From b2261896342b3c7315f493a420692fa66dd8a46d Mon Sep 17 00:00:00 2001 From: Ricardo Garcia Silva Date: Thu, 6 Jun 2024 16:10:12 +0100 Subject: [PATCH] Modify decade grouping --- arpav_ppcv/operations.py | 18 +++- tests/notebooks/observation-time-series.ipynb | 46 ++++------ .../notebooks/timeseries-smoothing-demo.ipynb | 92 ++++++++++++++++--- 3 files changed, 110 insertions(+), 46 deletions(-) diff --git a/arpav_ppcv/operations.py b/arpav_ppcv/operations.py index bb9c1b43..4829735d 100644 --- a/arpav_ppcv/operations.py +++ b/arpav_ppcv/operations.py @@ -70,13 +70,21 @@ def get_observation_time_series( info = {} if include_decade_data: - decade_df = df.groupby((df.index.year // 10) * 10).mean() - decade_df = decade_df.drop(columns=[base_name]) + # group values by climatological decade, which starts at year 1 and ends at year 10 + decade_grouper = df.groupby(((df.index.year - 1) // 10) * 10) + + mean_column_name = f"{base_name}__DECADE_MEAN" + decade_df = decade_grouper.agg( + num_values=(unsmoothed_col_name, "size"), + **{mean_column_name: (unsmoothed_col_name, "mean")}, + ) + + # discard decades where there are less than 7 years + decade_df = decade_df[decade_df.num_values >= 7] + + decade_df = decade_df.drop(columns=["num_values"]) decade_df["time"] = pd.to_datetime(decade_df.index.astype(str), utc=True) decade_df.set_index("time", inplace=True) - decade_df = decade_df.rename( - columns={unsmoothed_col_name: f"{base_name}__DECADE_MEAN"} - ) else: decade_df = None diff --git a/tests/notebooks/observation-time-series.ipynb b/tests/notebooks/observation-time-series.ipynb index e4f8a6a7..293cbd85 100644 --- a/tests/notebooks/observation-time-series.ipynb +++ b/tests/notebooks/observation-time-series.ipynb @@ -31,12 +31,12 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 2, "id": "233ab640-9ac4-4fe0-b4b3-31e177cb67b1", "metadata": {}, "outputs": [], "source": [ - "df, decade_df, mk_df = operations.get_observation_time_series(\n", + "df, decade_df, mk_df, info = operations.get_observation_time_series(\n", " session,\n", " variable,\n", " station,\n", @@ -50,7 +50,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "id": "65b0cbc2-58be-4001-9653-bd0386ae2283", "metadata": {}, "outputs": [ @@ -322,7 +322,7 @@ "2024-01-01 00:00:00+00:00 2.416 NaN" ] }, - "execution_count": 4, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -333,7 +333,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 4, "id": "574e423c-35f1-4c1f-a1eb-5295c8b187df", "metadata": {}, "outputs": [ @@ -367,40 +367,30 @@ " \n", " \n", " \n", - " 1980\n", - " 0.845667\n", - " \n", - " \n", - " 1990\n", - " 1.246000\n", - " \n", - " \n", - " 2000\n", - " 0.847400\n", + " 1990-01-01 00:00:00+00:00\n", + " 1.0870\n", " \n", " \n", - " 2010\n", - " 1.280200\n", + " 2000-01-01 00:00:00+00:00\n", + " 0.8325\n", " \n", " \n", - " 2020\n", - " 1.941400\n", + " 2010-01-01 00:00:00+00:00\n", + " 1.6243\n", " \n", " \n", "\n", "" ], "text/plain": [ - " TDd__DECADE_MEAN\n", - "time \n", - "1980 0.845667\n", - "1990 1.246000\n", - "2000 0.847400\n", - "2010 1.280200\n", - "2020 1.941400" + " TDd__DECADE_MEAN\n", + "time \n", + "1990-01-01 00:00:00+00:00 1.0870\n", + "2000-01-01 00:00:00+00:00 0.8325\n", + "2010-01-01 00:00:00+00:00 1.6243" ] }, - "execution_count": 24, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -621,7 +611,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.8" + "version": "3.10.14" } }, "nbformat": 4, diff --git a/tests/notebooks/timeseries-smoothing-demo.ipynb b/tests/notebooks/timeseries-smoothing-demo.ipynb index 205490c8..0fa2eec5 100644 --- a/tests/notebooks/timeseries-smoothing-demo.ipynb +++ b/tests/notebooks/timeseries-smoothing-demo.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 1, "id": "79050d6c-1899-47b9-8d8e-d6f28bdcdb58", "metadata": {}, "outputs": [], @@ -23,7 +23,7 @@ "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "\n", - "coverage_identifier = \"tas_absolute_value_ensemble-rcp26-DJF\"\n", + "coverage_identifier = \"tas_seasonal_absolute_model_ensemble-rcp26-DJF\"\n", "point_coords = \"POINT(11.5469 44.9524)\"\n", "date_range = \"../..\"\n", "api_url = f\"http://webapp:5001/api/v2/coverages/time-series/{coverage_identifier}\"\n", @@ -38,7 +38,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "8193b289-2196-4162-a756-cbfbec7a395d", "metadata": {}, "outputs": [], @@ -53,9 +53,10 @@ " \"coverage_data_smoothing\": [\n", " \"NO_SMOOTHING\",\n", " \"MOVING_AVERAGE_11_YEARS\",\n", + " \"LOESS_SMOOTHING\",\n", " ],\n", " \"include_coverage_uncertainty\": False,\n", - " \"include_coverage_related_data\": True,\n", + " \"include_coverage_related_data\": False,\n", " }\n", ")\n", "try:\n", @@ -81,35 +82,35 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 3, "id": "9b1ddd10-6e0e-478f-babe-464e16dc07d3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 31, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "25f394df128b4832a4730c04c5dd17ab", + "model_id": "690afa2ce2f04b6b964411348f300082", "version_major": 2, "version_minor": 0 }, - "image/png": 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", + "image/png": 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iAPjBqkwK9UYuHhlLanj32Ps3pW84kTotfSNd9871jfQjOkBLXNCpU2exJxMBoCAIwknU3vZku/P0mG12BkTrUCs9v127V7gfaqUcL5Xnx9KahuLPjRtmNBR/bsh5PJUyVH/ZWcDufD2hfhryqwz0CvMlJtCzAdaFw2PdXh4f7MPaB08/yaMROqt7/yULgiD8y7S3PdnZ767lvP+to7LefBJH51BrslJcbaTGaHFe9ta8Ifxy23iGJ3i+N3FrGoo/K44GeQqZjGfP6c+Zr68i5ZElVNSd/NfzeFw4IpabJyXz0/Z8rv5kMysOlHp6SMK/hJgBFARBOIkSQ3yQyXBZpnTXniwuyBu7JDVbzjwZFm3L4/Gf9zBzQATvXjrs5A+gEwr1BvYVVtM30p+LRsQxMTWUI2X1JIR4O9qX/boXm12izmQj2PN5FO12+dGyNXZJQqWUodOqPDwiMFpsaJTyVmdSRS3A7k8EgIIgCCdRpE7LZaPi+WJDNtByL9UV903ywOgcbHYJhVyGWnFqLBI1zvqVAc+d059LRsW7vKZL7pyAVq04ZTtVPDSjr6eH4DTuhb+pqDez7K6JzfYlrj5UytO/7iXIR8UbFw857n2Xe8r3kBaUJoLJE0AEgIIgCCfZI7P6MndwFAVVBkYkBp205IRCvYGssjoS22iJdvW4RK4el4i90Vr1G8sPsvpQGdeOT2TmgMiTMdx2abqnUgIe+ymdyX3CXJ5jQkj3arfXXtVGCyq5Y+9ldwmC6sxWJAm0bmpCrjlUxqGSWsARKM4/d0CnEpyqjFW8suUVfs74mefHP8+c5DnHPW7BlQgABUEQTjIvleKk76VrWhuvPSdmufxYwJFVVsfW7Epm9I840UPtEPd7Kjlls36bGv/C31Qbrfx172luSwZ5wtZHz6DebGtWDqhQb+CD1ZnOn1tKcGqNJEn8lvkbL29+mUpTJTJkZOmzunT8goMIAAVBELqhR37cTaHeyMMz+5ISdnwn/vZmHrfmqrEJzOgfSd/I7lGKpEFrWb+N/bGniMyyOib3DqN3RPd6Dq0x2+wA/L6rkFWHSpnUO8zjfY19NEp8NM3Dh9YSnNrzPsupzuHZDc+yvnA9ACkBKTwx5gkGhw3uimELTYgAUBAE4STbml3Jrrwq+kXpGJnofiZwXUY5WWV1zerxdUZHT8y/7SpgU1YFk3qHcnqfcACXgr/dSUPW78OL0rFJUot7KhduymHFgVKCfNSnVAC464kzMdvsfLE+m81HKontxjX22huMN2WxWfhkzye8t/M9zHYzarmamwffzJX9rkQl93zSy7+VCAAFoQu1d4+V0LOt2F/C2ysOc9XYhBYDwHvOSMVgtrV58myPjp6YN2VV8Pn6bAK0KmcA2J1Z7RKXjY6jb6Q/p/V2P6s5LiWEIB8NsR6uoddRaqUctVLOtH7hxAd7e7zIcmmNic/WHSHIR8014xNdrmsIxhtvNXAXjDe2pWgLz2x4hky9Y+l4dORoHhv9GHH+3acw+r+VCAAFoYt0Zo+V0DOlRvgxe2Ak/aN1LR4zZ1BUlz1epE7LHaf34o2/DgFtn5gn9w4jQKtidFKw87L8KgO5FfWE+mm6zV60Bou25bM1u5LXLxrU4nO6bkLSSR5V10oO9e0Wr3uR3sjbKw4TqfNqFgCCo6PN1xtz2Jmn55mz+7f4GVhlrOLVra/y0+GfAAjyCuKBEQ8wI3FGt0l2+bcTAaAgdIGu2GMl9BxnDYrirC4M8NrjklFxzgDwpfMHcv4w990cACb3CWNynzCXy77fkssbyw9x6ag4njtnwAkda0ddNCKWlFBfhnbTZerOqjdbeWP5IdQKOfdOS+0WgVGAt4qrxibgrW6eAdxgZGIQ/loVicHNM68lSeKXjF94dcurVJoqAbgg9QLuHHonOk3LX4iEricCQEHoAse7+VkQmsqtqKfGaCU6QIvO+/j3QYX5ezEiIZCduXr8vDp+fyG+GpJDfQjuhnX0Lhwe22J7slNZrdHK+6sykcvg+olJHCyuQSmXeXQ/ZmyQN0+e1a/VYx6Zleb28ix9Fs9ueJZNRZsAkeThaSIAFIQukBjigwxHDbIG7dn8LAgteeCHXazLKOe/Fw9m7uDoLrnP724c065ZpBqjBQnwVilQHi0GfdnoeC472pXiVPTFhmxeXrqf6f0jeOn8QZ4eTrtoVApumJiEzS6xM7eKKz7eRN9If5bcOcHTQ+sQk83ER7s/4sPdH2KxW/BSeHHjoBtFkoeHiQBQELpApE7LmORg1mWUAy13dxAEgJu+2MrWnEqemduP6f3dF1UO9FYT4qtB1UXdOA4V16DzVhHqq2kzCLzt6+2sPFjKKxcM4vxhMV3y+CfK4ZJadFoVoX5tz0xWG61UG6wnYVQd5y6BTKdV8fBMRweQnblVJIb4EB3g5clhYrNLyGW0ezl6Y+FGntnwDNnVjs43E6In8PCoh4nx697vq55ABICC0EVmDohkXUY5IxICeXPe8bdAEv69yutMlNaYWu3z+86lQ7v0Ma//fAtHyuv55obRLskd7liO1p5TKTy/56wtD/+4m01ZFW3OlM4eEMmYpGACu2A5vau1J4FsUGyAR9sDNvhs3RGeXbyX84bG8PIF7mdSv9iQzcfrdqGLWUqGYRUAYdowHhj5AGfEn9Et9jIKIgAUhC4T6qchLdKfgTEBIvgTWvXGxUPQ11uIDjg57xOpUaT5wapMjBYbk3qHtXj8l9eOwmyzo2jUCWRjZjlvrzhMargfj812v8fLE0xWOzIZbdb2C/RRE9ikc0V30FoCWbifFzZJQimXdZugqc5kxS6BsoUvB3bJzsbS3ykN+IQygwEZMi7uczG3D7kdP/WpU3+xJxABoCB0kTP7RXBmv+7VJkvonqIDtCct+APHct0/90/mnm93sGh7PkPiAloNAOVyGV5y1yzPynoLqw+VYTDbTvRwO+TnW8dRZ7Li5aYv7amgtQSyvEoDFyxYT1KID393g9k/cCSjXDgiFqW8eQCYpc/iqfVPsbViKzIFJPmn8tyEp+gf0t8DIxXaIgJAQegi//m/nRwsruWB6X0Yk9z6EpsgtOXrjTmszShjzsAopndR/90ZAyKJC/ZmZGLH358DY3S8duGgdu21O9nctSVrqrLOzOLdhchkcOmo7pPM0lqR7szSOgBUCjnVRgt3LNyOwWzjmxtGe2xG0EulaBZsN+3koVVquXXwrVza91KUchFmdFfiNyMIXeRAUQ078/TUmbrnJnOh+/hmUw5yuYwZ/SNaLMmyO7+KxbsK6RvhB3RNAHhGWjhnpLXd2eOdFYepNlq4fHQ8MUc7Z0QFaDl36Km7cb+s1sSjP6UT4K3qVgFgpE7Lk3P68eSve7BLrglkob4adj4+DZskIZfJ+OdAKeBY9u4uM56bizbz3IbnyNBnADAuahyPjXmMaN+uyVwXThwRAApCF7loRBw783bz/upMprbjJCv0XE/8sgeT1c7Y5OAWA8DZA6PoHe7XJTXfPlt3hM1HKjhnSDRT+rb93vx6Yw75VQZm9I90BoDd0X3f78RosXHb6Sn0ifBv9dhAHzXT0sIJ6IZJIEarDbsEE1JCeOmCgc49xEqFHJ23IwvcZpd4+fyBaNUKl72ZJ9uvOwsoqDIwJEHJz7nv80vGL4Cjk8f9I+5nVuIs9AYLf+wpQqmQnRKtBHsqEQAKQhdJi3KcgPIrDR4eiQDdty+zJElM6RtGvdmGn6blYGRcSgjjUkK65DE3ZJazJL2IgTE6hicEIZfRajHoS0bFUVlnJtz/2HKv0WLjUHEtdkliUGxAl4zreEiSxB97iqg2Wrl5UnKbx4f4anj/iuEnYWQdV390X2VCK+9VhVzGBd2g2PV3W3PYULKEgNw/MNpqkSHjgtQLuGPoHc5OHhmlddzwxVZig7QiAOzGRAAoCF0kMdiHdy4Zip+X+LPytO7cl1kmk/HupcNO6mNeMSaBYfGB7CusYdBTf3DukGheu2hwi8ffOjml2WXZ5fXMeXsNwT5qtj52xgkcbfvkVxm4dXIKVQYzvcJO7ezSO6f0Yml6EX/tK+bOqb0IOdptJT1fz/J9xaSE+TJ74MltHehORlUGJT6v4xW5F6MN+gb15dHRjzIwdKDLccE+aobEBRDVjb54Cc2JM5UgdJGdeVUEeqsYGv/v6kfanbRnVu/f0pdZb7BQVW/GW6087sSLMcnBjEkO5vP1R/hhWx4mq73D96FVKYjUeRHo7flSKk0D/IRgn24T4HeGTCYjp6KeerONOpPVGQDuytPzxvJDnJEWzuyBURwoqqHWZKF3hD++7Uh86SpGq5H3d73PJ3s+wWq3olVquX3I7czrM89tkkdCiA8/3jLupI1P6BwRAApCF7n+8y2YrHbWPDC5W++bOlW1d1bv39KX+bN1R3jtz4NcMiqO588Z0CX3OW9kHPNGxrkt4dGY0WJDpZC77DWLC/Zm/UNTumQcx+N4AvzZb60mt8LA9zeNITW8e80afnDFcJRyGeH+xzp9JIf6cOmoOPpEOraXXPf5ZnIrDCy6ZSxDT1I/4HUF63h2w7Pk1uQCMClmEg+PephIX/cdbIRThwgABaELSJJESpgvewqq2Z5TRZROi9yDG7X/bTpy0u/ufZkPl9Ry6YcbiNRp+enWlmdJvFRyfNSKNoO1tpTXmjhSXk9CsDfBvm3PJNrsEn0eWwrAtsfOIKibFU8+ngC/2mBFb7BQY+xemfqfrM2iSG/knKHRLtm9o5KCGdWoa0t0gBYZMhq/I07UXtdyQzkvb3mZxZmLAQjzDuOhkQ8xJW5KtylKLRwfEQAKQheQyWR8e+MY+j+xjNsXbmdq33C0as+XaTiek0N3SqLoyEk/UqdlYIyOnXl6oPv1Za41WSmuNqGUt97j94aJydwwse3khrasPlTGXd/uYGRiEN/dOKbN4xvawAGolV3Th7grtVY3ry0fXDEchZxuN0P/y84CtudUMSw+sNVs5m9ucP39nYi9rnbJzg+HfuD1ra9TY65BhoxL+l7CbYNvw1fty6Cn/gBg8R3jW30dL1ywnsp6M19dN4owf8/2LxbcEwGgIHQRL6Wc+GBvvJQKLHY7WjwbAB7PyaG7JVF0dFbPW+34aLttcjKXjo7vNsEfQO9wP367fXyrfYC7ktUuEanzIjHYh4zSWr7dnEuIr7rF4FKjlJP+1JlYrHZ8Gn2Jsdklbv1qG2abnbfmDWlX8eUTIVKnZf65A3jwh91ION6f7Q3w22oX5ynnDo1BIZNxqKSW/tEGotrRJeZE7HU9VHmIp9c/zY7SHYAjyePxMY87O3nY7RJ6gwWgzTqEB0tqqKq3UG20iACwm5JJ0sn6GPr3qa6uRqfTodfr8fdvvQaVIJxMhXoD4174u9ksyZoHJ7d5cjie255I327O4eFF6dgkyTmr11JQunxvMTkV9UzuE0ZiiM9JHmn3JEkS6zLKufTDjfSJ8GPpXRM7fPvEh34HYPMjUz3eEaRQb+BIWT0JId7dKsDvrHnvb2B9Zjn/vXgwcwc7iii/sGQ/H6/J4toJiTwwvY/L8esyyrjkg43N7mfh9aM73InIYDXw/q73+TT9U6ySI8njtsG3cUnfS1ySPCRJorjaRJ3ZSkKwT6v1CFcfKkUhlzE4NsD5haw7EedvMQMoCF0iv8rAHQu3E+Sj5oNuUGvsePZJddckij/3FhPqp+HKsfGcPSS61bGM7xXC4ZJa52zFqWhrdgXfbMqlV7hvlywFy2QyYgK13DAxySXRoCO3f+6c/qgUcnw0nt/eEKnTdvj9uPlIBYeKaxkYo6N/tO4Ejaxz+kT6YbHZ8dceq89ostowN1qSf39VBhszK7hkVBxpUf6dXgpvbG3+Wp7d8Cx5tXkATI6dzMOjHibCp3n3GZlMRoSufe+dCb1COzQO4eQTAaAgdAF9vYWt2ZXO8g2edjz7pBJDfJDJcFmi7A5JFIV6I0XVRvpE+rcriJ391hpCfNVsedTzNesaO1xSy47cKuKDvRmRENTicbkVBr7fmsf4lJAuCQAB4oN9eHhm31aPKa818cnaI/h5KbnxNNfH7U4t1Drju825fL81j/vP7N1tAkBJkqg2Wnl0VlqzGbV7zkjl+glJeB9dik/Pr+av/SWMSQ5mSt9wx1L4ot1IUseWwgFK60t5efPLLDmyBIBw73AeGuVI8hB6hu63w/ckevLJJ5HJZC7/+vTp0/YNBaGJ6EAtCy4bhtlq45IPNnC4pNaj44nUaXlsdprz546cHCJ1Wl44dwAN56KOnlhOlEdnpRHgreLtvw+3eWyR3gjQbQLyxtZnlHHf9zv5eE1Wq8elRflz/5m9uWhE57s/GC02zn5nLXcs3I7JamvXbcpqzby94jDvr8rs9OOeaJIkceGC9Vz58SYq68ztvt2AGB1npIWTENx9tgXUm20MeuoPkh/+HYPZ9Xfk56UiKkBLwNHaixeNiOXF8wYwMTX06M9x/HTLWOaNiOW2ySnt2qdrs9v4at9XnPXTWSw5sgS5TM5lfS/j57N/bjP4K6k28v6qDBZty2vzcfYU6PlzbzG5FfVtHit4Ro+fAezXrx/Lly93/qxU9viXROgEnVbF9P4RvLBkH+syyqmsb/9J6URpOEloVXL+vm9ShwK4i0bEsSmrgh+25TNvVFy3KLIbF+xNVb2F3fn6Vo+TJIlrPtsMwOfXjjwZQ+uQcH8vJqaG0i+q9X1HqeF+x12rbmt2JTtyqzhUUoNa4fi+b7HZMVntLRYS9tcquXJMPF5ustizy+uoM9mID/b2WBIIgMlqZ9ORCgCUivaXJLliTAJXjEk4QaPqnFqToySNQi7DS9X6nIy71oAymYyFm3OJ8Pfinmm9W739nrI9PL3hafaW7wWgf3B/HhvzGGnBaa3ersGR8nqe/30/SSE+nDs0ptVj3/zrEMv2FPPs2f25bPSpPXP8b9Xjox2lUklERPO9DoLQGQ/N7IvRYusWiQdB3mrmnzvgaBZox2fvBscFsvlIJeF+3SODL9hHzcvnD8Rfq0KSpBZrkRktdoJ9NNSZrF3eLaErSuNM6xfBtH4n/jOnIZMboN5k47stuZyWGsbo+X+hUsg49NxMt7eL1Gl5am5/t9dd/clmMsvq+O7GMYxMbHn5+kSTy2S8d/kwaoxWfLphgkFHhPt7ceDZ6Xy4Oou576xlRv9IZ2/jpemF5FYYmJAa4rY8jN0uEeqn4dyh0US2sjevxlzDW9vf4pv93yAh4afy486hd3J+6vko5O3fzxngreLcIdEE+7ZdGzIp1JdBsSZ02pZ7TguedWr/5XSBQ4cOERUVhZeXF2PGjGH+/PnExXl+tkM4tZTWmMgsrSU51IeUbtKXNNBHzbyRnXsv/7KzgD/2FHHl2ASuHZ/YxSPrOIvNzqJt+fh6KZnSJ6zVQrRatYItj07t8jGc7NI4ZqudKoMZJDpcRqNpiRAJR4mQxXeMB8Bik7DZpVazON0J9lVT3Q2KKKuVcs48CUH0yaJRKrDZJXbl6V1mhr/fksdf+0t4wWsAfSL8qao3U1RtxEetJDbImyPldZz+6kqiA7SsffD0ZvcrSRLLspfx0qaXKDWUAjAraRb3Db+PEG3z2cS2pIb7tdpDurGmWctC99OjA8BRo0bx6aef0rt3bwoLC3nqqaeYMGEC6enp+Pk1P4mbTCZMJpPz5+rq6pM5XKEbW3O4lLu/3cn4lBC+vG6Up4fj9N7KDD5YnckFw2M79IGcVVrH6kNl3aZgbo3RysM/OmazZj3vfuaqqQd/2EWB3sgzc/sRf5x7vjzRX3h7TiUXvb+B5FAf/rp3Uodu21Imd0WdmZ2PT0OjktNS7NdQGcxdkP39TWM7NI7u5s+9xTz16x4GxQbwziVDPT0cF7MHRtI/2p/YRn9zY5KD8deqnCsK32zO5YUl+zlvaAyvXjiIslrHVhOVm2XwnOocntv4HOsK1gEQ7x/Po6MfZXTkaOcx3anYu3Dy9egAcMaMGc7/HzhwIKNGjSI+Pp7vvvuOa6+9ttnx8+fP56mnnjqZQxROEVqVgqRQH2x2ie05lcQEenu8TlqR3sj+ohrKas0d2igPML1/BLFBWuKDu0cAKEkSZ6SFs6+wms1HKugT4efcGN+SdRnl5FTUU1ZrOu4AsCtL48z/fR/L9xVz42nJXDi85QQP5dE9e50p1NpSFnhiqA8679aX5P7cW8yNX25lREL7Ood4QlmticMltYT6aUgO9W337Wx2O3mVhk6VwTlR9hTo+WVnAb3C/Dh/mOu+uusmJLn87O+lIsRX7cwKHh4fyPbHzqDWZHV2cLFj4ePdH/Ph7g8x282o5WquG3Ad1wy4Bo3i2GdSdyv2Lpx8PToLuKmAgABSU1M5fNh9luFDDz2EXq93/svNzT3JIxS6q+n9I/n73kn4aJSc8+46lu8r9vSQ+GRdFj9uz2dcSjD3trE5vKneEX6cOzSGlQfLmP7GKpamF56gUbZPsK+GD64Yjk6r4uL3N7Ajt6rFY/cXVXP7wu0o5TJeuWAQcUHHvx+zIaBqTC6jU6Vx8qsMZJTWUWdqfSl1aFwAWfNn8ncHZ//gWLeMhiHLOpDJbbbZT1qXks5an1HOxe9v4OGjexzba3RSMD/eMpZXLxh0gkbWcfsKa3hvZSa/7ixo89hLRsWx5dEzeOZsxx5NuVxGoI+ap37dQ69HlvDmut849+dzeXfnu5jtZsZGjWXR3EXcPPhml+DP3Yz2E4t2ULP0GTj0Z4uP/97KDAY//QfP/76vzbEuTS/inHfXMr8dxwqe0aNnAJuqra0lIyODyy+/3O31Go0Gjab7lZUQuo9wfw0xgVo03aCHqkImQ6dVMTY5pNOzkUV6A/uLathXWMP0/pFdPMKOiwvyxmCxIW9lD2BehYFfdxYwKEbXbEalsxoCqgd+OBZwxARqiejETNK903pz+eh44tqYXW1tn2N7XDQijq3Zlaw8WMpNpyU5Z3f+908GNUYL101IIsin+SzqGWnhbHpkCjKaP/6HqzPZnlvFvBFxjO/V8T1kbWnvkqRKIScp1IfYoI4F4AHeaobEtZ3AcDKlhPly3fhEAn3UrD5UilohZ1RSxzp5SIoqvKK/5NPMdABCtaH8Z+R/ODP+TLfvI3cz2jcrFuG34UfYrIbrlkNk8yC52mihqt6C2Wpvdl1TeoOZ7TlVBLUxUy94To9uBXffffcxZ84c4uPjKSgo4IknnmDHjh3s3buX0NC2q5iLVjLCqaC1jNmWHC6pwWC2U1lvxmq30z9Kd8r088wur2P5vhICvVVtlqroqPUZZfy9v4QPVjtq+C29a4Lb7MzubMjTf1BZb+HPuyfSq4NlZm7+citL0ot4Zm4/Lu/icio9fUly5cFSrvx4E30j/Vly5wQA5ry1htzKej68YjjD3RQNX7Q9m99zvmN79XeY7UYUMgWX9L2EWwbdgq+65aXxpu0e02RH+Fn9GCrZ0TqEgYlw4yrwcn1vV9WbKas14aNRtjmbnFdZz96CaiJ1WgbEdI+i242J83cPnwHMy8tj3rx5lJeXExoayvjx49mwYUO7gj/h5OvOG5a/2pjN0vQi5gyKanVf18lWUmPknwOlaJRyZ3/R9nj+9/38vb+EF8/rHifh33cX8vzv+5jQK5T55w5o9dj4YB+uHZ9IaY2JPQV6Qnw1Xbbna0xyCGOSQ0iL8qd/lK7DAVRHVNWbeWP5IQCePKtfl93vxSPjMFns+Hl1vDzHBcNjGJUY5DYYOR5dkmRzZC2UH4Ihl0MLpU2MFht/7C3GYLae9Pd1W59fQd5q+kT4kdSohJTe4Jhxa/j+drC4hrf+Pkyor4apw6qYv+sJjBQBMCRsCI+MeoTeQW1v92iY0X54UToyycLLqvccwV+vM6FkL1Rmwa93wPmfQKMvjwHe6jb33jaICfTuNklkgns9OgD85ptvPD0EoZ26++zAoeJaVh8qY1BMgKeH4iK7vJ7//N8uEoK9OxQABmhVRPh7dZsaXuW1JvIqDVR1oMD2a38eZOGmHO45I5U7pvTq0vGcM8Qxs+hyUlcZ4ItzILwfzPkvKNy/dn/vL8ZslRiVGESgmyXYBgaLjU/XHUGlkHVpANhWNvi2nErWZ5STFunP5D5hLted3ie8y8bR2HEn2eRuhs/ngt0CRekw82WXwKWB0WLjjoXbATh3aAwqRfOtGifii2Zrn19Giw2VQs6AGB1L75rocruFN4zGYLYSHeAIpCrrzPy2Zw9Bccv4/s8dAKjx54o+t3L7yIuRy9p4PrYi2PAuJE3momFnMjE1FMvfLxG3Mxu0gTD3bajMhk+mw54fIWE8jLgOLEbQ54KXDnzDmj3GidKdv/T/G/ToAFA4NXiiBEdHnTs0mgHROg4U13DdZ1uY3CfU431T7/xmO/mVBvpH+zOwg4Fp41pfO3KrOFBUzel9wj2W2TxzQCT9o3WsOljGVZ9sYnRSMDed5r4/blmtCYPZhlalIMxPg7qL9mNuza7gSFk9g2IDSAnzbXZSXzRoC4MLd0DhDjDVwPkfuw0Cn/p1L9nl9fxw8xiG+bQ8k+bnpeK2ySlug5T2uvOb7dQYrTw6qy9J7cyW3ZBZzsvLDnD+sJhmAeCJ0tHe1a//eZAduVVcOTae02MV8P2VjuAPYPMH4BMKkx5odjsfjZIxScH4aBRYbRKqJhOFJ+KLZlufXw/+sIufdhTwxJw0rh7nWnMzOuDY55vRamR16dfoUj/FLJlRyBTM6zOPmwffTG29igUrM1Er5C6Zw02fz6q4D4gpXgGb3seqSyCw/4Vodr/lGOfYp4j0DXMEeGc8DcsehiUPwqpXocaRoGKXKdjV6zaCpv2HuJDW308Gs40duVVY7XYm9Or4qlp3/9L/b+D5neqC0IbWZge6i4ExAZw3LAZvtYLl+4rZW+DZGpF2u8SvOwvYkl3JR1eO4PlzWl82bc3Di3bzwA+72Z5T2YUj7JhgXw1D4gLx81Lyz4FS0ltpB/e/fzKY8NIKVEoZmx6Z2mKg2FE/bS/g3u938uP2vOaFliU7gfu+Onbwvl/gh+vA1jzTd0C0jmHxgW0upflqlNx3Zm/unNr52cu1h8v5e38JRovrpn1JkrA3/aM6qk+EHxcMi2Gkm2VevcFCdnkdZbUmN7fsvIYlScXRWTuFTNZq1vKuvCpWHiylvNoAP1wL1fkQnAJTn3Qc8M/zsPmjZrdTKeQsvGE0H145Am2TVnctBWqFesNxPbe2Pr8aWsFpm0ajR0mSxB9H/mDuT3P5bP/72CQzw8OH8+3sb3lg5AP4q/0pqTHx0tIDLv2lmz4fP6mWsKJVjh80OpT6I3itfQmZ3cKftqF8WjPi2IOOvgV6z3IE1UeDP5Ra5JKNwQf/i/e350F165UBiqqNzPtgAzd/ua2dr9QxJ+p3IbgSM4BCt9fR2QFPmtInnHB/L1LD21+b7ESwSxLPnTOAynozgceZhTcqKYhgXzXe3aDl1oReIbx8/kCSQlsu7SJJoFHK8e3i8SaF+jA2OZh+UbpmJ/Vx8j3Ey4qxqnxRnv02/HA97P3JsRdt7jugOhbIvH0SCxA/M7cf1UaLy0zSxe+vZ0NmBQsuG+o2s/v0PuEtLvW+tzKDd//J4OpxCTwxp+uWpQHGJIWw8IZR2OwSCW0s+d08KYVZA6OYUvQBZP4DKm+48AsITwNzPax6CRbfCz4hkDa37Qc36skqMXZZrcfG2vr8eufSodQarUjAvPc3UG+x8f2NY1Ar5bz093L+KfuIXIMjuzfCJ4L7ht/HtPhpSBKYrDY0SgXRAVrOGxpDVMCxva5N36OzFBtRy2zUBfbF5+a/+ODt55lU9SOBXvCx5namNG75KJM5ZrAz/3HMpgbGg3cwS758jdMzXyKkdAP8bywkTXIE3/o8qC8H/ygISoKgJEJ94hgRHI3FO6DDiWhdWXdTaJnnP9EFoQ2ROi33TOvNK8sOAI7lgPbWNDtZDhXXYLLaiQv27hYZb0qFvNNt4ADuWLgdi83OY7PTuvxE3xnrMsooqzUzOCaAC9pIsnl8ThqPz0mjqwscXD0u0blEV6g3uJzUL1UsB6Cq13kc9JpAn9kfEfTbtZD+A+z7DWJHQtJpkDwFooa43Z/WlCRJ1JltWG12/L1UyDvYtg1gxoDmAV5D+zdTO0p5NOWtVuCjVqDsxFja8t6qDL7amMOlo+LanLUdmRjESNMG2PyG44I5/3UEfwCTH4a6Etj6Kfx0K0QNhYBW3jO7/w9+uoURAQlEcSsFHCtv09Evmu72rDVOuLBJUrPZTY1SgcZXgdlqZ31mOQC5+iI+27+ARTk/IZNJaBQaru5/NVelXU1FLRwuqUUulzGlURu4Vy90LduSGOKDjGOFxM9WrAHA1v98UPtw/T3PUWd6yjEr6m6bhMoLek93uWjG5fdC2Vnwf1dD0W7Ys8j1NhWZjn+AL/D9TWsgouOrD6fSl/5TWY8uA3O8RBr5ybMrr4qz3l4LwM2Tknhgel8Pj8jVRe+tZ2NWBW/NG8KcQVGeHo6Lqa+tRG+wsPiO8YT5tS8bNu3xpdSbbay8f9Jxd9HoCtd9toXl+4p5/pwBXDKqfYHtrrwq3luVSUyAlodmdv375dvNOTy8KJ1gqYJ1mttRyuxMN7/Ifnsschl8Nq6cCQdfhOo81xsGJcOgi2HghRCY0OL9S5JE4kO/A7D5kaldtv+yos6MJEn4eam6bH9kV7jv+53831bHaxXgrWLH49NaPjhzJXx1AdhMMPxamP2a6/V2G3wyA3I3QspUuPT/nEH3zV9uZU9BNS+fP5BRJd/D0mN7BevUoZxfcw/7pPgO7ztrbc9aea2J8loz5XVmEkK8W/zy+n/bMtlQ/gOrSr7HYHUsd4Ywmo/mPEFSUAw1RgsDnvwDX+p578pRXPrZbhJDfFhx3yTX5y5JoFA636MRUglrve5EQobs7j2ga39CmFtWE+z4yjHbqosBXSx4B4I+/1gQWJEJZ/8PNJ1bDXnmt718dHRJuyFo7so9gOL8LWYAhVPEwJgA3pw3hJ25VUxI6X5leoJ81IT7a5DLZBwsrkGlkDv7d3pCVb2Z0hoTIb4aiquN1Bit1BqthLWzasmzZ/enzmQlxPdY0NFaj9gTrU+EH7UmC2F+GvYWVGOwWBkW33opkvI6M4t3FdIv6vg/3N0994tGxDmzKJU77Wy292a/3THTZJfgqrUhrHlgM5HWfMdSWtZKpMN/IavIgBXPOf6NvhWmP+/2MWUyGWqFHLPN7mzz1RFmq530Aj0+aiW9I4794t0Vf27ssZ/SWbQtj7umpnL9xKRWj+1Kr1wwiLvPSHXUp7M79ijK5TJHMNP4PZe7CdvXF6OwmbCnzkQ+48XmdyZXwFlvw4LxcHg57PgahlwKQHG1kZyKOkI2vQT7FwBQ3/8yyN2Ij/4QP3s/y1WGOzHHjW93wNFWoseHa7L43z8Z3DwpmUGxKS63ffOvQ8hkdgLCdvLJ4QWUGkoBGOgTy/1D7mBw8rFZOC9TOc+rP+FC+V8ovpdzOGEAhojhsDUbyg5iz9+KrHAnMpU3XLOMi0akUFxtwrziJwBkCeNbDP4kSaKq3tJqZrqTUgPDr2l+eVASJE5o+/bt4OflCE8mpobw4nkDu9WKz7+FmAE8DuIbhNDU4l2F3Pr1NkYmeraP6vdbcrn//3YxMTWUu6f2Qq2Ukxzqi1cLG81bI0kS5/5vHfsKq3n5/EEMTwj02IdxXmU9419cgVop5+CzM9we89LS/VTWW5g1IJJDJTVE+Hu5XQrtiBUHSrhz4XYm9Q7jzXlDjl1ht8EbA6E6jzvNt/CzfbzL7RZeP5oxyce6OhSXlvPC6y9znnI14+WOfV3ctBYi+rt9XIPZhkohQyGXdTjwbnitNEo5B1p4rdy559sdLNqez0Mz+nBjFyXQtJckSVhskmNmUpJg4cWO2b6k0yD1TAiIR/r+KmSmalbZBtD/viUE6Vr5VrPmDVj+hKN8yS0bwT+SA3t3ErrpRYKOLAZgV+rtnL17NL5SPe+rX2O0fB8WlHwR8SDX3HR/u8a9LqOMSz7Y2Ozyht//3d/u4Mft+YBjdvDQczNRyGVIkkTfF19CHrQMhcYR+EVrgri7pIhpFUWOXiwxI2HA+WCognVvgrm2fS9maB+47i+WHKgm+f+mkirPdwTFQy9n0bY81hwqY8aASM5IC2dvQTXXf74FlULGP/dPdnt3kiQx4rnleKkU/HLb+Da/SIAjCz2v0sCL5w0kJaxjM4GSJJFZVgfQoX7P7SXO32IGUBC6lI9GQZCPGl9N239aJ7LGlc0uodOqCPZRMyQu8LjuSyaTkVdRj9Fi5/aF2z1aksFfqyLEV4O/VonZane7hLl4dyHZ5fWcPyy6WVmNzsopr6faaMVosblecehPqM7D7hXEMtNIl6vc7VnSBQRwwbX3YbbeA7v+46i1tvpVuOATt4/bNFO1I2x2idggLeomZWRWHSxlV14VwxOCGO2m5dijs9O4Y0ovArybl7DZllPJN5tySA71PSHBoUwmQ61sqHq8DA4uPfr/S53/LwN2KdJ4RPkgf/u2Mcs+5jZHMk7Bdvj5VvCLpPfOhSDZQCanaspLnL04CrsE1fhwhflBXlMtYLZiPdcUPQsb/GD0TW2Ou609a69fNJiHZ/ZlxHPLsUtQUWdiv34zb+94G1XkXgB0ah2XWXVcs38NagCfMKgvg7xNjn8NoobCtGcgIA5yNkLuBig7yKqKAH4pi2Ty2NHM2vcQlO5n1avz2Bx6KTPk+UgKDbK0swBHdvii7fkkhvhwRlo4sUFaiqqNyIEluwsZHBfQ7DPJYLFRVuuow+mlat/Wgd15ejLL6qioa3/9zgYymeyEBH7CMWIG8DiIbxAnz41fbEEhl3HvtN6E+mnw70QXg+6k6X6hB6b3YUCMrsuDwc60gTNabGSU1uKjVpIQ4kOh3sDYF/5GanJyW/Pg5G65LPP1xhxKa0xcPDK2yzqAGC02ciocZTtSG3f/+OpCOLQMxtzGt0E3Ntvo32qQXJQOC8YBMrhtC4SkuD/OVAMr5kPUYMe+weP0+M/pfL4+mztOT+GeaW13jWjs5x353PnNDsYmB/P19aNbPK6jX27u+W4HFXVm7pzSy/GFxW6H9yc6Eg2GXOZYWjy4DHI3QfQwuHyRY1avPYr3wnsTj9UJBEg5AyY/xDpjfLOZOxl21g36k8gDnzkumHg/TH6kzcSdp37dwydrjxy9D8eXpIubJGJll9eyq3INX+z7mH0V+wDwVnpzRdw0rtyyCF99HnZJRn7adTD5Ya57bzlnKTdya+gux/jH3gH9zgGZjJ935JNbUc+k3mH0j9ZRUmNEKZcToFUhz92A/dPZyCUrubIoYqUCRzb0hZ8DsD6jnG05lYxLCWFwbADgmDlfsDKjxbp7NrtERmktdSYrg2MD2vW58te+Yiw2iZGJQe2aMTyZxPlbzAAKpwCbXWLF/lLMNju/7y6iV5gvf95zmqeH5eK2r7dhs0s8eVa/NoMOd/uF5i/ZD3R9wVOZTMamrAqyy+sYFh/YrmLAuRX1zHpzjXMjflZZHU2/Jp7skgxTXv0HtVLB59eMbDMZoiFJxG6XyCmvp8ZkoW+Ef6eyaBt4qRSugR9ATTEc/tPx/8Ou5qIQx57AI2X1rW70d4roD6kz4OASWPM6nP1Os0M+Wr6DadtvJbbu6HKxSgt953T6eQAMiw/EbLXTL7rj2eppkf7cf2Zv4oJazsbsaAFfSZL450ApFXVm7pjSi0/WZqHa/wuXFe0GtR+c8Qx4B8GEex3BsFILig6cusLTHPUB/3gEkqeQM/AOdpJKguRDYoi62cydXKaAGS9AVCyseBZWvQx1ZTD79VaDwEdm9mVyahhXfLIJCejf6PW12C0syVrCR7s/IlPvyJLVKrVckHoB1yojCFp8P1gNlKiieF59BxcOv4AwVByo8+ED7zO59bpXnff18rL9FFQZ2ZlbRWZZHcG+GvpH61wTvOLHYJz8FN5/P+II/gAGHPvyMCY52GVrQqHe4Az+wH2xfYVc1vxvoA1T+nauc8xrfxygxmTl0lFxpLR347LQYSIAFLo9SZJYcPlQluwu4vuteVQZLG3f6CT7c28xJqudR2a1nW3qrsZVgxPR5eT9VRks31fC/HMHtCsAtEkSYX4a5xKgp0symK12Mkode4GaLme2xmqXmPjyCgB2Pj4NnZslzeOS/n8g2SFmhHP2LsLfC41S0WIJmpIaIztyqgjx0zA0LhAm3ucIAHd94+hcEdAoUDLqGb3uemLtB5FkcmSSHRbdCNcmtrhnsD3mDo5utS3g4l2FlNYYmdQ7jIQmiUy9wv1a7X/c2a49n149gm3ZlfSL8uf1Zft4IneBo03BmFsdwV8DTSeDgbG3wYhrQaVl4dL9/O+f7c5ahk1LtDxzdj+eWbwPvWECH01/Fa+l98HWTxx7EHu3vJdSqZAzsXco5w6Jpt7s2CpgsBq4+/f32Vr5I0YcJV78VH7M6zuPy3pfQsCGBchW3ea4g17TCDvvQ944OrNptNhYetcE7E3yf5btKeZwSS2zBkYyPCHQJcGnMe8Jt0LpDtj9PVaNjvkHooksy3TpFNKgO9XdkySJhZtzKa0xMbVvuAgATyARAArdnlIh5/Q+4UzoFcoDM/oQ0E360zb2zNn9MVpsWGwSd36zHZVCzisXDHJ7rLuAqrGu+OB9Ycl+SmtMXDs+kQHRAVhsjqCuPfpE+LPpkanOnyN1Wv5zZm9eXHbAUV2ijS4NXU0hl7HolrHUGq34eil5ael+9hZWc8eUXo4gqhGbXaKo2oiPWoFOq0KndZQ6MVhs6Ojc+8Zml3jr70PEB3sza0DUsX2HO4/2Eh94kfPYF5bs571VmVw/IZFHZqU1u68dOVXc8MVWhsQF8OMt4yBmOCSeBlkrYe2bMOsVx4GGKvjiHPrZD2JQ+FN9/reEb37RkU28cB7csMJR5LgV6zPK+WhNJoNiAri9A72QP1mbxZbsShbovJoFgG3pTCAhk8kYGBPgbFd4Z+g2UvILsGoCUI65tdnxGzLL+d8/GQyKDeCeM1LbP7ijxbgTQ3wYlRjknMVsyOZuPHP75C97MdvslJ9/KdHV2Y7ki9WvQur0NpeCX71wEHvK9/BLxjv8vvp39CZH1xpfZSCnR52Hn2kCQ/3iCPzzCdj+BQA/aM7hvHkfObKXj/JSKegT0Xxp8rrxidQYrcwYEEFM4LEvYflVBn7ano9GebQdnEzmqI/oG842ex8+WlnAoNh65g6OplBvICnU17lXuT1f8or0RlYcKCHcX9PuntC5FfXkVxmIDtAS28qscWN2CZ46qx9rDpcxLP749i8LrRMBoHDKUCnkLmVJupMLjxYnzi6v4+cdBfioFS0GgE0LwzbVFbNrf+0r5lBJLecOjT6uVmINkkJ9kSRIDvXhy+tGndRZAYVc5hLobc2uZGNWBecOjWkWABZXGxn3wt+oFDIOPTeTnU+0UkuunQr1Bt5YfgiVQsZZg47OnJXsg6JdIFdCv3Odx0boHMtw+hZmqX01SgbHBpDaeFZj4n2OAHDb5477K9juuG9LPWiD0F75C9qIARD/CXxwOlRmwXdXwOU/gbLlfVU5FXUs31fS4heNloxNCSHc34uogOa/Y6vNTmW9BZtdcj7Xxo57tthqZviR9wFQTrgbvJoHQDkV9aw8WNqeWtpuXTg81vn3ui2nku05VUzsFeKyJPrM2f3QKB1fIhhzG2x8D/I2w5E1bsuc2CU7j/2+jGr5LrKN68iqznReF6KJJFU7h4cmXManawpYsO4I8dX7Gbf3C+wyBQ+Yr2Vf8FmcJ29fwk/TfYUNSqqNvLzsANEBWq6bkMSfe4sJ8VWTNuVpomvNXGPNYkhcAMv3FfPQot1MTA3l82sciUuROi3PnzOABxftBtwX2z9QXMNDi3aTFunf7gDw3X8Os3BTLveekdruLyEKuYyZAyKZeZyZ+0LbRAAodHu78/QYLDZSw33b7J/qaUE+ah6d1bfN7M1JvcP4697TKNQb2ZVfxfzfj+0B7IrZtdtOT6GgythlWXQxgd6c3ieMXuG+Hk/8uG5CEucPi2HI0c3rjRksNtRKOd7HkT3blEwm4+IRsZitdmcXDXZ96/hvr2ngcyxwuHhEHPNGxrVYbmdsSgg/pTSZuUuY4Cj1kbcJNv7v2OW6WJj3zbHlXu8gx88fToXstfD5XDjnf67FpO02R5BiszDGP4iXz0omJMi1XuLCTTk8/etepqaF81bjkjZHtTartq+whjlvryFK58W6h6Y0uz5Sp2V4QhCbsiqA9r2f31lxGIVcxvR+ESRkfw9V2Y4M2JE3uD1+ZEIQL58/kJAuKIz9y44CPl13hMtHx/PM2ceW1V32LGrCYejlsPlDxyzg0QCw1lzL+sL1rMpbxaq81VQYy4/dRKFhYvRkJkbOYE7qaSiOBnejEo3YbFZm5swHQBp6JQ9MfharzRExf7H+CEv3FDF3cDTjU0JYfaiUUL/mM252u4TFbkejPPY+iw50tIOLDvDCbpe49ettmK12Vt0/mbhgbx6f45iR/nz9EUJ8NSQ1md29eGQcmaW11BitzBsZx8Amf186rYqpfcOJCWz/33+Ev5akUB9nTb/2OJHVEQRXIgv4OIgsopPj5i+3siS9iCfmpKGUy8ipqOeKMQntXlI40Rx71GrRqhTtXjIb8dxySmtM/Hb7ePpH67j4/fVsz6ni4Vl9uXJMwokdcBvWHi7j6405DIkLcLtf6GQrqTayMauCcH8vRia2Xvy5gdVmR9mB/YIdYrfDGwMcHT4u+Az6nX3891m0G/5+1rEHMHqYo9RHcAp2ZFjsdhQy2bHnc2g5fH+lox6c2hdmvOiYhdz5Nax/FyoyXO/bJwzO+9BRSw/4ZlMODy7azdS+YXx45YgODfNAUQ1nvrGKSJ0X690EgHqDhcFP/4EkwZsXD2ZEYlCrJ/Ev1mfz2M+OBBe5DDaHPU+wPp36SU9RO+ymdneu6awftubx264CLhkVzxlprcxqVWZjeXMIB1QKtk66i9W1WWwt3orVbnUeosCLQFk/7hgzl7rKNJ78KYPT+4Tx/hXDXe8r/Qf4v2scv7s7toNvmPOqp3/dy8drs7h5UjLD4wO59rMtDIrR8fNtx+pL1hgt7MzVc9lHG51t4JrS11u48cst5FUa+Oe+SW7/Fmx26dgXmm7iyw3ZPPZTOhJdnxDXlDh/ixlA4RQQ5KMmNkhLYogPLyzZz/6iGib0Cu02AWBBlYEZ/12Nr0ZJ+lNntnm83S5RZ3KcOBoyWhdeP/qEddj4cXseb/11mImpoTx5Vtt9fTNLa1m8uxC7JHFd1xT1Py678/XcvnB7sxNhaxpOeO+tzGB3vp4rxyYwIqF9wWObstc4gj+NzrEnrCtEDIBLvm128byjLQbfvmQIswcebTHYayrctAZ+vMlRA+7nW2HxfXC0dRheOsfsoT4XjHpHX9zNxwLAmQMjGZsc0qFZmQap4b5kzZ/Z4ntVJoPHZqVxpLyOs1pJNAHHTM8Tv6Q7f06ggGB9OnaZgglLw0jL2MkX147q8Bjbsj2nkod/TCc6wIsPrxzBecNimh2TX1XLrqJD6G05FBmzSC9LZ1dCLAbscOibY2P2T2BCzAQmxkxkaNhQ1ArHCkV6vh6r/TB1+5ezf5edpLThjr2jVhMsf8px43F3ugR/AHMHRzEwRkfvCD/qzTam9GmeiPPwj+n8utOR2dtSKz+dt4pvbnAtRC9JEjkV9dQYrfSP1nW74K9Qb+Cxn9OdvYtPREKc4EoEgEK399w5x5qJ7y+qobzWRKSb/UeeYpMkQnw1+GocyzF5lfWYrHbig7zdfvOWy2XseepMqo1W/I5uwu7K4M9osZFbUU+gj5oQXw0Gs53Msrp2ZQADjEgM4sk5ad0mwPbRKBmVGOTsJKCvt5BfZUCrVrTZbm9DZjkrDpQysVdopwNAo8XmuqS782ig1u9sUDV/H763MoN9R5NUmr7mn68/wqJt+cwdHNWuItUNJ/hmreCCEuHq3x3JCX8/5wj+AuIdWbODLwWNL/lVBuxZa4j9+XzHHkO7DeQK/L1UrdbRPOO1lVQZLHx93ahmGb9tvU/9vVRcM759xbebJoyco1gDQE7gGMoNOkwW9+3vMktrMVrsRAdqHXv0Oshml9hXWE2d2URRXRGFdYUU1hZypPoImfpMMqoyyKg6goS12W39bTaGmMyMHHYTE3ufT4Iuwe1j9IvyZ9P5ZsJ+m4/9hxfI3HoxKRe/4GhJV5WN3Tcc+ZhbWXOojJ15VQyLD2R0UjCDYgMY1Gjp9aOrms/QeinlqBQybjot2e1+QLPV8bo1DQ5/2VnAnd/sYGhcAItuGdfi66M3WCjUG9wmoJxI3aHcVE8jAkDhlHLTSW5N1R7Job5sefRY1uzkV/7BYpNY9+DpbjfSg+NE2pmTV3vsK6zmnHfXOZeHpvQN49vQ0W3Wz2vQJ8Lf7Yf/zP+upkBv4OdbxxEffPL6HI9OCubbRm31/m9bHs/8tpc5g6Ka7WHblFXBTzvyGRit4+KRcc4Mz8FxAS7HdWSf0aw3V1NcbeS1CwcxrZcO9v7suGLQxW6P/z29iJ25VUzvH9ksAMwur2dHbhWjktoXjL5z6VAAtO72FMoVMP5u6DMbKo9A0mSX+nhv/32I7zYZ2Ovji8aodySXxAxvfj9NlNaaqKq3dDrJAmD1oVI2ZlYwPCGQSck6yN/qKJejOPaeb5wwIsPO2fK1APiOvIRDI2agamEJ/8Wl+1m2p5hnz+7PZaPjWx1HpbGSw1WHyazK5Ej1EYrqiiioLSJ2UDF6czln/F8rPZbtGqK9kxgXN4DeQb0ZGjaUpKWPI89ZDAfXw4DrnIfqDRb8vZTOAFkGKFc5ehTLZRIp2Qsxvr4MtcyGHHhMP5dnVd78vT+bj9dmcdNpyW67srjz0vkDebmFBLOrPtnEPwdKeffSoc2SKPpFOcrLbMup4v7vd7q9j4zSWqa8uhIftYL0p850Cfj/908GX2/K5uIRcdw6uYWi5U1syqrg7RWHSQn1de5BbImny031RCIAFIQuptOqMFvtzo3d7fHn3mKW7y1mTHIwZw9pfemsLUaLnQBvFcG+juWocH+vLumIUVVvpqreQlW9hfj2natOiCAfRzs4bzdB0b7Car7emENl/wguHhnH9P4RzY7pSKHibzblOGsQ3vblJhb1X0d/cw3o4iDWfSeMeSNimdE/gl7hzWdc542MZXRScKuFlBtrV8ebkF6Of01olAr8vb0oDB5FQslfkLECYoZTqDewZHcRvl5KZzZsYz/cPBajxeZSYqSByWpj/u/7MVntPHlWmksSgsVmZ31GOUPiAlhzqIz3VmVy+ygdk1Y9AflbIGUqXPSVc9a0cTb8UA4SKy/FovQhZNi50Mr+TR+NkhBfDYFNEsKqjFXsr9zP7tLd7CrbRXpZOmWGslZfOklSEOIVRkJAFPH+8STpkkjUJZKkSyLKNwq5rMk4TvuPoyXd4eXwzkjH/su0s5nxxipqTVa+uWEMaVH+VGz/haDqfdRJGu613Mx9yu9IMTuWbQ/YY/jGMoEHTVYGxwVwoSmGwbGO4ExfbyGrvA4vlbzFGbjWZmG9jv4+bvlqG4NjA/jPmb0ZezTpaPORCmSABHy/NY/hCYHN3vexgd4o5TJ8vZRU1VsIbNS9o7TGRG6FgVpT85nRllTVm1l1sJTqdtRubVod4WSXm+qJRBLIcRCbSE+833YVsGBlBmemRTjLCFhtdiw26bj6pHrSpqwKfttVwJC4AM4Z4th/9PqfB/nvX4e4dFScy5L38ehMGzhwlFIxWmwE+ajxaxSApOfr0SjlxAZ5t5jl6mk7cqv450AJyaG+zBkU1ez6Qr2BuS/8yCvKdylFx+vW8ykk3G1bu0K9gXEv/I0k2Zkp38S9yu9Ikhc5rjz9MUf5llPB5o9g8T0QNxauWcLmIxVcsGA9SSE+/H3fpGPH2W2O8jahvV1m6rDbYfd38M8L2AMSOGv/FNKlJHY+Mc1lFntXXhVnvb2WQG8VL58/iD27t3B9zgOo63IxymTIAVXyVBQXfQFKDRa7hSd/3cnf+wt41v8bUir/xNRnNqaJ92C2mZ3/rJIVm2RDkiRsko16Sz3V5mqqTdVUGCvIrs7mSPURqkxVbp9+tG80KQEpJOmSiPCJINw7nAB1MDd/lklJlYpND59BWEe+IB1ZC7/eCeWHALClTGPs3nMotuvY/tgZBHqrqH1rPL4V6SywzuEF6zxUWLlW8Tu3Rh6gfvIz+PUag7e6+fxLQ6u9MUnBnDMkmrdXHObMfuHNakr+vCOfnPJ6JvcJc+k4UlJjRCWXc867azlSXs/X141ibEqI873cdHbN3fu+3mx1O7ZCvYGCKiNhfpp2bw8pqDKwLqOccH8NE3qFOu/H3ey7yWpDJZdTXGNsfzed4yDO32IGUOjmDhbVkJ5f7SwS++naLJ78dS9zB0fx34ubl7DwhK3ZlXy8Nou0SP92LY3szK3i8/XZVNVbnAHguJQQ1Eo5AzrRnqslDcFfjdHC2sPl2CWpXbW1Xlp6gB+25fHA9D7cPOnYknv/LhxbR/x3+SGW7iniyjHxLdZAazA4NsDZ2xQcJ7PyWjMqhZwInRdHiitYoHqVofLDAMyWb+AT2wxyC/oSqQ2D4j1QuBMqslAW5/GZMoM4WQnx8hIAyiR/akbcReL4u07U03Xx595idufrGZ8S0u4M6GaSj2aJ5m0CUw2hvhrmDIoi1FdBYW0hVaYqaiuzqF71ErUVBzFp/DFGD8EcOQizpQ774T+x1xRgB5SVFcwN28ppPr35KT0TpW8QVrsjQNtTVEJQwkG8vKp5Pb2S6voiPg+RYQ5r9DuzHYCvR7qOLxLuAfCJgtpt8PtlnXueOIK9ASEDGBAygIGhA0kNTMVb5RqsSJLEou35XDxMy5ik4I4FfwAJ4+DmtbD6NVj9KorDf7A+/DBZM792zJgdXIZvRTr1kob3rbMAsKDkA/tcrry89f7ZAd5qogO0BPuqqag3k1NRT0Wd6+zZusNl3PnNDgBC/DQuf5cNWdMLLh9GZmmdc9m3IwW63QV/4Jih62hAFhWg5fxGSTatzb5/vi6bd/45zPUTktq9xCwcHxEACt3aRSPjGBATQLi/Y/+az9Gkicr67tMOLreinsW7CqmqN7frg2tIXAC3TU5xaeE0MjGo8yf4NpTUmLjpy634eSnbFQAq5TJ81ApnUounZVfUsa+wusXiyq35emMOzy7e5/jCcNFgBm97DK38MFWSD3vt8YxV7OUm5a/Yf1gOViNw7CwZCoQefQlqJS/et87mU/tMlk2Y6dKxoSlJkqiqt1BSY2rWpmt7TiUGs43eEX4Et6Oo+Z97i/huSx4apbxD7w9Jkig3lpOlzyK7OpvSiHhKLdWULbueUrmMYkUxZRVlfP9D4ykhIPTo2n5NuuNfw+UBTYP/Ytj7fvMH1oIFqDEA8vaX4VHbJTSAxicUjUJDfoUFm11B3/AgfDUa5DI5cpkcmUyGt9Ibf7U//hp/AjQBxPnFkaBLIM4vrlmw5863m3OdBY/f/vuw2y0Au/KqWLAyg0idlsdmu9m7ptTA5Ieg3znw9QXIKzNJ/vV8uPIX+OcFALKTL0G/TwetLGc2naU/LTXUWdalpNrIiIQgApu0MDxQXOP8/z4ttIFruo+3O+yva6tN4PbcSqrqLSi7WXbyv5kIAIVuLTpAS3SjRIqZAyI5vU/YCUug6Iz+0TqemJPm3Gf39t+HyCyr49rxic5v4I0NTwhieFeVJHHj8/VH2JFbxdmDo5mYGopOq2JYfCD+7Sz78eL5A3nx/IHNLk/P15OeryclzPeEjr+pWyalMHdwNAnBjpNVVb2Zx37eg8Fs48MrXZMa9PUWkDk6bijkMnw1SrxUcuQyGax+Fe3+H7DLlNxmvos19jSm2nfwWsD/4V+X5bgD33CIGAhhfahWBvH6ukoy6r3ZaU+iVubXrj1J2eX1THrlH7QqBXufdt1IP3/JfjZlVbjdpO/O2OQQvFSKVmdfq4xVHKg8wOGqwxyqPORIetBnUmM+FiigBbR+ULnH5bZKZARaLfjZJXyVXniF9ONwdhkJlBFPJSrJjjw4BUXcGGRqX6x2K+aaQswFWzDXlqAA5IEJKGJGolX7ElF8kIiDfxJhsxEQNwH7lOcJD4hAo9Bgl+xYM/7C+sN1SDYzGpkS9cCLUFVmIcteA+PugjMcJVLe/tuxvHrhiFiXWoCSJHHNp5uRvFT855z+7dsj2Uih3sDDP+52/txSqZGqegu/7y5qMcByCusDVy91FOUuPwTvnQbmGlB50/fcR1hj8222nLlifwnbcyoZmxLCk7/sIb/SwEdXjWgW4If5e7mdnRwSF8hdU3vRJ8KPIU064TRrB3dUR/bX7S2o5sM1mei0Kp6Yc6xs1Ir9JdSZrYxMCGr3rKnVZudAcQ31ZhsWm73VWcj/XjyE6yfo3XaYEU4MEQAKpxQfjdI5C9hdpIT5OkuUAPy1v4TtOVVM7xfhNgB0x2qzozc4Wmx1eEmqifUZ5SxJL2JwbAATCSXEV8MPN489rvsE+H13Ie/+k8FVYxNOagDY9PWVyWTOOmhNS7Q88MMulu4p4pm5/bh8TAIXjYh1LBvv+Qm+fwYA+ayXebnXPNLz9IT7j8c/6gEoTge/KPA7Vgz4ixWH+aT2AINjA1gwvU+79yRFBnghl4Gvl5JqgxVdoxmcmEAtlXW+BHi3L3A5e0i0S1JQjbmG3WW7SS9LZ2/5XvaW76WwrtD9jSUZdksggyN60UthI/TgX4RogwmZ8QoRPhFE7P6JwH9eQg6OdmdTnqDaKuO+73Zittl56vx4ZHYL6Fzr5BnMNkwWK347P0Tx52NQuhWpVkIWnAK7HRnSxhG3Mmj9OEy7DnPw2V7HSpL0mQNX/OqohZe9xtkLF3DpqXzb6e7bhtWbbaw4UArAi+d1fK9se5dCU8P9eHpuv3YlT72/04gt8S2u4R405XsdFw6/BnxDiYRm75k/9hazcFMOcrmMaoOFGpMVTQv1/Nxpus2hsSK9ox0cwNS+4S41BN31PHanzmxl0bZ8ogO0LgHgi0sdNVhfvWCQ29qJbu/LZGPWm47yPqvun9RsFlIuwzkLqVLImwW0wonVvc6kgtBIncnK0vQiEkK8GRZ/8gKO43XZqHim94toVkOtQXG1EZ1W5RK4rDlcxlWfbKZflD+L7zi+6ssXDI9hYExAlzdS7xPpz5Sj7eA8yU+j5NFZfdFpVc1KlRitNuDYVgGZTAabPoAlDzgOGHUTX1in8MF7G8ipqOfcIdG8dtFgiGq+n/SyUfH4a1VEB3i59Ilti0apYO/T090myrx24eB2349dspNZlcmO0h3sLN3JrtJdZOmzkGietxfrF0uvgF6kBKaQEpBCckAyOzKVVNfDWYOjCFMaYXMiVOnRq5O47d1lfGx71RH8zX4Dhl8NgL+S5p0rmpj62krHTNOtlzL48n7w/VXICrZBwTbsKJDPfgX10KuxrV0CSFTUmV1ndWJHwtWLqT+8hoolzxNTvhbix0N462VCwNEn9uXzB1JttLovjdOG9i6FRui8uKKdHXm+3ZxLRmkdgy/7gjFb7nKU5Bl3Z4vHj0kORimXMTBGx2Wj46kxWp11TctqTTx8dJn0ttNTyK2op2+kHymNekfb7BK5FfUU6A3NEiliG7Vp+2hNlkt7O2jfPr7UMD/um5bq8qXr28057C9yzCjf9387sdrt7erQ4aNREOanwVejJMBHzdNz+zuKPR99/XuFeb61ZE8mAkCh28ooreXe73ei06pYetcEInVaTFYbH67OoqrezAPT+5y4dl8dUF5ros5kI8DHUWC3rW/Hs99aQ2mNicV3jHfOEDZsvLY1nZ7ohNP7hLe7Wbs7zy3ei95g4eZJKS6Fls8aFMVZbjJru5K7DMEV+0uQyWBYfCB+XirkclmLLeo+vXokZqvdERjaLI7Ab8tHjisHXQLTnmPBy6vIr3J0zWhtX6HOW8XlbdSZa0lnsqTrLHXsLtvN9pLt7CxxBHw1lppmx0X7RjMwZCD9QvqRFpxGn6A++Kmbf9lIHeYyIkeLubzNeGUs4UnLm6jkNmx9zkIx7KoOjbNhtspstUPSJH4b/TXxf91MjKyMuyy3MlOaykVyGav+M5kgH3WLr0Wu7yDOzL+V3trLWXbJHJfrbHYJvcGCQu5aL9NLpeACN6Vr2utElBq5bHQ8B4pqSI6PgX6/Oi5sJfu+6d9RSKO9oHZJ4o+9xchkEOqnZuGmXO45I5U7phz7/b694hCv/+lYIm+aSLHiQImz1MuXG7LpH+3f4VZqOm+Vywxsw969BlIHOnQoFXI2PXKsRuplo+OZ0jeMDRnl3P3dTmySYxb/03VHMFnsnD0k6qTWGO3pRAAodFt/7CkGHCfpcS/8zfxzB3De0BjnEsdNpyW3ayP9ifbB6iwWrMzgmnGJbRY7bdwGrvEH//D4QDKfn4n8BG2AvvLjTeRV1rPgsmEtzkw2+H13EflVBi4Z1bngp7NayhC8//92UVZrYsmdE+gb2fbSqVopd7RA+/ZyyFqJHRnLIm9ixtnzQSZjev8IDpfU8szc/sQFe6bIrCRJFNcXs6N0B9uLt7O9ZDsHKg9gl1wLEytlGkx10fQJHMAd46YyIGQAwdpOFmFMmgx5m1H//QTJcjNW30jkc/7barDizu93TkApd/QmLtQbuGNpJXbpOZTYsKJkzdHgoKUi6M7nppAxc0AEGmU0aFxnlZ/5bS+frjvCLZOS+c/0Ph1+qq1p71Jodnkd1QYrvSP8Wmy5Vqg30DvCj+n9I7qkb7FOq+LZs/vjrVZQWmNidFKQS83IQr2BN5Yfcv7ceA8jwEOLdjvnhyW6ppVaRzKI2yNSp+WcoTGkRviRFumPTCbji/XZ5FcZGBYfKALAk0gEgEK3VKg38O4/h50/N/6gu3x0PFq14rh6WXakE0Rb5DJHpwbvo3UJa01Wao1WvDWKZpvUG9rA1Zis+DYqt9BVgZ8kSRwqqSXQW02Ir9qZgJBdXseR8nqq2pFJe+vkFCrrzS7JNydaaxmCfSP9KK/VuMwElVQbKa8zE6XTuuyxc/rnRUfwp/LmhrqbWZ07ghlHXwu3WZ2NHC6p5bGf0zlvaDTnDonp1O9m3eEyvtuSS99If248LRm9SU96WTqPLf0dozwblXceFcbyZreL9o1mUOggBocNZlDoIJbvkPPanxmkhsUyKbZ5Yk5LbHaJrLJatGolUTovx/sg+XRY9RIymxmQoTzvffBx3Vqxr7Caaz/dTHSglu9vcr9vtPGM3rHgQIb16OmkvcFBcqgv7146zO11DXsk6802l8ur6s0U6o0E+6iPa69se5ZCp7+xGoPFxqr7J7v9otCRguJNSZJEaY2J/9uWh7+XytnRRKNUuHQ3ubFJ56PW2qVJSF0WqNWbrWSU1KFWykkM8UEmw+VxO5tBvPJgKbGBWhKCfZyrHza7xE2nJbHpSCVDmnTsEU4sEQAK3VJr3zqb7mvpqI5+cLcVLP5neh+XWYqnftnD91vzuP/M3m7Lwshksg5nL7ZXrcnKtNdXAbDv6enOYtkvnjcQCZqVJXHnklHuX4vcinou/2gjErDy/sldNWSg9d/3F9eOanb87Qu3szGrgrcvGcLsgceW055bvBelZOP+vd8iB8xnvcfAkr6M0SjbVRj72805PPiDYxZlfUY5VpvUZu3Bpqx2K1sK01mc/SdbDUX8XF5Ibk2u48qGT1wjKGQKegX2YmjYUIaGD2VI2BDCvMNc7itmnIWLRiQ4v1y0l95gYeprjvdBxvMzUchwtIFT+zmyVMfdCYkTm92u3myjQG9s99aK1vbUrT1cxrqMMobFB3Z4S8JNpyVz6+SUZu3gVh4s5c5vdjA2OZivr3ffiaWrROq8MFhsmKy2Zte1VdKkNdnldUx7fRWmoz17/byUbba0a9DWHsauKvXy+fpsXliyn7MGRXH3GanNgr+OLJvP/30fB4pruP30Xlz/+RbMVjsr7pvk3F5SXG0gKkDLwzPDu12C37+deLWFbulE1a3q6Ad3Z77le6kUKOUy7B3Yz2e02Hh52QHqzVaentu/xT6obakxWgnwVmGx2l06pYxqZ5/R1mhUco6U1yOTOZayu3K5uqO/7xA/DSG+mmZB46frjjBO2o5cXQbeIXilzeSOAcc+5sxWOyqFDJlMxu+7C1m2p4gz0sKZPTDK+d5ofJeP/JjOab1bP6nrTXp2l+1mR8mxZI16az1eEVAFVB3dxhfnF0+wKpkITS/O7z+GAWFpaJWtn0T9vVSd+rJgstrQaVXYJenYTLlCBXPfhqJd/BxwOfr1R5gzMMql3VefCD9+uW2co2xOC77bksvBohrmDIpiUGwAj81O4+nf9iJJrsHBlxuyeWdFBleOie9wANjaHsoQX81J2frh0iWlieNZFg3Qqp3B39zBUc2C+6yyOmqNVpLDfJoVZW5rD2NX7W9MCvEh2EeNt1pBTkU9oX4aUkJ9uGNKaoc7dGzJrmRrdiVT+oSRFulPXqWB+KPL2s/8tpeP1jhKMHV0FlU4fiIAFLqlSJ2WMcnBrD3sWCZr+mFmtdmxSZJLL9L26MgHd2e/5T89t1+Ls5QbM8v5bVchQ+OPtYEDkMtkzg/CB6f3RefduQAwKkDLjsendSj4bMxmlyioMqBVKwj2UbvMmAV5q/n+pjEEnIAajA0ntobZN7mMVk9e71wytNlldrvEzZNSOGPfp1AB9D8PFK4fcR+tyeL15Qe5YnQ8aqWcn3cU4OelZPbAqHa9N6x2KwcqDrC7bLfzX5Y+q9lYfFW+DAobxODQwQwMHUi/4H7oNCevk0qkTsvOJ6Y1v6Lf2dDvbOY//xdF1UaGxgW6BIA+GqWz605LlqUX8df+EnqF+zIo1pFtLkmOHs2L75jgfK2GJwRx5RhrixnU93+/k3UZ5dx3ZqrL30Jr5g6OZu7g4+uV3RWO5wuqv1bJ6v9MJsRX47ad5aUfbKBAb3TWIHxoZl9OO7rHD1rfw9je/Y1tOSMtnGn9jvXRXvPAZKrqLZ3qKX7jxCT0BgtjkoO5fEyC88tjod7Ax2uP/e10ZBZV6BoiABS6LfXRWbAbJyZx1bgE54fCgz/s4pvNuTw8sw83TExu7S5cVBstSBLOLLkGLX1wtzdYfG9lBpmldVw8MpYhcYGtLjPuytPzxYZsqo0Wl5OeWinnlknJjtlDxfHPrDWdndtfVE12eT3Joa419ZqqqDMz4aUVAGQ+P9MlP0CpkDPiBNb/u3B4LA/84Mg2/PV2R4b04ZJa7vxmO7GB3iy43P1+sQZyuYx7JkbBptWOC47WldPXW6gxWQjx1VCoN2C22tGo5EzuHYafl4oRCY5yOe5P6qDRVvL9wb9ZX7CeDYUbXAssHxXnF+fctzcodBApASkoWukW0l4HimpYcaCEmECty1L38ZrUOxS9wdKpJbcz+0eQEuZL6tFkIqVczoReIQR4q13+Lib3DmNy77CW7ob8KgP5VQZkNH+/l9QY+Wh1FnZJatYHtztoOhPX1heWxmQyWau9dMN1XkhAZlkdZqud+qNJY00fv6XH6kzLNndjbLr1Jdy/c+/nxoEkHPtsam0/owgATw4RAArd1oMz+nLVuMRmtaIaloeqOtAOrqCqnjsW7mB3fhXD4wPZnF0JtL6fpb3f8lccKGFDZgXje4W0Wch0SFwAt5+e4tKmqUFXZTu627P4yZojfLsll/vP7E1KWMvt6kxWm7NzxonKSG6JxSYxJikYo9VGwtFMwIo6M3sKqjGYm+/Dcmv/YrDUQ1AyRDtmCee8vYacinp+uHkMj85K4/oJSWiUcsL8vVwKWkfqtFw5JoHPN+9A7nMQpXcWgcG5XPlnmctD+Kn8GBg20Nlztn9If4K8mgfGB4qq2XykgqFxgaRF6agzWdmdr8dXo2x3X+X0fD0vLNnPaamhLQaAnUloeuE89wkluRX1bMmuINzfi7HJIW6PubBJGZa0KH+3+zTb8tqFgynUG1yyXBsYzXbeW5WJVqXwWAD47eYcVh4sZfbAKLddW7pqtq2pH28ZBzh+95X1ZrefFSfa8SS4tFd3aE/X04kAUOi2ekf4uU1auHNKL24/PaXd7eAaf5iBYz/cm5cMafODu+FbfsNtWwoW542MY3xKCH0jHWPdkFnO4l2F9Ivyb5ZAcKLbwD3+Uzqfb8gGXD+4E0N9GBIXQIivutXbxwR6s/+ZGS0uIa87XEZORT1jk0O6vISKWiln4Q2jKas1sStP7/j9h/vx6dUjmu1JW3e4jIWbc+kX5c9NRzMlLTY7sh3fOD7UBl7kLG/io1GiVsoxWeyolXK3sy+l9aUszVrGD0Xf4p1yxHl5jRWUMiUDQgcwNmosY6PG0i+4X5uze99uznHOZsqAF84bQN9Ify5+fwNROi/WPTSlXa9JQog35w2Ncb633D2OuxP17jw9n6zNole4HzdPav8s+ZbsCu7+difjU0JaDAA7QpKkZt1QGkTovFps+xXsq+a68YkE+qhd9pv+758M9hVWc/GIWMamHP/4WrO3oJrfdxeRFOLbYtu+zs62Ld9bzH9+2EVFnZl5I+OYf27zribt/ZLQ1Y4nwcWd8loTBVVG5ry9hompobx18RB03qoTUpNR6BgRAAqnnMZ7ltrS9MMMHCeRS0fHtau7w4XDY12+5QOsyyhzmW1puifpYHENX2zIZuaAiA5lkJqsNupNNrw1ig7vbQTHc/3iaPAHrh/cN52W7AyU2qOl2b+3VxxmXUY5/7148AmroXfdZ1vYkVvFO5cMZdbASCa5WUbMrzLw684CaowW5/NKP3CIgZkrHBHXwAucx/562zi3Wa1lhjJ+O7yUxZnLOFC109FhQwNIMgaFDmJU1EiGhw9nUOggvFXtf67NCufi+D18dNVwkkN9OlQvblh8UItdcFo7UR8pr2PR9nxGJQZ1KAAM8dUwoVdIqy0MJUnCbHMkMbT2Pq01WRn69J+YbXaXjPT28NEoedRNuZ71meWsOljqrHt3Is0YEElymC+DWtgTebikhndXZNA30p/rJ7ovTN6SJelFVNSZAbDZ7W0cfXJ1dd2/D9dk8b9/MgDYll2JX6Oe5CdqFlVoHxEACi3qylp5nfHHniJUSjmjEoOaZcO11/F+mE165R/qTDY+v2YkKw+UOrNEW1sWGRgTwB1TetHbTcHlIr2jDZy7k+G5765jT0E1n1w9otW9Uy3JKqtr1iSsq/fUDIsPRKtSEOxz4rIw+0T4UVFnxtrKiXFIXACPzupLUuixorF+h35CIZPYq+hDWtCxE3JD8FdvtjL/j/VUy7ejl21jW8k2l7Zqg0IHMT1hOqfHTiXKz3XfUke09J7TKBX8de+kTt9vex/nSJmjfdhDM/q0uGn/7m93sC6jjKfO6sf0/sdmtyb0CmVCr9aDq+cW7+PDNVnceFoSD83oyxM/p7M+s5zbT+/FnEYdLnzUCuce0rJak8vMa1W9mR+35xOp83J5/LZcNTae01JDW+yF25VGJwUzupXs+YPFtSzans/Q8roOB4DjewVjlyQGxwZwRpprhvRn646wIbOcUD8Np6WGMiIx6ISVjXKnq5dmg7zV6LQq+kX5c+XYhGZfLrtiz6LQOSIAFNw6GXtA2nL7wu2YrHZW/2cy3kHH3qqFegOLtuWjUsjaTAJp6cPs643Z/Pevg7x8/qBWN2QXVxsxWuzUm60uJUKaVuBXKeQEeqtRyGWtNmuf/dYaympN/H7HBNKiXPf2+BwNco3t3e/Wzufa2gd30yA/PV/PVxuzSQ71ddtu7d5pvTs1tvbILK3llq+2Eebvxar/OOoMZpTWklfp2CfWuC1dSphrf1SAlOIlACSefrXL5UV1Rfye9Tu/Hl7CYf1+l+sCFSnUlPfj+qFzuWXCiC55Hidrb1OIm1IoDY8TqdM2e30aq6o3U1xtotrYPMGgLRqVI6A2WRwBemZZHQeLax2t4RqRyWSsvH8yAd6qZmVdjpTX89Sve4lqJQBsaAfnrVY4b388LQ67Wmq4Hw9M70OQT8eDs3OGxLSY+bwzr4ol6UWAox5f45aRJ0NXL81ePzGpwwGycHKIAFBoplBvcJbjAM+k59vtEoNiAqg1WZt9+y2tMfHysgNE+Hu1GQBG6rSMTgxiXWYFcGwf34KVmWSV1VFQZWgxAJQkiZX3T6a81kx5nanF2bWbv9pKVb2FP++e2GqbNbtdwmBuaAPXfBn7s2tGolLIOt3fuLUP7jWHynj5jwOkRfox/1xHAoC7IN9brWThplxGJQa12G/3RKk2WtlfVENNo6Dkx235vL3iMFeOieepuS0UAC/cBategoLtIFeiHXw+VcYq/sz5k8WZi9lavLXRwTJClL25ZshZTImbQrh3JAq5DKPFhtFi61QP36a68gS6+UgF13y6mYRgH369fbzLdanhftx0WhILVmYCbZfOaezR2WncO81GTGDHx3Tr5BRuPC0Zr6PLv0/P7U9+pYFe4c2zy1va4+elkjNrQCT+rezjvfC99WzNrmTBZUM7NEvYVYwWG8XVRqx2ieTQ5s8tJaz1jPrOOmdINENiA3h7xWHC/b3w05y82b8GXb006+nVJME9EQAKzZyMpcS2yOUyvrtpjNvrInReXDg8pt17qfy1jmDr+gmJXDM+kUidFh+NEptdIsnNB3sDmUxGuL8X4f5eFOoNbc7qNAQPNrtEndmK3S4R4H0s0JPLZaQ/dSa1Jqtztq+xjuyRcmfFgRJSwnxZcf9p5FcaXT6468xWduZW0VBhpqX9Y59fO5J7z0ht8cR9IiWF+vDFtSNRNK496KMmLdKfmEDXIN1mlyjL2on36mfxO/InANVyOX8PPZel6x9lY8FGrNKxQNJal8iY8Cm8NPNSQrTNkweW7yvm3u92cuHw2OPuNAPHTqAfr8li5cFSDGYbf+wp4suNOYxNDm73fkwZjuLetY1KgTQ+mT44oy/FeiM/7ijgqrEJzln6yjozxqPFoN1tn3AX0IBj+fGLDdnMHRTF7VN6uT2m6f0lhvi4zM62R58If965tHktx8Ya6k02nqXcX1SNr0ZJpE57XK0g22NbdiWXfLiRXmG+/HnPaV1+/0vTC8mpqOeMtAiX169hGf7yMQld/pgd0VVLs19vzOaRH9Pb3DojnHwiABSa6crejydCmJ8XL50/qN3HL7h8GJV1ZpQKGX5HZxM7WlPN3azOhxPriPzxAnaMGYp9ylPO/U4bs8q55IONpIb78sfdricOmezYGLraM7/tJbO0zu2MyZC4AD68Yjghfo5lw6yyOoazj6fVnzLfegkr7YOO1jOTtXjiB0f24rOL99I/WsfbbooxHw9/L5Vz/9mDP+xiR24Vb18ylGvGJzY7tj57K9rPZ6OVGVip1fJzdCor7DVYyzc4j+kd2JuZSTMJZiRHijQMTwh0G/wBbM2uxGS146Xq3OyrO5E6LYE+ag4W17Ihs4Jh8YGsOlhKcAeSmPpH61hx3yTnuNzN2vaO9CeloJqoRr2b315xmI8a7dNrr5IaI4dLaik/mqBwvNZllLHmUBmDYwOa1YNry3/nDUGjlDu74pitdqa/4ajxuPPxae57QHchf63KZfm5qYzSWoK81QR4q9psMdjUweIabvpyGwAROm2HA+hTRaHewCM/pXt0NUlomQgAhWYidVpe+Jel53ckc7jBoeIa/jlQSkqYL5P7hDlndQqPHKTPrhfx3rjYceCR1cjjx0HqmcCxzEiTtWPZfX/vL2Z9RjmjEoOZmtaxvU4mq42+Ef5UGyyMcVO+I8zPi6lpx2b1EkN8uF/1LX3kubyq+h9nmF6iWqZrM8i3SxJHyutdZjZPhH1FNewvquFgcU3zZbbSA5QuuogfgzT86BuKXgnYHHUdbcZwBgWexvNnXkairlHg2B/qTFa3/YCf/GUPm7IquHNKLyamdm1pkRn9I4kN9GZkYhA1RgvBvmqiA9r/d+SlUjiDg5Zmbdc8OLnZjKJdklDKZXir3H/Ep+frOVBUQ69wX5fOHxePiGN8Sijh/i0n+aTn6/ljbzEJwd5M7x/B4l2FhPhp3CYubcys4N1/MrhkVFyHA0DfJkWq681WAr3V1Bodhb1PdADYP1rH3qent3j9hQvWU15ndrufty2Nu+l4KV2/dNSarJRUG9GoFB16r3RHothz9yYCQMGtmQMi8VErKdIbmTUo8qT/sabn63ngh10kh/ry5rwhbo+xHi1F0a49czarS1swvcFCdnkdaqW8xUKr23Iqee73fUzuHcrkPo6TW8nyt0nb9SJeMgvI5BDeH4p2we/3QcIEUHszODaAA89Od3YyabAhs5zfdhUwLD7Q7QbwDZkVfLDa0RqpowGgRqngnUuHug1w3Ik0HCZSfhCAEFk1j6u+xHzW//DRKKmoM+N7tHZeUyMSgvj+pjGEnoBerAVVBvYXVRPm58VdU3ohITE49lhhbYPVwLI9X7Fo8+tsbxSoSlYfRoVNZWLkDLILAxmTHEyirvnrd+1nm9mWU8Vb84ZwZqNg5O/9xeRUGNhbWM1bfx/q0iWqxsuj4f5erSZmtKUjGe1PzOnHE3P6tVjP8aft+c5M3sYBYGyQd6tJUQD7Cqt5869DTOodysAYHff/3y78vZTsevLMZscOTwjkqrEJjEx0LWVz69fb2J5dyaOz01qssdfUsj1F6A1m7BJMfGmFR5cSzVa78++sM0HaX/tLnFtKbvpyq8tzWbQtj8d/3gPA0LgAvrpu9HFvD/EUUey5exMBoODWluxKblu4nRBfNdd5IIOroQNESy1tz35nLTtyq/j6ulGtFoTdmVvFsjUbuDXnLnzCU2DeQtD48evOAh79KZ2pfcP58Mrhbm8bE+jN2YOjjn273/cbg3Y/CzLYrRrIgOsWoNdEIb0zkoCqHFj1Mkx9AoVc5rZQ8K68Kr7ckEOt0eo2AByTFIwMGJXU+ULRLQV/ZqudLUcqqDPbHGUnNn8EgCVsIMrSdM5RrAHdfp5dXusIDCYm8dDM5kuHgT5qRvicmELWaw6V8Z8fdnF6nzA+vsqRkXv3tzs4Up1JclI664qXUGOpBZUcuSRhr03FUDUaa20f/jms5NkHhxI5vPnJ2GaXqDVa2ZNfjdlqJ7DR7GWh3kBupcH5c3dboqoxWvhpez7g+FLQ0ZNpS/Uce4X7clpqKInBHV96TAnz5fLR8aRG+AEyJqaGNpvFatBSWZmCKgMFemOr+/jS8/X8srOA6AAt0/qFd2lx4uOlVsrZ8uhUjBYbmhaee0sK9QYe+bHl59J45nNbTtUJ3+t4Ioliz92bCAAFt15ZdgCAstrj3wvUmQyw/tE6Prl6BJoWZvcaZtcq22gHtyOnkvF7n8JHUQhHCuG7K+CS74jw9yLC34sgL2D5U1CcDmfOh5BjbdLGpYQwriG4LD0AP94IgH7ANSTOegm8VFSV1/Fc3aW8r34d1r3l6EAR5r6l27D4QO44PYU+ke5nHCf3CXPONHaE3S5RY7K22hml3mzlkg83AnDw0bGod30HwJ2VFzDcFss18sXw213IEj4Bjj8hpTP8tUoGxuhICvHBZrexMm8lK6vfwaI+yOE8xzHRFitzzUo+KriVMuux2Z/WlpVWHSrl6k820yfCjw+uGE6o37HZy5OxRFVea+KfA6UcLq1l1oBIogO07d6SUG208tjPe9Ao5Vw+JsHtyVQuk3Hlx5swWmx8e6P7xKmmLhoR53b2bEduFcXVRvpG+LdY6HtIXKBLy8PPrxnZrsds7H+XDqOo2khCK8XEj5TX8f6qTEYmBNEr3LdLixO311O/7qG42sijs9Jc9lg26EzWeFszuecOjWH2wCjWHi7DbLOj6oLe4J4kij13XyIAFNyKDtCyp6CaF89r3qKoIzpbTzDIR91qMeS3LhmCSiFvsx3c6fVLiFXsxarwQimXQ8bf8MvtTD37f0yNSYPvr4R9jsCI7PVw9juQNtf1Tox6+OYSMNdC/Hh0Z78ECsfj+nmp6Df5EjL3bSGpYjUsvpf6S37izb8zMFltPD47zTkr11pXh+NxoLiGWW+uZnRSMF9dN8rtLKCPRkmvMF98NEqknQvBUofeN5nfy5JYQTRXhKej1GfziPpbHnjulWZZ4A0kSWJpehFVBgtnD47u0kBxev9IxqX68uOhH5n14z3k1+aDGmTIGRs5nsv2r2BsRQFVcz/n5e9cP7oUMojUebm0DWvgd3RGxWaXmi1vnowlqr2F1dz7/U7A0YXm8dlpbhNb3PFRK5g5IMK5r9TdybSizszKg6WAox2eSiHn7b8PUVJj4rLR8aS2UpqoqQ9XZ/LbrsIOjbEtkuSo56fTHkuWaK0NXIPe4X5cPyGRpFBfKt0kpZyMpcQ/9hSTX2XghonJbgPAzmjPe06tlHfqy2B3JYo9d08iADwFeKKG0vtXDEeSpGazIx3R1T0lG2upw4ELfR6xm58HQDn1cQjuBQsvhp0LHSnOGX9DXQlodI6Zv/ytjhnCMbfB5IeRLEZkljr4/X4oPwz+MXDBp87gDxyB6p1npMKId+GdUZC9Btnu71iwMgCAh2b0Ra1s/zd4s9WOxWbHR9P+P81VB0qxS46N/y0tAasUckcpC0mCd+4C4JXKCYxNDuG1CwcjLwuGL+bClo9QhvWFkde7vR+ZTMa93++k3mxjbHIw8Z1YQnQnryaPr/Z9xaJDi6i31gMg2bSYK0fy+QV3MVpRDeu+BJUPQf3PZL61xOW9dcPEJO74Zju78vR8ctUIl5PnkLhADj47w+2expOxRDU0LpBh8YFsza4kxFfd7h7WAAHeat69dJjzZ0mSWLK7iCAfNUPjAxzHaFW8dP5Al32Zi3cXsa+wmql9wzsUACaF+DA0LoDIdpQBchdsN2W02Bj45B+YbXZ2PzmtQxnwvcL9eGSWox3ca384ViRkOFrrnaylxNtOT8FisxPV5PX4fksu6zPKmd4/osPJLWJZVOguRADYzXmyI4dMJqOD1Q1cHE8btsMlteRXGYgP8iahMyUSJAl+uxvMNRAzAkbdBHIFzPkv/HIb7PrGcVx4f7jwcwiIg7+ecizjrn8b1r+Ny1NXesHFX4JvKD/vyCerrI7zh8Ucq08XEAcT74O/nsZrzYvcMPZLVBq1S6uxQr2hxbpsAEt2F3LzV9sYkRDI9zeNbdfT/HZzDi8uc3S32JRVwbebc1p/fxxZDWUHsSi05ITNYd7IOMdMjG4SjL3d8fx/vw/qK+C0/+DuDTChVwg2u6NkzPHaWbqTz/Z8xl85f2GXHEk9ybpkLk27lMXrIrEFqAhQh8GehY4bpEwBlZdzJuyrDdkMjAlgat9wlr2+Emi+fK2Qy9iVV8WyPcUMjg1gen/XE/aJXqLy0Sj54eb2/T7bUm208vRvewGY3t+RoSqXy7hweKzLcVeMiaewytBieZEluwt5edkBRiYG8cJ5A52X3zOtN/e00e1lW04lF723nqgALdP7RfD3/hJumJjEBU3GAI4lUrVSjtlmp6zWjJ+XitIaE7/uLCA6UOuSjONOw5ffeaMcvyOtWkG1wXrSlhLntdDLe2NWBYu255Mc5su0fh2/39bec/lVBp75dS97C6t5/aJBJ2TVQBBABIDd2omcQWuPe77dQWZZHS+dP7BDswgNjmd57futuby3MpNrxyfymJum8On5ev45UEJskDdzB0c3v4Nd38KhP7DL1VhmvYmmISlj6OVQVwp/P8sW/6n8V3Yz8+WRxChUMO1ZiBkJv9wOxioAjJIKuV8Y6pnzIcqRjfz+qkz2FFQzKCaAUD8N9SYbWrUCr1E3w4YFyKqyeTh6Owy70mVIc95a22IbOACvo4GL2lgGbw6ByMFwwSctvkaden9s/hAA1ZB5fDZ7qut1ZzzD1gIjw458AP88D4YKx75IuevM2XuXu0+aaa/8qjp+Pvgnq4r/jz0VO52Xx2kHY6ucyMV9p3FBajxnJdlYsruIjVkVJO/9DRVAn9nO4yN1Wu4789h+y9/vmECtyerSbL7B1uxKFqzMYM6gqGYBYMN9nei/qa6YybfZJeYMiqLWaGl1/1lLgUsDg8VGZlkd0Z3oBKJWyLHYJMxWO0fK6zhUUouxlZJHf917GgHeKucy9uGSWp7+bS/JoT6tBoDdoR1lS84dEk1yqC+jjyNhq6X3XL3JytI9jlZwt361nQ0PT+n0YwhCa0QA2I0dzwza8Xrzr0MsOpp9WFpj6lQAGKnTMrVvOH/sLQY61qoq1FdD30j/Fkss7M7X88ofBxkSG8DIxCDX+7RZYPmTALxiOoeP381m71N9jy1XTbgHRt/M3a+vJ7e4niK98dhMXtpZkDodrAZKTArK6+2OWZRGJ9tpaREMPBr8/XOglBu/2MrQuAAW3TIOxt8Fyx6GVa/AoHmgdGz2t9sl6kyOhBWb5P5kOTY5mJ2PT8N3zbOwLhMqMmHsbRA9zO3xHX1/fPD5Z1yT+SsKgOHXAo5AekNmOcmhjlqHT9TMZZjFzFOqz2DjAijZCyOug9QZzufSWQargSf++pTF2d8h15QBoJApmZM8myvSruCTf4x8nZVDcbJjv9fHa7J4cekB4mVFXKnZj12mQJ46rcX791K5L9prt0v8sNWRRdLbTbuyk6GzwYzdLjHmhb+w2iSW33MaQT5q3nJTFimnvJ68yvp2lXEBR3budzeO6VQf29RwPzY8NAWNUo7eYOGKMQmtztLbJYmt2ZXOwNfPS8msgZGtlhLy9JffBjVGCxV1ZrzVSpfkobEpIa1WHzgeYX5enD04ip92FLhtrycIXUUEgN2YJ2so/Xg0+Lt+QiJ9Ijpfu2xIXKAzAHz30vb39LxuQlKrvWhzKxz7xLbnVjHuhb+Zf+4AJqaGklVWR9+KvwisKcSiDeFraS4xOu/me5VUWu4/OnvUbJlMqQalmjAvCHPTg/3Oqcc6ZWSU1gKNsgGHXwNr/wv6HMxbPkcx8loUchnfb811Foae+/ZatwGARqlAY62FrR8fu3D9u3D+R25fgw51bNnxNVdn3o0CO8WRpxMW3g8ZsPpQGS8u3c85Q6Idxa6Hx5JXdTMl/iMI++suyFrl+KcNcmQ4n/Yf8O7YrEdpfSkL9y/km/3fUmOpRq4ByeaFuXI0tspx3DJ3LpE6LZePrmZir1CSQ30o1Bt4+Wgm+hlyRy/fDbY+JJq9iGxy/s+tqOfH7fn4aJRc6yZx4futuewrqgHgtT8PEuqnOakzSccTzMjlMkprTNglR4JHS17+44CjtNGsvlw7PpHSGhPeGiU+aoXbfaGhfhqXgKbBXd9sJ6usjsfnpLW49KhWyp0JHIE+6laDv5YC33fa6CLjyS+/jb3+5yE+XpvFTacl8+AM99n9XU3nreKNi4fwxsXu658KQlcRAWA31rBZ+IEfdgOODdAna7PwFWPiKas1ccmoeIKPo+jvzZOSiTs6IzEyMbhLxlaoN7BgZYbzZ7sED/6wG9nRYHmh+g3GyEE14mq2T55Jndnm9n7OGtSxdnDuzB0czawBkVgbzlYqLYy/B5Y+QOmS59FHn0Wgv1/7A4Atn4CpGnzDobYY9vwIZzwFuuZ1AyN1Ws4ZEs2ibY5g3e1mckmCf+bDyhdRAoWxs/gu+kE+fvpPLh4Zy/iUEGYPjGRYvKOsx7H+o32hz1jY9jns/AZqi2Dj/wCJd7yu57stuVw6Ko4bJjo6ULhb3iyqK+Lj9I/54eAPmO2OWT27OQhzxTgs+uFgd7yvGk7qfSP96Xu0RM66jDLn63WGwhEALrMNZ7qbAGBPQTWv/ekoam0wW7nptGRncfCG4KuBJ2aSjjeY+fX28agU8lZLxyQEe9MrzBdvtRKT1c7I5/8C6HDixf6jHVjqW/ib6Qh3ge9Di3a367XvLgWE/bVKvJvsKTVabBwuqe1QOR9B6I5EAHjUCy+8wEMPPcSdd97JG2+84enhOF00Io4vN+RQVW/mvcuHkRblZkrqBLh6XNeUgACYNbB9s37t5e6EKuGIdXrJ8hgj34tNklGWejHhMlmzllLtkVtRz++7C4kP9nG7Zwwc7dc0SgVKhRxl43PEsKsoXfYi0ZRj2/sNWSmXtCsAqKurhZVv4gMw9UnY8bUjaWPT+3DG08duvOcnyN8Co27mijEJ+GmUaFUKrhyXQGTxalj4gCOJw1zn2Muoz3XcbsK9RE5+lLJf9qI3OJajWyrUC0BwsiP4PP0xxxiWPQSH/qQu9Wqyy+spqDICzWd57p8dQql8GT8e/hGr3QrAoNBBzE28hAc+t2GXju0pbOmk3hAABEp6hsscM4F/24dxk5tjJ/UOZUhcANtzqnjlj4OcOzSaqADHcd1hJul4g5l+jf7m3/3nMJ+uPcIlo+K4a2qq8/J7p/Xm3qPJG5V1ZufMcEsJR1X1ZtZnlKNUyB2FwY967pz+VNVbSGuhViU4AqDP1h2hzmwjOsCLUD8Nk1LDms2yu3vt7RJsPVJJkG/reyG7S6bsnVN6ubzOAAeKapj7zloi/L1O2P68khojBrONqACtsxeyIHQ1EQACmzdv5r333mPgwIFtH+wBv94+3iOPW6g3cKSsnhBfNb06sQfweNzz7Q7yqww8PLMvg2IDXK5zd0JtcLniTwD+tA9HZwqktYZq+noLR8rr0Kiat4PbU6Bn/pL9DIsPbBYArsso44bPt5IQ4s1vt09ofscqL3yn/AeWP0hs+rv4hsSglYFBOjaT6i4AkO36Bm9LOflSMKF9z0XtFeAIALd+ChP/Axpf2Pkt/HiD4wabP2Lw+LsZPPN2qCmExVfBwaXNxyNXwuzXYegVADwyqy8Xj4zF383MkL7egpdajlohP7Z0qFDCkMvgz8egIoNLUyVO7zOG6ECtyyyPXJuNOmg17xzag0zm+OWMiBjBTbHTGWFXIeszg4Pj9znb3Sma7AndmVuFwWIjNdzPGQBs++ktFDKJdHsCt5072W0A4KVSMGdgFDtyqpCA8S8eaxPWHWaSujKYKak2UVJjwtxK0kWgj5rM52distpb7CKRXV7PzV9tIzpA6xIAtifj1GqXmL9kv/NnlULGwWdnNDvO3WsvA25buN3x/zJ4oZW9kN2hgLC75fNak5UQX02nEmjaa+Rzjhnc6f0iWHC5+z3AgnC8enwAWFtby6WXXsoHH3zAs88+6+nhdBtV9WY+XpPFB6uzuHx0PM+c3b/D95FRWsvd3+4gNsiba8cnopTLXPqOtmZHXhWZpXUYLM2XopqeUBs+or0xcK5iNQBf2c4gYGM2v+0q4JbJKW6TSX7emc/jP+/hzH7hzTJbQ/00nDMkmng3nQr8vVTUmqwU6U2s2F/CuowyRiYGu5xItaOuhs3vINPnEvTr1ezw0rDCOpCfbWP5WxrO0+cOdj2h2W1oN78DwJ64y5goVzmSUYKSHMkgO74GXTT8dPPRQcRAdR6seA62fAz15WAzO4K9UTdB3GhQ+4DaFwLiwS+c/CoD2eV1hPl5ucwqgSO71C5JDHr6DwC2P3aG6/KWl78jQzpnHdHl64ge4UgiWXu4FJn3AbQhf6P0znYe3j9wFPeNuplhQf3gvwMdy9mGV7HYHJ0qzhoUxUMz+7i8Bk//tteRrXvZMKb3j+CiEXHM3XcEMiF+3AX0byFQKNQbeHbxXmfBnabLvN1hJul4gpnFuwqpNlqYlhbOHVN6cf6wGAK8W1/WlclkrWYJ67QqRiQEEubXjnqaTWiUcs4dGk1pjQmT1Y6Xyv0+w6avvRxcCoxL7ViO744FhMelhLDl0anYWupT2YV25lWd8McQeq4eHwDeeuutzJo1i6lTp3bbAHDxrkK+3ZLL+JRg556rE0mSJAY/7ZhJC/BWdXqfS2ZpHbvy9OzK07N4VyHjU0L48rpR7brts3P7U15nds0+ttvAYgCNb7MT6qqDpf/P3nnHNXW9f/yTEEhCEsLeWwQniLhwb7B11l231rpnbdW2alvraG1d/Vk7Xa2ram39urWCAxeKoKiAIFNBloQVQsb5/RGJhIQkbJTzfr3y0nvvuec+99x7uc99zjPw8J/N4DNKkKBwxDvDxmHN/x6hVKbA7F7ax8zejAMHIUdrYl5dVTua2/ERsqw3bAVs/HApHr9eTYRcATUFEMYcYOopZSTt45Ngi1IQbBSOYKNwyPkOMCqeARROAThCoCQfiD0FRu5TgGuBgRM/eR113GWuMi/f1e8A8UuAyAG/94FhO4CHf0N+fjWMCpQ+gGjWFwj+BrDx1hQawJ83k7EzNAHTurljzZDXycuCt17Bk8xCHJn9uoyY1gofzfoCKdeBhEtQdJiG0NRQ/N/Dn2Dq+hgAQBRGkOb7Q57bA5uXjle+uCP2KZU/ADj3GZr77kULewG6eVlpvNidzLlwyb8Hv4fngXgZUFoATrIyt5/Ar0J1lnLom+ZtDJYkoPrKzPrTj/EsT4yWDmZo52IOSy3PY1J2EVafeAhjJgO/v6qjrAt3a57WXJNX4rLAYAAd3CwrrfJibMTE5jHtDJK9/NjnFEkw/8A9te0NEdhRFVJzi7EjJB4cYyN8MVQ94V9d1ui9trwPolJFsKhGlDaFYihNWgE8dOgQIiIiEB4eblB7iUQCiUSiWs7Pz68r0VSk5hZj3oEIAIBlJV/9tV0ppLRctOGVT/ponSo0BH9Xc/w0MQB3knJxJjoDVnzDFUmNFAslIuCP94D0KGVqlJ4fw0H4+nzHdnCB9OZ1IAe4aTkMwa3tYWTEREpOcaVVDQa2rnoWf0AZrVsWOdzZ0xIKQtDRXV1Z/OfeMzzJFGNQ2xVoE7QeyLiv9N279weMCtOBkK+Vv4p0mqWc6i3Dbzxwae1rJarFYGDoD8rcfG1HIeg0D4HSs5jyTk94dX1Pa+LmMsrGYd+NZPT2sUUvb6XvHyFKC2BBiQxP1g1CcWklBe69+kJ0eT3+zbyJvYffRaZEmVqFxWCjOLsTSnN7gCkXvrawEQLcUFo1wbUAxC8xIe0rTJh3SakgV2D7cA9g6zDgsUh9g1VzZcLuSjBkmrcxWpIMpbuXNXKKSvX6sl6Jy4KpiRHiMwvx581kleW9Ksz58y6KSuW4/HHvWqvyUjb26SJxg0/HV5WiUhkOhafCmm+ioQDWJc4Wpq9TU1EodUSTVQBTU1OxaNEiXLhwARyOYdMgGzZswJdfflnHkqlT5qwPlI/QfE1dJEtls4wQv24QSuUKcKtR7LwMaz4bwW3sEdzGHp9rSeZsMKXFwIFxysAHALi2BXhwFBj0DeAaCDyPAJ6GwjgnFmKw8U1GexRHPMPMnpWnkdEH0VFWrTx9fGy11iw+EfUcl2Iy4WbJQxsnIeDgp/z1XgE8+lcZVJFW7sODLQSsmwOdZ0EmV4DBYCgtDGw+0HGm0gLo2QcYtUvpk/eKTDETf8gHYmaLPjqVPwCYHOgOQoA1Jx7ijxvJKgVw58T24LFZsOazYcRkQMhVV/4IIbiffR9/PT2Gc65OkDAYgCQNULDxgd8kjPeZgJvxEqTkFGOEvxOcyl5c8f8BWTGAiQD44D9gVxCQ+RDnt83Cd0bT8dPEAHjalFN2b+wAJCLltLf/RIBtppzC9uihR7FtHNO8dcU3o177Jv9xMxkCNgv9W9mpKYT2Qg42jfKFNZ+N5Jwi7LmehLZOwiorgC0czFAkkdVqjecy3sTr5GDGxUcDvGFZ7uN15d8PIJHKMbePF7xsaZ4+ypsLg5CaVHt9c/nnn38wYsQIGBm9/kMnl8vBYDDAZDIhkUjUtgHaLYAuLi4QiUQwM6s8aq4miMRShCfmgsEA+rVUD2lIF4nRbeMljS/qayu0O8u/KZTKFLj5NAc8NgvtnUzBODQBiL+gVJL6fgZc/z9AlKJ130T3MdhruRjTurnXyIIx4bebiEkvwHej/bQWZb/w6AWin4kwoJWdUsGrwP5byXjyohBD/Bzh72KOxJwiOAq56i/WwixlXWG2QFmmDsrp2JiMAhz+sAs6e75KmyOXAslhgGtXjWTMhBDki2Xgc1gGTUlde5KNfyOfwc/FHBO7uOlsWywtxsmnJ3Ek7ghicl87/ftISuElaYEMs2XYPbk7xFI5Wq0+BwB49FXQ68jTfcOAp6FAl3lA8HrgyUVg/0gAwPTSZVgwez78XS1eHSwX2OqrLN035g9lQu4qUha01JDTvHWJQkHg9dlpKAhw+9N+sK2kHnZ8ZgH+ufccNgI2pnR119pGXCrHmJ9vQCKT48T87jr9BbXR9/tQPM0qAgCsHd4Gk/TcS+V5065TxRmWdl+eR55Yir3TOqKXlo+/2mDD6ce4+PgFFvZrrr3SEaXG5OfnQygU1un7u7HTZC2A/fr1w4MHD9TWTZs2DS1atMDy5cs1lD8AYLPZYLOrnxOvOgi5xujfSnssa12nuEh7WYzPjkeDyQB2T+tU5f3PPcyAjYCN1o5mqjJQhvCyuBSTd92GMZMgrt0RpfLH4gIT/lIGN/hPVFbauP4DoJACls2U1TKcO8Kj3Xh8wRbgRkIOwpNy0cndEq46FMGlhyORlifG1rHt4FguUCSrQIKcolKYaJsKBXD0birOPXwBPpsFbzsBjI0YahbDCZ1fvxBf5Jeg3/eXYcRURkuqFDW+ZvqVsm3F5YNfjIwBz95a5WAwGBDqCQgoTzNbHka0d9JaIzYlpxh/3koGk/0MpabXcerpKRTLlAm32UZsBLkHYQzM4HtxPUrtHNA/Q4ovTzzCR0He8LETgGNiBKn81Q2Z8UCp/DGYQJfZAIAchx64bDIU75WewC/8X1CCoQBeKYDXtwOlBUgybgZTp/6ozmv1TZ7mNQSJTIHBvo7IKZLo9Mv1shVgWZDuer4sIwYePFNOtUukiiorgBLpazeRYomsSvu+Sdep4gzLCH8n1azMtD3hdVae7ucrTwEAH/0VSRVASp3RZBVAgUCANm3U/Yp4PB6srKw01jc04lI5ErIKoSBELYrWw5oHBtQj62rDpya7UIKfQhNQUCLD5bgs7f5gepDJFZi3PwIyBcH1FX3xy5WnePBMhC+GtEZbZ925DGUKghb2Anwo/g2MR/8CTGNg3J9K5Q9QRrf2X6Msu0YUSv+ychwOT1FLnr1xZOV/pG8l5uJZnhgv8kvUFMADM7sgu1BSqR9OT28bWPHZ+P5CLNadfoxvR/liTAcXrW1zCkvBMzGCkGus10q3Z1onsJgMrfVsa8rmC7HY/l88AHV3gZScYpyKTsLF1LN4XHgeRtxnqn3czdwx2ns0hnkNg5AtBPKfAxfXwzgjEgWSTOy5IYaXHR/npjgDRmygLKDmxo/Kf1sNA8yVY58uKsGK/JHw5MShXWkM+EfGAjPOK5X7W78AAL4uGo610G/JbEosOnQPd5NfYu2wNtiupQxcGYnZRXieJ0YzG76qUkdlsJgM7J7aEWxjZrWmew992AVpL8UokcnhZfN2ToNqS2R9LOL1s1FXScUPh7+e3ZAplMuNpQYy5e2iySqAbwoZohIcv/cM35yNgaOQg+srXycedRBysXFk1XxqDAkYyS6U4LdriRCwWfhutB/MOCyDfeLKKJTI0N7NAhmiEtibcRD9TIS7yS+RklusVwF0MufibN8M4O9/lSve+xnw6q/ZkKPZT8XKDwS6/0gvH9QCDEBjutiaz4a1jgooZRa+xKwi3Hiao9WCQgiBggCtHM0Q/WWQ1pQ2FdFWnqsy7ibn4t/I52jnYo732mtWCilPukiMHy7Fq5bLXl7uDoXYF30Il5+fBsNIAiMuwAQLQR4DMNp7NDrYdVC77unEAvkKF/gwU9GdGY2Tii5IOfkNCOsAGCBKa6xHD+DBEeUOgQtU+7pb87BrRne8LPoDCJsMZD0G/hihVOylRcgzb4NB3afBwpRWVyhPVoEEaS/FyC+R6mz35f8eIjQ2C18Na41RAc7gsIw0SyC+gsFgaLg25BWXYvqecLBZRjgws7PO593QmsNvMtpmWCpS21HMFf9+AQ1TA5nSNKAKYDlCQ0MbWgQNLsdl4puzSv8rbcpBVVJcGBowYs41waxenmCzjDAqQLdiURnmpib4a9brtCLz+nqhpFSO9m4WOvZ6RXoUcGKh8v89PgLajDT4uFWdFq9pObg90zuiRKrQsJJuOheDH0MT8EF3D3z2biswGIxKqzJUl6hUEfbdSEZOUaleBTAxu+h1zWBmMYzN7sNYGIEP/lNaGxhGgJmRAz70n4ChzYbCgqP9OiVmFyFa4QsfZir6G91FL2YURrOuvNrKAHITlD8AcOkCOL9OYstns9C9uTUep5vgauefEXh5PFg58UCOUjE1f/cLjGyu3YralFkzpDWKS2Vw1+PT6m7Fg7edGLuuJWL1vw+rnL+zuFSOiJQ8DXeGpoquhPNl1HYUc2OoXENpOlAFsJFjasKCtx0fXZtZa01DUCKVIyw+B7cTczCuk2ulfySqUpDeXsjBykEta/U8tEXKaqUoBzg0EZCJAa8BQJ/PqnSc2qj8kJmvtLo6WXAx2Fe3gqhQQGseQSMGA4Qo/baqwuW4LESl5qGzh+XrIJBK8HMRYn4fLzS30z8FZyskMBbeg5HgAVi8WDCYSmskE0z0dumNsS3GootDFzAZuqf7Pax5+Enhiw9xCsONrgMA5ISBozbzcAK9sL69CG6iO0BWrHKaXgs7QxNwIuo5vuvzfxgVOQMQ5yqTTGuz8lLgY6/Mhbn/VjK2XnyCoX6OWKUlqr7s78PXJx/ht2uJMGXrntq9+TQHBSUydHK3hNDUGBamJvh5UoBBCY7PPczAlgvKsnvTunm8leXKtEUtD/d3xD/3ntdZFHNjqFxDaTpQBbCRM8TPEUN0WKlG/XQd0c+U+Qi97QRo71q55aY6X5bxmQXIKihFSwcBzOt6ak4hB45NB0QpyDBywDGrFZjHrJp/UlVTTeQVlyIppxhcYyPVizY+sxAbzsTAy5ZfqQKYmF2EwduvwpjFROTqgRrbP+jpiUmB7uCzWdgREo9neWKM6+iitxLKhUcZ+PNmChb1a65XAdSVrBoARBIRLqVcwoXkC7iZfhMcx9dTiIoSBwx0exef9nwfNqbKYJRSmQIMhkLny9xByMXQoe+h5Mx34DCkyCemiOi8BbvjHBGTUYCUoN5w6zpa6753knJRKFFGLPu5mMPI1g2Y/A9wbSskXZfiQfJLcIyNtEZVU4AX+RJkFUhQoseV4NN3WmLpQG8w9PhSfnL0PlJyi/H33K5o72oBrokRggzMi/l/l+IRk1GA9adjMLVr7dUNb2xom2FZFuRTZ1HMb2KqHMqbC1UA33AKS5QReN28rDSSEZenKl+WMrkCCqKs8bnoUCQePs/H7mkdDbfiAfjkaBTiXhRiyQBv9PK2QaFEhtiMAsgVBJ08KpHz4XHgaShkRhxMLl4Mz+zqTUNVZVr8+L1n+PJ/j/BOW3v8OEE5XSk0NcZ7/k6w1uGPZ2lqgqJSOVAqxzdnYzCtm7taWS0zjjHwavHcwwzcTxOht7cNfPXMqHd0t4RcQaqtBOWW5CIkJQQXki/gVvotyMjrCE13M3cE2veGl2l39HD31RiXny4nYPOFOIzv5IIN71VeF3tUF2/kFyyDJD4UkuBN6O3RFkyvLJRI5WjpUHk6hR9DE3ApJhMb3muL9SPavlrrDIzejbSsQoz64TLMOCzc/yKoWuf+thKZmofknCL0aG6Nga3s9AYIMZmGuRu0cjCDJc8EJtWw3gW4WeDBMxEYDFQaKf+2UDFqua6jmBtL5RrK2w9VAN8Qlh6ORG5xKb4d6auW/+vs4p4oKJHBjMvSmWrl74hn6NPCFv89zgQAGDFQ6ZflhUcvMGd/BDq4WcDNyhQlUjmMqugTdD9NhJiMAiheaZxRqXmY8NstNLfl48LSXpo7KOTA5W8BAIUdFmC+41DYViEgoiKG/pEuKwdXvtpJa0chNo9tp3M/My4Llz7qhUHbrmJnaAJG+DtVWlf1gx6eiM8s1KkclTGsnZPBaR9e5JdAyDVGdkk6LqVcwn8p/yEyKxIK8nra2dvCGwPcBmCA2wA0M6+8jOCsP+7g3ENltRFDUvaYDVgBDFihWu7prZnSpiKulqZoYS+AayXBA+5WpuDXQfTzm86+G0n4O+IZVgxqUWlZQwB49DwfG848hrmpCX7QES1cxk+TAtSWRWIpHj3Ph4DD0vsB8sXQ1vVaGaOp8SalyqG8udC/to2cX688RWhcJsLicwAAL4ulagogx9hIbw6vtJfF2HIhDjIFQd8WtvB3Mcd77ctVbKhAWSk4tjFTZRWrKlvHtUNiVhH8XMwBAHZmHDiZc+FgXskftUf/ANmxAEcI8z4LMFRLhG9dMKitAwa1dajyfgwGA542fEzv7oF8sVSjPmvciwJcePQCjuYcjPCvXiBNZRBC8CTvCcb+8Qsk7Psw4qSrbW9p2VKl9LkL3Q3qs0zpm9enGWbpUDJqgi6FoZkNH6Ef96mT477peNuV1U7WndpFriC4+iQbAOBqycVQPyeVW4MhPE7Px/hfb6KZDQ//fdRbZ9vaLj9JoVDqnyZbCaQ2qI9M4h/9FYVjEWnwtuNjZg9P9G9ppzUJbIlUjqdZRXC3NtWY/hEVS/HbtaeIzyzEzon6FTqZXIFiqRyEaA9wqHUUCmBnoLJsWO9Pgd7L6/6YOqhqyhttnIh6joUH7yHQ0woHP+xSYxkURIEH2Q/wX/J/+C/lP6QUvM4VxgQTAfYB6OfaD31d+sKBX3WFNl0khhGDAatX5eCqSlJ2EdJFJXC24OpND3LuYQZ+upyATu6WWPlO7QYbvc38FZ4KYxYDfXxstfrj5pdIcf7hCyw7EgUA+GliAILbGF7r+m7ySyw/dh+ulqbYNbVjpe3qovwkhVLf0Eog1ALY6JkU6Iae3tZo6WAGbzv1r/lCiQw/hsRDwDHGkTupeJpdhAMzO6NrM2tVm7Iv9fc7Vx4hXBGWERNm9RnV9+gfpfLHFgKdZ+HJiwIUSmRwtTSFlY5cfLVFRWvG3P0RuJWYizVDWumcjg2Lz8btxFx0dLdE9+bWatvcrUwxpoMzbAUcJGQVapaBq4T/RT3Hx0ej0MnDCrunBuBe5j1cSL6AiykXkVmcqWpnwjRBoGMgujr0RpB7X1iZVu7/aQg1teL8cCkexyLS9E5TAsoPknspeTTfXxVZd/oxRGIpLi7tqVUBNOMYY1SAM4okMiRmF8HTRnfamI1nYnDjaQ7m9W6Gga3tEeBmgYva3DPKUZVsAhQKpXFDFcBGTjsXc7R7NY1akewCCX4MTQDPxAiBzayQU1SKvOLXkZ7avtQH+zoi7kUBGAxGpf2W52x0Bg7eTkFnT0vM7e1lkMyP0/MR96IArR3N4GWrZwpKoVD5/iFwLsA1x+Zjd3EmOgNfDWuNyYHuBh2zupSvGlI2RlkFEuQWlep1jv/vcSZ2hSViVk9PDQXQ19kc344yx7G7aej3/WV097LGnx901isPk0EgZcUjUXEa/Y8uR7Y4W7WNZ8xDT+ee6O/aH92dusPUuHZTQ/wdkYa0l2L0b2mHVo5V+yJ2NOfAy5ZfaYDC/bQ8LP0rCm2dhPhooDd+nhSgNqV562kOfrqcgLZOQiwdqLuMWVOEEILePjbILpToTFAOoNL6vxVJyi5CVGoeMgsk+hu/guapo1DeHqgC+IbwIr8E2YUS2JlxVC8AUxMjTOvmDgYY+DjIBxxjpmrasLIv9bxiKTaciUGP5tb4Y4Z2heRGQg5uPs2Bn4sQL/JLcDkuCzw9OcXKc+ROKnaFJWGonwO2j2+vWv/9+ViExWdjQb/mryOKH59QVoRgC4HOypqxFjwTOFtwNfzqapuKWffLxuh/C7qByWTAwUz3C83jlYXl5ytPMaWrGxzNNRUysVQOPpsFR/PK/bcIIYjOjsbpxNM4l3Qepu6ZyAMAMSAwEaCvS18McBuAQMdAmBjVzZi8LCrF0r+UU4cultwqK4AfDfTBRzoUt+d5YsRnFsKMw4KzhalGib1neWKExGZBZkAOuqbGHzeS8OfNFAzxc8C2cbqDO+IzC5EhKkELB4FeRXFWL0+MCnBGCwfD/QRpnjoK5e2BKoCNnOhnIsgUBN+fj8XVJ9lqVjFbMw7WDNHuWF/ZlzrHmAkbAVuncnXzaQ62/fcEE7u4YmpXd2wa5at3OqmMw+Ep2B2WBAD4X1Q6unm9rmP5NLsIESl5SMouAnygrCt7fpVyxy6zAa45AJRLEVK3VDZGT7OKYMk3gZBrDCEq94EsEL+2tnb/JkSrL9TELm6Y2MUNUrlmQuineU9xOvE0TieeRmpBqmq9wFiAvq59EeQehC4OXWBspCnD9YRsnHmQgQ7uFrVSLL64XG45Aaf2/T47e1hh/wedwazEtzLAzQLfjvKtUim8pkJukRSxLwrQQaS/is4nR6MQkZKHnya2R3Ab3b6g/hVyhobEZmLXtUR0cLPEov7Nte5D89RRKG8PVAFs5Cw7EoWYjAJ4WPNgIzDcQd/DmgcGAyAVvtQHtLLDFD2JW/1chJjYxRWdPKzgZSvQP437ijKLWtkhK9bhnRLojiG+DmjtKASKsoF9wwFRCmDhAXSZa9AxahNt1gwGgIWH7ul1cE8XifHd+VjVckVfqLgXBXjvx+sQcFi4sbKfKrlyan4qziadxdmks4h7Gafan8viordLb7zj8Q66OnbVa+m7l5KHP24mQyyV14oCeDn2tX/hh/vu1LpjvwXPBN28lNPkxaUyRKWKoCBEtc7NiqdRj5miZIS/Ezq6W8BeTxQwAHja8BGRkofZf0bg9qf91DIG6OPZSzGuPsmGqR5fVZqnjkJ5O6AKYCPH1oyDghIZto1rp1FFQiZXgMlggMlkQKEgWPVvNJ5kFuLXSR3gIORio5YvdW3TlBXp28IOfVvYVVnWyixq4uu/AuZG6NRyKODhApSIgL3vKdO+CByByf+qrH/1SUVrBhNKpdUQB3d9vlAsJgOFEhkYDCBbnI0ziWdw6ukpPMx5qGrPYrDQzakb3vF4B71desPU2BT5JVL8eSMNMoUCH/asPJiio7slFvT1QusqTtVqI10kxuf/RKuWq+PYf/HRC+y9kYT2rhZYMsBbZ9vneWKM//UmzE2NtVZRoajjamWKyLQ8LDwUif4tbbFxZOVJur8e3gZH76YBADh6FLnU3GKk5hbD1kzpv9nNyxpbxvrBzgClkeapo1DefKgC2MjZN71Tpdv230rBF/97iBH+Ttg8ph0uxWQiXVSC+KwCBLhZ1sqXeqlMgfjMQhSVynRWGgG0W9TaMxPgeevVNO+5TwGnDoBCBqRHAabWSuXPwk2tn5n77gBQvswMeRnVhPJjlFMkwfwD99S2V+bgrs8XykoAfDFejB/vHEGfvz4GXtlFmQwmOtt3RrBHMPq59oOQrZ7vsEgiw1cnH4HFZOhUADt5WFZeUaWK1IZjf1ahBFefZFeaRDokJhNgAP4u5hBwjNHMhqcWyZouEuNlkRQ2AjadBtZC5isf4KJS3WXg2Cwmor8MQnGpDAK27j/vB2+n4MfQBEzt6o4vhraGhzUPHtbUCkuhNBWoAvgGUyiRgRDAmKmcXlzS3xssIwZcLE2x/1YyBrVx0PqlfuxuGv64mYwBrewwr49mZG/5HHQvi0vxzvarMGIyEL9ukM78eA5CLtq7WuBO8ksASoXoi7bZQCwAthBEkg/GM6VyB7YQmPQ3YKNuLSKEICQmEzIFwdphbao7NFWibIzSRWKDHdy1+UKtG9EaKcX38X8PTuBC8gWIZWLVE9bGqi2GNBuMIPcgWHErr/Er4BhjiJ8jTI2NIFeQauXkqyq14djfxdMKW8b6wakSC/O6048Rn1mIAx90Rlcva41Ew3uuJ+Hny0/xQXcPfD64VXVO463leZ4YFqYmWDu8DQL11IdmMBgoKJEiMbsIcgXRqcDbmXHgbcdXKdw0uTOF0rSgCuAbQlh8Ng7eTkFrRyHm9FZahj7o4YExHVxUSsKYji4AgGtPsvHZ8WhsuRCHW5/211AiRGIpIlPzYF+JdW3RoUicfpCOVYNbYUwHF9gI2DDjsCCRKfRWHSl4VZv4s3daYrCfAxxO/Krc0PczJNr0w57ft6OLcTzembwWcPDT2sf3Y/xQKJHB3LQeklCXo6oO7uWth44WRtgRvR7rzp9RbXfmu8CD0xNOrK74LKinQTLw2SyDyniVKQWG5BbUR2049uuzHvnYC2BsxKy0EgyHZQQbAbver/mbwLX4bHxy9D76trDFpC5uOtt+ezYGP4YmANCfpHlKV3dVyhia3JlCaXpQBbARI5UrMH1POLjGRuje3Bon76ejSCJTKYBslhFsBJoKAAGBr7MQvs5CrRakfi1tYS/kVFqbtlSmgExBwGQywDUxQvhn/Q2W+fSiHohMzUNbJyFMGHIg5aZyg3t3WJm54ZLZcDw042Cgvb/Wm4/BYNRKUEN1qeq0uYOQCzZbjEWXFiAyKxIsBgvDmw/HUM+hiIo3h0SmqJNchgO3XEGhRIZLH/WCpw2/xv3VtWP/jvfb69y+ZIC3Xt/BpoqNgI12LuZ6p2fTRWLsfKX8AYb7ctLkzhRK04QqgI0YsVSuqu25uL831gxpBXcdkZJyBcHtxFw8SBPh50kBleYB0xdx+e1oX3wxtDX4lST11YURk4EAt1fpJVLCAWkxYGoF2LSEkMnEteV9q9xnfVMVB/eneU8x97+5eFb4DAITAbb03oLODsr8iqO2nYZcQTDc36lWLHVllEjlqrQytekvVxPH/uJSGeIzCwFAI1hJG3P+vIusAgm2jmunkROQok4fH1vki6WQKwiyCiSVXvPE7CJUcOU0yJeTJnemUJomVAFsxJgYMbF5jB/EUjlaOgg0kvMeu5uGzAIJBrSyhZetAHuvJ+Grk48AAN+dj632NI4ZxxhmtZELLumq8l+3bgDTsNJyhRKlIiHkGjd6h/TIzEjM/W8uCkoL4Mx3xo7+O+Ap9FRtb+VghuJSGdLzxFUKZnl3+1UkZhfhr1mBaOMk1NjOMTZCzNpgFEhk4Otx9K8v4jMLMfT/wuAo5OD6yn56299NfonMAgnyiqVw1p/ersnz/fk4pOQW49icwEoVwKr6cl6Pz8aO0Hi4WpjS5M4UShOkHgu+UqoKx9gI77V3xoTOblqDLw6Fp+CbszGIe1GIdJEYX596pNpWNo2TLhJr7Ts+sxD/Rj7DkxcFeuXYfD4Wk3fdxu3E3ErbZIhKMGxHGP7v0hOQsuSDSdeU/7r3UGubLhLjekK2VtkePhNh+I4wzNgTrleuhuRm+k18eOFDFJQWwM/GD/vf3a+m/B0OT8GDZyIkZBVhxI/XcTg8xeC+xaVyFJfKUSSRVdqGwWDAjGOsMyinPuGxWXAUcrTmnTsbnY7+my9jXbn786thbfDTxPZweWX923oxDvMORCA8qfJ7rCnTzcsKPZpb6/yQKPPlNHp1T+jz5cwtLkVYfA6eZhdVaT8KhfJ20DjMBxS9SOUKZIhKUCKVo7mdMjFz/5Z2cLPiwd2KV+VpnB0h8Th+7xk+DvJR9VfG4fAU5BVL8U5bB7hYmiIyTYQrcVkY5udYaeqRSzGZiErNgxEDmN+3OSArBVJvKTd6vFYA5+2PwKkH6QAqdzZ3MucalPS2oQhJCcFHlz+CVCFFV8eu2NJ7i1pd3ool5iomxNbH71M7wojBgK3Zm5MOpZkNv1LLX0puMeIzC9GmnAU7uI29WpubT3Nw82kuglvbV9y9yXM/LQ9RqSIIuCy9UeFV8eX0d7XA6sEt8fOVp3AQcnFtRR+a3JlCaUJQBbARU1AiRXJOMQSvfPF6bQoFz8QID78KBgDM6vU6T1xVUpgAgJ+zEGkvi7VOJ+26loTYFwVo7SiEi6UppnVVVvDo4F75XJ2vsxAf9vCAe9m07fOIcv5/LVQynn6l/AHanc07e1ohbEXj9RM8/fQ0Pr32KeREjn6u/fBtz281qnbU1KdK39R3SGwm/nv8AoGe1njXV3e5r8bAcH8ntHEUwoxbuVvBjO6eCGptr3XKu6lz6n46HqXnAwC6bbyk17XDUF/Oa0+ysPbkYxAAk3fdxtfD22CinihjCoXy9kAVwEbMgzQR3v/tFrzt+Nj/QRdwjY1gymap5ekro6qpPKZ280BQG3skZhchXSRWaxfU2g6tncxUVrg+LWx1ylkxhYQRk4Gx4lf+f+7dgVeyVtdJvbFwLukcVl5bCQVRYGizofiy65dgMTUfodrIq6eLiOSX+PNmChhgvBEKoFxBAAZgxX+tKCdmFyEzvwRuVjzYCzkY0KrqlWeaAukiMX69+lS1XFsRuhXLNgLAmn8fol9L2zfiWaRQKDWHKoCNGQZgb8ZRVUd4vDZYtanMz668IliV6R9deb+WDvQBpGJltY40FmDCB9h8gGcDsNQthpWlkBje/ArYgJr/X10rRnXJpZRLWHFlBRREgRFeI/BF1y/AZGh3oa1pXr3rCdmIy1BWc2nrrGkR87bjY4S/I3y1bGsoCCGY82cExFI5to/3h/CVta+y++ybMzE4+zADa4e1xqQ6SJPztlBXEbo08pdCoVAFsBHTtZk1bn6q3a9KLJWjzZpz4LFZuP1pf1WaEUOmfypT2no7KmD3/D/gyXng6WVAph6kITO1A2vKccCutWqdtheJESkF69lt5UI5BdAQxejviDScjc7AgFZ2GN3BRed51BdX067io8sfQUZkGOw5GGsC11Sq/JVRk7x6R++m4e+IZ1gxqIWGAlheofo38jkUhDSKhL0MBgP/xbyAVE5QJJFByDXWmV/O0ZwLT2seuCbKP0EJWYVgMRlwEHJhwqKxaWXU1UfTm/wxRqFQageqAL6hFJTIoCDK2rEc40pemFIxkHYHMDFVWvGMTQGOEInZpRpKW2vEw3r3DEBW/Hol3w4wYkNSLAKztBDGxS+AYzOBmZcAY+X0sDZ/tXbMpzCSlygthjY+atuG+jlByDVGUk4xhrVz1FCMHj3Px/lHLxpNCpjwjHAsCV0CmUKGgW4DsbbbWhgxDcvpV928ev6uFpDIFBpj0NgT9q4d1gYsI6bK10+XlWn1kFZYPeR1ybdRO6/jZbEUF5b01AhKasrURpWW+uyXQqG8OVAF8A1iw5nHeJ5XgmUDveFiYYrbn/VDkUReeSqQvBRg72D1dQwmfNvPBpPRDQqi3M8aIvxssgVGsmLAthW2ZbbDFbTHjg8mwt6ci5DodHx//Dr+xkcQZD4E/vsKCF4PQPkiebetgyqy14jBwKo2OUAc1Pz/ykgXiTH7zwjw2SzMLhfEUsa7vg5wt+ZVWqWkPnmc8xgLLi2ARC5Bb5fe2Nhzo1afv9pmUhc3rSW/Gvu03bhO6pbIqliZTE0MKzXYFKmrKi11Xf2FQqE0bqgC2Ig58yAdJ6Keo0dzG7zf2RUXHr3A06wiTOzsCjcrHmwFHECfscTaGygtBkoLlVG58lLw7/6Ii83SMTBhJBhEgZ0mW+HAyAWsmoNMO4MtX4YBAFivpuKC2zgguM1III4PHBgD3NwBNB8ANOsDANgxoT0+F4mVLxIrLhyObVUe2727hjhWfDbcrUxhyTOBTK4Ay0jdeunvagF/14bPDJyan4o5F+egSFqEjvYd8V2v72DMbNg6tW/atF1VrEyNOfK7MVCTKi0N0S+FQmn8UAWwERP7ogBnojNgyVNGT37YwxNFpXK4WBr4wrfxAeZXSKh8bz9wYj48047jQRsp8gkfdvGxANsMGH8Q4Ahx9ZM+KJUrYGGqnt4E3kFAhxnAnd+Bf+YAc64Dpsq8gKoXyb39yvx/TGPAa4CGSEKuMUI/7lPlsahPssXZ+PDCh8gpyYGPhQ+29dkGtlHD5+RzEHKxfkRbrHiVY5DJQKOatkvNLUZ+iRTOFqaqIJDKrEwXHr3AnzeT0dHdQpk3kkKhUCj1ClUAGzF9W9jCimeCZrZ8AOpTbLEZBbgUk4lmNjwMrEryXP8JAFsAHJ0O7pOTUL6OGcDI3wDr5mAAuhXMgV8DiVeAnCfA8dnAmH0qf0DkpQBnliv/3+dTwKLqOcXK6sk6mXNrtX6uoRRJizDn4hykFabBie+Enwb8BIFJ/fqk/XPvGdaffozuXtbYPLad2rZxnVzR09saT14UwsuWD6dGVEd3/sF7iErNw6+TO6ilddFmZcrIL8HluKzK/VcpFAqFUqdQBbAR4+tsDl9nc63bolLz8M3ZGPTxsamaAggArYYC7x+G4tAEMGVipHdYBgfvoEqbF5fKsPzYA4jEUuya0gGskb8Cvw8EnpwD/nwPEwsXIp+Y4i/uBnBKCwCXzkC3RVWT6RULD97Do/R87JnWEb19dOcfrG3kCjmWX1mOmNwYWHIs8cuAX2DNta5XGQBApiDILJAgu6hU63ZHc1M4mjcexa8Ma54JbAVslC9W8fC5CIsPRaKZDR8/TQpQrQ/0tMKmUb5ws+Ihr7gUq/99CB7bCBve820AySkUCqXpQRXAN4iCEinyiqXgs1lwsTTFyPbOaOlQTeuUVz/83GI3IiJuw4PxHj59tTq/RIojd9JgamKE8a8sjsZGTPwv6jkApYWuhaM/MOEIcHgSkByGL0kiLsgDwGFdV0YaD98J6IiU/e5cLMISsjG/jxf6tVRPAMxns2DGYUHAqX9/u813N+Ny2mWwjdj4oe8PcDVrmPQq/VrY4tTC7ppT8I2c36d21Fj3skiKJ5mFGiXMvGz58Hpl2U7JKcaJqOcwNaEKIIVCodQXVAFsxKS9LEapTAFbMw74bBbWnXqMQ+Gp+GiANxb0a47AZlY16t/SrTWK8yzgavU63Uh2gQRrTz6CgMNSKYB/R6SBAWVN23e2X32VzLc3MP0cyP7RaJafhmYspYKIgV8DVprRveVJzC7CvZQ8JOcUa2z7a3Zgjc6puhyLO4Z9j/YBAL7u9jV8bRpOEbHgmaBEJkdidhEYDKhNnyZmF2F3WCJcLEwxs6dng8loKG2czHDgg846a9gKucb4/N2W9SgVhUKhUKgC2Ij54sRDXHyciY3vtcW4Tq7gsVngGDM1UoFUl7EdXTWSCHNNjDDUzxHsVxHAFUtGqeWes2sFxgcXgQOjgYwHQLN+QIfpeo87rZs7hrZzRKtGkOoFAG6n38bXN78GAMz1m4tgj2A9e9Qtuqq0JOcUYd+NZLRyMHsjFEBzUxN09dKcRi+RypGQVQiFAmjrLMQHPRr/uVAoFMrbBFUAGzFslhEEHBZM2crL9Pm7LbFqcCs9e9UMByEX28f7q5b15p4zcwCmnQWehgLN+mrk/dNGB3fLWpa6+qQVpGHp5aWQERkGeQzCbL/ZDSqPvmTPLpamWNjXCxa8xjc9fPRuGkJiMjGwtR2GtXPS2TYhqxDvbr8GWwEbtz/rX08SUigUCqUMqgA2YnZMaK+2XD7h88KD9xAam4nPB7fCmDosmaYv91xmQQnuJBXAzqwrAkxqFphQUCLF/AMRUBBg43tt6zzCVSwTY0noEogkIrS2ao2vun5VeVLtekKfwt3Mhq+s1dwIeZyej1MP0uFiaYph7V6ve/ZSjGa2fLXKJgK2MWwFbFjz2SgulSGnsBR8NqtRKrYUCoXyNkJzMLyhvCwuRX6JDEY1UFjCk3IxcMtlzNx3p9I2Zcl8y47CqJB77kGaCHP3R+DL/z0y+Lj5JVLcepqDm09z1Nbvv5mMy3HZuPokGz2+DcHh8JQqn5OhEELw5Y0vVRG/W/tsBYfFqbPjGUqZwl2expzsuTxBre3x5dDWailgjt5Nwwf77uBQhWvpamWK25/1x+lFPRAWn4Me34Zg2p7wil1SKBQKpY6gFsA3iAdpIhy4nQIXSy62jfNHblEpbPjVT1AslSsQ96IQpJzF6XJcFpYcjkQ7F3PsehXVObajK+4kvcS5hy/wQQ8PNb9BrokROrpbqCI6DSE6TYT3f7sFL1s+Li7tBUA59fntuVhVm7quc/vn4z9x6ukpGDGM8F2v72DPq2IqnTpCX/WMghIpAIBnwgJTR2BFQ9DJwxKdPNSn9+3NOPBzFsJVR25JuYKAzWKCS8vAUSgUSr1BFcBGzKfHH0AiVeCjgd5wNOfiuUiMg7dT0N7VHHN7e6kqhFSX1g5CHPigM8zLpRsplsiQW1SqUjTK2DTaD5tGa/bRtZk1ujarWq48G4GyHJyLhXp0a33VuQ3PCMf3d74HAHzc8WN0tNdMX9KQ6KrR+v35OOy5noR5fZrh46AWDSilYczs6ak3WCW4jT1ivx4EQmopuolCoVAoeqEKYCPm1P10iMRSzOmtTKvibSfA0gHecLaoHYVIaGqsEaHZw9sG55f0BKsOrUvN7QQa5eDqq85ttjgbH1/+GHIix2DPwXi/xfu12n9tUVmN1kKJDAAaJE+iPopLZcgqkMCIyYCzAf6bSw9H4mVxKb4Z6QtbM06D+19SKBRKU4IqgI2Yj4N8UCiRwUagnOb1sOZhYT9l3dTfrj4Fx9gII/ydwGPX3mXks1nwtqvf0meAUuFZOsAbmy/EQUGgMfVZG8gVcnxy5RPklOTAy9wLqwNXN1qlY97+CIQn5WLTaD/08rZRrd80yhdrh7UxJNi63jkbnYGlf0Whp7cN9k3vpLd9SGwmXhZLkSeWwtas4f0vKRQKpSlBFcBGzMQu2mvpyhUEX596DAAY1Ma+2gqgXEFwKSYTxaUyvNPWAcZGlccEJWQVYtvFJ+CxWdjwXlvV+o1nYhAWn42ZPT0x1M+xWnKUEZNRAAUBJnZxxbw+XrU+9ftj1I8IzwgHl8XF972/B5dV+76FtYVILEVmgQS5RRK19QwGo0FqJBuCqQkLfDYLJkavtdMP9objZbEU60a0QQt79byPK99pCRDgfpoIu8OS0LWZFYbU8B6iUCgUimFQBfANQqEgyC+R4mWxFO+1d0JhiQx8TvUvISFEFQHcs7kNLHgmePhchAdpIjSz5aNjuXx94lI5TkQ9h62ADeC1ApiQVYgHz0QaPoP6+PT4Azx6no8vh7aGn4s5AIDFZIDPZqG7l3WtK3/Xnl3DL/d/AQCsCVwDT2HjTjy8anArSOUKuFo1/ujfMoLb2CO4jXowzf00ETILJJDJNf37ytIXfXcuFgdvp4DNYlIFkEKhUOoJqgA2UqRyBdLzSsAxYcJWoJweyy+Rot1XFwAAT9YN0mmxMwSWERMd3S1gbMSE4pUDfmhsFjadi8WYDs5qCqCLhSk+f7elajq6jGUDfTC+k0uVp41j0vMRmZqHdJFYpQBuHecPQghqOxbgRdELfHpVWe14jPcYvOv5bu0eoA7wsdc+nlsuxEEqV2ByoDvshY1/2nT7eH/kFUvhpkOR7eZlDRMWE77OwnqUjEKhUJo2VAFspGSIStBzUwi4xkZ4vFZZmszURHm5TFhMFEvkEJrWPI3jkdld1ZbdrXjo39IOrR3VX8ZCU2Ot5bp87AWVKiu6WNzfG2KpHP6vlL8yGAxGrfq3yRVyfHbtM7yUvERLy5b4pNMntdd5A/DHzWTkFpViWDunN0IB7OJZeb3qF/klyC0qhY+9oMZ1rSkUCoVSNagC2EiRyBTgmRip+XuZsJi1YvnTxbu+DnjX16HO+i+jZ7nAhrpkz8M9uJVxC1wWF9/0/AZso+rnTaxPkrKLcDf5JWzN2OjR/PVYTQl0x8viUg1LbGPgRX4Jvj8fCyMmU81PtDJW/v0Al2Iy8c3Itho1qSkUCoVSt1AFsJHiZcvHw6+CNXKjGRsxERqbiYUH76GDu6UqWXN9kJlfgqxCCVwsTWH2Kg3J2egMCDgsdHC3AJtV/eCEO0m52H4pHh3dLLDgVaRzTXmQ9QD/d+//AAArO62Eh9CjVvqtD64n5ODT4w/Qv6WdmgK4qH/tjE1dUCKV4687aeCZGGHDe21RKJHh1tMcmJsaI8BNs/6zJc8E1nw2CkpkeFlUCj6HVacfNxQKhUJ5Df1r28jRlqYkv0SG/BIZxKXyGve/8u8HCNpyBZfjsvS2nb43HO9uv4Y7SbkAAJlcgdl/3sWE326hSFI1WXKLSnHraQ6iUvMAALEvCnAlLguRr5ZrSpG0CMuvLoeMyDDQbSCGew2vlX7rCzcrU/Robo02Tmb6GzcSLHkm+DjIBx8HKWsVJ+cUYcbeO5j9Z4TW9t+N9sOdz/vj5tNc+K+9gKN30+pTXAqFQmnSUAvgG8ZvV5/i4fN87JzQvlq+dxVJe1mM2BcFyC5QphtZe/IRzj/KwNzeXhjfSX1azlbAgY1AAumriE6JTIGO7hYQiaUQVDEaOSQmEx8diUKP5tb4Y0ZndGtmjW9H+sKKX7PqJmWsv7UeqQWpcOA5YE3XNY02319ldPOyRrcKSbplcgVKXrkGNMbzEXCMMa+Pl2qZyWDA11moVmlGGzKFAgDAZtHvUQqFQqkvqALYSLmX8hKHbqfCx16A6d1fT12eepCOeyl5GNTGHp42htffrYylA7wxq2czeNsr+8oqkCA1V6zVulhxupnHZmkEkRiKvZADT2se7F8lAHa35sHdmletviryX/J/OJFwAkwGExt7bISZyZtjRdPFw+f5GLYjDE7mXISt6NvQ4uilpYMZTszvrrfdnmmdIJMr6kEiCoVCoZRBFcBGytOsIhy+k4qe3jZqCuCoAGf08raBp03tKEv+rhZqyx8H+WBqN3c4mddtkuRuXta4tKx3rfebI87BVze/AgBMaz0N7e3a1/oxGoqyMnD8Wqz8UttkFUhQIpXDXsjR6893KeYF/o54hg5uFpja7c3xz6RQKJS3gcb7JmnitHI0w8dBPhqK2ITObgiLz8atxFyUyghaOdaudcvF0hQulvWffPh6fDbshBy4WZqCVc1AAEIIvrrxFXJLcuFt4Y257ebWspT1R5FEhmE7wiASS3FteR+wWUbo2swKj74KgkTaeK1lfb4LRaFEhtBlvfVadJOyi3HyfjoYDAamdqsnASkUCoUCoIkHgezcuRO+vr4wMzODmZkZAgMDcebMmYYWC4By+mxeHy8M93fS2HYsIg2fHY/GlSf6Azf0kZJTjEsxLxD9TKS3bXhSLhYcvIfNF+IAKGu5DvnhGr4++ahGMkhkcrz/2y30+/4y8ktk1e7nf0//h0upl8BisrC++3qYGNWOP2FDwDU2QkJWIbIKJMgXK8eEwWDA1IQFC17jPS+uiRG4xkYolStwODwFI3dex+/XErW27expidWDWyHtZTG+PvkIz/PE9SwthUKhNF2atALo7OyMjRs34u7du7hz5w769u2LYcOG4eHDhw0tWqXI5Aq4WfLQtZkVvGrBB/B/959j+p47+PNmMgBlcMa/kc/wIr9Eo21WgQT/i3qO6/HZAIDneWI8eCZCUk5xtY4958+7GLYjDI/TC+BjJ4CNgA0LU+Nq9ZVRlIENtzYAAOb6zYWPpU+1+mksMJkMHJzZBScXdId5NcekIbj9aT88XhsMbzsBErOLcTf5JZ691K7YtXYUYnp3D6S9FOO3a4l4WVxaz9JSKBRK06VJTwEPGTJEbXndunXYuXMnbt68idatWzeQVEpExVJIFQrw2SxwjF/n19t0PhY/X36KD7p7oH8ruxofx9GcA19noar27uYLcXjwTITdUzvCzky90kQbRyE+f7cl3KyUU3t9W9hi19QOEHKrp6BEpebhuagEDADnlvSs9jkQQrDm+hoUSgvha+OLaW2mVbuvxkTFKhohsZm4k5SLzh5W9ZZIu6qUj04eFeCEdi5COFvodimY1s0domKpquQhhUKhUOqeJq0Alkcul+PIkSMoKipCYGBgQ4uDLRfjsOd6Eub1aYaPg1qo1vNelYMTS2ueAxAARvg7Y4S/s2rZz0UIAYelNR2Lq5WpWjk4ByFXpThWh9VDWoPJUJafqwnH44/j+vPrYBux8XW3r8Fivp239bUn2fj9WiJkctJoFcDyeNkK4GVbeaoiiUyOzHwJBrVxgEctRYBTKBQKxTDezjdlFXjw4AECAwNRUlICPp+P48ePo1WrVlrbSiQSSCQS1XJ+fn6dyVWWG41rrF5dY1YvT8zu1QwmdZQz7evh+kt41RbBbexr3EdGUQY2hW8CACzwX/BGVfvQR0TKSyRmFcHPxRxetnx0dLeEXEHQwV2zqkZjYU9YImIyCjC2o4tGhHlFHj3Px4gfr78xaW0oFArlbaLJK4A+Pj6IjIyESCTC0aNHMWXKFFy+fFmrErhhwwZ8+eWX9SLX18Pb4quhbaCoUAqOzTJC3+9DIZEq8MeMTrWSC7AqPM8TI7eoFM3t+Hj4PB/FEjl87AU1qk278UwMHqfnY0Z3jypZtggh+OLGF6qp34ktJ1ZbhsbIb1ef4vSDDHw5tDW8bPkIbmNfK0pzXXIpNgtX4rLQwd0SCkIgVwA+9gKtbgI8NgtsFhOlcgUkMjlMjJiNMsE1hUKhvI006SAQADAxMYGXlxcCAgKwYcMG+Pn5Ydu2bVrbrly5EiKRSPVLTU2tU9mYTIbWlChpL8V4lieulbqpsRkFGLnzOmbsCTeoffDWKxj8wzWk5oqx5UIcJv5+C1erGY2cmV+Cm09zsP9WMi7HZSG/RFql/f+J/wdhz8JgwjTB2m5rYcSsfi3ixkhrRyF6NLeGbQ2U6/rmPX8nLBvojVYOZvjseDTG/HxDVe6vIt52Atxc2Q9ZBRL4fH4WCqK1GYVCoVDqgCZvAayIQqFQm+YtD5vNBpvdsC/jxOwidHSzgESmACE1f2PKFArcTX6pUjLe3X4VMjnB7mkd4aglGbSdGQccYylKpHI4W3DhbcevtvP+kbtp2HQuFp42PHz+bku9U4bleVH0QjX1O99/PjyFnnr2ePOY18dLrbRaiVQONqtxW8nKpy1ytjCFRKaApY60NSUypS+rsREDRszGe14UCoXyttGkFcCVK1di0KBBcHV1RUFBAQ4cOIDQ0FCcO3euoUXDT5cT8CK/BOM7ucLb7rUj/cHbKQhLyAEA9P4uFBvea4uxHV0r60Yvrpam+Glie5i9mqJ78qIQpTrKcp1f0lOlgGx4z7faxwWUEcie1jwMaGVXpXMghGDdrXUokBagrXVbTG41uUZyvCm8u/0qErOLcHhWIDo2Yj/AMn6b0kFvG3szDmK/DoZE1niTW1MoFMrbSJNWADMzMzF58mSkp6dDKBTC19cX586dw4ABAxpaNPwv6jkePs9HL28blQKYLhLjt6tPVW0UBPj072j09LapdjSugGOM4DYOquUDMztDIlNojQIGUKvWp4oRyIZyPvk8QlJDwGKy8GXXL9+6qd/KKCiRQUEAU5PGe74SmRxFEjlYRgyYcfSnB/r8n2gUSmT4cmjDpl2iUCiUpkaTVgB///33hhahUsZ1ckV6nlgtRUpidpGGn5ScECRlF9coHUt56jvCNENUgtgXBfCw4sHVSn8JOpFEhPW31gMAPmj7AZpbNK9rERuM6/HZWH3iIZrZ8PDzpA4I/bg3CkpksDBtvJVAtl58gp2hCZjWzR1rhuhX6v6NfI5CiQxL+nvDvBGfF4VCobxtNGkFsDEzqYubxjoPax6YDKgpgUYMBtyta1a7NzwpF4UlMgQ2s1JLOq2Ncw8z8L+o52jnYo5/I59DyDXGrqkdq52W5kpcFj45dh89vW2wb3onve2/u/Mdckty4Sn0xMy2M6t1zDcFOSGIzyyE0Surq6kJC6YmjfuRLUtblCEqwaid12FuaqJzKni4vyMOh6fiRNRzLOz39irzFAqF0tho8lHAbxIOQi42vNdWpRAYMRhY/16bGlv/pu0Ox7Q94UjKKcLpB+m4FPOi0raJ2UU4eT8d/z3OxINnItxKzIGxUfWmhcWlcnxy7D4AwKaSKefy3Hh+A//E/wMGGPiy65dvdK1fQ/B1MseBDzpj+3j/hhbFYOb0boaE9e/go4HeuJP8EneSc3W279fSDlI5wflHGfUkIYVCoVAAagFstLwsKgXXxEgj6nNsR1f09LZBUnYx3K1Na2Xqt4W9ACUyObILSjF3fwTYLCZivx6ktW23ZtZYNbgVPKxNMbOnB8Slimr7Bf4T+Uz1/+P3nqGTh2WlwSBimRhf3fgKADCuxTi0s21XrWO+SQhNjdHVyxoAkFMowa6wRFjx2JjevfEmuy5LTWRrxsHOCe0h1xOp7mzOxQfdPWBr9uakuqFQKJS3AaoANkIUCgL/tRcAAHc/7w8rvvrLsaYl2CpydE5XAMogk07ulmDpsOi1dRairbOwxsdMF4nx2fEHqmV9AS2/3P8FaYVpsDO1w6L2i2p8/DeNdFEJdoQkwEbQuBXAMsw4xhjU1kFvO1szDqZ2c6f+fxQKhVLPUAWwEVKWGw0AuPUY8ekg5OKv2fVTB7kqAS1PXj7Bnug9AIBPO38KnnHTqRt7KeYFXhZJ0dZZiCmBbnp9NBua2IwC/HUnFQ5Cjlrd6MqYfyACV59kY8tYv2pFhFMoFAqlelAFsBFiasJCwvp3UCKVa9QCbmgUCoL0/BJEPxOBz2bB0ZwLD+uqK2SGBrQoiAJf3fgKMiJDX5e+6OvatGrGLjoUiYISGf77qBe+HNamocXRS9rLYvx+LRHWfDZ8nc3hIOTAxbLyICUTIyZYTAakMloGhEKhUOoTGgTSSDFiMsBjs+ql6sOWC3EY/dN1nH+o3xG/oESGbhsvYdYfdzHht1vYciGuWsc0NKDlaNxRRGZFwpRlipWdV1brWG8yXTyt0KO5NZiNuPpHeTyseZjdqxl4bCOM+fkGvj8fq7N9B3dLyBQEpx48R7pIXE9SUigUCoVaAClIyCpEeNJL2AvTse2/J/CxE2Dz2HZa2wo4LHCMmSiRKmDNZ8PFsvq+iPoCWrLF2dh6dysAYGH7hbDn2Vf7WG8qv05WplCRyZWl/xpzGTgA8LThY8WgFnC24OL3a4lw0FJOsDx3X0UJX47LRreNl2pc2YZCoVAohkEVwEZI2sti7AlLgp0ZBzN71n2N22nd3PFuWweki0rwv6jnYOmoycpkMvD4q+BaU0R0BbRsCt+EAmkBWlm1wjifcbVyvDeVn688xeYLcZjY2fWNmAqe2MUNE7XksixPukiMSzGZquXaqGxDoVAoFMOgCmAj5HleCX67lghPa169KIABbsrqH9mFEnja8PQmG64PK9TN9Js4nXgaTAYTqwNXN5lyb5WRXyKFXEHAMmrcXhuEEEhkCkhkCgi5ukvB1UdlGwqFQqFohyqAjRBbARuzennqfYHWNtZ8Nnr72NbrMbVRKi/FupvrAABjfcaitVXTrRO7MzQBxyLS8F57J9xc2a/aFVfqixf5EnTZ8B9YTAbi17+js21dVbahUCgUin4a99ukieJuzcPKQS0xt7dXvRwvq0CC8KRcxGTkG9T+0O0UuK84BfcVpxCR8rLW5dn7cC+S8pNgxbHCfP/5td7/m0RecSniMwuRW1gKeyEHlrzGnS+vLGpdpiCY9Pst3EmqvBJIXVW2oVAoFIp+qAWQgrPR6Vj170O0djTDsiAfOAq58LEXVNo+Kk2k+r+4VF5pu+qQVpCGn+//DABY1nEZzEzMarX/N40xHV3Qy8cGrjpSqTQmzLgsPPhiIMb8fBNXn2Rjald3ne3rorINhUKhUPRDFcBGSKlMgQyRGGkvxfCw4dX5S9GKz4aHNQ8Pn+dj2u5wDG/niK3jKq8/+05be2QVSOBiqVtRrA7f3P4GErkEHe074l2Pd2u17zeRZjZ8NLPh4+DtFOSLpXinrYPOvHoNDYPBgIBjjBWDWuCFqAStHPUr8LVd2YZCoVAo+qEKYCNk6V+ROHk/HQDAZKDOU2O809YB77R1wNG7adgdlqjX2tSjuQ16NLepdTkup15GaFooWEwWPu/8eaNPeVKf7AlLQuyLArR2FDZqBbCMXt61f39QKBQKpfagCmAjI10kxqlXyh9Qv6kxRgU4Y1SAYeW40kViJGYXwcO6diyUErkEG29vBABMajUJnuZ1H/38JiAqluJ2Ui6MmAyM8HeCozmnoUXSy8+XE5BTVIrp3TxgL2z88lIoFEpThCqAjYzE7CJULIrV2FJj7L2ehC9OPARB7Vko90TvQVphGmy5tpjtO7t2BH0LSM4twsx9d+Ag5GBLJcm5Gxt7richXVSCZjY8jA5wAVNHXkkKhUKhNAw0CriRUZYaozx1nRojXSTGtN238cHecIPalil/wGsLZU3KeD0vfI7fHvwGQBn4YWrc+Kc46wsrPht+zkK0dRI2tCgGE9RaWbFl+bEHGh8zFAqFQmkcUAWwkdEQqTHkCoKQ2CxcfJyJMT/dwPF7aZW21WWhrC7f3fkOJfISdLDrgGD34Gr38zbiZM7FP/O64edJAQ0tisHM6uUJdytTuFhyYUStfxQKhdIooVPAjZD6To1hzWfj25G+WHPiIW4n5aJvy8qTQdd28t7rz6/jQvIFGDGMsLLzShr4oYV0UQl6fBsCS54Jwj/r39Di6MVByEXox30aWgwKhUKh6IAqgI2U+kyNwTE2wpiOLmjlaIbU3GI0t6s8tUuZhfLTv6MhJ6RGFkqpQqoK/BjfYjy8LbyrfQ5vMwUlMsgVBPKKddMaMTK5AgAafek6CoVCaapQBZCioo2TEG0M8DWrLQvloZhDSBQlwpJjiTnt5lSrj6bA5guxEHBY+HLom1ESb86fd3EmOgPrR7TF+53rLn0RhUKhUKoP/TynAACevCjA3eRcFElkBrV3EHIR2Myq2spfbkkudkbuBAAs9F/Y5Ct+6CLtpRgFJTLwOW/G99qNpzkAgG/OxtQoOIhCoVAodQdVACkAgCm7bmPkzhs4eDsFL4tK6/x4/3fv/1AgLUBLy5YY7jW8zo/3JrN6cCscmNkZ/i7mDS2KQXR0twQAiMRSdNt4CYfDUxpYIgqFQqFUhCqAFACA86vqEl+feoxbibl1eqyY3BgcjTsKAFjeaTmMmEZ1erw3HY6xEcKeZONQeGqjt6ili8T47/EL1XJtpAmiUCgUSu1DFUAKAOCvWYEY7OsAD2sezLh1N9VICMHG2xtBQDDIfRAC7N6c9CYNxU+XE7AjNAEbz8Q0eotaYnYRKsaq1DRNEIVCoVBqnzfDqYhSL/zf++3r/Bjnk8/j7ou74BhxsCRgSZ0f700nXSTG2YcZquX6LA1YHWo7TRCFQqFQ6gZqAaTUGxK5BJvvbAYATGszDQ58hwaWqPGTmF0E8gZZ1BoikTmFQqFQqg61AFIAAPtuJOFybBZGtHfCYF/HOjnGH4/+wPOi57AztcO0NtPq5BhvG2+iRa2+E5lTKBQKpepQCyAFABCbUYD/YjIx/8A9PMurfYf9rOIs/Hr/VwDA4oDF4LKoUmAIb6pFraZpgigUCoVSt1ALIAUAMKydE/bfUgYXSGWKWu//h3s/oFhWDF9rX7zj8U6t9/82Qy1qFAqFQqltqAJIAQB08rDEjvfbQyyVw0bArtW+H+U8wj/x/wAAPun0CZgManiuKvVZGpBCoVAobz9UAaSoeNe39oMyCCH4NvxbEBC84/EO/Gz8av0YFAqFQqFQqgZVACkAgIISKZ7licFiMuFly6+1fv9L+Y+mfaFQKBQKpZFB5+IoAIALj14geOtVjNx5HaRi3pFqUiovxea7yrQvk1tPhj3Pvlb6pVAoFAqFUjOoAkgBAMhf5RkRiaW1VrbrYMxBpBakwpprjRltZtRKnxQKhUKhUGoOVQApAICXxVLV/7t/E1LjcmN5JXn4+f7PAIAF/gtgatx489ZRKBQKhdLUoAogBekiMTaeeaxaLis3VhNL4E/3f0JBaQG8LbwxrNmw2hCTQqFQKBRKLUEVQAoSs4vUKk0ANSs3lihKxOGYwwCAZR2WwYhpVFMRKRQKhUKh1CJUAaSoyo2Vpyblxjbf3QwZkaGXcy8EOgbWgoQUCoVCoVBqE6oAUmq13Fh4RjhCU0NhxDDC0oCltSwphUKhUCiU2oDmAaQAqJ1yYwqiwHd3vgMAjPIeBU9zz9oWk0KhUCgUSi1AFUCKipqWGzudeBqPch6BZ8zDHL85tSgZhUKhUCiU2oROAVNqBYlcgu0R2wEAH7T9AFZcqwaWiEKhUCgUSmVQBZBSK+x/vB/pRemwM7XDxJYTG1ocCoVCoVAoOqAKIKXGvCx5iV/v/woAWNh+ITgsTgNLRKFQKBQKRRdUAaTUmJ/v/4xCaSFaWLbAYM/BDS0OhUKhUCgUPVAFkFIjUvJTVEmfP+rwEZgMektRKBQKhdLYoW9rSo3Yfm87ZESG7k7d0cWhS0OLQ6FQKBQKxQCoAkipNvez7uNc0jkwwMDi9osbWhwKhUKhUCgGQhVASrUghGDz3c0AgKHNhsLH0qeBJaJQKBQKhWIoTVoB3LBhAzp27AiBQABbW1sMHz4csbGxDS3WG8HltMu4++Iu2EZszPef39DiUCgUCoVCqQJNWgG8fPky5s2bh5s3b+LChQuQSqUYOHAgioqKGlq0Ro1MIcOWu1sAABNbToQ9z76BJaJQKBQKhVIVmnQpuLNnz6ot79mzB7a2trh79y569uzZQFI1fv6N/xdPRU8hZAsxve30hhaHQqFQKBRKFWnSFsCKiEQiAIClpWUDS9J4EcvE+DHyRwDALN9ZMDMxa2CJKBQKhUKhVJUmbQEsj0KhwOLFi9GtWze0adNGaxuJRAKJRKJazs/Pry/xGg37H+9HpjgTjjxHjPUZ29DiUCgUCoVCqQbUAviKefPmITo6GocOHaq0zYYNGyAUClU/FxeXepSw4ckrycOuB7sAAPP958PEyKSBJaJQKBQKhVIdqAIIYP78+Th58iRCQkLg7OxcabuVK1dCJBKpfqmpqfUoZcPz24PfUCAtgI+FD971fLehxaFQKBQKhVJNmvQUMCEECxYswPHjxxEaGgoPDw+d7dlsNthsdj1J17h4XvgcB2IOAACWBCyhJd8oFAqFQnmDadIK4Lx583DgwAH8+++/EAgEyMjIAAAIhUJwudwGlq5xsSNyB6QKKTrbd0ZXx64NLQ6FQqFQKJQa0KTNODt37oRIJELv3r3h4OCg+h0+fLihRWtUPHn5BP9L+B8AYHHAYjAYjAaWiEKhUCgUSk1o0hZAQkhDi/BGsP3edhAQDHAbgDbW2iOkKRQKhUKhvDk0aQsgRT+RmZEITQ2FEcMIC/wXNLQ4FAqFQqFQagGqAFIqhRCiKvk23Gs4PIS6g2QoFAqFQqG8GVAFkFIp155dQ0RmBEyYJpjtN7uhxaFQKBQKhVJLUAWQohUFUWBbxDYAwPst34c9z76BJaJQKBQKhVJbUAWQopWziWcR+zIWfGM+ZrSZ0dDiUCgUCoVCqUWoAkjRQKqQ4v8i/w8AMLX1VJhzzBtWIAqFQqFQKLUKVQApGhx/chypBamw5FhiUqtJDS0OhUKhUCiUWoYqgBQ1SmQl+DnqZwDAh74fwtTYtIElolAoFAqFUttQBZCixqGYQ8gUZ8KB54DR3qMbWhwKhUKhUCh1AFUAKSoKSwvxW/RvAIA5fnNgYmTSwBJRKBQKhUKpC6gCSFGx99FeiCQieAg9MKTZkIYWh0KhUCgUSh1BFUAKACC3JBf7Hu4DAMxvNx8sZpMuE02hUCgUylsNfcvXA3K5HFKptKHF0MnBBwchZArhb+uPHnY9UFJS0tAiUSgUCoVSJ5SWlsLNzQ2lpaVN9n3HIISQhhbiTSU/Px9CoRAikQhmZmYa2wkhyMjIQF5eXv0LVwXkCjkyizNBQGDJsQSHxWlokSgUCoVCqTMUCgVSU1Ph4uICJrNpToZSC2AdUqb82drawtTUFAwGo6FF0kpmUSZIKQGXxYUT36nRykmhUCgUSm0gl8shFovh7u4OIyOjhhanQaAKYB0hl8tVyp+VlVVDi1MppfJSFJJCMI2ZcBA6gGvMbWiRKBQKhUKpU+RyOQCAw+E0WQWwado964Eynz9T08adSLls6pdvwgfPmNfQ4lAoFAqFQqkHqAJYxzTm6dQSWQlEEhEAwJZr28DSUCgUCoVCqS+oAtiEyRJnAQAEJgI69UuhUCgUShOCKoBNFLFMjHxJPgDA1pRa/+qS0NBQMBiMWosG7927NxYvXlwrfWmjtuV9E5g6dSqGDx9ucPumMkYMBgP//PNPpduTkpLAYDAQGRlZbzJRKJTagSqATZTM4kwAgJAt1Ej7UtcKBuXto6oKFIVS10ilUixfvhxt27YFj8eDo6MjJk+ejOfPn2u0PXXqFDp37gwulwsLCwu993LZBwCDwQCTyYRQKIS/vz8++eQTpKenq7X94osv0K5dO7Xlsn3L/y5evFij8y3rd/bs2WrrIyMjwWAwkJSUpLZ+79696NixI0xNTSEQCNCrVy+cPHmySsf89ddf4efnBz6fD3Nzc/j7+2PDhg0aMgUHB2vsu2nTJjAYDPTu3VttfW5uLhYvXgw3NzeYmJjA0dER06dPR0pKikYfqampmD59OhwdHWFiYgI3NzcsWrQIOTk5AF5/oGj7sVgsdOzYEXv37tX5Qefu7o6tW7fqXGYwGLh586bafosXL9Y4t/z8fKxatQqtW7cGl8uFlZUVOnbsiG+//RYvX76sZJTrDqoANkGKpcUoLC0EANhwbRpYGgqFQlGntLS0xn0UFxcjIiICq1atQkREBP7++2/ExsZi6NChau2OHTuGSZMmYdq0aYiKikJYWBjef/99g44RGxuL58+fIzw8HMuXL8fFixfRpk0bPHjwQOd+rVu3Rnp6utqvZ8+e1T7XMjgcDn7//Xc8efJEZ7tly5Zh1qxZGDt2LO7fv4/bt2+je/fuGDZsGP7v//7PoGPt2rULixcvxsKFCxEZGYmwsDB88sknKCwsVGvn4OCAkJAQpKWlaezv6uqqti43NxddunTBxYsX8dNPPyE+Ph6HDh1CfHw8OnbsiKdPn6raPn36FB06dMCTJ09w8OBBxMfH46effsJ///2HwMBA5ObmwsXFRW2MP/roI9XYp6Wl4cyZMxgzZoxB56sLDoeD5cuX62xTdm67d+/GsmXLcOvWLURERGDdunW4d+8eDhw4UGM5qgyhVBuRSEQAEJFIpLFNLBaTR48eEbFYXOPjPM8rJmHxWeR5XnGN+yKEkMS8RBKdFU3SCtI0tk2ZMoUAUPvFx8eT6dOnE3d3d8LhcIi3tzfZunWr2n4hISGkY8eOxNTUlAiFQtK1a1eSlJSkV5bIyEjSu3dvwufziUAgIO3btyfh4eGq7VevXiXdu3cnHA6HODs7kwULFpDCwkLV9n379pGAgADC5/OJnZ0dGT9+PHnx4oVqe25uLnn//feJtbU14XA4xMvLi+zatUu1/f79+6RPnz6Ew+EQS0tLMnPmTFJQUKA2HsOGDSObNm0i9vb2xNLSksydO5eUlpYaLENISAgBQF6+fKl3PLKzs8m4ceOIo6Mj4XK5pE2bNuTAgQNqbXr16kXmzZtH5s2bR8zMzIiVlRX5/PPPiUKhULXZsWMH8fLyImw2m9ja2pKRI0eqtpWUlJAFCxYQGxsbwmazSbdu3cjt27crlXfNmjXEz89PTYYtW7YQNzc31faK90xISAghhJCUlBQyevRoIhQKiYWFBRk6dChJTEzUOw6EvB77devWEVtbWyIUCsmXX35JpFIpWbZsGbGwsCBOTk5q15MQ/ddUJpORJUuWEKFQSCwtLcnHH39MJk+eTIYNG6ZqI5fLyfr161X3vK+vLzly5EilY6QPffexm5sbWbduHZk2bRrh8/nExcWF/Pzzz6rtEomEzJs3j9jb2xM2m01cXV3J+vXrVdtfvnxJZsyYQaytrYlAICB9+vQhkZGRqu1l1/D3338nLi4uhMfjkTlz5hCZTEa++eYbYmdnR2xsbMjXX3+tJjcA8uOPP5Lg4GDC4XCIh4eH2jgkJiYSAOTevXuqdQ8ePCDBwcGEx+MRW1tbMnHiRJKVlaVzfNzc3MhXX31FJk2aRAQCAZkyZQohhJBr166RXr16ES6XS8zNzcnAgQNJbm4uIcSw56Ait2/fJgBIcnIyIYQQqVRKnJycyG+//aZTvopUdv2Li4uJj48P6datm2pdxedH2/NUG5T1O2DAADJ69GjV+nv37hEAqufuxo0bBADZvn27Rh9Lly4lxsbGJCUlRe/xhg0bRqZOnWqQTIMHD1a7t8LCwoi1tTWZM2cO6dWrl2r97NmzCY/HI+np6Wr9FBcXEycnJxIcHKxaFxwcTJydnUlxsfp7MT09nZiampLZs2dXKg8hyr8D4eHhRCaT6Xye3dzcyJYtW3QuL1y4kJiYmJBTp06p1i9atEjt3GbNmkV4PB559uyZtqHSed/WFdQC2AAUl8pQXCoDKVeEpVSmQHGpDBKZXK3tHzeS0G3jJbz/6y1023gJh8NTIJUr25ZI5Vr7VSgqL+5SJC1CkbQIDAZDq/Vv27ZtCAwMxMyZM1VfTc7OznB2dsaRI0fw6NEjrF69Gp9++in++usvAIBMJsPw4cPRq1cv3L9/Hzdu3MCHH35oUAT0hAkT4OzsjPDwcNy9excrVqyAsbExACAhIQHBwcEYOXIk7t+/j8OHD+PatWuYP3++an+pVIq1a9ciKioK//zzD5KSkjB16lTV9lWrVuHRo0c4c+YMHj9+jJ07d8La2lo5FkVFCAoKgoWFBcLDw3HkyBFcvHhRrX8ACAkJQUJCAkJCQrB3717s2bMHe/bsMViGqlBSUoKAgACcOnUK0dHR+PDDDzFp0iTcvn1brd3evXvBYrFw+/ZtbNu2DZs3b8Zvv/0GALhz5w4WLlyIr776CrGxsTh79qyadeGTTz7BsWPHsHfvXkRERMDLywtBQUHIzc2tlszLli3DmDFjEBwcrLpnunbtCqlUiqCgIAgEAly9ehVhYWHg8/kIDg422MJz6dIlPH/+HFeuXMHmzZuxZs0aDB48GBYWFrh16xZmz56NWbNmqawLhlzT77//Hnv27MGuXbtw7do15Obm4vjx42rH3bBhA/bt24effvoJDx8+xJIlSzBx4kRcvny5yuNjyH1cJleHDh1w7949zJ07F3PmzEFsbCwAYPv27Thx4gT++usvxMbGYv/+/XB3d1ftO3r0aGRmZuLMmTO4e/cu2rdvj379+qld04SEBJw5cwZnz57FwYMH8fvvv+Pdd99FWloaLl++jG+++Qaff/45bt26pSbXqlWrMHLkSERFRWHChAkYN24cHj9+rPVc8/Ly0LdvX/j7++POnTs4e/YsXrx4YZCV5bvvvoOfnx/u3buHVatWITIyEv369UOrVq1w48YNXLt2DUOGDFHlbwN0PwfaEIlEYDAYMDc3BwBERETg2bNnYDKZ8Pf3h4ODAwYNGoTo6Gi98mqDy+Vi9uzZCAsLQ2ZmZrX6qCkbN27EsWPHcOfOHa3bDx48CD6fj1mzZmls++ijjyCVSnHs2DG9x7G3t8fNmzeRnJyst+306dPV/mbu2rULEyZMgImJiWqdQqHAoUOHMGHCBNjb26vtz+VyMXfuXJw7dw65ubnIzc3FuXPnMHfuXHC56gGM9vb2mDBhAg4fPqz2jq1LPDw8MHv2bKxcuRIKhUJju0KhwOHDhzFx4kQ4Ojpq7aNBMobUu8r5FlFdC6Db8pPEbflJkl1Qolr3w39xxG35SbL8aJRq3fO8YlXbsp/nilNk8/lY4rb8JFl4MEKtX/+vzhO35SdJbEa+VnkVCgV5mveURGdFk2cF2r9CCFF+WS9atEjnuc+bN09lVcrJySEASGhoqM59tCEQCMiePXu0bpsxYwb58MMP1dZdvXqVMJnMSi2r4eHhBIDK4jNkyBAybdo0rW1/+eUXYmFhoWaJOXXqFGEymSQjI4MQorRCubm5EZlMpmozevRoMnbs2ErPqaIMVbUWVeTdd98lH330kWq5V69epGXLlmpfjMuXLyctW7YkhBBy7NgxYmZmRvLzNe+DwsJCYmxsTPbv369aV1paShwdHcm3336rVV59FkBCXlvryvPHH38QHx8fNTklEgnhcrnk3Llzes+7bOzlcrlqnY+PD+nRo4dqWSaTER6PRw4ePEgIMeyaOjg4qM6VEKUVyNnZWSV/SUkJMTU1JdevX1eTZ8aMGWT8+PFax0gXhtzHbm5uZOLEiartCoWC2Nrakp07dxJCCFmwYAHp27evVivB1atXiZmZGSkpKVFb36xZM5UVcc2aNcTU1FTtnggKCiLu7u4a47thwwbVMgANS0rnzp3JnDlzCCGaFsC1a9eSgQMHqrVPTU0lAEhsbGylY+Tm5kaGDx+utm78+PFqlrSK6HsOKiIWi0n79u3J+++/r1p38OBBAoC4urqSo0ePkjt37pDx48cTKysrkpOTU+mxdV3/M2fOEADk1q1bhBDtFkAmk0l4PJ7q17Fjx0qPZSjljzNu3DjSt29fQoimBTA4OFinBdLMzEx1fXXx/Plz0qVLFwKAeHt7kylTppDDhw+r3U9lMpWWlhJbW1ty+fJlUlhYSAQCAYmKilKzkmVkZBAAata18vz999+qcb158yYBQI4fP6617ebNmwkAtZmYimOkzQJY/pqU/RgMhl4L4JYtW0hmZiYRCARk3759hBCi9dw2b96sJk/79u1Vxxk3bpzuAa8DqAWwEZOYXaSxTk4Icouq5x9TJC1CsbS4UuufLnbs2IGAgADY2NiAz+fjl19+UTnlWlpaYurUqQgKCsKQIUOwbds2DUfoyli6dCk++OAD9O/fHxs3bkRCQoJqW1RUFPbs2QM+n6/6BQUFQaFQIDExEQBw9+5dDBkyBK6uripHZgAq2ebMmYNDhw6hXbt2+OSTT3D9+nVV/48fP4afnx94vNcJsLt16waFQqGyvABKf53ymeIdHBzUvu71yVAV5HI51q5di7Zt28LS0hJ8Ph/nzp3T6KtLly5qX4yBgYF48uQJ5HI5BgwYADc3N3h6emLSpEnYv38/iouLASitQFKpFN26dVPta2xsjE6dOlVq1akuUVFRiI+Ph0AgUF0/S0tLlJSUqF1nXbRu3VqtTqednR3atm2rWjYyMoKVlZXqeui7piKRCOnp6ejcubNqO4vFQocOHVTL8fHxKC4uxoABA9TuvX379hksd8Vx0HcfA4Cvr6/q/wwGA/b29qrzmjp1KiIjI+Hj44OFCxfi/Pnzav0XFhbCyspK7RiJiYlq8rq7u0MgEKiNZatWrTTGt6LlKjAwUGO5snslKioKISEhanK0aNECgPLe279/v9q2q1evqvYtfw0AqCyAutD1HJRHKpVizJgxIIRg586dqvVl1prPPvsMI0eOREBAAHbv3g0Gg4EjR44AUN6DZfIOGjRIpzwAVFYnXRYdHx8fREZGqn6GWNyqwtdff42rV6+q3SfaZKwJDg4OuHHjBh48eIBFixZBJpNhypQpCA4O1rCCGRsbY+LEidi9ezeOHDkCb29vtfu9urLVxnmU5+rVq2rXJTIyslKLXUVsbGywbNkyrF692uAZjuPHjyMyMhJBQUEQi8U1Eb1a0FJwDcCjr4IAAFzj10rFhz2bYXp3DxgxX//R8LDmgckAys/oGjEYmNnTAyvfaQFmhT8w15b3AQBwWJplbQghqshfC44FjI2MDZb30KFDWLZsGb7//nsEBgZCIBBg06ZNalNFu3fvxsKFC3H27FkcPnwYn3/+OS5cuIAuXbro7PuLL77A+++/j1OnTuHMmTNYs2YNDh06hBEjRqCwsBCzZs3CwoULNfZzdXVVTfcFBQVh//79sLGxQUpKCoKCglQP4KBBg5CcnIzTp0/jwoUL6NevH+bNm4fvvvvO4PMvm5Iug8FgqP7AGSJDVdi0aRO2bduGrVu3qqIXFy9eXKW+BAIBIiIiEBoaivPnz2P16tX44osvEB4eXmV5AIDJZGr8oS2rdKOLwsJCBAQEYP/+/RrbbGwM+wDRNva6rkdtUObEfurUKTg5OaltY7PZ1epP131chq7zat++PRITE3HmzBlcvHgRY8aMQf/+/XH06FEUFhbCwcEBoaGhGv2XTXVW1n9tj2VhYSGGDBmCb775RmObg4MDFAqFmvJdfnzLK+0ANKb2qkuZ8pecnIxLly7BzMxMTSYAaNWqlWodm82Gp6en6qPr9OnTqvvdEJnKlOPyU/QVMTExgZeXV5XPxVCaNWuGmTNnYsWKFfj999/Vtnl7e+PatWsoLS1Vm4IFgOfPnyM/Px/e3t4GH6tNmzZo06YN5s6di9mzZ6NHjx64fPky+vTpo9Zu+vTp6Ny5M6KjozF9+nSNfmxsbGBubl7px8Xjx4/BYDDg5eUFQggYDAYeP36MESNGaG1rYWFh8N+ZMjw8PNSeGUD5gWgoS5cuxY8//ogff/xRbX3ZuZU3LACvn3+BQNAgKaWoBbABMDVhwdSEpfaFaMJiwtSEBXY55c1ByMWG99rC6FU7IwYD699rA1dLHkxNWOAYG2ntl8nU/PIslBZCLBODyWDCmmutUz4TExO1L+iwsDB07doVc+fOhb+/P7y8vLRaQvz9/bFy5Upcv34dbdq0MTiqydvbG0uWLMH58+fx3nvvYffu3QCUL71Hjx7By8tL42diYoKYmBjk5ORg48aN6NGjB1q0aKHV78bGxgZTpkzBn3/+ia1bt+KXX34BALRs2RJRUVEoKnptaQ0LCwOTyYSPj49Bshsqg6GEhYVh2LBhmDhxIvz8/ODp6Ym4uDiNdhX9tG7evInmzZurLJUsFgv9+/fHt99+i/v37yMpKQmXLl1Cs2bNYGJigrCwMNW+UqkU4eHhai/B8tjY2CAjI0NNCayY963iPQMor9+TJ09ga2urcf2EQmGVxsVQ9F1ToVAIBwcHtfGTyWS4e/euarlVq1Zgs9lISUnRkNvFxaXKMum7jw3FzMwMY8eOxa+//orDhw/j2LFjyM3NRfv27ZGRkQEWi6XRf5m/a02omN7i5s2baNmypda27du3x8OHD+Hu7q4hC4/Hg0AgUFunS6Hy9fXFf//9p1M2fc9BmfL35MkTXLx4UaMue0BAANhsttqLWSqVIikpCW5ubgAANzc3lbwVPwgqIhaL8csvv6Bnz55VVj5qm9WrVyMuLg6HDh1SWz9u3DgUFhbi559/1tjnu+++g7GxMUaOHFmtY5b9DSn//JXRunVrtG7dGtHR0VqjrJlMJsaMGYMDBw4gIyNDbZtYLMaPP/6IoKAgWFpawsrKCgMGDMCPP/6oYTnLyMjA/v37MXbs2Hr3q+Pz+Vi1ahXWrVuHgoIC1fqyc/vzzz+1piFqKKgC2MgZ29EV11b0wcGZXXBtRR+M7eiqf6cKaFj/mLqtf+7u7rh16xaSkpKQnZ2N5s2b486dOzh37hzi4uKwatUqNWtSYmIiVq5ciRs3biA5ORnnz5/HkydPKn1JlCEWizF//nyEhoYiOTkZYWFhCA8PV+23fPlyXL9+HfPnz0dkZCSePHmCf//9V+U87+rqChMTE/zwww94+vQpTpw4gbVr16odY/Xq1fj3338RHx+Phw8f4uTJk6r+J0yYAA6HgylTpiA6OhohISFYsGABJk2aBDs7O4PG1hAZqkLz5s1x4cIFXL9+HY8fP8asWbPw4sULjXYpKSlYunQpYmNjcfDgQfzwww9YtGgRAODkyZPYvn07IiMjkZycjH379kGhUMDHxwc8Hg9z5szBxx9/jLNnz+LRo0eYOXMmiouLMWPGDK0y9e7dG1lZWfj222+RkJCAHTt24MyZM2pt3N3dcf/+fcTGxiI7OxtSqRQTJkyAtbU1hg0bhqtXryIxMRGhoaFYuHChRkqI2sKQa7po0SJs3LgR//zzD2JiYjB37ly1r2+BQIBly5ZhyZIl2Lt3LxISEhAREYEffvgBe/furbJM+u5jQ9i8eTMOHjyImJgYxMXF4ciRI7C3t4e5uTn69++PwMBADB8+HOfPn0dSUhKuX7+Ozz77rNJAgKpw5MgR7Nq1C3FxcVizZg1u375dqezz5s1Dbm4uxo8fj/DwcCQkJODcuXOYNm2axgeCPlauXInw8HDMnTsX9+/fR0xMDHbu3Ins7GxVG13PgVQqxahRo3Dnzh3s378fcrkcGRkZyMjIUFnUzczMMHv2bKxZswbnz59HbGws5syZA0AZWKOPzMxMZGRk4MmTJzh06BC6deuG7OxstWnmhsLOzg5Lly7F9u3b1dYHBgZi0aJF+Pjjj/H9998jISEBMTEx+Pzzz7Ft2zZ8//33Bn3ozJkzB2vXrkVYWBiSk5Nx8+ZNTJ48GTY2NhpuA2VcunQJ6enpGla2MtavXw97e3sMGDAAZ86cQWpqKq5cuYKgoCBIpVLs2LFD1fb//u//IJFIEBQUhCtXriA1NRVnz57FgAED4OTkhHXr1hk+WLXIhx9+CKFQqGEAWb9+PZycnNCpUyfs2rUL9+/fR0JCAo4fP44bN26ouRnVG/XudfgWUV9pYGqKqEREorOiyaPsR0Qql+ptHxsbS7p06UK4XC4BQGJiYsjUqVOJUCgk5ubmZM6cOWTFihUqZ9qMjAwyfPhw4uDgQExMTIibmxtZvXq1mjOwNiQSCRk3bhxxcXEhJiYmxNHRkcyfP19tzG7fvk0GDBhA+Hw+4fF4xNfXl6xbt061/cCBA8Td3Z2w2WwSGBhITpw4oeGU3rJlS8LlcomlpSUZNmwYefr0qWp/Q9PAlKdieL8+GaoSMJCTk0OGDRtG+Hw+sbW1JZ9//rlGipJevXqRuXPnktmzZxMzMzNiYWFBPv30U5Uz/NWrV0mvXr2IhYUF4XK5xNfXlxw+fFi1v1gsJgsWLCDW1tYGpYEhhJCdO3eq0odMnjyZrFu3Ti0IJDMzU3WdUC4NTHp6Opk8ebLqWJ6enmTmzJlan5mKaBt7bQFKFZ2y9V1TqVRKFi1aRMzMzIi5uTlZunSpxhgrFAqydetW4uPjQ4yNjYmNjQ0JCgoily9frnSMdKHvPq54DoQQ4ufnR9asWUMIUQa3tGvXjvB4PGJmZkb69etHIiJeB4Hl5+eTBQsWEEdHR2JsbExcXFzIhAkTVOk8tAXyGDK+AMiOHTvIgAEDCJvNJu7u7mr3krY0MHFxcWTEiBHE3NyccLlc0qJFC7J48WKdaS60nT8hhISGhpKuXbsSNptNzM3NSVBQkGrM9T0HZbJp+5Xdn4Qog6A++ugjYmtrSwQCAenfvz+Jjo6uVFZCXl9/AITBYBCBQED8/PzIxx9/rJHCZNWqVSQgIEC1XNdpYMojEomItbW1WhBIGb///jsJCAggHA6H8Hg80qNHD3LixAmDj3f06FHyzjvvqP7uOzo6kpEjR5L79+/rlKk8Ff+WEkJIVlYWWbBgAXFxcSHGxsbEzs6OTJ06VZW6pzxJSUlkypQpxM7OTnXfL1iwgGRnZ2s9Xl2lgal47x44cIAA0Di3vLw8snLlStKiRQvCZrNVf59XrVqlM+iormAQUk9x0m8h+fn5EAqFEIlEan4lgDKdR2JiIjw8PMDhcCrpoe4hhCBBlACJTAJrrjXseIZZtigUCqUx07t3b7Rr106tKkNjZPbs2UhLS6tylQ1K3SKXy3Hv3j34+/s3jPWtEUCngN9y8kvzIZFJwGQwYcW10r8DhUKhUGpMQUEBrly5gr///hv9+/dvaHEoFA2oAvgWQ8r5/llxrcBi1n/Qd/kUChV/2qJD33YGDRpU6XisX7++ocWrVyobh4rpQRo79JpStLF69WqMGjUKI0aM0KjPWxm6ngkjI6N6fV7off32Q6eAa0BjnwLOk+ThWcEzGDGM0NyiOYyY9W/mTk5OrjRliJ2dnVpesqbAs2fPKs33ZGlpCUtLy3qWqOGIj4+vdJuTk1OtpQGpa+g1pdQWup4JsVhc6TNRF8/L235f0ylgmgfwrYUQgqziLABK619DKH8AVKkUKEr0pZFoStRlHrT6hF5TSm3RmJ4Jel+//dAp4LcUkUSEUnkpjJhGsOS82V9qFAqFQqFQaheqAL6FEEKQJX5l/eM0nPWPQqFQKBRK44QqgG8heZI8av2jUCgUCoVSKVQBfMtQEIXK+mfNtabWPwqFQqFQKBpQBfAtQyQRQSqXwohpBAu2RUOLQ6FQKBQKpRFCFcC3CGr9a5yEhoaCwWCo1ZutCb1798bixYtrpS9t1La8bwJTp07F8OHDDW7fVMaIwWDgn3/+qXR7UlISGAwGIiMj600mCoVSO1AF8C2ivPWvJr5/da1gUN4+qqpAUSh1jVQqxfLly9G2bVvweDw4Ojpi8uTJeP78uUbbU6dOoXPnzuByubCwsNB7L5d9ADAYDDCZTAiFQvj7++OTTz5Benq6WtsvvvgC7dq1U1su27f87+LFizU637J+g4ODNbZt2rQJDAYDvXv3Vlufm5uLxYsXw83NDSYmJnB0dMT06dORkpICACgtLYW1tTU2btyo9Zhr166FnZ0dpFIp9uzZA3Nzc9W2PXv2aJUnLy8PDAYDoaGhautDQkIwePBg2NjYgMPhoFmzZhg7diyuXLlS5bFo0aIF2Gw2MjIyVOuGDBmidWwA4OrVq2AwGLh//77qo0bb7+bNm2rnVnb9HRwcMHbsWNW4GSJPVc+9/D1X8VdZv+V5+PAhRo4cCXd3dzAYDGzdupUqgG8LFa1/TAa9tBQK5c2ktLS0xn0UFxcjIiICq1atQkREBP7++2/ExsZi6NChau2OHTuGSZMmYdq0aYiKikJYWBjef/99g44RGxuL58+fIzw8HMuXL8fFixfRpk0bPHjwQOd+rVu3Rnp6utqvZ8+e1T7XMhwcHBASEoK0tDS19bt27YKrq6vautzcXHTp0gUXL17ETz/9hPj4eBw6dAjx8fHo2LEjnj59ChMTE0ycOBG7d+/WOBYhBHv27MHkyZNhbGysVR4Wi4WLFy8iJCREp9w//vgj+vXrBysrKxw+fBixsbE4fvw4unbtiiVLllRpDK5duwaxWIxRo0Zh7969qvUzZszAhQsXNMYGAHbv3o0OHTrA19dXte7ixYsa1yggIEC13czMDOnp6Xj27BmOHTuG2NhYjB492mB5qnvusbGxGnLZ2trqHZfi4mJ4enpi48aNsLe3V64klGojEokIACISiTS2icVi8ujRIyIWi+tFllxxLonOiiaPcx4TuUJe7X6mTJlCAKj94uPjyfTp04m7uzvhcDjE29ubbN26VW2/kJAQ0rFjR2JqakqEQiHp2rUrSUpK0nu8yMhI0rt3b8Ln84lAICDt27cn4eHhqu1Xr14l3bt3JxwOhzg7O5MFCxaQwsJC1fZ9+/aRgIAAwufziZ2dHRk/fjx58eLF63HJzSXvv/8+sba2JhwOh3h5eZFdu3aptt+/f5/06dOHcDgcYmlpSWbOnEkKCgrUxmPYsGFk06ZNxN7enlhaWpK5c+eS0tJSg2UICQkhAMjLly/1jkd2djYZN24ccXR0JFwul7Rp04YcOHBArU2vXr3IvHnzyLx584iZmRmxsrIin3/+OVEoFKo2O3bsIF5eXoTNZhNbW1sycuRI1baSkhKyYMECYmNjQ9hsNunWrRu5fft2pfKuWbOG+Pn5qcmwZcsW4ubmptpe8Z4JCQkhhBCSkpJCRo8eTYRCIbGwsCBDhw4liYmJeseBkNdjv27dOmJra0uEQiH58ssviVQqJcuWLSMWFhbEyclJ7XoSov+aymQysmTJEiIUComlpSX5+OOPyeTJk8mwYcNUbeRyOVm/fr3qnvf19SVHjhypdIz0oe8+dnNzI+vWrSPTpk0jfD6fuLi4kJ9//lm1XSKRkHnz5hF7e3vCZrOJq6srWb9+vWr7y5cvyYwZM4i1tTURCASkT58+JDIyUrW97Br+/vvvxMXFhfB4PDJnzhwik8nIN998Q+zs7IiNjQ35+uuv1eQGQH788UcSHBxMOBwO8fDwUBuHxMREAoDcu3dPte7BgwckODiY8Hg8YmtrSyZOnEiysrJ0jo+bmxv56quvyKRJk4hAICBTpkwhhBBy7do10qtXL8Llcom5uTkZOHAgyc3NJYQY9hxU5Pbt2wQASU5OJoQQIpVKiZOTE/ntt990yleRyq5/cXEx8fHxId26dVOtq/j8aHueaoOyfgcPHqx2HcPCwoi1tTWZM2cO6dWrl2r97NmzCY/HI+np6Rrn4OTkRIKDgwkhyucJALl69apau7IxePz4MSGEkN27dxOhUKjaXrY8c+ZM0qlTJ9X6ly9fqv2NSE5OJsbGxmTJkiVaz0vX9dTG1KlTyYoVK8iZM2eIt7e3ar1UKiV2dnZk7dq1hBDl34Hw8HCSl5dH+Hw+2blzJyFE+z1dkYrnSggh27dv16oPVCYPIVU796r+zdGFm5sb2bJlC6FmovqEEKC0qNZ/CkkBsvNTwJCKYW1kCqZUrN6mCtX+tm3bhsDAQMycOVP1deHs7AxnZ2ccOXIEjx49wurVq/Hpp5/ir7/+AgDIZDIMHz4cvXr1wv3793Hjxg18+OGHYDAYeo83YcIEODs7Izw8HHfv3sWKFStUX5MJCQkIDg7GyJEjcf/+fRw+fBjXrl3D/PnzVftLpVKsXbsWUVFR+Oeff5CUlISpU6eqtq9atQqPHj3CmTNn8PjxY+zcuRPW1tYAgKKiIgQFBcHCwgLh4eE4cuQILl68qNY/oDTPJyQkICQkBHv37sWePXuwZ88eg2WoCiUlJQgICMCpU6cQHR2NDz/8EJMmTcLt27fV2u3duxcsFgu3b9/Gtm3bsHnzZvz2228AgDt37mDhwoX46quvEBsbi7Nnz6pZFz755BMcO3YMe/fuRUREBLy8vBAUFITcMWXLPgAAQM9JREFU3Nxqybxs2TKMGTMGwcHBqnuma9eukEqlCAoKgkAgwNWrVxEWFgY+n4/g4GCDLTyXLl3C8+fPceXKFWzevBlr1qzB4MGDYWFhgVu3bmH27NmYNWuW6qvekGv6/fffY8+ePdi1axeuXbuG3NxcHD9+XO24GzZswL59+/DTTz/h4cOHWLJkCSZOnIjLly9XeXwMuY/L5OrQoQPu3buHuXPnYs6cOYiNjQUAbN++HSdOnMBff/2F2NhY7N+/H+7u7qp9R48ejczMTJw5cwZ3795F+/bt0a9fP7VrmpCQgDNnzuDs2bM4ePAgfv/9d7z77rtIS0vD5cuX8c033+Dzzz/HrVu31ORatWoVRo4ciaioKEyYMAHjxo3D48ePtZ5rXl4e+vbtC39/f9y5cwdnz57FixcvMGbMGL3j9N1338HPzw/37t3DqlWrEBkZiX79+qFVq1a4ceMGrl27hiFDhkAul6v20fUcaEMkEoHBYKimKiMiIvDs2TMwmUz4+/vDwcEBgwYNQnR0tF55tcHlcjF79myEhYUhMzOzWn3UlOnTp6v9fdq1axcmTJgAExMT1TqFQoFDhw5hwoQJr61Br+ByuZg7dy7OnTuH3NxctG3bFh07dsSuXbvU2u3evRtdu3ZFixYtdMrzxRdf4MGDBzh69KjW7ceOHYNUKsUnn3yidbsh75EyCgoKcOTIEUycOBEDBgyASCRS1UlmsViYPHky9uzZA1LunXj06FHI5XKMHz/e4ONUJDMzE8ePH4eRkZFaWTld8gC1e+7VosaqZBOmyhZASSEha8zq/ycp1JBPF7169SKLFi3S2WbevHkqq1JOTg4BQEJDQ6t0HEIIEQgEZM+ePVq3zZgxg3z44Ydq665evUqYTGalltXw8HACQGXxGTJkCJk2bZrWtr/88guxsLBQs8ScOnWKMJlMkpGRQQhRWqHc3NyITCZTtRk9ejQZO3ZspedUUYaafrm9++675KOPPlIt9+rVi7Rs2VLt63D58uWkZcuWhBBCjh07RszMzEh+fr5GX4WFhcTY2Jjs379fta60tJQ4OjqSb7/9Vqu8+iyAhLy21pXnjz/+ID4+PmpySiQSwuVyyblz5/Sed9nYy+WvLdo+Pj6kR48eqmWZTEZ4PB45ePAgIcSwa+rg4KA6V0KUlgFnZ2eV/CUlJcTU1JRcv35dTZ4ZM2aQ8ePHax0jXRhyH7u5uZGJEyeqtisUCmJra6uySixYsID07dtXqzXk6tWrxMzMjJSUlKitb9asmcqKuGbNGmJqaqp2TwQFBRF3d3eN8d2wYYNqGQCZPXu2Wr+dO3cmc+bMIYRoWkvWrl1LBg4cqNY+NTWVACCxsbGVjpGbmxsZPny42rrx48erWdIqou85qIhYLCbt27cn77//vmrdwYMHCQDi6upKjh49Su7cuUPGjx9PrKysSE5OTqXH1nX9z5w5QwCQW7duEUK0WwCZTCbh8XiqX8eOHSs9lqGUHae0tJTY2tqSy5cvk8LCQiIQCEhUVBRZtGiRygKYkZFBAJAtW7Zo7evvv/9WO4effvqJ8Pl81d+0/Px8YmpqqmY5rcwCSAghK1asIN7e3kQqlWpYAGfPnk3MzMzUjn/06FG18bl//75BY/DLL7+Qdu3aqZYXLVqksiYTQsjjx49Vxy6zAHbv3l3t2Su7p7lcrpoMPB5P7dwAEB6PR0xNTVUzHwsXLqySPFU597J7rqJMrVq1MmhsykMtgJQqsWPHDgQEBMDGxgZ8Ph+//PKLyuHV0tISU6dORVBQEIYMGYJt27ZpOEJXxtKlS/HBBx+gf//+2LhxIxISElTboqKisGfPHvD5fNUvKCgICoUCiYmJAIC7d+9iyJAhcHV1hUAgQK9evQBAJducOXNw6NAhtGvXDp988gmuX7+u6v/x48fw8/MDj8dTrevWrRsUCoXK8gIo/XXKf9U5ODiofd3rk6EqyOVyrF27Fm3btoWlpSX4fD7OnTun0VeXLl3Uvg4DAwPx5MkTyOVyDBgwAG5ubvD09MSkSZOwf/9+FBcXA1BagaRSKbp166ba19jYGJ06darUqlNdoqKiEB8fD4FAoLp+lpaWKCkpUbvOumjdujWYzNd/puzs7NC2bVvVspGREaysrFTXQ981FYlESE9PR+fOnVXbWSwWOnTooFqOj49HcXExBgwYoHbv7du3z2C5K46DvvsYgJr/EYPBgL29veq8pk6disjISPj4+GDhwoU4f/68Wv+FhYWwsrJSO0ZiYqKavO7u7hAIBGpj2apVK43xrWi5CgwM1Fiu7F6JiopCSEiImhxlFqKEhATs379fbVt5a0j5awBAZQHUha7noDxSqRRjxowBIQQ7d+5UrVcoFACAzz77DCNHjkRAQAB2794NBoOBI0eOAFDeg2XyDho0SKc8AFTWJV3WGx8fH0RGRqp+x44d09uvoRgbG6v89o4cOQJvb2+1e0ubrPoYP3485HK5atbn8OHDYDKZGDt2rEH7L1++HFlZWRpWxDIqjlVQUBAiIyNx6tQpFBUVaVzPyti1axcmTpyoWp44cSKOHDmCgoICAMpgjK5du6rkSE1NxbVr1zBjxgyNvg4fPqx2jSpGugsEAkRGRuLOnTv4/vvv0b59e6xbt65K8lTn3K9evaom0+nTpw0aG22wqr0npeoYmwKfakag1YSXJXlIL0qHEdMIzc29tAd/GJvW6BiHDh3CsmXL8P333yMwMBACgQCbNm1SmyravXs3Fi5ciLNnz+Lw4cP4/PPPceHCBXTp0kVn31988QXef/99nDp1CmfOnMGaNWtw6NAhjBgxAoWFhZg1axYWLlyosZ+rq6tqui8oKAj79++HjY0NUlJSEBQUpJpiHDRoEJKTk3H69GlcuHAB/fr1w7x58/Ddd98ZfP4VHZwZDIbqxWGIDFVh06ZN2LZtG7Zu3aqKXly8eHGV+hIIBIiIiEBoaCjOnz+P1atX44svvkB4eHiV5QEAJpOp8aKQSqV69yssLERAQAD279+vsc3GxsagY2sbe13XozYoLCwEoIwMdXJyUtvGZrOr1Z+u+7gMXefVvn17JCYm4syZM7h48SLGjBmD/v374+jRoygsLISDg4NGVCUAtajM+hjLwsJCDBkyBN98843GNgcHBygUCjXlu/z4llfaAeVUZG1QpvwlJyfj0qVLMDMzU5MJAFq1aqVax2az4enpqfroOn36tOp+N0SmMuW4/BR9RUxMTODl5VXlczGU6dOno3PnzoiOjsb06dM1ttvY2MDc3LxSRf7x48dgMBgqGc3MzDBq1Cjs3r0b06dPx+7duzFmzBjw+XyD5DE3N8fKlSvx5ZdfYvDgwWrbmjdvDpFIhIyMDNV0NJ/Ph5eXF1gsw1WUR48e4ebNm7h9+zaWL1+uWi+Xy3Ho0CHMnDkTgDIYZMGCBdi+fTv+97//oVmzZqqP9vK4uLjovEZMJlO1vWXLlkhISMCcOXPwxx9/GCxPdc7dw8ND7bmuCdQCWJ8wGIAJr9Z+CmMusuRFIMZcWJm5gMkWaG9bRT8CExMTta+OsLAwdO3aFXPnzoW/vz+8vLy0WkL8/f2xcuVKXL9+HW3atMGBAwcMOp63tzeWLFmC8+fP47333lNFnLVv3x6PHj2Cl5eXxs/ExAQxMTHIycnBxo0b0aNHD7Ro0UKr342NjQ2mTJmCP//8E1u3bsUvv/wCQPnQRkVFoaioSO1cmUwmfHx8DJLdUBkMJSwsDMOGDcPEiRPh5+cHT09PxMXFabSr6Kd18+ZNNG/eXGWpZLFY6N+/P7799ltVaoNLly6hWbNmMDExQVhYmGpfqVSK8PBwtZdgeWxsbJCRkaGmBFb8Gq54zwDK6/fkyRPY2tpqXD+hUFilcTEUfddUKBTCwcFBbfxkMhnu3r2rWm7VqhXYbDZSUlI05HZxcamyTPruY0MxMzPD2LFj8euvv+Lw4cM4duwYcnNz0b59e2RkZIDFYmn0X+bvWhPKUl+UX27ZsqXWtu3bt8fDhw/h7u6uIQuPx4NAIFBbp0uh8vX1xX///adTNn3PQZny9+TJE1y8eBFWVlZq7QMCAsBms9Us/lKpFElJSXBzcwMAuLm5qeSt+EFQEbFYjF9++QU9e/Y0+COnLmjdujVat26N6OhorRHNTCYTY8aMwYEDBzRSiIjFYvz4448ICgqCpeXrdGIzZszAtWvXcPLkSVy/fl2r1UwXCxYsAJPJxLZt29TWjxo1CsbGxlo/GqrC77//jp49eyIqKkrNQrZ06VL8/vvvqnZjxowBk8nEwYMHcerUKUydOrVWfO1WrFiBw4cPIyIiwmB5auvcqwtVAN9g6qrqh7u7O27duoWkpCRkZ2ejefPmuHPnDs6dO4e4uDisWrVKzZqUmJiIlStX4saNG0hOTsb58+fx5MmTSl8SZYjFYsyfPx+hoaFITk5GWFgYwsPDVfstX74c169fx/z58xEZGYknT57g33//VTnPu7q6wsTEBD/88AOePn2KEydOYO3atWrHWL16Nf7991/Ex8fj4cOHOHnypKr/CRMmgMPhYMqUKYiOjkZISAgWLFiASZMmwc7OzqCxMkSGqtC8eXNcuHAB169fx+PHjzFr1iy8ePFCo11KSgqWLl2K2NhYHDx4ED/88AMWLVoEADh58iS2b9+OyMhIJCcnY9++fVAoFPDx8QGPx8OcOXPw8ccf4+zZs3j06BFmzpyJ4uLiSv+g9+7dG1lZWfj222+RkJCAHTt24MyZM2pt3N3dcf/+fcTGxiI7OxtSqRQTJkyAtbU1hg0bhqtXryIxMRGhoaFYuHCh1lQMtYEh13TRokXYuHEj/vnnH8TExGDu3LlqCZ0FAgGWLVuGJUuWYO/evUhISEBERAR++OEHrWkc9KHvPjaEzZs34+DBg4iJiUFcXByOHDkCe3t7mJubo3///ggMDMTw4cNx/vx5JCUl4fr16/jss89w586dKstbkSNHjmDXrl2Ii4vDmjVrcPv27UplnzdvHnJzczF+/HiEh4cjISEB586dw7Rp0wyexitj5cqVCA8Px9y5c3H//n3ExMRg586dyM7OVrXR9RxIpVKMGjUKd+7cwf79+yGXy5GRkYGMjAyVRd3MzAyzZ8/GmjVrcP78ecTGxmLOnDkAoDWlR0UyMzORkZGBJ0+e4NChQ+jWrRuys7PVppkbikuXLiE9Pb1Sa9H69ethb2+PAQMG4MyZM0hNTcWVK1cQFBQEqVSKHTt2qLXv2bMnvLy8MHnyZNVUalXgcDj48ssvsX37drX1rq6u+P7777Ft2zZMmTIFISEhSEpKQkREhKpteRccbUilUvzxxx8YP3482rRpo/b74IMPcOvWLTx8+BCA0sI2duxYfPbZZ8jJycGUKVO09pmTk6O6X8p+JSUllcrg4uKCESNGYPXq1QbLU51zL7vnyv8MmZEpLS1VKaGlpaV49uwZDQKpCQ2ZBkahUJC43DgSnRVNsop1p1ioKrGxsaRLly6Ey+USACQmJoZMnTqVCIVCYm5uTubMmUNWrFihcmzOyMggw4cPJw4ODsTExIS4ubmR1atXqzmXa0MikZBx48YRFxcXYmJiQhwdHcn8+fPVxuz27dtkwIABhM/nEx6PR3x9fcm6detU2w8cOEDc3d0Jm80mgYGB5MSJExpO6S1btiRcLpdYWlqSYcOGkadPn6r2NzQNTHnKO1MbIkNVAgZycnLIsGHDCJ/PJ7a2tuTzzz/XSFHSq1cvMnfuXJUDsYWFBfn0009VzvBXr14lvXr1IhYWFoTL5RJfX19y+PBh1f5isZgsWLCAWFtbG5QGhhBCdu7cqUofMnnyZLJu3Tq1IJDMzEzVdUI5B+/09HQyefJk1bE8PT3JzJkztT4zFdE29toClMocmsvQd02lUilZtGgRMTMzI+bm5mTp0qUaY6xQKMjWrVuJj48PMTY2JjY2NiQoKIhcvny50jHShb77uOI5EEKIn58fWbNmDSHktTM5j8cjZmZmpF+/fiQiIkLVNj8/nyxYsIA4OjoSY2Nj4uLiQiZMmEBSUlIIIdoDeQwZXwBkx44dZMCAAYTNZhN3d3e1e0lbyoy4uDgyYsQIYm5uTrhcLmnRogVZvHixznQe2s6fEEJCQ0NJ165dCZvNJubm5iQoKEg15vqegzLZtP3K7k9ClEFQH330EbG1tSUCgYD079+fREdHVyorIa+vPwDCYDCIQCAgfn5+5OOPP9ZIq7Jq1SoSEBCgWq7rNDCVUfHvFiGEZGVlkQULFhAXFxdibGxM7OzsyNSpU1Vpciqyfv16AkAtiKoMXUEgZchkMtKqVSuNa0AIIRcuXCCDBg0ilpaWhMViETs7OzJ8+HBy9uxZXadNCFEGTpQP9KpIy5Yt1VKtXL9+nQAg3bp1UwvwI0T3fVMWbKbt3Agh5MaNGwQA2bhxY5XkMeTcy99zFX83btzQO0bazotBSBVyhLxlXLlyBZs2bcLdu3eRnp6O48ePV6maQX5+PoRCIUQikZpfCaBM55GYmAgPDw9wOJxalhzIK8nDs8Jnr3z/mtOybxQKpUnRu3dvtGvXDlu3bm1oUXQye/ZspKWl4eTJkw0tCqUccrkc9+7dg7+/v14L49tKk54CLioqgp+fn4apu7FDCFFV/bDiWFHlj0KhUBoZBQUFuHLlCv7++2/079+/ocWhUDRo0grgoEGD8PXXX2PEiBENLUqVEJWKUCovrXHN3/qgfAqFij9t0aFvO4MGDap0PP6/vfsOi+Jq+wf+3RVYlrLAIkWkRVHsWKPok6gBAsbH2GKLGltU7F1jLPhq7CZqfNXExPrESqyvih0USxQUUARRkGIUNIINaQt7//7gxzwMLLAgYNn7c11zXeycMzPn3DOzczgzc3bJkiVvu3jVqqQ4FB0e5F3H+5RpMn/+fHz11Vfo2bMnfH19tVqmtHOiRo0aH8T5UlF8npWuIt+nOn0LuDCJRPJe3AImIsQ+j0VOXg6sjaxhZfT23jTTRmJiYokPqNrY2IjGJdMFDx8+RGZmpsY0pVIpeuvuQxcbG1tiWu3atSttGJCqxvuUVZbSzonMzMwSz4n36XypqMo+zz60W8AV+T7lcQDLITs7G9nZ2cLnly9fVnsZXua8RE5eDqQS6Tvf+wdAGEqB5StrGAldUpXjoFUn3qessnwo50RV4POsdBU5dnT6FnB5LV26FGZmZsJUkTHB3oTo2T85P/vHGGOMsYrhBmA5zJ49Gy9evBCmBw8eVOv2X+W8QnZuNqQSKSwNLctegDHGGGNMA74FXA4ymaxCPwVVGQr3/inlSu79Y4wxxliF6XQDMD09XfTgZHx8PMLDw6FUKkW/0fkuSFelIys3i3v/GGOMMfbGdLoBGBoais6dOwufp06dCgAYMmQItm3b9pZKVRwR4Z+M/9/7Z6iEnlSndxtjjDHG3pBOPwPYqVMnEFGx6V1q/AH5vX+ZuZmQSCSwlHPv3/smKCgIEolE9Huzb6JTp06YPHlypaxLk8ou7/tg6NCh5RoCSldiJJFIcOjQoRLTExISIJFIEB4eXm1lYoxVDp1uAL4PRM/+VVPvX1U3MNiHp7wNKMaqmkqlwqxZs9C0aVMYGxvDzs4O33zzDR49elQs77Fjx9C2bVvI5XJYWFiUeSwX/AMgkUgglUphZmaGFi1aYObMmUhOThblXbBgAZo3by76XLBs4enMmTNvVN+i2ykqLy8Pq1evRtOmTWFoaAgLCwt06dIFly5dEuXbtm2bxvIVHs/2n3/+wZgxY+Do6AiZTAZbW1t4e3uL1hUREYEvv/wS1tbWMDQ0hLOzM/r164cnT55oVZ+DBw+iXbt2MDMzg6mpKRo3biy6LhWUs2HDhsWW9ff3h0QigbOzs2h+ZmYm/Pz8UL9+fRgZGcHT0xP9+vXD7du3i60jLS0NkydPhpOTEwwMDGBnZ4fhw4cjKSlJyKMpToWnBQsWlPpPUtFrrabPEokEe/bsES23Zs2aYnXLycnBypUr0bJlSxgbG8PMzAxubm6YO3euxmMe4AbgO++16jUyVf+/94+f/WOM6YCcnJw3XkdGRgZu3LiBefPm4caNGzhw4ABiYmLw5ZdfivLt378fgwcPxrBhwxAREYFLly7h66+/1mobMTExePToEUJCQjBr1iycOXMGTZo0wa1bt0pdrnHjxkhOThZNn376aYXrWhYiQv/+/bFw4UJMmjQJ0dHRCAoKgoODAzp16lSsl1ehUBQrX2JiopDeu3dvhIWFYfv27bh79y6OHDmCTp06ITU1FUB+A9HDwwNKpRInT55EdHQ0tm7dCjs7O7x+/brM8p49exb9+vVD7969ce3aNVy/fh2LFy8u9qMCxsbGePLkCa5cuSKav3nz5mLP8WdnZ8PT0xNbtmzBDz/8gOjoaKxduxa5ublo27Yt/vrrLyFvWloa2rVrhzNnzuCXX35BbGws9uzZg9jYWLRp0wb3798HAFF81qxZUyxu06dPL3vnlMHQ0BBz584t8QcVCurm5eWFJUuWYOjQobhw4QJu3bqFn3/+GU+fPsW6des0L0iswl68eEEA6MWLF8XSMjMzKSoqijIzM99oG/HP4ynyn0h69OrRG61HW0OGDCEAoik2NpaGDx9Ozs7OZGhoSPXr16c1a9aIlgsMDKQ2bdqQkZERmZmZUfv27SkhIaHM7YWHh1OnTp3IxMSETE1NqWXLlhQSEiKkBwcH07/+9S8yNDQke3t7mjBhAqWnpwvpO3bsoFatWpGJiQnZ2NjQgAED6PHjx0J6Wloaff3111SzZk0yNDQkFxcX2rJli5B+8+ZN6ty5MxkaGpJSqaSRI0fSq1evRPHo3r07rVy5kmxtbUmpVNLYsWMpJydH6zIEBgYSAHr27FmZ8Xj69Cn179+f7OzsSC6XU5MmTWjXrl2iPB07dqRx48bRuHHjSKFQkKWlJc2dO5fUarWQZ/369eTi4kIymYysra2pd+/eQlpWVhZNmDCBrKysSCaTUYcOHejatWslltfPz4/c3NxEZVi9ejU5OTkJ6UWPmcDAQCIiSkpKoj59+pCZmRlZWFjQl19+SfHx8WXGgei/sV+8eDFZW1uTmZkZ/c///A+pVCqaPn06WVhYUO3atUX7k6jsfZqbm0tTpkwhMzMzUiqVNGPGDPrmm2+oe/fuQp68vDxasmSJcMw3a9aM/P39S4xRWco6jp2cnGjx4sU0bNgwMjExIQcHB/r111+F9OzsbBo3bhzZ2tqSTCYjR0dHWrJkiZD+7NkzGjFiBNWsWZNMTU2pc+fOFB4eLqQX7MPNmzeTg4MDGRsb05gxYyg3N5eWL19ONjY2ZGVlRT/88IOo3ABow4YN5OPjQ4aGhvTRRx+J4hAfH08AKCwsTJh369Yt8vHxIWNjY7K2tqZBgwbRP//8U2p8nJycaOHChTR48GAyNTWlIUOGEBHRxYsXqWPHjiSXy8nc3Jw+//xzSktLIyLtzoOirl27RgAoMTGRiIhUKhXVrl2bfv/991LLV1RJ+z8jI4NcXV2pQ4cOwryi54+m86kylLbePXv2EAA6cuRIsbRevXqRpaWlcDxu3bqVzMzMStzOs2fPCAAFBQWVmOfgwYOkp6dHKpWqXHUoMGnSJOrUqVOpeQrKOX78ePr222+F+Q8ePCCZTEbfffed8B1FRLRs2TKSSCTCeZGbm0shISGUk5NDrVu3pkaNGgnHjq+vLxkbG1NycrJomxkZGVS7dm3y8fEpsTxFaTpHCnTs2JEmTZpU6udhw4aRpaUlrV+/Xphf+PuXiGjp0qUklUrpxo0bmkJV4jnBPYDViIiQocrQekrNTEVqZiqy87JhrG9crmULT1SOX/tbu3Yt3N3dMXLkSOG/GHt7e9jb28Pf3x9RUVGYP38+vv/+e+zbtw8AkJubix49eqBjx464efMmrly5glGjRkEikZS5vYEDB8Le3h4hISG4fv06vvvuO+jr6wMA4uLi4OPjg969e+PmzZvYu3cvLl68iPHjxwvLq1QqLFq0CBERETh06BASEhIwdOhQIX3evHmIiopCQEAAoqOjsXHjRtSsWRMA8Pr1a3h7e8PCwgIhISHw9/fHmTNnROsHgMDAQMTFxSEwMBDbt2/Htm3bRM+JllWG8sjKykKrVq1w7NgxREZGYtSoURg8eDCuXbsmyrd9+3bo6enh2rVrWLt2LX766Sf8/vvvAPJfbpo4cSIWLlyImJgYnDhxQtS7MHPmTOzfvx/bt2/HjRs34OLiAm9vb6SlpVWozNOnT0ffvn3h4+MjHDPt27eHSqWCt7c3TE1NERwcjEuXLsHExAQ+Pj5a9/CcO3cOjx49woULF/DTTz/Bz88P//73v2FhYYGrV6/C19cXo0ePxt9//w1Au336448/Ytu2bdiyZQsuXryItLQ0HDx4ULTdpUuXYseOHfjll19w+/ZtTJkyBYMGDcL58+fLHR9tjuOCcrVu3RphYWEYO3YsxowZg5iYGADAzz//jCNHjmDfvn2IiYnBzp07RbeA+vTpgydPniAgIADXr19Hy5Yt4eHhIdqncXFxCAgIwIkTJ7B7925s3rwZXbt2xd9//43z589j+fLlmDt3Lq5evSoq17x589C7d29ERERg4MCB6N+/P6KjozXW9fnz5/jss8/QokULhIaG4sSJE3j8+DH69u1bZpxWrVoFNzc3hIWFYd68eQgPD4eHhwcaNWqEK1eu4OLFi+jWrRvy8vKEZUo7DzR58eIFJBIJzM3NAQA3btzAw4cPIZVK0aJFC9SqVQtdunRBZGRkmeXVRC6Xw9fXF5cuXdL6Vmd12LVrF+rXr49u3boVS5s2bRpSU1Nx+vRprdZV8Puyhw4dEv0yVmG2trbIzc3FwYMHy3X9Kbz87du3tdoPw4cPx759+5CRkQEg/9awj48PbGxsRPl27doFLy8vuLm5ieZLpVJMmTIFUVFRiIiIgFqtxp49ezBw4EDY2tqK8srlcowdOxYnT56s8PdleSkUCsyZMwcLFy4ssfd09+7d8PLyQosWLTSml3gt1tgsZFopbw/g65zX1GRbk2qfXue8Lle9iv4Xosm4ceOEXqXU1NQy/yMsiampKW3btk1j2ogRI2jUqFGiecHBwSSVSkvsWQ0JCSEAQo9Pt27daNiwYRrzbtq0iSwsLEQ9MceOHSOpVEopKSlElN8L5eTkRLm5uUKePn36UL9+/UqsU9EylLe3qKiuXbvStGnThM8dO3akhg0biv6rmzVrFjVs2JCIiPbv308KhYJevnxZbF3p6emkr69PO3fuFObl5OSQnZ0drVixQmN5y+oBJPpvb11h//nPf8jV1VVUzuzsbJLL5XTy5Mky610Q+7y8PGGeq6srffLJJ8Ln3NxcMjY2pt27dxORdvu0Vq1aQl2J8nuB7O3thfJnZWWRkZERXb58WVSeESNG0IABAzTGqDTaHMdOTk40aNAgIV2tVpO1tTVt3LiRiIgmTJhAn332mcb/5IODg0mhUFBWVpZoft26dYVeRD8/PzIyMhIdE97e3uTs7FwsvkuXLhU+AyBfX1/Retu2bUtjxowhouK9G4sWLaLPP/9clP/BgwcEgGJiYkqMkZOTE/Xo0UM0b8CAAaKetKLKOg+KyszMpJYtW9LXX38tzNu9ezcBIEdHR/rzzz8pNDSUBgwYQJaWlpSamlritkvb/wEBAQSArl69SkSaewClUikZGxsLU5s2bUrclrZK6wFs0KBBsfOzQFpaGgGg5cuXE1F+TxYAUfmMjY1FvV5//vknWVhYkKGhIbVv355mz55NERERovV+//33pKenR0qlknx8fGjFihXCOViW9PR0+uKLLwgAOTk5Ub9+/Wjz5s2iY7xwj1vz5s1p+/btpFarqW7dunT48OFi31GGhoai61pBD2Bubi7duHGDANDevXspJSWFANDq1as1lu3AgQOi/aupPIUVnCNyubxYTKVSaZk9gJMmTaKsrCyhl5yo+PevoaEhTZw4UbTdHj16CNtxd3fXWBfuAWRaWb9+PVq1agUrKyuYmJhg06ZNwsOwSqUSQ4cOhbe3N7p164a1a9cWexC6JFOnTsW3334LT09PLFu2DHFxcUJaREQEtm3bJvzHaWJiAm9vb6jVasTHxwMArl+/jm7dusHR0RGmpqbo2LEjAAhlGzNmDPbs2YPmzZtj5syZuHz5srD+6OhouLm5wdjYWJjXoUMHqNVqoecFyH9ep/CPhdeqVUv0331ZZSiPvLw8LFq0CE2bNoVSqYSJiQlOnjxZbF3t2rUT/Vfn7u6Oe/fuIS8vD15eXnByckKdOnUwePBg7Ny5U/jvOC4uDiqVCh06dBCW1dfXx8cff1xir05FRUREIDY2FqampsL+UyqVyMrKEu3n0jRu3BhS6X+/pmxsbNC0aVPhc40aNWBpaSnsj7L26YsXL5CcnIy2bdsK6Xp6emjdurXwOTY2FhkZGfDy8hIdezt27NC63EXjUNZxDADNmjUT/pZIJLC1tRXqNXToUISHh8PV1RUTJ07EqVOnROtPT0+HpaWlaBvx8fGi8jo7O8PU1FQUy0aNGhWLb9GeK3d392KfSzpWIiIiEBgYKCpHgwYNAOQfezt37hSlBQcHC8sW3gcAhB7A0pR2HhSmUqnQt29fEBE2btwozFer1QCAOXPmoHfv3mjVqhW2bt0KiUQCf39/APnHYEF5u3TpUmp5AAg9XqXdAXF1dUV4eLgw7d+/v8z1vikqR0+cqampqHzh4eGintXevXvj0aNHOHLkCHx8fBAUFISWLVuK7owsXrwYKSkp+OWXX9C4cWP88ssvaNCgQZnPRwL5z/YdO3YMsbGxmDt3LkxMTDBt2jR8/PHHwndZYcOHD8fWrVtx/vx5vH79Gl988cUbx6A8ebWxd+/eYjEtesyXRCaTYeHChVi1ahWePn2q1TIbNmxAeHg4hg8frjFmgI6PA1jd5HpyXP36atkZAfz96m+8ynkFc5k5apnUeuPtvok9e/Zg+vTp+PHHH+Hu7g5TU1OsXLlSdKto69atmDhxIk6cOIG9e/di7ty5OH36NNq1a1fquhcsWICvv/4ax44dQ0BAAPz8/LBnzx707NkT6enpGD16NCZOnFhsOUdHR+F2n7e3N3bu3AkrKyskJSXB29tbuMXYpUsXJCYm4vjx4zh9+jQ8PDwwbtw4rFq1Suv6F9ySLiCRSIQLhzZlKI+VK1di7dq1WLNmjfD24uTJk8u1LlNTU9y4cQNBQUE4deoU5s+fjwULFiAkJKTc5QHyb5EU/TIs7YHkAunp6WjVqhV27txZLM3KykqrbWuKfWn7ozKkp6cDyH8ztOgP0Ffkl4DKOo4LlFavli1bIj4+HgEBAThz5gz69u0LT09P/Pnnn0hPT0etWrUQFBRUbP0FtzpLWn9lxzI9PR3dunXD8uXLi6XVqlULarVa1PguHN/CjXYg/3ZbZSho/CUmJuLcuXNQKBSiMgFAo0aNhHkymQx16tQR/uk6fvy4cLxrU6aCxnHRtzQLMzAwgIuLS7nrUlH169cvsdFeML9+/frCPKlUWmb5DA0N4eXlBS8vL8ybNw/ffvst/Pz8RI+/WFpaok+fPujTpw+WLFmCFi1aYNWqVdi+fbtW5a5bty7q1q2Lb7/9FnPmzEH9+vWxd+9eDBs2TJRv4MCBmDlzJhYsWIDBgwdDT69400bbGFhZWcHc3LzUvBKJpNz7z8HBodgy5TnGBw0ahFWrVuGHH34odmzVq1dP1GkB/PfYViqVJa6TewCrkUQigZG+UZmTVCKFSq2CoZ4h7E3ttVqmtEmbZ/EKMzAwEP0HfenSJbRv3x5jx45FixYt4OLiorEnpEWLFpg9ezYuX76MJk2aYNeuXVptr379+pgyZQpOnTqFXr16YevWrQDyL3pRUVFwcXEpNhkYGODOnTtITU3FsmXL8Mknn6BBgwYan7uxsrLCkCFD8Mcff2DNmjXYtGkTAKBhw4aIiIgQPVdx6dIlSKVSuLq6alV2bcugrUuXLqF79+4YNGgQ3NzcUKdOHdy9e7dYvqLPaf3111+oV6+e0FOpp6cHT09PrFixAjdv3kRCQgLOnTuHunXrwsDAQDRcg0qlQkhIiOgiWJiVlRVSUlJEjcCiQxoUPWaA/P137949WFtbF9t/ZmZm5YqLtsrap2ZmZqhVq5Yofrm5ubh+/brwuVGjRpDJZEhKSipWbgcHh3KXqazjWFsKhQL9+vXDb7/9hr1792L//v1IS0tDy5YtkZKSAj09vWLrL3je9U0Ufjuy4LOmoTeA/Lrevn0bzs7OxcpibGwMU1NT0bzSLoDNmjXD2bNnSy1bWedBQePv3r17OHPmDCwtxSMptGrVCjKZTHTxVKlUSEhIgJOTEwDAyclJKG/RfwiKyszMxKZNm/Dpp59q/U9Odejfvz/u3buH//u//yuW9uOPP8LS0hJeXl5vtI1GjRqV+oavgYEB6tatq9VbwJo4OzvDyMhI4/JKpRJffvklzp8/j+HDh2tcvn///jhz5gwiIiJE89VqNVavXo1GjRrBzc0NUqkUffv2xa5du5CSkiLKm5mZiQ0bNsDb27vUhlVVkEqlWLp0KTZu3IiEhARR2oABA3D69GmEhYWVb52VWD5WSZ5m5nfxKmQKyPSq/7eHnZ2dcfXqVSQkJODp06eoV68eQkNDcfLkSdy9exfz5s0T9SbFx8dj9uzZuHLlChITE3Hq1Cncu3evxItEgczMTIwfPx5BQUFITEzEpUuXEBISIiw3a9YsXL58GePHj0d4eDju3buHw4cPCw/POzo6wsDAAOvWrcP9+/dx5MgRLFq0SLSN+fPn4/Dhw4iNjcXt27dx9OhRYf0DBw6EoaEhhgwZgsjISAQGBmLChAkYPHhwsQeIS6JNGcqjXr16OH36NC5fvozo6GiMHj0ajx8/LpYvKSkJU6dORUxMDHbv3o1169Zh0qRJAICjR4/i559/Rnh4OBITE7Fjxw6o1Wq4urrC2NgYY8aMwYwZM3DixAlERUVh5MiRyMjIwIgRIzSWqVOnTvjnn3+wYsUKxMXFYf369QgICBDlcXZ2xs2bNxETE4OnT59CpVJh4MCBqFmzJrp3747g4GDEx8cjKCgIEydOFF7aqGza7NNJkyZh2bJlOHToEO7cuYOxY8eKBnQ2NTXF9OnTMWXKFGzfvh1xcXG4ceMG1q1bp3XPRWFlHcfa+Omnn7B7927cuXMHd+/ehb+/P2xtbWFubg5PT0+4u7ujR48eOHXqFBISEnD58mXMmTMHoaGh5S5vUf7+/tiyZQvu3r0LPz8/XLt2rcSyjxs3DmlpaRgwYABCQkIQFxeHkydPYtiwYcX+QSjL7NmzERISgrFjx+LmzZu4c+cONm7cKLoFVtp5oFKp8NVXXyE0NBQ7d+5EXl4eUlJSkJKSIvSoKxQK+Pr6ws/PD6dOnUJMTAzGjBkDIP/FmrI8efIEKSkpuHfvHvbs2YMOHTrg6dOnotvM1SkzM7PYbca4uDj0798fPXv2xJAhQ7B582YkJCTg5s2bGD16NI4cOYLff/9d1ANLREKsCk9qtRqpqan47LPP8Mcff+DmzZuIj4+Hv78/VqxYge7duwPI/w4aNGgQjh49irt37yImJgarVq3C8ePHhTylWbBgAWbOnImgoCDEx8cjLCwMw4cPh0qlKrGhum3bNjx9+lR45KCoKVOm4OOPP0a3bt3g7++PpKQk3L59G3369EF0dDQ2b94sdJYsWbIEtra28PLyQkBAAB48eIALFy7A29sbKpUK69evL++uqRRdu3ZF27Zt8euvv4rmT5kyBe7u7vDw8MDatWtx48YNxMfH4+TJkwgICBA9wiSi8clAppWqGgYmJy+HktOTKVP1ZkPIVFRMTAy1a9eO5HI5AaA7d+7Q0KFDyczMjMzNzWnMmDH03XffCQ8cp6SkUI8ePahWrVpkYGBATk5ONH/+fNHD5ZpkZ2dT//79ycHBgQwMDMjOzo7Gjx8vitm1a9fIy8uLTExMyNjYmJo1a0aLFy8W0nft2kXOzs4kk8nI3d2djhw5Uuyh9IYNG5JcLielUkndu3en+/fvC8trOwxMYZMmTaKOHTtqXYbyvDCQmppK3bt3JxMTE7K2tqa5c+cWG6KkY8eONHbsWPL19SWFQkEWFhb0/fffCw/DBwcHU8eOHcnCwoLkcjk1a9aM9u7dKyyfmZlJEyZMoJo1a2o1DAwR0caNG4XhQ7755htavHix6CHkJ0+eCPsJhYaBSU5Opm+++UbYVp06dWjkyJEaz5miNMVe0wtKTk5Ooge2y9qnKpWKJk2aRAqFgszNzWnq1KnFYqxWq2nNmjXk6upK+vr6ZGVlRd7e3nT+/PkSY1Saso7jonUgInJzcyM/Pz8iyn+5pXnz5mRsbEwKhYI8PDxEQz68fPmSJkyYQHZ2dqSvr08ODg40cOBASkpKIiLNLwhoE18AtH79evLy8iKZTEbOzs6iY0nTEBd3796lnj17krm5OcnlcmrQoAFNnjy51OFZNNWfiCgoKIjat29PMpmMzM3NydvbW4h5WedBQdk0TQXHJ1H+S1DTpk0ja2trMjU1JU9PT4qMjCyxrET/3f8ASCKRkKmpKbm5udGMGTOKDR0yb948atWqlfC5KoeB0VRXDw8PIso/7leuXEmNGzcmAwMDUigU5O3tTRcvXhStp+AlEE1TcnIyZWVl0XfffUctW7YkMzMzMjIyIldXV5o7dy5lZGQQEVFcXByNHDmS6tevLwzh06ZNG9q6datWdTl37hz17t1buDbY2NiQj48PBQcHi8pZ2nA1RV+UICJ6/fo1zZkzh1xcXEhfX5/MzMyoV69edOvWrWLL//PPPzRhwgRycHAgfX19srGxoaFDhwpDCBVVVcPAFP2+u3z5svByTGFZWVm0bNkycnNzI7lcTjKZjBo0aEBTpkwRvgeKkhBV8pOOOuTly5cwMzPDixcvRM+VAPnDecTHx+Ojjz4SjaDOGGPszXXq1AnNmzfHmjVr3nZRSuXr64u///4bR48efdtFYYXk5eUhLCwMLVq0KLmH7APHt4AZY4yxSvbq1StcuHABBw4cgKen59suDmPFcAOQVanCQygUnTS9Hfqh69KlS4nxWLJkydsuXrUqKQ5Fhwd51/E+ZZrMnz8fX331FXr27AlfX1+tlintnKhRo8YHcb4A+b2iJdVF21ixN8e3gN8A3wIuW2JiYolDhtjY2IjGJdMFDx8+RGZmpsY0pVJZ7W+WvU2xsbElptWuXbvShgGparxPWWUp7ZzIzMws8Zx4n84XIP/lmZcvX2pMUygUsLa2rvIy8C1gHgeQVbGCoRRYvrKGkdAl1TkOWlXifcoqy4dyTpTF2tq6Whp5rHR8C7iKcQcrY4wxxt413ACsIgUj7Jf0EyyMMcYYY28L3wKuIjVq1IC5ubnwqxBGRuX/RQ7GGGOMVb6CgcmzsrL4GUBW+WxtbQHgjX4ajDHGGGOVS61W4+nTp0hISIBUqps3Q/kt4DdQ2lvAheXl5ZX4JixjjDHGqld6ejpat26N0NBQmJiYvO3ivBXcA1gNatSoobNdzIwxxti7JicnB4mJiTAwMNDZodp0s9+TMcYYY0yHcQOQMcYYY0zHcAOQMcYYY0zH8DOAb6Dg/ZmSftKGMcYYY++eguu2Lr8Hyw3AN/Dq1SsAgIODw1suCWOMMcbK69WrVzAzM3vbxXgreBiYN6BWq/Ho0SOYmpq+M4M8v3z5Eg4ODnjw4EGpQ9PoMo5R2ThG2uE4lY1jVDaOkXYqM05EhFevXsHOzk5nxwHkHsA3IJVKYW9v/7aLoZFCoeAvkjJwjMrGMdIOx6lsHKOycYy0U1lx0tWevwK62exljDHGGNNh3ABkjDHGGNMx3AD8wMhkMvj5+UEmk73toryzOEZl4xhph+NUNo5R2ThG2uE4VS5+CYQxxhhjTMdwDyBjjDHGmI7hBiBjjDHGmI7hBiBjjDHGmI7hBiBjjDHGmI7hBuA76MKFC+jWrRvs7OwgkUhw6NAhUfrjx48xdOhQ2NnZwcjICD4+Prh3754oT0pKCgYPHgxbW1sYGxujZcuW2L9/vyhPWloaBg4cCIVCAXNzc4wYMQLp6elVXb1KsXTpUrRp0wampqawtrZGjx49EBMTI8qTlZWFcePGwdLSEiYmJujduzceP34sypOUlISuXbvCyMgI1tbWmDFjBnJzc0V5goKC0LJlS8hkMri4uGDbtm1VXb1KURkxioiIwIABA+Dg4AC5XI6GDRti7dq1xbalyzEqLDU1Ffb29pBIJHj+/LkojWMEbNu2Dc2aNYOhoSGsra0xbtw4UfrNmzfxySefwNDQEA4ODlixYkWV1q0yVVacQkJC4OHhAXNzc1hYWMDb2xsRERGiPO9rnLSJ0aZNm9CpUycoFAqN5xGg3bXrfY1RtSL2zjl+/DjNmTOHDhw4QADo4MGDQpparaZ27drRJ598QteuXaM7d+7QqFGjyNHRkdLT04V8Xl5e1KZNG7p69SrFxcXRokWLSCqV0o0bN4Q8Pj4+5ObmRn/99RcFBweTi4sLDRgwoDqrWmHe3t60detWioyMpPDwcPriiy+KxcDX15ccHBzo7NmzFBoaSu3ataP27dsL6bm5udSkSRPy9PSksLAwOn78ONWsWZNmz54t5Ll//z4ZGRnR1KlTKSoqitatW0c1atSgEydOVGt9K6IyYrR582aaOHEiBQUFUVxcHP3nP/8huVxO69atE/LoeowK6969O3Xp0oUA0LNnz4T5HCOiH3/8kezs7Gjnzp0UGxtLERERdPjwYSH9xYsXZGNjQwMHDqTIyEjavXs3yeVy+vXXX6utrm+iMuL06tUrUiqVNHToULpz5w5FRkZS7969ycbGhnJycojo/Y6TNjFavXo1LV26lJYuXVrsPCpQ1rXrfY5RdeIG4DuuaAMwJiaGAFBkZKQwLy8vj6ysrOi3334T5hkbG9OOHTtE61IqlUKeqKgoAkAhISFCekBAAEkkEnr48GEV1abqPHnyhADQ+fPniYjo+fPnpK+vT/7+/kKe6OhoAkBXrlwhovyGtlQqpZSUFCHPxo0bSaFQUHZ2NhERzZw5kxo3bizaVr9+/cjb27uqq1TpKhIjTcaOHUudO3cWPnOM8m3YsIE6duxIZ8+eLXbh0vUYpaWlkVwupzNnzpS43g0bNpCFhYVw7hERzZo1i1xdXauoJlWrInEKCQkhAJSUlCTkuXnzJgGge/fuEdGHFaeiMSosMDBQYwNQm2vXhxSjqsS3gN8z2dnZAABDQ0NhnlQqhUwmw8WLF4V57du3x969e5GWlga1Wo09e/YgKysLnTp1AgBcuXIF5ubmaN26tbCMp6cnpFIprl69Wj2VqUQvXrwAACiVSgDA9evXoVKp4OnpKeRp0KABHB0dceXKFQD5MWjatClsbGyEPN7e3nj58iVu374t5Cm8joI8Bet4n1QkRiWtp2AdAMcIAKKiorBw4ULs2LFD4w/L63qMTp8+DbVajYcPH6Jhw4awt7dH37598eDBA2GZK1eu4NNPP4WBgYEwz9vbGzExMXj27Fl1VK1SVSROrq6usLS0xObNm5GTk4PMzExs3rwZDRs2hLOzM4APK05FY6QNba5dH1KMqhI3AN8zBV8Ys2fPxrNnz5CTk4Ply5fj77//RnJyspBv3759UKlUsLS0hEwmw+jRo3Hw4EG4uLgAyH9G0NraWrRuPT09KJVKpKSkVGud3pRarcbkyZPRoUMHNGnSBEB+/QwMDGBubi7Ka2NjI9QvJSVF1PgrSC9IKy3Py5cvkZmZWRXVqRIVjVFRly9fxt69ezFq1Chhnq7HKDs7GwMGDMDKlSvh6Oiocd26HqP79+9DrVZjyZIlWLNmDf7880+kpaXBy8sLOTk5wnrKOh/fFxWNk6mpKYKCgvDHH39ALpfDxMQEJ06cQEBAAPT09IT1fAhx0hQjbWhz7fpQYlTV9N52AVj56Ovr48CBAxgxYgSUSiVq1KgBT09PdOnSBVToR13mzZuH58+f48yZM6hZsyYOHTqEvn37Ijg4GE2bNn2LNah848aNQ2RkpKgHlIlVRowiIyPRvXt3+Pn54fPPP6/E0r0bKhqj2bNno2HDhhg0aFAVlezdUdEYqdVqqFQq/Pzzz8Kxs3v3btja2iIwMBDe3t5VUdy3pqJxyszMxIgRI9ChQwfs3r0beXl5WLVqFbp27YqQkBDI5fIqKnH14+/tt497AN9DrVq1Qnh4OJ4/f47k5GScOHECqampqFOnDgAgLi4O//u//4stW7bAw8MDbm5u8PPzQ+vWrbF+/XoAgK2tLZ48eSJab25uLtLS0mBra1vtdaqo8ePH4+jRowgMDIS9vb0w39bWFjk5OcXeIHv8+LFQP1tb22Jv4BV8LiuPQqF4b76M3yRGBaKiouDh4YFRo0Zh7ty5ojRdj9G5c+fg7+8PPT096OnpwcPDAwBQs2ZN+Pn5CevR5RjVqlULANCoUSMh3crKCjVr1kRSUpKwnrLOx/fBm8Rp165dSEhIwNatW9GmTRu0a9cOu3btQnx8PA4fPiys532PU0kx0oY2164PIUbVgRuA7zEzMzNYWVnh3r17CA0NRffu3QEAGRkZAFDsWaQaNWpArVYDANzd3fH8+XNcv35dSD937hzUajXatm1bTTWoOCLC+PHjcfDgQZw7dw4fffSRKL1Vq1bQ19fH2bNnhXkxMTFISkqCu7s7gPwY3Lp1S/Rlcvr0aSgUCuFC5e7uLlpHQZ6CdbzLKiNGAHD79m107twZQ4YMweLFi4ttR9djtH//fkRERCA8PBzh4eH4/fffAQDBwcHCMCe6HqMOHToI8wukpaXh6dOncHJyApAfowsXLkClUgl5Tp8+DVdXV1hYWFRZ/SpLZcQpIyMDUqkUEolEyFPwufB39/sap7JipA1trl3vc4yq1Vt8AYWV4NWrVxQWFkZhYWEEgH766ScKCwujxMREIiLat28fBQYGUlxcHB06dIicnJyoV69ewvI5OTnk4uJCn3zyCV29epViY2Np1apVJJFI6NixY0I+Hx8fatGiBV29epUuXrxI9erVe2+GgRkzZgyZmZlRUFAQJScnC1NGRoaQx9fXlxwdHencuXMUGhpK7u7u5O7uLqQXDAPz+eefU3h4OJ04cYKsrKw0DgMzY8YMio6OpvXr1783w3dURoxu3bpFVlZWNGjQINE6njx5IuTR9RgVpentRY5R/hA5jRs3pkuXLtGtW7fo3//+NzVq1EgY3uT58+dkY2NDgwcPpsjISNqzZw8ZGRm9N0N3VEacoqOjSSaT0ZgxYygqKooiIyNp0KBBZGZmRo8ePSKi9ztO2sQoOTmZwsLC6LfffiMAdOHCBQoLC6PU1FQhT1nXrvc5RtWJG4DvoIILSNFpyJAhRES0du1asre3J319fXJ0dKS5c+eKXncnIrp79y716tWLrK2tycjIiJo1a1ZsWJjU1FQaMGAAmZiYkEKhoGHDhtGrV6+qq5pvRFN8ANDWrVuFPJmZmTR27FiysLAgIyMj6tmzJyUnJ4vWk5CQQF26dCG5XE41a9akadOmkUqlEuUJDAyk5s2bk4GBAdWpU0e0jXdZZcTIz89P4zqcnJxE29LlGBVV0vAVuh6jFy9e0PDhw8nc3JyUSiX17NlTNNwJEVFERAT961//IplMRrVr16Zly5ZVRxUrRWXF6dSpU9ShQwcyMzMjCwsL+uyzz4oNOfS+xkmbGJX0nVM4jzbXrvc1RtVJQlTozQHGGGOMMfbB42cAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0zP8DHr+eVCE6jS4AAAAASUVORK5CYII=", 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\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -128,11 +129,11 @@ "raw_tas_line.set_linestyle(\":\")\n", "raw_tas_line.set_marker(\".\")\n", "\n", - "alread_plotted = (\n", + "already_plotted = (\n", " f\"{coverage_identifier}__NO_SMOOTHING\",\n", ")\n", "for name, df in dfs.items():\n", - " if name not in alread_plotted and \"11_YEARS\" in name:\n", + " if name not in already_plotted:\n", " ax.plot(df, label=name)\n", "\n", "\n", @@ -148,6 +149,71 @@ "source": [ "ax.clear()" ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "513aadfd-1ba2-48d4-bc41-17ae4b39f61e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'tas_seasonal_absolute_model_ensemble-rcp26-DJF__NO_SMOOTHING': value\n", + " datetime \n", + " 1976-02-15 12:00:00+00:00 2.640222\n", + " 1977-02-14 17:57:04.390000+00:00 4.131799\n", + " 1978-02-14 23:54:08.780000+00:00 2.913995\n", + " 1979-02-15 05:51:13.171000+00:00 3.958703\n", + " 1980-02-15 11:48:17.561000+00:00 3.593713\n", + " ... ...\n", + " 2095-02-15 00:11:42.439000+00:00 4.252954\n", + " 2096-02-15 06:08:46.829000+00:00 4.549829\n", + " 2097-02-14 12:05:51.220000+00:00 4.398187\n", + " 2098-02-14 18:02:55.610000+00:00 4.646112\n", + " 2099-02-15 00:00:00+00:00 4.863336\n", + " \n", + " [124 rows x 1 columns],\n", + " 'tas_seasonal_absolute_model_ensemble-rcp26-DJF__MOVING_AVERAGE_11_YEARS': value\n", + " datetime \n", + " 1981-02-14 17:45:21.951000+00:00 3.482441\n", + " 1982-02-14 23:42:26.341000+00:00 3.479819\n", + " 1983-02-15 05:39:30.732000+00:00 3.424352\n", + " 1984-02-15 11:36:35.122000+00:00 3.497647\n", + " 1985-02-14 17:33:39.512000+00:00 3.515131\n", + " ... ...\n", + " 2090-02-14 18:26:20.488000+00:00 4.876914\n", + " 2091-02-15 00:23:24.878000+00:00 4.884640\n", + " 2092-02-15 06:20:29.268000+00:00 4.841752\n", + " 2093-02-14 12:17:33.659000+00:00 4.848635\n", + " 2094-02-14 18:14:38.049000+00:00 4.840301\n", + " \n", + " [114 rows x 1 columns],\n", + " 'tas_seasonal_absolute_model_ensemble-rcp26-DJF__LOESS_SMOOTHING': value\n", + " datetime \n", + " 1976-02-15 12:00:00+00:00 0.765062\n", + " 1977-02-14 17:57:04.390000+00:00 0.886494\n", + " 1978-02-14 23:54:08.780000+00:00 1.006960\n", + " 1979-02-15 05:51:13.171000+00:00 1.126406\n", + " 1980-02-15 11:48:17.561000+00:00 1.244649\n", + " ... ...\n", + " 2095-02-15 00:11:42.439000+00:00 5.330330\n", + " 2096-02-15 06:08:46.829000+00:00 5.367094\n", + " 2097-02-14 12:05:51.220000+00:00 5.403876\n", + " 2098-02-14 18:02:55.610000+00:00 5.440669\n", + " 2099-02-15 00:00:00+00:00 5.477937\n", + " \n", + " [124 rows x 1 columns]}" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfs" + ] } ], "metadata": { @@ -166,7 +232,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.8" + "version": "3.10.14" } }, "nbformat": 4,