.1602","19362969582.3643","", +"安哥拉","AGO","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","5930503400.83228","5550483035.90815","5550483035.90815","5784341596.36339","6131475065.23832","7553560459.10428","7072063345.44786","8083872012.47326","8769250549.73596","10201099039.5655","11228764963.1618","10603784541.197","8307810973.58848","5768720421.61367","4438321017.39068","5538749259.94714","7526446605.51712","7648377412.83277","6506229607.29432","6152922942.98032","9129594818.60749","8936063723.20121","15285594828.418","17812705294.325","23552052407.5488","36970918699.2523","52381006892.038","65266452081.386","88538611205.1433","70307163678.238","83799496611.2004","111789686464.441","128052853643.106","136709862831.194","145712200312.505","116193649124.151","101123851090.455","122123822333.591","105750987618.63","", +"阿尔巴尼亚","ALB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","1857338011.85488","1897050133.42015","2097326250","2080796250","2051236250","2253090000","2028553750","1099559027.77778","652174990.837304","1185315468.46295","1880951520.3972","2392764853.42107","3199642579.96974","2258515610.08862","2545967253.2416","3212119044.17089","3480355188.60063","3922099470.97313","4348070165.19261","5611492282.86582","7184681398.5698","8052075642.10781","8896073938.31407","10677321490.3807","12881353507.8539","12044208085.864","11926953213.6961","12890866742.6533","12319784886.2038","12776280961.155","13228247844.1247","11386931489.7968","11861352704.87","13025062195.7906","15058879128.6536","", +"安道尔共和国","AND","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","78619206.0850963","89409820.3592814","113408231.944085","150820102.798401","186558696.279204","220127246.376812","227281024.620741","254020153.340635","308008897.569444","411578334.159643","446416105.825017","388958731.302938","375895956.383462","327861832.946636","330070689.298282","346737964.774951","482000594.03588","611316399.407088","721425939.15155","795449332.396346","1029048481.88051","1106928582.86629","1210013651.87713","1007025755.00065","1017549124.33238","1178738991.19295","1223945356.62682","1180597272.72727","1211932397.81713","1239876305.13531","1434429703.33518","1496912751.67785","1733116883.11688","2398645598.19413","2935659299.72684","3255789080.96008","3543256805.92147","4016972351.49192","4007353156.58415","3660530702.97305","3355695364.23841","3442062830.13622","3164615186.94591","3281585236.32501","3350736367.25488","2811489408.89431","2877311946.90265","3013387423.93509","3236543909.34844","", +"阿拉伯联盟国家","ARB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","25800420222.6921","28342519494.0643","31922432897.0609","36946286419.8104","44066761651.0649","55776586530.5686","105527467635.091","116892827867.675","145248809080.621","167282389074.525","183716163415.297","248663012539.485","337194058933.763","347641502767.773","326100368169.541","306342010686.603","310748337925.361","307598042505.916","293623508043.854","313040206369.594","307889062413.156","322859532931.739","446901684420.875","440649432072.993","471671634103.682","477133962042.005","487661715245.43","523928956600.448","578398811758.025","613432360792.61","591681589857.127","644050661585.064","735188056517.167","723449066469.795","729231446595.318","823341300650.195","964327345387.531","1185142919458.18","1404653310998.68","1638213879955.77","2078823967037.02","1796358749934.16","2110062113014.68","2501833645178.18","2787005632800.05","2867265277713.17","2908360229229.29","2557989964900.41","2506119300749.31","2588873647194.9","2781589257561.09","", +"阿拉伯联合酋长国","ARE","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","14720672506.5004","19213022691.0526","24871775164.6043","23775831783.4263","31225463217.7582","43598748449.0479","49333424135.1131","46622718605.2847","42803323345.1376","41807954235.903","40603650231.5445","33943612094.7971","36384908744.2114","36275674203.2144","41464995913.9199","50701443748.2975","51552165622.4462","54239171887.769","55625170253.337","59305093979.842","65743666575.8649","73571233996.1863","78839008444.5655","75674336283.1858","84445473110.9598","104337372362.151","103311640571.818","109816201497.617","124346358066.712","147824370319.946","180617018379.85","222116541865.214","257916133424.098","315474615738.598","253547358747.447","289787338325.391","350666031313.819","374590605854.323","390107556160.654","403137100068.073","358135057862.492","357045064669.843","382575085091.899","414178897208.986","", +"阿根廷","ARG","GDP（现价美元）","NY.GDP.MKTP.CD","","","24450604877.6081","18272123664.4715","25605249381.7597","28344705966.6389","28630474727.9023","24256667553.2569","26436857247.4982","31256284543.6155","31584210365.5447","33293199095.4881","34733000536.2862","52544000116.9037","72436777342.4554","52438647921.9226","51169499890.7722","56781000100.9448","58082870156.2634","69252328953.3789","76961923741.9478","78676842366.4213","84307486836.724","103979106777.911","79092001998.032","88416668900.2596","110934442762.694","111106191358.197","126206817196.091","76636898036.4712","141352368714.691","189719984268.485","228788617201.696","236741715015.015","257440000000","258031750000","272149750000","292859000000","298948250000","283523000000","284203750000","268696750000","97724004251.8602","127586973492.177","164657930452.787","198737095012.282","232557260817.308","287530508430.568","361558037110.419","332976484577.619","423627422092.49","530163281574.658","545982375701.128","552025140252.246","526319673731.638","594749285413.212","557531376217.967","642695864756.35","518475134084.357","", +"亚美尼亚","ARM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","2256838858.42714","2068526521.90299","1272577456.12712","1201313201.01272","1315158670.28285","1468317350.06841","1596968913.27897","1639492424.36472","1893726437.26462","1845482181.44801","1911563665.39006","2118467913.37873","2376335048.39976","2807061008.69084","3576615240.41616","4900469950.09033","6384451606.1421","9206301700.39619","11662040713.8753","8647936747.98704","9260284937.79782","10142111334.4961","10619320048.5857","11121465767.4067","11609512939.7543","10553337672.9872","10546135160.031","11527458565.7334","12433089919.0459","", +"美属萨摩亚","ASM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","514000000","527000000","512000000","503000000","496000000","520000000","563000000","678000000","576000000","574000000","644000000","641000000","643000000","661000000","653000000","634000000","","", +"安提瓜和巴布达","ATG","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","77496753.7037037","87879341.4814815","109079978.888889","131431026.666667","147841734.444444","164369278.888889","182144092.962963","208372846.296296","240923924.814815","290440140.740741","337174861.851852","398637727.777778","438794788.518519","459469058.888889","481706333.333333","499281148.148148","535172777.777778","589429592.592593","577280740.740741","633730629.62963","680617111.111111","727860592.592593","766198925.925926","830158777.777778","800740259.259259","814615333.333333","855643111.111111","919577148.148148","1022191296.2963","1157005444.44444","1311401333.33333","1368431037.03704","1224253000","1152469074.07407","1142042925.92593","1211411703.7037","1192919629.62963","1275576777.77778","1359194740.74074","1464630213.33333","1510084750.74074","1623804016.2963","", +"澳大利亚","AUS","GDP（现价美元）","NY.GDP.MKTP.CD","18577668271.9229","19653936611.0427","19892485160.7123","21507447642.5132","23764139321.3126","25937954978.161","27268451114.3465","30397580916.116","32665472057.3412","36628961809.8331","41271138985.3287","45149512823.3845","51967289719.6262","63738629083.9206","88831245394.252","97171924074.8327","104921215177.108","110201881165.405","118339724791.338","134712029989.776","149776044568.245","176643445953.791","193771378130.862","177030416471.689","193242166274.226","180235483623.533","182038332400.672","189059025939.651","235660651920.838","299263903590.913","310774913428.242","325306490856.291","324873490732.908","311539488476.672","322208924247.665","367216364716.365","400302731411.229","434568007512.913","398899138574.239","388608221581.652","415222633925.768","378376086723.194","394648911678.526","466488060570.763","612490396927.017","693407758231.845","746054207846.661","853099630996.31","1053995523724.26","927805183330.879","1146138465603.81","1396649906339.35","1546151783872.96","1576184467015.49","1467483705131.74","1351520093185.79","1210028388411.7","1330803227996.08","1432195178668.32","", +"奥地利","AUT","GDP（现价美元）","NY.GDP.MKTP.CD","6592693841.18495","7311749633.36229","7756110210.11966","8374175257.73075","9169983885.71185","9994070615.85997","10887682273.1014","11579431668.9165","12440625312.8685","13582798556.2404","15373005768.7219","17858485956.6031","22059612417.4058","29515467987.912","35189299985.2768","40059206763.056","42959976068.1138","51545759220.7143","62052258694.2102","73937296654.6577","82058912465.4329","71034228097.4598","71275287327.5793","72121016623.2572","67985345161.9558","69386774474.5943","99036165209.5539","124168442860.253","133339397080.129","133105805928.237","166463386663.439","173794177725.398","195078126346.106","190379720927.481","203535242741.838","241038283062.645","237250948791.266","212790348404.555","218259904401.956","217185787342.851","196799778883.361","197337879194.631","213377771503.858","261695778781.038","300904221504.842","315974418604.651","335998557270.104","388691445387.353","430294287388.311","400172297860.517","391892746544.69","431120310088.82","409425234155.263","430068712971.867","441996131736.508","381805676697.707","394052818287.788","416835975862.194","455736580716.185","", +"阿塞拜疆","AZE","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","8858006035.91566","8792365810.5094","4991350457.5425","3970953395.51544","3313939553.5418","3052467522.36104","3176703092.30412","3962735257.21455","4446370371.15023","4581246713.32066","5272617196.04517","5707720390.8515","6235856819.58445","7276013031.96905","8680370408.05943","13245716099.0057","20982986344.3027","33050343782.7759","48852482960.0779","44291490420.5026","52902703376.1056","65951627200.2026","69683935845.2138","74164435946.4627","75244294275.1498","53074468085.1064","37867518957.1975","40865558912.3867","46939529411.7647","", +"布隆迪","BDI","GDP（现价美元）","NY.GDP.MKTP.CD","195999990","202999992","213500006","232749998","260750008","158994962.962963","165444571.428571","178297142.857143","183200000","190205714.285714","242732571.428571","252842285.714286","246804571.428571","304339839.552146","345263492.063492","420986666.666667","448412753.623188","547535555.555556","610225555.555556","782496666.666667","919726666.666667","969046666.666667","1013222222.22222","1082926304.46477","987143931.166987","1149979285.77347","1201725497.06578","1131466494.01101","1082403219.48787","1113924130.41149","1132101252.51817","1167398478.3459","1083037670.60484","938632612.026359","925030590.153683","1000428393.88528","869033856.317093","972896267.915425","893770806.077641","808077223.365746","870486065.883137","876794723.068586","825394490.159111","784654423.620476","915257323.3961","1117113045.65222","1273375020.26862","1356199364.85882","1611835901.9063","1781455092.07114","2032135246.50004","2235820867.82743","2333308099.46249","2451625332.74584","2705783272.07443","3104394858.11518","2959185295.39019","3172416146.3921","3078029929.10347","", +"比利时","BEL","GDP（现价美元）","NY.GDP.MKTP.CD","11658722590.99","12400145221.595","13264015675.3193","14260017387.0492","15960106680.6732","17371457607.9374","18651883472.4808","19992040788.4593","21376353113.475","23710735894.7022","26849148285.599","29981290025.4913","37408591329.8506","47999363071.8278","56333010459.8177","66029748930.5693","71494539498.4326","83283328418.6832","101788475086.461","116938066868.465","127508202372.741","105290614080.834","92588895020.3073","87650915976.3314","83795680815.4147","86730038793.3963","120661220335.922","150194077687.736","163167853538.124","165100094594.595","206430841501.69","211637816538.689","236038384441.656","225924679920.709","246194938750.904","289567323481.117","281358175895.766","254813599458.728","260601911535.897","260202429149.798","237904919845.218","237841968680.09","258860436664.784","319002821670.429","370885026074","387365750528.541","409813197842.178","471821105940.323","518625897172.99","484552792442.345","483548031197.108","527008453886.929","497884216568.867","520925468952.938","530808391525.11","455940347170.37","469677213719.194","494901708704.269","531766935070.733","", +"贝宁","BEN","GDP（现价美元）","NY.GDP.MKTP.CD","226195579.35701","235668222.429984","236434906.75427","253927646.475909","269818988.259263","289908720.648622","302925280.773564","306222000.407316","326323097.355964","330748211.459737","333627758.154666","335072975.215766","410331900.950531","504376035.716401","554654786.965107","676870140.341529","698408244.385343","750049739.152238","928843304.783965","1186231265.18417","1405251547.23882","1291119965.11262","1267778489.03079","1095348302.91865","1051133927.00009","1045712703.02696","1336102040.71025","1562412030.34838","1620246187.15171","1502294411.46202","1959965243.76269","1986437859.90346","1695315305.70308","2274557914.07481","1598075932.35432","2169627250.93379","2361116587.86079","2268301537.65128","2455092582.30927","2689787917.50711","2569186642.86999","2680213931.46472","3054571081.6912","3905366187.87017","4521424807.22519","4803702821.08056","5142380779.44103","5969535131.58016","7132787396.66547","7097198711.61023","6970240895.49888","7814081155.64988","8152554487.31321","9157355679.70205","9707432015.61441","8291155880.59505","8573159696.61128","9246696923.66155","10358985583.235","", +"布基纳法索","BFA","GDP（现价美元）","NY.GDP.MKTP.CD","330442817.168859","350247237.11684","379567178.256898","394040749.12567","410321785.631059","422916848.424208","433889831.584706","450753993.176448","460442864.205949","478298781.545658","458404330.125096","482411278.982439","578595583.975723","674773821.151416","751133642.647461","939972703.463021","976547572.215824","1131225278.77773","1475584037.28156","1748480982.18517","1928720390.28869","1775842679.94056","1754450379.2077","1600278756.43589","1459880352.6483","1552493413.98989","2036303381.20142","2369835438.62393","2616040645.87263","2615588545.68629","3101301780.95067","3135045684.1006","2240264711.54816","2332018010.55341","1895290964.80829","2379518099.2266","2586550747.09844","2447669403.89018","2804902723.73145","2993753187.09677","2628920056.10098","2812845513.57125","3205592289.79773","4205691222.11396","4838551099.70985","5462709498.45119","5816310157.71765","6771277870.96412","8369637065.40255","8369175126.25316","8979966766.07232","10724063457.8326","11166063466.5623","11947176341.9966","12377391462.6377","10419303761.3524","10886363726.8422","12322864244.9183","14441763758.6919","", +"孟加拉国","BGD","GDP（现价美元）","NY.GDP.MKTP.CD","4274893913.49536","4817580183.60155","5081413339.78635","5319458351.16235","5386054619.34987","5906636557.00092","6439687598.32325","7253575399.3215","7483685473.51275","8471006100.95399","8992721809.39332","8751842839.79658","6288245866.66667","8086725729.3407","12512460519.7088","19448348073.4565","10117113333.3333","9651149301.8746","13281767142.8571","15565480321.9448","18138049095.6072","20249694002.448","18525399201.5968","17609048821.5488","18920840000","22278423076.9231","21774033333.3333","24298032258.0645","26579005760.3486","28781714763.8012","31598341233.559","30957483949.5798","31708874594.1645","33166519417.9894","33768660882.793","37939748768.6567","46438484107.5795","48244309133.4895","49984559471.3656","51270569883.5275","53369787318.6245","53991289844.3291","54724081490.5102","60158929188.2556","65108544250.0425","69442943089.4309","71819083683.7403","79611888213.148","91631278239.3237","102477791472.39","115279077465.226","128637938711.386","133355749482.478","149990451022.29","172885454931.453","195078678697.23","221415188000.475","249723862487.361","274024958965.892","", +"保加利亚","BGR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","19839230769.2308","19870000000","19342000000","16563666666.6667","17594944444.4444","17155421052.6316","20249294117.6471","28101000000","22555941176.4706","21988444444.4444","20632090909.0909","10943548387.0968","10350515463.9175","10829710144.9275","9697416974.16974","18867559523.8095","12184935356.9421","11211546465.3071","14942172233.5833","13531969309.4629","13153016530.8718","14075616789.4905","16276456427.5397","20982685981.4163","25957970922.4811","29636617749.8253","34130122490.8613","44411476557.0329","54409138498.3548","51884481410.3931","50610058210.3696","57418414504.0882","53903022339.0276","55555171009.772","56814543481.2102","50201314894.5817","53240950226.2443","58220973782.7715","65132951116.4756","", +"巴林","BHR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","3072698328.46909","3467819148.93617","3645744680.85106","3735106382.97872","3905585106.38298","3651861702.12766","3052393617.02128","3392021010.6383","3702393617.02128","3863563829.78723","4229787234.04255","4616223404.25532","4751063829.78723","5200265957.44681","5567553457.44681","5849467819.14894","6101861436.17021","6349202393.61702","6183776595.74468","6621010372.34043","9062906914.89362","8976207712.76596","9632155053.19149","11074822074.4681","13150166755.3191","15968726861.7021","18505053191.4894","21730000000","25710877659.5745","22938218085.1064","25713271276.5957","28776595744.6809","30749308510.6383","32539547872.3404","33387712765.9575","31125851063.8298","32250132978.7234","35432686170.2128","37746196808.5106","", +"巴哈马","BHS","GDP（现价美元）","NY.GDP.MKTP.CD","169803921.568627","190098039.215686","212254901.960784","237745098.039216","266666666.666667","300392156.862745","340000000","390196078.431373","444901960.784314","528137254.901961","538423153.692615","573400000","590900000","670900000","632400000","596200000","642100000","713000000","832400000","1139800100","1335300000","1426500000","1578300000","1732800000","2041100000","2320699900","2472500000","2713999900","2817900000","3062000000","3166000000","3111160000","3109000000","3092000000","3259000000","3429000000","3609000000","6332360000","6833220000","7683870000","8076470000","8317830000","8881160000","8870090000","9055290000","9836200000","10167250000","10618340000","10526000000","9981960000","10095760000","10070450000","10720500000","10627600000","10957300000","11792300000","11838800000","12162100000","","", +"波斯尼亚和黑塞哥维那","BIH","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","1255802469.1358","1866572953.73666","2786045321.63743","3671816504.23851","4116699437.4041","4685733115.46841","5505887894.48893","5748993411.42021","6651106833.49374","8369878822.85055","10596205714.2857","11222953519.4252","12864610993.5219","15778767669.6991","19112739664.4697","17613836209.9581","17176781336.7644","18644723860.9709","17226849297.07","18178503835.4491","18558343508.3435","16211541253.1897","16913330693.9653","18080118128.3854","19781776101.3881","", +"白俄罗斯","BLR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","21650000000","18000000000","17037037037.037","16280991735.5372","14932024169.1843","13972676840.918","14756846153.8462","14128408565.7064","15222012660.4232","12138486532.0203","12736856827.9847","12354820143.8849","14594249022.8922","17827791321.3067","23144351851.8519","30207567316.6202","36954312354.3124","45277399813.6067","60763483146.0674","50874078052.2735","58665088956.0255","61757788944.7236","65685102554.8759","75527984234.2342","78813839984.3506","56454734396.5842","47722657820.6675","54726595249.1849","59662495092.2654","", +"伯利兹","BLZ","GDP（现价美元）","NY.GDP.MKTP.CD","28071888.5622288","29964370.7125857","31856922.8615428","33749405.0118998","36193826.1234775","40069930.0699301","44405594.4055944","47379310.3448276","44910179.6407186","47305389.2215569","53233532.9341317","59207317.0731707","66062500","78343558.2822086","103216374.269006","118066298.342541","96905829.5964126","117650000","136300000","151800000","197938222.429283","196089854.656347","182206326.985709","192103185.955321","214381949.01938","212643742.664706","231638320.535566","281082558.5859","320093360.27245","369133890.704745","412086445.492177","444720750","518239100","559858250","580863700","620140400","641383800","654314350","688992450","732732350","832072450","871860600","932551850","990374050","1057845500","1114202700","1217442150","1290542550","1368625150","1335217500","1396731700","1486595750","1563827850","1608442150","1692955750","1762500450","1806646250","1862614800","1925000000","", +"百慕大","BMU","GDP（现价美元）","NY.GDP.MKTP.CD","84466654.0801544","89249986.7007156","94149985.9705588","96366652.3069165","107566650.637987","114339048.962736","134173373.782802","155102984.621576","150000000","164900000","186300000","211100000","235400000","269500000","312600000","345000000","386300000","447000000","475800000","517200000","613299968","739100032","785500032","889400000","985699968","1039500032","1173500032","1296499968","1415100032","1501500032","1592400000","1634899968","1679900032","1820359936","1867160064","2030749952","2695390000","2932827000","3130748000","3324433000","3480219000","3680483000","3937228000","4186525000","4484703000","4868136000","5414299000","5895048000","6109928000","5806378000","5744414000","5550771000","5537537000","5573710000","","","","","","", +"玻利维亚","BOL","GDP（现价美元）","NY.GDP.MKTP.CD","373879363.595386","406684585.719294","444665186.397102","478805990.083307","539491477.320156","604377104.377104","669191919.191919","755808080.808081","857912457.912458","929629629.629629","1017003367.00337","1095622895.6229","1257615644.97932","1262968515.74213","2100249875.06247","2404697651.17441","2731984007.996","3227436281.85907","3758220889.55522","4421343606.18135","4526916802.61011","5872756933.11582","5587490264.8127","5422440961.87886","6169501037.97622","5377277406.71638","3958338883.22338","4323623622.1622","4597615562.66594","4715978868.21613","4867582620.20708","5343274311.56789","5643893347.00679","5734676560.92471","5981244886.917","6715220507.05164","7396966657.47054","7925673448.41368","8497545598.08352","8285075872.27307","8397912509.09679","8141537937.61068","7905485216.17852","8082364868.39357","8773451738.91129","9549077869.1065","11451869164.7112","13120183156.7149","16674324634.2373","17339992165.2422","19649631450.6819","23963033588.0063","27084497539.7974","30659338784.3705","32996188133.1404","33000198263.3864","33941126193.9219","37508642257.5977","40287647756.8741","", +"巴西","BRA","GDP（现价美元）","NY.GDP.MKTP.CD","15165569912.5199","15236854859.469","19926293839.0163","23021477292.2093","21211892259.9904","21790035117.19","27062716577.9111","30591834053.9653","33875881876.3672","37458898243.8609","42327600098.2412","49204456700.4516","58539008786.3684","79279057730.829","105136007528.76","123709376567.89","152678020452.829","176171284311.761","200800891870.164","224969488835.181","235024598983.261","263561088977.129","281682304161.041","203304515490.795","209023912696.839","222942790435.299","268137224729.722","294084112392.66","330397381998.489","425595310000","461951782000","602860000000","400599250000","437798577639.752","558111997497.263","769305386182.849","850426432991.742","883199625324.675","863723411632.917","599388579985.673","655420645476.906","559372276081.966","507962487700.024","558319920831.979","669316654017.094","891630177251.068","1107640289615.23","1397084349956.35","1695824565983.2","1667019783585.08","2208871646202.82","2616201578192.25","2465188674415.03","2472806456101.29","2455994050148.75","1802214373741.32","1796275437087.99","2053594973992.61","1868626087908.48","", +"巴巴多斯","BRB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","311809337.474355","402178605.019554","435911268.58968","495097667.929041","552883707.055138","670362452.145379","860388803.261572","946949734.002884","989409834.43544","1050514592.55208","1144931139.06429","1198329438.67151","1315616765.27619","1448714761.59698","1540893949.18709","1703972555.06389","2023318251.8769","2007109829.46353","1950900000","2046189031.96937","2151295182.22045","2261969870.23318","2411872918.01323","2549296474.91672","2874459304.92716","3012081738.17929","3121500000","3116650000","3169600000","3274850000","3514350000","3897300000","4176500000","4672250000","4782000000","4479950000","4529900000","4660900000","4656350000","4612500000","4608350000","4584150000","4529050000","4673500000","","", +"文莱达鲁萨兰国","BRN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","114040245.655299","132758395.400497","139030445.576898","160819286.554292","161211289.690318","179080099.307461","197523179.241883","270818555.823521","433092003.579273","1073577085.64159","1168304305.65513","1423061356.64562","1732721160.94122","1941600703.60598","2803780005.51826","4928824957.9675","4366213849.57637","4264252336.4486","3844723142.45149","3782523088.4628","3523612563.06532","2358592817.12134","2754463437.79677","2690717551.18267","2985467979.28524","3520551724.13793","3701667052.55846","4183548189.07305","4105706151.75145","4087337959.93191","4734020036.68689","5115602836.87943","5197332974.13793","4051147227.53346","4600000000","6001153306.2645","5601090584.36122","5843329107.56171","6557333084.60567","7872333215.00414","9531402847.87311","11470703002.0769","12247694247.2298","14393099068.5859","10732366286.2643","13707370737.0737","18525319977.7407","19048495518.5659","18093829923.2737","17098342541.4365","12930394937.8137","11400653949.1783","12128088999.9276","13567099497.8279","", +"不丹","BTN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","135653295.165394","146391639.722864","148934334.038055","165585940.594059","169264991.197183","172217502.021019","201375725.614592","253182453.703704","283855833.333333","275949889.09427","299787275.842376","250045839.929639","250794359.567901","235239570.350935","270801565.189672","303053462.843047","316420860.852385","365964500.137703","376955087.251575","419035810.496981","439158233.199822","476360697.181606","537050133.717342","622026107.771576","702682018.976169","818869145.124717","897731524.929922","1196091805.02316","1258332337.28382","1264758197.96593","1585472534.10547","1820207625.80217","1823692109.61652","1798333725.83954","1976938529.72743","2059809919.89325","2219675780.89539","2528007911.35353","2534965162.78084","", +"博茨瓦纳","BWA","GDP（现价美元）","NY.GDP.MKTP.CD","30412308.9864012","32902336.644746","35643207.6265246","38091150.566196","41613969.0506064","45790869.7473126","51464435.1464435","58646443.5146444","66248256.6248257","77356914.0788191","96245114.4611949","126957494.407159","165258093.875959","244129088.027662","306033848.417954","355172413.793103","372010119.595216","451603325.415677","590376720.598889","819877300.613497","1060923829.13021","1073861599.13948","1014907254.54016","1172258182.14969","1240796364.75662","1114764007.14811","1392634771.9653","1965274882.36345","2644536804.11244","3083800684.89751","3790567051.86778","3942792837.35655","4146513722.33019","4160086253.1468","4259330999.03151","4730611067.02258","4847752842.78924","5020214747.45261","4790458837.17078","5484257417.17845","5788329609.15755","5489608299.66445","5438857106.73536","7511582173.37724","8957467706.5354","9931134940.51346","10126940513.3125","10939053365.4786","10945070441.9283","10267133177.7334","12786654365.8738","15351972229.5341","16067155187.0375","14901750764.9811","16250750259.0212","14420604205.7459","15646323340.5497","17406565823.2986","18616018903.4434","", +"中非共和国","CAF","GDP（现价美元）","NY.GDP.MKTP.CD","112155598.949571","123134584.467673","124482748.937917","129379097.888958","142025069.461676","150574816.300764","157930041.875883","163820538.867947","191767436.956884","188039191.323608","189106554.521277","201450768.367553","230317908.038643","271183061.359635","281398668.160613","378660016.265936","451152449.984411","507298120.68315","610578523.761178","700764892.704831","797048028.773247","694803502.722356","748312283.726758","658679394.907969","637820620.670195","864849765.059664","1122265026.38274","1200991825.95398","1264899368.20165","1233930277.04922","1440711395.67069","1377375030.52921","1411917558.45855","1278781166.72188","851174350.649409","1115389731.79119","1007791186.20106","937741468.029676","967338348.658314","999477510.686632","914500299.097034","931833302.752857","991387870.12463","1139754799.16304","1270080250.65268","1337362392.15225","1460561215.4447","1697565948.65323","1985240986.18508","2059094048.26019","2140503193.16261","2434792412.50855","2510270267.72918","1700627479.55631","1904794555.18138","1709221159.20294","1844714794.83758","2167501639.76783","2379716827.4977","", +"加拿大","CAN","GDP（现价美元）","NY.GDP.MKTP.CD","","41555987614.79","42868091992.7502","45713151050.4928","50126643039.3997","55342244542.8855","62015172913.0879","66664932950.7379","72919560567.0802","80349194243.7218","87896095224.4234","99271961477.5203","113082820992.019","131321859214.079","160408697648.262","173834029787.652","206575564401.623","211612156934.65","218632867449.812","243072102185.419","273853826377.01","306214863624.99","313506525087.136","340547711781.889","355372558103.621","364756499450.751","377437927311.983","431316742081.448","507354351182.254","565055743243.243","593929550908.468","610328183643.188","592387689252.916","577170761956.438","578139279437.61","604031623433.401","628546387972.131","652823920265.781","631813279406.808","676084000807.7","742295468318.632","736379777892.562","757950678646.53","892382413817.715","1023196771714.07","1169357979864.66","1315415197461.21","1464977190205.75","1549131208997.19","1371153004986.44","1613542812589.39","1789140665202.84","1823966686523.63","1842018420853.1","1801480123070.82","1552899925233.71","1526705529135.32","1646867220617.47","1712510030034.05","", +"中歐和波羅的海","CEB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","261332975035.183","242272304695.439","258230849613.15","271638804645.411","308130899656.507","392061286235.934","414792036192.508","408929867480.832","447704623973.232","433965347090.384","427646547096.422","468052315115.727","527313603994.943","632735520593.241","761578256534.125","884976498662.571","1000876386006.99","1264555556271.88","1530305253849.27","1287790847790.09","1312306614706.01","1445166364927.32","1351020408339.39","1421923544401.21","1464718685618.07","1287360865864.85","1315627473799.51","1455568032701.07","1631295964301.68","", +"瑞士","CHE","GDP（现价美元）","NY.GDP.MKTP.CD","9522746719.21614","10712712465.0522","11879982758.5619","13063643795.7884","14480556571.5476","15346741669.7575","16480058704.8531","17740013179.26","18942729779.1","20524886616.4789","","","","","","","","","","","119008334606.433","108993981315.548","111711490075.358","111314328474.108","106285277141.763","107766112124.049","154482372838.957","193466104144.313","209298156700.608","202078703955.009","258066552980.132","261113787377.964","271814366804.153","264353008121.278","292646657673.466","342617007103.594","330091688349.515","286519135326.948","295045152020.968","289912492344.561","272055499940.786","278631271391.325","301416810214.295","352914820747.011","394163688620.828","408689353999.357","430921192375.179","479913034321.893","554363487120.303","541506500413.565","583782977866.405","699579638638.226","668043614122.87","688504173431.454","709182559935.301","679832291693.257","670181065629.156","678965423322.021","705501304688.699","", +"海峡群岛","CHI","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","5945677376.61477","6262740656.85164","6439703434.71024","6232906290.4851","6663669064.7482","7332244897.95918","8553643354.08275","8827272727.27273","9676172953.08188","11514605842.3369","","","","","","","","","","","","", +"智利","CHL","GDP（现价美元）","NY.GDP.MKTP.CD","4110000000","4609727272.72727","5416272727.27273","5668187500","5982347826.08696","6026593750","7072641025.64103","7013196078.43137","7167086956.52174","8377093023.25582","9126309734.51328","10884114754.0984","11853817307.6923","16836261173.1844","16210404183.5358","7622217352.34216","10341925249.0421","13962893421.5413","15989933708.1491","21803696985.2349","29036709871.7949","34509878043.5897","25325893205.657","20355959237.2128","19622527479.6913","17702885393.5099","18891048818.7426","22255407684.6999","26040229793.0697","29885685142.9107","33113887817.9731","37834793730.3133","45964327558.8836","49297773130.1185","57008425295.8256","73447063319.3034","78039572221.6024","84952360922.4679","81577430181.4074","75173794497.0321","77860932151.8471","70979923960.3742","69736811435.1032","75643459839.6008","99210392857.6116","122964812046.073","154788024805.808","173605968179.255","179638496278.574","172389498444.621","218537551220.071","252251992029.442","267122320056.702","278384332694.359","260541637327.864","243919079437.22","250339876460.228","277746457909.868","298231139609.448","", +"中国","CHN","GDP（现价美元）","NY.GDP.MKTP.CD","59716467625.3148","50056868957.6732","47209359005.6056","50706799902.5103","59708343488.5043","70436266146.7219","76720285969.6157","72881631326.6715","70846535055.6503","79705906247.4612","92602973434.0726","99800958648.1436","113687586299.051","138544284708.957","144182133387.722","163431551779.761","153940455341.506","174938098826.569","149540752829.268","178280594413.043","191149211575","195866382432.54","205089699858.779","230686747153.257","259946510957.143","309488028132.653","300758100107.246","272972974764.574","312353631207.819","347768051311.741","360857912565.966","383373318083.624","426915712711.146","444731282436.762","564324670005.917","734547898220.508","863746717503.789","961603952951.82","1029043097554.08","1093997267271.06","1211346869605.24","1339395718865.3","1470550015081.55","1660287965662.68","1955347004963.27","2285965892360.54","2752131773355.16","3550342425238.25","4594306848763.08","5101702432883.45","6087164527421.24","7551500425597.77","8532230724141.76","9570405758739.79","10438529153237.6","11015542352468.9","11137945669350.6","12143491448186.1","13608151864637.9","", +"科特迪瓦","CIV","GDP（现价美元）","NY.GDP.MKTP.CD","546203561.571989","618245639.221382","645284344.684118","761047045.830402","921063266.445521","919771356.426097","1024103034.29198","1082922892.15202","1281281245.67032","1361360157.26999","1455482990.24143","1584128262.08933","1849400599.77558","2508421234.8557","3070151901.06383","3893839190.26806","4662053707.7763","6265067857.86534","7900524897.8644","9142935857.94766","10175615441.8127","8432588483.85263","7567109766.61129","6838185418.53642","6841638714.5454","6977650069.33578","9158302205.36237","10087653189.3287","10255170459.986","9757410614.0812","10795850106.9547","10492628915.4927","11152971316.074","11045759468.9412","8313557450.25213","11000146839.497","12139234938.7863","11722142706.1278","12612033728.8572","12376639822.9265","10717022462.6859","11192560719.3464","12346919152.1558","15306602195.1231","16554441554.9358","17084927539.8488","17800887469.3157","20343636058.733","24224905503.654","24277494337.4","24884503950.6812","25381615976.0786","26790577891.2905","31264184740.6082","35316494573.681","33131113901.4803","35296979104.0186","38053610009.4172","43007045466.3406","", +"喀麦隆","CMR","GDP（现价美元）","NY.GDP.MKTP.CD","618740988.011405","657597382.759152","699373701.217138","723624365.288138","782384527.813649","814139855.756458","853268771.097081","934079050.346173","1053077155.17925","1152418514.82616","1160002260.94729","1233991075.11626","1430951331.85034","1758727395.18703","2255496995.49378","2752771043.88609","3076592431.27204","3366368664.59706","4409920643.6422","5811444660.65752","6740756568.91566","7636345827.34308","7322914570.15588","7381854746.91629","7801858825.18416","8148223603.58399","10621158532.5193","12302471429.4318","12493286761.7341","11140055364.1502","11151578050.7356","12434370004.9586","11396310990.2197","15498179313.0425","10600157683.8412","9643953174.77349","10513387441.6194","10833497457.5123","10612847429.35","11198378749.4719","10083937740.0624","10371327756.4548","11579343088.1613","14548845764.5325","17430933517.2998","17944084201.4901","19356046327.8995","22365265025.66","26409781215.1844","26017925551.8426","26143818509.6421","29337006833.0825","29104437355.0395","32348149947.3727","34942948737.3967","30916218544.4404","32621535418.9031","34922782310.6416","38502059858.4389","", +"刚果（金）","COD","GDP（现价美元）","NY.GDP.MKTP.CD","3359404117.64706","3086746857.14286","3779841428.57143","6213185742.57426","2881545272.72727","4043901818.18182","4532660181.81818","3384063371.75792","3909780538.92216","5032434970.05988","4877684910.17964","5594770359.28144","6173712814.37126","7870239461.07784","9596960179.64072","10237343173.6527","9648583224.99212","12344424763.5727","15372608002.3923","15068422236.3663","14394927494.8647","12537821038.2202","13651667371.1676","11006712650.4481","7857729193.20343","7195042616.0071","8095367168.21769","7661625472.57705","8861299976.74158","9021862775.25978","9349764580.36997","9625436872.51075","8227343907.26679","10706259936.7425","5820382248.28202","5643439376.10491","5771454939.62404","6090840548.18784","6215591269.89747","4711259427.27273","19088046305.7971","7438189100.33333","8728038525.14034","8937567059.87754","10297483481.223","11964484667.9102","14451902467.9315","16737071816.4195","19788515873.9704","18648373312.3884","21565720044.4529","25839749198.7761","29306235826.376","32679745297.6503","35909040265.9532","37917704900.1192","37134799974.4735","38019265625.856","47227535290.9405","", +"刚果（布）","COG","GDP（现价美元）","NY.GDP.MKTP.CD","131731862.568975","151675739.160603","166521239.86331","172233430.871484","185693724.845363","198318063.860841","220613582.369866","237397428.336411","251247458.012139","265040036.059152","274960699.858595","322128019.323599","410669262.898009","541973362.481063","585364635.354804","767102679.01869","754549600.548053","765224030.636477","878771771.290883","1198749665.95053","1705796849.54659","1993512325.92306","2160640566.53953","2097274289.61527","2193581366.40726","2160872541.4189","1849268214.68181","2297753649.27962","2212536313.33476","2389593021.94868","2798746050.58228","2724853592.73382","2933222714.11506","1918970032.40865","1769365425.04053","2116003977.97529","2540697688.05698","2322718991.26458","1949481296.60762","2353909563.94122","3219910550.39332","2794259783.08097","3019993738.77492","3495868808.0512","4648628921.36969","6087003176.11624","7731261310.93322","8394688284.06224","11859013280.9951","9593537550.75063","12007880438.6232","14425607179.6639","13677930123.5919","14085851348.069","14177437982.2619","8553154580.39951","9035848070.90357","8701334800.21976","11263682694.0393","", +"哥伦比亚","COL","GDP（现价美元）","NY.GDP.MKTP.CD","4031152976.63904","4540447761.19403","4955543963.36869","4836166666.66667","5973366666.66667","5760761904.7619","5428518518.51852","5825170438.48704","5960212869.12968","6450175213.74923","7198360460.19887","7820380970.53674","8671358732.68486","10315760000.3394","12370029583.6419","13098633901.8673","15341403660.4698","19470960619.1297","23263511958.0509","27940411250.2732","33400735644.0481","36388366869.0309","38968039721.748","38729822781.5997","38253120737.9671","34894411351.983","34942489683.9712","36373307085.0887","39212550050.4223","39540080200.3938","47844090709.9908","49175565911.0655","58418985443.3172","66446804802.5747","81703500846.0364","92507279383.0387","97160109277.8087","106659508271.255","98443739941.1664","86186158684.7685","99886577330.7271","98211749595.5442","97963003804.7851","94641378693.223","117081522349.677","145180960625.02","161189825603.139","205706860699.301","241710969502.894","232494134119.684","286103648654.545","334454039093.586","370574421703.06","381866608838.8","381112119657.445","293481748240.779","282825009887.458","311789874617.096","330227866233.324","", +"科摩罗","COM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","212218226.429847","196349967.670007","184008995.643686","191621958.375365","184697209.997414","196726077.061972","279197696.814639","337525870.616968","356500026.691673","341476764.044267","429622147.743446","424108796.562976","457388578.924144","452881443.084162","319189200.353123","398461789.558686","396053797.633321","364445589.702365","370106776.043329","382454989.945311","350264287.687331","378180913.355762","423962976.722333","545658929.044587","632570092.207793","653584808.745573","697810988.051543","794621676.487681","911967428.713838","901711442.285944","907093130.313521","1021746833.42573","1015901205.42028","1115906341.77727","1148058015.47633","988150249.533688","1024261820.6281","1068124329.86257","1203080507.99878","", +"佛得角","CPV","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","142246875.536716","139468114.599741","140630758.594899","138476239.366792","132019065.033419","137728155.212661","190651207.999511","235253171.841062","264308140.285149","267448513.108168","306891107.262039","319827058.592875","357160985.327413","490417389.682569","406580652.330537","487148993.533109","501979069.274683","490608657.924976","521910560.524868","592416703.058878","539227277.626411","563024383.296626","620974660.230303","813963830.179217","924318490.7598","971977088.156914","1107891063.43863","1513933983.22398","1789333748.6799","1711817181.52969","1664310769.55229","1864824080.69256","1751888561.72747","1850470042.43281","1859898513.26858","1596800287.16405","1662998677.88425","1771235958.20125","1986928611.73543","", +"哥斯达黎加","CRI","GDP（现价美元）","NY.GDP.MKTP.CD","507513829.994855","490325181.614275","479180824.348506","511902136.809973","542578367.242598","592981162.264151","647305630.188679","699456618.867925","773841494.339623","853630203.773585","984830158.490566","1077152902.29104","1238251695.55388","1528916185.23199","1666544754.09836","1960863465.5776","2412555425.90432","3072427012.83547","3523208809.80163","4035519323.22054","4831447001.16686","2623807074.2948","2606621255.01581","3146770103.81027","3660476458.87179","3919203960.39604","4418983870.96774","4532952047.15628","4614629898.40348","5251025767.47627","5711687786.75989","7168999670.28612","8528593420.84326","9537297723.43265","10432619325.6167","11513472785.7207","11618286652.0436","12552071488.0101","13617405297.0624","14195623342.7641","14949514493.4226","15913363440.5059","16504795592.9272","17196009811.1635","18528955524.5199","19948261084.3425","22602721765.3637","26743972911.912","30612927861.2203","30562363429.7626","37268616183.9711","42262694503.9644","46473131798.8916","49745084869.7148","50577769785.0761","54775997555.6182","57157995872.6843","58174550211.5503","60126014828.5951","", +"加勒比小国","CSS","GDP（现价美元）","NY.GDP.MKTP.CD","1875461582.99974","2033050128.82565","2148346211.71623","2284412676.15231","2463899990.6458","2654090230.1545","2881205478.85131","3094521955.02655","3075645924.66455","3351050371.65244","3685736912.85432","4007255700.76334","4627346329.07151","5063206957.15644","6578611839.86688","7686904359.76525","7911686087.30814","9186752659.47363","9422384791.38539","10829108031.9988","13327466848.1891","14706160271.5077","16353128287.9941","16561217539.1988","15758758858.6167","15573557385.3049","14173309552.2895","15226424286.9858","16142747240.1287","16519529759.6936","17961665075.0692","17765164410.2202","17493258386.8698","18908613302.9645","19905802821.3096","21998219160.5412","24020648568.1365","28143635552.3509","30069769928.8992","31872310295.2978","34177854579.9679","35220883627.6594","36957890214.3975","39498913015.2975","43222083524.8026","48878881379.0878","54566092909.5823","60906457770.5169","69106766832.5571","58178987893.2216","63286770718.6336","68423468920.3575","70778783660.6103","71874614598.3801","72804605847.511","71620269050.3783","67183921136.4826","69074812658.1643","72930271172.9642","", +"古巴","CUB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","5693005200","6914658400","8135150891.92025","9987709650.18094","11405957317.0732","13027415243.9024","13789579902.5579","14206158674.6988","17844705324.6753","19584443287.6712","19912889861.1111","20150254096.3855","20953510235.2941","22204940512.2235","24039383608.4235","22920490774.102","24226574634.0293","25213935012.0819","27458999472.2955","27023468665.8977","28645436569.1489","24316556025.6585","22085858243.2432","22367254864.8649","28448326756.7568","30429803651.2192","25017368696.8455","25365908058.7205","25736331247.1786","28364615241.6894","30565400000","31682400000","33590500000","35901200000","38203000000","42643836074.8","52742800000","58603900000","60806300000","62080000000","64328000000","68990000000","73141000000","77148000000","80656000000","87133000000","91370000000","96851000000","","", +"库拉索","CUW","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","3038699608.93855","3131096089.38548","3147616201.11732","3158406033.51955","3151910782.1229","3122287932.96089","3116610111.73184","","", +"开曼群岛","CYM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","2315972638.90556","4227798075.03127","","","","","","","","","","","3570575151.26723","","", +"塞浦路斯","CYP","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","489914760.682807","576090073.715036","734887973.975806","964026512.197839","1288715209.58084","2154311276.94859","2087496373.77964","2159242416.76942","2160364071.19021","2278248953.14058","2430411900.19194","3090734463.27684","3704813885.50548","4278792597.23965","4563482603.5503","5591130217.66965","5770197348.48485","6912150456.32334","6590291048.29211","7425703928.57143","9933143596.37775","10011919698.8708","9547822120.86659","10248619909.5023","10497907227.616","9985843543.82658","10397896174.8634","11420230769.2308","14547327293.3182","17320550000","18433416241.761","20072788859.6161","23968765398.3028","27839724622.8212","25942664629.0636","25562264900.6622","27426994717.8204","25041397918.5404","24084559214.0202","23364707443.2798","19680625485.1946","20453761061.9469","22141864998.8731","24469841831.9169","", +"捷克共和国","CZE","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","40477403219.5176","29675502269.5661","34590052812.1684","40614350197.2353","47554674590.9328","59775697061.0399","66985765439.1937","61792161168.0011","66490372105.1262","64867483193.1315","61649492816.5201","67523642262.4009","81910771993.9155","99627140274.3805","119162172468.268","136280689891.224","155463807112.889","189227050759.595","235718586901.129","206179982164.402","207477857918.919","227948349666.354","207376427020.815","209402444996.104","207818330723.835","186829940545.759","195090272402.729","215913545038.43","245225882903.37","", +"德国","DEU","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","215021806498.156","249039217364.635","298667219346.133","396866742553.97","443618642959.716","488780155338.262","517787921003.573","598226205424.071","737668356280.428","878010536975.776","946695355820.96","797443405711.813","773638200773.757","767768378016.086","722367608343.069","729763282952.432","1042300769791.95","1293264353318.82","1395931548502.06","1393674332154.37","1764967948916.6","1861873895109.02","2123130870381.97","2068555542410.98","2205966011811.5","2591620035485.19","2503665193657.4","2218689375140.99","2243225519617.65","2199957383336.88","1949953934033.54","1950648769574.94","2079136081309.99","2505733634311.51","2819245095604.67","2861410272354.18","3002446368084.31","3439953462907.2","3752365607148.09","3418005001389.27","3417094562648.95","3757698281117.55","3543983909148.01","3752513503278.41","3898726503841.35","3381389338658.82","3495162856297.22","3693204332229.78","3996759291057.81","", +"吉布提","DJI","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","340989527.967995","","373371738.286415","395794538.630775","409220087.102818","452328087.282876","462421998.525779","478058304.871118","466048469.22986","491689220.744875","497723960.589913","494004647.73437","502675542.001227","514267869.300758","536080148.097299","551230861.856506","572417440.820162","591122039.601398","622044665.515049","666072101.777505","708633194.726566","768873684.032838","847918929.107984","999105339.267729","1049110684.72493","1128611700.3618","1239144501.77525","1353632941.5207","1324733711.82922","1455035088.74594","1633741922.68737","1764268468.93991","1844674434.50371","1965982321.62953","", +"多米尼克","DMA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","45872947.4074074","57130215.5555556","55017758.8888889","72804653.3333333","82107391.1111111","89527576.6666667","98665191.4814814","109157070.740741","119491932.962963","135161958.518519","151868754.444444","171106184.074074","185137242.962963","201428730","219763222.222222","234058259.259259","245527592.592593","264375666.666667","274522148.148148","292286000","302989185.185185","322409851.851852","331759000","333468888.888889","340205074.074074","333195185.185185","343310666.666667","367199111.111111","364255074.074074","390250148.148148","421375851.851852","458190185.185185","489074333.333333","493824413.333333","501025303.333333","485997988.148148","501979134.444444","523540777.777778","540830670","575468234.444445","496726248.518519","503646211.111111","", +"丹麦","DNK","GDP（现价美元）","NY.GDP.MKTP.CD","6248946880.2777","6933842098.84548","7812968114.40012","8316692385.77386","9506678762.77765","10678897387.0006","11721248101.0874","12788479692.1939","13196541952","15009384584.5333","17075457600","19085731252.4407","23232379951.9376","30730626663.3606","34160444798.1099","40474406216.2821","44575892473.1183","49784338519.4563","60362931853.6249","70366241969.2074","71127528699.9414","61877813965.2413","60412844678.604","60644782176.0525","59105236853.7937","62658568287.3429","88078760103.8191","109414423928.775","115552846616.653","112409222182.704","138247285815.855","139224688814.195","152915654478.885","143195627014.605","156162386724.523","185006881515.065","187632346387.984","173537647058.824","176991934992.837","177965188354.692","164158739097.623","164791442543.375","178635163717.431","218096033517.009","251373002954.382","264467336457.17","282884947702.966","319423424509.066","353361038818.383","321241303699.006","321995279401.502","344003137611.271","327148943812.137","343584391647.927","352993631617.708","302673068765.972","311988119339.251","329865553842.833","352058410508.345","", +"多米尼加共和国","DOM","GDP（现价美元）","NY.GDP.MKTP.CD","672399700","654100200","824100000","940799900","1025599900","888100000","983900000","1034800000","1079100000","1230500000","1485500000","1666500000","1987400000","2344800000","2925700000","3599200000","3951500000","4587100000","4734400000","5498800000","6761300000","7561300000","8267400000","9220600000","11594000000","5044592944.80499","6122198120.02892","5826987099.45901","5374314928.42536","6686593059.93691","7073675544.80847","9734321854.02288","11356271335.9741","13081042400","14664237666.6667","16598679279.0698","18241691857.3544","20017908829.3254","21672526562.7869","22137599986.1056","24305116729.1851","25599311449.3848","27362875602.5011","21642882856.4247","22692574473.3467","36119047252.1794","38116351526.2862","44169678153.1566","48288967303.4896","48376555305.6902","53982886258.2205","57811180659.4545","60657780260.6792","62661773591.7203","66065015410.0468","68802092020.9448","72342967648.3354","75931656814.657","81298585403.3004","", +"阿尔及利亚","DZA","GDP（现价美元）","NY.GDP.MKTP.CD","2723648551.75208","2434776645.73628","2001468867.73344","2703014867.32834","2909351792.58659","3136258896.9233","3039834558.74906","3370843065.76735","3852115816.97758","4257218772.15369","4863487492.65763","5077222366.97472","6761786386.54713","8715105930.49101","13209713643.3219","15557934268.4965","17728347374.994","20971901273.271","26364491313.4471","33243422157.6311","42345277342.0195","44348672667.8715","45207088715.6483","48801369800.3675","53698278905.9678","57937868670.1937","63696301892.8116","66742267773.1959","59089067187.3943","55631489801.5508","62045099642.7774","45715367087.1001","48003298223.1178","49946455210.966","42542571305.5136","41764052457.8814","46941496779.8499","48177862501.9495","48187747528.899","48640574566.6476","54790245600.5846","54744714396.1666","56760288973.6703","67863829880.4832","85324998813.604","103198228458.588","117027304746.54","134977087734.008","171000691877.714","137211039898.193","161207268655.392","200019057307.655","209058991952.125","209755003250.664","213810022462.428","165979277276.907","160129866569.935","167555280113.181","180689115940.685","", +"东亚与太平洋地区（不包括高收入）","EAP","GDP（现价美元）","NY.GDP.MKTP.CD","80254556954.6079","70449586881.4305","64557036237.8122","69906310076.6268","81049248648.1253","94586043483.7421","103545715311.406","100332531176.413","101268616973.079","113713978633.302","126761109961.522","136319410815.065","154648701896.024","194710622043.331","219670221814.077","246956239205.606","250662227477.127","289659794183.455","280421429246.335","324817230159.405","374789793360.848","399939559365.161","419736106343.276","440441089644.06","478126164737.758","523980559474.095","522498385009.205","516052218722.211","572367786476.544","618603060934.368","663000642568.432","719536302323.755","806316121169.288","885206690566.419","1064837415036.78","1314277016763.93","1509586757019.36","1563626103583.53","1433117403504.37","1576440007410.56","1735179356319.94","1846141473735.73","2043269950094.93","2312730823199.69","2682114087775.44","3107074962859.57","3742275137730.19","4730897233723.89","5987665443209.83","6490710245020.34","7868968060604.66","9614771033908.29","10721334546957.2","11827780244502.1","12714085026388.9","13223362408545.5","13457752355494.1","14646215900250.9","16279999801740.6","", +"早人口紅利","EAR","GDP（现价美元）","NY.GDP.MKTP.CD","152732235417.908","153430123114.083","158539373527.257","168089023529.676","192975938456.35","209324972646.931","206349563751.706","216874844188.115","234882818418.832","262270076568.841","278984485547.844","301122505971.597","330984588336.424","423222722460.782","593214829751.873","635982639602.301","693570579920.647","775093694200.37","858576716790.231","1044286554909.55","1297145240700.85","1446286120725.85","1378795292260.75","1391231638412.78","1379764065809.21","1414806603050.18","1425387185496.76","1431337322719.84","1525190202874.48","1550037341174.9","1819109019352.03","1927322345117.08","2114867595960.83","2316209938569.83","2428445796833.22","2494042649859.16","2716304683235.9","2905107783804.92","2871150257538.53","3038349688810.04","3295337877814.25","3263091740550.51","3168716508136.91","3524693729833.37","4094596749091.42","4773452256392.51","5470794765525.87","6487289697063.17","7308263524197.36","7037597707842.1","8547106475975.99","9582349123612.41","10046245252702.1","10229927594916.9","10594924893704.9","10278795512999","10513512253657.4","11369973065869.1","11638828132484.6","", +"东亚与太平洋地区","EAS","GDP（现价美元）","NY.GDP.MKTP.CD","153259252512.441","153709302349.407","157269806179.996","175497305283.124","201633565228.639","224579636903.702","251083324930.356","272057157235.571","299760122004.444","345296836101.877","407459534509.482","452777589749.766","562046587327.059","740847314440.857","852923019058.286","933855748726.964","1026636623171.61","1223807642026.92","1544651627275.45","1677237851815.55","1812588096947.17","1998159987915.9","1957988285914.51","2084048804226.94","2232501979109.45","2356153018861.55","3079846933950.54","3616694140444.28","4351569576481.54","4531271742927.52","4732335225532.58","5343085731008.26","5837716046226.37","6529005124704.31","7301176579946.07","8296083785441.65","7992328893743.43","7647524374400.17","6856985467434.18","7655807408380.83","8281309000052.6","7702594292620.73","7825085614731.88","8602544831389.09","9647688135570.9","10294176822671.1","10917624046693.7","12209776362940.2","14100855248279.8","14526067836583.6","16935062447071.5","19632602228096.1","21010207451844.7","21243898145787","21876509488557.4","21747800265057","22447570589125.6","23912261117830.8","25918289434655.4","", +"欧洲与中亚地区（不包括高收入）","ECA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","903986853984.516","877635098612.755","932750911538.011","900700524613.581","828516203152.32","814039500445.803","706841701060.015","760355921774.635","766131400832.133","796161484861.867","746548031611.472","626844111015.012","697944442001.164","693215818990.011","793295268352.565","999961777757.465","1324941529334.02","1680778496503.25","2063642395948.16","2672807927877.45","3310744317438.2","2603323082071.74","3099809011020.19","3831921026803.82","4058075244447.13","4314981741824.11","4036166875129.5","3088691707518.32","2960291936549.57","3317273632219.24","3394924024495.23","", +"欧洲与中亚地区","ECS","GDP（现价美元）","NY.GDP.MKTP.CD","436615582363.392","464717811677.137","508121469805.822","560312152315.62","620502669539.469","675248418662.53","733518003307.979","789202087057.694","823130335031.757","903713798184.451","1016691642235.57","1146593497470.56","1373903549704.61","1745059008955.88","1971871868235.12","2303610888605.39","2394573449426.91","2713822571194.2","3312341465351.09","4052066190297.19","4589659512528.64","4084855643071.52","3936241184060.79","3818435696096.99","3669937735073.2","3797992292274.62","5183496003077.67","6405023833802.37","7129862361241.83","7225078092797.3","8838541190191.71","9114062465170.34","9773215854068.77","8982641962779.96","9396419082432.12","10848938630160.1","11071924088813.2","10504382195932.9","10767444955895.4","10643138807099.8","10022982086295.8","10125437349599","11078873017388.7","13491558134654.6","15725564542455.6","16751206594494.2","18133103625465.9","21195404801875.9","23271887679009.2","20472867088612.7","20947234339481.3","23209699221302.2","22371991299292.7","23380526443577","23706805219091.5","20418742750861.9","20359654333001.3","21528123911230.7","23041491391744.6","", +"厄瓜多尔","ECU","GDP（现价美元）","NY.GDP.MKTP.CD","2069465326.41882","1753850416.70826","1518208221.23052","1824344492.07169","2244146867.90195","2387048255.45173","2429309513.80854","2553596091.82258","2582180794.1855","3112166848.3004","2862504169.99893","2754220263.02528","3185987234.84089","3891755551.94138","6599259420.99605","7731677256.80982","9091924304.83477","11026346589.5011","11922502170.6405","14175166007.5774","17881514682.8784","21810767209.3695","19929853574.6095","17152483214.3536","16912515183.2783","17149094589.9827","15314143988.0621","13945431882.2271","13051886552.3377","13890828707.6493","15239278100.3502","16988535267.6338","18094238119.0595","18938717358.6793","22708673336.6683","24432884442.2211","25226393196.5983","28162053026.5133","27981896948.4742","19645272636.3182","18327764882.4412","24468324000","28548945000","32432858000","36591661000","41507085000","46802044000","51007777000","61762635000","62519686000","69555367000","79276664000","87924544000","95129659000","101726331000","99290381000","99937696000","104295862000","108398058000","", +"阿拉伯埃及共和国","EGY","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","4948667540.41066","5278005611.91453","5605484298.98275","5932242990.65421","6524455205.81114","8042200452.1477","8609283346.08518","9299638055.84281","10098534613.4411","9228963224.60004","11632178868.9171","13315988083.4161","14400806875.9867","14811704063.0685","18020571428.5714","21669908177.0664","22136081081.0811","27655172413.7931","30966239813.7369","33971188991.6147","39053502251.0732","41253507951.3564","40455616653.5742","34980124929.0176","39756299049.9793","42978914311.3504","37387836490.5284","41855986519.4235","46578631452.581","51897983392.6453","60159245060.4542","67629716981.1321","78436578171.0914","84828807556.0803","90710704806.8416","99838543960.0763","97632008709.853","87850683978.6691","82924503942.6381","78845185293.4964","89685725230.2517","107484034870.974","130478960092.499","162818181818.182","188982374700.805","218888324504.753","236001858960.015","279372758361.832","288586231501.877","305529656458.438","332698041030.807","332927833278.038","235369129337.711","250895469644.498","", +"欧洲货币联盟","EMU","GDP（现价美元）","NY.GDP.MKTP.CD","245447359429.401","270172398741.054","299820176697.464","336351025948.426","374098342452.394","408215217814.032","445145127213.125","483555287610.936","518385655080.567","572667208434.026","641661352571.282","727250878322.039","878564933796.335","1140551985188.26","1293479528389.8","1499896046642.12","1565338413159.44","1780493928969.08","2180286679717.84","2641054833759.96","2957969373274.26","2570726515718.05","2488863293583.92","2427979491829.1","2328909303034.65","2392628694168.01","3357838291838.19","4153063175251.52","4567521859474.51","4665534944904.77","5871571762095.75","6098788978230.53","6726742780089.63","6162113917507.5","6509747580056.97","7517783242200.44","7608600706357.79","6956703610586.5","7149352017482.07","7116772457710.09","6484573532448.5","6592352067950.52","7174014361860.81","8850827901132.02","10151027906176.7","10535354545600.8","11185953973661.5","12881558619442","14124882309427.2","12915145836358.7","12651387614510.3","13630795393394","12651386953652.8","13202692493055.8","13499117646931.9","11684180189186.4","11981439102404.6","12639380729565.5","13675599697568.1","", +"厄立特里亚","ERI","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","477101651.648376","467872714.755603","531688311.688312","578015625","693535954.190067","686490090.140141","745526154.93283","688921325.712043","706370815.584416","752368495.512622","729321366.651861","870247703.182758","1109054005.43971","1098425900.74116","1211161879.6748","1317974491.05691","1380188800","1856695551.21951","2117039512.19512","2607739837.39837","","","","","","","","", +"西班牙","ESP","GDP（现价美元）","NY.GDP.MKTP.CD","12072126075.397","13834300571.4849","16138545209.246","19074913947.7196","21343844643.7341","24756958694.9238","28721062242.1634","31647119228.1982","31475548481.4095","36038711599.541","40881655098.6451","46492797365.2695","58971806626.9739","78425934894.3461","97009800115.3735","114465300289.855","118185307386.222","132089531434.83","160163483072.917","214019077342.588","232134606637.271","202257045774.013","195464408602.151","170486866357.309","171635463361.623","180302412230.92","250638463466.793","317882187036.787","375138723325.239","413630538018.271","535101248775.71","575598537069.656","629202392003.901","523649481762.322","529121577319.588","612939685081.398","640998292394.588","588692045454.545","617041986858.225","633194118900.49","595402616546.895","625975838926.175","705145868624.13","906853273137.698","1069555500372.49","1157276458151.97","1264551499184.54","1479341637010.68","1635015380108.39","1499099749930.54","1431616749640.29","1488067258325.2","1336018949805.58","1361854206549.39","1376910811040.88","1199084183705.08","1237499479181.11","1314314164402.2","1426189137596.58","", +"爱沙尼亚","EST","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","4373665145.55468","4746109767.1999","5066240419.29666","5617109244.63233","5726897998.29642","5685774808.80862","6245069734.13302","7322069511.16134","9833870709.12376","12059201242.236","14006088297.4754","16963625015.6818","22237061730.0849","24194039255.8957","19652492636.8436","19490936349.1753","23170239900.7654","23043864510.0543","25137153149.4377","26615854605.2787","22904456871.8171","23984296770.8115","26611651598.9453","30284890757.0585","", +"埃塞俄比亚","ETH","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","7324903188.4058","7707678019.32367","8567890821.25604","8096302367.14976","9480840483.09179","9848600869.56522","10527338647.343","10908935748.7923","11476584879.2271","12175166763.285","13463868357.4879","10492993077.6093","8830712713.90781","6927950564.55657","7663984567.90123","8547939730.62374","8589211390.49612","7818224905.55071","7700833482.00615","8242392103.68061","8231326016.47494","7850809498.16803","8623691300.04079","10131187261.4421","12401139453.9738","15280861834.6024","19707616772.7996","27066912635.2228","32437389116.038","29933790334.3418","31952763089.33","43310721414.0829","47648211133.2183","55612228233.5179","64464547915.2698","74271281810.8189","81716326730.819","84355462494.0837","", +"欧洲联盟","EUU","GDP（现价美元）","NY.GDP.MKTP.CD","359004271011.133","390859881170.787","426985031936.441","470381742780.729","521291493679.339","567692677296.745","615394652669.266","661285980699.66","687337429752.242","754932288355.104","855493375347.389","967688475854.783","1158583832486.52","1471145386645.72","1653564609378.25","1927695033594.9","1996681069141.87","2261215544026.42","2771088326281.17","3384067085520.08","3862403099962.48","3417395763167.26","3288989778639.87","3187924746062.3","3060797321871.29","3163272342146.21","4337476983131.67","5366479126925.62","5985942240573.43","6111734250834.42","7578747012397.74","7859703679073.51","8562873940799.95","7808850934913.18","8293218409245.9","9630019303778.31","9840487001647.22","9287506354131","9606952143043.1","9590812463212.46","8910186718989.27","9012853083434.01","9827530208216.07","11960208674688.4","13808952902083.3","14443193183268.7","15408596715362.5","17810757464694.4","19163615254030.1","17126624663159.6","17009614810443.3","18374315294556.7","17316864403871.3","18052722357480.4","18668667522005","16446486687656.4","16551356160778.7","17349595038832.2","18756100690153.4","", +"脆弱和受衝突影響的情況下","FCS","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","219801672716.775","201731595446.131","193875225701.653","220165940340.098","255524217446.311","310428639911.357","367377421273.771","451741010286.562","584365426926.351","544392485063.641","649697459092.748","709496791246.974","816782810006.542","850108840302.666","858909714923.726","774330701792.269","742854202539.141","829812208374.292","832471154639.994","", +"芬兰","FIN","GDP（现价美元）","NY.GDP.MKTP.CD","5224102195.52771","5921659485.03284","6340580854.39073","6885920328.66187","7766655085.78588","8589340019.02985","9208524504.87684","9368954010.3132","8823033880.32993","10070766720.5011","11365953567.3839","12536710287.0134","14754136507.0261","19486826979.9284","24867278714.3532","29494515597.22","31873171718.726","33524682307.8058","36283091407.9422","44498283620.8213","53685049410.2646","52485533204.7396","52832120389.7866","51014090520.9223","52926394934.7052","55914236377.5902","73586676049.7302","91642093872.5822","109103056147.832","119064708327.56","141517648888.198","127866490222.026","112625431377.754","89255751014.885","103321570859.419","134199346405.229","132099404607.818","126833123353.568","133936359590.565","135225868314.511","125539893126.958","129250111856.823","139552983248.635","171071106094.808","196768065557.487","204436015420.968","216552502822.732","255384615384.615","283742493042.332","251499027507.641","247799815768.477","273674236772.815","256706466091.089","269980111642.898","272609288689.575","232850788304.513","239009517793.721","252331136734.129","273960969999.218","", +"斐济","FJI","GDP（现价美元）","NY.GDP.MKTP.CD","112328422.113084","116987784.913739","122906434.957814","129454728.623599","140032741.468329","147084750.031482","150603925.515853","162625885.863484","166952937.135005","182182067.703568","219878482.173564","247749327.721267","316650508.967523","425963359.355326","558589870.903674","684268280.812751","694552411.718837","719533137.126662","829239489.844119","1019743927.24662","1202567359.4132","1235899836.18067","1194015444.01544","1123107276.30285","1177997413.63384","1141210124.82663","1290228616.82408","1177908191.97685","1109976927.91722","1182686577.22645","1337024782.22702","1383843860.1247","1531803060.54558","1635426125.30808","1825285158.11762","1970347720.96992","2129266728.42585","2093994597.21549","1656784779.545","1942170999.18765","1684109743.49338","1660102345.60309","1842691481.09196","2315935752.71653","2727507212.92556","3006725014.78415","3102741451.01664","3405050611.68726","3523185919.55826","2870624635.68032","3140508835.9485","3774530615.65916","3972012570.53467","4190143206.25611","4856963251.97477","4682546881.15833","4926740193.66773","5270335184.70768","5479504926.19335","", +"法国","FRA","GDP（现价美元）","NY.GDP.MKTP.CD","62651474946.6007","68346741504.4257","76313782251.6964","85551113767.3727","94906593388.3107","102160571409.274","110597467198.645","119466139619.589","129847107787.883","140725497222.277","148456359985.827","165966615366.402","203494148244.473","264429876252.21","285552373158.756","360832186018.051","372319038514.067","410279486493.715","506707848837.209","613953129818.07","701288419745.421","615552202776.101","584877732308.614","559869179791.72","530683779929.445","553138414367.061","771470783218.108","934173305685.911","1018847043277.17","1025211803413.53","1269179616913.63","1269276828275.78","1401465923172.24","1322815612694","1393982750472.59","1601094756209.75","1605675086549.56","1452884917959.09","1503108739159.44","1492647560196.04","1362248940482.77","1376465324384.79","1494286655373.61","1840480812641.08","2115742488204.62","2196126103718.44","2318593651988.46","2657213249384.07","2918382891460.38","2690222283967.77","2642609548930.36","2861408170264.61","2683825225092.63","2811077725703.59","2852165760630.27","2438207896251.84","2471285607081.72","2586285406561.51","2777535239277.98","", +"法罗群岛","FRO","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","1107882640.8787","1120280381.86979","1058702725.4395","1147654635.45922","1262669892.4595","1494011567.01125","1688237552.36935","1727792692.89133","1984445416.02206","2290133548.87301","2432415998.11695","2268387770.71014","2320424601.26954","2490807830.57351","2366301251.61847","2627049837.08135","2850743875.2784","2518096285.61661","2689157270.82312","","","", +"密克罗尼西亚联邦","FSM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","106500000","","","112210000","116700000","124700000","135200000","147200000","166200000","178100000","198400000","202500000","222103600","218845700","206900300","219646200","220660500","233226300","240051900","241543400","245277400","240097000","250149400","253372300","256548100","262868600","279966700","296525300","310502100","326128700","316040600","317999400","315179700","329895600","336427500","344501760","", +"加蓬","GAB","GDP（现价美元）","NY.GDP.MKTP.CD","141468977.570007","167637907.381696","182796536.499917","154480244.246828","215679855.272553","226474285.587116","245849781.715943","271543680.279265","294468564.534311","318124701.048993","323802475.481029","381687073.058602","430508357.724","722780701.123338","1544216003.98425","2157592936.60731","3009409970.90463","2809349074.17711","2389479269.18832","3030251116.35966","4279637933.85136","3862269126.92681","3618007844.44908","3391275731.31859","3561451562.23576","3339914759.37275","3403638193.57905","3281797038.66566","3834503378.35497","4186411457.45694","5952293765.84468","5402919956.93831","5592390848.52648","4378645081.01769","4190819314.02958","4958845906.34769","5694040336.82571","5326816858.99586","4483417119.83928","4662992036.2073","5067865320.7979","5018874179.18704","5310381151.35952","6497305662.09274","7756293574.98077","9578973591.00958","10318424464.3377","12438956756.4455","15508574820.3516","12065138272.7538","14358584300.3006","18186478119.9582","17171447372.3334","17590745162.1326","18179752009.7489","14377324797.637","14014369641.7689","14892609693.1667","17017401831.9223","", +"英国","GBR","GDP（现价美元）","NY.GDP.MKTP.CD","72328047042.1588","76694360635.9159","80601939635.2483","85443766670.4279","93387598813.9269","100595782309.165","107090721447.057","111185383409.521","104702736248.084","112676874821.987","130671946244.3","148113896325.14","169965034965.035","192537971582.558","206131369798.971","241756637168.142","232614555256.065","263066457352.172","335883029721.956","438994070309.191","564947710899.373","540765675241.158","515048916841.37","489618008185.539","461487097632.349","489285164271.047","601452653180.885","745162608269.325","910122732123.799","926884816753.927","1093169389204.55","1142797178130.51","1179659529659.53","1061388722255.55","1140489745944.29","1335862395455.26","1409410296411.86","1553623117223.31","1641666114607.49","1668270506390.55","1648269027084.28","1625799625737.73","1773015587529.98","2043831836734.69","2403614060783.6","2525005454545.45","2697151793928.24","3084117647058.82","2904036764705.88","2394785792179.47","2452899665124.47","2634895693131.3","2676605417645.99","2753565033773.77","3034729456047.18","2896420586534.4","2659238931670.25","2637866340434.13","2825207947502.9","", +"格鲁吉亚","GEO","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","7753501867.76095","6357615894.03974","3690328963.64086","2701181331.30816","2513870586.73344","2693731865.97036","3094855183.27441","3510443159.92293","3613498174.54701","2799976944.62056","3057424694.29661","3219488663.77231","3395773557.40766","3991284895.37214","5125365191.98664","6410878799.58074","7745394293.41721","10172882370.5477","12795076469.0099","10766776414.2472","11638500813.5555","14434568633.2642","15846484587.9004","16140014428.2794","16509316418.4176","13993566297.9774","14378036929.0573","15081330942.4188","16209818081.3701","", +"加纳","GHA","GDP（现价美元）","NY.GDP.MKTP.CD","1217230038.26781","1302674264.19915","1382515590.06942","1540797516.79469","1731296118.87113","2053462872.38275","2126300573.17668","1747187539.20717","1666910166.289","1962051319.26134","2215029450.3805","2417107708.25317","2112292944.64142","2465492957.74648","2894409937.8882","2810106382.97872","2765254237.28814","3189428571.42857","3662478184.99127","4020227920.22792","4445228215.76763","4222441614.97432","4035994397.7591","4057275042.82903","4412279843.44423","4504342149.43471","5727602644.71472","5074829931.97279","5197840979.13416","5251764264.26802","5889174825.487","6596546195.65217","6413901601.83066","5966255778.12018","5444560669.45607","6465137614.6789","6934984709.48012","6891308593.75","7480968858.13149","7719354838.70968","4983024408.14828","5314909953.92992","6166330136.2948","7632406552.83803","8881368538.07671","10731634116.7384","20409668521.5494","24758819717.7074","28526891010.4925","25977847813.7422","32174772955.9748","39566292432.8615","41939728978.7281","63277216921.436","53601126665.1424","49181854795.298","55009730589.4447","58996776244.424","65556464056.4301","", +"直布罗陀","GIB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","", +"几内亚","GIN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","1922600899.38433","2041538057.02888","2384295763.72528","2432029380.43686","2666616176.91609","3014890569.04099","3284625277.16186","3279063317.63475","3383218922.79336","3693753379.05992","3869032270.91633","3783788551.0819","3588376057.01536","3461282293.64624","2995360969.16199","2833442750.43639","2949637039.04424","3446442218.89829","3666349049.42641","2937071767.25576","4220019242.75183","6281917655.89242","6964179193.84376","6716904568.75769","6853467857.6196","6785137172.76517","7638045254.43072","8376613843.27475","8778473614.54971","8794202443.67754","8604520929.47352","9915311049.15133","10989790256.3533","", +"冈比亚","GMB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","44212353.6988296","46695363.1558873","41160658.5705371","45168722.6995632","52296836.749388","55728608.974983","59161544.9957528","75187969.924812","95797533.4619206","115182522.123894","112189468.481826","138094243.349324","171836793.402694","207114382.546071","241080708.89018","218764445.784343","216051495.959817","213446562.57106","177338801.93075","225724851.691107","185646209.386282","220626484.224811","266673126.229801","284119692.49433","317083373.524559","690314321.374999","714255460.503389","755042548.055824","746491692.583857","785996982.492168","848237108.56163","803630742.53446","840285264.631545","814723460.08372","782915402.421095","687408804.630527","578236035.104279","487038821.611959","578785951.428733","624173239.919651","655070067.733924","798885556.457903","965781078.206954","900639534.010899","951806368.699129","898290989.936018","910026155.731035","1367041585.0891","1259063630.69993","1394149615.82075","1442298542.08538","1489464787.85603","1624464137.00149","", +"几内亚比绍共和国","GNB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","78733594.8411852","78540057.1372471","87702828.5651641","89374237.2881356","98775328.9473684","108985740.155434","112386489.005677","114971207.205384","122666858.789625","118537875.133044","110653830.722704","154731969.69697","165523634.503718","163577538.326314","138478900.628609","143856253.127248","130225018.751151","173836362.010677","164458120.314176","213143016.443316","243961995.509785","257150374.069711","226313443.749086","236880821.656388","235620043.500927","253966922.278198","270419779.418107","268550998.219197","206457544.497703","224446663.800548","370173838.651652","392278168.199897","415843481.998691","476388260.639232","531109356.165462","586795675.416201","591839470.665059","695990208.376629","864654795.287148","826798659.766283","849050127.504407","1098379391.95039","989327811.785114","1045790132.98518","1053512334.17271","1047808175.00057","1178204501.38801","1346841897.00437","1458156026.13413","", +"赤道几内亚","GNQ","GDP（现价美元）","NY.GDP.MKTP.CD","","","9122751.45318345","10840095.1283649","12712471.3960211","64748333.3333333","69110000","72317446.9327193","67514285.7142857","67225714.2857143","66331428.5714286","64946954.756798","65429198.238708","81203226.9138345","94159862.7073691","104295643.388437","103653049.93797","103987520.075827","","","50642880.7737503","36731422.8456914","44294647.733479","44442456.94764","50320914.4065688","62118564.8495425","76407396.7552964","93345847.7270323","100534663.294927","88265974.5843603","112119406.548331","110906032.075075","134707184.355541","136047896.155778","100807001.813926","141853368.256815","232463036.435759","442337849.474377","370687618.717326","621117885.668503","1045998496.43872","1461139022.02954","1806742742.27311","2484745935.09329","4410764338.66733","8217369092.65224","10086528698.8604","13071718758.7373","19749893536.3204","15027795173.2187","16298542027.9965","21329395900.871","22389626329.3369","21942597765.3631","21736500712.9638","13180195435.1132","11233177619.4663","12289913729.3358","13317453070.3876","", +"希腊","GRC","GDP（现价美元）","NY.GDP.MKTP.CD","4446528164.67559","5016048786.22753","5327573509.09843","5949478034.88751","6680298250.57961","7600579093.1158","8455611129.27936","9136711287.82434","9915140546.35072","11266091570.5718","13139862500","14591755681.8182","16885506818.1818","22347844649.0219","25351305681.8182","28525872476.0893","31152840485.0746","36176233117.4838","44270203153.9889","54481875804.9678","56829663469.2246","52346507380.0738","54617991326.5306","49428872678.0186","48020024788.3918","47820850974.5867","56379593719.5716","65652751132.3603","76261278404.9964","79169043642.4675","97891090928.6328","105143232379.884","116224673042.546","108809058858.502","116601802106.742","136878366230.328","145861612825.595","143157600024.959","144428172835.236","142540728958.023","130133845771.144","136191353467.562","153830947016.751","201924270316.027","240521260988.329","247783001865.44","273317737046.795","318497936901.177","354460802548.704","330000252153.376","299361576558.217","287797822093.178","245670666639.047","239862011450.103","237029579260.722","196591353761.226","195222443512.937","203085551429.132","218031844583.994","", +"格林纳达","GRD","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","71494495.1851852","88322386.2962963","102244362.222222","110900457.037037","115651918.888889","125435590","131803552.222222","145533310.740741","167728455.185185","187589522.592593","215009569.62963","236357523.703704","267327642.222222","278098762.962963","300757888.888889","310160444.444444","309812185.185185","325111814.814815","342172518.518519","366911444.444444","392190592.592593","445903592.592593","482009370.37037","520044370.37037","520444185.185185","540336925.925926","591018407.407407","599118592.592593","695370296.296296","698700666.666667","758683592.592593","825976037.037037","771275555.555555","771013259.259259","778655925.925926","799882259.259259","842620111.111111","911497407.407407","997007925.925926","1061631222.22222","1126882296.2963","1207454555.55556","", +"格陵兰","GRL","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","69520026.6666667","88570952.8688524","106101175.65798","140153748.243656","169918948.629182","211194305.702999","240780413.56493","282269373.001066","355989047.256374","420642463.409998","476055288.418886","435746974.759244","402405069.367769","416183706.943685","379371608.442925","412876071.118493","603015696.452849","787392365.831908","898611007.947709","929796722.387896","1018970364.86443","1016493394.8253","1037921836.9477","927219728.866886","1005879948.43254","1208946165.92889","1197509786.67632","1072147778.03013","1149862702.96084","1131561595.13775","1068030829.75591","1086172922.57413","1169138789.31435","1558753434.43083","1822486688.58807","1849805732.96203","2013099482.07439","2249811708.94796","2499107510.64122","2529948329.57153","2503156060.52524","2684467375.71479","2609667673.71601","2684952726.88425","2842048997.77283","2499115623.00272","2713534471.23312","","","", +"危地马拉","GTM","GDP（现价美元）","NY.GDP.MKTP.CD","1043599900","1076699900","1143600000","1262800000","1299099900","1331399900","1390700000","1453500000","1610500000","1715399900","1904000000","1984800000","2101300000","2569200100","3161499900","3645900000","4365300200","5480500200","6070600200","6902600200","7878700000","8607500300","8716999700","9050000400","9470000100","9721652086.95652","7231963515.98173","7084399840","7841602824.42748","8410724360.79546","7650125217.35253","9406097735.09117","10440842165.3193","11399942453.0646","12983235568.2292","14655404433.2771","15674835615.3139","17790026221.6139","19395491992.9939","18318412251.3642","19288827158.9035","18702802789.3009","20776669466.6053","21917706490.5299","23965275995.7214","27211377225.2715","30231249362.0604","34113107085.6085","39136954232.1988","37734072278.3802","41338521637.6882","47654783851.8252","50388460924.7345","53851148431.9316","58722323918.1604","63767597193.9175","68663653469.1246","75620095537.5005","78460447919.9915","", +"关岛","GUM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","3385000000","3560000000","3857000000","4197000000","4213000000","4375000000","4621000000","4781000000","4895000000","4928000000","5199000000","5336000000","5538000000","5710000000","5793000000","5859000000","","", +"圭亚那","GUY","GDP（现价美元）","NY.GDP.MKTP.CD","170215248.206265","185848451.262906","194948375.430205","175756868.692761","194773376.888526","213235294.117647","228705882.352941","250176470.588235","229750000","249300000","267800000","282050000","285380952.380952","307047619.047619","433954545.454545","494791666.666667","454440000","449880000","507080000","530440000","603200000","570357107.142857","482000000","489333333.333333","437631605.263158","453488372.093023","504651139.534884","354591846.938775","413799990","379779389.705882","396582263.291139","348533094.812165","373573141.486811","454101382.488479","540874934.201012","621626785.915493","705406001.424501","749138009.564539","717530683.169567","694754988.258295","712667896.727512","712167575.624277","726131434.715338","743064076.794566","787814379.183843","824880550.343965","1458453715.32702","1740180444.25731","1916994911.93238","2061323853.88576","2273225041.96217","2576024115.57832","2861562265.88301","2987684170.24434","3077643313.70623","3197225181.59806","3504024213.07506","3555205811.13802","3610435298.87019","", +"高收入国家","HIC","GDP（现价美元）","NY.GDP.MKTP.CD","1059339515224.82","1124267025793.28","1214276811879.52","1307428258996.2","1427744863828","1550217763186.51","1700299368142.65","1823714432547.58","1976077186282.9","2169153141828.69","2382067815783.14","2643908713614.09","3067851149862.03","3712555141830.17","4189551453638.15","4671728204832.11","5089230066458.19","5763471648813.93","6902105592392.63","7982003213961.16","8915308194970.33","9052805903276.37","8971167271634.07","9265539426040.68","9662197688063.13","10142401799421.8","12314032663191.9","14271893977805.9","16074823205814.3","16818038200018.5","18902871222962.2","20000983408117.5","21520991463656.2","21693650106149.7","23266600999584.6","25842517982772.2","26071108613520.4","25641911774912","25737892735164.3","27031979025277","27585557703232.4","27317065057931.7","28477664381263.8","31924056168847","35531784456165.9","37583690650406.5","39688841832102.5","43408127114190.5","46144055275846.8","43284387474062.9","45351965462669.6","48938304410228.3","48994701036926.9","49584416023811.6","50660517806404.2","47850600439654.7","48846737266418.7","51007659904749.6","54118794268746.9","", +"中国香港特别行政区","HKG","GDP（现价美元）","NY.GDP.MKTP.CD","1320796651.69457","1383681651.13776","1612346412.26475","1935298266.45384","2206466461.26434","2435078534.03141","2489845016.64894","2692474989.12571","2716964388.42418","3189740055.13982","3800766535.62088","4476001946.01486","5710107420.14394","8030117555.62033","9388663645.7588","10048022369.9141","12876366008.8077","15719433719.4337","18315007365.9713","22526035940.5921","28861759209.0191","31055409443.043","32291306281.8168","29907091339.5364","33511383985.6741","35699543050.7778","41075570591.9291","50622571586.1149","59707404560.5944","68790369107.2962","76928290841.8701","88959620135.8864","104272278634.731","120353947980.764","135812069768.646","144652912433.103","159717233621.659","177352785419.977","168886163221.567","165768095391.557","171668164082.555","169403241524.337","166349228737.386","161384522525.299","169099768875.193","181570082162.19","193536265094.364","211597405593.868","219279678430.164","214046415026.187","228637697575.04","248513617677.287","262629441493.476","275696879834.966","291459356985.337","309383627028.561","320860698504.309","341648103474.824","362992536837.405","", +"洪都拉斯","HND","GDP（现价美元）","NY.GDP.MKTP.CD","335650000","356200000","387750000","410200000","457000000","508650000","549950000","598100000","646800000","668000050","723000000","731000000","802999950","912499950","1034500000","1124000000","1347999950","1669499950","3097242093.22441","3544281976.29198","3968160045.98684","4043894878.58005","4266503525.61051","4476697184.85981","4915311846.48827","5278120712.5459","5677828958.90605","6190521241.46495","5902717091.54747","5432344901.77821","4923009551.51561","4648668478.56753","4943700431.07368","4926728932.95069","4642280682.14252","5347445005.21376","5215028986.48649","5737099650.19011","6366340265.87888","6414520529.61673","7103507989.05044","7565877533.54421","7775075857.72532","8140282679.97372","8772170427.48088","9672027224.16405","10841723354.4391","12275493958.7834","13789727209.7723","14486137413.5468","15729644901.1305","17588097149.7619","18400538970.1119","18372173610.6685","19618567447.2199","20833948912.2897","21566622849.6057","22940179173.6147","23803230472.6372","", +"重债穷国 (HIPC)","HPC","GDP（现价美元）","NY.GDP.MKTP.CD","17459222700.8852","17926969870.7808","19513856222.7079","23554317701.819","21014685938.361","24538358959.6285","26728307783.9663","26168776936.16","27697608179.4287","30849210814.9694","32281043668.5034","34784616281.045","37755021850.7688","45585455295.3892","55885818113.9904","63590333033.1969","67847073062.7706","79526482797.4493","91653050930.4336","102641494186.546","108056691967.393","107922700506.115","107894259487.999","102011612709.659","102266954527.368","107497538614.697","123553211878.097","135549629548.729","135548176884.368","131087043037.484","134341873486.326","138665054002.554","126657708535.679","130759819301.391","115589194602.328","131657669572.541","137330827487.052","143784825997.713","151163167012.032","151092628498.618","162444931770.66","154762976572.26","166491933733.751","189689609699.896","218179525485.316","248193264864.181","295497846524.314","353110614102.41","426498249170.888","428919945212.731","474041146088.376","529821540814.014","570150898932.386","636323163116.238","672962306369.463","661003607512.643","677328573708.494","753022206109.233","727255209281.288","", +"克罗地亚","HRV","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","22387561845.2244","23678012697.3612","23822087053.2091","25432144406.2043","23386945596.6928","21774273832.1031","23289671102.3197","26868450817.4854","34667270723.3408","41523418159.5214","45347181469.7775","50404444703.3826","60121906684.0682","70494603466.4504","62779128128.3747","59865977191.7061","62399478246.2247","56548374544.8951","58157880646.4618","57682343707.5954","49519006809.2676","51623429121.3635","55201417479.3925","60805659436.216","", +"海地","HTI","GDP（现价美元）","NY.GDP.MKTP.CD","273187200","271066000","281896800","294883400","325281200","353251800","368948600","369124200","367968800","391820400","331200000","362800000","372000000","466800000","565400000","681400000","879000000","947000000","974200000","1080600000","1383800000","1479400000","1474200000","1623600000","1816200000","2009400000","2318000000","2047200000","2613926800","2736243800","3096289800","3473540601.82161","2257121668.19352","1878248741.04949","2167564194.7342","2813313278.81082","2907514522.92503","3338938830.01743","3723909226.86781","4153736347.44223","3953846310.66081","3596443004.56165","3472191962.42287","2960306120.93557","3537720277.49988","4310358095.62898","4756204069.61876","5885325589.97642","6548530572.35291","6584649419.28348","6622541528.56888","7516834160.25277","7890216507.68913","8452509315.87722","8776350789.5993","8724656126.49849","7975563430.00341","8408252995.16143","9658084644.22796","", +"匈牙利","HUN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","34748508332.1068","38724945367.8583","40119073326.3573","43160392123.6053","46418916500.3536","46659796772.5473","47290180588.5993","48770466838.6491","49170434390.9949","47310623887.2319","53821315066.1024","67716887203.4136","85324771841.4118","104066609517.928","113035361316.749","115295199391.606","139850794387.281","157998423131.739","130593960612.172","130922638689.071","140782064609.187","127856647107.82","135220881110.441","140082504424.588","123074092703.141","126007978024.32","139761138102.757","155703069815.638","", +"只有IBRD","IBD","GDP（现价美元）","NY.GDP.MKTP.CD","304069678864.594","290201929935.231","302263491860.947","322785976801.533","366091310434.23","400527189745.144","412625053258.469","424452477248.692","448538482424.449","501149425827.075","544955977327.593","595266975591.105","669892967814.2","861623578017.425","1086845951720.89","1173369161299.91","1278586192425.63","1449231884123.8","1562730491019.3","1872568427134.46","2208646490836.65","2391927383818.7","2373451931481.6","2339621842747.2","2393103336561.89","2527499205990.11","2629048563201.97","2687121091001.43","2906547796734.42","3017390726824.05","3454048564730.25","3721879839768.73","3712217066725.86","3978731711954.24","4349543344256.17","4889274283328.1","5343572921098.42","5656977166522.58","5502291590831.62","5341366035052.45","5804802149772.7","5890230266263.89","5983197306126.84","6735919655458.84","8014727019240.77","9585156095624.62","11367749216481.8","14131000561594.7","16963471720634.8","16461240275448.1","19990767161541.1","23617127235545.3","25106275471953.1","26533916731989.9","27401475014254.7","25861299090783.9","26007844862729","28633325623549.2","30466767138226.6","", +"IBRD与IDA","IBT","GDP（现价美元）","NY.GDP.MKTP.CD","341047910403.424","330143736066.485","345631253541.036","371781232338.534","413495567622.423","454382362158.494","471222864306.609","483598500109.574","510838315645.724","571426369486.514","626734771709.279","677040096697.529","754810294036.51","958402390167.14","1218377239892.61","1332091023098.31","1443653592291.51","1628315934807.2","1766679151025.07","2109151046473.86","2487468601677.43","2809252328055.58","2766033537503.79","2664336090456.44","2689196798950.47","2832099238815.02","2928762884229.66","3001711716320.38","3226934555764.77","3333294828706.89","3793767836131.71","4067762971586.01","4045447747828.5","4297455849304.95","4659855819556.25","5245078155245.54","5734119534918","6062405715327.1","5912345998418.15","5761065803613.74","6262974260039.75","6344475205285.11","6472124689534.54","7285886601924.13","8660725333195.23","10337050112946.7","12286888754055.7","15209144761432.2","18258295218300.4","17726918877572.9","21452222019430.8","25284304987527.2","26903273334456.8","28503883420400.6","29538314075552.1","27954716600642.8","28050551562617.9","30782664821277.7","32672447529304.4","", +"IDA總","IDA","GDP（现价美元）","NY.GDP.MKTP.CD","38231560320.8025","40358683110.8042","43506027186.9027","48930680828.2688","47976820708.9747","54309934298.3281","58865183485.2662","59494949941.1381","62679870045.8457","70668867301.5053","81945635495.6294","82329754180.4518","85900357813.4124","98667523854.3127","133439275199.503","160020034870.773","166842972782.427","181458524441.453","206006191970.492","239410087456.307","282167406822.925","415433331399.712","392042500341.271","328072651881.442","301780104400.727","311153172018.324","307582824049.032","322071906703.33","329033475915.799","322260774126.087","343560392598.444","349217246654.835","336087291874.14","320308938891.477","310288022574.305","356100357454.797","390953385166.882","405464571675.661","410862142715.519","421548022928.833","460281920234.106","456139999488.277","491481672355.466","552835569977.592","649286679832.255","755429255280.097","923859016107.023","1082772980631.25","1300412546186.22","1271510232783.85","1465180099197.68","1668941965076.81","1800009529286.75","1976405957169.28","2148023887682.29","2106056291167.09","2053717726939.24","2158608447502.58","2214471555511.12","", +"IDA混合","IDB","GDP（现价美元）","NY.GDP.MKTP.CD","12276346524.9681","13116425057.8788","14016894564.2088","14825026743.1791","16205156535.4059","17630292016.6688","19127748636.6169","19260006456.5619","20467426308.1593","23346392313.8665","32099046142.8365","29727368747.3565","33268313200.3839","35464839054.7747","51435151101.6284","59204100878.7519","71834819291.1039","75285530916.2374","81613035187.6141","100418618123.482","129045178994.382","249346444930.784","228165899113.592","173993281632.716","149068540251.308","148837527682.774","134233976880.278","137968545575.467","142904259746.137","138139767431.003","149358224393.509","151403738611.463","149657282437.877","133152326583.75","137031694592.057","158227141302.352","174905097325.361","179226444702.356","175946957361.911","183402333869.345","200554559148.27","201330057698.616","222642338180.995","250053302014.356","306064532797.836","367264301700.982","473887201110.281","547458077826.067","651561320885.37","608659912471.784","710857170637.878","821175610000.041","903991245250.574","983062712052.744","1078993325724.2","1024951386304","949684642860.357","942180672601.184","991212192923.733","", +"印度尼西亚","IDN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","5667756644.83099","7076465295.33327","8337423312.88344","9150684931.50685","9333536359.79807","10997590361.4458","16273253012.0482","25802409638.5542","30463855421.6867","37269156626.506","45808915662.6506","51455719099.9244","51400186379.3033","72482337370.3493","85518233450.774","90158449307.2387","81052283404.6079","84853699994.0508","85289491750.3225","79954072569.8533","75929617576.8776","84300174477.2018","94451427898.3405","106140727357.035","116621996217.133","128026966579.964","158006700301.533","176892143931.505","202132028723.115","227369679374.973","215748998609.635","95445547872.715","140001351215.462","165021012077.81","160446947784.909","195660611165.183","234772463823.808","256836875295.452","285868618224.017","364570514304.85","432216737774.861","510228634992.258","539580085612.401","755094160363.073","892969107923.097","917869910105.748","912524136718.019","890814755233.225","860854235065.079","931877364177.742","1015423455783.28","1042173300625.55","", +"只有IDA","IDX","GDP（现价美元）","NY.GDP.MKTP.CD","26907782086.0189","28215436946.8394","30563448055.2682","35507697140.966","32802149587.9371","37993405020.5269","41157529961.8413","41685030534.9039","43706161268.9925","48954489118.8516","50765328674.7009","54006502004.3111","53670916231.3326","64916044846.895","83664198020.6214","103303569154.015","95579567243.0614","107363161791.361","126530737186.811","140339603591.174","152545951095.506","155534627840.112","154907154105.87","148899987068.857","149455079125.759","159544332995.127","172164781671.825","183133562894.909","184940069522.864","183075704409.651","192951045489.888","196584603891.604","184838911042.194","186591133849.176","172033508322.568","196389013000.546","214304334345.818","224637993651.64","233838058579.967","236763917777.236","258189772177.917","253165690597.37","266802750107.873","300502919328.733","340173675067.765","384283257611.95","444482734265.806","529119859384.01","642111042961.651","658773741536.103","748786082530.149","840445860006.432","886434333832.953","983697024193.72","1057615994175.32","1072816242432.06","1100335918044.46","1217660056890.77","1222271018650.91","", +"马恩岛","IMN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","914727080.643268","1023086918.62768","1180919719.40764","1382548249.78303","1567465656.8505","1563667799.61578","1659249982.10835","1947408064.82732","2328854755.67558","2822228368.59817","3032409189.11876","3422651333.94664","4466100440.17607","5928601102.94118","5487083657.89064","5920177688.50433","6566098381.6696","6433357030.0158","6754330154.76004","7428280401.5139","6792417112.29947","6592627599.24386","","","", +"印度","IND","GDP（现价美元）","NY.GDP.MKTP.CD","37029884761.6365","39232436722.9835","42161482867.6871","48421924617.5489","56480291292.4818","59554856000.0288","45865463131.5377","50134943403.2483","53085457141.236","58447996415.5959","62422484548.3796","67350989632.712","71463195540.6261","85515271632.0276","99525901497.5755","98472798813.7125","102717166924.066","121487325381.668","137300298593.834","152991657454.179","186325349548.793","193490614662.615","200715150164.325","218262278633.435","212158239241.317","232511883406.39","248986000002.799","279033590769.841","296589001909.868","296042362070.853","320979034101.132","270105348343.706","288208437278.741","279296029670.677","327275591371.343","360281961338.465","392897063750.676","415867763815.89","421351487589.808","458820428317.587","468394948471.616","485441026156.549","514937961192.908","607699299977.15","709148531774.823","820381672147.736","940259892374.501","1216735426855.47","1198895498504.14","1341886699393.18","1675615312693.42","1823049927771.46","1827637859135.7","1856722121394.53","2039127446298.55","2103587813812.75","2290432075123.75","2652551202555.27","2726322616821.31","", +"未分类国家","INX","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","", +"爱尔兰","IRL","GDP（现价美元）","NY.GDP.MKTP.CD","1939329775.43739","2088012282.35667","2260349684.08625","2430843768.44553","2766608945.87402","2945704142.99765","3104034393.23162","3343636773.36759","3278584478.33023","3787077343.72783","4401259497.2595","5104355308.54734","6325627458.69394","7490132355.77851","7906317068.6798","9495165853.65854","9465078120.57741","11261810825.6629","14665538054.9683","18341273372.0181","21773901116.6855","20694944099.3789","21500471383.8587","20790917196.8288","20130728188.4924","21295485799.95","28748959622.7215","33961141385.7678","37818133293.3413","39285383971.4254","49364679953.1067","49847127139.0544","55985505024.789","52480251773.462","57166035571.2603","69222624368.6869","75880630166.3306","82826141595.0334","90082051923.2926","98692079266.9934","99852958356.3663","109135253959.732","127949875023.527","164284690067.72","193870692699.28","211649034697.177","232083467569.941","269917943471.12","275038896001.172","236316405946.096","222148757313.006","237472361872.56","224999484104.853","238543538776.684","258471885130.304","291499812103.645","300523297712.96","334834010485.56","382487490532.479","", +"伊朗伊斯兰共和国","IRN","GDP（现价美元）","NY.GDP.MKTP.CD","4199134390.12602","4426949094.75238","4693566416.43859","4928628018.38989","5379845647.31828","6197319929.69081","6789938673.21106","7555383689.95794","8623172959.97743","9743089606.11154","10976245154.4469","13731801564.685","17153463263.6627","27081698249.1603","46209092072.5922","51776222349.6891","68055295080.1742","80600122701.4648","77994316621.6283","90391877324.9865","94362275579.8343","100499312748.724","125948756439.668","156365156618.806","162276728618.744","180183629598.693","209094561833.817","134009995922.572","123057861333.923","120496362916.245","124813263926.246","","","63743623232.012","71841461172.545","96419225743.6248","120403931885.441","113919163421.119","110276913362.539","113848450088.351","109591707802.233","126878750295.962","128626917503.72","153544751395.43","190043433964.841","226452138291.542","266298911661.144","349881601458.56","406070949553.875","414059094949.063","487069570463.768","583500357530.414","598853401276.101","467414852231.299","434474616831.914","385874474398.59","418976679728.567","454012768723.589","","", +"伊拉克","IRQ","GDP（现价美元）","NY.GDP.MKTP.CD","1684121534.58415","1831700364.04369","1954634836.18034","1978437692.5231","2340521142.5371","","","","2896947633.71605","3008120974.51694","3281713805.65668","3865346534.65347","4113848002.40312","5134367778.1446","11516762614.2906","13458516762.6143","17754825601.0836","19838130714.5276","23762275651.8794","37816457839.4853","53405689129.6986","38424991534.0332","42595309882.7471","40595046638.7906","46802508845.2879","48284979092.9559","47127693792.2161","56609842393.0524","62503055644.9019","65641363782.5668","179885815374.719","","","","","","","","","","","","","","36627901762.063","49954890353.2609","65140293687.5395","88840050497.0957","131613661510.475","111660855042.735","138516722649.573","185749664444.444","218000986222.639","234648370497.427","234648370497.427","177498577312.923","170219966159.052","193158783783.784","225914183047.981","", +"冰岛","ISL","GDP（现价美元）","NY.GDP.MKTP.CD","248434096.968726","253885656.329253","284916516.159537","340061650.119898","434267936.914583","523694949.370689","628893310.399926","621225962.154708","474399471.622359","414709311.35296","527496590.909091","671258750","840914457.285293","1156175524.24276","1517467733.86693","1408989850.35784","1671997859.14256","2211828983.75823","2515601748.36782","2857724220.07941","3386501917.62548","3498247432.24163","3211446625.91588","2770107922.61742","2868747034.89968","2988537806.23836","3995619693.36467","5528616189.89999","6115814934.67243","5681096096.19612","6478459746.96228","6920116563.2421","7091625419.01334","6227928905.73227","6399064571.28805","7134341218.42524","7438183246.61654","7580988916.04599","8494094642.90999","8971609106.48051","9003639475.42485","8205357164.41227","9294651863.31914","11414054860.577","13834751482.0128","16812529923.7715","17216417442.2912","21514962936.5389","17905251832.0506","13164652894.2464","13683689802.2771","15158548597.3876","14724078264.24","16033517529.2506","17758089312.4856","17344165907.2129","20716024757.4057","24489493459.0074","25882218777.4084","", +"以色列","ISR","GDP（现价美元）","NY.GDP.MKTP.CD","2598500000","3138500000","2510000000","2992333333.33333","3405333333.33333","3663333333.33333","3980000000","4030000000","4619000000","5329333333.33333","7038333333.33333","6702000000","8762500000","11309750000","16317250000","15337833333.3333","15161000000","17347500000","16818647058.8235","21482760000","24129333333.3333","25541982456.1404","27796979423.8683","31046960854.0925","29118001364.2565","27464859869.3698","34047913832.5044","40903634140.2233","50026434048.4083","49829306407.848","58925354726.7136","67459649072.0021","75496923793.2577","75875266421.6812","86216942413.0716","100238675688.241","109855414136.667","114622322548.849","115861598589.511","117011468004.928","132243719324.062","130671332049.362","121042412533.243","126808836147.647","135341922021.419","142411275954.275","153982562749.675","178743403203.427","215960886649.944","207451779086.031","233732926323.391","261716880681.784","257435001991.474","292917010877.217","310007879343.474","300470790394.923","319377923613.703","353268411918.577","369690436162.433","", +"意大利","ITA","GDP（现价美元）","NY.GDP.MKTP.CD","40385288344.1911","44842760293.1924","50383891898.9911","57710743059.8341","63175417019.0094","67978153850.5191","73654870011.2757","81133120065.4202","87942231678.3505","97085082807.3751","113021271995.043","124261125468.165","144780887782.205","174913182331.451","198906210777.017","226944777283.511","223976030937.427","256746610489.357","314019078256.902","392378584945.234","475682506443.59","429282143246.466","425863251968.504","441580962901.581","436443280912.497","450725816042.998","638273986102.091","803055418882.581","888667913418.625","925598068021.451","1177326294440.85","1242109397533.95","1315806985860.17","1061445225790.57","1095590833693.56","1170787352906.22","1308929351236.04","1239050932241.93","1266309245009.48","1248563179203.07","1141759996314.72","1162317852348.99","1266510634293.24","1569649661399.55","1798314750434.57","1852661982340.5","1942633797516","2203053380782.92","2390729163615.06","2185160183384.27","2125058244242.92","2276292404600.52","2072823157059.76","2130491320658.68","2151732868243.21","1832273032580.67","1869201702185.17","1946570340341.13","2073901988878.23","", +"牙买加","JAM","GDP（现价美元）","NY.GDP.MKTP.CD","699050678.98642","748028839.423211","777712445.751085","826690466.190676","897931401.371972","972140557.188856","1096738065.2387","1148025407.34604","1083883355.33421","1191287651.50606","1404776071.04284","1539865513.92891","1875048859.93485","1905917553.19149","2375096249.03751","2860411285.88714","2966010229.8977","3249697393.02607","2644449232.29321","2425033998.18676","2679409453.23903","2979061412.37229","3293533288.42483","3619294120.69144","2373566957.49214","2100223149.71396","2754566176.20212","3286987551.71597","3828310734.97795","4404970058.83786","4592224067.37194","4071219198.03601","3530892749.02131","5405097570.68897","5419134875.33794","6538840169.73126","7368000000","8375077442.97381","8763219645.29332","8851581632.65306","8985352831.94058","9178016493.05556","9694169756.90153","9399447609.1835","10150978154.5484","11204416000","11901911987.8604","12827809965.2375","13680482786.9977","12067478477.5714","13200286270.4683","14413359665.4275","14798716216.2162","14193012191.4957","13852192273.1357","14145469269.457","14072135208.5664","14781107821.7513","15717858486.9424","", +"约旦","JOR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","599831979.837581","658078969.476337","631755810.697284","561187342.481098","698963875.66508","639596751.610193","678241388.966676","788574628.955475","943700547.778454","1197454206.76808","1363039399.62477","1708734939.75904","2096568478.59095","2602748691.09948","3271728271.72827","3910036925.14267","4384685230.02421","4680567375.88653","4920407601.21179","4966710013.0039","4993829194.12063","6401380000","6755599113.73707","6277197435.2124","4220945005.22102","4160003917.43258","4344250257.01278","5311329067.37276","5605841535.57512","6237739516.24445","6727446632.42009","6928359238.36389","7246188575.45839","7912327362.48237","8149106064.88011","8460424400.56418","8975689844.8519","9582453032.44006","10195660789.8449","11411390409.0268","12588665303.244","15056929760.2257","17110587447.1086","22218617771.5092","23974612129.7602","26551480959.0973","28932299012.6939","30966149506.347","33675599435.8251","36104372355.4302","37968970380.8181","39252468265.1622","40765867418.8999","42290832157.969","", +"日本","JPN","GDP（现价美元）","NY.GDP.MKTP.CD","44307342950.4","53508617739.3778","60723018683.7333","69498131797.3333","81749006381.5111","90950278257.7778","105628070343.111","123781880217.6","146601072685.511","172204199480.889","212609187920.833","240151807459.955","318031297492.682","432082670451.087","479625998614.775","521541905671.903","586161859001.02","721411786537.187","1013612173519.79","1055012119528.16","1105385973763.87","1218988935129.81","1134518001884.56","1243323592058.83","1318381627003.76","1398892744820.69","2078953333673.55","2532808573157.03","3071683013178.91","3054914166263.18","3132817652848.04","3584420077100.84","3908809463463.86","4454143876947.21","4907039384469.68","5449116304981.1","4833712542207.1","4414732843544.43","4032509760872.94","4562078822335.45","4887519660744.86","4303544259842.72","4115116279069.77","4445658071221.86","4815148854362.11","4755410630912.14","4530377224970.4","4515264514430.57","5037908465114.48","5231382674593.7","5700098114744.41","6157459594823.72","6203213121334.12","5155717056270.83","4850413536037.84","4389475622588.97","4926667087367.51","4859950558538.97","4970915556638.88","", +"哈萨克斯坦","KAZ","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","26932728898.8146","24881135586.399","24906939560.1098","23409027475.6879","21250839258.0901","20374307047.115","21035357832.8019","22165932062.966","22135245413.2312","16870817134.7767","18291990619.137","22152694161.8882","24636593223.3467","30833699702.7594","43151647002.6096","57123671733.8953","81003884545.4098","104849886825.584","133441612246.798","115308661142.927","148047348240.643","192626507971.584","207998568865.789","236634552078.102","221415572819.5","184388432148.715","137278320084.171","162886867831.694","170538870248.194","", +"肯尼亚","KEN","GDP（现价美元）","NY.GDP.MKTP.CD","791265458.818076","792959472.139024","868111400.014073","926589348.572953","998759333.643326","997919319.980049","1164519673.19763","1232559505.92359","1353295457.5261","1458379415.40278","1603447357.25171","1778391289.19123","2107279157.38336","2502142444.15525","2973309272.04487","3259344935.76836","3474542392.03212","4494378855.33109","5303734882.53446","6234390975.27091","7265315331.62273","6854491453.90208","6431579357.31256","5979198463.83025","6191437070.44184","6135034338.30431","7239126716.93219","7970820530.75078","8355380879.12955","8283114648.36775","8572359162.85631","8151479004.21334","8209129171.73649","5751789915.05363","7148145375.78545","9046326059.98857","12045858436.2399","13115773737.5664","14093998843.7334","12896013576.7324","12705357103.0056","12986007425.8781","13147743910.7241","14904517649.8476","16095337093.8366","18737897744.7948","25825524820.8064","31958195182.2406","35895153327.8497","37021512048.8158","40000088346.8041","41953433591.4101","50412754861.0191","55096728047.9408","61448046801.7207","64007750178.5974","69188755510.9427","78757391333.0088","87908262520.2133","", +"吉尔吉斯斯坦","KGZ","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","2675000000","2569444444.44444","2316562500","2028295454.54545","1681006993.00699","1661018518.51852","1827570586.16784","1767864035.71943","1645963749.83146","1249061487.01457","1369692689.42855","1525112241.84376","1605640974.292","1919012666.56904","2211534585.0034","2460248026.17783","2834168889.42019","3802566170.81543","5139957784.91084","4690062255.12247","4794357795.07139","6197766118.59856","6605139933.41063","7335027591.91628","7468096566.71158","6678178340.45121","6813092065.83507","7702934800.12836","8092836608.78875","", +"柬埔寨","KHM","GDP（现价美元）","NY.GDP.MKTP.CD","637142865.714286","642857134.285714","660000008.571429","728571437.142857","782857128.571429","868571428.571429","914285714.285714","962857134.285714","1065714248.57143","978873232.394366","718401157.724163","969911421.394181","505549441.375077","702899155.982033","588443893.689773","","","","","","","","","","","","","","","","","","","2533727592.04165","2791435272.26653","3441205692.9166","3506695719.57259","3443413388.6909","3120425502.58253","3517242477.2285","3677897739.07628","3984000517.02345","4284028482.53766","4658246918.27092","5337833248.03924","6293046161.83262","7274595706.67154","8639235842.18075","10351914093.1723","10401851850.6108","11242275198.9783","12829541141.0127","14054443213.4639","15227991395.2201","16702610842.4025","18049954289.4229","20016747754.0192","22177200511.5811","24571753583.4922","", +"基里巴斯","KIR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","14295279.5446937","15278632.4786325","18936526.9461078","31710657.7257811","85637174.3722131","55081816.9917528","41109617.4996945","38748059.4366822","45210026.3248255","42620165.4370668","38715554.5433842","41369800.0459664","40572066.1324678","37837837.8378378","41246160.596753","32125148.4042182","32085561.4973262","33608738.2719507","42972107.1958747","41119721.651115","39809538.6776989","47515189.2818196","47737955.346651","46919624.6430029","54832577.8622606","56338028.1690141","66515376.7900462","67537479.5903221","65334841.0604347","69032258.0645161","67254174.3970315","63101272.3699183","72196457.6768445","90231856.8000519","102367039.270481","112133944.253532","110234939.759036","132671742.950381","141042610.300285","132420059.273124","156120895.248578","181705002.578649","190243321.598675","185113921.606488","179703443.302686","171117872.436331","178328873.030033","185572501.532802","188284518.828452","", +"圣基茨和尼维斯","KNA","GDP（现价美元）","NY.GDP.MKTP.CD","12366563.6119699","12483229.3064224","12541562.1536487","12833226.3897801","13416554.8620428","13593932.3220537","14469078.1796966","16742338.2519864","14600000","15850000","16300000","19624746.4503043","22944849.1155047","24196018.3767228","31514856.3078422","33364055.2995392","30095602.2944551","44496737.7777778","49433941.4814815","58840662.5925926","68459214.0740741","80890204.8148148","86021798.5185185","86875571.4814815","98603924.8148148","111008962.222222","130684579.62963","147748773.333333","172692174.444444","192517321.851852","217258907.777778","220539507.407407","242135418.148148","263754660.37037","295157658.148148","313483384.814815","333946095.555556","374640295.109925","383257144.922701","406597034.441849","433520494.939384","475443712.230749","497328946.724502","486344351.017684","529250459.259259","577730934.074074","657227386.666667","723938700.37037","793368441.007407","767066391.818518","766785071.244444","818728133.003704","800392821.222222","849496203.911111","916857359.52963","936314411.47037","958973183.222222","992007403.125926","1039875050.37037","", +"大韩民国","KOR","GDP（现价美元）","NY.GDP.MKTP.CD","3957240260.5632","2417638423.22215","2813856976.37299","3988476878.75723","3458565256.57027","3120495495.4955","3928281860.39655","4854724234.80704","6117115488.88487","7675943920.04442","8999227202.47295","9889961111.91128","10842220468.8335","13841885920.8676","19482038222.8595","21704752066.1157","29779338842.9752","38265082644.6281","51700619834.7107","66567975206.6116","64980820835.3226","72425590649.4574","77773431088.253","87024427972.9294","96597434179.5082","100273097170.18","115537126325.94","146133338196.141","196964195387.371","243526047716.915","279349355713.801","325734233312.879","350051111253.443","386302839273.923","455602962225.403","556130926912.754","598099073901.423","557503074772.151","374241351752.483","485248229336.653","561633125839.994","533052076313.527","609020054512.465","680520724062.403","764880644710.649","898137194716.188","1011797457138.5","1122679154632.41","1002219052967.54","901934953364.711","1094499338702.72","1202463682633.85","1222807284485.31","1305604981271.91","1411333926201.24","1382764027113.82","1414804158515.26","1530750923148.7","1619423701169.63","", +"科威特","KWT","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","2097451694.2033","2391486978.43741","2441893027.16326","2663119574.34892","2769532343.88127","2873984878.18538","3880370401.57259","4451200972.9401","5408293998.65138","13004774556.6166","12024138275.8621","13131668946.6484","14135729588.2763","15500908760.4507","24746019536.903","28638550499.4451","25056672166.4275","21577977770.059","20869434305.3173","21697297872.3404","21442619680.8511","17903681693.0489","22365734481.5213","20692472759.8566","24312117767.1886","18427777777.7778","11008793176.2223","19858555214.7239","23941391390.7285","24848483838.3838","27191689008.0429","31493987641.9506","30354434553.2476","25941929461.9423","30121879434.954","37711864406.7797","34890772742.0933","38137545245.1464","47875838926.1745","59440108585.0017","80797945205.4795","101550654720.882","114641097818.438","147395833333.333","105899930507.297","115419050942.08","154027536231.884","174070025008.932","174161142454.161","162631412508.784","114567298105.683","109420059582.92","119551599076.822","141677814569.536","", +"拉丁美洲与加勒比海地区（不包括高收入）","LAC","GDP（现价美元）","NY.GDP.MKTP.CD","73151522198.0891","76524296012.9825","87601060226.1783","88011983877.5782","98265109426.5106","105186423121.432","115235605561.664","118357736873.132","127912586668.453","142670939455.295","155221663095.508","172342385221.745","194963588263.664","254726951414.244","339398044870.226","364895182445.348","404275059140.21","441276608105.165","500551812253.891","592896655155.104","709829063567.046","819333796367.37","767578184835.545","677040151067.87","682596196178.397","705501097566.392","709019114854.277","744562045205.951","842342053696.665","920288297286.948","1083284342722.61","1344489663933.72","1251872005361.98","1448798458495.5","1658474930973.07","1755356887700.61","1902761231696.13","2085058220877.64","2099481346655.74","1877181244922.34","2082504909038.6","2033378088396.85","1809035130826.94","1841474102574.35","2118651764804.28","2574876152177.99","3022671923224.93","3585702739430.15","4198034291231.18","3933625483328.37","4904606932154.93","5584687674430.54","5621553055485.71","5748382922892.87","5882790470977.05","4997012843036.87","4857776801085.38","5405037342852.1","5193396903833.44","", +"老挝","LAO","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","1757142805.71429","2366666615.55556","1776842041.05263","1087273103.69639","598961269.297879","714046821.093797","865559856.1639","1028087972.31085","1127806944.61513","1327748654.65969","1543606345.11684","1763536304.53964","1873671550.34636","1747011857.33107","1280177838.71905","1454430642.49183","1731198022.45494","1768619058.34647","1758176653.07746","2023324407.30316","2366398119.8821","2735558726.25625","3452882514.00166","4222962987.53859","5443915120.50795","5832915387.08908","7127792629.58294","8749241114.18913","10191350119.6808","11942230508.334","13268458231.9284","14390391264.2607","15805707154.2329","16853087485.4118","18130724396.3364","", +"黎巴嫩","LBN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","3313540067.93246","2717998687.71002","2838485353.96187","4690415092.53663","5843579160.90122","7941744492.1211","9599127049.9375","11718795528.4939","13690217333.2697","15751867489.4446","17247179005.5219","17391056369.2265","17260364842.4544","17649751243.7811","19152238805.9701","20082918739.6352","21145518599.8673","21489962079.602","22048664306.2023","24873482491.675","29227542759.602","35477299023.8806","38419626533.9967","40075674295.1907","44230727694.859","46866579767.8275","48296099502.4876","49973893200.6633","51239050082.9187","53393799668.325","56639155555.5556","", +"利比里亚","LBR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","874000000","906000000","927000000","748000000","897000000","949000000","1119000000","1373000000","1726000000","1768000000","1998000000","2398000000","2721000000","3067000000","3144000000","3177000000","3277826000","3285455000","3249000000","", +"利比亚","LBY","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","28901836158.1921","31995012468.8279","33881392045.4545","30657030223.3903","28607921928.8175","25544128198.9955","27884615384.6154","30698633109.1343","27249786142.0017","35976714100.9056","38270206950.41","34110064452.1567","20481889763.7795","26265625000","33122307692.3077","47334148578.4164","54961936662.6066","67516236337.7158","87140405361.2292","63028320702.0343","74773444900.5368","34699395523.6073","81873662518.8238","65502870173.7831","41142722414.3351","27842131479.8726","26221660067.6697","38115981878.5647","48319620013.078","", +"圣卢西亚","LCA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","92546835.9259259","107827737.407407","130475734.444444","154461345.185185","177541041.481481","193148724.074074","208178548.888889","229371734.074074","254459434.444444","304169848.148148","335887283.703704","384376809.62963","435493044.074074","518433324.814815","548819074.074074","602911074.074074","612538814.814815","638422518.518518","682370000","705672777.777778","721068259.259259","784752481.481482","824732888.888889","834327296.296296","798333814.814815","805069148.148148","883314333.333333","954317407.407407","1015934666.66667","1134567222.22222","1279428222.22222","1286720333.33333","1278745518.51852","1399203481.48148","1444269666.66667","1437879370.37037","1481132148.14815","1542406296.2963","1640925666.66667","1688244703.7037","1810139888.88889","1876189777.77778","", +"拉丁美洲与加勒比海地区","LCN","GDP（现价美元）","NY.GDP.MKTP.CD","81565903441.8461","86359716456.7515","98783719063.8261","99694830662.0759","111098331108.909","118439031787.985","129903917602.082","133326445950.314","143599791791.911","160810810704.896","175071035102.951","195615117884.728","219740143990.978","287801878039.306","374033795340.455","391671560201.435","435125044340.445","478237747719.787","542951074061.684","647306451890.903","779588642794.659","898983453972.667","838671751679.881","739244129762.939","746420837980.004","768852209952.423","774460413571.5","817561849917.264","921828566820.827","1006296671041.03","1178166874370.62","1449485344516.14","1369927204648.79","1575484838602.26","1800205595450.76","1919636489927.56","2077237385814.28","2277266787746.16","2297915055244.36","2073279888299.07","2286930519732.8","2237512350937.42","2007714754373.6","2051191419284.12","2363958082179.67","2858100756633.53","3350771445882.55","3947928508462.87","4588436486040.13","4312105501412.17","5347162175796.48","6080012753550.91","6143036728395.19","6294625532171.87","6416225701699.74","5517742948141.7","5387475015449.07","5970989904971.93","5787292630122.98","", +"最不发达国家：联合国分类","LDC","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","116205227874.893","117658054835.841","117174379003.154","110084215612.734","109713635759.849","122662608853.018","133399431086.12","145882171443.579","150758130848.53","154415994267.428","161029304757.449","162746500154.703","147637402595.856","147186781620.4","136821486972.932","156101446534.603","171697822071.563","181353235017.823","185696005804.861","187874888788.193","212740581387.257","202798576024.992","220225301041.279","249922407262.153","286985722255.404","337138215603.299","394769204228.457","472886038254.431","587171215385.522","585597465468.025","672657292013.901","772120609923.651","824528499166.106","892693870403.796","970016256292.325","960498455546.799","960780035516.06","1078897293216.62","1053134397080.74","", +"低收入国家","LIC","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","95928350185.1557","94031484552.0454","102220650299.739","106567387434.239","96647876654.0149","95897147248.2672","78500474578.129","89456161732.5843","101536982129.758","106964656831.445","114077455664.444","115649658526.065","137976985614.59","129270792656.607","137584168889.109","149520045347.202","171703760023.987","197010440926.034","221957643010.035","267104625629.813","327077551746.733","335063155444.682","368434174244.395","412389209537.131","445017519259.077","487071447752.522","524078350009.157","517632917094.299","494529621992.603","527887616045.976","573349332215.685","", +"列支敦士登","LIE","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","90098330.6654471","104888628.171944","124941925.010473","165930611.729019","193983720.461869","246387479.177159","272493879.020643","303496276.263782","436918176.733781","503180669.994587","534701915.617354","511658690.561043","522090331.478107","524034109.856605","502617355.407073","529078995.563876","779365167.602424","1052843347.63948","1161757671.01756","1120000916.92646","1421466239.56234","1484152022.3152","1631197909.259","1673104493.77369","1948118227.68151","2428461395.34884","2504033252.42718","2298410390.68421","2479721340.8746","2664026095.06058","2483953102.79488","2491822706.80256","2688630822.53304","3070691319.52179","3454362685.96703","3659251525.8593","4000239272.61126","4601299566.81106","5081432924.0144","4504549214.22663","5082366478.08994","5739977477.47748","5456009384.66461","6391735893.83968","6657170923.37918","6268391521.19701","6214633651.30911","","","", +"斯里兰卡","LKA","GDP（现价美元）","NY.GDP.MKTP.CD","1409873949.57983","1444327731.09244","1434156378.60082","1240672268.90756","1309747899.15966","1698319327.73109","1751470588.23529","1859465020.57613","1801344537.81513","1965546218.48739","2296470588.23529","2369308600.33727","2553936348.40871","2875625000","3574586466.16541","3791298145.50642","3591319857.31272","4104509582.86359","2733183856.50224","3364611432.24149","4024621899.57653","4415844155.84416","4768765016.81884","5167913302.16745","6043474842.76729","5978460972.01767","6405210563.88294","6682167119.56522","6978371581.26375","6987267683.77254","8032551173.24014","9000362581.58086","9703011635.86585","10338679635.7616","11717604208.8223","13029697560.9756","13897738375.2488","15091913883.7091","15794972847.1683","15656327859.5696","16330814179.9766","15749753804.8344","16536535647.0834","18881765437.2151","20662525941.2986","24405791044.7761","28279814924.5918","32350248410.8216","40713812309.7316","42066217871.5349","56725749221.9043","65292753005.4664","68434409315.1123","74317806538.3632","79356449840.5771","80604080688.5775","82401038709.5356","88019706803.834","88900770857.6351","", +"中低等收入国家","LMC","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","131335493407.561","118670680774.031","126565924014.637","135903213048.592","151116452237.176","167311602994.169","173898878154.42","185112009788.262","221060136723.951","281788678296.6","311827653615.389","336586493203.544","384755294862.033","432865120312.308","493442060468.725","611365115904.88","761963870792.07","757057533640.712","705041426259.727","681302387858.49","718717850493.039","743570548935.96","807684225672.165","840778264768.93","846748020558.246","908974611246.313","867268254228.808","904544970991.575","908014642097.752","990863433926.493","1111477008789.2","1217765346499.73","1255256030355.16","1131207498907.92","1231061418417.41","1292546803055.69","1309633849658.81","1413171315231.28","1621656196590.36","1861286928582.84","2158137424504.53","2592282288330.26","3177011935888.98","3560010071485.11","3645471589052.63","4462020711439.79","5039221584981.71","5287092922777.45","5521874030996.19","5826965731799.72","5784352356553.79","6023987416728.54","6521854050234.46","6707523521117.74","", +"中低收入国家","LMY","GDP（现价美元）","NY.GDP.MKTP.CD","330861763917.007","318600585908.543","332478388972.24","358206683082.729","398573115727.429","439177347422.647","454555401028.541","467027748421.452","493811978756.132","551749672398.952","605341531971.92","652857839995.716","729876482152.511","922866447285.917","1179248959010.05","1303845563848.53","1410432670088.27","1586002615204.9","1721658973151.87","2047766998111.09","2403224429427.52","2709604483143.75","2679922950041.67","2593290978013.69","2620861140781.18","2762222168518.1","2858571711510.93","2925187845940.12","3144641875188.83","3244526172303.44","3692019428716.97","3933174601745.85","3888149131757.78","4132550898204.69","4474005938161.69","5009057225265.1","5467384835339.59","5786039617083.45","5620111798444.23","5484762235282.19","5985797608183.47","6055868637597.53","6181101864046.22","6964185452030.11","8269354790875.17","9865145978853.6","11744315615001.4","14551708478638.6","17468072746625","17053403989459.8","20688552311327.8","24427619506405.7","26063059453595.2","27620223467883.4","28651848468302.9","27169208461257.4","27267128269201","29913593629968.4","31716818519203.7","", +"莱索托","LSO","GDP（现价美元）","NY.GDP.MKTP.CD","34579308.4138317","35699286.0142797","41859162.8167437","47039059.2188156","51938961.2207756","54878902.4219516","56698866.0226795","59260814.7837043","61444771.1045779","65966680.6663867","68738625.2274955","76482102.9082774","80915831.9240276","121181556.195965","150846210.448859","149560513.860717","147654093.836247","193307267.709292","266559337.626495","290142517.814727","431561376.476631","434188034.188034","348746822.619267","386699308.859169","333158476.24212","268626912.549917","318862888.402626","402774852.652259","470389179.678909","495404888.092424","596415104.549144","704329192.771521","831033941.093969","835592802.276831","878250450.602681","1001889856.91048","946123275.88212","997996028.645833","928458205.958432","912771290.61298","887295267.875155","825706961.238689","775780697.676625","1157832934.55127","1511236655.52047","1682350934.85132","1800105589.60349","1716262753.00196","1758534994.91599","1773199523.2307","2361613519.64159","2787951880.56906","2678475773.44702","2526009062.56797","2614566292.25907","2510312801.2603","2323419617.12079","2578265355.71255","2791762880.25884","", +"後期人口紅利","LTE","GDP（现价美元）","NY.GDP.MKTP.CD","183061047521.465","169041324580.202","177347386881.826","192213030198.235","212037969291.718","236501537215.115","262597831064.591","265273328167.961","270794236964.385","302616049105.328","343783661608.344","382780595435.184","439259650868.73","558084295384.574","657251583017.66","722260164109.831","788041705761.712","914764764334.384","953097415254.24","1138824821899.7","1290913123096.68","1368386571595.86","1400088265402.6","1293705033715.18","1362078206192.98","1456040195123.92","1548564126717.56","1632273522785.52","1798184307190.2","1905411020030.49","2033422680523.2","2238945787502.21","2089624400346.67","2167795415767.6","2469472874317.83","3017282605582.06","3326521557875.68","3482397750784.27","3352587930539.97","3097524613620.62","3402210697548.39","3516195968048.89","3724771018143.04","4245070685262.11","5104556621725.79","6162863040522.77","7437889799089.61","9371138694088.05","11650674845461","11259792367039.9","13503834443038.7","16461185830294.5","17608126962516.3","18982109187439.4","19662078775687.1","18417470784005.1","18418345279120.1","20361112227195.4","22170288242255.8","", +"立陶宛","LTU","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","7870782260.51698","8385109020.28485","10120274492.8787","11240360897.7126","10972878636.1675","11539211480.3625","12252498921.0186","14278357283.7419","18802576988.1557","22649930576.2543","26125575942.2814","30216060233.4044","39738180076.6283","47850551148.8365","37440673477.8982","37120517693.8622","43476873412.803","42848195256.2142","46417340374.5203","48516371720.8346","41516701871.248","42973365745.2891","47544459558.9514","53251369047.3762","", +"卢森堡","LUX","GDP（现价美元）","NY.GDP.MKTP.CD","703925705.942958","704145671.350213","741509480.796284","791140595.772755","903158753.943622","921600736.304026","968440149.470951","974721762.535327","1066447130.82052","1234878980.502","1509155062.52521","1572310771.77053","1968733021.7212","2701874663.63072","3295861019.05551","3233431611.27564","3544268025.07837","3922895891.95273","4884869091.84066","5711457760.04403","6232005655.95255","5231808670.14342","4764549532.05015","4683697830.37475","4594891580.56409","4738559684.76119","6921264132.20155","8614215559.15721","9750161053.209","10391504709.2547","13229247947.8513","14321878795.0384","16065740777.9172","16486900186.5672","18325791415.4811","21588170498.0843","21776609771.987","19731912494.3617","20209122027.1171","22235929043.2559","21263514833.2412","21272418791.9463","23616328816.1114","29557325056.4334","34685281847.5292","37347394602.6614","42414308116.9239","50888134410.0739","55849686538.7432","51370543206.4462","53212476812.2957","60004630234.4135","56677961787.0717","61739352212.3049","66103853236.7572","57204400105.015","58961235412.2227","62316359824.1281","69487922619.3401","", +"拉脱维亚","LVA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","5788368511.12379","5970044665.64574","6525676264.21486","7174985106.63648","7533187605.09248","7937758980.30127","8350252966.19655","9546441564.34743","11748433157.0533","14373269155.7174","16922504044.804","21447021570.1028","30901399261.387","35596016664.2304","26169854045.0375","23757368290.0955","28223552824.7508","28119996053.2511","30254677296.9181","31335013751.5424","26972863393.6384","27695474684.447","30463302413.7289","34849078085.6672","", +"中国澳门特别行政区","MAC","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","1130457130.00739","1121486562.52512","1292281653.68246","1348827324.09861","1517496131.38322","1941246972.45874","2269233639.28065","2683254708.17411","3220920084.77746","3735117374.41125","4879018601.90911","5625533410.31176","6265844252.10105","6996034036.99892","7122539666.59972","7211264780.00828","6742367273.27418","6490571703.85015","6720492405.83611","6811227982.82193","7322677820.10108","8195033162.12038","10585624890.9277","12092222041.9168","14789661809.1834","18340447242.9971","20917444919.6394","21475520709.3922","28123640998.7253","36709860068.3445","43031577366.4251","51552075901.5183","55347998647.8196","45361678146.5247","45322259884.1791","50559431846.4989","54545184267.5751","", +"圣马丁（法属）","MAF","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","", +"摩洛哥","MAR","GDP（现价美元）","NY.GDP.MKTP.CD","2037150716.33238","2025689536.60705","2379606422.29029","2657247327.3392","2798339768.79755","2948325264.30195","2876395613.08171","3046339294.53611","3271415867.99723","3651615453.01848","3956328426.04486","4356633663.36634","5074117544.77482","6242177798.33938","7675408485.51421","8984824182.60333","9584323309.12136","11049896742.3889","13236854105.1672","15912133569.2852","21728770055.3777","17788171722.4446","17692341358.1272","16251460689.3254","14824728528.4604","14991283215.7408","19462175321.8224","21765261041.7265","25705296183.5037","26314220188.0257","30180108561.9305","32285388165.2999","33711069430.78","31655473663.8348","35604137422.5796","39030285468.3841","43161452678.4383","39147844526.0838","41806219378.6181","41632027599.8531","38857251336.3448","39459581217.3759","42236836820.6152","52064058833.9739","59626020162.3816","62343022650.8742","68640825480.9223","79041294874.4553","92507257783.5697","92897320375.8176","93216746661.5977","101370474295.109","98266306615.3632","106825649872.108","110081248587.369","101179808076.36","103345296966.607","109708728848.535","118495328198.08","", +"摩纳哥","MCO","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","293073868.023221","327651487.962757","402460333.237637","523552815.119127","563939670.704419","711922994.225545","735339911.935065","811250927.388998","1000535735.38751","1209898293.46372","1378130995.65913","1205166025.51592","1143229071.77943","1092551781.01486","1037314956.25083","1082851076.52158","1515209588.2378","1839095595.25655","2000674667.08261","2010116851.20284","2481316053.85316","2480497538.54794","2737067001.75938","2574440022.97964","2720297793.28662","3130270895.13587","3137848801.03606","2840182220.99117","2934578821.10938","2906009307.6651","2647883815.57966","2671424966.44295","2905840862.03651","3589126975.1693","4110169853.48895","4203084193.50827","4582988332.70606","5867916780.72817","6476490405.74191","5451653237.01028","5362649006.62252","6080344731.72088","5743029680.07195","6553372278.27934","7060236168.2367","6258178995.23123","6468252212.38938","6400946585.53076","","", +"摩尔多瓦","MDA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","1752979926.41489","1695122173.91304","1930081168.83117","1698717504.65549","1170782957.37443","1288429391.79951","1480673594.05602","1661818168.4226","1980901553.51226","2598231467.43671","2988338439.31553","3408272498.11516","4401154128.12297","6054806100.8468","5439422031.39627","6974960345.3712","8414360656.29632","8709165249.26928","9496684701.43325","9510219299.49557","7745231660.33425","8071480540.86068","9669759987.02633","11309082555.1568","", +"马达加斯加","MDG","GDP（现价美元）","NY.GDP.MKTP.CD","673081724.076322","699161943.857103","739286906.851553","759345862.971331","802482182.924192","833563472.162352","900264583.688205","956436931.142347","1031669636.36116","1056391054.5386","1111859569.7715","1199507629.99179","1341590681.58511","1653062347.36254","1917508190.04689","2283049233.28758","2181844193.9254","2358930406.42896","2669755115.50569","3463565881.42486","4042139901.36698","3594868208.41885","3526198070.09621","3511573991.89742","2939485471.50097","2857889712.4808","3258288890.58567","2565634382.28689","2442507588.38496","2498059014.77295","3081479800.28769","2653141958.52585","3024459564.32157","3370842210.90955","2977040722.47057","3159901231.97468","3995028592.78722","3545776697.12109","3738704467.51878","3717515282.53319","3877673539.09084","4529575347.56805","4397254607.61164","5474030080.24451","4363934494.37405","5039293030.82367","5515884348.54904","7342923489.09616","9413002920.97008","8550363974.79243","8729936135.74487","9892702357.56691","9919780071.28764","10601690871.7611","10673516672.6664","9744243531.20119","9958655044.98547","11465850504.0067","12100459087.2532","", +"马尔代夫","MDV","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","42463576.1589404","44781456.9536424","47935843.7935844","57829787.2340425","109503546.099291","127154929.577465","141902097.902098","141268980.477223","168610478.359909","189535398.230089","215089005.235602","244468292.682927","284853358.561968","322326642.335766","355884383.08887","398988954.970263","450382327.952421","508223602.37893","540096397.621071","589239753.610875","624337145.284622","870179738.562091","897031250","1052121054.6875","1226829562.5","1163362437.5","1575200390.625","1868383460.9375","2271646187.5","2345294875","2588176054.6875","2774351760.03287","2886170571.69634","3295011381.75405","3697351596.83753","4109424799.72407","4414055724.73387","4865546025.86599","5272288442.84566","", +"中东与北非地区","MEA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","32442600991.2546","36096691228.0146","41515837165.5785","47873000169.229","58546679180.8722","78672070731.1584","142778756162.062","155891439603.545","193617322983.28","224453533285.254","238456857098.574","311571986065.14","401373052870.681","414879769427.901","415696836243.358","422819099218.397","428820268874.783","435916738779.892","446708185515.019","410970895760.933","408409905957.318","420664060516.896","550672700031.725","554619640067.1","603659416995.199","607894528644.182","633727283356.403","708644708098.498","802281807818.04","832628504235.547","809324954316.084","866753216731.758","966940531199.356","970588701268.544","966794595638.065","1089041747053.17","1271305394517.72","1530292026599.53","1791193599349.88","2123656501279.28","2648080083193.21","2368422381889.97","2768122882414.01","3282325618009.2","3575615120555.34","3553668416591.58","3569443658321.09","3146224148913.01","3149687655679.88","3275008659269.25","3616868655711.47","", +"墨西哥","MEX","GDP（现价美元）","NY.GDP.MKTP.CD","13040000000","14160000000","15200000000","16960000000","20080000000","21840000000","24320000000","26560000000","29360000000","32480000000","35520000000","39200000000","45200000000","55280000000","72000000000","88000000000","89025974025.974","81814159292.0354","102500000000","134561403508.772","205139086956.522","263959336734.694","184609157801.418","156159198584.513","184261495828.367","195219789801.479","134550096436.744","147540738281.817","181611549975.804","221400669713.589","261253582805.945","313142768453.485","363157598242.27","500736065605.341","527813238126.278","360073909243.855","410975595310.156","500413483109.175","526502129378.284","600232874042.927","707906744574.644","756706300589.791","772106378935.377","729336319677.449","782240601984.76","877476221382.101","975387131716.089","1052696282278.88","1109989063586.62","900045350649.351","1057801295584.05","1180489601957.61","1201089987015.45","1274443084716.57","1314563967425.24","1170564619927.69","1077827944342.35","1158071006809.62","1223808885585.61","", +"马绍尔群岛","MHL","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","31020000","34918000","41749000","45144000","43879000","55989000","62983000","70688000","72798000","78476000","82507000","91063000","99461000","108071000","120230000","110858000","106289100","108702100","107978900","110937700","115152100","124735100","126887600","131334600","137928600","143930000","150776500","152788700","152617500","164969100","173260300","185210500","190800800","183121300","179697900","194497900","204173400","211523642.4","", +"中等收入国家","MIC","GDP（现价美元）","NY.GDP.MKTP.CD","317434679694.265","305111694120.042","317333320911.383","339039915383.481","383077631799.901","420517323623.855","434245020914.411","447370189331.042","473295531297.955","528344221236.662","581160723922.042","626097917171.541","700426101073.436","887925234088.844","1135871448001.19","1253090775556.24","1358034875389.35","1526633656217.97","1652402068255.56","1972368285746.56","2320625683862.77","2626469149035.27","2593131975167.59","2508531806038.68","2539725193515.95","2678974052361.6","2771973669524.19","2839731074699.62","3054109420325.31","3154900003840.91","3593688255495.2","3830471360725.12","3794278074843.37","4038821348046.35","4394572755570.58","4918761146045.64","5365451657119.31","5678590168051.66","5506923851825.85","5370557888509.31","5850969824571.16","5928451639004.1","6046137906748.45","6817070544145.08","8099925700388.2","9670037951607.02","11523319075100.8","14284974962693.2","17143082605884","16723644566816.7","20318662085996.7","24008818074933.2","25612272804253.6","27130342973122.7","28128746365814.5","26656489801955.1","26772713479946.2","29382915152266.2","31143015141249.8","", +"北马其顿","MKD","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","4699646643.10954","4938775510.20408","2436849341.97604","2682456896.55172","3556581986.14319","4680078740.15748","4651453634.08521","3928975903.61446","3756208791.20879","3863743409.49033","3772851420.24763","3709637829.94866","4018365247.44444","4946292774.79046","5682719260.0763","6258600713.82627","6861222331.96317","8336478142.08872","9909548410.82744","9401731495.71661","9407168702.4313","10494632699.3859","9745251126.0109","10817712138.9451","11362272837.8818","10064515432.0265","10672471860.7184","11279509013.9119","12672131053.1578","", +"马里","MLI","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","275494520.141999","343771964.662167","339913833.096246","359772363.262207","430096738.369216","486617332.387405","563683660.31194","538747268.333356","830710615.179954","939227993.66396","1049838492.55759","1222702356.10946","1595423285.64659","1759690811.60699","1538972158.1782","1333754034.23489","1297765448.50498","1232932008.13719","1392195933.33971","1852163474.54664","2090629722.63611","2169040741.55896","2181821902.43953","2681912030.49384","2724131545.16958","2830673388.82429","2818280876.07615","2081846482.74771","2706425298.36818","2780422212.26995","2697105694.07956","2920358586.75234","3439463140.35541","2954129565.82965","3465305993.47783","3889758023.73699","4703504466.53245","5444474268.42491","6245031690.06808","6899799785.8441","8145694631.88354","9750822511.47988","10181021770.4326","10678749467.4697","12978107560.5982","12442747897.2223","13246412031.4145","14345828992.0411","13099495529.7113","14010787737.8424","15339614406.6617","17196688919.9878","", +"马耳他","MLT","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","250721821.553678","264579879.784878","295118249.324932","345602025.375393","376094108.475331","474620439.58496","527936988.791275","625573345.532174","793675169.878579","1001300838.32335","1250242107.87969","1243469360.56838","1234518125","1165771369.00625","1101828568.76804","1117835285.50512","1435079200.34957","1751247763.41948","2019474244.19359","2118574772.11136","2547163582.33149","2750041434.26295","3021910216.71827","2709178326.78271","2998570146.54095","3439931906.61479","3570271557.88471","3705372038.70537","3923637971.04652","4127313818.33836","4306192435.82207","4331870647.71535","4689832689.83269","5456583589.39342","6062780269.0583","6394851386.64345","6757119558.3992","7880509170.54476","8977149553.24447","8528202278.41067","8741059602.64901","9500669014.63601","9211948090.70898","10151192765.7466","11281702719.8057","10701866983.4752","11442612408.8179","12748803180.3035","14542039605.2294","", +"缅甸","MMR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","8905066163.58643","6477790688.22844","6777632512.0781","10467109977.6717","10567354056.4049","11986972418.5103","14502553709.8303","20182477480.5512","31862554101.9378","36906181380.8127","49540813342.4834","59977326085.9908","59937797559.3295","60269734044.526","65446199787.8425","59687410896.5734","63256184700.2223","66719084835.9898","71214803377.8188","", +"中东与北非地区（不包括高收入）","MNA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","291977926203.775","298974603955.215","340938000365.744","395341663020.909","406061591751.03","412145759200.357","435878889858.878","451673606823.492","467359849131.346","453675740618.617","511776433348.428","593117335732.066","698623941564.983","811618643772.431","1003135831263.3","1235624165211.14","1196064624693.21","1383648960546.26","1568618556169.38","1728670837464.96","1624179970871.02","1598440150830.85","1441623404793.42","1453306730365.21","1437537340501.73","","", +"黑山","MNE","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","984297589.359934","1159869245.92513","1284685050.52413","1707710053.14938","2073234417.68066","2257174480.78597","2721903148.91482","3680710375.03422","4545674527.61096","4159328980.2723","4139192052.98013","4538199888.79622","4087725812.66864","4464261816.25066","4587928884.17142","4052913385.82677","4374128318.58407","4844592066.71174","5452173040.60434","", +"蒙古","MNG","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","2310099100","2552401933.33333","2725736633.33333","2098734600","2186505475","2896178866.66667","3020611600","3204461566.66667","3576966800","2560785660","2379018326.31579","1317611863.84977","768401634.154573","925817092.217484","1452165005.2384","1345719472.35883","1180934202.83801","1124440248.9783","1057408588.68269","1136896123.61298","1267997934.3125","1396555719.97409","1595297355.78349","1992066808.09598","2523471532.01083","3414055566.1138","4234999823.30839","5623216448.86851","4583850367.88972","7189481824.07288","10409797649.3063","12292770631.1967","12582122604.1921","12226514722.0861","11749620619.5962","11186734674.3847","11433635875.9316","13009574620.6012","", +"北马里亚纳群岛","MNP","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","1284000000","1239000000","1210000000","1061000000","990000000","938000000","939000000","795000000","799000000","733000000","751000000","782000000","845000000","931000000","1250000000","1593000000","","", +"莫桑比克","MOZ","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","3526287037.03704","3537099150.14164","3612171957.67196","3236430348.25871","3376172169.81132","4456240740.74074","5247193069.30693","2354117303.06158","2093571673.65612","2314159887.23319","2512079324.07706","3263761937.95748","2291175764.66004","2394823061.93212","2460670287.73707","2521738759.58885","3523842274.89662","4227273069.05991","4873242526.06404","5302532113.25156","5016469068.50898","4766928746.6914","5031510908.86055","5597367853.40358","6831808930.39816","7723846194.87446","8312078525.08582","9366742309.49331","11494837053.4061","10911698204.4676","10154238250.1818","13131168011.807","15265269710.6404","16018848993.9909","16961117243.491","14798413628.4625","10896894351.3881","12651912500.4128","14457964380.8548","", +"毛里塔尼亚","MRT","GDP（现价美元）","NY.GDP.MKTP.CD","92609243.6889684","107726205.64352","111148610.793216","113797382.615723","151897202.546491","172767212.410801","180340652.907946","191221776.831632","210695182.692288","199643447.641197","209348256.001325","227051055.184993","265009396.653643","333731886.122433","414772366.009093","475916497.69628","524407949.855849","540635401.242895","544424587.056593","644070390.586697","709041462.208777","747994670.344005","750214401.613315","788371840.318764","726937308.885277","683193876.889148","802890746.890756","909820596.846435","957377548.471449","981529430.10921","1019600785.27212","1443688869.96039","1464392416.14671","1249944999.42056","1315932644.95246","1415296704.11812","1442598431.0096","1401946853.20672","1375115534.0733","1405662878.85296","1293654175.2102","1295539448.36484","1324426606.62378","1563074859.52173","1833444740.37736","2184445123.17519","3040716679.07669","3356757064.45846","4031048268.43289","3662282133.18962","4337794151.37698","5166346516.40948","5231255478.38986","5639818811.90095","5372783879.75886","4832547925.29075","4727937032.27564","4975432190.51025","5365868725.27374","", +"毛里求斯","MUS","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","704033525.405972","823634464.910024","1015365145.29554","1211141231.11555","1131788191.50736","1142393554.52358","1078408829.616","1090276947.25872","1040557089.33864","1076121094.38239","1462900255.4506","1880852914.22714","2134517067.65295","2181930254.82301","2653480001.34558","2856890680.60285","3224267547.80508","3263368410.01813","3558137040.37772","4040345933.29231","4421943910.49749","4187367601.73431","4169664285.38681","4343710332.8144","4663313618.18946","4613630624.20504","4841310238.77849","5816553825.08191","6578844486.90016","6488750453.74791","7028803365.70151","8150138757.15741","9990370016.30771","9128843109.15588","10003670690.3497","11518393367.2403","11668685524.1265","12129642296.4425","12803445933.5894","11692287066.381","12232463655.5727","13259351418.4459","14220348672.7333","", +"马拉维","MWI","GDP（现价美元）","NY.GDP.MKTP.CD","162956740.865183","174576508.469831","183116337.673247","190816183.676326","194736105.277894","229455410.891782","260394792.104158","269814968.240817","245169806.792272","265810632.425297","290531621.264851","365386929.835119","406062874.251497","444281703.893568","548621017.593913","613220652.928919","670317634.173056","806290840.624654","949034016.830627","1058269065.98115","1237655461.1501","1237685691.94683","1180104216.01137","1223186840.31324","1208008985.42522","1131347798.26653","1183654827.79002","1183094127.76746","1379924257.21313","1590215582.53307","1880771556.30474","2203545856.66893","1799517081.56412","2070636935.58644","1181802596.03498","1397457932.30697","2281034131.36493","2663234933.89767","1750584265.28754","1775921718.10534","1743506531.32652","1716502862.2954","3495748397.63025","3208837077.25069","3476094498.87517","3655909664.1423","3998020176.67364","4432937045.79897","5321012192.33619","6191127665.1963","6959655570.89098","8004000737.30717","6028487928.83351","5518880768.57955","6047813437.31804","6373212640.84604","5433040159.88747","6303292264.18905","7064971176.34408","", +"马来西亚","MYS","GDP（现价美元）","NY.GDP.MKTP.CD","1916241996.60264","1901868548.28172","2001502678.6881","2510126747.68065","2674441395.53116","2956356984.18921","3143538481.64119","3188945511.56409","3330393309.81315","3664575983.27453","3864170913.36731","4244340333.51899","5043268548.73032","7662996766.66803","9496074114.07918","9298800799.46702","11050125904.9418","13139397879.1695","16358376511.2263","21213672089.1976","24488033442.0506","25004557093.8761","26804401815.5348","30346788437.5135","33943505717.6993","31200161095.4491","27734562640.4277","32181695507.2234","35271880250.4964","38848567631.4235","44024178343.0071","49142784405.0044","59167157497.9385","66894448545.1226","74477975918.3051","88704944178.6284","100854996422.609","100005323301.867","72167753770.8928","79148947368.4211","93789736842.1053","92783947368.4211","100845263157.895","110202368421.053","124749736842.105","143534102611.497","162690965596.205","193547824063.3","230813597937.526","202257586267.556","255016609232.871","297951960784.314","314443149443.149","323277158906.979","338061963396.376","296636282166.176","296753497922.573","314707268049.991","354348422831.193","", +"北美","NAC","GDP（现价美元）","NY.GDP.MKTP.CD","583464887370.094","604945237601.491","648062241978.721","684409517702.8","736034209690.038","799156583591.849","877149346286.871","928520035935.36","1015569560567.08","1100414094243.72","1161385395224.42","1264333061477.52","1392428220992.02","1556967359214.08","1705964297648.26","1859083029787.65","2080373864401.62","2293885156934.65","2570707667449.81","2870923302185.42","3131774126345.01","3513995963656.99","3658081025119.14","3975475111781.89","4393971258071.62","4704774999482.75","4958242427343.98","5287828242049.45","5745207451214.25","6208137243275.24","6558665950908.47","6770092083611.19","7114394589284.92","7437550121892.44","7867242439501.61","8245811373385.4","8704363777972.13","9233311210265.78","9697762238406.81","10310072635807.7","10998121151318.6","11321881659892.6","11698306960646.5","12354812816817.7","13241410621714.1","14210866344864.7","15135440910461.2","15922730888205.8","16268085220997.2","15825892407986.4","16611339953589.4","17337272540202.8","18026511572523.6","18632441320853.1","19329008738304.3","19778113935832.2","20239948343915.9","21138584471481.7","22213254904898.5","", +"纳米比亚","NAM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","2422096074.58458","2246757386.46297","2116069373.76879","2293990996.47113","1947967886.46389","1605911706.00638","1806223061.29464","2296378834.86149","2491412335.78392","2531519951.42295","2785764518.01845","2992650454.49607","3424733520.33661","3218475900.48046","3636645995.26867","3942478205.72909","3945340776.40546","4102648719.61806","3826527630.55551","3818954447.99083","3833993702.98856","3476452446.22032","3275669889.09655","4811994024.87871","6480441754.26103","7121391945.65439","7835043624.01241","8740865600.24981","8486721916.9128","8876191120.76189","11282192605.0374","12409629835.6998","13016272898.9038","12717790504.5002","12786078008.2376","11650656642.2655","11286139080.0065","13566192142.5835","14521711630.1744","", +"新喀里多尼亚","NCL","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","159594493.548808","164206537.561675","180036768.87301","215507164.034258","263108834.536684","358815681.903215","413634335.270097","505892512.861927","542294864.81243","637400199.110489","816647865.83143","798310509.647434","837616756.533737","846007597.720396","1047225130.24333","1182457142.60648","972563810.230325","904619629.797268","823832940.450511","796018978.4713","854823821.723177","1201262517.87644","1488113532.28584","2072735787.31779","2185072798.33184","2529310103.83608","2653781596.46008","2923764926.39718","3070161471.04451","3038727617.03901","3628440274.67","3606968433.92682","3291489840.57141","3158806480.26107","3056999988.09146","2682347064.3642","","","","","","","","","","","","","","","","","","","", +"尼日尔","NER","GDP（现价美元）","NY.GDP.MKTP.CD","449526872.565561","485785234.940376","531736492.909178","586294761.493516","582816358.347155","673383604.238783","702296184.361344","665586975.088302","641214210.668969","625867922.677513","649916708.242419","693573595.320975","742779740.393513","946385033.011918","1026136974.47536","1048690933.21027","1064517574.56042","1291457973.12517","1774365275.18226","2109278101.9887","2508524186.43352","2170893038.90053","2017611927.4037","1803099731.54257","1461243212.42814","1440581533.7564","1904097020.29333","2233005822.58534","2280356338.22867","2179567107.50159","2480673194.99252","2327986215.86356","2344987614.27441","1606581743.78497","1563207224.65066","1880803361.68562","1987770898.54334","1845599608.44272","2076737356.67897","2018193703.06047","1798374468.36362","1945327564.65042","2170481508.86916","2731416346.48158","3052898739.4678","3405134831.8505","3646728060.06463","4291363390.91295","5379299887.69673","5373097440.5653","5718664504.91341","6409184724.22579","6942258305.19085","7667952566.39139","8229731383.75656","7217667780.59665","7528285443.60769","8119710126.32655","9239513529.65905","", +"尼日利亚","NGA","GDP（现价美元）","NY.GDP.MKTP.CD","4196092258.15484","4467200335.99328","4909302953.94092","5165489010.2198","5552822483.55033","5874422511.54977","6366792664.14672","5203135937.28125","5200895982.08036","6634187316.25367","12545849083.0183","9181769911.50443","12274416017.7976","15162871287.1287","24846641318.1242","27778934624.6973","36308883248.731","36035407725.3219","36527862208.7133","47259911894.2731","64201788122.6054","164475209515.19","142769363313.375","97094911790.6948","73484359521.0997","73745821156.2995","54805852581.1516","52676041930.5791","49648470439.7963","44003061108.3357","54035795388.0915","49118433047.5318","47794925814.7558","27752204320.0883","33833042987.7582","44062465800.1706","51075815092.5","54457835193.4927","54604050168.1818","59372613485.6576","69448756932.5833","74030364472.0506","95385819320.5737","104911947834.122","136385979322.437","176134087150.341","236103982431.635","275625684968.615","337035512676.935","291880204327.419","363359886203.409","410334579160.752","459376049763.999","514966287334.277","568498937615.656","494583180777.103","404649527537.753","375745486520.656","397269616080.908","", +"尼加拉瓜","NIC","GDP（现价美元）","NY.GDP.MKTP.CD","223854666.666667","240524723.428571","265291588.666667","292916241.142857","341973758.857143","566542872.357143","606671444","657171436.714286","695899980.428571","747971449.571429","776585681.071429","826571413.428571","880842890.071429","1093571441.5","1520900045.14286","1590428522.64286","1847871371.71429","2239857060.57143","2142128603.78571","1527852635.63158","2189347367.52632","2448290109.65","2465165179.69565","2743341724.08333","3105517091.41379","2683816288.7907","2885710608.8808","3851213727.67857","2630904261.83247","1013184745.70715","1009455483.87097","1488804123.71134","1792800000","1756454248.36601","3863185119.04762","4140470000","4308351902.78601","4389965590.96538","4635267224.84195","4855717874.68247","5107329007.0922","5323146565.70315","5224213017.54386","5322454925.84746","5795568204.64532","6321335612.22233","6763671610.70006","7423377429.05927","8496965842.2767","8298695144.91507","8758622328.66962","9774316692.15985","10532001129.67","10982972256.3787","11880438824.4494","12756717322.7625","13286093197.4791","13843586679.5401","13117859221.6626","", +"荷兰","NLD","GDP（现价美元）","NY.GDP.MKTP.CD","12276734172.0828","13493833739.9949","14647057370.1418","15891241386.291","18699380731.3465","21000586933.2041","22867203317.4022","25087562181.3218","27817605743.2503","31503868835.1853","38164716868.57","44579122681.7043","54706557264.4878","71840910058.332","87243413476.5145","100249523178.808","109168720703.451","127016990571.967","155859695762.884","179669405141.162","195152092662.381","164134217080.279","158479528266.072","153445466064.397","143912664079.67","143845822916.667","200862095880.554","245046310922.541","261910508306.389","258336705601.164","318330511920.61","327500328264.969","362962871804.511","353550170028.477","379130260200.993","452301674444.139","450490196078.431","416812740004.518","438008220395.468","446898572341.786","416442786069.652","431213422818.792","471613965744.401","578792325056.433","657171591755.649","685092650167.89","733340860619.747","847481522036.682","947997656364.435","868077243678.8","846554894931.084","904085980796.018","838971306990.906","876923518850.405","890981311077.658","765264949780.999","783528181704.567","831809944960.879","913658465709.125","", +"挪威","NOR","GDP（现价美元）","NY.GDP.MKTP.CD","5163271598.15702","5632460936.54576","6066976682.67364","6510239502.76489","7159202706.48027","8058681060.159","8696460205.3397","9514496703.39762","10159934136.7838","11063065083.4888","12814123115.2613","14583114840.0629","17358610849.701","22534253702.8686","27145693810.1341","32877805200.023","35942270686.3374","41508030431.1074","46523091009.6713","53132244623.9213","64439382896.0156","63596654760.8677","62647195537.6511","61627240831.0948","62057955032.7758","65416879914.3907","78693253275.995","94230055658.6271","101900260856.222","102633789557.535","119791683307.507","121872464483.487","130838040067.584","120579072750.596","127131461119.927","152027402449.804","163517783497.163","161354369892.838","154165219811.533","162286003692.686","171315639982.731","174003247439.305","195418347152.985","228752436371.854","264357494659.388","308722079937.912","345424664369.357","401082621082.621","462554432624.114","386622457579.95","429130952709.224","498831558925.86","510229136226.902","523502127659.574","499338534779.159","386663139402.707","371344761904.762","399488897844.046","434750937596.065","", +"尼泊尔","NPL","GDP（现价美元）","NY.GDP.MKTP.CD","508334413.965087","531959561.62226","574091101.194382","496947904.443033","496098775.308642","735267082.294264","906811943.824649","841974025.462659","772228643.405428","788641965.432099","865975308.641975","882765471.604938","1024098804.93827","972101724.995368","1217953546.97604","1575789254.46938","1452792989.10865","1382400000","1604162497.45945","1851250008.33333","1945916583.33333","2275583316.66667","2395429852.43076","2447174803.37791","2581207387.79709","2619913955.51556","2850784523.37711","2957255379.54315","3487009748.35638","3525228153.17361","3627562402.66027","3921476084.89072","3401211581.29176","3660041666.66667","4066775510.20408","4401104417.67068","4521580381.47139","4918691916.53516","4856255044.39064","5033642384.10596","5494252207.90502","6007055042.17687","6050875806.66403","6330473096.54071","7273938314.71988","8130258041.46706","9043715355.8881","10325618017.379","12545438605.3959","12854985464.0764","16002656434.4746","18913574370.76","18851513891.066","19271168018.482","20002968837.9471","21410840908.5198","21185922407.5922","24880266905.4961","28812491891.5812","", +"瑙魯","NRU","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","20439559.5768483","39292928.3120602","44294351.7637203","49234059.7187225","72682692.5373284","103837431.883349","108631468.258281","117013202.314436","99964019.3044941","102055047.945899","113880715.219337","114718022.803078","", +"新西兰","NZL","GDP（现价美元）","NY.GDP.MKTP.CD","5485854791.97096","5670064168.21773","6077496267.76294","6638937283.13963","7274144350.81809","5654463586.00366","5863733230.97616","5961418093.53003","5180597620.64135","5761588761.69421","6623527494.68025","7911136757.06867","9567331064.65727","12802281897.8712","13940981798.1247","12861983284.3912","13604832424.0062","15446825318.4556","18530518394.6488","20731243113.2926","23244547384.6748","24417617184.2478","24164603058.9949","24309279705.5731","21665975318.8842","24679795396.4194","30604668356.5695","40376354069.9474","45176811594.2029","43920222524.7085","45495129385.0475","42745329732.163","41649829859.6342","46775620817.4327","55314732279.1379","63918703506.9075","70140835299.0148","66075143415.4952","56227169851.0448","58762260625.8758","52623281956.7031","53872425916.6248","66627729311.4495","88250885550.2626","103905210084.034","114720129550.095","111608845081.383","137316087308.003","133280382371.547","121338622025.111","146583831538.331","168461998741.295","176193696737.934","190784384693.441","200834001603.85","177208110322.704","187854022728.459","202590814084.991","205024937871.546","", +"经合组织成员","OED","GDP（现价美元）","NY.GDP.MKTP.CD","1069427880752.02","1126839010499.93","1216973042739.4","1311664727009.95","1433476691507.09","1556389426453.06","1708912664025.33","1833947335062.74","1988167280711.75","2182230508417.89","2390274988213.95","2646744682288.72","3071558284888.25","3711697441382.33","4161749448519.77","4662278858413.5","5053549648640.66","5698983810764.04","6842899432939.24","7904978825856.09","8782840736968.87","8942922750261.22","8808514906820.45","9100436898653.88","9516462336914.54","10025257744415.1","12149400886409.7","14075041565123.1","15870974355746.5","16607300618125.5","18705580968279.9","19797328543828","21287546487245.2","21576617415930.5","23058015353876.4","25423143053262.9","25639422150893","25252179372496.6","25524634678823.5","26814233824692.6","27378719334198.8","27126858587551.6","28309435380856.1","31694985265732.7","35270402129702.3","37291094821492.5","39335280495120.8","43028311215834.9","45581707001828.5","42671754095125.5","44700096722941.7","48031435437318.6","47962929698263.7","48593346647001","49618767827806.7","46870246743538.3","47772857937119.3","49789810565551.4","52610141097058.8","", +"阿曼","OMN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","63287594.5113414","67768132.1758611","107152720.243027","188864890.808735","239980801.535877","256299496.040317","301010587.102984","366857738.40542","483033932.135729","1645917776.49103","2096699189.34569","2560220034.74233","2741169947.88651","2740301389.69311","3733352634.62652","5981760277.93862","7259120150.55009","7554719455.70353","7932541690.79328","8821366531.55762","10005500579.0388","7323822251.3089","7811183094.92848","8386215864.75943","9372171651.49545","11685045513.6541","11341482444.7334","12452275682.7048","12493107932.3797","12918855656.697","13802600780.2341","15277763328.9987","15837451235.3706","14085373211.9636","15710148244.4733","19507412223.6671","19452015604.6814","20142782834.8505","21633810143.0429","24763589076.723","31081924577.3732","37215864759.4278","42085305591.6775","60905331599.4798","48388296488.9467","58642392717.8153","67937581274.3823","76689206762.0286","78784395318.5956","81076723016.9051","68921456436.9311","65941482444.7334","70783875162.5488","79294928478.5436","", +"其他小国","OSS","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","13448724803.3337","16718618389.324","18827038378.8796","20771062906.7999","26970746602.0936","37449391535.8374","37645324254.9936","35607617516.2319","33637955365.3178","33880560424.7039","32200235417.0364","32608261738.0412","38699987930.1119","43479574946.705","45524305866.5554","54481432295.1563","56098085370.2028","61192679005.9079","58240263875.3028","60929263443.1957","69944398746.029","73829456337.7342","76814690540.5774","75258435008.9784","81052625704.3737","91704697250.0213","91200109843.8064","98342776279.2298","122173919458.27","151744186175.326","184488151232.664","217280991980.805","265766091909.266","325928847475.944","279233167459.969","324670072425.156","401018687776.504","421060997555.622","436532474270.557","449039404763.457","371473048748.633","366455822163.981","404664548115.563","451603892664.321","", +"巴基斯坦","PAK","GDP（现价美元）","NY.GDP.MKTP.CD","3707055900.88198","4054599181.01638","4233095590.0882","4540529105.41789","5130407727.84544","5884712095.75809","6466610751.78496","7403821902.56195","8090088555.2289","8632927257.45485","10027088849.223","10602058189.8362","9309109764.07784","6324884129.38617","8773030424.24242","11340000242.4242","13338484979.798","15126059646.4646","17820100626.2626","19707979303.0303","23689696767.6768","28100605515.1515","30725972786.7299","28691890433.0709","31151824658.6524","31144920554.0897","31899071053.9368","33351528115.351","38472741737.3968","40171019643.3511","40010424928.715","45451960731.7204","48635176852.7673","51478304859.5879","51894781281.8919","60636022422.6176","63320122807.1223","62433300338.0941","62191955814.3478","62973855718.8874","73952374969.7995","72309738921.3329","72306820396.2325","83244801092.7096","97977766197.6724","109502102510.883","137264061106.043","152385716311.916","170077814106.305","168152775283.032","177406854514.885","213587413183.996","224383620829.57","231218567178.979","244360888750.807","270556126820.064","278654637737.69","304951818494.066","312570060548.453","", +"巴拿马","PAN","GDP（现价美元）","NY.GDP.MKTP.CD","537147100","599026300","652120900","722784500","776137500","852485300","928833000","1034376400","1112791100","1221305700","1351006400","1523917200","1673411700","1913793400","2188307600","2435304100","2588106000","2738261900","3244558600","3704551600","4614086400","5222421500","5769767900","5923755900","6183387100","6541517100","6797834200","6827665300","5902783400","5918469800","6433967000","7074675500","8042337700","8782585400","9365289800","9573813700","9870494000","10677286100","11575486400","12130252200","12304115000","12502013400","12994310400","13693981200","15013381700","16374393900","18141666300","21295984200","25155888600","27116635600","29440300000","34686200000","40429700000","45600000000","49921500000","54091700000","57957600000","62283800000","65055100000","", +"秘鲁","PER","GDP（现价美元）","NY.GDP.MKTP.CD","2571908062.07692","2899654840.36567","3286773187.87687","3600957771.15299","4356913870.23508","5166861068.42164","6113607728.15672","6204253758.57616","5736083835.22481","6420909789.63824","7432223176.77261","8289582883.50129","9189413409.01292","10994381894.7984","13858441211.2196","16877163792.1284","15947709379.6507","14620386673.8544","12495779622.071","15962459447.2168","18134029179.6393","21649137620.3055","21793496819.3379","17345624453.6916","17599660054.286","16548827018.2872","15244232957.876","20702298396.9717","15439408447.2288","22499559086.0343","26410386669.3609","34672122380.7687","36139225287.9079","35158109999.4973","44882079766.8913","53312793687.3836","55252414130.3019","58147522522.5225","55501467877.381","50187324567.883","51744749133.213","52030158775.4055","54777553515.0809","58731030121.8671","66768703497.5687","76060606060.606","88643193061.748","102170981144.136","120550599815.441","120822986521.479","147528937028.778","171761737046.585","192648999090.082","201175469114.327","200983797111.659","189759138299.209","191907499037.066","210702303186.432","222237570741.8","", +"菲律宾","PHL","GDP（现价美元）","NY.GDP.MKTP.CD","6684568805.06881","7256966966.22556","4399827767.96704","4875309866.34017","5271404668.36735","5784398976.9821","6371459304.41018","6809134235.54298","7591603053.43511","8408229699.14295","6687204834.3687","7408305735.65309","8017468688.2004","10082885603.0668","13781139969.6519","14893969287.6557","17097563270.2982","19648106122.0079","22706155475.3048","27502168726.9573","32450541843.0652","35646416952.5425","37140163934.4262","33212180658.1659","31408492876.691","30734335448.9905","29868339080.8263","33195933429.6008","37885440418.6834","42575183905.5606","44311593755.7845","45417561302.2497","52976344928.9564","54368083953.1119","64084460124.4644","74119987244.5011","82848140618.0266","82344260570.6685","72207028767.7598","82995145792.9341","81026300310.0109","76262072467.3776","81357605641.8544","83908206647.9347","91371242495.0794","103071582125.968","122210716311.048","149359918059.998","174195136253.393","168334601260.075","199590775190.258","224143083706.777","250092092998.143","271836123723.678","284584522898.872","292774099013.687","304897590205.413","313619747740.186","330910343610.956","", +"帕劳","PLW","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","144759500","155430000","161950700","152765800","164163200","184677300","188037700","193113700","196859300","182704300","182863000","193235600","214648500","225345700","245675100","293124000","303984500","289823500","310111145","", +"巴布亚新几内亚","PNG","GDP（现价美元）","NY.GDP.MKTP.CD","230496032.981216","244832035.032526","261184037.372301","275968039.487715","305312043.68649","344159480.344943","390973233.284802","441706910.068317","485160824.280435","551237316.608803","645537126.217941","717716130.493883","858802035.928144","1299105240.73285","1467346059.99713","1356591176.85561","1511856584.25832","1640763204.44781","1947947524.33347","2293621944.3664","2545983007.89984","2498068350.66865","2368584969.53284","2562492524.81761","2552526263.0759","2423373088.07358","2648033765.69899","3143848331.31402","3655979702.45646","3546460176.99115","3219730364.99623","3787394957.98319","4377980510.05598","4974550286.18152","5502786069.65174","4636057476.42568","5155311077.38998","4936615298.79367","3789443014.61662","3477038204.01733","3521339699.07407","3081024212.42924","2999511040.19764","3536411824.2958","3927157866.96465","4865892972.27595","8306343442.27435","9545071324.99241","11670678863.7458","11619541940.4014","14250726289.854","17984816533.1084","21295834133.2309","21261305413.2323","23210611846.9164","21723378124.5485","20759048834.9824","22277692408.8879","23431596214.0081","", +"波兰","POL","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","65977749036.9844","85500935934.9901","94337050693.2727","96045645026.178","110803391516.698","142137319587.629","159943251363.08","159117494587.259","174388559590.263","169717677900.734","171886058765.33","190521019077.164","198680882352.941","217513049291.61","255102252843.395","306125173852.573","344748646558.391","429063549983.742","533815789473.684","439796160379.475","479321460551.189","528832185770.217","500360816827.883","524234322596.975","545389126644.476","477577397532.829","472028000405.803","526371021088.561","585782872331.589","", +"預人口紅利","PRE","GDP（现价美元）","NY.GDP.MKTP.CD","11173934484.6174","11559306533.5194","12625268594.9929","14717688783.1978","13697492016.3004","15433459748.7103","16955797265.5886","15999814982.5186","16866922470.8705","19140363968.4815","23391001278.3195","22870838292.4805","26542302548.2325","32561634928.553","46383063753.3411","52858451240.4064","62180937678.1555","68680610611.8994","76379577431.8121","96542189317.7354","118000124667.362","164970513226.648","154603289250.88","123144675566.144","112634098802.932","116633298808.861","113129590102.772","123742923665.936","125910229058.848","123551347216.749","194379195183.57","189573830319.667","175983274990.987","154546849473.09","146074195555.424","173759560738.403","191287146637.165","201583065474.089","207669286167.44","211011068128.661","240539542701.502","237532518355.417","282532233521.131","321984715654.689","393774249681.435","491449745020.883","623746388620.158","754317589832.686","951374524203.077","857558275803.467","1014764538526.14","1184967942013.23","1306155155107.86","1428565871084.09","1528726318732.36","1341325489976.12","1220925785179.48","1304312568918.79","1312964898976.3","", +"波多黎各","PRI","GDP（现价美元）","NY.GDP.MKTP.CD","1691900000","1865100000","2094400000","2333600000","2570500000","2881500000","3170500000","3532700000","3941700000","4460700000","5034700000","5646800000","6328900000","7002400000","7684800000","8198300000","8968600000","9910900000","11165000000","12750000000","14436100000","15955700000","16764200000","17276600000","19162600000","20289200000","22009300000","24025800000","26385800000","28161200000","30603919000","32287031000","34630430000","36922456000","39690630000","42647331000","45340835000","48187039000","54086400000","57841000000","61701800000","69208400000","71623500000","74827400000","80322313000","83914521300","87276164400","89524131600","93639300000","96385600000","98381300000","100351700000","101564800000","102450000000","102445800000","103375500000","104336700000","104250200000","101130900000","", +"朝鲜民主主义人民共和国","PRK","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","", +"葡萄牙","PRT","GDP（现价美元）","NY.GDP.MKTP.CD","3193200404.37297","3417516639.37596","3668222357.65702","3905734459.72693","4235608177.67102","4687464054.83455","5135387845.97108","5740241165.63433","6354262628.33537","6969025825.62869","8109032775.45328","9202512367.49117","11240223128.2431","15092052330.3352","17514112075.7695","19349512941.1765","20334835543.7666","21441635411.2101","23489924726.2774","26625439344.2623","32899759311.1734","31980423452.7687","30530759334.0061","27242331885.6316","25220451794.029","27118476173.6675","38749715721.7531","48187667852.5687","56352797353.7604","60600056659.0272","78721607509.4923","89242382961.0101","107602689040.689","95019103603.042","99698453260.8696","118133634071.912","122629812841.175","117046198970.84","123981736420.303","127465545493.288","118358489957.619","121545880984.34","134228697534.35","164964195259.594","189187437298.237","197304513120.259","208566948939.907","240169336162.059","262007590449.685","243745748819.116","238303443425.21","244895101712.451","216368178659.447","226073492966.495","229629822121.601","199420256049.689","206275669201.916","219308126633.628","237978938135.341","", +"巴拉圭","PRY","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","443587301.587302","465888888.888889","492674603.174603","517650793.650794","556293650.793651","594611111.111111","664571428.571429","769039682.539683","995531746.031746","1333475396.8254","1511420634.92064","1698960317.46032","2092158730.15873","2559857142.85714","3416777777.77778","4448087301.5873","5624515873.01587","5419411764.70588","5673248726.18009","4502462807.0602","3282449235.87261","3723993942.72004","3971044723.80154","4255683528.33968","4757732199.96678","5812114523.02702","6984367762.90371","7157424031.06045","7249533620.30614","7870982004.8195","9062131475.02318","9788391780.52421","9965225678.05093","9260481572.42462","8837070235.51892","8855705139.55857","8495806432.18467","7196260656.84556","7691367471.17992","9624440836.29309","10737500188.1123","13429430050.261","17856270473.153","24578067861.3998","22341754513.9643","27215968615.5548","33715524703.9288","33283228891.0923","38585317742.981","40276532540.8812","36164068797.2511","36054281572.3981","39008900331.6733","40842341774.2489","", +"约旦河西岸和加沙","PSE","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","2843300000","3282800000","3409600000","3759800000","4067800000","4271200000","4313600000","4003700000","3555800000","3968000000","4329200000","4831800000","4910100000","5505800000","6673500000","7268200000","8913100000","10465400000","11279400000","12476000000","12715600000","12673000000","13425700000","14498100000","14615900000","", +"太平洋岛国","PSS","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","1131297309.20096","1134402783.3026","1183545325.14954","1372619398.8314","1681697235.07133","1924780551.96904","1984464207.98758","1938431837.19777","1856384962.78893","2035177402.71825","1926690621.11345","2091655537.48068","2054782668.67825","2152808179.20669","2248045019.69603","2421496794.49361","2573263311.96361","2831256752.55865","2996473443.56373","3457409494.58226","3730011431.16957","3999190664.51198","3989980848.93317","3409647152.9022","3728512705.18951","3444110964.99348","3371091879.63877","3545570346.2104","4151872084.82033","4792905778.83587","5264852378.29851","5538564571.90211","6079247461.56406","6556133687.72438","5776686941.93929","6416533300.58371","7632301836.05666","8148861957.40977","8440652847.48721","9174063770.59309","8909228715.17981","9280440561.9027","9883385373.76577","10302802236.0798","", +"人口紅利之後","PST","GDP（现价美元）","NY.GDP.MKTP.CD","1042356214326.26","1104951547705.99","1193721064266.18","1285208410166.35","1402851038392.6","1523908327902.08","1671224376059.57","1793465177172.25","1943723921747.11","2132250703261.9","2339206037238.47","2594099793156.11","3009191136951.16","3633006690798.47","4057238782545.23","4545929620425.92","4933007502340.68","5577087486449.22","6701291501997.71","7704389047252.81","8531192106143.53","8628740798767.37","8590914029203.65","8915869905570.93","9318138510892.35","9812181395398.5","11987525616235.3","13897549083251","15655458703950.7","16350877330064.2","18351022929793.2","19357122327415.2","20773154750945","20917674033564","22401154530466.7","24846985265932.6","24970008701890.6","24493553559555.7","24605554527819.1","25825012150929.7","26261965429915.2","26014471611918.7","27135460187841.7","30434492885718","33811804020216","35596513676614.9","37459371091831.5","40879073296287.7","43219248023366.2","40729433934721.4","42467873172178.4","45585663468655.7","45536751587246.6","45983000861746.5","46923802845310.1","44401372309936.5","45382709179793.5","47255605165193.8","50027698383141","", +"法属波利尼西亚","PYF","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","176534589.603389","215659455.017302","220984369.12915","259590076.293001","242943776.862299","254035999.217197","296613496.873269","325843254.667123","431254103.046477","555337985.682991","690319754.911192","732286143.34291","793193187.41557","1005573294.20763","1215031775.26795","1362151523.68993","1279972866.38172","1286462642.63697","1335895286.3918","1378991403.37881","1507230778.89921","2301514717.29807","2543199148.3893","2687472829.62988","2636461517.1052","3181206304.81549","3267367609.89528","3558215110.24809","3694600399.89225","3522272321.40766","3982374845.92709","3954696873.74892","3567062511.87293","3775160797.38928","3797016068.69688","3447543137.9415","","","","","","","","","","","","","","","","","","","", +"卡塔尔","QAT","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","301791301.791302","387700084.245998","510259940.720474","793884368.040437","2401403227.44085","2512784033.37828","3284301332.18953","3617580171.76055","4052000412.70087","5633000318.02401","7829094613.07082","8661263763.73626","7596703214.28571","6467582307.69231","6704395824.17583","6153296456.04396","5053021950.54945","5446428681.31868","6038187032.96703","6487912087.91209","7360439423.07692","6883516483.51648","7646153983.51648","7156593653.84615","7374450769.23077","8137911978.02198","9059340384.61539","11297802115.3846","10255495027.4725","12393131868.1319","17759890109.8901","17538461538.4615","19363736263.7363","23533791208.7912","31734065934.0659","44530494505.4945","60882142857.1428","79712087912.0879","115270054945.055","97798351648.3516","125122306346.154","167775274725.275","186833516483.516","198727747252.747","206224725274.725","161739835164.835","151732142857.143","166928571428.571","192009340659.341","", +"罗马尼亚","ROU","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","38413636363.6364","40809523809.5238","42105263157.8947","38995454545.4545","28998684210.5263","25121666666.6667","26362894736.8421","30074440483.3837","37435317265.1254","36937074278.3004","35574916294.6429","41694118972.5101","35952781582.2083","37253259016.9976","40394824679.1232","46066101951.2933","57806506024.0964","74972669056.5922","98452791982.7024","122022997508.01","174585202805.233","214313628965.024","174103695930.213","166225180150.414","183443154234.731","171196268957.961","190949066979.176","199626806401.529","177893451831.141","188494136775.719","211406933991.363","239552516744.469","", +"俄罗斯联邦","RUS","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","554713455149.502","506500173960.269","516814274021.956","517962962962.963","460290556900.726","435083713850.837","395077301248.464","395537185734.854","391724890744.498","404928954191.876","270955486862.442","195907128350.934","259710142196.943","306602070620.5","345470494417.863","430347770733.155","591016690742.937","764017107993.346","989930542278.684","1299705764824.48","1660846387626","1222644282200.48","1524917468442.6","2051661732059.47","2210256976944.74","2297128039058.16","2059984158384.6","1363594369511.4","1282723881083.71","1578624060588.26","1657553765580.67","", +"卢旺达","RWA","GDP（现价美元）","NY.GDP.MKTP.CD","119000024","122000016","125000008","128000000","129999994","148799980","124525702.857143","159560018","172200018","188700037","219900006","222952578.196381","246457838.336681","290746157.145921","308458423.183854","571863295.740122","637754162.101094","746650558.55469","905709147.27019","1109346220.52885","1254765349.93185","1407062607.63214","1407242640.23211","1479688125.8852","1587412957.22263","1715625839.17973","1944711061.30888","2157434025.16467","2395493877.51365","2405021932.89997","2550185618.14774","1911600969.76612","2029026704.02707","1971525998.87685","753636370.454546","1293535010.94467","1382334879.40812","1851558301.7002","1989343495.21844","1898608710.07801","1813938652.72487","1749262232.56001","1749314001.10904","1923071486.36207","2174623213.47859","2685133230.52885","3116128156.38932","3811474435.73969","4867560259.3551","5373088996.59376","5783152633.48246","6563320570.40862","7334917696.72263","7621923307.70325","8016591927.65923","8277613193.57631","8475681532.52169","9135454442.14013","9509003196.73999","", +"南亚","SAS","GDP（现价美元）","NY.GDP.MKTP.CD","47133391309.9824","50273085503.8906","53650237001.459","60342490387.2397","69112222701.8909","74259557732.9016","62387381643.3527","68679803690.5426","72094598960.7981","79153383347.7462","85745232475.9667","91141390675.3867","91584316045.3353","104764596593.083","126859372180.903","136029718260.331","132829954314.652","153614821412.382","174799245316.527","195789716001.333","236090206890.477","250237977910.672","258894440062.782","274060360121.699","272785276143.08","296628195402.886","314159700582.229","348828165080.308","374827084896.623","378262356025.476","407227367445.565","362122745848.294","384519506934.546","380801788766.099","431964387237.926","479894945086.789","525019257241.527","550763437960.445","558476231555.403","598384577999.065","622372326850.74","638710941320.503","670045532850.484","782504979368.156","907327593223.334","1040054138460.92","1196110786092.04","1504221259179.23","1527503038357.47","1683487609633.94","2061059873650.14","2271880446967.01","2297374631123.91","2357174513350.64","2581892372016.11","2697313887065.75","2920085235751.32","3347712176123.4","3457801122272.87","", +"沙特阿拉伯","SAU","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","4187777711.11111","4485777644.44444","5377333333.33333","7184853347.5974","9664157498.5524","14947391140.1284","45412957746.4789","46773368205.5947","64005665722.3796","74188249978.724","80265619484.6452","111859676267.555","164541738058.737","184291796008.869","153239017560.236","129171635311.143","119624858115.778","103897846493.65","86961922765.3254","85695861148.1976","88256074766.3551","95344459279.0387","117630271802.403","132223268491.322","137087876662.216","132967901415.22","135174886488.652","143343036341.789","158662398744.993","165963557409.88","146775498080","161716960000","189514926213.333","184137469733.333","189605920240","215807655253.333","258742133333.333","328459608764.111","376900133511.348","415964509673.115","519796800000","429097866666.667","528207200000","671238840106.667","735974843360","746647127413.333","756350347333.334","654269902880","644935541440","688586133333.333","782483466666.667","", +"苏丹","SDN","GDP（现价美元）","NY.GDP.MKTP.CD","1307333333.33333","1419333333.33333","1541666666.66667","1568333333.33333","1611333333.33333","1679333333.33333","1723000000","1865666666.66667","1947333333.33333","2144333333.33333","2437666666.66667","2656000000","2882000000","3571666666.66667","4595000000","5598000000","6979333333.33333","8704000000","7670500000","9032250000","7459833333.33333","10016500000","9240000000","8230153846.15384","9701357142.85714","12403733333.3333","15769062500","20155555555.5556","15399166666.6667","15291507936.5079","12408647540.9836","11379222222.2222","7034219712.52567","8881785938.48085","12794192334.2541","13829744878.6366","9018243044.45155","11681494637.3041","11250327988.0478","10682045258.3647","12257418326.0734","13182979783.533","14803189092.7044","17646503525.1743","21457470202.7839","26524538565.7403","35822408611.5588","45898948564.0593","54526580231.5568","53150209167.934","65634109236.7736","67327289319.733","68125631150.2939","72065940085.772","82151588418.8325","96741742021.6738","95558220776.921","123053386001.137","40851536133.7642","", +"塞内加尔","SEN","GDP（现价美元）","NY.GDP.MKTP.CD","1003692374.55789","1058975265.58883","1085475573.48959","1122139637.25693","1188930567.71363","1210058396.0603","1246908373.74285","1246480958.51385","1309384830.19071","1245234806.89546","1297407828.60957","1339548823.66855","1620857277.19338","1863398448.32592","2099324949.84605","2830388404.87845","2869777812.41008","2938046307.22894","3280354339.39341","4084878667.85616","4435050396.67262","4021697233.39403","3936758681.58343","3512053232.03566","3425127373.36713","3750056424.49274","5304238012.67971","6381385759.78027","6311054901.48841","6219793532.55875","7237100724.34196","7111252865.84624","7602005274.43616","7189226453.28161","4908415368.782","6176312552.1388","6413189839.20318","5915250258.27977","6368265193.69887","6512207622.19727","5924239700.81588","6174898370.14018","6752510282.95744","8683229268.11979","10167441854.4694","11022821631.8674","11847848224.8947","14285970085.0519","16949789464.5966","16248212852.2767","16215069255.5479","17878780184.8709","17825417949.4231","18960182371.3937","19770840285.9946","17767704596.9267","19027392875.8489","21081669870.0624","24129599551.8342","", +"新加坡","SGP","GDP（现价美元）","NY.GDP.MKTP.CD","704756304.717104","764634783.744937","826244609.95688","917614007.578727","894159153.273226","974650463.870378","1096432771.46217","1238043904.35123","1425715405.72325","1659904612.57023","1920586698.02692","2263785443.61688","2721440980.75851","3696213333.33333","5221534955.64418","5633673929.99302","6327077974.10703","6618585073.66035","7517176354.84135","9296921723.83465","11896256782.8566","14175228843.6391","16084252378.473","17784112149.5327","19749361097.965","19156532745.7691","18586746056.9974","20919215578.2125","25371462488.1292","30465364738.6206","36144336768.7023","45466164978.2923","52130263965.6231","60603478153.2368","73690847191.3055","87810991957.1046","96295886524.8227","100124191810.345","85728310229.4455","86284660766.9617","96074477958.2366","89794943349.8912","92537752708.5893","97645448283.7791","115035498757.543","127807618360.971","148630373214.173","180941941477.009","193611986712.842","194152286008.938","239809387605.427","279351168707.267","295087220933.024","307576360584.992","314851156183.411","308004146057.608","318068476293.883","338406474038.67","364156657769.87","", +"所罗门群岛","SLB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","25203524.0325638","28084252.7582748","28606411.398041","","50056882.8213879","40606712.050639","55272108.8435374","84539332.282562","74617096.4785967","83099107.9066357","93147039.2548237","111022089.96223","151270207.852194","168715353.097132","187313261.319237","188446092.06055","180219397.527425","252806783.386983","232306861.156132","210737869.652598","238606299.605651","310684273.709484","332286760.858189","302515026.890225","320355090.61441","378778047.197842","410923236.189102","464756638.512487","519334096.714525","565163750.56079","567919502.811483","471177008.057148","482214092.308964","435103853.485036","400463452.065176","341661643.551446","332738245.913215","375111894.932329","413909879.281265","456705433.996978","516074228.959749","608229326.656255","597765363.128492","681151189.956511","932725578.761845","1063879451.2333","1129787201.75701","1172268295.92618","1154650066.30195","1232699140.37163","1321131090.73503","1411904531.44787","", +"塞拉利昂","SLE","GDP（现价美元）","NY.GDP.MKTP.CD","322009471.56704","327834680.557103","342721579.817636","348546952.134368","371848114.747956","359379856.248057","375479849.80806","348795303.000385","329860091.944037","408690163.476065","434410373.76415","419549425.077086","465381089.98454","575230234.387058","648590642.939888","679335901.117451","594895672.333848","691777758.395115","960728338.93643","1109374722.08294","1100685844.92284","1114830471.91787","1295361885.92419","995104305.347074","1087471861.98928","856890498.625834","490181456.62441","701307602.28443","1055083945.37738","932974411.917142","649644826.800447","779981458.921489","679997997.597117","768812334.801762","911915970.683484","870758739.40678","941742152.709895","850218033.622007","672375927.347148","669384768.87263","635874002.198748","1090467712.30773","1253340519.53311","1385810072.19217","1448536630.88143","1650494366.99875","1885112201.85278","2158496872.85796","2505458705.03338","2453899846.88317","2578026297.15912","2942546781.04548","3801862611.36414","4920343194.99339","5015157815.73406","4218723875.1379","3674794530.18956","3739577973.23943","3999945202.44328","", +"萨尔瓦多","SLV","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","877720000","929520000","976200000","1009760100","1049400000","1132920000","1186120000","1263720000","1442320000","1665880000","1884120100","2328280100","2941640100","3127960000","3463639900","3573959900","3437200200","3399189100","3506347800","3661683400","3800368600","3771663200","3958045800","4189880000","4372215300","4817542204.02673","5252342400","5813399300","6680269200","7679384000","8921947100","9586327800","10221705900","10936669900","11284197000","11784927700","12282533600","12664190300","13243892200","13724810900","14698001400","15999886400","17011750900","17986886200","17601616000","18447920000","20283780000","21386160000","21990970000","22593470000","23438240000","24154120000","24927970000","26056950000","", +"圣马力诺","SMR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","1215640315.36331","1101897917.81832","1160626398.21029","1253529079.61604","1600451467.26862","1877328035.75863","1958711603.03445","2092585622.88295","2488365726.79989","2752307016.25897","2363156432.34232","2139072847.68212","2054489852.65499","1800077091.09598","1865374402.54912","1788510017.24824","1523012088.2777","1564380530.97345","1632860040.56795","","", +"索马里","SOM","GDP（现价美元）","NY.GDP.MKTP.CD","180459936.776025","191659914.376034","203531927.547229","216145935.941626","229529912.668035","243724533.172801","257374455.753265","271780364.837811","286718279.690322","306357284.571429","322600009.142857","331102742.193418","416942436.927838","507028428.241662","467577432.247816","710850226.528991","807275808.737093","498550873.043478","564986059.668508","590419855.11811","603592656.822209","699112266.835764","774419569.699066","733901365.935354","788307213.438235","876404617.656501","930318705.332201","1009792724.39772","1038291284.49695","1092392963.199","917044228.012679","","","","","","","","","","","","","","","","","","","","","","","3368199007.95567","3340389105.66033","4049001422.23844","4198000286.58529","4509001513.2827","4721000393.39885","", +"塞尔维亚","SRB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","16750000000","20948677839.851","24147996549.5662","18284194680.3844","18409364146.9794","6540245607.20262","12267175481.2542","16116843146.4806","21188704081.2428","24861484993.5082","27683225959.2468","32482070360.3204","43170990616.4729","52194221468.5007","45162894380.9318","41819468691.8251","49258136128.9672","43309252921.0567","48394238300.4008","47062205546.5","39628549949.7295","40630392018.541","44120424391.86","50508366849.6463","", +"撒哈拉以南非洲地区（不包括高收入）","SSA","GDP（现价美元）","NY.GDP.MKTP.CD","29962472381.3384","31146764851.6599","33748634201.9399","38672368615.5192","37745935861.5344","42033364145.0167","45359388756.9895","44830095702.4268","47943933503.2401","54896604888.5969","64553267809.2694","65669517038.1947","74072232419.6565","94701182949.8619","123839113657.405","136486058943.628","148233890262.68","162882568561.109","180037984986.246","216674478873.333","271971867833.014","379280708015.664","348967269518.571","303822528416.255","266084218191.937","252821601385.623","260129369649.251","293795434077.474","302282983118.015","300751505475.62","336576880891.984","342292779408.998","337589642554.53","314831736005.992","310162669890.649","355711515774.371","367269896147.103","381764494801.118","368310476294.653","371680515787.394","396191520679.692","377733010396.503","411763248499.548","516503049014.434","643460648399.953","763789822864.78","908061530844.142","1054217821396.79","1208797676834.35","1147230702792.05","1368765589172.04","1551471598418.16","1634706047203.94","1738185476746.97","1825688362717.55","1660362619647.97","1544516297936.01","1678441648981.57","1697871240842.69","", +"南苏丹","SSD","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","15550136278.8696","12231362022.6859","15727363443.0995","17826697892.2717","10368813559.322","13257627118.6441","13282033898.3051","12374452028.1893","3070885014.08113","","","", +"撒哈拉以南非洲地区","SSF","GDP（现价美元）","NY.GDP.MKTP.CD","29973666709.2225","31157389139.8673","33760238394.1226","38685028470.2561","37760332631.0638","42047655887.1146","45374364958.4609","44845327519.7909","47958300734.9815","54910863990.5405","64569009491.3264","65689134019.6069","74100936022.6026","94735321513.7962","123878024941.134","136529239382.866","148277830288.536","162942418866.278","180120012417.832","216800304514.963","272115993019.122","379427965294.484","349108366367.861","303964037529.756","266231902787.329","252988063151.375","260336111190.53","294043923959.352","302566908437.938","301056772873.864","336946365795.332","342668045723.391","338025357341.352","315308704270.542","310652448774.628","356222737428.803","367775706181.723","382330961343.941","368923301966.081","372308147165.275","396810544343.938","378359733583.336","412465897700.994","517212827881.005","644304487627.321","764713213465.115","909081981434.464","1055254020414.74","1209764859134.98","1148078019919.25","1369735391918.67","1552537242838.54","1635765918245.35","1739513778367.17","1827031487774.01","1661740323494.26","1545944112397.67","1679945005255.79","1699461795349.79","", +"小国","SST","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","7878647286.53712","8863324222.75085","10444541172.774","13015289407.6781","20217339440.139","23014441628.1296","26271174006.3155","29833866382.0385","32086703975.3178","39814806384.8835","52739749952.1792","54483987861.8105","54246756820.7096","52477418404.8497","52016944953.4151","50076628054.2874","49115154640.1095","56125253449.8354","61862050984.8471","64354376017.1269","74799369910.004","76317327316.0487","81248112347.2695","80064305696.444","84225062461.4221","95525994532.7079","101712119378.622","108884318536.952","108745795157.82","116648550227.557","129322333641.776","129788723495.533","138842844512.255","165820930883.392","199755330978.701","238628841555.774","277384066329.103","332751797141.347","401591747996.225","343188842295.13","394373376444.373","477074458532.918","499988643173.642","516847741716.424","531018074381.561","452002546514.191","442920183862.366","483622746147.494","535696447679.29","", +"圣多美和普林西比","STP","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","75951127.727338","85171074.2134329","102085766.467304","114582285.797721","136450661.34421","142775106.811733","149146923.104274","188021168.841818","187821029.03052","197454052.146072","233213521.691189","252560556.021848","302925488.131749","348941656.435664","318265835.263324","347545391.785","375040173.816889","422296762.322469","", +"苏里南","SUR","GDP（现价美元）","NY.GDP.MKTP.CD","99650000","107700000","116150000","125950000","134400000","154150000","190350000","220700000","241350000","259650000","274900000","301000000","311950000","339450000","409850000","465500000","505500000","641500000","735500000","782500000","795000000","889000000","915000000","883500000","864000000","873000000","891000000","980000000","1161000000","542600000","388400000","448100000","404600000","428764705.882353","605492537.313433","691590497.737557","861411471.321696","926422500","1110850000","886290697.674419","947671969.69697","834279357.798165","1093574468.08511","1274190311.41869","1484092538.40527","1793388732.29125","2626493056.82108","2936440801.45719","3532961748.63388","3875555555.55556","4368398047.64333","4422276621.78703","4980000000","5145757575.75758","5240606060.60606","4787367928.11777","3167164370.80564","3068766109.75333","3427269681.74204","", +"斯洛伐克共和国","SVK","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","12694544692.7374","14213045493.8806","15431288006.2104","16452201100.9604","20079363625.5784","25733043137.2549","27821913814.9556","27660149541.1805","29828899205.7277","30415095887.492","29114875621.8905","30703017449.6644","35083608130.9994","46731767494.3567","57240535137.8197","62697540106.9519","70596729394.0534","86304245825.349","100324627215.468","88945625173.6593","89501012915.7314","98181259740.0919","93413992955.8972","98478349315.3252","100948236941.182","87769595120.4718","89848359304.5293","95617670260.1145","106472189680.752","", +"斯洛文尼亚","SVN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","18130730932.2034","13214510434.7826","13052481426.8868","13209759788.3598","14993821209.3023","21273055398.3017","21480023016.9972","20749140606.2425","22125435372.187","22689994990.1121","20342201356.0052","20875387068.1145","23563576758.1047","29697448108.2957","34470227453.9113","36346974008.2079","39587732028.6037","48114688201.4782","55589849128.4605","50244793831.6199","48013606745.4803","51290792018.1074","46352802765.5763","48116256926.0807","49889553216.003","43102044290.9563","44641210338.2514","48455919386.0505","54235484383.0673","", +"瑞典","SWE","GDP（现价美元）","NY.GDP.MKTP.CD","14842870293.4207","16147160122.7882","17511477311.4463","18954132365.5148","21137242560.8543","23260320646.2745","25302033132.3312","27463409201.8822","29143383490.5896","31649203885.888","37597376846.0527","41026187810.921","48317904774.9034","58632899709.2025","65155385097.0852","81808163118.3469","88200661975.7111","93240961375.4016","103084948035.853","121782797135.593","140245343956.875","128001439309.555","112893990895.489","103649519309.778","107782108102.227","112640311126.35","148542083595.373","180631121743.108","204296536182.922","215115712497.479","258443064928.702","270664969011.988","280625886740.616","210185651514.762","226333851736.651","264344412824.359","288454816582.165","264833593105.345","267224241814.362","271177018783.888","260158695509.812","240283858225.789","264345544361.257","331531479168.47","382152839200.425","389488030402.377","420540782304.627","488397792507.546","514584970642.23","430114322297.421","488909078695.423","563797423389.285","544481531961.98","579360671663.959","574413132024.98","498117638852.897","512205240408.433","535607385506.432","551031682226.344","", +"斯威士兰","SWZ","GDP（现价美元）","NY.GDP.MKTP.CD","35076158.4768305","43025199.4960101","45927061.4587708","54128377.4324513","64979280.4143917","70278594.4281114","76858462.8307434","74758504.8299034","79798404.0319194","105417891.642167","112137757.244855","136465324.384787","146741251.46351","221902017.291066","264311994.113319","288302907.369844","272539098.436063","304047838.086477","340616375.344986","412093133.760988","542000513.610683","571542674.577818","537575980.843618","555336145.767884","494475699.857656","361014890.45841","449146608.315098","584135559.921414","692016714.317132","696915430.663057","1114703088.1614","1156141998.33412","1284766234.2216","1357206995.74624","1419293454.99606","1698982437.76019","1602760100.48147","1716699913.19444","1576904292.4588","1547884442.26205","1738100853.05052","1542477308.89408","1432228125.26682","2197612701.09852","2770082791.50412","3178126491.90949","3291353835.93","3469363996.36642","3294093485.20796","3580417066.92472","4438778424.30203","4820499924.2539","4823831656.51644","4560713073.91948","4377293816.28535","4020275298.02726","3817430000","4433664364.24725","4703787506.89153","", +"圣马丁(荷属)","SXM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","", +"塞舌尔","SYC","GDP（现价美元）","NY.GDP.MKTP.CD","12012025.2477875","11592024.3649283","12642026.5718964","13923029.2643975","15393032.3541529","15603032.7955465","16443034.5611211","16632032.8140183","16074027.3496039","16452027.9927637","18432031.3616959","21965951.7213048","30645121.0129499","36896278.2235629","43134498.6929657","47803145.9560303","49278979.5471457","64526398.6585361","85552369.914184","127261099.24396","147357222.779802","154902869.02139","147912069.76575","146712850.509248","151313241.982492","168887539.130818","207850623.637094","249267039.782675","283828769.029925","304832867.393246","368584758.942457","374359556.084926","433667193.814795","473916819.453826","486451204.557142","508221508.221508","503068472.20266","562958836.519905","608369282.225727","622985493.682733","614879764.780006","622262057.191635","697518248.175182","705704816.042365","839319927.272727","919103254.545455","1016418229.25159","1033561654.0568","967199593.960157","847397850.094417","969936525.298729","1065826669.89742","1060226125.62616","1328157608.83087","1343007845.04468","1377495054.04127","1427524565.30226","1503168689.81984","1590180446.19384","", +"阿拉伯叙利亚共和国","SYR","GDP（现价美元）","NY.GDP.MKTP.CD","857704431.686497","945244992.211306","1110565863.53737","1200447429.35563","1339494290.42432","1472036550.70992","1342287556.59602","1580229795.10881","1753746369.66049","2245011571.98652","2140383695.94618","2589851693.01656","3059682162.06566","3239488104.60091","5159557176.25012","6826980766.8048","7633528920.63247","7696011359.94156","9275203105.57946","9929682184.32718","13062421024.9337","15518199247.3393","16298905397.0701","17589184556.6946","17503082982.2832","16403544510.5268","13293209270.1036","11356215712.9326","10577042354.799","9853396225.58749","12308624283.9787","12981833333.3333","13253565898.9558","13695962019.2084","10122020000","11396706586.8263","13789560878.2435","14505233968.8716","15200846138.4615","15873875968.9922","19325894913.1254","21099833783.503","21582248881.6592","21828144686.0394","25086930693.0693","28858965517.2414","33332844574.7801","40405006007.2086","","","","","","","","","","","","", +"特克斯科斯群岛","TCA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","358744800","366707910","409753640","485598810","578645760","721891470","773489740","862683630","703175750","686787810","728789570","715722770","740776770","823968140","893501650","950357510","962525840","1022312010","", +"乍得","TCD","GDP（现价美元）","NY.GDP.MKTP.CD","313582727.638056","333975336.626541","357635713.876922","371767002.655998","392247517.602016","416926302.963509","432794922.459835","449826322.995072","453980096.654503","471635620.924431","469266736.605177","501866730.722561","585427545.723712","647199482.828061","652532796.066703","864602103.303151","866044961.048205","935360466.351397","1113920122.61212","1004316495.11165","1033002401.82546","876937559.725038","834369860.427292","832415805.956327","919103735.322921","1033069709.99507","1067828247.23577","1163426850.65015","1482597298.88718","1433686309.83642","1738605558.05432","1877138041.64308","1881847676.80752","1463251055.40068","1179837954.72193","1445919969.89272","1607345450.04578","1544689502.82472","1744794457.276","1534673583.2487","1385058161.76746","1709347793.32873","1987622279.11463","2736666515.8294","4414929219.99649","6646663561.2656","7422102655.98832","8638711442.7705","10351932604.4154","9253484108.49701","10657705536.4978","12156380425.0825","12368071038.7362","12949854262.8127","13922223233.5184","10945989471.6286","10090922857.3905","9975692095.40855","11302544204.9904","", +"东亚与太平洋地区 (IBRD与IDA)","TEA","GDP（现价美元）","NY.GDP.MKTP.CD","80089044322.9076","70304295486.5314","64423897318.7532","69762139106.2508","80882097087.5146","94390974373.9846","103332168261.957","100125610823.098","101059766087.349","113479461110.822","126499684745.271","136038273079.19","154329762827.5","194309061450.421","219217185900.625","246446930094.488","250145275337.436","289062415584.005","279843103348.081","324147344776.875","374016847282.924","399114745778.202","418870465434.937","439532747904.697","477140103349.925","522899930477.446","521420812768.529","514987940704.156","571187366295.621","617327287639.014","661633306116.34","718052369803.027","804653218671.769","883381088450.924","1062641352288.64","1311566523352.93","1506473467426.65","1560401366182.69","1430161820145.74","1573188843311.65","1731600816824.68","1842335505360.05","2039047509643.4","2307975781314.86","2676685752619.67","3100871175283.4","3734878505820.12","4721609016360.99","5975957383698.32","6477920156078.09","7853669415319.31","9596177837051.58","10700596695068.2","11804960245048.5","12689604505542.3","13197946656328.1","13431911479092.9","14618128658743","16248767389147.8","", +"欧洲与中亚地区 (IBRD与IDA)","TEC","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","989015290097.004","960184905154.245","1020484876850.67","1008330355023.07","944015230898.116","931049940566.976","837258048372.49","924732706565.863","949660340421.317","978980003832.38","946345380259.321","820009858949.245","891604774598.597","907026509169.494","1018844601522.99","1252142097772.42","1621567200336.94","2032250851825.6","2458795487209.93","3161993384545.26","3915054710378.33","3105898370579.59","3638996448763.09","4423152690820.26","4614984435819.91","4897373945067.55","4639238345481.57","3615788111860.42","3483943366076.73","3898846070787.19","4041512556263.03","", +"多哥","TGO","GDP（现价美元）","NY.GDP.MKTP.CD","121128073.114022","126396469.707058","132237441.630863","143255784.510751","166104067.630043","187300336.365369","216136263.912497","231706475.464114","241956910.658103","267732446.378413","253976626.166639","286537524.990331","335677636.893737","406479906.159652","560437742.594972","617321669.390877","619375134.18051","777435020.475847","824263841.539264","891775906.631015","1136408814.19692","962347000.991788","821651918.724626","765746590.616849","718148959.610872","762359722.701402","1060911735.26065","1249099130.02277","1378847487.41137","1352949662.75172","1628427515.41881","1602299862.9243","1692959110.18022","1233496846.33493","982624324.505898","1309382885.33029","1465448290.34132","1498950899.08774","1587345950.9743","1576094566.48548","1488185772.47585","1481141849.98469","1698678686.38235","2111093197.99043","2255942249.33218","2280575830.08337","2349495620.59025","2659095101.10026","3310277926.58997","3365711796.38206","3426022205.75557","3867391618.08827","3873529926.22723","4320427495.74933","4568900619.92456","4179185205.16122","4414908596.54217","4765866980.38429","5300214337.17579","", +"泰国","THA","GDP（现价美元）","NY.GDP.MKTP.CD","2760747471.88624","3034043574.06071","3308912796.93487","3540403456.55305","3889129942.30769","4388937649.03846","5279230817.30769","5638461442.30769","6081009427.88461","6695336567.30769","7086538437.5","7375000024.03846","8177884552.88461","10838587357.7466","13703000530.0587","14882747955.0328","16985211146.0238","19779315170.0237","24006570178.1561","27371699082.7126","32353440726.8856","34846107862.3673","36589797857.4006","40042826244.2337","41797592963.4424","38900692712.1496","43096746122.4614","50535438696.4094","61667199834.7428","72250877410.3183","85343063965.9182","98234695722.0341","111452869378.467","128889832382.818","146683499005.964","169278552851.272","183035154107.494","150180268649.388","113675706127.265","126668932159.508","126392308497.749","120296746256.631","134300851255.002","152280653543.725","172895476152.592","189318499954.003","221758486880.313","262942650543.771","291383081231.82","281710095724.761","341105009515.333","370818747396.833","397558094269.877","420333333333.333","407339361695.577","401295970240.337","412352789519.611","455275517239.347","504992757704.997","", +"塔吉克斯坦","TJK","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","2629395066.27017","2534720480.3244","1909246640.80838","1646693642.11088","1522018435.69536","1231567145.35508","1043654822.33503","921572114.529611","1320242080.86531","1086605267.40992","860521119.298753","1080768906.5003","1221120798.81336","1555301496.04756","2076182460.86517","2312327536.41789","2830220713.07301","3719506172.83951","5161337336.40365","4979481980.35098","5642178579.58438","6522732202.50748","7633049792.09321","8448469837.53831","9112544556.05962","7854602391.65355","6952678127.03396","7157865188.25222","7522947810.12326","", +"土库曼斯坦","TKM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","2331358819.75954","3010982414.24425","3006988216.55045","3189539641.3171","3208098919.0146","3200539816.0601","3179225948.58114","2561118608.35516","2482228439.71407","2378759975.44506","2450349634.47436","2605688065.08338","2450564467.58315","2904662604.82053","3534803921.56863","4461978498.86577","5977560877.44013","6838351088.46688","8103901996.37024","10276674364.8961","12664165103.1895","19271523178.8079","20214385964.9123","22583157894.7368","29233333333.3333","35164210526.3158","39197543859.6491","43524210526.3158","35799714285.7143","36180000000","37926285714.2857","40761142857.1429","", +"拉丁美洲与加勒比海地区 (IBRD与IDA)","TLA","GDP（现价美元）","NY.GDP.MKTP.CD","76702300593.0354","81094144300.38","92821686022.7066","93431297904.1934","104147009141.822","110869146516.126","121580654082.685","124463782398.919","133892690241.575","149863741595.828","163011231364.133","181593100078.833","203688429810.24","268836681559.035","352617746192.241","368000464919.35","409681860172.456","451146931972.805","510551503261.592","610771982997.136","740165713667.538","857184992628.66","795289945612.643","694249976613.304","697277028696.286","719284878413.568","721577105192.215","761081378671.932","860107764851.641","942462305973.927","1109230328593.34","1382298700016.74","1302851981766.07","1504982084633.77","1719706760215.27","1833465602454.02","1992896686711.55","2186084791589.69","2199438672256.03","1968086400049.43","2174345829497.97","2116177471404.68","1882102465262.46","1919603421970.69","2223087971982.45","2706516584425.87","3182621866222.29","3769088324527.36","4402421976056.63","4123876013267.34","5152618467568.42","5877992088227.93","5935009599628.89","6081903167057.09","6199504020952.5","5290483965946.01","5154283302707.55","5732278498069.47","5555732855564.57","", +"东帝汶","TLS","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","439646121.579366","517708470.553444","510677040.106713","543315609.442447","1078373728.93489","1813708128.30448","2657842665.01112","2881040228.43039","4391368105.16034","3199666690.88017","3998961313.73619","5672048723.41683","6661664574.7463","5637671696.36367","4041636956.55441","3092624754.7917","2503532102.2697","2487269437.36822","2581000000","", +"中东与北非地区 (IBRD与IDA)","TMN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","289170584217.548","296099989530.037","337616663681.782","391915145883.511","402266389085.836","408024424585.234","431553229543.37","447311432447.737","463338039781.628","450125488805.02","507817712018.815","588817735697.858","693827855525.733","806752264856.871","997685855024.794","1229024372645.29","1188830867244.37","1374752649658.54","1558155718734.23","1717405849754.31","1611631755146.04","1585633514074.74","1428813291325.01","1439713130591.26","1422817551938.79","","", +"汤加","TON","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","32506741.7201204","30036416.9619944","34139387.8908849","41567471.6721987","44667002.0120724","53260077.4311091","62242013.3302689","62068161.0711025","60863963.9639639","64248354.5414656","60058663.3144773","68195855.6149733","81667133.4546982","106657267.367342","106344854.986095","113563821.577404","132201141.446861","137066290.55007","138489884.393064","193775943.038933","202547013.927138","219583570.094975","212155124.65374","188686997.319035","196686674.669868","202363492.160332","181244788.473329","182737040.095422","202543202.004099","229358214.792003","262176133.72543","294137737.070038","300143056.873221","349484427.609428","318166562.784677","369485198.817979","423011844.331641","472358251.224261","450686353.674011","443911052.254042","435438217.281663","401109307.359307","430174168.740104","450353313.884584","", +"南亚 (IBRD与IDA)","TSA","GDP（现价美元）","NY.GDP.MKTP.CD","47133391309.9824","50273085503.8906","53650237001.459","60342490387.2397","69112222701.8909","74259557732.9016","62387381643.3527","68679803690.5426","72094598960.7981","79153383347.7462","85745232475.9667","91141390675.3867","91584316045.3353","104764596593.083","126859372180.903","136029718260.331","132829954314.652","153614821412.382","174799245316.527","195789716001.333","236090206890.477","250237977910.672","258894440062.782","274060360121.699","272785276143.08","296628195402.886","314159700582.229","348828165080.308","374827084896.623","378262356025.476","407227367445.565","362122745848.294","384519506934.546","380801788766.099","431964387237.926","479894945086.789","525019257241.527","550763437960.445","558476231555.403","598384577999.065","622372326850.74","638710941320.503","670045532850.484","782504979368.156","907327593223.334","1040054138460.92","1196110786092.04","1504221259179.23","1527503038357.47","1683487609633.94","2061059873650.14","2271880446967.01","2297374631123.91","2357174513350.64","2581892372016.11","2697313887065.75","2920085235751.32","3347712176123.4","3457801122272.87","", +"撒哈拉以南非洲地区 (IBRD与IDA)","TSS","GDP（现价美元）","NY.GDP.MKTP.CD","29973666709.2225","31157389139.8673","33760238394.1226","38685028470.2561","37760332631.0638","42047655887.1147","45374364958.461","44845327519.7909","47958300734.9815","54910863990.5405","64569009491.3265","65689134019.607","74100936022.6026","94735321513.7963","123878024941.134","136529239382.866","148277830288.536","162942418866.279","180120012417.833","216800304514.963","272115993019.123","379427965294.484","349108366367.862","303964037529.757","266231902787.33","252988063151.375","260336111190.531","294043923959.352","302566908437.939","301056772873.864","336946365795.333","342668045723.391","338025357341.353","315308704270.542","310652448774.628","356222737428.804","367775706181.723","382330961343.941","368923301966.081","372308147165.275","396810544343.938","378359733583.336","412465897700.994","517212827881.005","644304487627.321","764713213465.116","909081981434.464","1055254020414.74","1209764859134.98","1148078019919.25","1369735391918.67","1552537242838.54","1635765918245.35","1739513778367.17","1827031487774.01","1661740323494.26","1545944112397.67","1679945005255.79","1699461795349.79","", +"特立尼达和多巴哥","TTO","GDP（现价美元）","NY.GDP.MKTP.CD","535670127.748935","584961208.656595","619319197.340022","678235373.038558","711893367.55527","736568861.926151","723735635.536371","761981474.023359","758899950","779200000","821850000","896754316.674262","1083381044.08473","1308799458.96284","2042031901.42217","2442667573.04821","2500410583.79177","3138666666.66667","3562333458.33333","4602416625","6235833333.33333","6992083333.33333","8140416666.66667","7763750000","7757083333.33333","7375918367.34694","4794444444.44444","4797777777.77778","4496852073.46896","4323058823.52941","5068000000","5307905882.35294","5439552941.17647","4669488516.37981","4947205860.01451","5329214163.22001","5759537726.26601","5737751331.63779","6043694330.21609","6808982520.75759","8154338232.95978","8824873259.32105","9008273720.93395","11305459802.0683","13280275123.0354","15982282462.3786","18369361094.3886","21641620049.9352","27871587349.5413","19172165225.5015","22157948396.2042","25433011405.3017","25769329445.0666","27110262285.4127","27477965424.1625","25121524774.9867","21746391333.0334","22250455018.8067","23410353434.6523","", +"突尼斯","TUN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","991047619.047619","1040952380.95238","1085714285.71429","1214666666.66667","1289904761.90476","1439238095.2381","1685217058.71103","2237476420.03773","2730787476.28084","3545933562.42841","4328610489.68432","4507929104.47761","5109324009.32401","5968044209.51466","7188191881.91882","8744134354.16152","8428513568.24625","8133401049.60217","8350176782.55746","8254891864.05767","8410185739.96405","9018136020.15113","9696271268.25148","10096292842.1543","10102075213.3151","12290568181.8182","13074782608.6957","15497286295.7938","14608946896.483","15632463424.2784","18030876599.3444","19587322786.1105","20746360430.4187","21803372266.6198","22943685719.103","21473188881.5933","22066101341.4888","23142294436.2383","27453084982.5378","31183139301.4853","32273007553.5687","34378437265.2141","38908069299.204","44856586316.0458","43454935940.1614","44050929160.2627","45810626509.4474","45044112939.3687","46251061734.4741","47632326088.237","43152528548.124","41808379888.2682","39952095560.8829","39860715814.4238","", +"土耳其","TUR","GDP（现价美元）","NY.GDP.MKTP.CD","13995067817.5092","7988888888.88889","8922222222.22222","10355555555.5556","11177777777.7778","11966666666.6667","14100000000","15644444444.4444","17500000000","19466666666.6667","17086956521.7391","16256619963.7997","20431095406.3604","25724381625.4417","35599913836.4328","44633707242.7642","51280134554.2889","58676813687.3681","65147022485.7919","89394085658.2038","68789289565.7434","71040020140.4436","64546332580.7583","61678280115.4987","59989909457.8379","67234948264.5987","75728009962.7878","87172789528.3316","90852814004.9917","107143348667.094","150676291094.21","150027833333.333","158459130434.783","180169736363.636","130690172297.297","169485941048.035","181475555282.555","189834649111.257","275768693191.091","255884300638.529","272979390333.738","200251925227.875","238428125942.395","311823003788.624","404786739602.813","501416301536.12","552486912921.989","675770112179.989","764335657637.62","644639901973.703","771901768870.083","832523680908.06","873982246611.954","950579413122.56","934185915386.096","859796872677.614","863721648068.806","851549231502.615","766509088837.579","", +"图瓦卢","TUV","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","8824447.74022325","9365165.91369372","9742949.47121034","9630762.95389637","10886825.5592923","11025945.1445515","12334846.2320995","12700905.4475286","12757632.8684508","13687141.1058778","13742057.0500928","13196544.946726","15450994.2410084","18231078.5394643","21534931.6075894","21839098.8927071","22902861.4457831","27030996.0274377","30290770.2575339","27101312.7912806","31824701.2779469","38713279.6189995","37671734.4913473","37507514.536976","37291841.426971","35492333.8641732","36547419.8730745","40620557.1335093","42587778.4724662","", +"坦桑尼亚","TZA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","5100405772.46327","4420168102.39306","4258743262.82876","4956588278.56144","4601413263.52894","4257702196.53864","4510846967.8742","5255221424.80962","6496195450.61034","7683852496.84499","12270448700.1994","12711213451.034","13375976353.6994","13581644245.7352","14142035080.2849","15224257698.482","16675948414.7573","18399046025.2688","18649590248.2626","21843529024.9154","27941177434.5087","29081425282.2949","32014249841.4151","34657139495.4031","39650530214.3287","45680532613.7591","49964788814.0927","47378599025.3044","49774021003.0747","53320625958.5628","57437073927.1796","", +"乌干达","UGA","GDP（现价美元）","NY.GDP.MKTP.CD","423008385.744235","441524109.014675","449012578.616352","516147798.742138","589056603.773585","884873949.579832","925770308.123249","967647058.823529","1037815126.05042","1169047619.04762","1260084033.61345","1417787114.84594","1491596638.65546","1702521008.40336","2100142653.35235","2359555555.55556","2447300000","2936470588.23529","2420260869.56522","2139025000","1244610000","1337300000","2177500000","2240333333.33333","3615647477.05434","3519666338.52454","3923232122.12784","6269511614.66235","6508931651.66667","5276480985.99937","4304398865.88268","3321729057.12215","2857457860.05088","3220439044.18949","3990430446.71216","5755818947.42125","6044585326.938","6269333313.17108","6584815846.52754","5998563257.94659","6193246837.09687","5840503868.57245","6178563590.89254","6336696288.98214","7940362799.17997","9013834373.41246","9942597779.99265","12292813603.2327","14239026629.639","18168902153.8798","20186496527.1256","20176025256.9153","23114293416.3905","24599550623.7254","27291879819.3622","27102650386.6012","24133664284.5089","25995031850.1545","27476945526.013","", +"乌克兰","UKR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","64087694038.2333","74703517902.6642","82709161099.1244","81456918678.5008","77464561149.5103","73942235330.437","65648559903.0571","52549555149.1978","48213868178.0873","44558077827.135","50150399791.647","41883241471.7365","31580639045.454","31261527363.144","37972301334.6736","42351593887.2827","50084197498.4529","64819702951.6826","86057915585.3026","107647920792.079","142579603960.396","179816790704.739","117113410001.027","136013155905.036","163159671670.265","175781379051.433","183310146378.081","133503411375.739","91030959454.6961","93355993628.5042","112190355158.178","130832374404.882","", +"中高等收入国家","UMC","GDP（现价美元）","NY.GDP.MKTP.CD","229239307657.771","209108465398.156","219102229131.074","229418386431.299","259142029891.907","287816798447.279","315865762802.254","320672185046.13","336929077229.574","376798559261.305","413216051448.776","452323973780.564","516656038155.981","670300425805.271","858604950340.615","946132383609.629","1026894489753.96","1147211547723.49","1223282509175","1486267471513.02","1714084748061.09","1861671895045.2","1832694054703.49","1803559679869.2","1862466679650.71","1964514247368.36","2032823536225.21","2029697450219.13","2216974464223.97","2310323578364.56","2683127192348.99","2963317642598.08","2889038473369.16","3131041683501.19","3403966043538.6","3807566239814.07","4147997706755.6","4423640646314.54","4375954465938.61","4139816497682.35","4558738275614.86","4619137394565.92","4632825755758.25","5195088403330.02","6238638661686.47","7511900513304.97","8931036732544.84","11107963026804.2","13583072534398.9","13078172977764.1","15856641374556.9","18969596489951.5","20325179881476.2","21608468942126.5","22301780634014.8","20866337272423.2","20738160554962.4","22851442775056.6","24435128586598.2","", +"乌拉圭","URY","GDP（现价美元）","NY.GDP.MKTP.CD","1242289239.20493","1547388781.43133","1710004407.22785","1539681490.78174","1975701816.46615","1890769326.14221","1809183974.52669","1597721080.00991","1593675330.16467","2004435483.87097","2137096774.19355","2807258064.51613","2189418001.37898","3964295672.52444","4090209681.97172","3538283322.07726","3667161241.48372","4114667062.64917","4910257282.93153","7181185277.98651","10163020115.7344","11048335541.4933","9178802162.6616","5102281255.99986","4850241442.17643","4732017873.38369","5880112788.40947","7367494080.40014","8213515458.51139","8438951476.06644","9298839655.23139","11205971155.2758","12878199880.9839","15002106518.4847","17474647792.3829","19297663096.5506","20515543039.2132","23969823010.4429","25385928198.3212","23983945190.6202","22823255801.8447","20898788416.6348","13606494599.4261","12045631092.5353","13686329890.1191","17362857683.8545","19579457966.0538","23410572634.3147","30366213119.2928","31660911277.0294","40284481651.9021","47962439303.7247","51264390116.4909","57531233350.9101","57236013086.1223","53274304222.136","52687612261.5424","56488991831.0239","59596885024.3487","", +"美国","USA","GDP（现价美元）","NY.GDP.MKTP.CD","543300000000","563300000000","605100000000","638600000000","685800000000","743700000000","815000000000","861700000000","942500000000","1019900000000","1073303000000","1164850000000","1279110000000","1425376000000","1545243000000","1684904000000","1873412000000","2081826000000","2351599000000","2627334000000","2857307000000","3207042000000","3343789000000","3634038000000","4037613000000","4338979000000","4579631000000","4855215000000","5236438000000","5641580000000","5963144000000","6158129000000","6520327000000","6858559000000","7287236000000","7639749000000","8073122000000","8577554463000","9062818211000","9630664202000","10252345464000","10581821399000","10936419054000","11458243878000","12213729147000","13036640229000","13814611414000","14451858650000","14712844084000","14448933025000","14992052727000","15542581104000","16197007349000","16784849190000","17521746534000","18219297584000","18707188235000","19485393853000","20494100000000","", +"乌兹别克斯坦","UZB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","13360607917.8773","13677622222.2222","12941297376.0933","13099013835.5111","12899156990.6156","13350468917.4115","13948892215.5689","14744603773.5849","14988971210.8383","17078465982.0282","13760513969.314","11401421329.1974","9687788512.80184","10134453435.4603","12030023547.8807","14307509838.8053","17330833852.919","22311393927.8817","29549438883.8338","33689223673.2577","39332770928.9426","45915191189.3237","51821573338.1312","57690770140.2657","76658542757.4707","81847410181.7953","81779019095.6692","59159949231.4924","50499920318.2926","", +"圣文森特和格林纳丁斯","VCT","GDP（现价美元）","NY.GDP.MKTP.CD","13066557.7786852","13999883.3343055","14524878.959342","13708219.0981742","14758210.3482471","15108207.4316047","16099865.8344514","15835177.9329133","15350000","16650000","18450000","20051648.1847182","27585488.9918284","30165373.6218865","32924215.8581726","33237164.715642","32792480.9729606","49353161.8518518","60844771.4814815","71096359.6296296","82340339.6296296","102086539.259259","113759203.333333","122255349.62963","135024987.777778","145641705.185185","160846656.666667","175580647.407407","200726712.592593","214745002.222222","240365262.592593","254829629.62963","277954111.111111","286307814.814815","289438481.481481","316008481.481481","331489703.703704","347770000","373619851.851852","390719148.148148","396261370.37037","430039296.296296","461883444.444444","481806296.296296","521975111.111111","550728666.666667","610930037.037037","684446259.259259","695428851.851852","674922481.481482","681225962.962963","676129407.407407","692933740.740741","721208998.225378","727714407.111622","755458031.415067","770762204.076066","785222509.144563","813093984.074074","", +"委内瑞拉玻利瓦尔共和国","VEN","GDP（现价美元）","NY.GDP.MKTP.CD","7779090909.09091","8189090909.09091","8946969696.9697","9753333333.33333","8099318181.81818","8427777777.77778","8781333333.33333","9250000000","10034444444.4444","10285111111.1111","11561111111.1111","12986590909.0909","13977727272.7273","17035581395.3488","26100930232.5581","27464651162.7907","31419534883.7209","36210697674.4186","39316279069.7674","48310930232.5581","59116511627.907","66327441860.4651","67736744186.0465","67556279069.7674","60010285714.2857","61965466666.6667","60391604938.2716","48029034482.7586","60226413793.1034","43526253602.3055","48598315565.032","53476971830.9859","60401798245.614","60065011013.2159","58418666666.6667","77407726244.3439","70543211119.099","85843534588.6206","91331203433.1629","97976886247.3172","117140723529.412","122903960204.505","92893587733.6549","83620628582.1082","112453382329.615","145510008134.75","183477522123.894","230364012575.687","315953388510.678","329787628928.472","393192354510.653","316482190800.364","381286237847.667","371005379786.566","482359318767.703","","","","","", +"英屬維爾京群島","VGB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","", +"美属维京群岛","VIR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","3269000000","3453000000","3799000000","4439000000","4504000000","4803000000","4250000000","4203000000","4339000000","4239000000","4095000000","3762000000","3622000000","3748000000","3863000000","3855000000","","", +"越南","VNM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","14094687820.7445","26336616250.4397","36658108850.3149","25423812648.5941","6293304974.59403","6471740805.56984","9613369520.41885","9866990236.43587","13180953598.1716","16286433533.3228","20736164458.9505","24657470574.7501","26843700441.5482","27209602050.0452","28683659006.7752","31172518403.3162","32685198735.3053","35064105500.8345","39552513316.0734","45427854693.2554","57633255618.2731","66371664817.0436","77414425532.2452","99130304099.1274","106014659770.222","115931749697.241","135539438559.709","155820001920.492","171222025117.381","186204652922.262","193241108709.536","205276172134.901","223779865815.183","244948445308.883","", +"瓦努阿图","VUT","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","119258835.335525","113423181.338956","98746405.3924806","98144643.8965575","110123779.812821","135553763.982667","123698506.111363","118691396.764915","130834145.053665","148545381.418421","144482170.248703","158397403.041175","188869985.673352","196142585.014816","188080374.400605","219260341.050642","233902114.8683","245177633.168933","255890221.800293","262301252.769228","267999225.256634","272014693.050806","257926881.72043","262603781.799059","314463144.04219","364996869.129618","394962552.336108","439376794.094041","526428309.945088","607958616.143415","610066628.693058","700804286.224354","792149700.679116","781702874.106058","801787555.861121","814954306.971033","737917151.424178","787942567.411846","849708342.698412","887817896.301835","", +"世界","WLD","GDP（现价美元）","NY.GDP.MKTP.CD","1370773175299.13","1428243252162.75","1533428552164.23","1651254441090.99","1809566507676.47","1970263431689.46","2137443239818.92","2274766100844.97","2454039687169.93","2702384325609.14","2967134190513.09","3277473529735.25","3780008408344.25","4607296495839.12","5313811666230.22","5916138399186.38","6436618979871.82","7280008873683.09","8570950836042.56","9958993254911.54","11219651208332.4","11616548460676.7","11507419044047.1","11739581031767.4","12172632270220","12786868776197.2","15109518321326.6","17186317201890.2","19226665300870.3","20068920934036.3","22603206098495.3","23942384829866.4","25425855198396.5","25838198034038.6","27753090818176.4","30865108095791.8","31549409160506.7","31435985940809.5","31367309193548.1","32529370037527.9","33581571601703.8","33382422263799","34669304532580.9","38899897038562.5","43811772234694.6","47459060744747.3","51442676003488.1","57968741828029.4","63616066492489.3","60340071198873.6","66036932045341.4","73357420394392","75045654452275.2","77189608277384.9","79296107902414.6","75003074210656.5","76102831192800.1","80891341462319.1","85804390603622","", +"萨摩亚","WSM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","121221651.619316","111862823.574979","109200934.328518","95572172.9835657","100947848.64478","111713922.141578","133016065.416065","122888609.715243","125766269.755358","125597205.422315","132303041.36253","133122897.196262","221098106.508876","224865731.381903","249908970.658971","285475591.89651","269481523.200465","258833766.580017","269019710.327456","273088357.1637","288078881.433056","338838639.378435","420320176.359437","462649043.044658","508503671.284407","550970655.544072","644132488.887141","560959527.824621","643046733.391126","739785121.889922","801168622.338114","804808525.537223","805162576.422974","804100573.408688","786640012.24318","841538412.998896","861494700.74813","", +"科索沃","XKX","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","1849196082.05507","2535333631.88536","2406270658.23024","2790455727.69422","3556757428.82009","3663101604.27807","3846819721.4904","4655899260.88147","5687417606.56218","5653792720.20006","5830463576.15894","6691826522.10175","6499935757.42002","7071959638.87414","7386891336.07536","6440612176.999","6714712389.38053","7227764976.79274","7900268735.55547","", +"也门共和国","YEM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","5647119229.00763","5930370370.37037","6463649985.01648","5368270614.8468","4167356037.1517","4258788725.44991","5785685310.86668","6838557384.40357","6325141675.86989","7641102523.15082","9652436179.64605","9861560094.74009","10694628091.6726","11777966673.3897","13872791658.5487","16746344766.2044","19061978586.1278","21650532264.2322","26910851361.7555","25130274124.2524","30906749533.221","32726417878.391","35401339869.3055","40415233436.1767","43228585321.3272","42628328212.1041","30968242967.7823","26818703092.5852","26914402223.7828","", +"南非","ZAF","GDP（现价美元）","NY.GDP.MKTP.CD","7575396972.87137","7972996813.99047","8497996604.20055","9423396234.41086","10373995854.5513","11334395470.7756","12354995062.944","13777394494.5532","14894594048.1202","16780393294.5548","18418392640.0103","20333691315.355","21357435928.4543","29295674713.3562","36807721039.2511","38114542813.287","36603349968.171","40651349964.651","46739449959.357","57645721015.634","82980483390.5057","85454420504.1014","78423059791.0843","87415851379.4578","77344092904.1052","59082638803.0846","67521602552.6474","88573697221.7221","95176640968.0367","99030856824.7526","115552349035.441","123942759156.416","134544563096.782","134308050011.809","139752515748.806","155460927990.383","147606294673.67","152587423868.182","137774755609.072","136632320704.653","136361298082.061","121514929265.918","115481857072.743","175255777923.458","228590292804.185","257771562353.152","271636512521.322","299416992590.164","286769029768.392","295937388335.714","375348316917.75","416417032178.542","396329389720.235","366644891407.353","350637643679.195","317415623434.305","296340945652.684","349268114386.875","368288203086.63","", +"赞比亚","ZMB","GDP（现价美元）","NY.GDP.MKTP.CD","713000000","696285714.285714","693142857.142857","718714285.714286","839428571.428571","1082857142.85714","1264285714.28571","1368000000","1605857142.85714","1965714285.71429","1825285714.28571","1687000000","1910714285.71429","2268714285.71429","3121833333.33333","2618666666.66667","2746714285.71429","2483000000","2813375000","3325500000","3829500000","3872666666.66667","3994777777.77778","3216307692.30769","2739444444.44445","2281258064.51613","1661948717.94872","2269894736.84211","3713614457.83133","3998637681.15942","3285217391.30435","3378882352.94118","3181921787.7095","3273237853.35689","3656647744.24858","3807067121.8609","3597220962.00017","4303281932.29365","3537683046.02331","3404311976.54941","3600683039.73254","4094480988.11931","4193845678.17033","4901839731.26571","6221077674.77871","8331870169.14977","12756858899.2812","14056957976.2648","17910858637.9048","15328342303.9575","20265556273.582","23460098339.7453","25503370699.2015","28045460442.1876","27150630607.2032","21154394545.895","20954754378.1394","25868142076.7897","26720073435.9014","", +"津巴布韦","ZWE","GDP（现价美元）","NY.GDP.MKTP.CD","1052990400","1096646600","1117601600","1159511700","1217138000","1311435800","1281749500","1397002000","1479599900","1747998800","1884206300","2178716300","2677729400","3309353600","3982161400","4371300700","4318372000","4364382100","4351600500","5177459400","6678868200","8011373800","8539700700","7764067000","6352125900","5637259300","6217523700","6741215100","7814784100","8286322700","8783816700","8641481700","6751472200","6563813300","6890675000","7111270700","8553146600","8529571600","6401968200","6858013100","6689957600","6777384700","6342116400","5727591800","5805598400","5755215200","5443896500","5291950100","4415702800","9665793300","12041655200","14101920300","17114849900","19091020000","19495519600","19963120600","20548678100","22813010116.1292","31000519447.175","", diff --git a/GDP_analyse/Metadata_Indicator_API_NY.GDP.MKTP.CD_DS2_zh_csv_v2_424460.csv b/GDP_analyse/Metadata_Indicator_API_NY.GDP.MKTP.CD_DS2_zh_csv_v2_424460.csv new file mode 100644 index 0000000..c11da52 --- /dev/null +++ b/GDP_analyse/Metadata_Indicator_API_NY.GDP.MKTP.CD_DS2_zh_csv_v2_424460.csv @@ -0,0 +1,2 @@ +"INDICATOR_CODE","INDICATOR_NAME","SOURCE_NOTE","SOURCE_ORGANIZATION", +"NY.GDP.MKTP.CD","GDP（现价美元）","以购买者价格计算的GDP是一个经济体内所有居民生产者创造的增加值的总和加上任何产品税并减去不包括在产品价值中的补贴。计算时未扣除资产折旧或自然资源损耗和退化。数据为现价美元。GDP的美元数据采用单一年份官方汇率从各国货币换算得出。对于官方汇率不反映实际外汇交易中所采用的有效汇率的少数国家，采用的是替代换算因子。","世界银行国民经济核算数据，以及经济合作与发展组织 国民经济核算数据文件。", diff --git a/GDP_analyse/Untitled.ipynb b/GDP_analyse/Untitled.ipynb new file mode 100644 index 0000000..2fd6442 --- /dev/null +++ b/GDP_analyse/Untitled.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/GDP_analyse/test.txt b/GDP_analyse/test.txt new file mode 100644 index 0000000..ca789c3 --- /dev/null +++ b/GDP_analyse/test.txt @@ -0,0 +1,3 @@ +2009,52000000 +2010,936000000 +2011,3360000000 \ No newline at end of file diff --git a/GDP_regression/Country_data.csv b/GDP_regression/Country_data.csv new file mode 100644 index 0000000..3de18dc --- /dev/null +++ b/GDP_regression/Country_data.csv @@ -0,0 +1,267 @@ +"Country Name","Country Code","Region","Income_Group", +"阿鲁巴","ABW","","高收入国家", +"阿富汗","AFG","南亚","低收入国家", +"安哥拉","AGO","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"阿尔巴尼亚","ALB","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"安道尔共和国","AND","","高收入国家", +"阿拉伯联盟国家","ARB","","", +"阿拉伯联合酋长国","ARE","","高收入国家", +"阿根廷","ARG","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"亚美尼亚","ARM","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"美属萨摩亚","ASM","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"安提瓜和巴布达","ATG","","高收入国家", +"澳大利亚","AUS","","高收入国家", +"奥地利","AUT","","高收入国家", +"阿塞拜疆","AZE","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"布隆迪","BDI","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"比利时","BEL","","高收入国家", +"贝宁","BEN","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"布基纳法索","BFA","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"孟加拉国","BGD","南亚","中低等收入国家", +"保加利亚","BGR","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"巴林","BHR","","高收入国家", +"巴哈马","BHS","","高收入国家", +"波斯尼亚和黑塞哥维那","BIH","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"白俄罗斯","BLR","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"伯利兹","BLZ","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"百慕大","BMU","","高收入国家", +"玻利维亚","BOL","拉丁美洲与加勒比海地区（不包括高收入）","中低等收入国家", +"巴西","BRA","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"巴巴多斯","BRB","","高收入国家", +"文莱达鲁萨兰国","BRN","","高收入国家", +"不丹","BTN","南亚","中低等收入国家", +"博茨瓦纳","BWA","撒哈拉以南非洲地区（不包括高收入）","中高等收入国家", +"中非共和国","CAF","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"加拿大","CAN","","高收入国家", +"中歐和波羅的海 +","CEB","","", +"瑞士","CHE","","高收入国家", +"海峡群岛","CHI","","高收入国家", +"智利","CHL","","高收入国家", +"中国","CHN","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"科特迪瓦","CIV","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"喀麦隆","CMR","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"刚果（金）","COD","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"刚果（布）","COG","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"哥伦比亚","COL","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"科摩罗","COM","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"佛得角","CPV","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"哥斯达黎加","CRI","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"加勒比小国","CSS","","", +"古巴","CUB","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"库拉索","CUW","","高收入国家", +"开曼群岛","CYM","","高收入国家", +"塞浦路斯","CYP","","高收入国家", +"捷克共和国","CZE","","高收入国家", +"德国","DEU","","高收入国家", +"吉布提","DJI","中东与北非地区（不包括高收入）","中低等收入国家", +"多米尼克","DMA","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"丹麦","DNK","","高收入国家", +"多米尼加共和国","DOM","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"阿尔及利亚","DZA","中东与北非地区（不包括高收入）","中高等收入国家", +"东亚与太平洋地区（不包括高收入）","EAP","","", +"早人口紅利","EAR","","", +"东亚与太平洋地区","EAS","","", +"欧洲与中亚地区（不包括高收入）","ECA","","", +"欧洲与中亚地区","ECS","","", +"厄瓜多尔","ECU","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"阿拉伯埃及共和国","EGY","中东与北非地区（不包括高收入）","中低等收入国家", +"欧洲货币联盟","EMU","","", +"厄立特里亚","ERI","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"西班牙","ESP","","高收入国家", +"爱沙尼亚","EST","","高收入国家", +"埃塞俄比亚","ETH","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"欧洲联盟","EUU","","", +"脆弱和受衝突影響的情況下 +","FCS","","", +"芬兰","FIN","","高收入国家", +"斐济","FJI","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"法国","FRA","","高收入国家", +"法罗群岛","FRO","","高收入国家", +"密克罗尼西亚联邦","FSM","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"加蓬","GAB","撒哈拉以南非洲地区（不包括高收入）","中高等收入国家", +"英国","GBR","","高收入国家", +"格鲁吉亚","GEO","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"加纳","GHA","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"直布罗陀","GIB","","高收入国家", +"几内亚","GIN","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"冈比亚","GMB","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"几内亚比绍共和国","GNB","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"赤道几内亚","GNQ","撒哈拉以南非洲地区（不包括高收入）","中高等收入国家", +"希腊","GRC","","高收入国家", +"格林纳达","GRD","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"格陵兰","GRL","","高收入国家", +"危地马拉","GTM","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"关岛","GUM","","高收入国家", +"圭亚那","GUY","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"高收入国家","HIC","","", +"中国香港特别行政区","HKG","","高收入国家", +"洪都拉斯","HND","拉丁美洲与加勒比海地区（不包括高收入）","中低等收入国家", +"重债穷国 (HIPC)","HPC","","", +"克罗地亚","HRV","","高收入国家", +"海地","HTI","拉丁美洲与加勒比海地区（不包括高收入）","低收入国家", +"匈牙利","HUN","","高收入国家", +"只有IBRD","IBD","","", +"IBRD与IDA","IBT","","", +"IDA總","IDA","","", +"IDA混合","IDB","","", +"印度尼西亚","IDN","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"只有IDA","IDX","","", +"马恩岛","IMN","","高收入国家", +"印度","IND","南亚","中低等收入国家", +"未分类国家","INX","","", +"爱尔兰","IRL","","高收入国家", +"伊朗伊斯兰共和国 ","IRN","中东与北非地区（不包括高收入）","中高等收入国家", +"伊拉克","IRQ","中东与北非地区（不包括高收入）","中高等收入国家", +"冰岛","ISL","","高收入国家", +"以色列","ISR","","高收入国家", +"意大利","ITA","","高收入国家", +"牙买加","JAM","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"约旦","JOR","中东与北非地区（不包括高收入）","中高等收入国家", +"日本","JPN","","高收入国家", +"哈萨克斯坦","KAZ","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"肯尼亚","KEN","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"吉尔吉斯斯坦","KGZ","欧洲与中亚地区（不包括高收入）","中低等收入国家", +"柬埔寨","KHM","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"基里巴斯","KIR","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"圣基茨和尼维斯","KNA","","高收入国家", +"大韩民国","KOR","","高收入国家", +"科威特","KWT","","高收入国家", +"拉丁美洲与加勒比海地区（不包括高收入）","LAC","","", +"老挝","LAO","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"黎巴嫩","LBN","中东与北非地区（不包括高收入）","中高等收入国家", +"利比里亚","LBR","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"利比亚","LBY","中东与北非地区（不包括高收入）","中高等收入国家", +"圣卢西亚","LCA","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"拉丁美洲与加勒比海地区","LCN","","", +"最不发达国家：联合国分类","LDC","","", +"低收入国家","LIC","","", +"列支敦士登","LIE","","高收入国家", +"斯里兰卡","LKA","南亚","中高等收入国家", +"中低等收入国家","LMC","","", +"中低收入国家","LMY","","", +"莱索托","LSO","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"後期人口紅利","LTE","","", +"立陶宛","LTU","","高收入国家", +"卢森堡","LUX","","高收入国家", +"拉脱维亚","LVA","","高收入国家", +"中国澳门特别行政区","MAC","","高收入国家", +"圣马丁（法属）","MAF","","高收入国家", +"摩洛哥","MAR","中东与北非地区（不包括高收入）","中低等收入国家", +"摩纳哥","MCO","","高收入国家", +"摩尔多瓦","MDA","欧洲与中亚地区（不包括高收入）","中低等收入国家", +"马达加斯加","MDG","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"马尔代夫","MDV","南亚","中高等收入国家", +"中东与北非地区","MEA","","", +"墨西哥","MEX","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"马绍尔群岛","MHL","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"中等收入国家","MIC","","", +"北马其顿","MKD","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"马里","MLI","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"马耳他","MLT","","高收入国家", +"缅甸","MMR","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"中东与北非地区（不包括高收入）","MNA","","", +"黑山","MNE","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"蒙古","MNG","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"北马里亚纳群岛","MNP","","高收入国家", +"莫桑比克","MOZ","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"毛里塔尼亚","MRT","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"毛里求斯","MUS","撒哈拉以南非洲地区（不包括高收入）","中高等收入国家", +"马拉维","MWI","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"马来西亚","MYS","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"北美","NAC","","", +"纳米比亚","NAM","撒哈拉以南非洲地区（不包括高收入）","中高等收入国家", +"新喀里多尼亚","NCL","","高收入国家", +"尼日尔","NER","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"尼日利亚","NGA","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"尼加拉瓜","NIC","拉丁美洲与加勒比海地区（不包括高收入）","中低等收入国家", +"荷兰","NLD","","高收入国家", +"挪威","NOR","","高收入国家", +"尼泊尔","NPL","南亚","低收入国家", +"瑙魯","NRU","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"新西兰","NZL","","高收入国家", +"经合组织成员","OED","","", +"阿曼","OMN","","高收入国家", +"其他小国","OSS","","", +"巴基斯坦","PAK","南亚","中低等收入国家", +"巴拿马","PAN","","高收入国家", +"秘鲁","PER","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"菲律宾","PHL","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"帕劳","PLW","","高收入国家", +"巴布亚新几内亚","PNG","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"波兰","POL","","高收入国家", +"預人口紅利","PRE","","", +"波多黎各","PRI","","高收入国家", +"朝鲜民主主义人民共和国","PRK","东亚与太平洋地区（不包括高收入）","低收入国家", +"葡萄牙","PRT","","高收入国家", +"巴拉圭","PRY","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"约旦河西岸和加沙","PSE","中东与北非地区（不包括高收入）","中低等收入国家", +"太平洋岛国","PSS","","", +"人口紅利之後","PST","","", +"法属波利尼西亚","PYF","","高收入国家", +"卡塔尔","QAT","","高收入国家", +"罗马尼亚","ROU","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"俄罗斯联邦","RUS","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"卢旺达","RWA","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"南亚","SAS","","", +"沙特阿拉伯","SAU","","高收入国家", +"苏丹","SDN","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"塞内加尔","SEN","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"新加坡","SGP","","高收入国家", +"所罗门群岛","SLB","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"塞拉利昂","SLE","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"萨尔瓦多","SLV","拉丁美洲与加勒比海地区（不包括高收入）","中低等收入国家", +"圣马力诺","SMR","","高收入国家", +"索马里","SOM","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"塞尔维亚","SRB","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"撒哈拉以南非洲地区（不包括高收入）","SSA","","", +"南苏丹","SSD","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"撒哈拉以南非洲地区","SSF","","", +"小国","SST","","", +"圣多美和普林西比","STP","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"苏里南","SUR","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"斯洛伐克共和国","SVK","","高收入国家", +"斯洛文尼亚","SVN","","高收入国家", +"瑞典","SWE","","高收入国家", +"斯威士兰","SWZ","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"圣马丁(荷属)","SXM","","高收入国家", +"塞舌尔","SYC","","高收入国家", +"阿拉伯叙利亚共和国","SYR","中东与北非地区（不包括高收入）","低收入国家", +"特克斯科斯群岛","TCA","","高收入国家", +"乍得","TCD","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"东亚与太平洋地区 (IBRD与IDA)","TEA","","", +"欧洲与中亚地区 (IBRD与IDA)","TEC","","", +"多哥","TGO","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"泰国","THA","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"塔吉克斯坦","TJK","欧洲与中亚地区（不包括高收入）","低收入国家", +"土库曼斯坦","TKM","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"拉丁美洲与加勒比海地区 (IBRD与IDA)","TLA","","", +"东帝汶","TLS","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"中东与北非地区 (IBRD与IDA)","TMN","","", +"汤加","TON","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"南亚 (IBRD与IDA)","TSA","","", +"撒哈拉以南非洲地区 (IBRD与IDA)","TSS","","", +"特立尼达和多巴哥","TTO","","高收入国家", +"突尼斯","TUN","中东与北非地区（不包括高收入）","中低等收入国家", +"土耳其","TUR","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"图瓦卢","TUV","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"坦桑尼亚","TZA","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"乌干达","UGA","撒哈拉以南非洲地区（不包括高收入）","低收入国家", +"乌克兰","UKR","欧洲与中亚地区（不包括高收入）","中低等收入国家", +"中高等收入国家","UMC","","", +"乌拉圭","URY","","高收入国家", +"美国","USA","","高收入国家", +"乌兹别克斯坦","UZB","欧洲与中亚地区（不包括高收入）","中低等收入国家", +"圣文森特和格林纳丁斯","VCT","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"委内瑞拉玻利瓦尔共和国","VEN","拉丁美洲与加勒比海地区（不包括高收入）","中高等收入国家", +"英屬維爾京群島","VGB","","高收入国家", +"美属维京群岛","VIR","","高收入国家", +"越南","VNM","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"瓦努阿图","VUT","东亚与太平洋地区（不包括高收入）","中低等收入国家", +"世界","WLD","","", +"萨摩亚","WSM","东亚与太平洋地区（不包括高收入）","中高等收入国家", +"科索沃","XKX","欧洲与中亚地区（不包括高收入）","中高等收入国家", +"也门共和国","YEM","中东与北非地区（不包括高收入）","低收入国家", +"南非","ZAF","撒哈拉以南非洲地区（不包括高收入）","中高等收入国家", +"赞比亚","ZMB","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", +"津巴布韦","ZWE","撒哈拉以南非洲地区（不包括高收入）","中低等收入国家", diff --git a/GDP_regression/GDP_data.csv b/GDP_regression/GDP_data.csv new file mode 100644 index 0000000..55aa887 --- /dev/null +++ b/GDP_regression/GDP_data.csv @@ -0,0 +1,265 @@ +"Country Name","Country Code","Indicator Name","Indicator Code","1960","1961","1962","1963","1964","1965","1966","1967","1968","1969","1970","1971","1972","1973","1974","1975","1976","1977","1978","1979","1980","1981","1982","1983","1984","1985","1986","1987","1988","1989","1990","1991","1992","1993","1994","1995","1996","1997","1998","1999","2000","2001","2002","2003","2004","2005","2006","2007","2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019", +"阿鲁巴","ABW","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","405463417.11746","487602457.746416","596423607.114715","695304363.031101","764887117.194486","872138730.754587","958463200.205402","1082979707.65566","1245688253.10539","1320474860.3352","1379960893.85475","1531944134.07821","1665100558.65922","1722798882.68156","1873452513.96648","1920111731.84358","1941340782.12291","2021229050.27933","2228491620.11173","2330726256.98324","2424581005.58659","2615083798.88268","2745251396.64804","2498882681.56425","2390502793.29609","2549720670.39106","2534636871.50838","2581564245.81006","2649720670.39106","2691620111.73184","2646927374.30168","2700558659.21788","","", +"阿富汗","AFG","GDP（现价美元）","NY.GDP.MKTP.CD","537777811.111111","548888895.555556","546666677.777778","751111191.111111","800000044.444444","1006666637.77778","1399999966.66667","1673333417.77778","1373333366.66667","1408888922.22222","1748886595.55556","1831108971.11111","1595555475.55556","1733333264.44444","2155555497.77778","2366666615.55556","2555555566.66667","2953333417.77778","3300000108.88889","3697940409.61098","3641723321.99546","3478787909.09091","","","","","","","","","","","","","","","","","","","","","4055176933.36905","4515563413.82564","5226775163.30205","6209140044.00519","6971286731.72065","9747886104.53251","10109218067.7904","12439087076.7667","15856574731.4411","17804280538.1102","20001615788.6719","20561054090.3995","20484873230.2111","19907111418.9938","19362642266.6484","20191764940.1602","19362969582.3643","", +"安哥拉","AGO","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","5930503400.83228","5550483035.90815","5550483035.90815","5784341596.36339","6131475065.23832","7553560459.10428","7072063345.44786","8083872012.47326","8769250549.73596","10201099039.5655","11228764963.1618","10603784541.197","8307810973.58848","5768720421.61367","4438321017.39068","5538749259.94714","7526446605.51712","7648377412.83277","6506229607.29432","6152922942.98032","9129594818.60749","8936063723.20121","15285594828.418","17812705294.325","23552052407.5488","36970918699.2523","52381006892.038","65266452081.386","88538611205.1433","70307163678.238","83799496611.2004","111789686464.441","128052853643.106","136709862831.194","145712200312.505","116193649124.151","101123851090.455","122123822333.591","105750987618.63","", +"阿尔巴尼亚","ALB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","1857338011.85488","1897050133.42015","2097326250","2080796250","2051236250","2253090000","2028553750","1099559027.77778","652174990.837304","1185315468.46295","1880951520.3972","2392764853.42107","3199642579.96974","2258515610.08862","2545967253.2416","3212119044.17089","3480355188.60063","3922099470.97313","4348070165.19261","5611492282.86582","7184681398.5698","8052075642.10781","8896073938.31407","10677321490.3807","12881353507.8539","12044208085.864","11926953213.6961","12890866742.6533","12319784886.2038","12776280961.155","13228247844.1247","11386931489.7968","11861352704.87","13025062195.7906","15058879128.6536","", +"安道尔共和国","AND","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","78619206.0850963","89409820.3592814","113408231.944085","150820102.798401","186558696.279204","220127246.376812","227281024.620741","254020153.340635","308008897.569444","411578334.159643","446416105.825017","388958731.302938","375895956.383462","327861832.946636","330070689.298282","346737964.774951","482000594.03588","611316399.407088","721425939.15155","795449332.396346","1029048481.88051","1106928582.86629","1210013651.87713","1007025755.00065","1017549124.33238","1178738991.19295","1223945356.62682","1180597272.72727","1211932397.81713","1239876305.13531","1434429703.33518","1496912751.67785","1733116883.11688","2398645598.19413","2935659299.72684","3255789080.96008","3543256805.92147","4016972351.49192","4007353156.58415","3660530702.97305","3355695364.23841","3442062830.13622","3164615186.94591","3281585236.32501","3350736367.25488","2811489408.89431","2877311946.90265","3013387423.93509","3236543909.34844","", +"阿拉伯联盟国家","ARB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","25800420222.6921","28342519494.0643","31922432897.0609","36946286419.8104","44066761651.0649","55776586530.5686","105527467635.091","116892827867.675","145248809080.621","167282389074.525","183716163415.297","248663012539.485","337194058933.763","347641502767.773","326100368169.541","306342010686.603","310748337925.361","307598042505.916","293623508043.854","313040206369.594","307889062413.156","322859532931.739","446901684420.875","440649432072.993","471671634103.682","477133962042.005","487661715245.43","523928956600.448","578398811758.025","613432360792.61","591681589857.127","644050661585.064","735188056517.167","723449066469.795","729231446595.318","823341300650.195","964327345387.531","1185142919458.18","1404653310998.68","1638213879955.77","2078823967037.02","1796358749934.16","2110062113014.68","2501833645178.18","2787005632800.05","2867265277713.17","2908360229229.29","2557989964900.41","2506119300749.31","2588873647194.9","2781589257561.09","", +"阿拉伯联合酋长国","ARE","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","14720672506.5004","19213022691.0526","24871775164.6043","23775831783.4263","31225463217.7582","43598748449.0479","49333424135.1131","46622718605.2847","42803323345.1376","41807954235.903","40603650231.5445","33943612094.7971","36384908744.2114","36275674203.2144","41464995913.9199","50701443748.2975","51552165622.4462","54239171887.769","55625170253.337","59305093979.842","65743666575.8649","73571233996.1863","78839008444.5655","75674336283.1858","84445473110.9598","104337372362.151","103311640571.818","109816201497.617","124346358066.712","147824370319.946","180617018379.85","222116541865.214","257916133424.098","315474615738.598","253547358747.447","289787338325.391","350666031313.819","374590605854.323","390107556160.654","403137100068.073","358135057862.492","357045064669.843","382575085091.899","414178897208.986","", +"阿根廷","ARG","GDP（现价美元）","NY.GDP.MKTP.CD","","","24450604877.6081","18272123664.4715","25605249381.7597","28344705966.6389","28630474727.9023","24256667553.2569","26436857247.4982","31256284543.6155","31584210365.5447","33293199095.4881","34733000536.2862","52544000116.9037","72436777342.4554","52438647921.9226","51169499890.7722","56781000100.9448","58082870156.2634","69252328953.3789","76961923741.9478","78676842366.4213","84307486836.724","103979106777.911","79092001998.032","88416668900.2596","110934442762.694","111106191358.197","126206817196.091","76636898036.4712","141352368714.691","189719984268.485","228788617201.696","236741715015.015","257440000000","258031750000","272149750000","292859000000","298948250000","283523000000","284203750000","268696750000","97724004251.8602","127586973492.177","164657930452.787","198737095012.282","232557260817.308","287530508430.568","361558037110.419","332976484577.619","423627422092.49","530163281574.658","545982375701.128","552025140252.246","526319673731.638","594749285413.212","557531376217.967","642695864756.35","518475134084.357","", +"亚美尼亚","ARM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","2256838858.42714","2068526521.90299","1272577456.12712","1201313201.01272","1315158670.28285","1468317350.06841","1596968913.27897","1639492424.36472","1893726437.26462","1845482181.44801","1911563665.39006","2118467913.37873","2376335048.39976","2807061008.69084","3576615240.41616","4900469950.09033","6384451606.1421","9206301700.39619","11662040713.8753","8647936747.98704","9260284937.79782","10142111334.4961","10619320048.5857","11121465767.4067","11609512939.7543","10553337672.9872","10546135160.031","11527458565.7334","12433089919.0459","", +"美属萨摩亚","ASM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","514000000","527000000","512000000","503000000","496000000","520000000","563000000","678000000","576000000","574000000","644000000","641000000","643000000","661000000","653000000","634000000","","", +"安提瓜和巴布达","ATG","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","77496753.7037037","87879341.4814815","109079978.888889","131431026.666667","147841734.444444","164369278.888889","182144092.962963","208372846.296296","240923924.814815","290440140.740741","337174861.851852","398637727.777778","438794788.518519","459469058.888889","481706333.333333","499281148.148148","535172777.777778","589429592.592593","577280740.740741","633730629.62963","680617111.111111","727860592.592593","766198925.925926","830158777.777778","800740259.259259","814615333.333333","855643111.111111","919577148.148148","1022191296.2963","1157005444.44444","1311401333.33333","1368431037.03704","1224253000","1152469074.07407","1142042925.92593","1211411703.7037","1192919629.62963","1275576777.77778","1359194740.74074","1464630213.33333","1510084750.74074","1623804016.2963","", +"澳大利亚","AUS","GDP（现价美元）","NY.GDP.MKTP.CD","18577668271.9229","19653936611.0427","19892485160.7123","21507447642.5132","23764139321.3126","25937954978.161","27268451114.3465","30397580916.116","32665472057.3412","36628961809.8331","41271138985.3287","45149512823.3845","51967289719.6262","63738629083.9206","88831245394.252","97171924074.8327","104921215177.108","110201881165.405","118339724791.338","134712029989.776","149776044568.245","176643445953.791","193771378130.862","177030416471.689","193242166274.226","180235483623.533","182038332400.672","189059025939.651","235660651920.838","299263903590.913","310774913428.242","325306490856.291","324873490732.908","311539488476.672","322208924247.665","367216364716.365","400302731411.229","434568007512.913","398899138574.239","388608221581.652","415222633925.768","378376086723.194","394648911678.526","466488060570.763","612490396927.017","693407758231.845","746054207846.661","853099630996.31","1053995523724.26","927805183330.879","1146138465603.81","1396649906339.35","1546151783872.96","1576184467015.49","1467483705131.74","1351520093185.79","1210028388411.7","1330803227996.08","1432195178668.32","", +"奥地利","AUT","GDP（现价美元）","NY.GDP.MKTP.CD","6592693841.18495","7311749633.36229","7756110210.11966","8374175257.73075","9169983885.71185","9994070615.85997","10887682273.1014","11579431668.9165","12440625312.8685","13582798556.2404","15373005768.7219","17858485956.6031","22059612417.4058","29515467987.912","35189299985.2768","40059206763.056","42959976068.1138","51545759220.7143","62052258694.2102","73937296654.6577","82058912465.4329","71034228097.4598","71275287327.5793","72121016623.2572","67985345161.9558","69386774474.5943","99036165209.5539","124168442860.253","133339397080.129","133105805928.237","166463386663.439","173794177725.398","195078126346.106","190379720927.481","203535242741.838","241038283062.645","237250948791.266","212790348404.555","218259904401.956","217185787342.851","196799778883.361","197337879194.631","213377771503.858","261695778781.038","300904221504.842","315974418604.651","335998557270.104","388691445387.353","430294287388.311","400172297860.517","391892746544.69","431120310088.82","409425234155.263","430068712971.867","441996131736.508","381805676697.707","394052818287.788","416835975862.194","455736580716.185","", +"阿塞拜疆","AZE","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","8858006035.91566","8792365810.5094","4991350457.5425","3970953395.51544","3313939553.5418","3052467522.36104","3176703092.30412","3962735257.21455","4446370371.15023","4581246713.32066","5272617196.04517","5707720390.8515","6235856819.58445","7276013031.96905","8680370408.05943","13245716099.0057","20982986344.3027","33050343782.7759","48852482960.0779","44291490420.5026","52902703376.1056","65951627200.2026","69683935845.2138","74164435946.4627","75244294275.1498","53074468085.1064","37867518957.1975","40865558912.3867","46939529411.7647","", +"布隆迪","BDI","GDP（现价美元）","NY.GDP.MKTP.CD","195999990","202999992","213500006","232749998","260750008","158994962.962963","165444571.428571","178297142.857143","183200000","190205714.285714","242732571.428571","252842285.714286","246804571.428571","304339839.552146","345263492.063492","420986666.666667","448412753.623188","547535555.555556","610225555.555556","782496666.666667","919726666.666667","969046666.666667","1013222222.22222","1082926304.46477","987143931.166987","1149979285.77347","1201725497.06578","1131466494.01101","1082403219.48787","1113924130.41149","1132101252.51817","1167398478.3459","1083037670.60484","938632612.026359","925030590.153683","1000428393.88528","869033856.317093","972896267.915425","893770806.077641","808077223.365746","870486065.883137","876794723.068586","825394490.159111","784654423.620476","915257323.3961","1117113045.65222","1273375020.26862","1356199364.85882","1611835901.9063","1781455092.07114","2032135246.50004","2235820867.82743","2333308099.46249","2451625332.74584","2705783272.07443","3104394858.11518","2959185295.39019","3172416146.3921","3078029929.10347","", +"比利时","BEL","GDP（现价美元）","NY.GDP.MKTP.CD","11658722590.99","12400145221.595","13264015675.3193","14260017387.0492","15960106680.6732","17371457607.9374","18651883472.4808","19992040788.4593","21376353113.475","23710735894.7022","26849148285.599","29981290025.4913","37408591329.8506","47999363071.8278","56333010459.8177","66029748930.5693","71494539498.4326","83283328418.6832","101788475086.461","116938066868.465","127508202372.741","105290614080.834","92588895020.3073","87650915976.3314","83795680815.4147","86730038793.3963","120661220335.922","150194077687.736","163167853538.124","165100094594.595","206430841501.69","211637816538.689","236038384441.656","225924679920.709","246194938750.904","289567323481.117","281358175895.766","254813599458.728","260601911535.897","260202429149.798","237904919845.218","237841968680.09","258860436664.784","319002821670.429","370885026074","387365750528.541","409813197842.178","471821105940.323","518625897172.99","484552792442.345","483548031197.108","527008453886.929","497884216568.867","520925468952.938","530808391525.11","455940347170.37","469677213719.194","494901708704.269","531766935070.733","", +"贝宁","BEN","GDP（现价美元）","NY.GDP.MKTP.CD","226195579.35701","235668222.429984","236434906.75427","253927646.475909","269818988.259263","289908720.648622","302925280.773564","306222000.407316","326323097.355964","330748211.459737","333627758.154666","335072975.215766","410331900.950531","504376035.716401","554654786.965107","676870140.341529","698408244.385343","750049739.152238","928843304.783965","1186231265.18417","1405251547.23882","1291119965.11262","1267778489.03079","1095348302.91865","1051133927.00009","1045712703.02696","1336102040.71025","1562412030.34838","1620246187.15171","1502294411.46202","1959965243.76269","1986437859.90346","1695315305.70308","2274557914.07481","1598075932.35432","2169627250.93379","2361116587.86079","2268301537.65128","2455092582.30927","2689787917.50711","2569186642.86999","2680213931.46472","3054571081.6912","3905366187.87017","4521424807.22519","4803702821.08056","5142380779.44103","5969535131.58016","7132787396.66547","7097198711.61023","6970240895.49888","7814081155.64988","8152554487.31321","9157355679.70205","9707432015.61441","8291155880.59505","8573159696.61128","9246696923.66155","10358985583.235","", +"布基纳法索","BFA","GDP（现价美元）","NY.GDP.MKTP.CD","330442817.168859","350247237.11684","379567178.256898","394040749.12567","410321785.631059","422916848.424208","433889831.584706","450753993.176448","460442864.205949","478298781.545658","458404330.125096","482411278.982439","578595583.975723","674773821.151416","751133642.647461","939972703.463021","976547572.215824","1131225278.77773","1475584037.28156","1748480982.18517","1928720390.28869","1775842679.94056","1754450379.2077","1600278756.43589","1459880352.6483","1552493413.98989","2036303381.20142","2369835438.62393","2616040645.87263","2615588545.68629","3101301780.95067","3135045684.1006","2240264711.54816","2332018010.55341","1895290964.80829","2379518099.2266","2586550747.09844","2447669403.89018","2804902723.73145","2993753187.09677","2628920056.10098","2812845513.57125","3205592289.79773","4205691222.11396","4838551099.70985","5462709498.45119","5816310157.71765","6771277870.96412","8369637065.40255","8369175126.25316","8979966766.07232","10724063457.8326","11166063466.5623","11947176341.9966","12377391462.6377","10419303761.3524","10886363726.8422","12322864244.9183","14441763758.6919","", +"孟加拉国","BGD","GDP（现价美元）","NY.GDP.MKTP.CD","4274893913.49536","4817580183.60155","5081413339.78635","5319458351.16235","5386054619.34987","5906636557.00092","6439687598.32325","7253575399.3215","7483685473.51275","8471006100.95399","8992721809.39332","8751842839.79658","6288245866.66667","8086725729.3407","12512460519.7088","19448348073.4565","10117113333.3333","9651149301.8746","13281767142.8571","15565480321.9448","18138049095.6072","20249694002.448","18525399201.5968","17609048821.5488","18920840000","22278423076.9231","21774033333.3333","24298032258.0645","26579005760.3486","28781714763.8012","31598341233.559","30957483949.5798","31708874594.1645","33166519417.9894","33768660882.793","37939748768.6567","46438484107.5795","48244309133.4895","49984559471.3656","51270569883.5275","53369787318.6245","53991289844.3291","54724081490.5102","60158929188.2556","65108544250.0425","69442943089.4309","71819083683.7403","79611888213.148","91631278239.3237","102477791472.39","115279077465.226","128637938711.386","133355749482.478","149990451022.29","172885454931.453","195078678697.23","221415188000.475","249723862487.361","274024958965.892","", +"保加利亚","BGR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","19839230769.2308","19870000000","19342000000","16563666666.6667","17594944444.4444","17155421052.6316","20249294117.6471","28101000000","22555941176.4706","21988444444.4444","20632090909.0909","10943548387.0968","10350515463.9175","10829710144.9275","9697416974.16974","18867559523.8095","12184935356.9421","11211546465.3071","14942172233.5833","13531969309.4629","13153016530.8718","14075616789.4905","16276456427.5397","20982685981.4163","25957970922.4811","29636617749.8253","34130122490.8613","44411476557.0329","54409138498.3548","51884481410.3931","50610058210.3696","57418414504.0882","53903022339.0276","55555171009.772","56814543481.2102","50201314894.5817","53240950226.2443","58220973782.7715","65132951116.4756","", +"巴林","BHR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","3072698328.46909","3467819148.93617","3645744680.85106","3735106382.97872","3905585106.38298","3651861702.12766","3052393617.02128","3392021010.6383","3702393617.02128","3863563829.78723","4229787234.04255","4616223404.25532","4751063829.78723","5200265957.44681","5567553457.44681","5849467819.14894","6101861436.17021","6349202393.61702","6183776595.74468","6621010372.34043","9062906914.89362","8976207712.76596","9632155053.19149","11074822074.4681","13150166755.3191","15968726861.7021","18505053191.4894","21730000000","25710877659.5745","22938218085.1064","25713271276.5957","28776595744.6809","30749308510.6383","32539547872.3404","33387712765.9575","31125851063.8298","32250132978.7234","35432686170.2128","37746196808.5106","", +"巴哈马","BHS","GDP（现价美元）","NY.GDP.MKTP.CD","169803921.568627","190098039.215686","212254901.960784","237745098.039216","266666666.666667","300392156.862745","340000000","390196078.431373","444901960.784314","528137254.901961","538423153.692615","573400000","590900000","670900000","632400000","596200000","642100000","713000000","832400000","1139800100","1335300000","1426500000","1578300000","1732800000","2041100000","2320699900","2472500000","2713999900","2817900000","3062000000","3166000000","3111160000","3109000000","3092000000","3259000000","3429000000","3609000000","6332360000","6833220000","7683870000","8076470000","8317830000","8881160000","8870090000","9055290000","9836200000","10167250000","10618340000","10526000000","9981960000","10095760000","10070450000","10720500000","10627600000","10957300000","11792300000","11838800000","12162100000","","", +"波斯尼亚和黑塞哥维那","BIH","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","1255802469.1358","1866572953.73666","2786045321.63743","3671816504.23851","4116699437.4041","4685733115.46841","5505887894.48893","5748993411.42021","6651106833.49374","8369878822.85055","10596205714.2857","11222953519.4252","12864610993.5219","15778767669.6991","19112739664.4697","17613836209.9581","17176781336.7644","18644723860.9709","17226849297.07","18178503835.4491","18558343508.3435","16211541253.1897","16913330693.9653","18080118128.3854","19781776101.3881","", +"白俄罗斯","BLR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","21650000000","18000000000","17037037037.037","16280991735.5372","14932024169.1843","13972676840.918","14756846153.8462","14128408565.7064","15222012660.4232","12138486532.0203","12736856827.9847","12354820143.8849","14594249022.8922","17827791321.3067","23144351851.8519","30207567316.6202","36954312354.3124","45277399813.6067","60763483146.0674","50874078052.2735","58665088956.0255","61757788944.7236","65685102554.8759","75527984234.2342","78813839984.3506","56454734396.5842","47722657820.6675","54726595249.1849","59662495092.2654","", +"伯利兹","BLZ","GDP（现价美元）","NY.GDP.MKTP.CD","28071888.5622288","29964370.7125857","31856922.8615428","33749405.0118998","36193826.1234775","40069930.0699301","44405594.4055944","47379310.3448276","44910179.6407186","47305389.2215569","53233532.9341317","59207317.0731707","66062500","78343558.2822086","103216374.269006","118066298.342541","96905829.5964126","117650000","136300000","151800000","197938222.429283","196089854.656347","182206326.985709","192103185.955321","214381949.01938","212643742.664706","231638320.535566","281082558.5859","320093360.27245","369133890.704745","412086445.492177","444720750","518239100","559858250","580863700","620140400","641383800","654314350","688992450","732732350","832072450","871860600","932551850","990374050","1057845500","1114202700","1217442150","1290542550","1368625150","1335217500","1396731700","1486595750","1563827850","1608442150","1692955750","1762500450","1806646250","1862614800","1925000000","", +"百慕大","BMU","GDP（现价美元）","NY.GDP.MKTP.CD","84466654.0801544","89249986.7007156","94149985.9705588","96366652.3069165","107566650.637987","114339048.962736","134173373.782802","155102984.621576","150000000","164900000","186300000","211100000","235400000","269500000","312600000","345000000","386300000","447000000","475800000","517200000","613299968","739100032","785500032","889400000","985699968","1039500032","1173500032","1296499968","1415100032","1501500032","1592400000","1634899968","1679900032","1820359936","1867160064","2030749952","2695390000","2932827000","3130748000","3324433000","3480219000","3680483000","3937228000","4186525000","4484703000","4868136000","5414299000","5895048000","6109928000","5806378000","5744414000","5550771000","5537537000","5573710000","","","","","","", +"玻利维亚","BOL","GDP（现价美元）","NY.GDP.MKTP.CD","373879363.595386","406684585.719294","444665186.397102","478805990.083307","539491477.320156","604377104.377104","669191919.191919","755808080.808081","857912457.912458","929629629.629629","1017003367.00337","1095622895.6229","1257615644.97932","1262968515.74213","2100249875.06247","2404697651.17441","2731984007.996","3227436281.85907","3758220889.55522","4421343606.18135","4526916802.61011","5872756933.11582","5587490264.8127","5422440961.87886","6169501037.97622","5377277406.71638","3958338883.22338","4323623622.1622","4597615562.66594","4715978868.21613","4867582620.20708","5343274311.56789","5643893347.00679","5734676560.92471","5981244886.917","6715220507.05164","7396966657.47054","7925673448.41368","8497545598.08352","8285075872.27307","8397912509.09679","8141537937.61068","7905485216.17852","8082364868.39357","8773451738.91129","9549077869.1065","11451869164.7112","13120183156.7149","16674324634.2373","17339992165.2422","19649631450.6819","23963033588.0063","27084497539.7974","30659338784.3705","32996188133.1404","33000198263.3864","33941126193.9219","37508642257.5977","40287647756.8741","", +"巴西","BRA","GDP（现价美元）","NY.GDP.MKTP.CD","15165569912.5199","15236854859.469","19926293839.0163","23021477292.2093","21211892259.9904","21790035117.19","27062716577.9111","30591834053.9653","33875881876.3672","37458898243.8609","42327600098.2412","49204456700.4516","58539008786.3684","79279057730.829","105136007528.76","123709376567.89","152678020452.829","176171284311.761","200800891870.164","224969488835.181","235024598983.261","263561088977.129","281682304161.041","203304515490.795","209023912696.839","222942790435.299","268137224729.722","294084112392.66","330397381998.489","425595310000","461951782000","602860000000","400599250000","437798577639.752","558111997497.263","769305386182.849","850426432991.742","883199625324.675","863723411632.917","599388579985.673","655420645476.906","559372276081.966","507962487700.024","558319920831.979","669316654017.094","891630177251.068","1107640289615.23","1397084349956.35","1695824565983.2","1667019783585.08","2208871646202.82","2616201578192.25","2465188674415.03","2472806456101.29","2455994050148.75","1802214373741.32","1796275437087.99","2053594973992.61","1868626087908.48","", +"巴巴多斯","BRB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","311809337.474355","402178605.019554","435911268.58968","495097667.929041","552883707.055138","670362452.145379","860388803.261572","946949734.002884","989409834.43544","1050514592.55208","1144931139.06429","1198329438.67151","1315616765.27619","1448714761.59698","1540893949.18709","1703972555.06389","2023318251.8769","2007109829.46353","1950900000","2046189031.96937","2151295182.22045","2261969870.23318","2411872918.01323","2549296474.91672","2874459304.92716","3012081738.17929","3121500000","3116650000","3169600000","3274850000","3514350000","3897300000","4176500000","4672250000","4782000000","4479950000","4529900000","4660900000","4656350000","4612500000","4608350000","4584150000","4529050000","4673500000","","", +"文莱达鲁萨兰国","BRN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","114040245.655299","132758395.400497","139030445.576898","160819286.554292","161211289.690318","179080099.307461","197523179.241883","270818555.823521","433092003.579273","1073577085.64159","1168304305.65513","1423061356.64562","1732721160.94122","1941600703.60598","2803780005.51826","4928824957.9675","4366213849.57637","4264252336.4486","3844723142.45149","3782523088.4628","3523612563.06532","2358592817.12134","2754463437.79677","2690717551.18267","2985467979.28524","3520551724.13793","3701667052.55846","4183548189.07305","4105706151.75145","4087337959.93191","4734020036.68689","5115602836.87943","5197332974.13793","4051147227.53346","4600000000","6001153306.2645","5601090584.36122","5843329107.56171","6557333084.60567","7872333215.00414","9531402847.87311","11470703002.0769","12247694247.2298","14393099068.5859","10732366286.2643","13707370737.0737","18525319977.7407","19048495518.5659","18093829923.2737","17098342541.4365","12930394937.8137","11400653949.1783","12128088999.9276","13567099497.8279","", +"不丹","BTN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","135653295.165394","146391639.722864","148934334.038055","165585940.594059","169264991.197183","172217502.021019","201375725.614592","253182453.703704","283855833.333333","275949889.09427","299787275.842376","250045839.929639","250794359.567901","235239570.350935","270801565.189672","303053462.843047","316420860.852385","365964500.137703","376955087.251575","419035810.496981","439158233.199822","476360697.181606","537050133.717342","622026107.771576","702682018.976169","818869145.124717","897731524.929922","1196091805.02316","1258332337.28382","1264758197.96593","1585472534.10547","1820207625.80217","1823692109.61652","1798333725.83954","1976938529.72743","2059809919.89325","2219675780.89539","2528007911.35353","2534965162.78084","", +"博茨瓦纳","BWA","GDP（现价美元）","NY.GDP.MKTP.CD","30412308.9864012","32902336.644746","35643207.6265246","38091150.566196","41613969.0506064","45790869.7473126","51464435.1464435","58646443.5146444","66248256.6248257","77356914.0788191","96245114.4611949","126957494.407159","165258093.875959","244129088.027662","306033848.417954","355172413.793103","372010119.595216","451603325.415677","590376720.598889","819877300.613497","1060923829.13021","1073861599.13948","1014907254.54016","1172258182.14969","1240796364.75662","1114764007.14811","1392634771.9653","1965274882.36345","2644536804.11244","3083800684.89751","3790567051.86778","3942792837.35655","4146513722.33019","4160086253.1468","4259330999.03151","4730611067.02258","4847752842.78924","5020214747.45261","4790458837.17078","5484257417.17845","5788329609.15755","5489608299.66445","5438857106.73536","7511582173.37724","8957467706.5354","9931134940.51346","10126940513.3125","10939053365.4786","10945070441.9283","10267133177.7334","12786654365.8738","15351972229.5341","16067155187.0375","14901750764.9811","16250750259.0212","14420604205.7459","15646323340.5497","17406565823.2986","18616018903.4434","", +"中非共和国","CAF","GDP（现价美元）","NY.GDP.MKTP.CD","112155598.949571","123134584.467673","124482748.937917","129379097.888958","142025069.461676","150574816.300764","157930041.875883","163820538.867947","191767436.956884","188039191.323608","189106554.521277","201450768.367553","230317908.038643","271183061.359635","281398668.160613","378660016.265936","451152449.984411","507298120.68315","610578523.761178","700764892.704831","797048028.773247","694803502.722356","748312283.726758","658679394.907969","637820620.670195","864849765.059664","1122265026.38274","1200991825.95398","1264899368.20165","1233930277.04922","1440711395.67069","1377375030.52921","1411917558.45855","1278781166.72188","851174350.649409","1115389731.79119","1007791186.20106","937741468.029676","967338348.658314","999477510.686632","914500299.097034","931833302.752857","991387870.12463","1139754799.16304","1270080250.65268","1337362392.15225","1460561215.4447","1697565948.65323","1985240986.18508","2059094048.26019","2140503193.16261","2434792412.50855","2510270267.72918","1700627479.55631","1904794555.18138","1709221159.20294","1844714794.83758","2167501639.76783","2379716827.4977","", +"加拿大","CAN","GDP（现价美元）","NY.GDP.MKTP.CD","","41555987614.79","42868091992.7502","45713151050.4928","50126643039.3997","55342244542.8855","62015172913.0879","66664932950.7379","72919560567.0802","80349194243.7218","87896095224.4234","99271961477.5203","113082820992.019","131321859214.079","160408697648.262","173834029787.652","206575564401.623","211612156934.65","218632867449.812","243072102185.419","273853826377.01","306214863624.99","313506525087.136","340547711781.889","355372558103.621","364756499450.751","377437927311.983","431316742081.448","507354351182.254","565055743243.243","593929550908.468","610328183643.188","592387689252.916","577170761956.438","578139279437.61","604031623433.401","628546387972.131","652823920265.781","631813279406.808","676084000807.7","742295468318.632","736379777892.562","757950678646.53","892382413817.715","1023196771714.07","1169357979864.66","1315415197461.21","1464977190205.75","1549131208997.19","1371153004986.44","1613542812589.39","1789140665202.84","1823966686523.63","1842018420853.1","1801480123070.82","1552899925233.71","1526705529135.32","1646867220617.47","1712510030034.05","", +"中歐和波羅的海","CEB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","261332975035.183","242272304695.439","258230849613.15","271638804645.411","308130899656.507","392061286235.934","414792036192.508","408929867480.832","447704623973.232","433965347090.384","427646547096.422","468052315115.727","527313603994.943","632735520593.241","761578256534.125","884976498662.571","1000876386006.99","1264555556271.88","1530305253849.27","1287790847790.09","1312306614706.01","1445166364927.32","1351020408339.39","1421923544401.21","1464718685618.07","1287360865864.85","1315627473799.51","1455568032701.07","1631295964301.68","", +"瑞士","CHE","GDP（现价美元）","NY.GDP.MKTP.CD","9522746719.21614","10712712465.0522","11879982758.5619","13063643795.7884","14480556571.5476","15346741669.7575","16480058704.8531","17740013179.26","18942729779.1","20524886616.4789","","","","","","","","","","","119008334606.433","108993981315.548","111711490075.358","111314328474.108","106285277141.763","107766112124.049","154482372838.957","193466104144.313","209298156700.608","202078703955.009","258066552980.132","261113787377.964","271814366804.153","264353008121.278","292646657673.466","342617007103.594","330091688349.515","286519135326.948","295045152020.968","289912492344.561","272055499940.786","278631271391.325","301416810214.295","352914820747.011","394163688620.828","408689353999.357","430921192375.179","479913034321.893","554363487120.303","541506500413.565","583782977866.405","699579638638.226","668043614122.87","688504173431.454","709182559935.301","679832291693.257","670181065629.156","678965423322.021","705501304688.699","", +"海峡群岛","CHI","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","5945677376.61477","6262740656.85164","6439703434.71024","6232906290.4851","6663669064.7482","7332244897.95918","8553643354.08275","8827272727.27273","9676172953.08188","11514605842.3369","","","","","","","","","","","","", +"智利","CHL","GDP（现价美元）","NY.GDP.MKTP.CD","4110000000","4609727272.72727","5416272727.27273","5668187500","5982347826.08696","6026593750","7072641025.64103","7013196078.43137","7167086956.52174","8377093023.25582","9126309734.51328","10884114754.0984","11853817307.6923","16836261173.1844","16210404183.5358","7622217352.34216","10341925249.0421","13962893421.5413","15989933708.1491","21803696985.2349","29036709871.7949","34509878043.5897","25325893205.657","20355959237.2128","19622527479.6913","17702885393.5099","18891048818.7426","22255407684.6999","26040229793.0697","29885685142.9107","33113887817.9731","37834793730.3133","45964327558.8836","49297773130.1185","57008425295.8256","73447063319.3034","78039572221.6024","84952360922.4679","81577430181.4074","75173794497.0321","77860932151.8471","70979923960.3742","69736811435.1032","75643459839.6008","99210392857.6116","122964812046.073","154788024805.808","173605968179.255","179638496278.574","172389498444.621","218537551220.071","252251992029.442","267122320056.702","278384332694.359","260541637327.864","243919079437.22","250339876460.228","277746457909.868","298231139609.448","", +"中国","CHN","GDP（现价美元）","NY.GDP.MKTP.CD","59716467625.3148","50056868957.6732","47209359005.6056","50706799902.5103","59708343488.5043","70436266146.7219","76720285969.6157","72881631326.6715","70846535055.6503","79705906247.4612","92602973434.0726","99800958648.1436","113687586299.051","138544284708.957","144182133387.722","163431551779.761","153940455341.506","174938098826.569","149540752829.268","178280594413.043","191149211575","195866382432.54","205089699858.779","230686747153.257","259946510957.143","309488028132.653","300758100107.246","272972974764.574","312353631207.819","347768051311.741","360857912565.966","383373318083.624","426915712711.146","444731282436.762","564324670005.917","734547898220.508","863746717503.789","961603952951.82","1029043097554.08","1093997267271.06","1211346869605.24","1339395718865.3","1470550015081.55","1660287965662.68","1955347004963.27","2285965892360.54","2752131773355.16","3550342425238.25","4594306848763.08","5101702432883.45","6087164527421.24","7551500425597.77","8532230724141.76","9570405758739.79","10438529153237.6","11015542352468.9","11137945669350.6","12143491448186.1","13608151864637.9","", +"科特迪瓦","CIV","GDP（现价美元）","NY.GDP.MKTP.CD","546203561.571989","618245639.221382","645284344.684118","761047045.830402","921063266.445521","919771356.426097","1024103034.29198","1082922892.15202","1281281245.67032","1361360157.26999","1455482990.24143","1584128262.08933","1849400599.77558","2508421234.8557","3070151901.06383","3893839190.26806","4662053707.7763","6265067857.86534","7900524897.8644","9142935857.94766","10175615441.8127","8432588483.85263","7567109766.61129","6838185418.53642","6841638714.5454","6977650069.33578","9158302205.36237","10087653189.3287","10255170459.986","9757410614.0812","10795850106.9547","10492628915.4927","11152971316.074","11045759468.9412","8313557450.25213","11000146839.497","12139234938.7863","11722142706.1278","12612033728.8572","12376639822.9265","10717022462.6859","11192560719.3464","12346919152.1558","15306602195.1231","16554441554.9358","17084927539.8488","17800887469.3157","20343636058.733","24224905503.654","24277494337.4","24884503950.6812","25381615976.0786","26790577891.2905","31264184740.6082","35316494573.681","33131113901.4803","35296979104.0186","38053610009.4172","43007045466.3406","", +"喀麦隆","CMR","GDP（现价美元）","NY.GDP.MKTP.CD","618740988.011405","657597382.759152","699373701.217138","723624365.288138","782384527.813649","814139855.756458","853268771.097081","934079050.346173","1053077155.17925","1152418514.82616","1160002260.94729","1233991075.11626","1430951331.85034","1758727395.18703","2255496995.49378","2752771043.88609","3076592431.27204","3366368664.59706","4409920643.6422","5811444660.65752","6740756568.91566","7636345827.34308","7322914570.15588","7381854746.91629","7801858825.18416","8148223603.58399","10621158532.5193","12302471429.4318","12493286761.7341","11140055364.1502","11151578050.7356","12434370004.9586","11396310990.2197","15498179313.0425","10600157683.8412","9643953174.77349","10513387441.6194","10833497457.5123","10612847429.35","11198378749.4719","10083937740.0624","10371327756.4548","11579343088.1613","14548845764.5325","17430933517.2998","17944084201.4901","19356046327.8995","22365265025.66","26409781215.1844","26017925551.8426","26143818509.6421","29337006833.0825","29104437355.0395","32348149947.3727","34942948737.3967","30916218544.4404","32621535418.9031","34922782310.6416","38502059858.4389","", +"刚果（金）","COD","GDP（现价美元）","NY.GDP.MKTP.CD","3359404117.64706","3086746857.14286","3779841428.57143","6213185742.57426","2881545272.72727","4043901818.18182","4532660181.81818","3384063371.75792","3909780538.92216","5032434970.05988","4877684910.17964","5594770359.28144","6173712814.37126","7870239461.07784","9596960179.64072","10237343173.6527","9648583224.99212","12344424763.5727","15372608002.3923","15068422236.3663","14394927494.8647","12537821038.2202","13651667371.1676","11006712650.4481","7857729193.20343","7195042616.0071","8095367168.21769","7661625472.57705","8861299976.74158","9021862775.25978","9349764580.36997","9625436872.51075","8227343907.26679","10706259936.7425","5820382248.28202","5643439376.10491","5771454939.62404","6090840548.18784","6215591269.89747","4711259427.27273","19088046305.7971","7438189100.33333","8728038525.14034","8937567059.87754","10297483481.223","11964484667.9102","14451902467.9315","16737071816.4195","19788515873.9704","18648373312.3884","21565720044.4529","25839749198.7761","29306235826.376","32679745297.6503","35909040265.9532","37917704900.1192","37134799974.4735","38019265625.856","47227535290.9405","", +"刚果（布）","COG","GDP（现价美元）","NY.GDP.MKTP.CD","131731862.568975","151675739.160603","166521239.86331","172233430.871484","185693724.845363","198318063.860841","220613582.369866","237397428.336411","251247458.012139","265040036.059152","274960699.858595","322128019.323599","410669262.898009","541973362.481063","585364635.354804","767102679.01869","754549600.548053","765224030.636477","878771771.290883","1198749665.95053","1705796849.54659","1993512325.92306","2160640566.53953","2097274289.61527","2193581366.40726","2160872541.4189","1849268214.68181","2297753649.27962","2212536313.33476","2389593021.94868","2798746050.58228","2724853592.73382","2933222714.11506","1918970032.40865","1769365425.04053","2116003977.97529","2540697688.05698","2322718991.26458","1949481296.60762","2353909563.94122","3219910550.39332","2794259783.08097","3019993738.77492","3495868808.0512","4648628921.36969","6087003176.11624","7731261310.93322","8394688284.06224","11859013280.9951","9593537550.75063","12007880438.6232","14425607179.6639","13677930123.5919","14085851348.069","14177437982.2619","8553154580.39951","9035848070.90357","8701334800.21976","11263682694.0393","", +"哥伦比亚","COL","GDP（现价美元）","NY.GDP.MKTP.CD","4031152976.63904","4540447761.19403","4955543963.36869","4836166666.66667","5973366666.66667","5760761904.7619","5428518518.51852","5825170438.48704","5960212869.12968","6450175213.74923","7198360460.19887","7820380970.53674","8671358732.68486","10315760000.3394","12370029583.6419","13098633901.8673","15341403660.4698","19470960619.1297","23263511958.0509","27940411250.2732","33400735644.0481","36388366869.0309","38968039721.748","38729822781.5997","38253120737.9671","34894411351.983","34942489683.9712","36373307085.0887","39212550050.4223","39540080200.3938","47844090709.9908","49175565911.0655","58418985443.3172","66446804802.5747","81703500846.0364","92507279383.0387","97160109277.8087","106659508271.255","98443739941.1664","86186158684.7685","99886577330.7271","98211749595.5442","97963003804.7851","94641378693.223","117081522349.677","145180960625.02","161189825603.139","205706860699.301","241710969502.894","232494134119.684","286103648654.545","334454039093.586","370574421703.06","381866608838.8","381112119657.445","293481748240.779","282825009887.458","311789874617.096","330227866233.324","", +"科摩罗","COM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","212218226.429847","196349967.670007","184008995.643686","191621958.375365","184697209.997414","196726077.061972","279197696.814639","337525870.616968","356500026.691673","341476764.044267","429622147.743446","424108796.562976","457388578.924144","452881443.084162","319189200.353123","398461789.558686","396053797.633321","364445589.702365","370106776.043329","382454989.945311","350264287.687331","378180913.355762","423962976.722333","545658929.044587","632570092.207793","653584808.745573","697810988.051543","794621676.487681","911967428.713838","901711442.285944","907093130.313521","1021746833.42573","1015901205.42028","1115906341.77727","1148058015.47633","988150249.533688","1024261820.6281","1068124329.86257","1203080507.99878","", +"佛得角","CPV","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","142246875.536716","139468114.599741","140630758.594899","138476239.366792","132019065.033419","137728155.212661","190651207.999511","235253171.841062","264308140.285149","267448513.108168","306891107.262039","319827058.592875","357160985.327413","490417389.682569","406580652.330537","487148993.533109","501979069.274683","490608657.924976","521910560.524868","592416703.058878","539227277.626411","563024383.296626","620974660.230303","813963830.179217","924318490.7598","971977088.156914","1107891063.43863","1513933983.22398","1789333748.6799","1711817181.52969","1664310769.55229","1864824080.69256","1751888561.72747","1850470042.43281","1859898513.26858","1596800287.16405","1662998677.88425","1771235958.20125","1986928611.73543","", +"哥斯达黎加","CRI","GDP（现价美元）","NY.GDP.MKTP.CD","507513829.994855","490325181.614275","479180824.348506","511902136.809973","542578367.242598","592981162.264151","647305630.188679","699456618.867925","773841494.339623","853630203.773585","984830158.490566","1077152902.29104","1238251695.55388","1528916185.23199","1666544754.09836","1960863465.5776","2412555425.90432","3072427012.83547","3523208809.80163","4035519323.22054","4831447001.16686","2623807074.2948","2606621255.01581","3146770103.81027","3660476458.87179","3919203960.39604","4418983870.96774","4532952047.15628","4614629898.40348","5251025767.47627","5711687786.75989","7168999670.28612","8528593420.84326","9537297723.43265","10432619325.6167","11513472785.7207","11618286652.0436","12552071488.0101","13617405297.0624","14195623342.7641","14949514493.4226","15913363440.5059","16504795592.9272","17196009811.1635","18528955524.5199","19948261084.3425","22602721765.3637","26743972911.912","30612927861.2203","30562363429.7626","37268616183.9711","42262694503.9644","46473131798.8916","49745084869.7148","50577769785.0761","54775997555.6182","57157995872.6843","58174550211.5503","60126014828.5951","", +"加勒比小国","CSS","GDP（现价美元）","NY.GDP.MKTP.CD","1875461582.99974","2033050128.82565","2148346211.71623","2284412676.15231","2463899990.6458","2654090230.1545","2881205478.85131","3094521955.02655","3075645924.66455","3351050371.65244","3685736912.85432","4007255700.76334","4627346329.07151","5063206957.15644","6578611839.86688","7686904359.76525","7911686087.30814","9186752659.47363","9422384791.38539","10829108031.9988","13327466848.1891","14706160271.5077","16353128287.9941","16561217539.1988","15758758858.6167","15573557385.3049","14173309552.2895","15226424286.9858","16142747240.1287","16519529759.6936","17961665075.0692","17765164410.2202","17493258386.8698","18908613302.9645","19905802821.3096","21998219160.5412","24020648568.1365","28143635552.3509","30069769928.8992","31872310295.2978","34177854579.9679","35220883627.6594","36957890214.3975","39498913015.2975","43222083524.8026","48878881379.0878","54566092909.5823","60906457770.5169","69106766832.5571","58178987893.2216","63286770718.6336","68423468920.3575","70778783660.6103","71874614598.3801","72804605847.511","71620269050.3783","67183921136.4826","69074812658.1643","72930271172.9642","", +"古巴","CUB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","5693005200","6914658400","8135150891.92025","9987709650.18094","11405957317.0732","13027415243.9024","13789579902.5579","14206158674.6988","17844705324.6753","19584443287.6712","19912889861.1111","20150254096.3855","20953510235.2941","22204940512.2235","24039383608.4235","22920490774.102","24226574634.0293","25213935012.0819","27458999472.2955","27023468665.8977","28645436569.1489","24316556025.6585","22085858243.2432","22367254864.8649","28448326756.7568","30429803651.2192","25017368696.8455","25365908058.7205","25736331247.1786","28364615241.6894","30565400000","31682400000","33590500000","35901200000","38203000000","42643836074.8","52742800000","58603900000","60806300000","62080000000","64328000000","68990000000","73141000000","77148000000","80656000000","87133000000","91370000000","96851000000","","", +"库拉索","CUW","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","3038699608.93855","3131096089.38548","3147616201.11732","3158406033.51955","3151910782.1229","3122287932.96089","3116610111.73184","","", +"开曼群岛","CYM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","2315972638.90556","4227798075.03127","","","","","","","","","","","3570575151.26723","","", +"塞浦路斯","CYP","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","489914760.682807","576090073.715036","734887973.975806","964026512.197839","1288715209.58084","2154311276.94859","2087496373.77964","2159242416.76942","2160364071.19021","2278248953.14058","2430411900.19194","3090734463.27684","3704813885.50548","4278792597.23965","4563482603.5503","5591130217.66965","5770197348.48485","6912150456.32334","6590291048.29211","7425703928.57143","9933143596.37775","10011919698.8708","9547822120.86659","10248619909.5023","10497907227.616","9985843543.82658","10397896174.8634","11420230769.2308","14547327293.3182","17320550000","18433416241.761","20072788859.6161","23968765398.3028","27839724622.8212","25942664629.0636","25562264900.6622","27426994717.8204","25041397918.5404","24084559214.0202","23364707443.2798","19680625485.1946","20453761061.9469","22141864998.8731","24469841831.9169","", +"捷克共和国","CZE","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","40477403219.5176","29675502269.5661","34590052812.1684","40614350197.2353","47554674590.9328","59775697061.0399","66985765439.1937","61792161168.0011","66490372105.1262","64867483193.1315","61649492816.5201","67523642262.4009","81910771993.9155","99627140274.3805","119162172468.268","136280689891.224","155463807112.889","189227050759.595","235718586901.129","206179982164.402","207477857918.919","227948349666.354","207376427020.815","209402444996.104","207818330723.835","186829940545.759","195090272402.729","215913545038.43","245225882903.37","", +"德国","DEU","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","215021806498.156","249039217364.635","298667219346.133","396866742553.97","443618642959.716","488780155338.262","517787921003.573","598226205424.071","737668356280.428","878010536975.776","946695355820.96","797443405711.813","773638200773.757","767768378016.086","722367608343.069","729763282952.432","1042300769791.95","1293264353318.82","1395931548502.06","1393674332154.37","1764967948916.6","1861873895109.02","2123130870381.97","2068555542410.98","2205966011811.5","2591620035485.19","2503665193657.4","2218689375140.99","2243225519617.65","2199957383336.88","1949953934033.54","1950648769574.94","2079136081309.99","2505733634311.51","2819245095604.67","2861410272354.18","3002446368084.31","3439953462907.2","3752365607148.09","3418005001389.27","3417094562648.95","3757698281117.55","3543983909148.01","3752513503278.41","3898726503841.35","3381389338658.82","3495162856297.22","3693204332229.78","3996759291057.81","", +"吉布提","DJI","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","340989527.967995","","373371738.286415","395794538.630775","409220087.102818","452328087.282876","462421998.525779","478058304.871118","466048469.22986","491689220.744875","497723960.589913","494004647.73437","502675542.001227","514267869.300758","536080148.097299","551230861.856506","572417440.820162","591122039.601398","622044665.515049","666072101.777505","708633194.726566","768873684.032838","847918929.107984","999105339.267729","1049110684.72493","1128611700.3618","1239144501.77525","1353632941.5207","1324733711.82922","1455035088.74594","1633741922.68737","1764268468.93991","1844674434.50371","1965982321.62953","", +"多米尼克","DMA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","45872947.4074074","57130215.5555556","55017758.8888889","72804653.3333333","82107391.1111111","89527576.6666667","98665191.4814814","109157070.740741","119491932.962963","135161958.518519","151868754.444444","171106184.074074","185137242.962963","201428730","219763222.222222","234058259.259259","245527592.592593","264375666.666667","274522148.148148","292286000","302989185.185185","322409851.851852","331759000","333468888.888889","340205074.074074","333195185.185185","343310666.666667","367199111.111111","364255074.074074","390250148.148148","421375851.851852","458190185.185185","489074333.333333","493824413.333333","501025303.333333","485997988.148148","501979134.444444","523540777.777778","540830670","575468234.444445","496726248.518519","503646211.111111","", +"丹麦","DNK","GDP（现价美元）","NY.GDP.MKTP.CD","6248946880.2777","6933842098.84548","7812968114.40012","8316692385.77386","9506678762.77765","10678897387.0006","11721248101.0874","12788479692.1939","13196541952","15009384584.5333","17075457600","19085731252.4407","23232379951.9376","30730626663.3606","34160444798.1099","40474406216.2821","44575892473.1183","49784338519.4563","60362931853.6249","70366241969.2074","71127528699.9414","61877813965.2413","60412844678.604","60644782176.0525","59105236853.7937","62658568287.3429","88078760103.8191","109414423928.775","115552846616.653","112409222182.704","138247285815.855","139224688814.195","152915654478.885","143195627014.605","156162386724.523","185006881515.065","187632346387.984","173537647058.824","176991934992.837","177965188354.692","164158739097.623","164791442543.375","178635163717.431","218096033517.009","251373002954.382","264467336457.17","282884947702.966","319423424509.066","353361038818.383","321241303699.006","321995279401.502","344003137611.271","327148943812.137","343584391647.927","352993631617.708","302673068765.972","311988119339.251","329865553842.833","352058410508.345","", +"多米尼加共和国","DOM","GDP（现价美元）","NY.GDP.MKTP.CD","672399700","654100200","824100000","940799900","1025599900","888100000","983900000","1034800000","1079100000","1230500000","1485500000","1666500000","1987400000","2344800000","2925700000","3599200000","3951500000","4587100000","4734400000","5498800000","6761300000","7561300000","8267400000","9220600000","11594000000","5044592944.80499","6122198120.02892","5826987099.45901","5374314928.42536","6686593059.93691","7073675544.80847","9734321854.02288","11356271335.9741","13081042400","14664237666.6667","16598679279.0698","18241691857.3544","20017908829.3254","21672526562.7869","22137599986.1056","24305116729.1851","25599311449.3848","27362875602.5011","21642882856.4247","22692574473.3467","36119047252.1794","38116351526.2862","44169678153.1566","48288967303.4896","48376555305.6902","53982886258.2205","57811180659.4545","60657780260.6792","62661773591.7203","66065015410.0468","68802092020.9448","72342967648.3354","75931656814.657","81298585403.3004","", +"阿尔及利亚","DZA","GDP（现价美元）","NY.GDP.MKTP.CD","2723648551.75208","2434776645.73628","2001468867.73344","2703014867.32834","2909351792.58659","3136258896.9233","3039834558.74906","3370843065.76735","3852115816.97758","4257218772.15369","4863487492.65763","5077222366.97472","6761786386.54713","8715105930.49101","13209713643.3219","15557934268.4965","17728347374.994","20971901273.271","26364491313.4471","33243422157.6311","42345277342.0195","44348672667.8715","45207088715.6483","48801369800.3675","53698278905.9678","57937868670.1937","63696301892.8116","66742267773.1959","59089067187.3943","55631489801.5508","62045099642.7774","45715367087.1001","48003298223.1178","49946455210.966","42542571305.5136","41764052457.8814","46941496779.8499","48177862501.9495","48187747528.899","48640574566.6476","54790245600.5846","54744714396.1666","56760288973.6703","67863829880.4832","85324998813.604","103198228458.588","117027304746.54","134977087734.008","171000691877.714","137211039898.193","161207268655.392","200019057307.655","209058991952.125","209755003250.664","213810022462.428","165979277276.907","160129866569.935","167555280113.181","180689115940.685","", +"东亚与太平洋地区（不包括高收入）","EAP","GDP（现价美元）","NY.GDP.MKTP.CD","80254556954.6079","70449586881.4305","64557036237.8122","69906310076.6268","81049248648.1253","94586043483.7421","103545715311.406","100332531176.413","101268616973.079","113713978633.302","126761109961.522","136319410815.065","154648701896.024","194710622043.331","219670221814.077","246956239205.606","250662227477.127","289659794183.455","280421429246.335","324817230159.405","374789793360.848","399939559365.161","419736106343.276","440441089644.06","478126164737.758","523980559474.095","522498385009.205","516052218722.211","572367786476.544","618603060934.368","663000642568.432","719536302323.755","806316121169.288","885206690566.419","1064837415036.78","1314277016763.93","1509586757019.36","1563626103583.53","1433117403504.37","1576440007410.56","1735179356319.94","1846141473735.73","2043269950094.93","2312730823199.69","2682114087775.44","3107074962859.57","3742275137730.19","4730897233723.89","5987665443209.83","6490710245020.34","7868968060604.66","9614771033908.29","10721334546957.2","11827780244502.1","12714085026388.9","13223362408545.5","13457752355494.1","14646215900250.9","16279999801740.6","", +"早人口紅利","EAR","GDP（现价美元）","NY.GDP.MKTP.CD","152732235417.908","153430123114.083","158539373527.257","168089023529.676","192975938456.35","209324972646.931","206349563751.706","216874844188.115","234882818418.832","262270076568.841","278984485547.844","301122505971.597","330984588336.424","423222722460.782","593214829751.873","635982639602.301","693570579920.647","775093694200.37","858576716790.231","1044286554909.55","1297145240700.85","1446286120725.85","1378795292260.75","1391231638412.78","1379764065809.21","1414806603050.18","1425387185496.76","1431337322719.84","1525190202874.48","1550037341174.9","1819109019352.03","1927322345117.08","2114867595960.83","2316209938569.83","2428445796833.22","2494042649859.16","2716304683235.9","2905107783804.92","2871150257538.53","3038349688810.04","3295337877814.25","3263091740550.51","3168716508136.91","3524693729833.37","4094596749091.42","4773452256392.51","5470794765525.87","6487289697063.17","7308263524197.36","7037597707842.1","8547106475975.99","9582349123612.41","10046245252702.1","10229927594916.9","10594924893704.9","10278795512999","10513512253657.4","11369973065869.1","11638828132484.6","", +"东亚与太平洋地区","EAS","GDP（现价美元）","NY.GDP.MKTP.CD","153259252512.441","153709302349.407","157269806179.996","175497305283.124","201633565228.639","224579636903.702","251083324930.356","272057157235.571","299760122004.444","345296836101.877","407459534509.482","452777589749.766","562046587327.059","740847314440.857","852923019058.286","933855748726.964","1026636623171.61","1223807642026.92","1544651627275.45","1677237851815.55","1812588096947.17","1998159987915.9","1957988285914.51","2084048804226.94","2232501979109.45","2356153018861.55","3079846933950.54","3616694140444.28","4351569576481.54","4531271742927.52","4732335225532.58","5343085731008.26","5837716046226.37","6529005124704.31","7301176579946.07","8296083785441.65","7992328893743.43","7647524374400.17","6856985467434.18","7655807408380.83","8281309000052.6","7702594292620.73","7825085614731.88","8602544831389.09","9647688135570.9","10294176822671.1","10917624046693.7","12209776362940.2","14100855248279.8","14526067836583.6","16935062447071.5","19632602228096.1","21010207451844.7","21243898145787","21876509488557.4","21747800265057","22447570589125.6","23912261117830.8","25918289434655.4","", +"欧洲与中亚地区（不包括高收入）","ECA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","903986853984.516","877635098612.755","932750911538.011","900700524613.581","828516203152.32","814039500445.803","706841701060.015","760355921774.635","766131400832.133","796161484861.867","746548031611.472","626844111015.012","697944442001.164","693215818990.011","793295268352.565","999961777757.465","1324941529334.02","1680778496503.25","2063642395948.16","2672807927877.45","3310744317438.2","2603323082071.74","3099809011020.19","3831921026803.82","4058075244447.13","4314981741824.11","4036166875129.5","3088691707518.32","2960291936549.57","3317273632219.24","3394924024495.23","", +"欧洲与中亚地区","ECS","GDP（现价美元）","NY.GDP.MKTP.CD","436615582363.392","464717811677.137","508121469805.822","560312152315.62","620502669539.469","675248418662.53","733518003307.979","789202087057.694","823130335031.757","903713798184.451","1016691642235.57","1146593497470.56","1373903549704.61","1745059008955.88","1971871868235.12","2303610888605.39","2394573449426.91","2713822571194.2","3312341465351.09","4052066190297.19","4589659512528.64","4084855643071.52","3936241184060.79","3818435696096.99","3669937735073.2","3797992292274.62","5183496003077.67","6405023833802.37","7129862361241.83","7225078092797.3","8838541190191.71","9114062465170.34","9773215854068.77","8982641962779.96","9396419082432.12","10848938630160.1","11071924088813.2","10504382195932.9","10767444955895.4","10643138807099.8","10022982086295.8","10125437349599","11078873017388.7","13491558134654.6","15725564542455.6","16751206594494.2","18133103625465.9","21195404801875.9","23271887679009.2","20472867088612.7","20947234339481.3","23209699221302.2","22371991299292.7","23380526443577","23706805219091.5","20418742750861.9","20359654333001.3","21528123911230.7","23041491391744.6","", +"厄瓜多尔","ECU","GDP（现价美元）","NY.GDP.MKTP.CD","2069465326.41882","1753850416.70826","1518208221.23052","1824344492.07169","2244146867.90195","2387048255.45173","2429309513.80854","2553596091.82258","2582180794.1855","3112166848.3004","2862504169.99893","2754220263.02528","3185987234.84089","3891755551.94138","6599259420.99605","7731677256.80982","9091924304.83477","11026346589.5011","11922502170.6405","14175166007.5774","17881514682.8784","21810767209.3695","19929853574.6095","17152483214.3536","16912515183.2783","17149094589.9827","15314143988.0621","13945431882.2271","13051886552.3377","13890828707.6493","15239278100.3502","16988535267.6338","18094238119.0595","18938717358.6793","22708673336.6683","24432884442.2211","25226393196.5983","28162053026.5133","27981896948.4742","19645272636.3182","18327764882.4412","24468324000","28548945000","32432858000","36591661000","41507085000","46802044000","51007777000","61762635000","62519686000","69555367000","79276664000","87924544000","95129659000","101726331000","99290381000","99937696000","104295862000","108398058000","", +"阿拉伯埃及共和国","EGY","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","4948667540.41066","5278005611.91453","5605484298.98275","5932242990.65421","6524455205.81114","8042200452.1477","8609283346.08518","9299638055.84281","10098534613.4411","9228963224.60004","11632178868.9171","13315988083.4161","14400806875.9867","14811704063.0685","18020571428.5714","21669908177.0664","22136081081.0811","27655172413.7931","30966239813.7369","33971188991.6147","39053502251.0732","41253507951.3564","40455616653.5742","34980124929.0176","39756299049.9793","42978914311.3504","37387836490.5284","41855986519.4235","46578631452.581","51897983392.6453","60159245060.4542","67629716981.1321","78436578171.0914","84828807556.0803","90710704806.8416","99838543960.0763","97632008709.853","87850683978.6691","82924503942.6381","78845185293.4964","89685725230.2517","107484034870.974","130478960092.499","162818181818.182","188982374700.805","218888324504.753","236001858960.015","279372758361.832","288586231501.877","305529656458.438","332698041030.807","332927833278.038","235369129337.711","250895469644.498","", +"欧洲货币联盟","EMU","GDP（现价美元）","NY.GDP.MKTP.CD","245447359429.401","270172398741.054","299820176697.464","336351025948.426","374098342452.394","408215217814.032","445145127213.125","483555287610.936","518385655080.567","572667208434.026","641661352571.282","727250878322.039","878564933796.335","1140551985188.26","1293479528389.8","1499896046642.12","1565338413159.44","1780493928969.08","2180286679717.84","2641054833759.96","2957969373274.26","2570726515718.05","2488863293583.92","2427979491829.1","2328909303034.65","2392628694168.01","3357838291838.19","4153063175251.52","4567521859474.51","4665534944904.77","5871571762095.75","6098788978230.53","6726742780089.63","6162113917507.5","6509747580056.97","7517783242200.44","7608600706357.79","6956703610586.5","7149352017482.07","7116772457710.09","6484573532448.5","6592352067950.52","7174014361860.81","8850827901132.02","10151027906176.7","10535354545600.8","11185953973661.5","12881558619442","14124882309427.2","12915145836358.7","12651387614510.3","13630795393394","12651386953652.8","13202692493055.8","13499117646931.9","11684180189186.4","11981439102404.6","12639380729565.5","13675599697568.1","", +"厄立特里亚","ERI","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","477101651.648376","467872714.755603","531688311.688312","578015625","693535954.190067","686490090.140141","745526154.93283","688921325.712043","706370815.584416","752368495.512622","729321366.651861","870247703.182758","1109054005.43971","1098425900.74116","1211161879.6748","1317974491.05691","1380188800","1856695551.21951","2117039512.19512","2607739837.39837","","","","","","","","", +"西班牙","ESP","GDP（现价美元）","NY.GDP.MKTP.CD","12072126075.397","13834300571.4849","16138545209.246","19074913947.7196","21343844643.7341","24756958694.9238","28721062242.1634","31647119228.1982","31475548481.4095","36038711599.541","40881655098.6451","46492797365.2695","58971806626.9739","78425934894.3461","97009800115.3735","114465300289.855","118185307386.222","132089531434.83","160163483072.917","214019077342.588","232134606637.271","202257045774.013","195464408602.151","170486866357.309","171635463361.623","180302412230.92","250638463466.793","317882187036.787","375138723325.239","413630538018.271","535101248775.71","575598537069.656","629202392003.901","523649481762.322","529121577319.588","612939685081.398","640998292394.588","588692045454.545","617041986858.225","633194118900.49","595402616546.895","625975838926.175","705145868624.13","906853273137.698","1069555500372.49","1157276458151.97","1264551499184.54","1479341637010.68","1635015380108.39","1499099749930.54","1431616749640.29","1488067258325.2","1336018949805.58","1361854206549.39","1376910811040.88","1199084183705.08","1237499479181.11","1314314164402.2","1426189137596.58","", +"爱沙尼亚","EST","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","4373665145.55468","4746109767.1999","5066240419.29666","5617109244.63233","5726897998.29642","5685774808.80862","6245069734.13302","7322069511.16134","9833870709.12376","12059201242.236","14006088297.4754","16963625015.6818","22237061730.0849","24194039255.8957","19652492636.8436","19490936349.1753","23170239900.7654","23043864510.0543","25137153149.4377","26615854605.2787","22904456871.8171","23984296770.8115","26611651598.9453","30284890757.0585","", +"埃塞俄比亚","ETH","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","7324903188.4058","7707678019.32367","8567890821.25604","8096302367.14976","9480840483.09179","9848600869.56522","10527338647.343","10908935748.7923","11476584879.2271","12175166763.285","13463868357.4879","10492993077.6093","8830712713.90781","6927950564.55657","7663984567.90123","8547939730.62374","8589211390.49612","7818224905.55071","7700833482.00615","8242392103.68061","8231326016.47494","7850809498.16803","8623691300.04079","10131187261.4421","12401139453.9738","15280861834.6024","19707616772.7996","27066912635.2228","32437389116.038","29933790334.3418","31952763089.33","43310721414.0829","47648211133.2183","55612228233.5179","64464547915.2698","74271281810.8189","81716326730.819","84355462494.0837","", +"欧洲联盟","EUU","GDP（现价美元）","NY.GDP.MKTP.CD","359004271011.133","390859881170.787","426985031936.441","470381742780.729","521291493679.339","567692677296.745","615394652669.266","661285980699.66","687337429752.242","754932288355.104","855493375347.389","967688475854.783","1158583832486.52","1471145386645.72","1653564609378.25","1927695033594.9","1996681069141.87","2261215544026.42","2771088326281.17","3384067085520.08","3862403099962.48","3417395763167.26","3288989778639.87","3187924746062.3","3060797321871.29","3163272342146.21","4337476983131.67","5366479126925.62","5985942240573.43","6111734250834.42","7578747012397.74","7859703679073.51","8562873940799.95","7808850934913.18","8293218409245.9","9630019303778.31","9840487001647.22","9287506354131","9606952143043.1","9590812463212.46","8910186718989.27","9012853083434.01","9827530208216.07","11960208674688.4","13808952902083.3","14443193183268.7","15408596715362.5","17810757464694.4","19163615254030.1","17126624663159.6","17009614810443.3","18374315294556.7","17316864403871.3","18052722357480.4","18668667522005","16446486687656.4","16551356160778.7","17349595038832.2","18756100690153.4","", +"脆弱和受衝突影響的情況下","FCS","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","219801672716.775","201731595446.131","193875225701.653","220165940340.098","255524217446.311","310428639911.357","367377421273.771","451741010286.562","584365426926.351","544392485063.641","649697459092.748","709496791246.974","816782810006.542","850108840302.666","858909714923.726","774330701792.269","742854202539.141","829812208374.292","832471154639.994","", +"芬兰","FIN","GDP（现价美元）","NY.GDP.MKTP.CD","5224102195.52771","5921659485.03284","6340580854.39073","6885920328.66187","7766655085.78588","8589340019.02985","9208524504.87684","9368954010.3132","8823033880.32993","10070766720.5011","11365953567.3839","12536710287.0134","14754136507.0261","19486826979.9284","24867278714.3532","29494515597.22","31873171718.726","33524682307.8058","36283091407.9422","44498283620.8213","53685049410.2646","52485533204.7396","52832120389.7866","51014090520.9223","52926394934.7052","55914236377.5902","73586676049.7302","91642093872.5822","109103056147.832","119064708327.56","141517648888.198","127866490222.026","112625431377.754","89255751014.885","103321570859.419","134199346405.229","132099404607.818","126833123353.568","133936359590.565","135225868314.511","125539893126.958","129250111856.823","139552983248.635","171071106094.808","196768065557.487","204436015420.968","216552502822.732","255384615384.615","283742493042.332","251499027507.641","247799815768.477","273674236772.815","256706466091.089","269980111642.898","272609288689.575","232850788304.513","239009517793.721","252331136734.129","273960969999.218","", +"斐济","FJI","GDP（现价美元）","NY.GDP.MKTP.CD","112328422.113084","116987784.913739","122906434.957814","129454728.623599","140032741.468329","147084750.031482","150603925.515853","162625885.863484","166952937.135005","182182067.703568","219878482.173564","247749327.721267","316650508.967523","425963359.355326","558589870.903674","684268280.812751","694552411.718837","719533137.126662","829239489.844119","1019743927.24662","1202567359.4132","1235899836.18067","1194015444.01544","1123107276.30285","1177997413.63384","1141210124.82663","1290228616.82408","1177908191.97685","1109976927.91722","1182686577.22645","1337024782.22702","1383843860.1247","1531803060.54558","1635426125.30808","1825285158.11762","1970347720.96992","2129266728.42585","2093994597.21549","1656784779.545","1942170999.18765","1684109743.49338","1660102345.60309","1842691481.09196","2315935752.71653","2727507212.92556","3006725014.78415","3102741451.01664","3405050611.68726","3523185919.55826","2870624635.68032","3140508835.9485","3774530615.65916","3972012570.53467","4190143206.25611","4856963251.97477","4682546881.15833","4926740193.66773","5270335184.70768","5479504926.19335","", +"法国","FRA","GDP（现价美元）","NY.GDP.MKTP.CD","62651474946.6007","68346741504.4257","76313782251.6964","85551113767.3727","94906593388.3107","102160571409.274","110597467198.645","119466139619.589","129847107787.883","140725497222.277","148456359985.827","165966615366.402","203494148244.473","264429876252.21","285552373158.756","360832186018.051","372319038514.067","410279486493.715","506707848837.209","613953129818.07","701288419745.421","615552202776.101","584877732308.614","559869179791.72","530683779929.445","553138414367.061","771470783218.108","934173305685.911","1018847043277.17","1025211803413.53","1269179616913.63","1269276828275.78","1401465923172.24","1322815612694","1393982750472.59","1601094756209.75","1605675086549.56","1452884917959.09","1503108739159.44","1492647560196.04","1362248940482.77","1376465324384.79","1494286655373.61","1840480812641.08","2115742488204.62","2196126103718.44","2318593651988.46","2657213249384.07","2918382891460.38","2690222283967.77","2642609548930.36","2861408170264.61","2683825225092.63","2811077725703.59","2852165760630.27","2438207896251.84","2471285607081.72","2586285406561.51","2777535239277.98","", +"法罗群岛","FRO","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","1107882640.8787","1120280381.86979","1058702725.4395","1147654635.45922","1262669892.4595","1494011567.01125","1688237552.36935","1727792692.89133","1984445416.02206","2290133548.87301","2432415998.11695","2268387770.71014","2320424601.26954","2490807830.57351","2366301251.61847","2627049837.08135","2850743875.2784","2518096285.61661","2689157270.82312","","","", +"密克罗尼西亚联邦","FSM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","106500000","","","112210000","116700000","124700000","135200000","147200000","166200000","178100000","198400000","202500000","222103600","218845700","206900300","219646200","220660500","233226300","240051900","241543400","245277400","240097000","250149400","253372300","256548100","262868600","279966700","296525300","310502100","326128700","316040600","317999400","315179700","329895600","336427500","344501760","", +"加蓬","GAB","GDP（现价美元）","NY.GDP.MKTP.CD","141468977.570007","167637907.381696","182796536.499917","154480244.246828","215679855.272553","226474285.587116","245849781.715943","271543680.279265","294468564.534311","318124701.048993","323802475.481029","381687073.058602","430508357.724","722780701.123338","1544216003.98425","2157592936.60731","3009409970.90463","2809349074.17711","2389479269.18832","3030251116.35966","4279637933.85136","3862269126.92681","3618007844.44908","3391275731.31859","3561451562.23576","3339914759.37275","3403638193.57905","3281797038.66566","3834503378.35497","4186411457.45694","5952293765.84468","5402919956.93831","5592390848.52648","4378645081.01769","4190819314.02958","4958845906.34769","5694040336.82571","5326816858.99586","4483417119.83928","4662992036.2073","5067865320.7979","5018874179.18704","5310381151.35952","6497305662.09274","7756293574.98077","9578973591.00958","10318424464.3377","12438956756.4455","15508574820.3516","12065138272.7538","14358584300.3006","18186478119.9582","17171447372.3334","17590745162.1326","18179752009.7489","14377324797.637","14014369641.7689","14892609693.1667","17017401831.9223","", +"英国","GBR","GDP（现价美元）","NY.GDP.MKTP.CD","72328047042.1588","76694360635.9159","80601939635.2483","85443766670.4279","93387598813.9269","100595782309.165","107090721447.057","111185383409.521","104702736248.084","112676874821.987","130671946244.3","148113896325.14","169965034965.035","192537971582.558","206131369798.971","241756637168.142","232614555256.065","263066457352.172","335883029721.956","438994070309.191","564947710899.373","540765675241.158","515048916841.37","489618008185.539","461487097632.349","489285164271.047","601452653180.885","745162608269.325","910122732123.799","926884816753.927","1093169389204.55","1142797178130.51","1179659529659.53","1061388722255.55","1140489745944.29","1335862395455.26","1409410296411.86","1553623117223.31","1641666114607.49","1668270506390.55","1648269027084.28","1625799625737.73","1773015587529.98","2043831836734.69","2403614060783.6","2525005454545.45","2697151793928.24","3084117647058.82","2904036764705.88","2394785792179.47","2452899665124.47","2634895693131.3","2676605417645.99","2753565033773.77","3034729456047.18","2896420586534.4","2659238931670.25","2637866340434.13","2825207947502.9","", +"格鲁吉亚","GEO","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","7753501867.76095","6357615894.03974","3690328963.64086","2701181331.30816","2513870586.73344","2693731865.97036","3094855183.27441","3510443159.92293","3613498174.54701","2799976944.62056","3057424694.29661","3219488663.77231","3395773557.40766","3991284895.37214","5125365191.98664","6410878799.58074","7745394293.41721","10172882370.5477","12795076469.0099","10766776414.2472","11638500813.5555","14434568633.2642","15846484587.9004","16140014428.2794","16509316418.4176","13993566297.9774","14378036929.0573","15081330942.4188","16209818081.3701","", +"加纳","GHA","GDP（现价美元）","NY.GDP.MKTP.CD","1217230038.26781","1302674264.19915","1382515590.06942","1540797516.79469","1731296118.87113","2053462872.38275","2126300573.17668","1747187539.20717","1666910166.289","1962051319.26134","2215029450.3805","2417107708.25317","2112292944.64142","2465492957.74648","2894409937.8882","2810106382.97872","2765254237.28814","3189428571.42857","3662478184.99127","4020227920.22792","4445228215.76763","4222441614.97432","4035994397.7591","4057275042.82903","4412279843.44423","4504342149.43471","5727602644.71472","5074829931.97279","5197840979.13416","5251764264.26802","5889174825.487","6596546195.65217","6413901601.83066","5966255778.12018","5444560669.45607","6465137614.6789","6934984709.48012","6891308593.75","7480968858.13149","7719354838.70968","4983024408.14828","5314909953.92992","6166330136.2948","7632406552.83803","8881368538.07671","10731634116.7384","20409668521.5494","24758819717.7074","28526891010.4925","25977847813.7422","32174772955.9748","39566292432.8615","41939728978.7281","63277216921.436","53601126665.1424","49181854795.298","55009730589.4447","58996776244.424","65556464056.4301","", +"直布罗陀","GIB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","", +"几内亚","GIN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","1922600899.38433","2041538057.02888","2384295763.72528","2432029380.43686","2666616176.91609","3014890569.04099","3284625277.16186","3279063317.63475","3383218922.79336","3693753379.05992","3869032270.91633","3783788551.0819","3588376057.01536","3461282293.64624","2995360969.16199","2833442750.43639","2949637039.04424","3446442218.89829","3666349049.42641","2937071767.25576","4220019242.75183","6281917655.89242","6964179193.84376","6716904568.75769","6853467857.6196","6785137172.76517","7638045254.43072","8376613843.27475","8778473614.54971","8794202443.67754","8604520929.47352","9915311049.15133","10989790256.3533","", +"冈比亚","GMB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","44212353.6988296","46695363.1558873","41160658.5705371","45168722.6995632","52296836.749388","55728608.974983","59161544.9957528","75187969.924812","95797533.4619206","115182522.123894","112189468.481826","138094243.349324","171836793.402694","207114382.546071","241080708.89018","218764445.784343","216051495.959817","213446562.57106","177338801.93075","225724851.691107","185646209.386282","220626484.224811","266673126.229801","284119692.49433","317083373.524559","690314321.374999","714255460.503389","755042548.055824","746491692.583857","785996982.492168","848237108.56163","803630742.53446","840285264.631545","814723460.08372","782915402.421095","687408804.630527","578236035.104279","487038821.611959","578785951.428733","624173239.919651","655070067.733924","798885556.457903","965781078.206954","900639534.010899","951806368.699129","898290989.936018","910026155.731035","1367041585.0891","1259063630.69993","1394149615.82075","1442298542.08538","1489464787.85603","1624464137.00149","", +"几内亚比绍共和国","GNB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","78733594.8411852","78540057.1372471","87702828.5651641","89374237.2881356","98775328.9473684","108985740.155434","112386489.005677","114971207.205384","122666858.789625","118537875.133044","110653830.722704","154731969.69697","165523634.503718","163577538.326314","138478900.628609","143856253.127248","130225018.751151","173836362.010677","164458120.314176","213143016.443316","243961995.509785","257150374.069711","226313443.749086","236880821.656388","235620043.500927","253966922.278198","270419779.418107","268550998.219197","206457544.497703","224446663.800548","370173838.651652","392278168.199897","415843481.998691","476388260.639232","531109356.165462","586795675.416201","591839470.665059","695990208.376629","864654795.287148","826798659.766283","849050127.504407","1098379391.95039","989327811.785114","1045790132.98518","1053512334.17271","1047808175.00057","1178204501.38801","1346841897.00437","1458156026.13413","", +"赤道几内亚","GNQ","GDP（现价美元）","NY.GDP.MKTP.CD","","","9122751.45318345","10840095.1283649","12712471.3960211","64748333.3333333","69110000","72317446.9327193","67514285.7142857","67225714.2857143","66331428.5714286","64946954.756798","65429198.238708","81203226.9138345","94159862.7073691","104295643.388437","103653049.93797","103987520.075827","","","50642880.7737503","36731422.8456914","44294647.733479","44442456.94764","50320914.4065688","62118564.8495425","76407396.7552964","93345847.7270323","100534663.294927","88265974.5843603","112119406.548331","110906032.075075","134707184.355541","136047896.155778","100807001.813926","141853368.256815","232463036.435759","442337849.474377","370687618.717326","621117885.668503","1045998496.43872","1461139022.02954","1806742742.27311","2484745935.09329","4410764338.66733","8217369092.65224","10086528698.8604","13071718758.7373","19749893536.3204","15027795173.2187","16298542027.9965","21329395900.871","22389626329.3369","21942597765.3631","21736500712.9638","13180195435.1132","11233177619.4663","12289913729.3358","13317453070.3876","", +"希腊","GRC","GDP（现价美元）","NY.GDP.MKTP.CD","4446528164.67559","5016048786.22753","5327573509.09843","5949478034.88751","6680298250.57961","7600579093.1158","8455611129.27936","9136711287.82434","9915140546.35072","11266091570.5718","13139862500","14591755681.8182","16885506818.1818","22347844649.0219","25351305681.8182","28525872476.0893","31152840485.0746","36176233117.4838","44270203153.9889","54481875804.9678","56829663469.2246","52346507380.0738","54617991326.5306","49428872678.0186","48020024788.3918","47820850974.5867","56379593719.5716","65652751132.3603","76261278404.9964","79169043642.4675","97891090928.6328","105143232379.884","116224673042.546","108809058858.502","116601802106.742","136878366230.328","145861612825.595","143157600024.959","144428172835.236","142540728958.023","130133845771.144","136191353467.562","153830947016.751","201924270316.027","240521260988.329","247783001865.44","273317737046.795","318497936901.177","354460802548.704","330000252153.376","299361576558.217","287797822093.178","245670666639.047","239862011450.103","237029579260.722","196591353761.226","195222443512.937","203085551429.132","218031844583.994","", +"格林纳达","GRD","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","71494495.1851852","88322386.2962963","102244362.222222","110900457.037037","115651918.888889","125435590","131803552.222222","145533310.740741","167728455.185185","187589522.592593","215009569.62963","236357523.703704","267327642.222222","278098762.962963","300757888.888889","310160444.444444","309812185.185185","325111814.814815","342172518.518519","366911444.444444","392190592.592593","445903592.592593","482009370.37037","520044370.37037","520444185.185185","540336925.925926","591018407.407407","599118592.592593","695370296.296296","698700666.666667","758683592.592593","825976037.037037","771275555.555555","771013259.259259","778655925.925926","799882259.259259","842620111.111111","911497407.407407","997007925.925926","1061631222.22222","1126882296.2963","1207454555.55556","", +"格陵兰","GRL","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","69520026.6666667","88570952.8688524","106101175.65798","140153748.243656","169918948.629182","211194305.702999","240780413.56493","282269373.001066","355989047.256374","420642463.409998","476055288.418886","435746974.759244","402405069.367769","416183706.943685","379371608.442925","412876071.118493","603015696.452849","787392365.831908","898611007.947709","929796722.387896","1018970364.86443","1016493394.8253","1037921836.9477","927219728.866886","1005879948.43254","1208946165.92889","1197509786.67632","1072147778.03013","1149862702.96084","1131561595.13775","1068030829.75591","1086172922.57413","1169138789.31435","1558753434.43083","1822486688.58807","1849805732.96203","2013099482.07439","2249811708.94796","2499107510.64122","2529948329.57153","2503156060.52524","2684467375.71479","2609667673.71601","2684952726.88425","2842048997.77283","2499115623.00272","2713534471.23312","","","", +"危地马拉","GTM","GDP（现价美元）","NY.GDP.MKTP.CD","1043599900","1076699900","1143600000","1262800000","1299099900","1331399900","1390700000","1453500000","1610500000","1715399900","1904000000","1984800000","2101300000","2569200100","3161499900","3645900000","4365300200","5480500200","6070600200","6902600200","7878700000","8607500300","8716999700","9050000400","9470000100","9721652086.95652","7231963515.98173","7084399840","7841602824.42748","8410724360.79546","7650125217.35253","9406097735.09117","10440842165.3193","11399942453.0646","12983235568.2292","14655404433.2771","15674835615.3139","17790026221.6139","19395491992.9939","18318412251.3642","19288827158.9035","18702802789.3009","20776669466.6053","21917706490.5299","23965275995.7214","27211377225.2715","30231249362.0604","34113107085.6085","39136954232.1988","37734072278.3802","41338521637.6882","47654783851.8252","50388460924.7345","53851148431.9316","58722323918.1604","63767597193.9175","68663653469.1246","75620095537.5005","78460447919.9915","", +"关岛","GUM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","3385000000","3560000000","3857000000","4197000000","4213000000","4375000000","4621000000","4781000000","4895000000","4928000000","5199000000","5336000000","5538000000","5710000000","5793000000","5859000000","","", +"圭亚那","GUY","GDP（现价美元）","NY.GDP.MKTP.CD","170215248.206265","185848451.262906","194948375.430205","175756868.692761","194773376.888526","213235294.117647","228705882.352941","250176470.588235","229750000","249300000","267800000","282050000","285380952.380952","307047619.047619","433954545.454545","494791666.666667","454440000","449880000","507080000","530440000","603200000","570357107.142857","482000000","489333333.333333","437631605.263158","453488372.093023","504651139.534884","354591846.938775","413799990","379779389.705882","396582263.291139","348533094.812165","373573141.486811","454101382.488479","540874934.201012","621626785.915493","705406001.424501","749138009.564539","717530683.169567","694754988.258295","712667896.727512","712167575.624277","726131434.715338","743064076.794566","787814379.183843","824880550.343965","1458453715.32702","1740180444.25731","1916994911.93238","2061323853.88576","2273225041.96217","2576024115.57832","2861562265.88301","2987684170.24434","3077643313.70623","3197225181.59806","3504024213.07506","3555205811.13802","3610435298.87019","", +"高收入国家","HIC","GDP（现价美元）","NY.GDP.MKTP.CD","1059339515224.82","1124267025793.28","1214276811879.52","1307428258996.2","1427744863828","1550217763186.51","1700299368142.65","1823714432547.58","1976077186282.9","2169153141828.69","2382067815783.14","2643908713614.09","3067851149862.03","3712555141830.17","4189551453638.15","4671728204832.11","5089230066458.19","5763471648813.93","6902105592392.63","7982003213961.16","8915308194970.33","9052805903276.37","8971167271634.07","9265539426040.68","9662197688063.13","10142401799421.8","12314032663191.9","14271893977805.9","16074823205814.3","16818038200018.5","18902871222962.2","20000983408117.5","21520991463656.2","21693650106149.7","23266600999584.6","25842517982772.2","26071108613520.4","25641911774912","25737892735164.3","27031979025277","27585557703232.4","27317065057931.7","28477664381263.8","31924056168847","35531784456165.9","37583690650406.5","39688841832102.5","43408127114190.5","46144055275846.8","43284387474062.9","45351965462669.6","48938304410228.3","48994701036926.9","49584416023811.6","50660517806404.2","47850600439654.7","48846737266418.7","51007659904749.6","54118794268746.9","", +"中国香港特别行政区","HKG","GDP（现价美元）","NY.GDP.MKTP.CD","1320796651.69457","1383681651.13776","1612346412.26475","1935298266.45384","2206466461.26434","2435078534.03141","2489845016.64894","2692474989.12571","2716964388.42418","3189740055.13982","3800766535.62088","4476001946.01486","5710107420.14394","8030117555.62033","9388663645.7588","10048022369.9141","12876366008.8077","15719433719.4337","18315007365.9713","22526035940.5921","28861759209.0191","31055409443.043","32291306281.8168","29907091339.5364","33511383985.6741","35699543050.7778","41075570591.9291","50622571586.1149","59707404560.5944","68790369107.2962","76928290841.8701","88959620135.8864","104272278634.731","120353947980.764","135812069768.646","144652912433.103","159717233621.659","177352785419.977","168886163221.567","165768095391.557","171668164082.555","169403241524.337","166349228737.386","161384522525.299","169099768875.193","181570082162.19","193536265094.364","211597405593.868","219279678430.164","214046415026.187","228637697575.04","248513617677.287","262629441493.476","275696879834.966","291459356985.337","309383627028.561","320860698504.309","341648103474.824","362992536837.405","", +"洪都拉斯","HND","GDP（现价美元）","NY.GDP.MKTP.CD","335650000","356200000","387750000","410200000","457000000","508650000","549950000","598100000","646800000","668000050","723000000","731000000","802999950","912499950","1034500000","1124000000","1347999950","1669499950","3097242093.22441","3544281976.29198","3968160045.98684","4043894878.58005","4266503525.61051","4476697184.85981","4915311846.48827","5278120712.5459","5677828958.90605","6190521241.46495","5902717091.54747","5432344901.77821","4923009551.51561","4648668478.56753","4943700431.07368","4926728932.95069","4642280682.14252","5347445005.21376","5215028986.48649","5737099650.19011","6366340265.87888","6414520529.61673","7103507989.05044","7565877533.54421","7775075857.72532","8140282679.97372","8772170427.48088","9672027224.16405","10841723354.4391","12275493958.7834","13789727209.7723","14486137413.5468","15729644901.1305","17588097149.7619","18400538970.1119","18372173610.6685","19618567447.2199","20833948912.2897","21566622849.6057","22940179173.6147","23803230472.6372","", +"重债穷国 (HIPC)","HPC","GDP（现价美元）","NY.GDP.MKTP.CD","17459222700.8852","17926969870.7808","19513856222.7079","23554317701.819","21014685938.361","24538358959.6285","26728307783.9663","26168776936.16","27697608179.4287","30849210814.9694","32281043668.5034","34784616281.045","37755021850.7688","45585455295.3892","55885818113.9904","63590333033.1969","67847073062.7706","79526482797.4493","91653050930.4336","102641494186.546","108056691967.393","107922700506.115","107894259487.999","102011612709.659","102266954527.368","107497538614.697","123553211878.097","135549629548.729","135548176884.368","131087043037.484","134341873486.326","138665054002.554","126657708535.679","130759819301.391","115589194602.328","131657669572.541","137330827487.052","143784825997.713","151163167012.032","151092628498.618","162444931770.66","154762976572.26","166491933733.751","189689609699.896","218179525485.316","248193264864.181","295497846524.314","353110614102.41","426498249170.888","428919945212.731","474041146088.376","529821540814.014","570150898932.386","636323163116.238","672962306369.463","661003607512.643","677328573708.494","753022206109.233","727255209281.288","", +"克罗地亚","HRV","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","22387561845.2244","23678012697.3612","23822087053.2091","25432144406.2043","23386945596.6928","21774273832.1031","23289671102.3197","26868450817.4854","34667270723.3408","41523418159.5214","45347181469.7775","50404444703.3826","60121906684.0682","70494603466.4504","62779128128.3747","59865977191.7061","62399478246.2247","56548374544.8951","58157880646.4618","57682343707.5954","49519006809.2676","51623429121.3635","55201417479.3925","60805659436.216","", +"海地","HTI","GDP（现价美元）","NY.GDP.MKTP.CD","273187200","271066000","281896800","294883400","325281200","353251800","368948600","369124200","367968800","391820400","331200000","362800000","372000000","466800000","565400000","681400000","879000000","947000000","974200000","1080600000","1383800000","1479400000","1474200000","1623600000","1816200000","2009400000","2318000000","2047200000","2613926800","2736243800","3096289800","3473540601.82161","2257121668.19352","1878248741.04949","2167564194.7342","2813313278.81082","2907514522.92503","3338938830.01743","3723909226.86781","4153736347.44223","3953846310.66081","3596443004.56165","3472191962.42287","2960306120.93557","3537720277.49988","4310358095.62898","4756204069.61876","5885325589.97642","6548530572.35291","6584649419.28348","6622541528.56888","7516834160.25277","7890216507.68913","8452509315.87722","8776350789.5993","8724656126.49849","7975563430.00341","8408252995.16143","9658084644.22796","", +"匈牙利","HUN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","34748508332.1068","38724945367.8583","40119073326.3573","43160392123.6053","46418916500.3536","46659796772.5473","47290180588.5993","48770466838.6491","49170434390.9949","47310623887.2319","53821315066.1024","67716887203.4136","85324771841.4118","104066609517.928","113035361316.749","115295199391.606","139850794387.281","157998423131.739","130593960612.172","130922638689.071","140782064609.187","127856647107.82","135220881110.441","140082504424.588","123074092703.141","126007978024.32","139761138102.757","155703069815.638","", +"只有IBRD","IBD","GDP（现价美元）","NY.GDP.MKTP.CD","304069678864.594","290201929935.231","302263491860.947","322785976801.533","366091310434.23","400527189745.144","412625053258.469","424452477248.692","448538482424.449","501149425827.075","544955977327.593","595266975591.105","669892967814.2","861623578017.425","1086845951720.89","1173369161299.91","1278586192425.63","1449231884123.8","1562730491019.3","1872568427134.46","2208646490836.65","2391927383818.7","2373451931481.6","2339621842747.2","2393103336561.89","2527499205990.11","2629048563201.97","2687121091001.43","2906547796734.42","3017390726824.05","3454048564730.25","3721879839768.73","3712217066725.86","3978731711954.24","4349543344256.17","4889274283328.1","5343572921098.42","5656977166522.58","5502291590831.62","5341366035052.45","5804802149772.7","5890230266263.89","5983197306126.84","6735919655458.84","8014727019240.77","9585156095624.62","11367749216481.8","14131000561594.7","16963471720634.8","16461240275448.1","19990767161541.1","23617127235545.3","25106275471953.1","26533916731989.9","27401475014254.7","25861299090783.9","26007844862729","28633325623549.2","30466767138226.6","", +"IBRD与IDA","IBT","GDP（现价美元）","NY.GDP.MKTP.CD","341047910403.424","330143736066.485","345631253541.036","371781232338.534","413495567622.423","454382362158.494","471222864306.609","483598500109.574","510838315645.724","571426369486.514","626734771709.279","677040096697.529","754810294036.51","958402390167.14","1218377239892.61","1332091023098.31","1443653592291.51","1628315934807.2","1766679151025.07","2109151046473.86","2487468601677.43","2809252328055.58","2766033537503.79","2664336090456.44","2689196798950.47","2832099238815.02","2928762884229.66","3001711716320.38","3226934555764.77","3333294828706.89","3793767836131.71","4067762971586.01","4045447747828.5","4297455849304.95","4659855819556.25","5245078155245.54","5734119534918","6062405715327.1","5912345998418.15","5761065803613.74","6262974260039.75","6344475205285.11","6472124689534.54","7285886601924.13","8660725333195.23","10337050112946.7","12286888754055.7","15209144761432.2","18258295218300.4","17726918877572.9","21452222019430.8","25284304987527.2","26903273334456.8","28503883420400.6","29538314075552.1","27954716600642.8","28050551562617.9","30782664821277.7","32672447529304.4","", +"IDA總","IDA","GDP（现价美元）","NY.GDP.MKTP.CD","38231560320.8025","40358683110.8042","43506027186.9027","48930680828.2688","47976820708.9747","54309934298.3281","58865183485.2662","59494949941.1381","62679870045.8457","70668867301.5053","81945635495.6294","82329754180.4518","85900357813.4124","98667523854.3127","133439275199.503","160020034870.773","166842972782.427","181458524441.453","206006191970.492","239410087456.307","282167406822.925","415433331399.712","392042500341.271","328072651881.442","301780104400.727","311153172018.324","307582824049.032","322071906703.33","329033475915.799","322260774126.087","343560392598.444","349217246654.835","336087291874.14","320308938891.477","310288022574.305","356100357454.797","390953385166.882","405464571675.661","410862142715.519","421548022928.833","460281920234.106","456139999488.277","491481672355.466","552835569977.592","649286679832.255","755429255280.097","923859016107.023","1082772980631.25","1300412546186.22","1271510232783.85","1465180099197.68","1668941965076.81","1800009529286.75","1976405957169.28","2148023887682.29","2106056291167.09","2053717726939.24","2158608447502.58","2214471555511.12","", +"IDA混合","IDB","GDP（现价美元）","NY.GDP.MKTP.CD","12276346524.9681","13116425057.8788","14016894564.2088","14825026743.1791","16205156535.4059","17630292016.6688","19127748636.6169","19260006456.5619","20467426308.1593","23346392313.8665","32099046142.8365","29727368747.3565","33268313200.3839","35464839054.7747","51435151101.6284","59204100878.7519","71834819291.1039","75285530916.2374","81613035187.6141","100418618123.482","129045178994.382","249346444930.784","228165899113.592","173993281632.716","149068540251.308","148837527682.774","134233976880.278","137968545575.467","142904259746.137","138139767431.003","149358224393.509","151403738611.463","149657282437.877","133152326583.75","137031694592.057","158227141302.352","174905097325.361","179226444702.356","175946957361.911","183402333869.345","200554559148.27","201330057698.616","222642338180.995","250053302014.356","306064532797.836","367264301700.982","473887201110.281","547458077826.067","651561320885.37","608659912471.784","710857170637.878","821175610000.041","903991245250.574","983062712052.744","1078993325724.2","1024951386304","949684642860.357","942180672601.184","991212192923.733","", +"印度尼西亚","IDN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","5667756644.83099","7076465295.33327","8337423312.88344","9150684931.50685","9333536359.79807","10997590361.4458","16273253012.0482","25802409638.5542","30463855421.6867","37269156626.506","45808915662.6506","51455719099.9244","51400186379.3033","72482337370.3493","85518233450.774","90158449307.2387","81052283404.6079","84853699994.0508","85289491750.3225","79954072569.8533","75929617576.8776","84300174477.2018","94451427898.3405","106140727357.035","116621996217.133","128026966579.964","158006700301.533","176892143931.505","202132028723.115","227369679374.973","215748998609.635","95445547872.715","140001351215.462","165021012077.81","160446947784.909","195660611165.183","234772463823.808","256836875295.452","285868618224.017","364570514304.85","432216737774.861","510228634992.258","539580085612.401","755094160363.073","892969107923.097","917869910105.748","912524136718.019","890814755233.225","860854235065.079","931877364177.742","1015423455783.28","1042173300625.55","", +"只有IDA","IDX","GDP（现价美元）","NY.GDP.MKTP.CD","26907782086.0189","28215436946.8394","30563448055.2682","35507697140.966","32802149587.9371","37993405020.5269","41157529961.8413","41685030534.9039","43706161268.9925","48954489118.8516","50765328674.7009","54006502004.3111","53670916231.3326","64916044846.895","83664198020.6214","103303569154.015","95579567243.0614","107363161791.361","126530737186.811","140339603591.174","152545951095.506","155534627840.112","154907154105.87","148899987068.857","149455079125.759","159544332995.127","172164781671.825","183133562894.909","184940069522.864","183075704409.651","192951045489.888","196584603891.604","184838911042.194","186591133849.176","172033508322.568","196389013000.546","214304334345.818","224637993651.64","233838058579.967","236763917777.236","258189772177.917","253165690597.37","266802750107.873","300502919328.733","340173675067.765","384283257611.95","444482734265.806","529119859384.01","642111042961.651","658773741536.103","748786082530.149","840445860006.432","886434333832.953","983697024193.72","1057615994175.32","1072816242432.06","1100335918044.46","1217660056890.77","1222271018650.91","", +"马恩岛","IMN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","914727080.643268","1023086918.62768","1180919719.40764","1382548249.78303","1567465656.8505","1563667799.61578","1659249982.10835","1947408064.82732","2328854755.67558","2822228368.59817","3032409189.11876","3422651333.94664","4466100440.17607","5928601102.94118","5487083657.89064","5920177688.50433","6566098381.6696","6433357030.0158","6754330154.76004","7428280401.5139","6792417112.29947","6592627599.24386","","","", +"印度","IND","GDP（现价美元）","NY.GDP.MKTP.CD","37029884761.6365","39232436722.9835","42161482867.6871","48421924617.5489","56480291292.4818","59554856000.0288","45865463131.5377","50134943403.2483","53085457141.236","58447996415.5959","62422484548.3796","67350989632.712","71463195540.6261","85515271632.0276","99525901497.5755","98472798813.7125","102717166924.066","121487325381.668","137300298593.834","152991657454.179","186325349548.793","193490614662.615","200715150164.325","218262278633.435","212158239241.317","232511883406.39","248986000002.799","279033590769.841","296589001909.868","296042362070.853","320979034101.132","270105348343.706","288208437278.741","279296029670.677","327275591371.343","360281961338.465","392897063750.676","415867763815.89","421351487589.808","458820428317.587","468394948471.616","485441026156.549","514937961192.908","607699299977.15","709148531774.823","820381672147.736","940259892374.501","1216735426855.47","1198895498504.14","1341886699393.18","1675615312693.42","1823049927771.46","1827637859135.7","1856722121394.53","2039127446298.55","2103587813812.75","2290432075123.75","2652551202555.27","2726322616821.31","", +"未分类国家","INX","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","", +"爱尔兰","IRL","GDP（现价美元）","NY.GDP.MKTP.CD","1939329775.43739","2088012282.35667","2260349684.08625","2430843768.44553","2766608945.87402","2945704142.99765","3104034393.23162","3343636773.36759","3278584478.33023","3787077343.72783","4401259497.2595","5104355308.54734","6325627458.69394","7490132355.77851","7906317068.6798","9495165853.65854","9465078120.57741","11261810825.6629","14665538054.9683","18341273372.0181","21773901116.6855","20694944099.3789","21500471383.8587","20790917196.8288","20130728188.4924","21295485799.95","28748959622.7215","33961141385.7678","37818133293.3413","39285383971.4254","49364679953.1067","49847127139.0544","55985505024.789","52480251773.462","57166035571.2603","69222624368.6869","75880630166.3306","82826141595.0334","90082051923.2926","98692079266.9934","99852958356.3663","109135253959.732","127949875023.527","164284690067.72","193870692699.28","211649034697.177","232083467569.941","269917943471.12","275038896001.172","236316405946.096","222148757313.006","237472361872.56","224999484104.853","238543538776.684","258471885130.304","291499812103.645","300523297712.96","334834010485.56","382487490532.479","", +"伊朗伊斯兰共和国","IRN","GDP（现价美元）","NY.GDP.MKTP.CD","4199134390.12602","4426949094.75238","4693566416.43859","4928628018.38989","5379845647.31828","6197319929.69081","6789938673.21106","7555383689.95794","8623172959.97743","9743089606.11154","10976245154.4469","13731801564.685","17153463263.6627","27081698249.1603","46209092072.5922","51776222349.6891","68055295080.1742","80600122701.4648","77994316621.6283","90391877324.9865","94362275579.8343","100499312748.724","125948756439.668","156365156618.806","162276728618.744","180183629598.693","209094561833.817","134009995922.572","123057861333.923","120496362916.245","124813263926.246","","","63743623232.012","71841461172.545","96419225743.6248","120403931885.441","113919163421.119","110276913362.539","113848450088.351","109591707802.233","126878750295.962","128626917503.72","153544751395.43","190043433964.841","226452138291.542","266298911661.144","349881601458.56","406070949553.875","414059094949.063","487069570463.768","583500357530.414","598853401276.101","467414852231.299","434474616831.914","385874474398.59","418976679728.567","454012768723.589","","", +"伊拉克","IRQ","GDP（现价美元）","NY.GDP.MKTP.CD","1684121534.58415","1831700364.04369","1954634836.18034","1978437692.5231","2340521142.5371","","","","2896947633.71605","3008120974.51694","3281713805.65668","3865346534.65347","4113848002.40312","5134367778.1446","11516762614.2906","13458516762.6143","17754825601.0836","19838130714.5276","23762275651.8794","37816457839.4853","53405689129.6986","38424991534.0332","42595309882.7471","40595046638.7906","46802508845.2879","48284979092.9559","47127693792.2161","56609842393.0524","62503055644.9019","65641363782.5668","179885815374.719","","","","","","","","","","","","","","36627901762.063","49954890353.2609","65140293687.5395","88840050497.0957","131613661510.475","111660855042.735","138516722649.573","185749664444.444","218000986222.639","234648370497.427","234648370497.427","177498577312.923","170219966159.052","193158783783.784","225914183047.981","", +"冰岛","ISL","GDP（现价美元）","NY.GDP.MKTP.CD","248434096.968726","253885656.329253","284916516.159537","340061650.119898","434267936.914583","523694949.370689","628893310.399926","621225962.154708","474399471.622359","414709311.35296","527496590.909091","671258750","840914457.285293","1156175524.24276","1517467733.86693","1408989850.35784","1671997859.14256","2211828983.75823","2515601748.36782","2857724220.07941","3386501917.62548","3498247432.24163","3211446625.91588","2770107922.61742","2868747034.89968","2988537806.23836","3995619693.36467","5528616189.89999","6115814934.67243","5681096096.19612","6478459746.96228","6920116563.2421","7091625419.01334","6227928905.73227","6399064571.28805","7134341218.42524","7438183246.61654","7580988916.04599","8494094642.90999","8971609106.48051","9003639475.42485","8205357164.41227","9294651863.31914","11414054860.577","13834751482.0128","16812529923.7715","17216417442.2912","21514962936.5389","17905251832.0506","13164652894.2464","13683689802.2771","15158548597.3876","14724078264.24","16033517529.2506","17758089312.4856","17344165907.2129","20716024757.4057","24489493459.0074","25882218777.4084","", +"以色列","ISR","GDP（现价美元）","NY.GDP.MKTP.CD","2598500000","3138500000","2510000000","2992333333.33333","3405333333.33333","3663333333.33333","3980000000","4030000000","4619000000","5329333333.33333","7038333333.33333","6702000000","8762500000","11309750000","16317250000","15337833333.3333","15161000000","17347500000","16818647058.8235","21482760000","24129333333.3333","25541982456.1404","27796979423.8683","31046960854.0925","29118001364.2565","27464859869.3698","34047913832.5044","40903634140.2233","50026434048.4083","49829306407.848","58925354726.7136","67459649072.0021","75496923793.2577","75875266421.6812","86216942413.0716","100238675688.241","109855414136.667","114622322548.849","115861598589.511","117011468004.928","132243719324.062","130671332049.362","121042412533.243","126808836147.647","135341922021.419","142411275954.275","153982562749.675","178743403203.427","215960886649.944","207451779086.031","233732926323.391","261716880681.784","257435001991.474","292917010877.217","310007879343.474","300470790394.923","319377923613.703","353268411918.577","369690436162.433","", +"意大利","ITA","GDP（现价美元）","NY.GDP.MKTP.CD","40385288344.1911","44842760293.1924","50383891898.9911","57710743059.8341","63175417019.0094","67978153850.5191","73654870011.2757","81133120065.4202","87942231678.3505","97085082807.3751","113021271995.043","124261125468.165","144780887782.205","174913182331.451","198906210777.017","226944777283.511","223976030937.427","256746610489.357","314019078256.902","392378584945.234","475682506443.59","429282143246.466","425863251968.504","441580962901.581","436443280912.497","450725816042.998","638273986102.091","803055418882.581","888667913418.625","925598068021.451","1177326294440.85","1242109397533.95","1315806985860.17","1061445225790.57","1095590833693.56","1170787352906.22","1308929351236.04","1239050932241.93","1266309245009.48","1248563179203.07","1141759996314.72","1162317852348.99","1266510634293.24","1569649661399.55","1798314750434.57","1852661982340.5","1942633797516","2203053380782.92","2390729163615.06","2185160183384.27","2125058244242.92","2276292404600.52","2072823157059.76","2130491320658.68","2151732868243.21","1832273032580.67","1869201702185.17","1946570340341.13","2073901988878.23","", +"牙买加","JAM","GDP（现价美元）","NY.GDP.MKTP.CD","699050678.98642","748028839.423211","777712445.751085","826690466.190676","897931401.371972","972140557.188856","1096738065.2387","1148025407.34604","1083883355.33421","1191287651.50606","1404776071.04284","1539865513.92891","1875048859.93485","1905917553.19149","2375096249.03751","2860411285.88714","2966010229.8977","3249697393.02607","2644449232.29321","2425033998.18676","2679409453.23903","2979061412.37229","3293533288.42483","3619294120.69144","2373566957.49214","2100223149.71396","2754566176.20212","3286987551.71597","3828310734.97795","4404970058.83786","4592224067.37194","4071219198.03601","3530892749.02131","5405097570.68897","5419134875.33794","6538840169.73126","7368000000","8375077442.97381","8763219645.29332","8851581632.65306","8985352831.94058","9178016493.05556","9694169756.90153","9399447609.1835","10150978154.5484","11204416000","11901911987.8604","12827809965.2375","13680482786.9977","12067478477.5714","13200286270.4683","14413359665.4275","14798716216.2162","14193012191.4957","13852192273.1357","14145469269.457","14072135208.5664","14781107821.7513","15717858486.9424","", +"约旦","JOR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","599831979.837581","658078969.476337","631755810.697284","561187342.481098","698963875.66508","639596751.610193","678241388.966676","788574628.955475","943700547.778454","1197454206.76808","1363039399.62477","1708734939.75904","2096568478.59095","2602748691.09948","3271728271.72827","3910036925.14267","4384685230.02421","4680567375.88653","4920407601.21179","4966710013.0039","4993829194.12063","6401380000","6755599113.73707","6277197435.2124","4220945005.22102","4160003917.43258","4344250257.01278","5311329067.37276","5605841535.57512","6237739516.24445","6727446632.42009","6928359238.36389","7246188575.45839","7912327362.48237","8149106064.88011","8460424400.56418","8975689844.8519","9582453032.44006","10195660789.8449","11411390409.0268","12588665303.244","15056929760.2257","17110587447.1086","22218617771.5092","23974612129.7602","26551480959.0973","28932299012.6939","30966149506.347","33675599435.8251","36104372355.4302","37968970380.8181","39252468265.1622","40765867418.8999","42290832157.969","", +"日本","JPN","GDP（现价美元）","NY.GDP.MKTP.CD","44307342950.4","53508617739.3778","60723018683.7333","69498131797.3333","81749006381.5111","90950278257.7778","105628070343.111","123781880217.6","146601072685.511","172204199480.889","212609187920.833","240151807459.955","318031297492.682","432082670451.087","479625998614.775","521541905671.903","586161859001.02","721411786537.187","1013612173519.79","1055012119528.16","1105385973763.87","1218988935129.81","1134518001884.56","1243323592058.83","1318381627003.76","1398892744820.69","2078953333673.55","2532808573157.03","3071683013178.91","3054914166263.18","3132817652848.04","3584420077100.84","3908809463463.86","4454143876947.21","4907039384469.68","5449116304981.1","4833712542207.1","4414732843544.43","4032509760872.94","4562078822335.45","4887519660744.86","4303544259842.72","4115116279069.77","4445658071221.86","4815148854362.11","4755410630912.14","4530377224970.4","4515264514430.57","5037908465114.48","5231382674593.7","5700098114744.41","6157459594823.72","6203213121334.12","5155717056270.83","4850413536037.84","4389475622588.97","4926667087367.51","4859950558538.97","4970915556638.88","", +"哈萨克斯坦","KAZ","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","26932728898.8146","24881135586.399","24906939560.1098","23409027475.6879","21250839258.0901","20374307047.115","21035357832.8019","22165932062.966","22135245413.2312","16870817134.7767","18291990619.137","22152694161.8882","24636593223.3467","30833699702.7594","43151647002.6096","57123671733.8953","81003884545.4098","104849886825.584","133441612246.798","115308661142.927","148047348240.643","192626507971.584","207998568865.789","236634552078.102","221415572819.5","184388432148.715","137278320084.171","162886867831.694","170538870248.194","", +"肯尼亚","KEN","GDP（现价美元）","NY.GDP.MKTP.CD","791265458.818076","792959472.139024","868111400.014073","926589348.572953","998759333.643326","997919319.980049","1164519673.19763","1232559505.92359","1353295457.5261","1458379415.40278","1603447357.25171","1778391289.19123","2107279157.38336","2502142444.15525","2973309272.04487","3259344935.76836","3474542392.03212","4494378855.33109","5303734882.53446","6234390975.27091","7265315331.62273","6854491453.90208","6431579357.31256","5979198463.83025","6191437070.44184","6135034338.30431","7239126716.93219","7970820530.75078","8355380879.12955","8283114648.36775","8572359162.85631","8151479004.21334","8209129171.73649","5751789915.05363","7148145375.78545","9046326059.98857","12045858436.2399","13115773737.5664","14093998843.7334","12896013576.7324","12705357103.0056","12986007425.8781","13147743910.7241","14904517649.8476","16095337093.8366","18737897744.7948","25825524820.8064","31958195182.2406","35895153327.8497","37021512048.8158","40000088346.8041","41953433591.4101","50412754861.0191","55096728047.9408","61448046801.7207","64007750178.5974","69188755510.9427","78757391333.0088","87908262520.2133","", +"吉尔吉斯斯坦","KGZ","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","2675000000","2569444444.44444","2316562500","2028295454.54545","1681006993.00699","1661018518.51852","1827570586.16784","1767864035.71943","1645963749.83146","1249061487.01457","1369692689.42855","1525112241.84376","1605640974.292","1919012666.56904","2211534585.0034","2460248026.17783","2834168889.42019","3802566170.81543","5139957784.91084","4690062255.12247","4794357795.07139","6197766118.59856","6605139933.41063","7335027591.91628","7468096566.71158","6678178340.45121","6813092065.83507","7702934800.12836","8092836608.78875","", +"柬埔寨","KHM","GDP（现价美元）","NY.GDP.MKTP.CD","637142865.714286","642857134.285714","660000008.571429","728571437.142857","782857128.571429","868571428.571429","914285714.285714","962857134.285714","1065714248.57143","978873232.394366","718401157.724163","969911421.394181","505549441.375077","702899155.982033","588443893.689773","","","","","","","","","","","","","","","","","","","2533727592.04165","2791435272.26653","3441205692.9166","3506695719.57259","3443413388.6909","3120425502.58253","3517242477.2285","3677897739.07628","3984000517.02345","4284028482.53766","4658246918.27092","5337833248.03924","6293046161.83262","7274595706.67154","8639235842.18075","10351914093.1723","10401851850.6108","11242275198.9783","12829541141.0127","14054443213.4639","15227991395.2201","16702610842.4025","18049954289.4229","20016747754.0192","22177200511.5811","24571753583.4922","", +"基里巴斯","KIR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","14295279.5446937","15278632.4786325","18936526.9461078","31710657.7257811","85637174.3722131","55081816.9917528","41109617.4996945","38748059.4366822","45210026.3248255","42620165.4370668","38715554.5433842","41369800.0459664","40572066.1324678","37837837.8378378","41246160.596753","32125148.4042182","32085561.4973262","33608738.2719507","42972107.1958747","41119721.651115","39809538.6776989","47515189.2818196","47737955.346651","46919624.6430029","54832577.8622606","56338028.1690141","66515376.7900462","67537479.5903221","65334841.0604347","69032258.0645161","67254174.3970315","63101272.3699183","72196457.6768445","90231856.8000519","102367039.270481","112133944.253532","110234939.759036","132671742.950381","141042610.300285","132420059.273124","156120895.248578","181705002.578649","190243321.598675","185113921.606488","179703443.302686","171117872.436331","178328873.030033","185572501.532802","188284518.828452","", +"圣基茨和尼维斯","KNA","GDP（现价美元）","NY.GDP.MKTP.CD","12366563.6119699","12483229.3064224","12541562.1536487","12833226.3897801","13416554.8620428","13593932.3220537","14469078.1796966","16742338.2519864","14600000","15850000","16300000","19624746.4503043","22944849.1155047","24196018.3767228","31514856.3078422","33364055.2995392","30095602.2944551","44496737.7777778","49433941.4814815","58840662.5925926","68459214.0740741","80890204.8148148","86021798.5185185","86875571.4814815","98603924.8148148","111008962.222222","130684579.62963","147748773.333333","172692174.444444","192517321.851852","217258907.777778","220539507.407407","242135418.148148","263754660.37037","295157658.148148","313483384.814815","333946095.555556","374640295.109925","383257144.922701","406597034.441849","433520494.939384","475443712.230749","497328946.724502","486344351.017684","529250459.259259","577730934.074074","657227386.666667","723938700.37037","793368441.007407","767066391.818518","766785071.244444","818728133.003704","800392821.222222","849496203.911111","916857359.52963","936314411.47037","958973183.222222","992007403.125926","1039875050.37037","", +"大韩民国","KOR","GDP（现价美元）","NY.GDP.MKTP.CD","3957240260.5632","2417638423.22215","2813856976.37299","3988476878.75723","3458565256.57027","3120495495.4955","3928281860.39655","4854724234.80704","6117115488.88487","7675943920.04442","8999227202.47295","9889961111.91128","10842220468.8335","13841885920.8676","19482038222.8595","21704752066.1157","29779338842.9752","38265082644.6281","51700619834.7107","66567975206.6116","64980820835.3226","72425590649.4574","77773431088.253","87024427972.9294","96597434179.5082","100273097170.18","115537126325.94","146133338196.141","196964195387.371","243526047716.915","279349355713.801","325734233312.879","350051111253.443","386302839273.923","455602962225.403","556130926912.754","598099073901.423","557503074772.151","374241351752.483","485248229336.653","561633125839.994","533052076313.527","609020054512.465","680520724062.403","764880644710.649","898137194716.188","1011797457138.5","1122679154632.41","1002219052967.54","901934953364.711","1094499338702.72","1202463682633.85","1222807284485.31","1305604981271.91","1411333926201.24","1382764027113.82","1414804158515.26","1530750923148.7","1619423701169.63","", +"科威特","KWT","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","2097451694.2033","2391486978.43741","2441893027.16326","2663119574.34892","2769532343.88127","2873984878.18538","3880370401.57259","4451200972.9401","5408293998.65138","13004774556.6166","12024138275.8621","13131668946.6484","14135729588.2763","15500908760.4507","24746019536.903","28638550499.4451","25056672166.4275","21577977770.059","20869434305.3173","21697297872.3404","21442619680.8511","17903681693.0489","22365734481.5213","20692472759.8566","24312117767.1886","18427777777.7778","11008793176.2223","19858555214.7239","23941391390.7285","24848483838.3838","27191689008.0429","31493987641.9506","30354434553.2476","25941929461.9423","30121879434.954","37711864406.7797","34890772742.0933","38137545245.1464","47875838926.1745","59440108585.0017","80797945205.4795","101550654720.882","114641097818.438","147395833333.333","105899930507.297","115419050942.08","154027536231.884","174070025008.932","174161142454.161","162631412508.784","114567298105.683","109420059582.92","119551599076.822","141677814569.536","", +"拉丁美洲与加勒比海地区（不包括高收入）","LAC","GDP（现价美元）","NY.GDP.MKTP.CD","73151522198.0891","76524296012.9825","87601060226.1783","88011983877.5782","98265109426.5106","105186423121.432","115235605561.664","118357736873.132","127912586668.453","142670939455.295","155221663095.508","172342385221.745","194963588263.664","254726951414.244","339398044870.226","364895182445.348","404275059140.21","441276608105.165","500551812253.891","592896655155.104","709829063567.046","819333796367.37","767578184835.545","677040151067.87","682596196178.397","705501097566.392","709019114854.277","744562045205.951","842342053696.665","920288297286.948","1083284342722.61","1344489663933.72","1251872005361.98","1448798458495.5","1658474930973.07","1755356887700.61","1902761231696.13","2085058220877.64","2099481346655.74","1877181244922.34","2082504909038.6","2033378088396.85","1809035130826.94","1841474102574.35","2118651764804.28","2574876152177.99","3022671923224.93","3585702739430.15","4198034291231.18","3933625483328.37","4904606932154.93","5584687674430.54","5621553055485.71","5748382922892.87","5882790470977.05","4997012843036.87","4857776801085.38","5405037342852.1","5193396903833.44","", +"老挝","LAO","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","1757142805.71429","2366666615.55556","1776842041.05263","1087273103.69639","598961269.297879","714046821.093797","865559856.1639","1028087972.31085","1127806944.61513","1327748654.65969","1543606345.11684","1763536304.53964","1873671550.34636","1747011857.33107","1280177838.71905","1454430642.49183","1731198022.45494","1768619058.34647","1758176653.07746","2023324407.30316","2366398119.8821","2735558726.25625","3452882514.00166","4222962987.53859","5443915120.50795","5832915387.08908","7127792629.58294","8749241114.18913","10191350119.6808","11942230508.334","13268458231.9284","14390391264.2607","15805707154.2329","16853087485.4118","18130724396.3364","", +"黎巴嫩","LBN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","3313540067.93246","2717998687.71002","2838485353.96187","4690415092.53663","5843579160.90122","7941744492.1211","9599127049.9375","11718795528.4939","13690217333.2697","15751867489.4446","17247179005.5219","17391056369.2265","17260364842.4544","17649751243.7811","19152238805.9701","20082918739.6352","21145518599.8673","21489962079.602","22048664306.2023","24873482491.675","29227542759.602","35477299023.8806","38419626533.9967","40075674295.1907","44230727694.859","46866579767.8275","48296099502.4876","49973893200.6633","51239050082.9187","53393799668.325","56639155555.5556","", +"利比里亚","LBR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","874000000","906000000","927000000","748000000","897000000","949000000","1119000000","1373000000","1726000000","1768000000","1998000000","2398000000","2721000000","3067000000","3144000000","3177000000","3277826000","3285455000","3249000000","", +"利比亚","LBY","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","28901836158.1921","31995012468.8279","33881392045.4545","30657030223.3903","28607921928.8175","25544128198.9955","27884615384.6154","30698633109.1343","27249786142.0017","35976714100.9056","38270206950.41","34110064452.1567","20481889763.7795","26265625000","33122307692.3077","47334148578.4164","54961936662.6066","67516236337.7158","87140405361.2292","63028320702.0343","74773444900.5368","34699395523.6073","81873662518.8238","65502870173.7831","41142722414.3351","27842131479.8726","26221660067.6697","38115981878.5647","48319620013.078","", +"圣卢西亚","LCA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","92546835.9259259","107827737.407407","130475734.444444","154461345.185185","177541041.481481","193148724.074074","208178548.888889","229371734.074074","254459434.444444","304169848.148148","335887283.703704","384376809.62963","435493044.074074","518433324.814815","548819074.074074","602911074.074074","612538814.814815","638422518.518518","682370000","705672777.777778","721068259.259259","784752481.481482","824732888.888889","834327296.296296","798333814.814815","805069148.148148","883314333.333333","954317407.407407","1015934666.66667","1134567222.22222","1279428222.22222","1286720333.33333","1278745518.51852","1399203481.48148","1444269666.66667","1437879370.37037","1481132148.14815","1542406296.2963","1640925666.66667","1688244703.7037","1810139888.88889","1876189777.77778","", +"拉丁美洲与加勒比海地区","LCN","GDP（现价美元）","NY.GDP.MKTP.CD","81565903441.8461","86359716456.7515","98783719063.8261","99694830662.0759","111098331108.909","118439031787.985","129903917602.082","133326445950.314","143599791791.911","160810810704.896","175071035102.951","195615117884.728","219740143990.978","287801878039.306","374033795340.455","391671560201.435","435125044340.445","478237747719.787","542951074061.684","647306451890.903","779588642794.659","898983453972.667","838671751679.881","739244129762.939","746420837980.004","768852209952.423","774460413571.5","817561849917.264","921828566820.827","1006296671041.03","1178166874370.62","1449485344516.14","1369927204648.79","1575484838602.26","1800205595450.76","1919636489927.56","2077237385814.28","2277266787746.16","2297915055244.36","2073279888299.07","2286930519732.8","2237512350937.42","2007714754373.6","2051191419284.12","2363958082179.67","2858100756633.53","3350771445882.55","3947928508462.87","4588436486040.13","4312105501412.17","5347162175796.48","6080012753550.91","6143036728395.19","6294625532171.87","6416225701699.74","5517742948141.7","5387475015449.07","5970989904971.93","5787292630122.98","", +"最不发达国家：联合国分类","LDC","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","116205227874.893","117658054835.841","117174379003.154","110084215612.734","109713635759.849","122662608853.018","133399431086.12","145882171443.579","150758130848.53","154415994267.428","161029304757.449","162746500154.703","147637402595.856","147186781620.4","136821486972.932","156101446534.603","171697822071.563","181353235017.823","185696005804.861","187874888788.193","212740581387.257","202798576024.992","220225301041.279","249922407262.153","286985722255.404","337138215603.299","394769204228.457","472886038254.431","587171215385.522","585597465468.025","672657292013.901","772120609923.651","824528499166.106","892693870403.796","970016256292.325","960498455546.799","960780035516.06","1078897293216.62","1053134397080.74","", +"低收入国家","LIC","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","95928350185.1557","94031484552.0454","102220650299.739","106567387434.239","96647876654.0149","95897147248.2672","78500474578.129","89456161732.5843","101536982129.758","106964656831.445","114077455664.444","115649658526.065","137976985614.59","129270792656.607","137584168889.109","149520045347.202","171703760023.987","197010440926.034","221957643010.035","267104625629.813","327077551746.733","335063155444.682","368434174244.395","412389209537.131","445017519259.077","487071447752.522","524078350009.157","517632917094.299","494529621992.603","527887616045.976","573349332215.685","", +"列支敦士登","LIE","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","90098330.6654471","104888628.171944","124941925.010473","165930611.729019","193983720.461869","246387479.177159","272493879.020643","303496276.263782","436918176.733781","503180669.994587","534701915.617354","511658690.561043","522090331.478107","524034109.856605","502617355.407073","529078995.563876","779365167.602424","1052843347.63948","1161757671.01756","1120000916.92646","1421466239.56234","1484152022.3152","1631197909.259","1673104493.77369","1948118227.68151","2428461395.34884","2504033252.42718","2298410390.68421","2479721340.8746","2664026095.06058","2483953102.79488","2491822706.80256","2688630822.53304","3070691319.52179","3454362685.96703","3659251525.8593","4000239272.61126","4601299566.81106","5081432924.0144","4504549214.22663","5082366478.08994","5739977477.47748","5456009384.66461","6391735893.83968","6657170923.37918","6268391521.19701","6214633651.30911","","","", +"斯里兰卡","LKA","GDP（现价美元）","NY.GDP.MKTP.CD","1409873949.57983","1444327731.09244","1434156378.60082","1240672268.90756","1309747899.15966","1698319327.73109","1751470588.23529","1859465020.57613","1801344537.81513","1965546218.48739","2296470588.23529","2369308600.33727","2553936348.40871","2875625000","3574586466.16541","3791298145.50642","3591319857.31272","4104509582.86359","2733183856.50224","3364611432.24149","4024621899.57653","4415844155.84416","4768765016.81884","5167913302.16745","6043474842.76729","5978460972.01767","6405210563.88294","6682167119.56522","6978371581.26375","6987267683.77254","8032551173.24014","9000362581.58086","9703011635.86585","10338679635.7616","11717604208.8223","13029697560.9756","13897738375.2488","15091913883.7091","15794972847.1683","15656327859.5696","16330814179.9766","15749753804.8344","16536535647.0834","18881765437.2151","20662525941.2986","24405791044.7761","28279814924.5918","32350248410.8216","40713812309.7316","42066217871.5349","56725749221.9043","65292753005.4664","68434409315.1123","74317806538.3632","79356449840.5771","80604080688.5775","82401038709.5356","88019706803.834","88900770857.6351","", +"中低等收入国家","LMC","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","131335493407.561","118670680774.031","126565924014.637","135903213048.592","151116452237.176","167311602994.169","173898878154.42","185112009788.262","221060136723.951","281788678296.6","311827653615.389","336586493203.544","384755294862.033","432865120312.308","493442060468.725","611365115904.88","761963870792.07","757057533640.712","705041426259.727","681302387858.49","718717850493.039","743570548935.96","807684225672.165","840778264768.93","846748020558.246","908974611246.313","867268254228.808","904544970991.575","908014642097.752","990863433926.493","1111477008789.2","1217765346499.73","1255256030355.16","1131207498907.92","1231061418417.41","1292546803055.69","1309633849658.81","1413171315231.28","1621656196590.36","1861286928582.84","2158137424504.53","2592282288330.26","3177011935888.98","3560010071485.11","3645471589052.63","4462020711439.79","5039221584981.71","5287092922777.45","5521874030996.19","5826965731799.72","5784352356553.79","6023987416728.54","6521854050234.46","6707523521117.74","", +"中低收入国家","LMY","GDP（现价美元）","NY.GDP.MKTP.CD","330861763917.007","318600585908.543","332478388972.24","358206683082.729","398573115727.429","439177347422.647","454555401028.541","467027748421.452","493811978756.132","551749672398.952","605341531971.92","652857839995.716","729876482152.511","922866447285.917","1179248959010.05","1303845563848.53","1410432670088.27","1586002615204.9","1721658973151.87","2047766998111.09","2403224429427.52","2709604483143.75","2679922950041.67","2593290978013.69","2620861140781.18","2762222168518.1","2858571711510.93","2925187845940.12","3144641875188.83","3244526172303.44","3692019428716.97","3933174601745.85","3888149131757.78","4132550898204.69","4474005938161.69","5009057225265.1","5467384835339.59","5786039617083.45","5620111798444.23","5484762235282.19","5985797608183.47","6055868637597.53","6181101864046.22","6964185452030.11","8269354790875.17","9865145978853.6","11744315615001.4","14551708478638.6","17468072746625","17053403989459.8","20688552311327.8","24427619506405.7","26063059453595.2","27620223467883.4","28651848468302.9","27169208461257.4","27267128269201","29913593629968.4","31716818519203.7","", +"莱索托","LSO","GDP（现价美元）","NY.GDP.MKTP.CD","34579308.4138317","35699286.0142797","41859162.8167437","47039059.2188156","51938961.2207756","54878902.4219516","56698866.0226795","59260814.7837043","61444771.1045779","65966680.6663867","68738625.2274955","76482102.9082774","80915831.9240276","121181556.195965","150846210.448859","149560513.860717","147654093.836247","193307267.709292","266559337.626495","290142517.814727","431561376.476631","434188034.188034","348746822.619267","386699308.859169","333158476.24212","268626912.549917","318862888.402626","402774852.652259","470389179.678909","495404888.092424","596415104.549144","704329192.771521","831033941.093969","835592802.276831","878250450.602681","1001889856.91048","946123275.88212","997996028.645833","928458205.958432","912771290.61298","887295267.875155","825706961.238689","775780697.676625","1157832934.55127","1511236655.52047","1682350934.85132","1800105589.60349","1716262753.00196","1758534994.91599","1773199523.2307","2361613519.64159","2787951880.56906","2678475773.44702","2526009062.56797","2614566292.25907","2510312801.2603","2323419617.12079","2578265355.71255","2791762880.25884","", +"後期人口紅利","LTE","GDP（现价美元）","NY.GDP.MKTP.CD","183061047521.465","169041324580.202","177347386881.826","192213030198.235","212037969291.718","236501537215.115","262597831064.591","265273328167.961","270794236964.385","302616049105.328","343783661608.344","382780595435.184","439259650868.73","558084295384.574","657251583017.66","722260164109.831","788041705761.712","914764764334.384","953097415254.24","1138824821899.7","1290913123096.68","1368386571595.86","1400088265402.6","1293705033715.18","1362078206192.98","1456040195123.92","1548564126717.56","1632273522785.52","1798184307190.2","1905411020030.49","2033422680523.2","2238945787502.21","2089624400346.67","2167795415767.6","2469472874317.83","3017282605582.06","3326521557875.68","3482397750784.27","3352587930539.97","3097524613620.62","3402210697548.39","3516195968048.89","3724771018143.04","4245070685262.11","5104556621725.79","6162863040522.77","7437889799089.61","9371138694088.05","11650674845461","11259792367039.9","13503834443038.7","16461185830294.5","17608126962516.3","18982109187439.4","19662078775687.1","18417470784005.1","18418345279120.1","20361112227195.4","22170288242255.8","", +"立陶宛","LTU","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","7870782260.51698","8385109020.28485","10120274492.8787","11240360897.7126","10972878636.1675","11539211480.3625","12252498921.0186","14278357283.7419","18802576988.1557","22649930576.2543","26125575942.2814","30216060233.4044","39738180076.6283","47850551148.8365","37440673477.8982","37120517693.8622","43476873412.803","42848195256.2142","46417340374.5203","48516371720.8346","41516701871.248","42973365745.2891","47544459558.9514","53251369047.3762","", +"卢森堡","LUX","GDP（现价美元）","NY.GDP.MKTP.CD","703925705.942958","704145671.350213","741509480.796284","791140595.772755","903158753.943622","921600736.304026","968440149.470951","974721762.535327","1066447130.82052","1234878980.502","1509155062.52521","1572310771.77053","1968733021.7212","2701874663.63072","3295861019.05551","3233431611.27564","3544268025.07837","3922895891.95273","4884869091.84066","5711457760.04403","6232005655.95255","5231808670.14342","4764549532.05015","4683697830.37475","4594891580.56409","4738559684.76119","6921264132.20155","8614215559.15721","9750161053.209","10391504709.2547","13229247947.8513","14321878795.0384","16065740777.9172","16486900186.5672","18325791415.4811","21588170498.0843","21776609771.987","19731912494.3617","20209122027.1171","22235929043.2559","21263514833.2412","21272418791.9463","23616328816.1114","29557325056.4334","34685281847.5292","37347394602.6614","42414308116.9239","50888134410.0739","55849686538.7432","51370543206.4462","53212476812.2957","60004630234.4135","56677961787.0717","61739352212.3049","66103853236.7572","57204400105.015","58961235412.2227","62316359824.1281","69487922619.3401","", +"拉脱维亚","LVA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","5788368511.12379","5970044665.64574","6525676264.21486","7174985106.63648","7533187605.09248","7937758980.30127","8350252966.19655","9546441564.34743","11748433157.0533","14373269155.7174","16922504044.804","21447021570.1028","30901399261.387","35596016664.2304","26169854045.0375","23757368290.0955","28223552824.7508","28119996053.2511","30254677296.9181","31335013751.5424","26972863393.6384","27695474684.447","30463302413.7289","34849078085.6672","", +"中国澳门特别行政区","MAC","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","1130457130.00739","1121486562.52512","1292281653.68246","1348827324.09861","1517496131.38322","1941246972.45874","2269233639.28065","2683254708.17411","3220920084.77746","3735117374.41125","4879018601.90911","5625533410.31176","6265844252.10105","6996034036.99892","7122539666.59972","7211264780.00828","6742367273.27418","6490571703.85015","6720492405.83611","6811227982.82193","7322677820.10108","8195033162.12038","10585624890.9277","12092222041.9168","14789661809.1834","18340447242.9971","20917444919.6394","21475520709.3922","28123640998.7253","36709860068.3445","43031577366.4251","51552075901.5183","55347998647.8196","45361678146.5247","45322259884.1791","50559431846.4989","54545184267.5751","", +"圣马丁（法属）","MAF","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","", +"摩洛哥","MAR","GDP（现价美元）","NY.GDP.MKTP.CD","2037150716.33238","2025689536.60705","2379606422.29029","2657247327.3392","2798339768.79755","2948325264.30195","2876395613.08171","3046339294.53611","3271415867.99723","3651615453.01848","3956328426.04486","4356633663.36634","5074117544.77482","6242177798.33938","7675408485.51421","8984824182.60333","9584323309.12136","11049896742.3889","13236854105.1672","15912133569.2852","21728770055.3777","17788171722.4446","17692341358.1272","16251460689.3254","14824728528.4604","14991283215.7408","19462175321.8224","21765261041.7265","25705296183.5037","26314220188.0257","30180108561.9305","32285388165.2999","33711069430.78","31655473663.8348","35604137422.5796","39030285468.3841","43161452678.4383","39147844526.0838","41806219378.6181","41632027599.8531","38857251336.3448","39459581217.3759","42236836820.6152","52064058833.9739","59626020162.3816","62343022650.8742","68640825480.9223","79041294874.4553","92507257783.5697","92897320375.8176","93216746661.5977","101370474295.109","98266306615.3632","106825649872.108","110081248587.369","101179808076.36","103345296966.607","109708728848.535","118495328198.08","", +"摩纳哥","MCO","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","293073868.023221","327651487.962757","402460333.237637","523552815.119127","563939670.704419","711922994.225545","735339911.935065","811250927.388998","1000535735.38751","1209898293.46372","1378130995.65913","1205166025.51592","1143229071.77943","1092551781.01486","1037314956.25083","1082851076.52158","1515209588.2378","1839095595.25655","2000674667.08261","2010116851.20284","2481316053.85316","2480497538.54794","2737067001.75938","2574440022.97964","2720297793.28662","3130270895.13587","3137848801.03606","2840182220.99117","2934578821.10938","2906009307.6651","2647883815.57966","2671424966.44295","2905840862.03651","3589126975.1693","4110169853.48895","4203084193.50827","4582988332.70606","5867916780.72817","6476490405.74191","5451653237.01028","5362649006.62252","6080344731.72088","5743029680.07195","6553372278.27934","7060236168.2367","6258178995.23123","6468252212.38938","6400946585.53076","","", +"摩尔多瓦","MDA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","1752979926.41489","1695122173.91304","1930081168.83117","1698717504.65549","1170782957.37443","1288429391.79951","1480673594.05602","1661818168.4226","1980901553.51226","2598231467.43671","2988338439.31553","3408272498.11516","4401154128.12297","6054806100.8468","5439422031.39627","6974960345.3712","8414360656.29632","8709165249.26928","9496684701.43325","9510219299.49557","7745231660.33425","8071480540.86068","9669759987.02633","11309082555.1568","", +"马达加斯加","MDG","GDP（现价美元）","NY.GDP.MKTP.CD","673081724.076322","699161943.857103","739286906.851553","759345862.971331","802482182.924192","833563472.162352","900264583.688205","956436931.142347","1031669636.36116","1056391054.5386","1111859569.7715","1199507629.99179","1341590681.58511","1653062347.36254","1917508190.04689","2283049233.28758","2181844193.9254","2358930406.42896","2669755115.50569","3463565881.42486","4042139901.36698","3594868208.41885","3526198070.09621","3511573991.89742","2939485471.50097","2857889712.4808","3258288890.58567","2565634382.28689","2442507588.38496","2498059014.77295","3081479800.28769","2653141958.52585","3024459564.32157","3370842210.90955","2977040722.47057","3159901231.97468","3995028592.78722","3545776697.12109","3738704467.51878","3717515282.53319","3877673539.09084","4529575347.56805","4397254607.61164","5474030080.24451","4363934494.37405","5039293030.82367","5515884348.54904","7342923489.09616","9413002920.97008","8550363974.79243","8729936135.74487","9892702357.56691","9919780071.28764","10601690871.7611","10673516672.6664","9744243531.20119","9958655044.98547","11465850504.0067","12100459087.2532","", +"马尔代夫","MDV","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","42463576.1589404","44781456.9536424","47935843.7935844","57829787.2340425","109503546.099291","127154929.577465","141902097.902098","141268980.477223","168610478.359909","189535398.230089","215089005.235602","244468292.682927","284853358.561968","322326642.335766","355884383.08887","398988954.970263","450382327.952421","508223602.37893","540096397.621071","589239753.610875","624337145.284622","870179738.562091","897031250","1052121054.6875","1226829562.5","1163362437.5","1575200390.625","1868383460.9375","2271646187.5","2345294875","2588176054.6875","2774351760.03287","2886170571.69634","3295011381.75405","3697351596.83753","4109424799.72407","4414055724.73387","4865546025.86599","5272288442.84566","", +"中东与北非地区","MEA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","32442600991.2546","36096691228.0146","41515837165.5785","47873000169.229","58546679180.8722","78672070731.1584","142778756162.062","155891439603.545","193617322983.28","224453533285.254","238456857098.574","311571986065.14","401373052870.681","414879769427.901","415696836243.358","422819099218.397","428820268874.783","435916738779.892","446708185515.019","410970895760.933","408409905957.318","420664060516.896","550672700031.725","554619640067.1","603659416995.199","607894528644.182","633727283356.403","708644708098.498","802281807818.04","832628504235.547","809324954316.084","866753216731.758","966940531199.356","970588701268.544","966794595638.065","1089041747053.17","1271305394517.72","1530292026599.53","1791193599349.88","2123656501279.28","2648080083193.21","2368422381889.97","2768122882414.01","3282325618009.2","3575615120555.34","3553668416591.58","3569443658321.09","3146224148913.01","3149687655679.88","3275008659269.25","3616868655711.47","", +"墨西哥","MEX","GDP（现价美元）","NY.GDP.MKTP.CD","13040000000","14160000000","15200000000","16960000000","20080000000","21840000000","24320000000","26560000000","29360000000","32480000000","35520000000","39200000000","45200000000","55280000000","72000000000","88000000000","89025974025.974","81814159292.0354","102500000000","134561403508.772","205139086956.522","263959336734.694","184609157801.418","156159198584.513","184261495828.367","195219789801.479","134550096436.744","147540738281.817","181611549975.804","221400669713.589","261253582805.945","313142768453.485","363157598242.27","500736065605.341","527813238126.278","360073909243.855","410975595310.156","500413483109.175","526502129378.284","600232874042.927","707906744574.644","756706300589.791","772106378935.377","729336319677.449","782240601984.76","877476221382.101","975387131716.089","1052696282278.88","1109989063586.62","900045350649.351","1057801295584.05","1180489601957.61","1201089987015.45","1274443084716.57","1314563967425.24","1170564619927.69","1077827944342.35","1158071006809.62","1223808885585.61","", +"马绍尔群岛","MHL","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","31020000","34918000","41749000","45144000","43879000","55989000","62983000","70688000","72798000","78476000","82507000","91063000","99461000","108071000","120230000","110858000","106289100","108702100","107978900","110937700","115152100","124735100","126887600","131334600","137928600","143930000","150776500","152788700","152617500","164969100","173260300","185210500","190800800","183121300","179697900","194497900","204173400","211523642.4","", +"中等收入国家","MIC","GDP（现价美元）","NY.GDP.MKTP.CD","317434679694.265","305111694120.042","317333320911.383","339039915383.481","383077631799.901","420517323623.855","434245020914.411","447370189331.042","473295531297.955","528344221236.662","581160723922.042","626097917171.541","700426101073.436","887925234088.844","1135871448001.19","1253090775556.24","1358034875389.35","1526633656217.97","1652402068255.56","1972368285746.56","2320625683862.77","2626469149035.27","2593131975167.59","2508531806038.68","2539725193515.95","2678974052361.6","2771973669524.19","2839731074699.62","3054109420325.31","3154900003840.91","3593688255495.2","3830471360725.12","3794278074843.37","4038821348046.35","4394572755570.58","4918761146045.64","5365451657119.31","5678590168051.66","5506923851825.85","5370557888509.31","5850969824571.16","5928451639004.1","6046137906748.45","6817070544145.08","8099925700388.2","9670037951607.02","11523319075100.8","14284974962693.2","17143082605884","16723644566816.7","20318662085996.7","24008818074933.2","25612272804253.6","27130342973122.7","28128746365814.5","26656489801955.1","26772713479946.2","29382915152266.2","31143015141249.8","", +"北马其顿","MKD","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","4699646643.10954","4938775510.20408","2436849341.97604","2682456896.55172","3556581986.14319","4680078740.15748","4651453634.08521","3928975903.61446","3756208791.20879","3863743409.49033","3772851420.24763","3709637829.94866","4018365247.44444","4946292774.79046","5682719260.0763","6258600713.82627","6861222331.96317","8336478142.08872","9909548410.82744","9401731495.71661","9407168702.4313","10494632699.3859","9745251126.0109","10817712138.9451","11362272837.8818","10064515432.0265","10672471860.7184","11279509013.9119","12672131053.1578","", +"马里","MLI","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","275494520.141999","343771964.662167","339913833.096246","359772363.262207","430096738.369216","486617332.387405","563683660.31194","538747268.333356","830710615.179954","939227993.66396","1049838492.55759","1222702356.10946","1595423285.64659","1759690811.60699","1538972158.1782","1333754034.23489","1297765448.50498","1232932008.13719","1392195933.33971","1852163474.54664","2090629722.63611","2169040741.55896","2181821902.43953","2681912030.49384","2724131545.16958","2830673388.82429","2818280876.07615","2081846482.74771","2706425298.36818","2780422212.26995","2697105694.07956","2920358586.75234","3439463140.35541","2954129565.82965","3465305993.47783","3889758023.73699","4703504466.53245","5444474268.42491","6245031690.06808","6899799785.8441","8145694631.88354","9750822511.47988","10181021770.4326","10678749467.4697","12978107560.5982","12442747897.2223","13246412031.4145","14345828992.0411","13099495529.7113","14010787737.8424","15339614406.6617","17196688919.9878","", +"马耳他","MLT","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","250721821.553678","264579879.784878","295118249.324932","345602025.375393","376094108.475331","474620439.58496","527936988.791275","625573345.532174","793675169.878579","1001300838.32335","1250242107.87969","1243469360.56838","1234518125","1165771369.00625","1101828568.76804","1117835285.50512","1435079200.34957","1751247763.41948","2019474244.19359","2118574772.11136","2547163582.33149","2750041434.26295","3021910216.71827","2709178326.78271","2998570146.54095","3439931906.61479","3570271557.88471","3705372038.70537","3923637971.04652","4127313818.33836","4306192435.82207","4331870647.71535","4689832689.83269","5456583589.39342","6062780269.0583","6394851386.64345","6757119558.3992","7880509170.54476","8977149553.24447","8528202278.41067","8741059602.64901","9500669014.63601","9211948090.70898","10151192765.7466","11281702719.8057","10701866983.4752","11442612408.8179","12748803180.3035","14542039605.2294","", +"缅甸","MMR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","8905066163.58643","6477790688.22844","6777632512.0781","10467109977.6717","10567354056.4049","11986972418.5103","14502553709.8303","20182477480.5512","31862554101.9378","36906181380.8127","49540813342.4834","59977326085.9908","59937797559.3295","60269734044.526","65446199787.8425","59687410896.5734","63256184700.2223","66719084835.9898","71214803377.8188","", +"中东与北非地区（不包括高收入）","MNA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","291977926203.775","298974603955.215","340938000365.744","395341663020.909","406061591751.03","412145759200.357","435878889858.878","451673606823.492","467359849131.346","453675740618.617","511776433348.428","593117335732.066","698623941564.983","811618643772.431","1003135831263.3","1235624165211.14","1196064624693.21","1383648960546.26","1568618556169.38","1728670837464.96","1624179970871.02","1598440150830.85","1441623404793.42","1453306730365.21","1437537340501.73","","", +"黑山","MNE","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","984297589.359934","1159869245.92513","1284685050.52413","1707710053.14938","2073234417.68066","2257174480.78597","2721903148.91482","3680710375.03422","4545674527.61096","4159328980.2723","4139192052.98013","4538199888.79622","4087725812.66864","4464261816.25066","4587928884.17142","4052913385.82677","4374128318.58407","4844592066.71174","5452173040.60434","", +"蒙古","MNG","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","2310099100","2552401933.33333","2725736633.33333","2098734600","2186505475","2896178866.66667","3020611600","3204461566.66667","3576966800","2560785660","2379018326.31579","1317611863.84977","768401634.154573","925817092.217484","1452165005.2384","1345719472.35883","1180934202.83801","1124440248.9783","1057408588.68269","1136896123.61298","1267997934.3125","1396555719.97409","1595297355.78349","1992066808.09598","2523471532.01083","3414055566.1138","4234999823.30839","5623216448.86851","4583850367.88972","7189481824.07288","10409797649.3063","12292770631.1967","12582122604.1921","12226514722.0861","11749620619.5962","11186734674.3847","11433635875.9316","13009574620.6012","", +"北马里亚纳群岛","MNP","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","1284000000","1239000000","1210000000","1061000000","990000000","938000000","939000000","795000000","799000000","733000000","751000000","782000000","845000000","931000000","1250000000","1593000000","","", +"莫桑比克","MOZ","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","3526287037.03704","3537099150.14164","3612171957.67196","3236430348.25871","3376172169.81132","4456240740.74074","5247193069.30693","2354117303.06158","2093571673.65612","2314159887.23319","2512079324.07706","3263761937.95748","2291175764.66004","2394823061.93212","2460670287.73707","2521738759.58885","3523842274.89662","4227273069.05991","4873242526.06404","5302532113.25156","5016469068.50898","4766928746.6914","5031510908.86055","5597367853.40358","6831808930.39816","7723846194.87446","8312078525.08582","9366742309.49331","11494837053.4061","10911698204.4676","10154238250.1818","13131168011.807","15265269710.6404","16018848993.9909","16961117243.491","14798413628.4625","10896894351.3881","12651912500.4128","14457964380.8548","", +"毛里塔尼亚","MRT","GDP（现价美元）","NY.GDP.MKTP.CD","92609243.6889684","107726205.64352","111148610.793216","113797382.615723","151897202.546491","172767212.410801","180340652.907946","191221776.831632","210695182.692288","199643447.641197","209348256.001325","227051055.184993","265009396.653643","333731886.122433","414772366.009093","475916497.69628","524407949.855849","540635401.242895","544424587.056593","644070390.586697","709041462.208777","747994670.344005","750214401.613315","788371840.318764","726937308.885277","683193876.889148","802890746.890756","909820596.846435","957377548.471449","981529430.10921","1019600785.27212","1443688869.96039","1464392416.14671","1249944999.42056","1315932644.95246","1415296704.11812","1442598431.0096","1401946853.20672","1375115534.0733","1405662878.85296","1293654175.2102","1295539448.36484","1324426606.62378","1563074859.52173","1833444740.37736","2184445123.17519","3040716679.07669","3356757064.45846","4031048268.43289","3662282133.18962","4337794151.37698","5166346516.40948","5231255478.38986","5639818811.90095","5372783879.75886","4832547925.29075","4727937032.27564","4975432190.51025","5365868725.27374","", +"毛里求斯","MUS","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","704033525.405972","823634464.910024","1015365145.29554","1211141231.11555","1131788191.50736","1142393554.52358","1078408829.616","1090276947.25872","1040557089.33864","1076121094.38239","1462900255.4506","1880852914.22714","2134517067.65295","2181930254.82301","2653480001.34558","2856890680.60285","3224267547.80508","3263368410.01813","3558137040.37772","4040345933.29231","4421943910.49749","4187367601.73431","4169664285.38681","4343710332.8144","4663313618.18946","4613630624.20504","4841310238.77849","5816553825.08191","6578844486.90016","6488750453.74791","7028803365.70151","8150138757.15741","9990370016.30771","9128843109.15588","10003670690.3497","11518393367.2403","11668685524.1265","12129642296.4425","12803445933.5894","11692287066.381","12232463655.5727","13259351418.4459","14220348672.7333","", +"马拉维","MWI","GDP（现价美元）","NY.GDP.MKTP.CD","162956740.865183","174576508.469831","183116337.673247","190816183.676326","194736105.277894","229455410.891782","260394792.104158","269814968.240817","245169806.792272","265810632.425297","290531621.264851","365386929.835119","406062874.251497","444281703.893568","548621017.593913","613220652.928919","670317634.173056","806290840.624654","949034016.830627","1058269065.98115","1237655461.1501","1237685691.94683","1180104216.01137","1223186840.31324","1208008985.42522","1131347798.26653","1183654827.79002","1183094127.76746","1379924257.21313","1590215582.53307","1880771556.30474","2203545856.66893","1799517081.56412","2070636935.58644","1181802596.03498","1397457932.30697","2281034131.36493","2663234933.89767","1750584265.28754","1775921718.10534","1743506531.32652","1716502862.2954","3495748397.63025","3208837077.25069","3476094498.87517","3655909664.1423","3998020176.67364","4432937045.79897","5321012192.33619","6191127665.1963","6959655570.89098","8004000737.30717","6028487928.83351","5518880768.57955","6047813437.31804","6373212640.84604","5433040159.88747","6303292264.18905","7064971176.34408","", +"马来西亚","MYS","GDP（现价美元）","NY.GDP.MKTP.CD","1916241996.60264","1901868548.28172","2001502678.6881","2510126747.68065","2674441395.53116","2956356984.18921","3143538481.64119","3188945511.56409","3330393309.81315","3664575983.27453","3864170913.36731","4244340333.51899","5043268548.73032","7662996766.66803","9496074114.07918","9298800799.46702","11050125904.9418","13139397879.1695","16358376511.2263","21213672089.1976","24488033442.0506","25004557093.8761","26804401815.5348","30346788437.5135","33943505717.6993","31200161095.4491","27734562640.4277","32181695507.2234","35271880250.4964","38848567631.4235","44024178343.0071","49142784405.0044","59167157497.9385","66894448545.1226","74477975918.3051","88704944178.6284","100854996422.609","100005323301.867","72167753770.8928","79148947368.4211","93789736842.1053","92783947368.4211","100845263157.895","110202368421.053","124749736842.105","143534102611.497","162690965596.205","193547824063.3","230813597937.526","202257586267.556","255016609232.871","297951960784.314","314443149443.149","323277158906.979","338061963396.376","296636282166.176","296753497922.573","314707268049.991","354348422831.193","", +"北美","NAC","GDP（现价美元）","NY.GDP.MKTP.CD","583464887370.094","604945237601.491","648062241978.721","684409517702.8","736034209690.038","799156583591.849","877149346286.871","928520035935.36","1015569560567.08","1100414094243.72","1161385395224.42","1264333061477.52","1392428220992.02","1556967359214.08","1705964297648.26","1859083029787.65","2080373864401.62","2293885156934.65","2570707667449.81","2870923302185.42","3131774126345.01","3513995963656.99","3658081025119.14","3975475111781.89","4393971258071.62","4704774999482.75","4958242427343.98","5287828242049.45","5745207451214.25","6208137243275.24","6558665950908.47","6770092083611.19","7114394589284.92","7437550121892.44","7867242439501.61","8245811373385.4","8704363777972.13","9233311210265.78","9697762238406.81","10310072635807.7","10998121151318.6","11321881659892.6","11698306960646.5","12354812816817.7","13241410621714.1","14210866344864.7","15135440910461.2","15922730888205.8","16268085220997.2","15825892407986.4","16611339953589.4","17337272540202.8","18026511572523.6","18632441320853.1","19329008738304.3","19778113935832.2","20239948343915.9","21138584471481.7","22213254904898.5","", +"纳米比亚","NAM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","2422096074.58458","2246757386.46297","2116069373.76879","2293990996.47113","1947967886.46389","1605911706.00638","1806223061.29464","2296378834.86149","2491412335.78392","2531519951.42295","2785764518.01845","2992650454.49607","3424733520.33661","3218475900.48046","3636645995.26867","3942478205.72909","3945340776.40546","4102648719.61806","3826527630.55551","3818954447.99083","3833993702.98856","3476452446.22032","3275669889.09655","4811994024.87871","6480441754.26103","7121391945.65439","7835043624.01241","8740865600.24981","8486721916.9128","8876191120.76189","11282192605.0374","12409629835.6998","13016272898.9038","12717790504.5002","12786078008.2376","11650656642.2655","11286139080.0065","13566192142.5835","14521711630.1744","", +"新喀里多尼亚","NCL","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","159594493.548808","164206537.561675","180036768.87301","215507164.034258","263108834.536684","358815681.903215","413634335.270097","505892512.861927","542294864.81243","637400199.110489","816647865.83143","798310509.647434","837616756.533737","846007597.720396","1047225130.24333","1182457142.60648","972563810.230325","904619629.797268","823832940.450511","796018978.4713","854823821.723177","1201262517.87644","1488113532.28584","2072735787.31779","2185072798.33184","2529310103.83608","2653781596.46008","2923764926.39718","3070161471.04451","3038727617.03901","3628440274.67","3606968433.92682","3291489840.57141","3158806480.26107","3056999988.09146","2682347064.3642","","","","","","","","","","","","","","","","","","","", +"尼日尔","NER","GDP（现价美元）","NY.GDP.MKTP.CD","449526872.565561","485785234.940376","531736492.909178","586294761.493516","582816358.347155","673383604.238783","702296184.361344","665586975.088302","641214210.668969","625867922.677513","649916708.242419","693573595.320975","742779740.393513","946385033.011918","1026136974.47536","1048690933.21027","1064517574.56042","1291457973.12517","1774365275.18226","2109278101.9887","2508524186.43352","2170893038.90053","2017611927.4037","1803099731.54257","1461243212.42814","1440581533.7564","1904097020.29333","2233005822.58534","2280356338.22867","2179567107.50159","2480673194.99252","2327986215.86356","2344987614.27441","1606581743.78497","1563207224.65066","1880803361.68562","1987770898.54334","1845599608.44272","2076737356.67897","2018193703.06047","1798374468.36362","1945327564.65042","2170481508.86916","2731416346.48158","3052898739.4678","3405134831.8505","3646728060.06463","4291363390.91295","5379299887.69673","5373097440.5653","5718664504.91341","6409184724.22579","6942258305.19085","7667952566.39139","8229731383.75656","7217667780.59665","7528285443.60769","8119710126.32655","9239513529.65905","", +"尼日利亚","NGA","GDP（现价美元）","NY.GDP.MKTP.CD","4196092258.15484","4467200335.99328","4909302953.94092","5165489010.2198","5552822483.55033","5874422511.54977","6366792664.14672","5203135937.28125","5200895982.08036","6634187316.25367","12545849083.0183","9181769911.50443","12274416017.7976","15162871287.1287","24846641318.1242","27778934624.6973","36308883248.731","36035407725.3219","36527862208.7133","47259911894.2731","64201788122.6054","164475209515.19","142769363313.375","97094911790.6948","73484359521.0997","73745821156.2995","54805852581.1516","52676041930.5791","49648470439.7963","44003061108.3357","54035795388.0915","49118433047.5318","47794925814.7558","27752204320.0883","33833042987.7582","44062465800.1706","51075815092.5","54457835193.4927","54604050168.1818","59372613485.6576","69448756932.5833","74030364472.0506","95385819320.5737","104911947834.122","136385979322.437","176134087150.341","236103982431.635","275625684968.615","337035512676.935","291880204327.419","363359886203.409","410334579160.752","459376049763.999","514966287334.277","568498937615.656","494583180777.103","404649527537.753","375745486520.656","397269616080.908","", +"尼加拉瓜","NIC","GDP（现价美元）","NY.GDP.MKTP.CD","223854666.666667","240524723.428571","265291588.666667","292916241.142857","341973758.857143","566542872.357143","606671444","657171436.714286","695899980.428571","747971449.571429","776585681.071429","826571413.428571","880842890.071429","1093571441.5","1520900045.14286","1590428522.64286","1847871371.71429","2239857060.57143","2142128603.78571","1527852635.63158","2189347367.52632","2448290109.65","2465165179.69565","2743341724.08333","3105517091.41379","2683816288.7907","2885710608.8808","3851213727.67857","2630904261.83247","1013184745.70715","1009455483.87097","1488804123.71134","1792800000","1756454248.36601","3863185119.04762","4140470000","4308351902.78601","4389965590.96538","4635267224.84195","4855717874.68247","5107329007.0922","5323146565.70315","5224213017.54386","5322454925.84746","5795568204.64532","6321335612.22233","6763671610.70006","7423377429.05927","8496965842.2767","8298695144.91507","8758622328.66962","9774316692.15985","10532001129.67","10982972256.3787","11880438824.4494","12756717322.7625","13286093197.4791","13843586679.5401","13117859221.6626","", +"荷兰","NLD","GDP（现价美元）","NY.GDP.MKTP.CD","12276734172.0828","13493833739.9949","14647057370.1418","15891241386.291","18699380731.3465","21000586933.2041","22867203317.4022","25087562181.3218","27817605743.2503","31503868835.1853","38164716868.57","44579122681.7043","54706557264.4878","71840910058.332","87243413476.5145","100249523178.808","109168720703.451","127016990571.967","155859695762.884","179669405141.162","195152092662.381","164134217080.279","158479528266.072","153445466064.397","143912664079.67","143845822916.667","200862095880.554","245046310922.541","261910508306.389","258336705601.164","318330511920.61","327500328264.969","362962871804.511","353550170028.477","379130260200.993","452301674444.139","450490196078.431","416812740004.518","438008220395.468","446898572341.786","416442786069.652","431213422818.792","471613965744.401","578792325056.433","657171591755.649","685092650167.89","733340860619.747","847481522036.682","947997656364.435","868077243678.8","846554894931.084","904085980796.018","838971306990.906","876923518850.405","890981311077.658","765264949780.999","783528181704.567","831809944960.879","913658465709.125","", +"挪威","NOR","GDP（现价美元）","NY.GDP.MKTP.CD","5163271598.15702","5632460936.54576","6066976682.67364","6510239502.76489","7159202706.48027","8058681060.159","8696460205.3397","9514496703.39762","10159934136.7838","11063065083.4888","12814123115.2613","14583114840.0629","17358610849.701","22534253702.8686","27145693810.1341","32877805200.023","35942270686.3374","41508030431.1074","46523091009.6713","53132244623.9213","64439382896.0156","63596654760.8677","62647195537.6511","61627240831.0948","62057955032.7758","65416879914.3907","78693253275.995","94230055658.6271","101900260856.222","102633789557.535","119791683307.507","121872464483.487","130838040067.584","120579072750.596","127131461119.927","152027402449.804","163517783497.163","161354369892.838","154165219811.533","162286003692.686","171315639982.731","174003247439.305","195418347152.985","228752436371.854","264357494659.388","308722079937.912","345424664369.357","401082621082.621","462554432624.114","386622457579.95","429130952709.224","498831558925.86","510229136226.902","523502127659.574","499338534779.159","386663139402.707","371344761904.762","399488897844.046","434750937596.065","", +"尼泊尔","NPL","GDP（现价美元）","NY.GDP.MKTP.CD","508334413.965087","531959561.62226","574091101.194382","496947904.443033","496098775.308642","735267082.294264","906811943.824649","841974025.462659","772228643.405428","788641965.432099","865975308.641975","882765471.604938","1024098804.93827","972101724.995368","1217953546.97604","1575789254.46938","1452792989.10865","1382400000","1604162497.45945","1851250008.33333","1945916583.33333","2275583316.66667","2395429852.43076","2447174803.37791","2581207387.79709","2619913955.51556","2850784523.37711","2957255379.54315","3487009748.35638","3525228153.17361","3627562402.66027","3921476084.89072","3401211581.29176","3660041666.66667","4066775510.20408","4401104417.67068","4521580381.47139","4918691916.53516","4856255044.39064","5033642384.10596","5494252207.90502","6007055042.17687","6050875806.66403","6330473096.54071","7273938314.71988","8130258041.46706","9043715355.8881","10325618017.379","12545438605.3959","12854985464.0764","16002656434.4746","18913574370.76","18851513891.066","19271168018.482","20002968837.9471","21410840908.5198","21185922407.5922","24880266905.4961","28812491891.5812","", +"瑙魯","NRU","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","20439559.5768483","39292928.3120602","44294351.7637203","49234059.7187225","72682692.5373284","103837431.883349","108631468.258281","117013202.314436","99964019.3044941","102055047.945899","113880715.219337","114718022.803078","", +"新西兰","NZL","GDP（现价美元）","NY.GDP.MKTP.CD","5485854791.97096","5670064168.21773","6077496267.76294","6638937283.13963","7274144350.81809","5654463586.00366","5863733230.97616","5961418093.53003","5180597620.64135","5761588761.69421","6623527494.68025","7911136757.06867","9567331064.65727","12802281897.8712","13940981798.1247","12861983284.3912","13604832424.0062","15446825318.4556","18530518394.6488","20731243113.2926","23244547384.6748","24417617184.2478","24164603058.9949","24309279705.5731","21665975318.8842","24679795396.4194","30604668356.5695","40376354069.9474","45176811594.2029","43920222524.7085","45495129385.0475","42745329732.163","41649829859.6342","46775620817.4327","55314732279.1379","63918703506.9075","70140835299.0148","66075143415.4952","56227169851.0448","58762260625.8758","52623281956.7031","53872425916.6248","66627729311.4495","88250885550.2626","103905210084.034","114720129550.095","111608845081.383","137316087308.003","133280382371.547","121338622025.111","146583831538.331","168461998741.295","176193696737.934","190784384693.441","200834001603.85","177208110322.704","187854022728.459","202590814084.991","205024937871.546","", +"经合组织成员","OED","GDP（现价美元）","NY.GDP.MKTP.CD","1069427880752.02","1126839010499.93","1216973042739.4","1311664727009.95","1433476691507.09","1556389426453.06","1708912664025.33","1833947335062.74","1988167280711.75","2182230508417.89","2390274988213.95","2646744682288.72","3071558284888.25","3711697441382.33","4161749448519.77","4662278858413.5","5053549648640.66","5698983810764.04","6842899432939.24","7904978825856.09","8782840736968.87","8942922750261.22","8808514906820.45","9100436898653.88","9516462336914.54","10025257744415.1","12149400886409.7","14075041565123.1","15870974355746.5","16607300618125.5","18705580968279.9","19797328543828","21287546487245.2","21576617415930.5","23058015353876.4","25423143053262.9","25639422150893","25252179372496.6","25524634678823.5","26814233824692.6","27378719334198.8","27126858587551.6","28309435380856.1","31694985265732.7","35270402129702.3","37291094821492.5","39335280495120.8","43028311215834.9","45581707001828.5","42671754095125.5","44700096722941.7","48031435437318.6","47962929698263.7","48593346647001","49618767827806.7","46870246743538.3","47772857937119.3","49789810565551.4","52610141097058.8","", +"阿曼","OMN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","63287594.5113414","67768132.1758611","107152720.243027","188864890.808735","239980801.535877","256299496.040317","301010587.102984","366857738.40542","483033932.135729","1645917776.49103","2096699189.34569","2560220034.74233","2741169947.88651","2740301389.69311","3733352634.62652","5981760277.93862","7259120150.55009","7554719455.70353","7932541690.79328","8821366531.55762","10005500579.0388","7323822251.3089","7811183094.92848","8386215864.75943","9372171651.49545","11685045513.6541","11341482444.7334","12452275682.7048","12493107932.3797","12918855656.697","13802600780.2341","15277763328.9987","15837451235.3706","14085373211.9636","15710148244.4733","19507412223.6671","19452015604.6814","20142782834.8505","21633810143.0429","24763589076.723","31081924577.3732","37215864759.4278","42085305591.6775","60905331599.4798","48388296488.9467","58642392717.8153","67937581274.3823","76689206762.0286","78784395318.5956","81076723016.9051","68921456436.9311","65941482444.7334","70783875162.5488","79294928478.5436","", +"其他小国","OSS","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","13448724803.3337","16718618389.324","18827038378.8796","20771062906.7999","26970746602.0936","37449391535.8374","37645324254.9936","35607617516.2319","33637955365.3178","33880560424.7039","32200235417.0364","32608261738.0412","38699987930.1119","43479574946.705","45524305866.5554","54481432295.1563","56098085370.2028","61192679005.9079","58240263875.3028","60929263443.1957","69944398746.029","73829456337.7342","76814690540.5774","75258435008.9784","81052625704.3737","91704697250.0213","91200109843.8064","98342776279.2298","122173919458.27","151744186175.326","184488151232.664","217280991980.805","265766091909.266","325928847475.944","279233167459.969","324670072425.156","401018687776.504","421060997555.622","436532474270.557","449039404763.457","371473048748.633","366455822163.981","404664548115.563","451603892664.321","", +"巴基斯坦","PAK","GDP（现价美元）","NY.GDP.MKTP.CD","3707055900.88198","4054599181.01638","4233095590.0882","4540529105.41789","5130407727.84544","5884712095.75809","6466610751.78496","7403821902.56195","8090088555.2289","8632927257.45485","10027088849.223","10602058189.8362","9309109764.07784","6324884129.38617","8773030424.24242","11340000242.4242","13338484979.798","15126059646.4646","17820100626.2626","19707979303.0303","23689696767.6768","28100605515.1515","30725972786.7299","28691890433.0709","31151824658.6524","31144920554.0897","31899071053.9368","33351528115.351","38472741737.3968","40171019643.3511","40010424928.715","45451960731.7204","48635176852.7673","51478304859.5879","51894781281.8919","60636022422.6176","63320122807.1223","62433300338.0941","62191955814.3478","62973855718.8874","73952374969.7995","72309738921.3329","72306820396.2325","83244801092.7096","97977766197.6724","109502102510.883","137264061106.043","152385716311.916","170077814106.305","168152775283.032","177406854514.885","213587413183.996","224383620829.57","231218567178.979","244360888750.807","270556126820.064","278654637737.69","304951818494.066","312570060548.453","", +"巴拿马","PAN","GDP（现价美元）","NY.GDP.MKTP.CD","537147100","599026300","652120900","722784500","776137500","852485300","928833000","1034376400","1112791100","1221305700","1351006400","1523917200","1673411700","1913793400","2188307600","2435304100","2588106000","2738261900","3244558600","3704551600","4614086400","5222421500","5769767900","5923755900","6183387100","6541517100","6797834200","6827665300","5902783400","5918469800","6433967000","7074675500","8042337700","8782585400","9365289800","9573813700","9870494000","10677286100","11575486400","12130252200","12304115000","12502013400","12994310400","13693981200","15013381700","16374393900","18141666300","21295984200","25155888600","27116635600","29440300000","34686200000","40429700000","45600000000","49921500000","54091700000","57957600000","62283800000","65055100000","", +"秘鲁","PER","GDP（现价美元）","NY.GDP.MKTP.CD","2571908062.07692","2899654840.36567","3286773187.87687","3600957771.15299","4356913870.23508","5166861068.42164","6113607728.15672","6204253758.57616","5736083835.22481","6420909789.63824","7432223176.77261","8289582883.50129","9189413409.01292","10994381894.7984","13858441211.2196","16877163792.1284","15947709379.6507","14620386673.8544","12495779622.071","15962459447.2168","18134029179.6393","21649137620.3055","21793496819.3379","17345624453.6916","17599660054.286","16548827018.2872","15244232957.876","20702298396.9717","15439408447.2288","22499559086.0343","26410386669.3609","34672122380.7687","36139225287.9079","35158109999.4973","44882079766.8913","53312793687.3836","55252414130.3019","58147522522.5225","55501467877.381","50187324567.883","51744749133.213","52030158775.4055","54777553515.0809","58731030121.8671","66768703497.5687","76060606060.606","88643193061.748","102170981144.136","120550599815.441","120822986521.479","147528937028.778","171761737046.585","192648999090.082","201175469114.327","200983797111.659","189759138299.209","191907499037.066","210702303186.432","222237570741.8","", +"菲律宾","PHL","GDP（现价美元）","NY.GDP.MKTP.CD","6684568805.06881","7256966966.22556","4399827767.96704","4875309866.34017","5271404668.36735","5784398976.9821","6371459304.41018","6809134235.54298","7591603053.43511","8408229699.14295","6687204834.3687","7408305735.65309","8017468688.2004","10082885603.0668","13781139969.6519","14893969287.6557","17097563270.2982","19648106122.0079","22706155475.3048","27502168726.9573","32450541843.0652","35646416952.5425","37140163934.4262","33212180658.1659","31408492876.691","30734335448.9905","29868339080.8263","33195933429.6008","37885440418.6834","42575183905.5606","44311593755.7845","45417561302.2497","52976344928.9564","54368083953.1119","64084460124.4644","74119987244.5011","82848140618.0266","82344260570.6685","72207028767.7598","82995145792.9341","81026300310.0109","76262072467.3776","81357605641.8544","83908206647.9347","91371242495.0794","103071582125.968","122210716311.048","149359918059.998","174195136253.393","168334601260.075","199590775190.258","224143083706.777","250092092998.143","271836123723.678","284584522898.872","292774099013.687","304897590205.413","313619747740.186","330910343610.956","", +"帕劳","PLW","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","144759500","155430000","161950700","152765800","164163200","184677300","188037700","193113700","196859300","182704300","182863000","193235600","214648500","225345700","245675100","293124000","303984500","289823500","310111145","", +"巴布亚新几内亚","PNG","GDP（现价美元）","NY.GDP.MKTP.CD","230496032.981216","244832035.032526","261184037.372301","275968039.487715","305312043.68649","344159480.344943","390973233.284802","441706910.068317","485160824.280435","551237316.608803","645537126.217941","717716130.493883","858802035.928144","1299105240.73285","1467346059.99713","1356591176.85561","1511856584.25832","1640763204.44781","1947947524.33347","2293621944.3664","2545983007.89984","2498068350.66865","2368584969.53284","2562492524.81761","2552526263.0759","2423373088.07358","2648033765.69899","3143848331.31402","3655979702.45646","3546460176.99115","3219730364.99623","3787394957.98319","4377980510.05598","4974550286.18152","5502786069.65174","4636057476.42568","5155311077.38998","4936615298.79367","3789443014.61662","3477038204.01733","3521339699.07407","3081024212.42924","2999511040.19764","3536411824.2958","3927157866.96465","4865892972.27595","8306343442.27435","9545071324.99241","11670678863.7458","11619541940.4014","14250726289.854","17984816533.1084","21295834133.2309","21261305413.2323","23210611846.9164","21723378124.5485","20759048834.9824","22277692408.8879","23431596214.0081","", +"波兰","POL","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","65977749036.9844","85500935934.9901","94337050693.2727","96045645026.178","110803391516.698","142137319587.629","159943251363.08","159117494587.259","174388559590.263","169717677900.734","171886058765.33","190521019077.164","198680882352.941","217513049291.61","255102252843.395","306125173852.573","344748646558.391","429063549983.742","533815789473.684","439796160379.475","479321460551.189","528832185770.217","500360816827.883","524234322596.975","545389126644.476","477577397532.829","472028000405.803","526371021088.561","585782872331.589","", +"預人口紅利","PRE","GDP（现价美元）","NY.GDP.MKTP.CD","11173934484.6174","11559306533.5194","12625268594.9929","14717688783.1978","13697492016.3004","15433459748.7103","16955797265.5886","15999814982.5186","16866922470.8705","19140363968.4815","23391001278.3195","22870838292.4805","26542302548.2325","32561634928.553","46383063753.3411","52858451240.4064","62180937678.1555","68680610611.8994","76379577431.8121","96542189317.7354","118000124667.362","164970513226.648","154603289250.88","123144675566.144","112634098802.932","116633298808.861","113129590102.772","123742923665.936","125910229058.848","123551347216.749","194379195183.57","189573830319.667","175983274990.987","154546849473.09","146074195555.424","173759560738.403","191287146637.165","201583065474.089","207669286167.44","211011068128.661","240539542701.502","237532518355.417","282532233521.131","321984715654.689","393774249681.435","491449745020.883","623746388620.158","754317589832.686","951374524203.077","857558275803.467","1014764538526.14","1184967942013.23","1306155155107.86","1428565871084.09","1528726318732.36","1341325489976.12","1220925785179.48","1304312568918.79","1312964898976.3","", +"波多黎各","PRI","GDP（现价美元）","NY.GDP.MKTP.CD","1691900000","1865100000","2094400000","2333600000","2570500000","2881500000","3170500000","3532700000","3941700000","4460700000","5034700000","5646800000","6328900000","7002400000","7684800000","8198300000","8968600000","9910900000","11165000000","12750000000","14436100000","15955700000","16764200000","17276600000","19162600000","20289200000","22009300000","24025800000","26385800000","28161200000","30603919000","32287031000","34630430000","36922456000","39690630000","42647331000","45340835000","48187039000","54086400000","57841000000","61701800000","69208400000","71623500000","74827400000","80322313000","83914521300","87276164400","89524131600","93639300000","96385600000","98381300000","100351700000","101564800000","102450000000","102445800000","103375500000","104336700000","104250200000","101130900000","", +"朝鲜民主主义人民共和国","PRK","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","", +"葡萄牙","PRT","GDP（现价美元）","NY.GDP.MKTP.CD","3193200404.37297","3417516639.37596","3668222357.65702","3905734459.72693","4235608177.67102","4687464054.83455","5135387845.97108","5740241165.63433","6354262628.33537","6969025825.62869","8109032775.45328","9202512367.49117","11240223128.2431","15092052330.3352","17514112075.7695","19349512941.1765","20334835543.7666","21441635411.2101","23489924726.2774","26625439344.2623","32899759311.1734","31980423452.7687","30530759334.0061","27242331885.6316","25220451794.029","27118476173.6675","38749715721.7531","48187667852.5687","56352797353.7604","60600056659.0272","78721607509.4923","89242382961.0101","107602689040.689","95019103603.042","99698453260.8696","118133634071.912","122629812841.175","117046198970.84","123981736420.303","127465545493.288","118358489957.619","121545880984.34","134228697534.35","164964195259.594","189187437298.237","197304513120.259","208566948939.907","240169336162.059","262007590449.685","243745748819.116","238303443425.21","244895101712.451","216368178659.447","226073492966.495","229629822121.601","199420256049.689","206275669201.916","219308126633.628","237978938135.341","", +"巴拉圭","PRY","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","443587301.587302","465888888.888889","492674603.174603","517650793.650794","556293650.793651","594611111.111111","664571428.571429","769039682.539683","995531746.031746","1333475396.8254","1511420634.92064","1698960317.46032","2092158730.15873","2559857142.85714","3416777777.77778","4448087301.5873","5624515873.01587","5419411764.70588","5673248726.18009","4502462807.0602","3282449235.87261","3723993942.72004","3971044723.80154","4255683528.33968","4757732199.96678","5812114523.02702","6984367762.90371","7157424031.06045","7249533620.30614","7870982004.8195","9062131475.02318","9788391780.52421","9965225678.05093","9260481572.42462","8837070235.51892","8855705139.55857","8495806432.18467","7196260656.84556","7691367471.17992","9624440836.29309","10737500188.1123","13429430050.261","17856270473.153","24578067861.3998","22341754513.9643","27215968615.5548","33715524703.9288","33283228891.0923","38585317742.981","40276532540.8812","36164068797.2511","36054281572.3981","39008900331.6733","40842341774.2489","", +"约旦河西岸和加沙","PSE","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","2843300000","3282800000","3409600000","3759800000","4067800000","4271200000","4313600000","4003700000","3555800000","3968000000","4329200000","4831800000","4910100000","5505800000","6673500000","7268200000","8913100000","10465400000","11279400000","12476000000","12715600000","12673000000","13425700000","14498100000","14615900000","", +"太平洋岛国","PSS","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","1131297309.20096","1134402783.3026","1183545325.14954","1372619398.8314","1681697235.07133","1924780551.96904","1984464207.98758","1938431837.19777","1856384962.78893","2035177402.71825","1926690621.11345","2091655537.48068","2054782668.67825","2152808179.20669","2248045019.69603","2421496794.49361","2573263311.96361","2831256752.55865","2996473443.56373","3457409494.58226","3730011431.16957","3999190664.51198","3989980848.93317","3409647152.9022","3728512705.18951","3444110964.99348","3371091879.63877","3545570346.2104","4151872084.82033","4792905778.83587","5264852378.29851","5538564571.90211","6079247461.56406","6556133687.72438","5776686941.93929","6416533300.58371","7632301836.05666","8148861957.40977","8440652847.48721","9174063770.59309","8909228715.17981","9280440561.9027","9883385373.76577","10302802236.0798","", +"人口紅利之後","PST","GDP（现价美元）","NY.GDP.MKTP.CD","1042356214326.26","1104951547705.99","1193721064266.18","1285208410166.35","1402851038392.6","1523908327902.08","1671224376059.57","1793465177172.25","1943723921747.11","2132250703261.9","2339206037238.47","2594099793156.11","3009191136951.16","3633006690798.47","4057238782545.23","4545929620425.92","4933007502340.68","5577087486449.22","6701291501997.71","7704389047252.81","8531192106143.53","8628740798767.37","8590914029203.65","8915869905570.93","9318138510892.35","9812181395398.5","11987525616235.3","13897549083251","15655458703950.7","16350877330064.2","18351022929793.2","19357122327415.2","20773154750945","20917674033564","22401154530466.7","24846985265932.6","24970008701890.6","24493553559555.7","24605554527819.1","25825012150929.7","26261965429915.2","26014471611918.7","27135460187841.7","30434492885718","33811804020216","35596513676614.9","37459371091831.5","40879073296287.7","43219248023366.2","40729433934721.4","42467873172178.4","45585663468655.7","45536751587246.6","45983000861746.5","46923802845310.1","44401372309936.5","45382709179793.5","47255605165193.8","50027698383141","", +"法属波利尼西亚","PYF","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","176534589.603389","215659455.017302","220984369.12915","259590076.293001","242943776.862299","254035999.217197","296613496.873269","325843254.667123","431254103.046477","555337985.682991","690319754.911192","732286143.34291","793193187.41557","1005573294.20763","1215031775.26795","1362151523.68993","1279972866.38172","1286462642.63697","1335895286.3918","1378991403.37881","1507230778.89921","2301514717.29807","2543199148.3893","2687472829.62988","2636461517.1052","3181206304.81549","3267367609.89528","3558215110.24809","3694600399.89225","3522272321.40766","3982374845.92709","3954696873.74892","3567062511.87293","3775160797.38928","3797016068.69688","3447543137.9415","","","","","","","","","","","","","","","","","","","", +"卡塔尔","QAT","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","301791301.791302","387700084.245998","510259940.720474","793884368.040437","2401403227.44085","2512784033.37828","3284301332.18953","3617580171.76055","4052000412.70087","5633000318.02401","7829094613.07082","8661263763.73626","7596703214.28571","6467582307.69231","6704395824.17583","6153296456.04396","5053021950.54945","5446428681.31868","6038187032.96703","6487912087.91209","7360439423.07692","6883516483.51648","7646153983.51648","7156593653.84615","7374450769.23077","8137911978.02198","9059340384.61539","11297802115.3846","10255495027.4725","12393131868.1319","17759890109.8901","17538461538.4615","19363736263.7363","23533791208.7912","31734065934.0659","44530494505.4945","60882142857.1428","79712087912.0879","115270054945.055","97798351648.3516","125122306346.154","167775274725.275","186833516483.516","198727747252.747","206224725274.725","161739835164.835","151732142857.143","166928571428.571","192009340659.341","", +"罗马尼亚","ROU","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","38413636363.6364","40809523809.5238","42105263157.8947","38995454545.4545","28998684210.5263","25121666666.6667","26362894736.8421","30074440483.3837","37435317265.1254","36937074278.3004","35574916294.6429","41694118972.5101","35952781582.2083","37253259016.9976","40394824679.1232","46066101951.2933","57806506024.0964","74972669056.5922","98452791982.7024","122022997508.01","174585202805.233","214313628965.024","174103695930.213","166225180150.414","183443154234.731","171196268957.961","190949066979.176","199626806401.529","177893451831.141","188494136775.719","211406933991.363","239552516744.469","", +"俄罗斯联邦","RUS","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","554713455149.502","506500173960.269","516814274021.956","517962962962.963","460290556900.726","435083713850.837","395077301248.464","395537185734.854","391724890744.498","404928954191.876","270955486862.442","195907128350.934","259710142196.943","306602070620.5","345470494417.863","430347770733.155","591016690742.937","764017107993.346","989930542278.684","1299705764824.48","1660846387626","1222644282200.48","1524917468442.6","2051661732059.47","2210256976944.74","2297128039058.16","2059984158384.6","1363594369511.4","1282723881083.71","1578624060588.26","1657553765580.67","", +"卢旺达","RWA","GDP（现价美元）","NY.GDP.MKTP.CD","119000024","122000016","125000008","128000000","129999994","148799980","124525702.857143","159560018","172200018","188700037","219900006","222952578.196381","246457838.336681","290746157.145921","308458423.183854","571863295.740122","637754162.101094","746650558.55469","905709147.27019","1109346220.52885","1254765349.93185","1407062607.63214","1407242640.23211","1479688125.8852","1587412957.22263","1715625839.17973","1944711061.30888","2157434025.16467","2395493877.51365","2405021932.89997","2550185618.14774","1911600969.76612","2029026704.02707","1971525998.87685","753636370.454546","1293535010.94467","1382334879.40812","1851558301.7002","1989343495.21844","1898608710.07801","1813938652.72487","1749262232.56001","1749314001.10904","1923071486.36207","2174623213.47859","2685133230.52885","3116128156.38932","3811474435.73969","4867560259.3551","5373088996.59376","5783152633.48246","6563320570.40862","7334917696.72263","7621923307.70325","8016591927.65923","8277613193.57631","8475681532.52169","9135454442.14013","9509003196.73999","", +"南亚","SAS","GDP（现价美元）","NY.GDP.MKTP.CD","47133391309.9824","50273085503.8906","53650237001.459","60342490387.2397","69112222701.8909","74259557732.9016","62387381643.3527","68679803690.5426","72094598960.7981","79153383347.7462","85745232475.9667","91141390675.3867","91584316045.3353","104764596593.083","126859372180.903","136029718260.331","132829954314.652","153614821412.382","174799245316.527","195789716001.333","236090206890.477","250237977910.672","258894440062.782","274060360121.699","272785276143.08","296628195402.886","314159700582.229","348828165080.308","374827084896.623","378262356025.476","407227367445.565","362122745848.294","384519506934.546","380801788766.099","431964387237.926","479894945086.789","525019257241.527","550763437960.445","558476231555.403","598384577999.065","622372326850.74","638710941320.503","670045532850.484","782504979368.156","907327593223.334","1040054138460.92","1196110786092.04","1504221259179.23","1527503038357.47","1683487609633.94","2061059873650.14","2271880446967.01","2297374631123.91","2357174513350.64","2581892372016.11","2697313887065.75","2920085235751.32","3347712176123.4","3457801122272.87","", +"沙特阿拉伯","SAU","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","4187777711.11111","4485777644.44444","5377333333.33333","7184853347.5974","9664157498.5524","14947391140.1284","45412957746.4789","46773368205.5947","64005665722.3796","74188249978.724","80265619484.6452","111859676267.555","164541738058.737","184291796008.869","153239017560.236","129171635311.143","119624858115.778","103897846493.65","86961922765.3254","85695861148.1976","88256074766.3551","95344459279.0387","117630271802.403","132223268491.322","137087876662.216","132967901415.22","135174886488.652","143343036341.789","158662398744.993","165963557409.88","146775498080","161716960000","189514926213.333","184137469733.333","189605920240","215807655253.333","258742133333.333","328459608764.111","376900133511.348","415964509673.115","519796800000","429097866666.667","528207200000","671238840106.667","735974843360","746647127413.333","756350347333.334","654269902880","644935541440","688586133333.333","782483466666.667","", +"苏丹","SDN","GDP（现价美元）","NY.GDP.MKTP.CD","1307333333.33333","1419333333.33333","1541666666.66667","1568333333.33333","1611333333.33333","1679333333.33333","1723000000","1865666666.66667","1947333333.33333","2144333333.33333","2437666666.66667","2656000000","2882000000","3571666666.66667","4595000000","5598000000","6979333333.33333","8704000000","7670500000","9032250000","7459833333.33333","10016500000","9240000000","8230153846.15384","9701357142.85714","12403733333.3333","15769062500","20155555555.5556","15399166666.6667","15291507936.5079","12408647540.9836","11379222222.2222","7034219712.52567","8881785938.48085","12794192334.2541","13829744878.6366","9018243044.45155","11681494637.3041","11250327988.0478","10682045258.3647","12257418326.0734","13182979783.533","14803189092.7044","17646503525.1743","21457470202.7839","26524538565.7403","35822408611.5588","45898948564.0593","54526580231.5568","53150209167.934","65634109236.7736","67327289319.733","68125631150.2939","72065940085.772","82151588418.8325","96741742021.6738","95558220776.921","123053386001.137","40851536133.7642","", +"塞内加尔","SEN","GDP（现价美元）","NY.GDP.MKTP.CD","1003692374.55789","1058975265.58883","1085475573.48959","1122139637.25693","1188930567.71363","1210058396.0603","1246908373.74285","1246480958.51385","1309384830.19071","1245234806.89546","1297407828.60957","1339548823.66855","1620857277.19338","1863398448.32592","2099324949.84605","2830388404.87845","2869777812.41008","2938046307.22894","3280354339.39341","4084878667.85616","4435050396.67262","4021697233.39403","3936758681.58343","3512053232.03566","3425127373.36713","3750056424.49274","5304238012.67971","6381385759.78027","6311054901.48841","6219793532.55875","7237100724.34196","7111252865.84624","7602005274.43616","7189226453.28161","4908415368.782","6176312552.1388","6413189839.20318","5915250258.27977","6368265193.69887","6512207622.19727","5924239700.81588","6174898370.14018","6752510282.95744","8683229268.11979","10167441854.4694","11022821631.8674","11847848224.8947","14285970085.0519","16949789464.5966","16248212852.2767","16215069255.5479","17878780184.8709","17825417949.4231","18960182371.3937","19770840285.9946","17767704596.9267","19027392875.8489","21081669870.0624","24129599551.8342","", +"新加坡","SGP","GDP（现价美元）","NY.GDP.MKTP.CD","704756304.717104","764634783.744937","826244609.95688","917614007.578727","894159153.273226","974650463.870378","1096432771.46217","1238043904.35123","1425715405.72325","1659904612.57023","1920586698.02692","2263785443.61688","2721440980.75851","3696213333.33333","5221534955.64418","5633673929.99302","6327077974.10703","6618585073.66035","7517176354.84135","9296921723.83465","11896256782.8566","14175228843.6391","16084252378.473","17784112149.5327","19749361097.965","19156532745.7691","18586746056.9974","20919215578.2125","25371462488.1292","30465364738.6206","36144336768.7023","45466164978.2923","52130263965.6231","60603478153.2368","73690847191.3055","87810991957.1046","96295886524.8227","100124191810.345","85728310229.4455","86284660766.9617","96074477958.2366","89794943349.8912","92537752708.5893","97645448283.7791","115035498757.543","127807618360.971","148630373214.173","180941941477.009","193611986712.842","194152286008.938","239809387605.427","279351168707.267","295087220933.024","307576360584.992","314851156183.411","308004146057.608","318068476293.883","338406474038.67","364156657769.87","", +"所罗门群岛","SLB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","25203524.0325638","28084252.7582748","28606411.398041","","50056882.8213879","40606712.050639","55272108.8435374","84539332.282562","74617096.4785967","83099107.9066357","93147039.2548237","111022089.96223","151270207.852194","168715353.097132","187313261.319237","188446092.06055","180219397.527425","252806783.386983","232306861.156132","210737869.652598","238606299.605651","310684273.709484","332286760.858189","302515026.890225","320355090.61441","378778047.197842","410923236.189102","464756638.512487","519334096.714525","565163750.56079","567919502.811483","471177008.057148","482214092.308964","435103853.485036","400463452.065176","341661643.551446","332738245.913215","375111894.932329","413909879.281265","456705433.996978","516074228.959749","608229326.656255","597765363.128492","681151189.956511","932725578.761845","1063879451.2333","1129787201.75701","1172268295.92618","1154650066.30195","1232699140.37163","1321131090.73503","1411904531.44787","", +"塞拉利昂","SLE","GDP（现价美元）","NY.GDP.MKTP.CD","322009471.56704","327834680.557103","342721579.817636","348546952.134368","371848114.747956","359379856.248057","375479849.80806","348795303.000385","329860091.944037","408690163.476065","434410373.76415","419549425.077086","465381089.98454","575230234.387058","648590642.939888","679335901.117451","594895672.333848","691777758.395115","960728338.93643","1109374722.08294","1100685844.92284","1114830471.91787","1295361885.92419","995104305.347074","1087471861.98928","856890498.625834","490181456.62441","701307602.28443","1055083945.37738","932974411.917142","649644826.800447","779981458.921489","679997997.597117","768812334.801762","911915970.683484","870758739.40678","941742152.709895","850218033.622007","672375927.347148","669384768.87263","635874002.198748","1090467712.30773","1253340519.53311","1385810072.19217","1448536630.88143","1650494366.99875","1885112201.85278","2158496872.85796","2505458705.03338","2453899846.88317","2578026297.15912","2942546781.04548","3801862611.36414","4920343194.99339","5015157815.73406","4218723875.1379","3674794530.18956","3739577973.23943","3999945202.44328","", +"萨尔瓦多","SLV","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","877720000","929520000","976200000","1009760100","1049400000","1132920000","1186120000","1263720000","1442320000","1665880000","1884120100","2328280100","2941640100","3127960000","3463639900","3573959900","3437200200","3399189100","3506347800","3661683400","3800368600","3771663200","3958045800","4189880000","4372215300","4817542204.02673","5252342400","5813399300","6680269200","7679384000","8921947100","9586327800","10221705900","10936669900","11284197000","11784927700","12282533600","12664190300","13243892200","13724810900","14698001400","15999886400","17011750900","17986886200","17601616000","18447920000","20283780000","21386160000","21990970000","22593470000","23438240000","24154120000","24927970000","26056950000","", +"圣马力诺","SMR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","1215640315.36331","1101897917.81832","1160626398.21029","1253529079.61604","1600451467.26862","1877328035.75863","1958711603.03445","2092585622.88295","2488365726.79989","2752307016.25897","2363156432.34232","2139072847.68212","2054489852.65499","1800077091.09598","1865374402.54912","1788510017.24824","1523012088.2777","1564380530.97345","1632860040.56795","","", +"索马里","SOM","GDP（现价美元）","NY.GDP.MKTP.CD","180459936.776025","191659914.376034","203531927.547229","216145935.941626","229529912.668035","243724533.172801","257374455.753265","271780364.837811","286718279.690322","306357284.571429","322600009.142857","331102742.193418","416942436.927838","507028428.241662","467577432.247816","710850226.528991","807275808.737093","498550873.043478","564986059.668508","590419855.11811","603592656.822209","699112266.835764","774419569.699066","733901365.935354","788307213.438235","876404617.656501","930318705.332201","1009792724.39772","1038291284.49695","1092392963.199","917044228.012679","","","","","","","","","","","","","","","","","","","","","","","3368199007.95567","3340389105.66033","4049001422.23844","4198000286.58529","4509001513.2827","4721000393.39885","", +"塞尔维亚","SRB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","16750000000","20948677839.851","24147996549.5662","18284194680.3844","18409364146.9794","6540245607.20262","12267175481.2542","16116843146.4806","21188704081.2428","24861484993.5082","27683225959.2468","32482070360.3204","43170990616.4729","52194221468.5007","45162894380.9318","41819468691.8251","49258136128.9672","43309252921.0567","48394238300.4008","47062205546.5","39628549949.7295","40630392018.541","44120424391.86","50508366849.6463","", +"撒哈拉以南非洲地区（不包括高收入）","SSA","GDP（现价美元）","NY.GDP.MKTP.CD","29962472381.3384","31146764851.6599","33748634201.9399","38672368615.5192","37745935861.5344","42033364145.0167","45359388756.9895","44830095702.4268","47943933503.2401","54896604888.5969","64553267809.2694","65669517038.1947","74072232419.6565","94701182949.8619","123839113657.405","136486058943.628","148233890262.68","162882568561.109","180037984986.246","216674478873.333","271971867833.014","379280708015.664","348967269518.571","303822528416.255","266084218191.937","252821601385.623","260129369649.251","293795434077.474","302282983118.015","300751505475.62","336576880891.984","342292779408.998","337589642554.53","314831736005.992","310162669890.649","355711515774.371","367269896147.103","381764494801.118","368310476294.653","371680515787.394","396191520679.692","377733010396.503","411763248499.548","516503049014.434","643460648399.953","763789822864.78","908061530844.142","1054217821396.79","1208797676834.35","1147230702792.05","1368765589172.04","1551471598418.16","1634706047203.94","1738185476746.97","1825688362717.55","1660362619647.97","1544516297936.01","1678441648981.57","1697871240842.69","", +"南苏丹","SSD","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","15550136278.8696","12231362022.6859","15727363443.0995","17826697892.2717","10368813559.322","13257627118.6441","13282033898.3051","12374452028.1893","3070885014.08113","","","", +"撒哈拉以南非洲地区","SSF","GDP（现价美元）","NY.GDP.MKTP.CD","29973666709.2225","31157389139.8673","33760238394.1226","38685028470.2561","37760332631.0638","42047655887.1146","45374364958.4609","44845327519.7909","47958300734.9815","54910863990.5405","64569009491.3264","65689134019.6069","74100936022.6026","94735321513.7962","123878024941.134","136529239382.866","148277830288.536","162942418866.278","180120012417.832","216800304514.963","272115993019.122","379427965294.484","349108366367.861","303964037529.756","266231902787.329","252988063151.375","260336111190.53","294043923959.352","302566908437.938","301056772873.864","336946365795.332","342668045723.391","338025357341.352","315308704270.542","310652448774.628","356222737428.803","367775706181.723","382330961343.941","368923301966.081","372308147165.275","396810544343.938","378359733583.336","412465897700.994","517212827881.005","644304487627.321","764713213465.115","909081981434.464","1055254020414.74","1209764859134.98","1148078019919.25","1369735391918.67","1552537242838.54","1635765918245.35","1739513778367.17","1827031487774.01","1661740323494.26","1545944112397.67","1679945005255.79","1699461795349.79","", +"小国","SST","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","7878647286.53712","8863324222.75085","10444541172.774","13015289407.6781","20217339440.139","23014441628.1296","26271174006.3155","29833866382.0385","32086703975.3178","39814806384.8835","52739749952.1792","54483987861.8105","54246756820.7096","52477418404.8497","52016944953.4151","50076628054.2874","49115154640.1095","56125253449.8354","61862050984.8471","64354376017.1269","74799369910.004","76317327316.0487","81248112347.2695","80064305696.444","84225062461.4221","95525994532.7079","101712119378.622","108884318536.952","108745795157.82","116648550227.557","129322333641.776","129788723495.533","138842844512.255","165820930883.392","199755330978.701","238628841555.774","277384066329.103","332751797141.347","401591747996.225","343188842295.13","394373376444.373","477074458532.918","499988643173.642","516847741716.424","531018074381.561","452002546514.191","442920183862.366","483622746147.494","535696447679.29","", +"圣多美和普林西比","STP","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","75951127.727338","85171074.2134329","102085766.467304","114582285.797721","136450661.34421","142775106.811733","149146923.104274","188021168.841818","187821029.03052","197454052.146072","233213521.691189","252560556.021848","302925488.131749","348941656.435664","318265835.263324","347545391.785","375040173.816889","422296762.322469","", +"苏里南","SUR","GDP（现价美元）","NY.GDP.MKTP.CD","99650000","107700000","116150000","125950000","134400000","154150000","190350000","220700000","241350000","259650000","274900000","301000000","311950000","339450000","409850000","465500000","505500000","641500000","735500000","782500000","795000000","889000000","915000000","883500000","864000000","873000000","891000000","980000000","1161000000","542600000","388400000","448100000","404600000","428764705.882353","605492537.313433","691590497.737557","861411471.321696","926422500","1110850000","886290697.674419","947671969.69697","834279357.798165","1093574468.08511","1274190311.41869","1484092538.40527","1793388732.29125","2626493056.82108","2936440801.45719","3532961748.63388","3875555555.55556","4368398047.64333","4422276621.78703","4980000000","5145757575.75758","5240606060.60606","4787367928.11777","3167164370.80564","3068766109.75333","3427269681.74204","", +"斯洛伐克共和国","SVK","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","12694544692.7374","14213045493.8806","15431288006.2104","16452201100.9604","20079363625.5784","25733043137.2549","27821913814.9556","27660149541.1805","29828899205.7277","30415095887.492","29114875621.8905","30703017449.6644","35083608130.9994","46731767494.3567","57240535137.8197","62697540106.9519","70596729394.0534","86304245825.349","100324627215.468","88945625173.6593","89501012915.7314","98181259740.0919","93413992955.8972","98478349315.3252","100948236941.182","87769595120.4718","89848359304.5293","95617670260.1145","106472189680.752","", +"斯洛文尼亚","SVN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","18130730932.2034","13214510434.7826","13052481426.8868","13209759788.3598","14993821209.3023","21273055398.3017","21480023016.9972","20749140606.2425","22125435372.187","22689994990.1121","20342201356.0052","20875387068.1145","23563576758.1047","29697448108.2957","34470227453.9113","36346974008.2079","39587732028.6037","48114688201.4782","55589849128.4605","50244793831.6199","48013606745.4803","51290792018.1074","46352802765.5763","48116256926.0807","49889553216.003","43102044290.9563","44641210338.2514","48455919386.0505","54235484383.0673","", +"瑞典","SWE","GDP（现价美元）","NY.GDP.MKTP.CD","14842870293.4207","16147160122.7882","17511477311.4463","18954132365.5148","21137242560.8543","23260320646.2745","25302033132.3312","27463409201.8822","29143383490.5896","31649203885.888","37597376846.0527","41026187810.921","48317904774.9034","58632899709.2025","65155385097.0852","81808163118.3469","88200661975.7111","93240961375.4016","103084948035.853","121782797135.593","140245343956.875","128001439309.555","112893990895.489","103649519309.778","107782108102.227","112640311126.35","148542083595.373","180631121743.108","204296536182.922","215115712497.479","258443064928.702","270664969011.988","280625886740.616","210185651514.762","226333851736.651","264344412824.359","288454816582.165","264833593105.345","267224241814.362","271177018783.888","260158695509.812","240283858225.789","264345544361.257","331531479168.47","382152839200.425","389488030402.377","420540782304.627","488397792507.546","514584970642.23","430114322297.421","488909078695.423","563797423389.285","544481531961.98","579360671663.959","574413132024.98","498117638852.897","512205240408.433","535607385506.432","551031682226.344","", +"斯威士兰","SWZ","GDP（现价美元）","NY.GDP.MKTP.CD","35076158.4768305","43025199.4960101","45927061.4587708","54128377.4324513","64979280.4143917","70278594.4281114","76858462.8307434","74758504.8299034","79798404.0319194","105417891.642167","112137757.244855","136465324.384787","146741251.46351","221902017.291066","264311994.113319","288302907.369844","272539098.436063","304047838.086477","340616375.344986","412093133.760988","542000513.610683","571542674.577818","537575980.843618","555336145.767884","494475699.857656","361014890.45841","449146608.315098","584135559.921414","692016714.317132","696915430.663057","1114703088.1614","1156141998.33412","1284766234.2216","1357206995.74624","1419293454.99606","1698982437.76019","1602760100.48147","1716699913.19444","1576904292.4588","1547884442.26205","1738100853.05052","1542477308.89408","1432228125.26682","2197612701.09852","2770082791.50412","3178126491.90949","3291353835.93","3469363996.36642","3294093485.20796","3580417066.92472","4438778424.30203","4820499924.2539","4823831656.51644","4560713073.91948","4377293816.28535","4020275298.02726","3817430000","4433664364.24725","4703787506.89153","", +"圣马丁(荷属)","SXM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","", +"塞舌尔","SYC","GDP（现价美元）","NY.GDP.MKTP.CD","12012025.2477875","11592024.3649283","12642026.5718964","13923029.2643975","15393032.3541529","15603032.7955465","16443034.5611211","16632032.8140183","16074027.3496039","16452027.9927637","18432031.3616959","21965951.7213048","30645121.0129499","36896278.2235629","43134498.6929657","47803145.9560303","49278979.5471457","64526398.6585361","85552369.914184","127261099.24396","147357222.779802","154902869.02139","147912069.76575","146712850.509248","151313241.982492","168887539.130818","207850623.637094","249267039.782675","283828769.029925","304832867.393246","368584758.942457","374359556.084926","433667193.814795","473916819.453826","486451204.557142","508221508.221508","503068472.20266","562958836.519905","608369282.225727","622985493.682733","614879764.780006","622262057.191635","697518248.175182","705704816.042365","839319927.272727","919103254.545455","1016418229.25159","1033561654.0568","967199593.960157","847397850.094417","969936525.298729","1065826669.89742","1060226125.62616","1328157608.83087","1343007845.04468","1377495054.04127","1427524565.30226","1503168689.81984","1590180446.19384","", +"阿拉伯叙利亚共和国","SYR","GDP（现价美元）","NY.GDP.MKTP.CD","857704431.686497","945244992.211306","1110565863.53737","1200447429.35563","1339494290.42432","1472036550.70992","1342287556.59602","1580229795.10881","1753746369.66049","2245011571.98652","2140383695.94618","2589851693.01656","3059682162.06566","3239488104.60091","5159557176.25012","6826980766.8048","7633528920.63247","7696011359.94156","9275203105.57946","9929682184.32718","13062421024.9337","15518199247.3393","16298905397.0701","17589184556.6946","17503082982.2832","16403544510.5268","13293209270.1036","11356215712.9326","10577042354.799","9853396225.58749","12308624283.9787","12981833333.3333","13253565898.9558","13695962019.2084","10122020000","11396706586.8263","13789560878.2435","14505233968.8716","15200846138.4615","15873875968.9922","19325894913.1254","21099833783.503","21582248881.6592","21828144686.0394","25086930693.0693","28858965517.2414","33332844574.7801","40405006007.2086","","","","","","","","","","","","", +"特克斯科斯群岛","TCA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","358744800","366707910","409753640","485598810","578645760","721891470","773489740","862683630","703175750","686787810","728789570","715722770","740776770","823968140","893501650","950357510","962525840","1022312010","", +"乍得","TCD","GDP（现价美元）","NY.GDP.MKTP.CD","313582727.638056","333975336.626541","357635713.876922","371767002.655998","392247517.602016","416926302.963509","432794922.459835","449826322.995072","453980096.654503","471635620.924431","469266736.605177","501866730.722561","585427545.723712","647199482.828061","652532796.066703","864602103.303151","866044961.048205","935360466.351397","1113920122.61212","1004316495.11165","1033002401.82546","876937559.725038","834369860.427292","832415805.956327","919103735.322921","1033069709.99507","1067828247.23577","1163426850.65015","1482597298.88718","1433686309.83642","1738605558.05432","1877138041.64308","1881847676.80752","1463251055.40068","1179837954.72193","1445919969.89272","1607345450.04578","1544689502.82472","1744794457.276","1534673583.2487","1385058161.76746","1709347793.32873","1987622279.11463","2736666515.8294","4414929219.99649","6646663561.2656","7422102655.98832","8638711442.7705","10351932604.4154","9253484108.49701","10657705536.4978","12156380425.0825","12368071038.7362","12949854262.8127","13922223233.5184","10945989471.6286","10090922857.3905","9975692095.40855","11302544204.9904","", +"东亚与太平洋地区 (IBRD与IDA)","TEA","GDP（现价美元）","NY.GDP.MKTP.CD","80089044322.9076","70304295486.5314","64423897318.7532","69762139106.2508","80882097087.5146","94390974373.9846","103332168261.957","100125610823.098","101059766087.349","113479461110.822","126499684745.271","136038273079.19","154329762827.5","194309061450.421","219217185900.625","246446930094.488","250145275337.436","289062415584.005","279843103348.081","324147344776.875","374016847282.924","399114745778.202","418870465434.937","439532747904.697","477140103349.925","522899930477.446","521420812768.529","514987940704.156","571187366295.621","617327287639.014","661633306116.34","718052369803.027","804653218671.769","883381088450.924","1062641352288.64","1311566523352.93","1506473467426.65","1560401366182.69","1430161820145.74","1573188843311.65","1731600816824.68","1842335505360.05","2039047509643.4","2307975781314.86","2676685752619.67","3100871175283.4","3734878505820.12","4721609016360.99","5975957383698.32","6477920156078.09","7853669415319.31","9596177837051.58","10700596695068.2","11804960245048.5","12689604505542.3","13197946656328.1","13431911479092.9","14618128658743","16248767389147.8","", +"欧洲与中亚地区 (IBRD与IDA)","TEC","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","989015290097.004","960184905154.245","1020484876850.67","1008330355023.07","944015230898.116","931049940566.976","837258048372.49","924732706565.863","949660340421.317","978980003832.38","946345380259.321","820009858949.245","891604774598.597","907026509169.494","1018844601522.99","1252142097772.42","1621567200336.94","2032250851825.6","2458795487209.93","3161993384545.26","3915054710378.33","3105898370579.59","3638996448763.09","4423152690820.26","4614984435819.91","4897373945067.55","4639238345481.57","3615788111860.42","3483943366076.73","3898846070787.19","4041512556263.03","", +"多哥","TGO","GDP（现价美元）","NY.GDP.MKTP.CD","121128073.114022","126396469.707058","132237441.630863","143255784.510751","166104067.630043","187300336.365369","216136263.912497","231706475.464114","241956910.658103","267732446.378413","253976626.166639","286537524.990331","335677636.893737","406479906.159652","560437742.594972","617321669.390877","619375134.18051","777435020.475847","824263841.539264","891775906.631015","1136408814.19692","962347000.991788","821651918.724626","765746590.616849","718148959.610872","762359722.701402","1060911735.26065","1249099130.02277","1378847487.41137","1352949662.75172","1628427515.41881","1602299862.9243","1692959110.18022","1233496846.33493","982624324.505898","1309382885.33029","1465448290.34132","1498950899.08774","1587345950.9743","1576094566.48548","1488185772.47585","1481141849.98469","1698678686.38235","2111093197.99043","2255942249.33218","2280575830.08337","2349495620.59025","2659095101.10026","3310277926.58997","3365711796.38206","3426022205.75557","3867391618.08827","3873529926.22723","4320427495.74933","4568900619.92456","4179185205.16122","4414908596.54217","4765866980.38429","5300214337.17579","", +"泰国","THA","GDP（现价美元）","NY.GDP.MKTP.CD","2760747471.88624","3034043574.06071","3308912796.93487","3540403456.55305","3889129942.30769","4388937649.03846","5279230817.30769","5638461442.30769","6081009427.88461","6695336567.30769","7086538437.5","7375000024.03846","8177884552.88461","10838587357.7466","13703000530.0587","14882747955.0328","16985211146.0238","19779315170.0237","24006570178.1561","27371699082.7126","32353440726.8856","34846107862.3673","36589797857.4006","40042826244.2337","41797592963.4424","38900692712.1496","43096746122.4614","50535438696.4094","61667199834.7428","72250877410.3183","85343063965.9182","98234695722.0341","111452869378.467","128889832382.818","146683499005.964","169278552851.272","183035154107.494","150180268649.388","113675706127.265","126668932159.508","126392308497.749","120296746256.631","134300851255.002","152280653543.725","172895476152.592","189318499954.003","221758486880.313","262942650543.771","291383081231.82","281710095724.761","341105009515.333","370818747396.833","397558094269.877","420333333333.333","407339361695.577","401295970240.337","412352789519.611","455275517239.347","504992757704.997","", +"塔吉克斯坦","TJK","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","2629395066.27017","2534720480.3244","1909246640.80838","1646693642.11088","1522018435.69536","1231567145.35508","1043654822.33503","921572114.529611","1320242080.86531","1086605267.40992","860521119.298753","1080768906.5003","1221120798.81336","1555301496.04756","2076182460.86517","2312327536.41789","2830220713.07301","3719506172.83951","5161337336.40365","4979481980.35098","5642178579.58438","6522732202.50748","7633049792.09321","8448469837.53831","9112544556.05962","7854602391.65355","6952678127.03396","7157865188.25222","7522947810.12326","", +"土库曼斯坦","TKM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","2331358819.75954","3010982414.24425","3006988216.55045","3189539641.3171","3208098919.0146","3200539816.0601","3179225948.58114","2561118608.35516","2482228439.71407","2378759975.44506","2450349634.47436","2605688065.08338","2450564467.58315","2904662604.82053","3534803921.56863","4461978498.86577","5977560877.44013","6838351088.46688","8103901996.37024","10276674364.8961","12664165103.1895","19271523178.8079","20214385964.9123","22583157894.7368","29233333333.3333","35164210526.3158","39197543859.6491","43524210526.3158","35799714285.7143","36180000000","37926285714.2857","40761142857.1429","", +"拉丁美洲与加勒比海地区 (IBRD与IDA)","TLA","GDP（现价美元）","NY.GDP.MKTP.CD","76702300593.0354","81094144300.38","92821686022.7066","93431297904.1934","104147009141.822","110869146516.126","121580654082.685","124463782398.919","133892690241.575","149863741595.828","163011231364.133","181593100078.833","203688429810.24","268836681559.035","352617746192.241","368000464919.35","409681860172.456","451146931972.805","510551503261.592","610771982997.136","740165713667.538","857184992628.66","795289945612.643","694249976613.304","697277028696.286","719284878413.568","721577105192.215","761081378671.932","860107764851.641","942462305973.927","1109230328593.34","1382298700016.74","1302851981766.07","1504982084633.77","1719706760215.27","1833465602454.02","1992896686711.55","2186084791589.69","2199438672256.03","1968086400049.43","2174345829497.97","2116177471404.68","1882102465262.46","1919603421970.69","2223087971982.45","2706516584425.87","3182621866222.29","3769088324527.36","4402421976056.63","4123876013267.34","5152618467568.42","5877992088227.93","5935009599628.89","6081903167057.09","6199504020952.5","5290483965946.01","5154283302707.55","5732278498069.47","5555732855564.57","", +"东帝汶","TLS","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","439646121.579366","517708470.553444","510677040.106713","543315609.442447","1078373728.93489","1813708128.30448","2657842665.01112","2881040228.43039","4391368105.16034","3199666690.88017","3998961313.73619","5672048723.41683","6661664574.7463","5637671696.36367","4041636956.55441","3092624754.7917","2503532102.2697","2487269437.36822","2581000000","", +"中东与北非地区 (IBRD与IDA)","TMN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","289170584217.548","296099989530.037","337616663681.782","391915145883.511","402266389085.836","408024424585.234","431553229543.37","447311432447.737","463338039781.628","450125488805.02","507817712018.815","588817735697.858","693827855525.733","806752264856.871","997685855024.794","1229024372645.29","1188830867244.37","1374752649658.54","1558155718734.23","1717405849754.31","1611631755146.04","1585633514074.74","1428813291325.01","1439713130591.26","1422817551938.79","","", +"汤加","TON","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","32506741.7201204","30036416.9619944","34139387.8908849","41567471.6721987","44667002.0120724","53260077.4311091","62242013.3302689","62068161.0711025","60863963.9639639","64248354.5414656","60058663.3144773","68195855.6149733","81667133.4546982","106657267.367342","106344854.986095","113563821.577404","132201141.446861","137066290.55007","138489884.393064","193775943.038933","202547013.927138","219583570.094975","212155124.65374","188686997.319035","196686674.669868","202363492.160332","181244788.473329","182737040.095422","202543202.004099","229358214.792003","262176133.72543","294137737.070038","300143056.873221","349484427.609428","318166562.784677","369485198.817979","423011844.331641","472358251.224261","450686353.674011","443911052.254042","435438217.281663","401109307.359307","430174168.740104","450353313.884584","", +"南亚 (IBRD与IDA)","TSA","GDP（现价美元）","NY.GDP.MKTP.CD","47133391309.9824","50273085503.8906","53650237001.459","60342490387.2397","69112222701.8909","74259557732.9016","62387381643.3527","68679803690.5426","72094598960.7981","79153383347.7462","85745232475.9667","91141390675.3867","91584316045.3353","104764596593.083","126859372180.903","136029718260.331","132829954314.652","153614821412.382","174799245316.527","195789716001.333","236090206890.477","250237977910.672","258894440062.782","274060360121.699","272785276143.08","296628195402.886","314159700582.229","348828165080.308","374827084896.623","378262356025.476","407227367445.565","362122745848.294","384519506934.546","380801788766.099","431964387237.926","479894945086.789","525019257241.527","550763437960.445","558476231555.403","598384577999.065","622372326850.74","638710941320.503","670045532850.484","782504979368.156","907327593223.334","1040054138460.92","1196110786092.04","1504221259179.23","1527503038357.47","1683487609633.94","2061059873650.14","2271880446967.01","2297374631123.91","2357174513350.64","2581892372016.11","2697313887065.75","2920085235751.32","3347712176123.4","3457801122272.87","", +"撒哈拉以南非洲地区 (IBRD与IDA)","TSS","GDP（现价美元）","NY.GDP.MKTP.CD","29973666709.2225","31157389139.8673","33760238394.1226","38685028470.2561","37760332631.0638","42047655887.1147","45374364958.461","44845327519.7909","47958300734.9815","54910863990.5405","64569009491.3265","65689134019.607","74100936022.6026","94735321513.7963","123878024941.134","136529239382.866","148277830288.536","162942418866.279","180120012417.833","216800304514.963","272115993019.123","379427965294.484","349108366367.862","303964037529.757","266231902787.33","252988063151.375","260336111190.531","294043923959.352","302566908437.939","301056772873.864","336946365795.333","342668045723.391","338025357341.353","315308704270.542","310652448774.628","356222737428.804","367775706181.723","382330961343.941","368923301966.081","372308147165.275","396810544343.938","378359733583.336","412465897700.994","517212827881.005","644304487627.321","764713213465.116","909081981434.464","1055254020414.74","1209764859134.98","1148078019919.25","1369735391918.67","1552537242838.54","1635765918245.35","1739513778367.17","1827031487774.01","1661740323494.26","1545944112397.67","1679945005255.79","1699461795349.79","", +"特立尼达和多巴哥","TTO","GDP（现价美元）","NY.GDP.MKTP.CD","535670127.748935","584961208.656595","619319197.340022","678235373.038558","711893367.55527","736568861.926151","723735635.536371","761981474.023359","758899950","779200000","821850000","896754316.674262","1083381044.08473","1308799458.96284","2042031901.42217","2442667573.04821","2500410583.79177","3138666666.66667","3562333458.33333","4602416625","6235833333.33333","6992083333.33333","8140416666.66667","7763750000","7757083333.33333","7375918367.34694","4794444444.44444","4797777777.77778","4496852073.46896","4323058823.52941","5068000000","5307905882.35294","5439552941.17647","4669488516.37981","4947205860.01451","5329214163.22001","5759537726.26601","5737751331.63779","6043694330.21609","6808982520.75759","8154338232.95978","8824873259.32105","9008273720.93395","11305459802.0683","13280275123.0354","15982282462.3786","18369361094.3886","21641620049.9352","27871587349.5413","19172165225.5015","22157948396.2042","25433011405.3017","25769329445.0666","27110262285.4127","27477965424.1625","25121524774.9867","21746391333.0334","22250455018.8067","23410353434.6523","", +"突尼斯","TUN","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","991047619.047619","1040952380.95238","1085714285.71429","1214666666.66667","1289904761.90476","1439238095.2381","1685217058.71103","2237476420.03773","2730787476.28084","3545933562.42841","4328610489.68432","4507929104.47761","5109324009.32401","5968044209.51466","7188191881.91882","8744134354.16152","8428513568.24625","8133401049.60217","8350176782.55746","8254891864.05767","8410185739.96405","9018136020.15113","9696271268.25148","10096292842.1543","10102075213.3151","12290568181.8182","13074782608.6957","15497286295.7938","14608946896.483","15632463424.2784","18030876599.3444","19587322786.1105","20746360430.4187","21803372266.6198","22943685719.103","21473188881.5933","22066101341.4888","23142294436.2383","27453084982.5378","31183139301.4853","32273007553.5687","34378437265.2141","38908069299.204","44856586316.0458","43454935940.1614","44050929160.2627","45810626509.4474","45044112939.3687","46251061734.4741","47632326088.237","43152528548.124","41808379888.2682","39952095560.8829","39860715814.4238","", +"土耳其","TUR","GDP（现价美元）","NY.GDP.MKTP.CD","13995067817.5092","7988888888.88889","8922222222.22222","10355555555.5556","11177777777.7778","11966666666.6667","14100000000","15644444444.4444","17500000000","19466666666.6667","17086956521.7391","16256619963.7997","20431095406.3604","25724381625.4417","35599913836.4328","44633707242.7642","51280134554.2889","58676813687.3681","65147022485.7919","89394085658.2038","68789289565.7434","71040020140.4436","64546332580.7583","61678280115.4987","59989909457.8379","67234948264.5987","75728009962.7878","87172789528.3316","90852814004.9917","107143348667.094","150676291094.21","150027833333.333","158459130434.783","180169736363.636","130690172297.297","169485941048.035","181475555282.555","189834649111.257","275768693191.091","255884300638.529","272979390333.738","200251925227.875","238428125942.395","311823003788.624","404786739602.813","501416301536.12","552486912921.989","675770112179.989","764335657637.62","644639901973.703","771901768870.083","832523680908.06","873982246611.954","950579413122.56","934185915386.096","859796872677.614","863721648068.806","851549231502.615","766509088837.579","", +"图瓦卢","TUV","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","8824447.74022325","9365165.91369372","9742949.47121034","9630762.95389637","10886825.5592923","11025945.1445515","12334846.2320995","12700905.4475286","12757632.8684508","13687141.1058778","13742057.0500928","13196544.946726","15450994.2410084","18231078.5394643","21534931.6075894","21839098.8927071","22902861.4457831","27030996.0274377","30290770.2575339","27101312.7912806","31824701.2779469","38713279.6189995","37671734.4913473","37507514.536976","37291841.426971","35492333.8641732","36547419.8730745","40620557.1335093","42587778.4724662","", +"坦桑尼亚","TZA","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","5100405772.46327","4420168102.39306","4258743262.82876","4956588278.56144","4601413263.52894","4257702196.53864","4510846967.8742","5255221424.80962","6496195450.61034","7683852496.84499","12270448700.1994","12711213451.034","13375976353.6994","13581644245.7352","14142035080.2849","15224257698.482","16675948414.7573","18399046025.2688","18649590248.2626","21843529024.9154","27941177434.5087","29081425282.2949","32014249841.4151","34657139495.4031","39650530214.3287","45680532613.7591","49964788814.0927","47378599025.3044","49774021003.0747","53320625958.5628","57437073927.1796","", +"乌干达","UGA","GDP（现价美元）","NY.GDP.MKTP.CD","423008385.744235","441524109.014675","449012578.616352","516147798.742138","589056603.773585","884873949.579832","925770308.123249","967647058.823529","1037815126.05042","1169047619.04762","1260084033.61345","1417787114.84594","1491596638.65546","1702521008.40336","2100142653.35235","2359555555.55556","2447300000","2936470588.23529","2420260869.56522","2139025000","1244610000","1337300000","2177500000","2240333333.33333","3615647477.05434","3519666338.52454","3923232122.12784","6269511614.66235","6508931651.66667","5276480985.99937","4304398865.88268","3321729057.12215","2857457860.05088","3220439044.18949","3990430446.71216","5755818947.42125","6044585326.938","6269333313.17108","6584815846.52754","5998563257.94659","6193246837.09687","5840503868.57245","6178563590.89254","6336696288.98214","7940362799.17997","9013834373.41246","9942597779.99265","12292813603.2327","14239026629.639","18168902153.8798","20186496527.1256","20176025256.9153","23114293416.3905","24599550623.7254","27291879819.3622","27102650386.6012","24133664284.5089","25995031850.1545","27476945526.013","", +"乌克兰","UKR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","64087694038.2333","74703517902.6642","82709161099.1244","81456918678.5008","77464561149.5103","73942235330.437","65648559903.0571","52549555149.1978","48213868178.0873","44558077827.135","50150399791.647","41883241471.7365","31580639045.454","31261527363.144","37972301334.6736","42351593887.2827","50084197498.4529","64819702951.6826","86057915585.3026","107647920792.079","142579603960.396","179816790704.739","117113410001.027","136013155905.036","163159671670.265","175781379051.433","183310146378.081","133503411375.739","91030959454.6961","93355993628.5042","112190355158.178","130832374404.882","", +"中高等收入国家","UMC","GDP（现价美元）","NY.GDP.MKTP.CD","229239307657.771","209108465398.156","219102229131.074","229418386431.299","259142029891.907","287816798447.279","315865762802.254","320672185046.13","336929077229.574","376798559261.305","413216051448.776","452323973780.564","516656038155.981","670300425805.271","858604950340.615","946132383609.629","1026894489753.96","1147211547723.49","1223282509175","1486267471513.02","1714084748061.09","1861671895045.2","1832694054703.49","1803559679869.2","1862466679650.71","1964514247368.36","2032823536225.21","2029697450219.13","2216974464223.97","2310323578364.56","2683127192348.99","2963317642598.08","2889038473369.16","3131041683501.19","3403966043538.6","3807566239814.07","4147997706755.6","4423640646314.54","4375954465938.61","4139816497682.35","4558738275614.86","4619137394565.92","4632825755758.25","5195088403330.02","6238638661686.47","7511900513304.97","8931036732544.84","11107963026804.2","13583072534398.9","13078172977764.1","15856641374556.9","18969596489951.5","20325179881476.2","21608468942126.5","22301780634014.8","20866337272423.2","20738160554962.4","22851442775056.6","24435128586598.2","", +"乌拉圭","URY","GDP（现价美元）","NY.GDP.MKTP.CD","1242289239.20493","1547388781.43133","1710004407.22785","1539681490.78174","1975701816.46615","1890769326.14221","1809183974.52669","1597721080.00991","1593675330.16467","2004435483.87097","2137096774.19355","2807258064.51613","2189418001.37898","3964295672.52444","4090209681.97172","3538283322.07726","3667161241.48372","4114667062.64917","4910257282.93153","7181185277.98651","10163020115.7344","11048335541.4933","9178802162.6616","5102281255.99986","4850241442.17643","4732017873.38369","5880112788.40947","7367494080.40014","8213515458.51139","8438951476.06644","9298839655.23139","11205971155.2758","12878199880.9839","15002106518.4847","17474647792.3829","19297663096.5506","20515543039.2132","23969823010.4429","25385928198.3212","23983945190.6202","22823255801.8447","20898788416.6348","13606494599.4261","12045631092.5353","13686329890.1191","17362857683.8545","19579457966.0538","23410572634.3147","30366213119.2928","31660911277.0294","40284481651.9021","47962439303.7247","51264390116.4909","57531233350.9101","57236013086.1223","53274304222.136","52687612261.5424","56488991831.0239","59596885024.3487","", +"美国","USA","GDP（现价美元）","NY.GDP.MKTP.CD","543300000000","563300000000","605100000000","638600000000","685800000000","743700000000","815000000000","861700000000","942500000000","1019900000000","1073303000000","1164850000000","1279110000000","1425376000000","1545243000000","1684904000000","1873412000000","2081826000000","2351599000000","2627334000000","2857307000000","3207042000000","3343789000000","3634038000000","4037613000000","4338979000000","4579631000000","4855215000000","5236438000000","5641580000000","5963144000000","6158129000000","6520327000000","6858559000000","7287236000000","7639749000000","8073122000000","8577554463000","9062818211000","9630664202000","10252345464000","10581821399000","10936419054000","11458243878000","12213729147000","13036640229000","13814611414000","14451858650000","14712844084000","14448933025000","14992052727000","15542581104000","16197007349000","16784849190000","17521746534000","18219297584000","18707188235000","19485393853000","20494100000000","", +"乌兹别克斯坦","UZB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","13360607917.8773","13677622222.2222","12941297376.0933","13099013835.5111","12899156990.6156","13350468917.4115","13948892215.5689","14744603773.5849","14988971210.8383","17078465982.0282","13760513969.314","11401421329.1974","9687788512.80184","10134453435.4603","12030023547.8807","14307509838.8053","17330833852.919","22311393927.8817","29549438883.8338","33689223673.2577","39332770928.9426","45915191189.3237","51821573338.1312","57690770140.2657","76658542757.4707","81847410181.7953","81779019095.6692","59159949231.4924","50499920318.2926","", +"圣文森特和格林纳丁斯","VCT","GDP（现价美元）","NY.GDP.MKTP.CD","13066557.7786852","13999883.3343055","14524878.959342","13708219.0981742","14758210.3482471","15108207.4316047","16099865.8344514","15835177.9329133","15350000","16650000","18450000","20051648.1847182","27585488.9918284","30165373.6218865","32924215.8581726","33237164.715642","32792480.9729606","49353161.8518518","60844771.4814815","71096359.6296296","82340339.6296296","102086539.259259","113759203.333333","122255349.62963","135024987.777778","145641705.185185","160846656.666667","175580647.407407","200726712.592593","214745002.222222","240365262.592593","254829629.62963","277954111.111111","286307814.814815","289438481.481481","316008481.481481","331489703.703704","347770000","373619851.851852","390719148.148148","396261370.37037","430039296.296296","461883444.444444","481806296.296296","521975111.111111","550728666.666667","610930037.037037","684446259.259259","695428851.851852","674922481.481482","681225962.962963","676129407.407407","692933740.740741","721208998.225378","727714407.111622","755458031.415067","770762204.076066","785222509.144563","813093984.074074","", +"委内瑞拉玻利瓦尔共和国","VEN","GDP（现价美元）","NY.GDP.MKTP.CD","7779090909.09091","8189090909.09091","8946969696.9697","9753333333.33333","8099318181.81818","8427777777.77778","8781333333.33333","9250000000","10034444444.4444","10285111111.1111","11561111111.1111","12986590909.0909","13977727272.7273","17035581395.3488","26100930232.5581","27464651162.7907","31419534883.7209","36210697674.4186","39316279069.7674","48310930232.5581","59116511627.907","66327441860.4651","67736744186.0465","67556279069.7674","60010285714.2857","61965466666.6667","60391604938.2716","48029034482.7586","60226413793.1034","43526253602.3055","48598315565.032","53476971830.9859","60401798245.614","60065011013.2159","58418666666.6667","77407726244.3439","70543211119.099","85843534588.6206","91331203433.1629","97976886247.3172","117140723529.412","122903960204.505","92893587733.6549","83620628582.1082","112453382329.615","145510008134.75","183477522123.894","230364012575.687","315953388510.678","329787628928.472","393192354510.653","316482190800.364","381286237847.667","371005379786.566","482359318767.703","","","","","", +"英屬維爾京群島","VGB","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","", +"美属维京群岛","VIR","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","3269000000","3453000000","3799000000","4439000000","4504000000","4803000000","4250000000","4203000000","4339000000","4239000000","4095000000","3762000000","3622000000","3748000000","3863000000","3855000000","","", +"越南","VNM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","14094687820.7445","26336616250.4397","36658108850.3149","25423812648.5941","6293304974.59403","6471740805.56984","9613369520.41885","9866990236.43587","13180953598.1716","16286433533.3228","20736164458.9505","24657470574.7501","26843700441.5482","27209602050.0452","28683659006.7752","31172518403.3162","32685198735.3053","35064105500.8345","39552513316.0734","45427854693.2554","57633255618.2731","66371664817.0436","77414425532.2452","99130304099.1274","106014659770.222","115931749697.241","135539438559.709","155820001920.492","171222025117.381","186204652922.262","193241108709.536","205276172134.901","223779865815.183","244948445308.883","", +"瓦努阿图","VUT","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","119258835.335525","113423181.338956","98746405.3924806","98144643.8965575","110123779.812821","135553763.982667","123698506.111363","118691396.764915","130834145.053665","148545381.418421","144482170.248703","158397403.041175","188869985.673352","196142585.014816","188080374.400605","219260341.050642","233902114.8683","245177633.168933","255890221.800293","262301252.769228","267999225.256634","272014693.050806","257926881.72043","262603781.799059","314463144.04219","364996869.129618","394962552.336108","439376794.094041","526428309.945088","607958616.143415","610066628.693058","700804286.224354","792149700.679116","781702874.106058","801787555.861121","814954306.971033","737917151.424178","787942567.411846","849708342.698412","887817896.301835","", +"世界","WLD","GDP（现价美元）","NY.GDP.MKTP.CD","1370773175299.13","1428243252162.75","1533428552164.23","1651254441090.99","1809566507676.47","1970263431689.46","2137443239818.92","2274766100844.97","2454039687169.93","2702384325609.14","2967134190513.09","3277473529735.25","3780008408344.25","4607296495839.12","5313811666230.22","5916138399186.38","6436618979871.82","7280008873683.09","8570950836042.56","9958993254911.54","11219651208332.4","11616548460676.7","11507419044047.1","11739581031767.4","12172632270220","12786868776197.2","15109518321326.6","17186317201890.2","19226665300870.3","20068920934036.3","22603206098495.3","23942384829866.4","25425855198396.5","25838198034038.6","27753090818176.4","30865108095791.8","31549409160506.7","31435985940809.5","31367309193548.1","32529370037527.9","33581571601703.8","33382422263799","34669304532580.9","38899897038562.5","43811772234694.6","47459060744747.3","51442676003488.1","57968741828029.4","63616066492489.3","60340071198873.6","66036932045341.4","73357420394392","75045654452275.2","77189608277384.9","79296107902414.6","75003074210656.5","76102831192800.1","80891341462319.1","85804390603622","", +"萨摩亚","WSM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","121221651.619316","111862823.574979","109200934.328518","95572172.9835657","100947848.64478","111713922.141578","133016065.416065","122888609.715243","125766269.755358","125597205.422315","132303041.36253","133122897.196262","221098106.508876","224865731.381903","249908970.658971","285475591.89651","269481523.200465","258833766.580017","269019710.327456","273088357.1637","288078881.433056","338838639.378435","420320176.359437","462649043.044658","508503671.284407","550970655.544072","644132488.887141","560959527.824621","643046733.391126","739785121.889922","801168622.338114","804808525.537223","805162576.422974","804100573.408688","786640012.24318","841538412.998896","861494700.74813","", +"科索沃","XKX","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","1849196082.05507","2535333631.88536","2406270658.23024","2790455727.69422","3556757428.82009","3663101604.27807","3846819721.4904","4655899260.88147","5687417606.56218","5653792720.20006","5830463576.15894","6691826522.10175","6499935757.42002","7071959638.87414","7386891336.07536","6440612176.999","6714712389.38053","7227764976.79274","7900268735.55547","", +"也门共和国","YEM","GDP（现价美元）","NY.GDP.MKTP.CD","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","5647119229.00763","5930370370.37037","6463649985.01648","5368270614.8468","4167356037.1517","4258788725.44991","5785685310.86668","6838557384.40357","6325141675.86989","7641102523.15082","9652436179.64605","9861560094.74009","10694628091.6726","11777966673.3897","13872791658.5487","16746344766.2044","19061978586.1278","21650532264.2322","26910851361.7555","25130274124.2524","30906749533.221","32726417878.391","35401339869.3055","40415233436.1767","43228585321.3272","42628328212.1041","30968242967.7823","26818703092.5852","26914402223.7828","", +"南非","ZAF","GDP（现价美元）","NY.GDP.MKTP.CD","7575396972.87137","7972996813.99047","8497996604.20055","9423396234.41086","10373995854.5513","11334395470.7756","12354995062.944","13777394494.5532","14894594048.1202","16780393294.5548","18418392640.0103","20333691315.355","21357435928.4543","29295674713.3562","36807721039.2511","38114542813.287","36603349968.171","40651349964.651","46739449959.357","57645721015.634","82980483390.5057","85454420504.1014","78423059791.0843","87415851379.4578","77344092904.1052","59082638803.0846","67521602552.6474","88573697221.7221","95176640968.0367","99030856824.7526","115552349035.441","123942759156.416","134544563096.782","134308050011.809","139752515748.806","155460927990.383","147606294673.67","152587423868.182","137774755609.072","136632320704.653","136361298082.061","121514929265.918","115481857072.743","175255777923.458","228590292804.185","257771562353.152","271636512521.322","299416992590.164","286769029768.392","295937388335.714","375348316917.75","416417032178.542","396329389720.235","366644891407.353","350637643679.195","317415623434.305","296340945652.684","349268114386.875","368288203086.63","", +"赞比亚","ZMB","GDP（现价美元）","NY.GDP.MKTP.CD","713000000","696285714.285714","693142857.142857","718714285.714286","839428571.428571","1082857142.85714","1264285714.28571","1368000000","1605857142.85714","1965714285.71429","1825285714.28571","1687000000","1910714285.71429","2268714285.71429","3121833333.33333","2618666666.66667","2746714285.71429","2483000000","2813375000","3325500000","3829500000","3872666666.66667","3994777777.77778","3216307692.30769","2739444444.44445","2281258064.51613","1661948717.94872","2269894736.84211","3713614457.83133","3998637681.15942","3285217391.30435","3378882352.94118","3181921787.7095","3273237853.35689","3656647744.24858","3807067121.8609","3597220962.00017","4303281932.29365","3537683046.02331","3404311976.54941","3600683039.73254","4094480988.11931","4193845678.17033","4901839731.26571","6221077674.77871","8331870169.14977","12756858899.2812","14056957976.2648","17910858637.9048","15328342303.9575","20265556273.582","23460098339.7453","25503370699.2015","28045460442.1876","27150630607.2032","21154394545.895","20954754378.1394","25868142076.7897","26720073435.9014","", +"津巴布韦","ZWE","GDP（现价美元）","NY.GDP.MKTP.CD","1052990400","1096646600","1117601600","1159511700","1217138000","1311435800","1281749500","1397002000","1479599900","1747998800","1884206300","2178716300","2677729400","3309353600","3982161400","4371300700","4318372000","4364382100","4351600500","5177459400","6678868200","8011373800","8539700700","7764067000","6352125900","5637259300","6217523700","6741215100","7814784100","8286322700","8783816700","8641481700","6751472200","6563813300","6890675000","7111270700","8553146600","8529571600","6401968200","6858013100","6689957600","6777384700","6342116400","5727591800","5805598400","5755215200","5443896500","5291950100","4415702800","9665793300","12041655200","14101920300","17114849900","19091020000","19495519600","19963120600","20548678100","22813010116.1292","31000519447.175","", diff --git a/GDP_regression/main.py b/GDP_regression/main.py new file mode 100644 index 0000000..ab77799 --- /dev/null +++ b/GDP_regression/main.py @@ -0,0 +1,120 @@ +# coding = utf-8 +""" +@author: zhou +@time:2019/11/13 15:00 +@File: main.py +""" + +import pandas as pd +from pyecharts.charts import Scatter +import sklearn.pipeline as pl +import sklearn.linear_model as lm +import sklearn.preprocessing as sp +import matplotlib.pyplot as mp +import numpy as np + + +gdp = pd.read_csv('GDP_data.csv') +country = pd.read_csv('Country_data.csv') +country_data = country.dropna(subset=['Income_Group']) +country_gdp = pd.merge(country_data, gdp, how='inner') + +# 美国GDP +df_usa = country_gdp[country_gdp['Country Name']=='美国'] +for i in range(1960, 2019): + df_usa[str(i)] = df_usa[str(i)].apply(lambda x: x/1000000000000) + +# 中国GDP +df_china = country_gdp[country_gdp['Country Name']=='中国'] +for i in range(1960, 2019): + df_china[str(i)] = df_china[str(i)].apply(lambda x: x/1000000000000) + +# 日本GDP +df_jpn = country_gdp[country_gdp['Country Name']=='日本'] +for i in range(1960, 2019): + df_jpn[str(i)] = df_jpn[str(i)].apply(lambda x: x/1000000000000) + + +# 德国GDP +df_de = country_gdp[country_gdp['Country Name']=='德国'] +for i in range(1960, 2019): + df_de[str(i)] = df_de[str(i)].apply(lambda x: x/1000000000000) + +# 英国GDP +df_uk = country_gdp[country_gdp['Country Name']=='英国'] +for i in range(1960, 2019): + df_uk[str(i)] = df_uk[str(i)].apply(lambda x: x/1000000000000) + +# 处理数据 +year_str = [str(i) for i in range(1960, 2019)] + +china_gdp = df_china[year_str].values.tolist()[0] +usa_gdp = df_usa[year_str].values.tolist()[0] +jpn_gdp = df_jpn[year_str].values.tolist()[0] +de_gdp = df_de[year_str].values.tolist()[0] +uk_gdp = df_uk[year_str].values.tolist()[0] + + +# 制作散点图 +def scatter_base(choose, values, country) -> Scatter: + c = ( + Scatter() + .add_xaxis(choose) + .add_yaxis("%s历年GDP" % country, values) + .set_global_opts(title_opts=opts.TitleOpts(title=""), + # datazoom_opts=opts.DataZoomOpts(), + yaxis_opts=opts.AxisOpts( + axislabel_opts=opts.LabelOpts(formatter="{value} /万亿") + ) + ) + .set_series_opts(label_opts=opts.LabelOpts(is_show=False)) + ) + return c + + +# jupyter notebook +scatter_base(year_str, usa_gdp, '美国').render_notebook() +scatter_base(year_str, china_gdp, '中国').render_notebook() +scatter_base(year_str, jpn_gdp, '日本').render_notebook() +scatter_base(year_str, de_gdp, '德国').render_notebook() +scatter_base(year_str, uk_gdp, '英国').render_notebook() + +# 拟合数据-美国 +year = [i for i in range(1960, 2019)] +X = np.array(year) +X = X.reshape(-1, 1) +y = usa_gdp +model = pl.make_pipeline( + sp.PolynomialFeatures(5), # 多项式特征拓展器 + lm.LinearRegression() # 线性回归器 +) +# 训练模型 +model.fit(X, y) +# 求预测值y +pred_y = model.predict(X) + +# 绘制多项式回归线 +px = np.linspace(X.min(), X.max(), 1000) +px = px.reshape(-1, 1) +pred_py = model.predict(px) + +# 绘制图像 +mp.figure("美国历年GDP拟合结果", facecolor='lightgray') +mp.title('USA GDP Regression', fontsize=16) +mp.tick_params(labelsize=10) +mp.grid(linestyle=':') +mp.xlabel('x') +mp.ylabel('y') + +mp.scatter(X, y, s=60, marker='o', c='dodgerblue', label='Points') +mp.plot(px, pred_py, c='orangered', label='PolyFit Line') +mp.tight_layout() +mp.legend() +mp.show() + +# 预测2019年数据 +p_year = [i for i in range(1960, 2020)] +p_X = np.array(p_year) +p_X = p_X.reshape(-1, 1) +p_pred_y = model.predict(p_X) + diff --git a/football/yingchao/analyse.py b/football/yingchao/analyse.py index 6f7c4e4..963c942 100644 --- a/football/yingchao/analyse.py +++ b/football/yingchao/analyse.py @@ -67,10 +67,10 @@ # 前锋分析 df_vanguard = player_df[player_df['staff'] == '前锋'][['staff', 'club', 'shot', 'speed', 'power']] -df_vanguard = df_vanguard.groupby(by = 'club').mean()[['shot', 'speed', 'power']] +df_vanguard = df_vanguard.groupby(by='club').mean()[['shot', 'speed', 'power']] df_vanguard['size'] = ((df_vanguard['shot'] - df_vanguard['shot'].min()) / (df_vanguard['shot'].max() - df_vanguard['shot'].min()) + 1) * 10 -df_vanguard.reset_index(inplace = True) -df_vanguard.sort_values(by = 'shot', ascending = False, inplace = True) +df_vanguard.reset_index(inplace=True) +df_vanguard.sort_values(by='shot', ascending=False, inplace=True) vanguard_shot = df_vanguard['shot'].values.tolist() vanguard_speed = df_vanguard['speed'].values.tolist() vanguard_power = df_vanguard['power'].values.tolist()