From 165bdf46d8187503eafe582bebb10a3345ca4fb6 Mon Sep 17 00:00:00 2001
From: richik-ray <45549622+richik-ray@users.noreply.github.com>
Date: Sun, 3 Nov 2019 10:52:13 -0500
Subject: [PATCH] Add files via upload

---
 data/Data Parsing and Merging.ipynb | 1450 +++++++++++++++++++++++++++
 1 file changed, 1450 insertions(+)
 create mode 100644 data/Data Parsing and Merging.ipynb

diff --git a/data/Data Parsing and Merging.ipynb b/data/Data Parsing and Merging.ipynb
new file mode 100644
index 0000000..1db9cdc
--- /dev/null
+++ b/data/Data Parsing and Merging.ipynb	
@@ -0,0 +1,1450 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import pandas as pd\n",
+    "import math\n",
+    "pd.set_option('display.max_columns', None)\n",
+    "pd.set_option('display.max_colwidth', -1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 62,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Value</th>\n",
+       "      <th>County, State</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.90</td>\n",
+       "      <td>Autauga, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.86</td>\n",
+       "      <td>Baldwin, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.81</td>\n",
+       "      <td>Barbour, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.84</td>\n",
+       "      <td>Bibb, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.93</td>\n",
+       "      <td>Blount, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>0.70</td>\n",
+       "      <td>Bullock, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>0.82</td>\n",
+       "      <td>Butler, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>0.92</td>\n",
+       "      <td>Calhoun, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>0.86</td>\n",
+       "      <td>Chambers, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>0.95</td>\n",
+       "      <td>Cherokee, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>0.88</td>\n",
+       "      <td>Chilton, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>0.79</td>\n",
+       "      <td>Choctaw, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>0.91</td>\n",
+       "      <td>Clarke, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>0.90</td>\n",
+       "      <td>Clay, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>0.98</td>\n",
+       "      <td>Cleburne, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>0.93</td>\n",
+       "      <td>Coffee, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>0.92</td>\n",
+       "      <td>Colbert, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>0.80</td>\n",
+       "      <td>Conecuh, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>0.83</td>\n",
+       "      <td>Coosa, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>0.95</td>\n",
+       "      <td>Covington, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>0.89</td>\n",
+       "      <td>Crenshaw, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>0.91</td>\n",
+       "      <td>Cullman, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>0.90</td>\n",
+       "      <td>Dale, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>0.86</td>\n",
+       "      <td>Dallas, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>0.93</td>\n",
+       "      <td>DeKalb, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>0.86</td>\n",
+       "      <td>Elmore, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>0.88</td>\n",
+       "      <td>Escambia, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>0.90</td>\n",
+       "      <td>Etowah, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>0.92</td>\n",
+       "      <td>Fayette, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>0.92</td>\n",
+       "      <td>Franklin, AL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3111</th>\n",
+       "      <td>0.91</td>\n",
+       "      <td>Washburn, WI</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3112</th>\n",
+       "      <td>0.93</td>\n",
+       "      <td>Washington, WI</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3113</th>\n",
+       "      <td>0.94</td>\n",
+       "      <td>Waukesha, WI</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3114</th>\n",
+       "      <td>0.89</td>\n",
+       "      <td>Waupaca, WI</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3115</th>\n",
+       "      <td>0.90</td>\n",
+       "      <td>Waushara, WI</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3116</th>\n",
+       "      <td>0.91</td>\n",
+       "      <td>Winnebago, WI</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3117</th>\n",
+       "      <td>0.92</td>\n",
+       "      <td>Wood, WI</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3118</th>\n",
+       "      <td>0.81</td>\n",
+       "      <td>Albany, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3119</th>\n",
+       "      <td>0.66</td>\n",
+       "      <td>Big Horn, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3120</th>\n",
+       "      <td>0.79</td>\n",
+       "      <td>Campbell, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3121</th>\n",
+       "      <td>0.78</td>\n",
+       "      <td>Carbon, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3122</th>\n",
+       "      <td>0.87</td>\n",
+       "      <td>Converse, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3123</th>\n",
+       "      <td>0.98</td>\n",
+       "      <td>Crook, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3124</th>\n",
+       "      <td>0.69</td>\n",
+       "      <td>Fremont, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3125</th>\n",
+       "      <td>0.85</td>\n",
+       "      <td>Goshen, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3126</th>\n",
+       "      <td>0.87</td>\n",
+       "      <td>Hot Springs, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3127</th>\n",
+       "      <td>0.86</td>\n",
+       "      <td>Johnson, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3128</th>\n",
+       "      <td>0.79</td>\n",
+       "      <td>Laramie, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3129</th>\n",
+       "      <td>0.91</td>\n",
+       "      <td>Lincoln, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3130</th>\n",
+       "      <td>0.79</td>\n",
+       "      <td>Natrona, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3131</th>\n",
+       "      <td>0.51</td>\n",
+       "      <td>Niobrara, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3132</th>\n",
+       "      <td>0.85</td>\n",
+       "      <td>Park, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3133</th>\n",
+       "      <td>0.84</td>\n",
+       "      <td>Platte, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3134</th>\n",
+       "      <td>0.86</td>\n",
+       "      <td>Sheridan, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3135</th>\n",
+       "      <td>0.92</td>\n",
+       "      <td>Sublette, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3136</th>\n",
+       "      <td>0.80</td>\n",
+       "      <td>Sweetwater, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3137</th>\n",
+       "      <td>0.93</td>\n",
+       "      <td>Teton, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3138</th>\n",
+       "      <td>0.85</td>\n",
+       "      <td>Uinta, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3139</th>\n",
+       "      <td>0.86</td>\n",
+       "      <td>Washakie, WY</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3140</th>\n",
+       "      <td>0.90</td>\n",
+       "      <td>Weston, WY</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>3141 rows × 2 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      Value    County, State\n",
+       "0     0.90   Autauga, AL    \n",
+       "1     0.86   Baldwin, AL    \n",
+       "2     0.81   Barbour, AL    \n",
+       "3     0.84   Bibb, AL       \n",
+       "4     0.93   Blount, AL     \n",
+       "5     0.70   Bullock, AL    \n",
+       "6     0.82   Butler, AL     \n",
+       "7     0.92   Calhoun, AL    \n",
+       "8     0.86   Chambers, AL   \n",
+       "9     0.95   Cherokee, AL   \n",
+       "10    0.88   Chilton, AL    \n",
+       "11    0.79   Choctaw, AL    \n",
+       "12    0.91   Clarke, AL     \n",
+       "13    0.90   Clay, AL       \n",
+       "14    0.98   Cleburne, AL   \n",
+       "15    0.93   Coffee, AL     \n",
+       "16    0.92   Colbert, AL    \n",
+       "17    0.80   Conecuh, AL    \n",
+       "18    0.83   Coosa, AL      \n",
+       "19    0.95   Covington, AL  \n",
+       "20    0.89   Crenshaw, AL   \n",
+       "21    0.91   Cullman, AL    \n",
+       "22    0.90   Dale, AL       \n",
+       "23    0.86   Dallas, AL     \n",
+       "24    0.93   DeKalb, AL     \n",
+       "25    0.86   Elmore, AL     \n",
+       "26    0.88   Escambia, AL   \n",
+       "27    0.90   Etowah, AL     \n",
+       "28    0.92   Fayette, AL    \n",
+       "29    0.92   Franklin, AL   \n",
+       "...    ...            ...   \n",
+       "3111  0.91   Washburn, WI   \n",
+       "3112  0.93   Washington, WI \n",
+       "3113  0.94   Waukesha, WI   \n",
+       "3114  0.89   Waupaca, WI    \n",
+       "3115  0.90   Waushara, WI   \n",
+       "3116  0.91   Winnebago, WI  \n",
+       "3117  0.92   Wood, WI       \n",
+       "3118  0.81   Albany, WY     \n",
+       "3119  0.66   Big Horn, WY   \n",
+       "3120  0.79   Campbell, WY   \n",
+       "3121  0.78   Carbon, WY     \n",
+       "3122  0.87   Converse, WY   \n",
+       "3123  0.98   Crook, WY      \n",
+       "3124  0.69   Fremont, WY    \n",
+       "3125  0.85   Goshen, WY     \n",
+       "3126  0.87   Hot Springs, WY\n",
+       "3127  0.86   Johnson, WY    \n",
+       "3128  0.79   Laramie, WY    \n",
+       "3129  0.91   Lincoln, WY    \n",
+       "3130  0.79   Natrona, WY    \n",
+       "3131  0.51   Niobrara, WY   \n",
+       "3132  0.85   Park, WY       \n",
+       "3133  0.84   Platte, WY     \n",
+       "3134  0.86   Sheridan, WY   \n",
+       "3135  0.92   Sublette, WY   \n",
+       "3136  0.80   Sweetwater, WY \n",
+       "3137  0.93   Teton, WY      \n",
+       "3138  0.85   Uinta, WY      \n",
+       "3139  0.86   Washakie, WY   \n",
+       "3140  0.90   Weston, WY     \n",
+       "\n",
+       "[3141 rows x 2 columns]"
+      ]
+     },
+     "execution_count": 62,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "os.chdir(r\"C:\\Users\\rayri\\Desktop\\Python\\HackDuke\")\n",
+    "df1 = pd.read_csv(\"Avg Temp Parsing.csv\")\n",
+    "df2 = pd.read_csv(\"Crime Data Parsing.csv\")\n",
+    "df3 = pd.read_csv(\"HighGrad Parsing.csv\")\n",
+    "df4 = pd.read_csv(\"Political Parsed.csv\")\n",
+    "df5 = pd.read_csv(\"Housing Parsing2.csv\")\n",
+    "#df1 = df1.sort_values('Facility ID')\n",
+    "#df2 = df2.sort_values('Facility ID')\n",
+    "#df1 = df1[~df1['Measure Name'].str.contains('Device Days')]\n",
+    "#df1 = df1[~df1['Measure Name'].str.contains('Confidence Limit')]\n",
+    "#df1 = df1[~df1['Measure Name'].str.contains('Number of')]\n",
+    "#df1 = df1[~df1['Measure Name'].str.contains('Predicted Cases')]\n",
+    "#df1 = df1[~df1['Measure Name'].str.contains('Observed Cases')]\n",
+    "#df1 = df1[~df1['Measure Name'].str.contains('Patient Days')]\n",
+    "df3"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 74,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>County, State</th>\n",
+       "      <th>Value</th>\n",
+       "      <th>Type</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Autauga, AL</td>\n",
+       "      <td>0.489969</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Baldwin, AL</td>\n",
+       "      <td>0.571601</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Barbour, AL</td>\n",
+       "      <td>0.055688</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Bibb, AL</td>\n",
+       "      <td>0.551536</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Blount, AL</td>\n",
+       "      <td>0.809090</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>Bullock, AL</td>\n",
+       "      <td>-0.507431</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>Butler, AL</td>\n",
+       "      <td>0.134563</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>Calhoun, AL</td>\n",
+       "      <td>0.409974</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>Chambers, AL</td>\n",
+       "      <td>0.148129</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>Cherokee, AL</td>\n",
+       "      <td>0.690021</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>Chilton, AL</td>\n",
+       "      <td>0.662529</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>Choctaw, AL</td>\n",
+       "      <td>0.136725</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>Clarke, AL</td>\n",
+       "      <td>0.106745</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>Clay, AL</td>\n",
+       "      <td>0.605072</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>Cleburne, AL</td>\n",
+       "      <td>0.770514</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>Coffee, AL</td>\n",
+       "      <td>0.561179</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>Colbert, AL</td>\n",
+       "      <td>0.378647</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>Conecuh, AL</td>\n",
+       "      <td>0.051632</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>Coosa, AL</td>\n",
+       "      <td>0.304455</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>Covington, AL</td>\n",
+       "      <td>0.682560</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>Crenshaw, AL</td>\n",
+       "      <td>0.454603</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>Cullman, AL</td>\n",
+       "      <td>0.770760</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>Dale, AL</td>\n",
+       "      <td>0.501093</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>Dallas, AL</td>\n",
+       "      <td>-0.375000</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>DeKalb, AL</td>\n",
+       "      <td>0.688570</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>Elmore, AL</td>\n",
+       "      <td>0.515056</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>Escambia, AL</td>\n",
+       "      <td>0.359043</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>Etowah, AL</td>\n",
+       "      <td>0.496128</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>Fayette, AL</td>\n",
+       "      <td>0.648563</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>Franklin, AL</td>\n",
+       "      <td>0.603738</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3123</th>\n",
+       "      <td>Washburn, WI</td>\n",
+       "      <td>0.231745</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3124</th>\n",
+       "      <td>Washington, WI</td>\n",
+       "      <td>0.395805</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3125</th>\n",
+       "      <td>Waukesha, WI</td>\n",
+       "      <td>0.264895</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3126</th>\n",
+       "      <td>Waupaca, WI</td>\n",
+       "      <td>0.297764</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3127</th>\n",
+       "      <td>Waushara, WI</td>\n",
+       "      <td>0.323110</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3128</th>\n",
+       "      <td>Winnebago, WI</td>\n",
+       "      <td>0.073373</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3129</th>\n",
+       "      <td>Wood, WI</td>\n",
+       "      <td>0.192354</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3130</th>\n",
+       "      <td>Albany, WY</td>\n",
+       "      <td>0.041735</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3131</th>\n",
+       "      <td>Big Horn, WY</td>\n",
+       "      <td>0.651307</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3132</th>\n",
+       "      <td>Campbell, WY</td>\n",
+       "      <td>0.794219</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3133</th>\n",
+       "      <td>Carbon, WY</td>\n",
+       "      <td>0.491057</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3134</th>\n",
+       "      <td>Converse, WY</td>\n",
+       "      <td>0.729185</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3135</th>\n",
+       "      <td>Crook, WY</td>\n",
+       "      <td>0.803711</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3136</th>\n",
+       "      <td>Fremont, WY</td>\n",
+       "      <td>0.409270</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3137</th>\n",
+       "      <td>Goshen, WY</td>\n",
+       "      <td>0.602830</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3138</th>\n",
+       "      <td>Hot Springs, WY</td>\n",
+       "      <td>0.595128</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3139</th>\n",
+       "      <td>Johnson, WY</td>\n",
+       "      <td>0.642744</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3140</th>\n",
+       "      <td>Laramie, WY</td>\n",
+       "      <td>0.324001</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3141</th>\n",
+       "      <td>Lincoln, WY</td>\n",
+       "      <td>0.639324</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3142</th>\n",
+       "      <td>Natrona, WY</td>\n",
+       "      <td>0.509026</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3143</th>\n",
+       "      <td>Niobrara, WY</td>\n",
+       "      <td>0.761796</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3144</th>\n",
+       "      <td>Park, WY</td>\n",
+       "      <td>0.568400</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3145</th>\n",
+       "      <td>Platte, WY</td>\n",
+       "      <td>0.600132</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3146</th>\n",
+       "      <td>Sheridan, WY</td>\n",
+       "      <td>0.505789</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3147</th>\n",
+       "      <td>Sublette, WY</td>\n",
+       "      <td>0.629841</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3148</th>\n",
+       "      <td>Sweetwater, WY</td>\n",
+       "      <td>0.520899</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3149</th>\n",
+       "      <td>Teton, WY</td>\n",
+       "      <td>-0.268710</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3150</th>\n",
+       "      <td>Uinta, WY</td>\n",
+       "      <td>0.584652</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3151</th>\n",
+       "      <td>Washakie, WY</td>\n",
+       "      <td>0.623755</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3152</th>\n",
+       "      <td>Weston, WY</td>\n",
+       "      <td>0.775383</td>\n",
+       "      <td>Political</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>3153 rows × 3 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        County, State     Value       Type\n",
+       "0     Autauga, AL      0.489969  Political\n",
+       "1     Baldwin, AL      0.571601  Political\n",
+       "2     Barbour, AL      0.055688  Political\n",
+       "3     Bibb, AL         0.551536  Political\n",
+       "4     Blount, AL       0.809090  Political\n",
+       "5     Bullock, AL     -0.507431  Political\n",
+       "6     Butler, AL       0.134563  Political\n",
+       "7     Calhoun, AL      0.409974  Political\n",
+       "8     Chambers, AL     0.148129  Political\n",
+       "9     Cherokee, AL     0.690021  Political\n",
+       "10    Chilton, AL      0.662529  Political\n",
+       "11    Choctaw, AL      0.136725  Political\n",
+       "12    Clarke, AL       0.106745  Political\n",
+       "13    Clay, AL         0.605072  Political\n",
+       "14    Cleburne, AL     0.770514  Political\n",
+       "15    Coffee, AL       0.561179  Political\n",
+       "16    Colbert, AL      0.378647  Political\n",
+       "17    Conecuh, AL      0.051632  Political\n",
+       "18    Coosa, AL        0.304455  Political\n",
+       "19    Covington, AL    0.682560  Political\n",
+       "20    Crenshaw, AL     0.454603  Political\n",
+       "21    Cullman, AL      0.770760  Political\n",
+       "22    Dale, AL         0.501093  Political\n",
+       "23    Dallas, AL      -0.375000  Political\n",
+       "24    DeKalb, AL       0.688570  Political\n",
+       "25    Elmore, AL       0.515056  Political\n",
+       "26    Escambia, AL     0.359043  Political\n",
+       "27    Etowah, AL       0.496128  Political\n",
+       "28    Fayette, AL      0.648563  Political\n",
+       "29    Franklin, AL     0.603738  Political\n",
+       "...            ...          ...        ...\n",
+       "3123  Washburn, WI     0.231745  Political\n",
+       "3124  Washington, WI   0.395805  Political\n",
+       "3125  Waukesha, WI     0.264895  Political\n",
+       "3126  Waupaca, WI      0.297764  Political\n",
+       "3127  Waushara, WI     0.323110  Political\n",
+       "3128  Winnebago, WI    0.073373  Political\n",
+       "3129  Wood, WI         0.192354  Political\n",
+       "3130  Albany, WY       0.041735  Political\n",
+       "3131  Big Horn, WY     0.651307  Political\n",
+       "3132  Campbell, WY     0.794219  Political\n",
+       "3133  Carbon, WY       0.491057  Political\n",
+       "3134  Converse, WY     0.729185  Political\n",
+       "3135  Crook, WY        0.803711  Political\n",
+       "3136  Fremont, WY      0.409270  Political\n",
+       "3137  Goshen, WY       0.602830  Political\n",
+       "3138  Hot Springs, WY  0.595128  Political\n",
+       "3139  Johnson, WY      0.642744  Political\n",
+       "3140  Laramie, WY      0.324001  Political\n",
+       "3141  Lincoln, WY      0.639324  Political\n",
+       "3142  Natrona, WY      0.509026  Political\n",
+       "3143  Niobrara, WY     0.761796  Political\n",
+       "3144  Park, WY         0.568400  Political\n",
+       "3145  Platte, WY       0.600132  Political\n",
+       "3146  Sheridan, WY     0.505789  Political\n",
+       "3147  Sublette, WY     0.629841  Political\n",
+       "3148  Sweetwater, WY   0.520899  Political\n",
+       "3149  Teton, WY       -0.268710  Political\n",
+       "3150  Uinta, WY        0.584652  Political\n",
+       "3151  Washakie, WY     0.623755  Political\n",
+       "3152  Weston, WY       0.775383  Political\n",
+       "\n",
+       "[3153 rows x 3 columns]"
+      ]
+     },
+     "execution_count": 74,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df1[\"Type\"] = \"Temp\"\n",
+    "df2[\"Type\"] = \"Crime\" \n",
+    "df3[\"Type\"] = \"GradRate\"\n",
+    "df4[\"Type\"] = \"Political\"\n",
+    "df5[\"Type\"] = \"HousPrices\"\n",
+    "df4"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 79,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>County, State</th>\n",
+       "      <th>Type</th>\n",
+       "      <th>Value</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Autauga, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>66.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Baldwin, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>68.7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Barbour, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>66.8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Bibb, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>64.4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Blount, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>63.2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>Bullock, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>66.3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>Butler, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>66.8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>Calhoun, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>63.4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>Chambers, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>63.8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>Cherokee, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>62.7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>Chilton, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>64.4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>Choctaw, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>66.4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>Clarke, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>66.9</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>Clay, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>62.9</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>Cleburne, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>62.6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>Coffee, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>67.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>Colbert, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>62.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>Conecuh, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>67.9</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>Coosa, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>64.1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>Covington, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>67.7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>Crenshaw, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>66.4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>Cullman, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>62.7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>Dale, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>67.8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>Dallas, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>66.3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>DeKalb, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>61.1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>Elmore, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>65.8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>Escambia, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>68.3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>Etowah, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>63.2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>Fayette, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>63.6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>Franklin, AL</td>\n",
+       "      <td>Temp</td>\n",
+       "      <td>61.8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2259</th>\n",
+       "      <td>Kanawha, WV</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>139900.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2260</th>\n",
+       "      <td>Pendleton, WV</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>133950.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2261</th>\n",
+       "      <td>Hancock, WV</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>94500.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2262</th>\n",
+       "      <td>Hardy, WV</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>151950.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2263</th>\n",
+       "      <td>Preston, WV</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>160500.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2264</th>\n",
+       "      <td>Hampshire, WV</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>199000.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2265</th>\n",
+       "      <td>Nicholas, WV</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>135500.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2266</th>\n",
+       "      <td>Jefferson, WV</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>298500.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2267</th>\n",
+       "      <td>Upshur, WV</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>159000.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2268</th>\n",
+       "      <td>Uinta, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>199900.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2269</th>\n",
+       "      <td>Sublette, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>260000.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2270</th>\n",
+       "      <td>Crook, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>269900.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2271</th>\n",
+       "      <td>Carbon, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>175900.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2272</th>\n",
+       "      <td>Lincoln, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>360000.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2273</th>\n",
+       "      <td>Fremont, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>225450.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2274</th>\n",
+       "      <td>Weston, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>182450.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2275</th>\n",
+       "      <td>Washakie, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>154900.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2276</th>\n",
+       "      <td>Goshen, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>161750.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2277</th>\n",
+       "      <td>Natrona, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>216900.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2278</th>\n",
+       "      <td>Johnson, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>248000.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2279</th>\n",
+       "      <td>Sweetwater, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>235000.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2280</th>\n",
+       "      <td>Park, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>350000.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2281</th>\n",
+       "      <td>Teton, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>1662500.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2282</th>\n",
+       "      <td>Converse, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>229925.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2283</th>\n",
+       "      <td>Albany, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>265000.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2284</th>\n",
+       "      <td>Campbell, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>229000.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2285</th>\n",
+       "      <td>Platte, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>190000.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2286</th>\n",
+       "      <td>Hot Springs, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>161250.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2287</th>\n",
+       "      <td>Sheridan, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>275000.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2288</th>\n",
+       "      <td>Laramie, WY</td>\n",
+       "      <td>HousPrices</td>\n",
+       "      <td>296450.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>14856 rows × 3 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        County, State        Type      Value\n",
+       "0     Autauga, AL      Temp        66.0     \n",
+       "1     Baldwin, AL      Temp        68.7     \n",
+       "2     Barbour, AL      Temp        66.8     \n",
+       "3     Bibb, AL         Temp        64.4     \n",
+       "4     Blount, AL       Temp        63.2     \n",
+       "5     Bullock, AL      Temp        66.3     \n",
+       "6     Butler, AL       Temp        66.8     \n",
+       "7     Calhoun, AL      Temp        63.4     \n",
+       "8     Chambers, AL     Temp        63.8     \n",
+       "9     Cherokee, AL     Temp        62.7     \n",
+       "10    Chilton, AL      Temp        64.4     \n",
+       "11    Choctaw, AL      Temp        66.4     \n",
+       "12    Clarke, AL       Temp        66.9     \n",
+       "13    Clay, AL         Temp        62.9     \n",
+       "14    Cleburne, AL     Temp        62.6     \n",
+       "15    Coffee, AL       Temp        67.5     \n",
+       "16    Colbert, AL      Temp        62.0     \n",
+       "17    Conecuh, AL      Temp        67.9     \n",
+       "18    Coosa, AL        Temp        64.1     \n",
+       "19    Covington, AL    Temp        67.7     \n",
+       "20    Crenshaw, AL     Temp        66.4     \n",
+       "21    Cullman, AL      Temp        62.7     \n",
+       "22    Dale, AL         Temp        67.8     \n",
+       "23    Dallas, AL       Temp        66.3     \n",
+       "24    DeKalb, AL       Temp        61.1     \n",
+       "25    Elmore, AL       Temp        65.8     \n",
+       "26    Escambia, AL     Temp        68.3     \n",
+       "27    Etowah, AL       Temp        63.2     \n",
+       "28    Fayette, AL      Temp        63.6     \n",
+       "29    Franklin, AL     Temp        61.8     \n",
+       "...            ...      ...         ...     \n",
+       "2259  Kanawha, WV      HousPrices  139900.0 \n",
+       "2260  Pendleton, WV    HousPrices  133950.0 \n",
+       "2261  Hancock, WV      HousPrices  94500.0  \n",
+       "2262  Hardy, WV        HousPrices  151950.0 \n",
+       "2263  Preston, WV      HousPrices  160500.0 \n",
+       "2264  Hampshire, WV    HousPrices  199000.0 \n",
+       "2265  Nicholas, WV     HousPrices  135500.0 \n",
+       "2266  Jefferson, WV    HousPrices  298500.0 \n",
+       "2267  Upshur, WV       HousPrices  159000.0 \n",
+       "2268  Uinta, WY        HousPrices  199900.0 \n",
+       "2269  Sublette, WY     HousPrices  260000.0 \n",
+       "2270  Crook, WY        HousPrices  269900.0 \n",
+       "2271  Carbon, WY       HousPrices  175900.0 \n",
+       "2272  Lincoln, WY      HousPrices  360000.0 \n",
+       "2273  Fremont, WY      HousPrices  225450.0 \n",
+       "2274  Weston, WY       HousPrices  182450.0 \n",
+       "2275  Washakie, WY     HousPrices  154900.0 \n",
+       "2276  Goshen, WY       HousPrices  161750.0 \n",
+       "2277  Natrona, WY      HousPrices  216900.0 \n",
+       "2278  Johnson, WY      HousPrices  248000.0 \n",
+       "2279  Sweetwater, WY   HousPrices  235000.0 \n",
+       "2280  Park, WY         HousPrices  350000.0 \n",
+       "2281  Teton, WY        HousPrices  1662500.0\n",
+       "2282  Converse, WY     HousPrices  229925.0 \n",
+       "2283  Albany, WY       HousPrices  265000.0 \n",
+       "2284  Campbell, WY     HousPrices  229000.0 \n",
+       "2285  Platte, WY       HousPrices  190000.0 \n",
+       "2286  Hot Springs, WY  HousPrices  161250.0 \n",
+       "2287  Sheridan, WY     HousPrices  275000.0 \n",
+       "2288  Laramie, WY      HousPrices  296450.0 \n",
+       "\n",
+       "[14856 rows x 3 columns]"
+      ]
+     },
+     "execution_count": 79,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "temp = [df1,df2,df3,df4,df5]\n",
+    "findata = pd.concat(temp, sort = True)\n",
+    "findata"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 77,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "findata.to_csv(\"findata.csv\", index = False)"
+   ]
+  },
+  {
+   "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": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}