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Created December 5, 2021 18:27
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{
"cells": [
{
"cell_type": "code",
"execution_count": 87,
"id": "clean-grace",
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"import glob\n",
"import json\n",
"import boto3\n",
"import urllib\n",
"import requests\n",
"import datetime\n",
"import warnings\n",
"\n",
"import numpy as np\n",
"import pandas as pd\n",
"import geopandas as gpd\n",
"import seaborn as sns\n",
"import concentrationMetrics as cm\n",
"\n",
"from matplotlib import pyplot\n",
"from botocore import UNSIGNED\n",
"from botocore.config import Config\n",
"\n",
"import sklearn.linear_model"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "arctic-contrast",
"metadata": {},
"outputs": [],
"source": [
"warnings.filterwarnings('ignore', category=UserWarning)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "dying-hierarchy",
"metadata": {},
"outputs": [],
"source": [
"OOKLA_BUCKET = 'ookla-open-data'\n",
"s3 = boto3.client('s3', config=Config(signature_version=UNSIGNED))"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "alpine-grant",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Key</th>\n",
" <th>LastModified</th>\n",
" <th>ETag</th>\n",
" <th>Size</th>\n",
" <th>StorageClass</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>shapefiles/performance/type=fixed/year=2019/qu...</td>\n",
" <td>2021-06-01 19:16:08+00:00</td>\n",
" <td>\"cea4af96ae8a97fcb9785fcd15d0d5c5-35\"</td>\n",
" <td>290431451</td>\n",
" <td>INTELLIGENT_TIERING</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>shapefiles/performance/type=fixed/year=2019/qu...</td>\n",
" <td>2021-06-01 20:24:17+00:00</td>\n",
" <td>\"2a659ded470151909d41381a1c7c9cd3-35\"</td>\n",
" <td>289395605</td>\n",
" <td>INTELLIGENT_TIERING</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>shapefiles/performance/type=fixed/year=2019/qu...</td>\n",
" <td>2021-06-01 20:45:24+00:00</td>\n",
" <td>\"beb229ccbba1207d698ebaa118cdba0b-40\"</td>\n",
" <td>331187540</td>\n",
" <td>INTELLIGENT_TIERING</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>shapefiles/performance/type=fixed/year=2019/qu...</td>\n",
" <td>2021-06-01 20:50:24+00:00</td>\n",
" <td>\"3996e177a8245e75ea89b66605adfe4d-47\"</td>\n",
" <td>389369334</td>\n",
" <td>INTELLIGENT_TIERING</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>shapefiles/performance/type=fixed/year=2020/qu...</td>\n",
" <td>2020-09-29 19:36:48+00:00</td>\n",
" <td>\"8f0a9618e24769d56ccabf9f3c0a05c5-50\"</td>\n",
" <td>413043523</td>\n",
" <td>INTELLIGENT_TIERING</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>shapefiles/performance/type=fixed/year=2020/qu...</td>\n",
" <td>2020-09-29 19:25:00+00:00</td>\n",
" <td>\"144976a20a16f0bf47f974c661da40ad-52\"</td>\n",
" <td>428834336</td>\n",
" <td>INTELLIGENT_TIERING</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>shapefiles/performance/type=fixed/year=2020/qu...</td>\n",
" <td>2020-10-05 17:05:20+00:00</td>\n",
" <td>\"8e68a4b69b08958bd73755cf135060f1-51\"</td>\n",
" <td>424698789</td>\n",
" <td>INTELLIGENT_TIERING</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>shapefiles/performance/type=fixed/year=2020/qu...</td>\n",
" <td>2021-01-06 19:53:35+00:00</td>\n",
" <td>\"1ed5d72dd8379ffb5db7e1564613c4d7-46\"</td>\n",
" <td>378399344</td>\n",
" <td>INTELLIGENT_TIERING</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>shapefiles/performance/type=fixed/year=2021/qu...</td>\n",
" <td>2021-04-10 19:43:22+00:00</td>\n",
" <td>\"d80e2c3ffbded91c90ce42919c56de9a-48\"</td>\n",
" <td>399161865</td>\n",
" <td>INTELLIGENT_TIERING</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>shapefiles/performance/type=fixed/year=2021/qu...</td>\n",
" <td>2021-07-09 18:02:53+00:00</td>\n",
" <td>\"8207a61bc74381d5d3b2b485ef4c1c09-41\"</td>\n",
" <td>335895772</td>\n",
" <td>INTELLIGENT_TIERING</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>shapefiles/performance/type=fixed/year=2021/qu...</td>\n",
" <td>2021-10-04 21:21:02+00:00</td>\n",
" <td>\"dce7ce0099ee523fb5dcf7a2bc078ebe-50\"</td>\n",
" <td>417167722</td>\n",
" <td>INTELLIGENT_TIERING</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Key \\\n",
"0 shapefiles/performance/type=fixed/year=2019/qu... \n",
"1 shapefiles/performance/type=fixed/year=2019/qu... \n",
"2 shapefiles/performance/type=fixed/year=2019/qu... \n",
"3 shapefiles/performance/type=fixed/year=2019/qu... \n",
"4 shapefiles/performance/type=fixed/year=2020/qu... \n",
"5 shapefiles/performance/type=fixed/year=2020/qu... \n",
"6 shapefiles/performance/type=fixed/year=2020/qu... \n",
"7 shapefiles/performance/type=fixed/year=2020/qu... \n",
"8 shapefiles/performance/type=fixed/year=2021/qu... \n",
"9 shapefiles/performance/type=fixed/year=2021/qu... \n",
"10 shapefiles/performance/type=fixed/year=2021/qu... \n",
"\n",
" LastModified ETag \\\n",
"0 2021-06-01 19:16:08+00:00 \"cea4af96ae8a97fcb9785fcd15d0d5c5-35\" \n",
"1 2021-06-01 20:24:17+00:00 \"2a659ded470151909d41381a1c7c9cd3-35\" \n",
"2 2021-06-01 20:45:24+00:00 \"beb229ccbba1207d698ebaa118cdba0b-40\" \n",
"3 2021-06-01 20:50:24+00:00 \"3996e177a8245e75ea89b66605adfe4d-47\" \n",
"4 2020-09-29 19:36:48+00:00 \"8f0a9618e24769d56ccabf9f3c0a05c5-50\" \n",
"5 2020-09-29 19:25:00+00:00 \"144976a20a16f0bf47f974c661da40ad-52\" \n",
"6 2020-10-05 17:05:20+00:00 \"8e68a4b69b08958bd73755cf135060f1-51\" \n",
"7 2021-01-06 19:53:35+00:00 \"1ed5d72dd8379ffb5db7e1564613c4d7-46\" \n",
"8 2021-04-10 19:43:22+00:00 \"d80e2c3ffbded91c90ce42919c56de9a-48\" \n",
"9 2021-07-09 18:02:53+00:00 \"8207a61bc74381d5d3b2b485ef4c1c09-41\" \n",
"10 2021-10-04 21:21:02+00:00 \"dce7ce0099ee523fb5dcf7a2bc078ebe-50\" \n",
"\n",
" Size StorageClass \n",
"0 290431451 INTELLIGENT_TIERING \n",
"1 289395605 INTELLIGENT_TIERING \n",
"2 331187540 INTELLIGENT_TIERING \n",
"3 389369334 INTELLIGENT_TIERING \n",
"4 413043523 INTELLIGENT_TIERING \n",
"5 428834336 INTELLIGENT_TIERING \n",
"6 424698789 INTELLIGENT_TIERING \n",
"7 378399344 INTELLIGENT_TIERING \n",
"8 399161865 INTELLIGENT_TIERING \n",
"9 335895772 INTELLIGENT_TIERING \n",
"10 417167722 INTELLIGENT_TIERING "
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fixed_files = s3.list_objects(Bucket=OOKLA_BUCKET, Prefix='shapefiles/performance/type=fixed/')\n",
"fixed_files = pd.DataFrame(fixed_files['Contents'])\n",
"\n",
"fixed_files"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "designing-moderator",
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"<bound method Series.apply of 0 2019-01-01_performance_fixed_tiles.zip\n",
"1 2019-04-01_performance_fixed_tiles.zip\n",
"2 2019-07-01_performance_fixed_tiles.zip\n",
"3 2019-10-01_performance_fixed_tiles.zip\n",
"4 2020-01-01_performance_fixed_tiles.zip\n",
"5 2020-04-01_performance_fixed_tiles.zip\n",
"6 2020-07-01_performance_fixed_tiles.zip\n",
"7 2020-10-01_performance_fixed_tiles.zip\n",
"8 2021-01-01_performance_fixed_tiles.zip\n",
"9 2021-04-01_performance_fixed_tiles.zip\n",
"10 2021-07-01_performance_fixed_tiles.zip\n",
"Name: Key, dtype: object>"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fixed_files['Key'].apply(os.path.basename)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "nutritional-chain",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Downloading shapefiles/performance/type=fixed/year=2019/quarter=1/2019-01-01_performance_fixed_tiles.zip (276.98mb)\n",
"Downloading shapefiles/performance/type=fixed/year=2019/quarter=2/2019-04-01_performance_fixed_tiles.zip (275.99mb)\n",
"Downloading shapefiles/performance/type=fixed/year=2019/quarter=3/2019-07-01_performance_fixed_tiles.zip (315.85mb)\n",
"Downloading shapefiles/performance/type=fixed/year=2019/quarter=4/2019-10-01_performance_fixed_tiles.zip (371.33mb)\n",
"Downloading shapefiles/performance/type=fixed/year=2020/quarter=1/2020-01-01_performance_fixed_tiles.zip (393.91mb)\n",
"Downloading shapefiles/performance/type=fixed/year=2020/quarter=2/2020-04-01_performance_fixed_tiles.zip (408.97mb)\n",
"Downloading shapefiles/performance/type=fixed/year=2020/quarter=3/2020-07-01_performance_fixed_tiles.zip (405.02mb)\n",
"Downloading shapefiles/performance/type=fixed/year=2020/quarter=4/2020-10-01_performance_fixed_tiles.zip (360.87mb)\n",
"Downloading shapefiles/performance/type=fixed/year=2021/quarter=1/2021-01-01_performance_fixed_tiles.zip (380.67mb)\n",
"Downloading shapefiles/performance/type=fixed/year=2021/quarter=2/2021-04-01_performance_fixed_tiles.zip (320.34mb)\n",
"Downloading shapefiles/performance/type=fixed/year=2021/quarter=3/2021-07-01_performance_fixed_tiles.zip (397.84mb)\n"
]
}
],
"source": [
"for object_path in fixed_files['Key'].values:\n",
" object_date = os.path.basename(object_path)\n",
" object_date = object_date.split('_', 1)[0]\n",
" \n",
" obj = s3.get_object(Bucket=OOKLA_BUCKET, Key=object_path)\n",
" \n",
" print('Downloading {} ({:.2f}mb)'.format(object_path, (obj['ContentLength'] / 1024) / 1024))\n",
" layer_content = obj['Body'].read()\n",
" \n",
" with open('../speedtest/{}.zip'.format(object_date), 'wb') as fd:\n",
" fd.write(layer_content)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "radical-colonial",
"metadata": {},
"outputs": [],
"source": [
"BOLIVIA_BBOX = (-69.851074,-22.998852,-57.238770,-9.492408)"
]
},
{
"cell_type": "code",
"execution_count": 192,
"id": "seasonal-seventh",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/psi/.local/lib/python3.8/site-packages/geopandas/geodataframe.py:577: RuntimeWarning: Sequential read of iterator was interrupted. Resetting iterator. This can negatively impact the performance.\n",
" for feature in features_lst:\n"
]
}
],
"source": [
"gdf = gpd.read_file('../speedtest/2021-07-01.zip', bbox=BOLIVIA_BBOX)\n",
"gdf = gdf.set_index('quadkey')"
]
},
{
"cell_type": "code",
"execution_count": 42,
"id": "transsexual-hughes",
"metadata": {},
"outputs": [],
"source": [
"bolivia_gdf = gpd.read_file('../../../data/bolivia/municipio_geo.geojson')"
]
},
{
"cell_type": "code",
"execution_count": 43,
"id": "aggressive-communications",
"metadata": {},
"outputs": [],
"source": [
"bolivia_gdf.columns = [_.lower() for _ in bolivia_gdf.columns]\n",
"bolivia_gdf = bolivia_gdf.drop(['id', 'capital'], axis=1)\n",
"bolivia_gdf['c_ut'] = bolivia_gdf['c_ut'].astype(int)"
]
},
{
"cell_type": "code",
"execution_count": 193,
"id": "compatible-entry",
"metadata": {},
"outputs": [],
"source": [
"speedtest_gdf = gpd.sjoin(gdf, bolivia_gdf).drop('index_right', axis=1)"
]
},
{
"cell_type": "code",
"execution_count": 72,
"id": "unsigned-agreement",
"metadata": {},
"outputs": [],
"source": [
"speedtest_gdf = pd.DataFrame([])\n",
"\n",
"for speed_filen in glob.glob('../speedtest/bolivia/*.geojson'):\n",
" gdf = gpd.read_file(speed_filen)\n",
" \n",
" speed_filen = os.path.basename(speed_filen).split('.', 1)[0]\n",
" speed_filen = pd.to_datetime(speed_filen)\n",
" \n",
" gdf['fecha'] = speed_filen\n",
" \n",
" speedtest_gdf = pd.concat([speedtest_gdf, gdf])"
]
},
{
"cell_type": "code",
"execution_count": 86,
"id": "architectural-brighton",
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
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"text/plain": [
"<Figure size 2125.98x850.394 with 9 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"speedtest_speed = speedtest_gdf.groupby([\n",
" pd.Grouper(key='fecha', freq='3M'),\n",
" 'departamen'\n",
"])['avg_d_kbps']\n",
"\n",
"speedtest_speed_m = speedtest_speed.mean().unstack(level=1)\n",
"axs = speedtest_speed_m.plot(\n",
" subplots=True, figsize=(75/2.54, 30/2.54), layout=(1, 9), sharey=True, grid=True\n",
")\n",
"axs = axs.flatten()\n",
"\n",
"speedtest_speed_s = speedtest_speed.sem().unstack(level=1)\n",
"\n",
"for idx, col in enumerate(speedtest_speed_m.columns):\n",
" axs[idx].fill_between(\n",
" speedtest_speed_s[col].index,\n",
" speedtest_speed_m[col] + speedtest_speed_s[col],\n",
" speedtest_speed_m[col] - speedtest_speed_s[col],\n",
" alpha=.2\n",
" )\n",
"\n",
"_ = [_.set_frame_on(False) for _ in axs]\n",
"_ = axs[0].get_figure().suptitle('velocidad de descarga promedio', y=.92, fontsize=15)\n",
"axs[0].get_figure().savefig('/tmp/velocidad.d.promedi.jpeg', bbox_inches='tight')"
]
},
{
"cell_type": "code",
"execution_count": 88,
"id": "perceived-backing",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 2125.98x850.394 with 9 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"cm_index = cm.Index()\n",
"speedtest_speed_gini = speedtest_speed.apply(cm_index.gini).unstack(level=1)\n",
"axs = speedtest_speed_gini.plot(\n",
" subplots=True, figsize=(75/2.54, 30/2.54), layout=(1, 9), sharey=True, grid=True\n",
")\n",
"axs = axs.flatten()\n",
"\n",
"_ = [_.set_frame_on(False) for _ in axs]\n",
"_ = axs[0].get_figure().suptitle('indice de gini velocidad de descarga', y=.92, fontsize=15)\n",
"axs[0].get_figure().savefig('/tmp/gini.velocidad.d.jpeg', bbox_inches='tight')"
]
},
{
"cell_type": "code",
"execution_count": 76,
"id": "stylish-riding",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 2125.98x850.394 with 9 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"speedtest_capitals_gdf = speedtest_gdf[speedtest_gdf['c_ut'].astype(str).str.endswith('0101')]\n",
"\n",
"speedtest_speed = speedtest_capitals_gdf.groupby([\n",
" pd.Grouper(key='fecha', freq='3M'),\n",
" 'departamen'\n",
"])['avg_d_kbps']\n",
"\n",
"speedtest_speed_m = speedtest_speed.mean().unstack(level=1)\n",
"axs = speedtest_speed_m.plot(\n",
" subplots=True, figsize=(75/2.54, 30/2.54), layout=(1, 9), sharey=True\n",
")\n",
"axs = axs.flatten()\n",
"\n",
"speedtest_speed_s = speedtest_speed.sem().unstack(level=1)\n",
"\n",
"for idx, col in enumerate(speedtest_speed_m.columns):\n",
" axs[idx].fill_between(\n",
" speedtest_speed_s[col].index,\n",
" speedtest_speed_m[col] + speedtest_speed_s[col],\n",
" speedtest_speed_m[col] - speedtest_speed_s[col],\n",
" alpha=.2\n",
" )\n",
"\n",
"_ = [_.set_frame_on(False) for _ in axs]"
]
},
{
"cell_type": "code",
"execution_count": 77,
"id": "successful-restaurant",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 2125.98x850.394 with 9 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"speedtest_speed_gini = speedtest_speed.apply(cm_index.gini).unstack(level=1)\n",
"axs = speedtest_speed_gini.plot(\n",
" subplots=True, figsize=(75/2.54, 30/2.54), layout=(1, 9), sharey=True\n",
")\n",
"_ = [_.set_frame_on(False) for _ in axs[0]]"
]
},
{
"cell_type": "code",
"execution_count": 38,
"id": "premium-restaurant",
"metadata": {},
"outputs": [],
"source": [
"google_base_url = 'https://transparencyreport.google.com'\n",
"google_traffic_uri = 'transparencyreport/api/v3/traffic/fraction'\n",
"google_params = {\n",
" 'start':1356998400000,\n",
" 'end': 1640995199999,\n",
" 'region': 'BO',\n",
" 'product': 21\n",
"}\n",
"google_url = '{}/{}?{}'.format(\n",
" google_base_url,\n",
" google_traffic_uri,\n",
" urllib.parse.urlencode(google_params)\n",
")\n",
"google_youtube_traffic = requests.get(google_url, timeout=5)"
]
},
{
"cell_type": "code",
"execution_count": 39,
"id": "celtic-middle",
"metadata": {},
"outputs": [],
"source": [
"google_youtube_traffic = google_youtube_traffic.content.split(b'\\n')[-1]\n",
"google_youtube_traffic = json.loads(google_youtube_traffic)"
]
},
{
"cell_type": "code",
"execution_count": 40,
"id": "intense-movie",
"metadata": {},
"outputs": [],
"source": [
"google_youtube_traffic = {_: __[0][1] for _, __ in google_youtube_traffic[0][1]}\n",
"google_youtube_traffic = pd.DataFrame.from_dict(google_youtube_traffic, orient='index')"
]
},
{
"cell_type": "code",
"execution_count": 41,
"id": "competitive-louisiana",
"metadata": {},
"outputs": [],
"source": [
"google_youtube_traffic.index = pd.to_datetime(google_youtube_traffic.index / 1000, unit='s')\n",
"google_youtube_traffic = google_youtube_traffic[0]"
]
},
{
"cell_type": "code",
"execution_count": 52,
"id": "rapid-birthday",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"2013-01-06 11.298843\n",
"2013-01-13 11.356273\n",
"2013-01-20 11.327543\n",
"2013-01-27 11.298813\n",
"2013-02-03 12.798056\n",
" ... \n",
"2021-09-12 43.585533\n",
"2021-09-19 43.773690\n",
"2021-09-26 43.911099\n",
"2021-10-03 44.048508\n",
"2021-10-10 44.717220\n",
"Name: 0, Length: 458, dtype: float64"
]
},
"execution_count": 52,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"google_youtube_traffic_ = google_youtube_traffic.resample('W').mean()\n",
"google_youtube_traffic_ = google_youtube_traffic_.interpolate().round(6)\n",
"google_youtube_traffic_.index = google_youtube_traffic_.index - pd.Timedelta(days=7)\n",
"\n",
"google_youtube_traffic_"
]
},
{
"cell_type": "code",
"execution_count": 141,
"id": "mature-species",
"metadata": {},
"outputs": [],
"source": [
"def year_start(year):\n",
" fourth_jan = datetime.date(year, 1, 4)\n",
" delta = datetime.timedelta(fourth_jan.isoweekday() - 1)\n",
" \n",
" return fourth_jan - delta\n",
"\n",
"def predict(df, until='2018'):\n",
" base_df = df.loc[:until]\n",
" base_df_index = base_df.index.isocalendar()\n",
" \n",
" base_df = base_df.to_frame().set_index([\n",
" base_df_index.year, base_df_index.week\n",
" ])[df.name]\n",
" \n",
" base_df_ = base_df.unstack(level=0)\n",
" base_df_ = base_df_[~(base_df_.index > 52)].T.stack()\n",
" \n",
" base_years = base_df_.index.get_level_values(0).values.reshape(-1 ,1)\n",
" base_years_n = len(np.unique(base_years))\n",
"\n",
" onehot = np.concatenate([np.eye(52) for _ in range(base_years_n)])\n",
" predictors = np.concatenate((base_years, onehot), axis=1)\n",
"\n",
" reg = sklearn.linear_model.LinearRegression(fit_intercept=False).fit(\n",
" predictors, base_df_.values\n",
" )\n",
" \n",
" baseline = reg.predict(\n",
" np.concatenate([\n",
" np.concatenate((np.ones((52, 1)) * (2013 + _), np.eye(52)), axis=1) for _ in range(9)\n",
" ])\n",
" )\n",
"\n",
" return baseline"
]
},
{
"cell_type": "code",
"execution_count": 161,
"id": "celtic-shopping",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1417.32x566.929 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"until = '2018'\n",
"df_ = predict(google_youtube_traffic_, until=until)\n",
"gyt_idx = google_youtube_traffic_['2013':].index\n",
"\n",
"df_ = pd.DataFrame(df_[:len(gyt_idx)], index=gyt_idx)\n",
"\n",
"ax = google_youtube_traffic_.rename('trafico youtube escalado - bolivia').plot(\n",
" figsize=(50/2.54, 20/2.54), \n",
")\n",
"ax = df_[0].rename('prediccion base[:{}]'.format(until)).plot(ax=ax, grid=True)\n",
"\n",
"ax.legend(loc='upper left')\n",
"ax.get_figure().savefig('/tmp/youtube.traffic.pred.{}.jpg'.format(until), bbox_inches='tight')"
]
},
{
"cell_type": "code",
"execution_count": 165,
"id": "friendly-netscape",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1417.32x566.929 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"ax = (google_youtube_traffic_ - df_[0]).rolling(window=5, center=True).mean().rename('diff pred(2018)').plot(figsize=(50/2.54, 20/2.54), grid=True)\n",
"ax.legend(loc='upper left')\n",
"ax.get_figure().savefig('/tmp/youtube.traffic.diff.soft.{}.jpg'.format(until), bbox_inches='tight')"
]
},
{
"cell_type": "code",
"execution_count": 170,
"id": "banner-illinois",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1417.32x566.929 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"ax = (google_youtube_traffic_ / df_[0]).plot(figsize=(50/2.54, 20/2.54), grid=True)"
]
},
{
"cell_type": "code",
"execution_count": 46,
"id": "sacred-youth",
"metadata": {},
"outputs": [],
"source": [
"sdsn_df = pd.read_csv('../../../data/bolivia/sdsn/sdsn.gen.csv')\n",
"\n",
"sdsn_df['cod_ine'] = sdsn_df['cod_ine'].astype(int)\n",
"sdsn_df['sdi'] = sdsn_df['sdi'].round(2)\n",
"\n",
"sdsn_df = sdsn_df.set_index('cod_ine')"
]
},
{
"cell_type": "code",
"execution_count": 207,
"id": "universal-supplement",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>avg_u_kbps</th>\n",
" <th>avg_d_kbps</th>\n",
" <th>speedtest_sample_s</th>\n",
" <th>municipio</th>\n",
" <th>departamento</th>\n",
" <th>sdi</th>\n",
" <th>poblacion</th>\n",
" <th>urbanizacion</th>\n",
" </tr>\n",
" <tr>\n",
" <th>c_ut</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>10101</th>\n",
" <td>8599.99</td>\n",
" <td>18520.38</td>\n",
" <td>764.87</td>\n",
" <td>Sucre</td>\n",
" <td>Chuquisaca</td>\n",
" <td>69.58</td>\n",
" <td>295476</td>\n",
" <td>91.4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10102</th>\n",
" <td>9263.15</td>\n",
" <td>16527.00</td>\n",
" <td>149.75</td>\n",
" <td>Yotala</td>\n",
" <td>Chuquisaca</td>\n",
" <td>55.50</td>\n",
" <td>10017</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10401</th>\n",
" <td>17918.00</td>\n",
" <td>24378.83</td>\n",
" <td>162.65</td>\n",
" <td>Padilla</td>\n",
" <td>Chuquisaca</td>\n",
" <td>54.17</td>\n",
" <td>11067</td>\n",
" <td>31.9</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10404</th>\n",
" <td>4623.00</td>\n",
" <td>5545.00</td>\n",
" <td>38.49</td>\n",
" <td>Villa Alcalá</td>\n",
" <td>Chuquisaca</td>\n",
" <td>48.14</td>\n",
" <td>5196</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10501</th>\n",
" <td>7294.08</td>\n",
" <td>11660.75</td>\n",
" <td>143.81</td>\n",
" <td>Monteagudo</td>\n",
" <td>Chuquisaca</td>\n",
" <td>57.46</td>\n",
" <td>27119</td>\n",
" <td>47.1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>90203</th>\n",
" <td>7606.75</td>\n",
" <td>9639.75</td>\n",
" <td>178.89</td>\n",
" <td>Filadelfia</td>\n",
" <td>Pando</td>\n",
" <td>48.26</td>\n",
" <td>6149</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>90301</th>\n",
" <td>14308.67</td>\n",
" <td>22345.33</td>\n",
" <td>33.00</td>\n",
" <td>Puerto Gonzalo Moreno</td>\n",
" <td>Pando</td>\n",
" <td>47.45</td>\n",
" <td>9090</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>90303</th>\n",
" <td>275.00</td>\n",
" <td>3071.00</td>\n",
" <td>8.82</td>\n",
" <td>El Sena</td>\n",
" <td>Pando</td>\n",
" <td>37.57</td>\n",
" <td>11338</td>\n",
" <td>31.3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>90401</th>\n",
" <td>13658.00</td>\n",
" <td>56451.50</td>\n",
" <td>359.14</td>\n",
" <td>Santa Rosa</td>\n",
" <td>Pando</td>\n",
" <td>48.21</td>\n",
" <td>2506</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>90501</th>\n",
" <td>17218.00</td>\n",
" <td>28072.00</td>\n",
" <td>206.44</td>\n",
" <td>Nueva Esperanza</td>\n",
" <td>Pando</td>\n",
" <td>46.02</td>\n",
" <td>2422</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>212 rows × 8 columns</p>\n",
"</div>"
],
"text/plain": [
" avg_u_kbps avg_d_kbps speedtest_sample_s municipio \\\n",
"c_ut \n",
"10101 8599.99 18520.38 764.87 Sucre \n",
"10102 9263.15 16527.00 149.75 Yotala \n",
"10401 17918.00 24378.83 162.65 Padilla \n",
"10404 4623.00 5545.00 38.49 Villa Alcalá \n",
"10501 7294.08 11660.75 143.81 Monteagudo \n",
"... ... ... ... ... \n",
"90203 7606.75 9639.75 178.89 Filadelfia \n",
"90301 14308.67 22345.33 33.00 Puerto Gonzalo Moreno \n",
"90303 275.00 3071.00 8.82 El Sena \n",
"90401 13658.00 56451.50 359.14 Santa Rosa \n",
"90501 17218.00 28072.00 206.44 Nueva Esperanza \n",
"\n",
" departamento sdi poblacion urbanizacion \n",
"c_ut \n",
"10101 Chuquisaca 69.58 295476 91.4 \n",
"10102 Chuquisaca 55.50 10017 0.0 \n",
"10401 Chuquisaca 54.17 11067 31.9 \n",
"10404 Chuquisaca 48.14 5196 0.0 \n",
"10501 Chuquisaca 57.46 27119 47.1 \n",
"... ... ... ... ... \n",
"90203 Pando 48.26 6149 0.0 \n",
"90301 Pando 47.45 9090 0.0 \n",
"90303 Pando 37.57 11338 31.3 \n",
"90401 Pando 48.21 2506 0.0 \n",
"90501 Pando 46.02 2422 0.0 \n",
"\n",
"[212 rows x 8 columns]"
]
},
"execution_count": 207,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"speedtest_sample_s = speedtest_gdf.groupby('c_ut')['devices'].sum()\n",
"speedtest_sample_s = (1e5 * speedtest_sample_s / sdsn_df['poblacion']).dropna().round(2)\n",
"speedtest_sample_s = speedtest_sample_s.rename('speedtest_sample_s').to_frame().join(sdsn_df)\n",
"\n",
"speedtest_sample_s = speedtest_gdf.groupby('c_ut')[['avg_d_kbps']].mean().round(2).join(speedtest_sample_s)\n",
"speedtest_sample_s = speedtest_gdf.groupby('c_ut')[['avg_u_kbps']].mean().round(2).join(speedtest_sample_s)\n",
"\n",
"speedtest_sample_s"
]
},
{
"cell_type": "code",
"execution_count": 212,
"id": "suspected-thinking",
"metadata": {},
"outputs": [],
"source": [
"speedtest_sample_s = speedtest_sample_s.drop([20403, 70103, 40401])"
]
},
{
"cell_type": "code",
"execution_count": 213,
"id": "legitimate-victim",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<seaborn.axisgrid.PairGrid at 0x7f69adbeeac0>"
]
},
"execution_count": 213,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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