{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%config Completer.use_jedi = False\n",
"%matplotlib inline\n",
"\n",
"import os\n",
"import sys\n",
"import pytz\n",
"from datetime import datetime\n",
"import geopandas as gpd\n",
"from copy import copy, deepcopy\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import pandas as pd\n",
"import seaborn as sns\n",
"from glob import glob\n",
"from shapely.geometry import Point, Polygon\n",
"from collections import Counter\n",
"from dask.distributed import Client\n",
"from mpl_toolkits.axes_grid1 import make_axes_locatable\n",
"from copy import copy\n",
"from dask import dataframe as dd\n",
"from haversine import haversine\n",
"\n",
"import mobilkit\n",
"\n",
"sns.set_context(\"notebook\", font_scale=1.5)\n",
"from pandas.plotting import register_matplotlib_converters\n",
"register_matplotlib_converters()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Example analysis of displacement\n",
"\n",
"We will perform the following analysis:\n",
"- limit ourselves to August the 6th 2017 to November the 25th (included) for analysis (77 days);\n",
"- keep only users with at least 10pings per day in at least 50% of their active days (and with at least 20 active days);\n",
"- also we limit ourselves to users seen for the first time before September the 10th;\n",
"- assign the original home area with all the events between the firs day and September the 10th (included);\n",
"- compute the home for the rest of the days with a 4-days window and compute the fraction of displaced people per area;\n",
"- we also show how to aggregate to a wider tesselation (e.g., municipalities) to have a better statistics with respect to the smaller manzanas.\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Launch worker and scheduler if working on localhost with:\n",
"```\n",
"dask-worker 127.0.0.1:8786 --nprocs -1 &\n",
"dask-scheduler\n",
"```\n",
"If you get an error with `Popen` in `dask-worker`, add the option `--preload-nanny multiprocessing.popen_spawn_posix` to the first command."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
"
],
"text/plain": [
""
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"client = Client(address=\"127.0.0.1:8786\")\n",
"client"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Reload a previously tessellated dataset\n",
"\n",
"First we define the schema, then we import the data.\n",
"\n",
"It is important to use the expected column names for the relevant variables (read `mobilkit.sparkTypes` for info):\n",
"- `uid` for the users id;\n",
"- `tile_ID` for the aread id;\n",
"- `lat` and `lng` for latitude and longitude;\n",
"- `UTC` for the unix time stamp;\n",
"- `datetime` for the datetime column (this will be created when using load);"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# Import needed stuff\n",
"files_pattern = \"/data/dataTiled/part-00*.csv.gz\"\n",
"\n",
"mySchema = [\n",
" (\"UTC\", int),\n",
" (\"uid\", str),\n",
" (\"OS\", float),\n",
" (\"lat\", float),\n",
" (\"lng\", float),\n",
" (\"acc\", float),\n",
" (\"tz\", float),\n",
" (\"tile_ID\", int),\n",
"]\n",
"\n",
"df_zones_reloaded = mobilkit.loader.load_raw_files(pattern=files_pattern,\n",
" timezone=\"America/Mexico_City\",\n",
" start_date=\"2017-08-01\", stop_date=\"2017-11-25\",\n",
" minAcc=300, version=\"csv\", sep=\",\", file_schema=mySchema)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Filter users\n",
"\n",
"We compute the users stats. Then we show the results and decide which users to keep depending on their statistics. In particular we can filter users by their total number of pings and/or active days and by their fraction of days with at least $p$ pings (aka super-users)."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"# We first compute the stats and then we import them in pandas to better show the features\n",
"# Since we will use it many times and it won't be huge we also cache it for convenience\n",
"users_stats_df = mobilkit.stats.userStats(df_zones_reloaded).persist()"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"# We save this dataset to speed up following analysis\n",
"mobilkit.loader.persistDF(users_stats_df, \"../data/users_stats_displacement\",\n",
" out_format=\"parquet\")"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"# ... and reload it later\n",
"users_stats_df = mobilkit.loader.reloadDF(\"../data/users_stats_displacement\",\n",
" in_format=\"parquet\")"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"# Port to pandas for plotting...\n",
"users_stats_df_pd = users_stats_df.compute()"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"# Plot the 2d histogram with the pandas dataframe\n",
"# Plot not shown so as not to disclose original dataset statistics\n",
"mobilkit.stats.plotUsersHist(users_stats_df_pd, min_pings=400, min_days=20)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"# Compute the fraction columns\n",
"users_stats_df_pd = mobilkit.stats.computeSurvivalFracs(users_stats_df_pd)"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(289555, 17)"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"users_stats_df_pd.shape"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
"# Plot the survival fraction per days\n",
"# Plot not shown so as not to disclose original dataset statistics\n",
"fig, ax = plt.subplots(1,1,figsize=(8,4))\n",
"\n",
"ax = mobilkit.stats.plotSurvivalDays(users_stats_df_pd, min_days=20, ax=ax)\n",
"ax.set_ylim(1e-2,1.)\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig(\"../figures/users_survival_displacement.pdf\", bbox_inchex=\"tight\")"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
"# Plot the survival fraction per days\n",
"# Plot not shown so as not to disclose original dataset statistics\n",
"ax = mobilkit.stats.plotSurvivalFrac(users_stats_df_pd, min_frac=.7)\n",
"ax.set_ylim(1e-2,1.)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Filter users\n",
"\n",
"We now keep the pings of the users with at least 20 active days above the 20 pings threshold and with at least 30 active days. We also want users that have been see before September the fifth to be valid."
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(9559, 289555)"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"valid_users = set(users_stats_df_pd[\n",
" (users_stats_df_pd[\"daysActive\"] >= 30)\n",
" & (users_stats_df_pd[\"days_above_020\"] >= 20)\n",
" & (users_stats_df_pd[\"min_day\"] <= datetime(2017,9,5))\n",
" ][\"uid\"].values)\n",
"len(valid_users), len(users_stats_df_pd)"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
"df_filtered = mobilkit.stats.filterUsersFromSet(df_zones_reloaded, valid_users)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Compute home and work location\n",
"\n",
"Here we use the default parameters but see the functions' help for details.\n",
"\n",
"Specifically, we first enrich the dataset with the information on the pings belonging to home or work hours.\n",
"\n",
"Then we will keep only the pings during night (to see how to filter dataframe on the go) and persist the dataset.\n",
"\n",
"---\n",
"**NOTE**\n",
"\n",
"When determining the home location of a user, please consider that some data providers, like _Cuebiq_, obfuscate/obscure/alter the coordinates of the points falling near the user's home location in order to preserve privacy.\n",
"\n",
"This means that you cannot locate the precise home of a user with a spatial resolution higher than the one used to obfuscate these data. If you are interested in the census area (or geohash) of the user's home alone and you are using a spatial tessellation with a spatial resolution wider than or equal to the one used to obfuscate the data, then this is of no concern.\n",
"\n",
"However, tasks such as stop-detection or POI visit rate computation may be affected by the noise added to data in the user's home location area. Please check if your data has such noise added and choose the spatial tessellation according to your use case.\n",
"\n",
"---"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# Add the home/work columns\n",
"df_hw = mobilkit.stats.userHomeWork(df_filtered)"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
"# Keep only the night pings with dask notation\n",
"df_hw_night = df_hw[df_hw[\"isHome\"]]\n",
"\n",
"df_hw_night.repartition(npartitions=1000).to_parquet(\"/data/dati_hflb_mex_sep_oct_night_pings\")"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [],
"source": [
"df_hw_night = dd.read_parquet(\"/data/data_hflb_mex_sep_oct_night_pings\") "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Home area detection\n",
"\n",
"We now assess the initial home of an individual in the first month of observation.\n",
"\n",
"We then compute, for all the 4-days windows, the area where he spent the most of its time during nightime."
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [],
"source": [
"# The parameters of the home location in window function\n",
"df_hw_cached = df_hw_night.persist()\n",
"initial_days_home = 31\n",
"home_days_window = 4\n",
"start_date=None"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Doing window 01 / 04\n",
"Doing window 02 / 04\n",
"Doing window 03 / 04\n",
"Doing window 04 / 04\n"
]
}
],
"source": [
"init_df_joined_pd = mobilkit.temporal.homeLocationWindow(df_hw_cached,\n",
" initial_days_home=initial_days_home,\n",
" home_days_window=home_days_window,\n",
" start_date=None, stop_date=None)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# We now have for ech user and time window (with its initial date) the location\n",
"# where he supposedly spent the night and how many pings are recorded there\n",
"# Table-preview not shown so as not to disclose original dataset statistics\n",
"init_df_joined_pd.head(2)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We compute all the arrays and figures needed for the plots (see function's help for details).\n",
"\n",
"The importnt thing is to set the minimum number of recorded pings for a night to be statistical valid. Decreasing (increasing) this value we have more (less) noise in the measure but more (less) users to keep. A good balance seems to be around 5-10 pings."
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [],
"source": [
"minimum_pings_per_night = 5\n",
"\n",
"pivoted, prima_zona,\\\n",
" heaps, count_users_per_area = mobilkit.temporal.computeDisplacementFigures(\n",
" init_df_joined_pd, minimum_pings_per_night=minimum_pings_per_night,\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [],
"source": [
"dates_sorted = np.array(sorted(pivoted.columns))"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Doing window 01 / 04\n",
"Doing window 02 / 04\n",
"Doing window 03 / 04\n",
"Doing window 04 / 04\n"
]
}
],
"source": [
"# Compute dynamical home location \n",
"df_displacement = mobilkit.temporal.homeLocationWindow(df_hw,\n",
" initial_days_home=30, home_days_window=4,\n",
" start_date=datetime(2017,8,1), stop_date=datetime(2017,11,30))"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [],
"source": [
"gdf = gpd.read_file(\"data/sample_shape/mexico_selection_epicentre.shp\")"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/ubi/Sandbox/mobilkit_dask/mobilkit/temporal.py:796: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.\n",
"\n",
" gdf[\"distance_epic\"] = gdf.geometry.centroid.apply(lambda p:\n"
]
},
{
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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Compute displacement figures\n",
"result = mobilkit.temporal.computeDisplacementFigures(df_displacement, minimum_pings_per_night=10)\n",
"\n",
"# Assess displacement based on distance from epicenter\n",
"fig, gdf_enriched = mobilkit.temporal.plotDisplacement(count_users_per_area, pivoted,\n",
" gdf,\n",
" epicenter=[18.584,98.399],\n",
" on=\"distance\",\n",
" bins=5)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Reload the geodataframe"
]
},
{
"cell_type": "code",
"execution_count": 41,
"metadata": {},
"outputs": [],
"source": [
"gdf = gpd.read_file(\"../data/sample_shape/mexico_selection_epicentre.shp\")"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {},
"outputs": [],
"source": [
"# Distance from epicenter\n",
"epicenter_lat_lon = (18.579206,-98.399126)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# Plot the number of users with the first home in area\n",
"# Plot not shown so as not to disclose original dataset statistics\n",
"count_first_home = Counter(prima_zona.values())\n",
"\n",
"gdf[\"first_home_users\"] = gdf[\"tile_ID\"].apply(\n",
" lambda v: count_first_home[v] if v in count_first_home else None)\n",
"\n",
"fig, ax = plt.subplots(1,1,figsize=(12,12))\n",
"ax.set_aspect(\"equal\")\n",
"gdf[~gdf[\"first_home_users\"].isna()].plot(\"first_home_users\", edgecolor=\"none\", legend=True,\n",
" vmin=0, vmax=10, ax=ax)\n",
"\n",
"gdf.plot(color=\"none\", edgecolor=\"k\", ax=ax, lw=.2, alpha=.5)\n",
"\n",
"ax.plot(epicenter_lat_lon[1], epicenter_lat_lon[0],\n",
" \"or\", ms=20, alpha=.8)\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig(\"figures/num_users_first_home.png\",\n",
" bbox_inchex=\"tight\", dpi=160)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## See the displacement in two separate areas\n",
"\n",
"By selecting the areas within two given rectangles."
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [],
"source": [
"# Around the epicenter\n",
"zone_earth = mobilkit.spatial.selectAreasFromBounds(gdf,\n",
" min_lon=-98.69, max_lat=18.93, max_lon=-97.880, min_lat=18.15)\n",
"\n",
"# Far away in Mexico City\n",
"zone_mexc = mobilkit.spatial.selectAreasFromBounds(gdf,\n",
" min_lon=-99.414, max_lat=19.565, max_lon=-98.729, min_lat=19.178)"
]
},
{
"cell_type": "code",
"execution_count": 47,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
":31: MatplotlibDeprecationWarning: savefig() got unexpected keyword argument \"bbox_inchex\" which is no longer supported as of 3.3 and will become an error two minor releases later\n",
" plt.savefig(\"figures/close_far_displacement.pdf\", bbox_inchex=\"tight\")\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Stack the arrays of displaced and active users\n",
"# and compute their ratio for the two areas\n",
"fig, ax = plt.subplots(1,1,figsize=(9,6))\n",
"\n",
"tmp_arra_disp = np.vstack([count_users_per_area[a][\"displaced\"]\n",
" for a in zone_earth if a in count_users_per_area])\n",
"tmp_arra_act = np.vstack([count_users_per_area[a][\"active\"]\n",
" for a in zone_earth if a in count_users_per_area])\n",
"plt.plot(dates_sorted, tmp_arra_disp.sum(axis=0)\n",
" / np.clip(tmp_arra_act.sum(axis=0), a_min=1., a_max=None),\n",
" label=\"Near epicenter\")\n",
"\n",
"tmp_arra_disp = np.vstack([count_users_per_area[a][\"displaced\"]\n",
" for a in zone_mexc if a in count_users_per_area])\n",
"tmp_arra_act = np.vstack([count_users_per_area[a][\"active\"]\n",
" for a in zone_mexc if a in count_users_per_area])\n",
"plt.plot(dates_sorted, tmp_arra_disp.sum(axis=0)\n",
" / np.clip(tmp_arra_act.sum(axis=0), a_min=1., a_max=None),\n",
" label=\"Mexico City\")\n",
"\n",
"plt.vlines(datetime(2017,9,19,13,14), 0, .35, lw=4, linestyles=\"--\", color=\"r\",\n",
" label=\"event\")\n",
"\n",
"plt.ylim(0, .35)\n",
"\n",
"plt.xticks(rotation=40, ha=\"right\")\n",
"plt.ylabel(\"Fraction of active\\n users displaced\")\n",
"plt.legend();\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig(\"figures/close_far_displacement.pdf\", bbox_inchex=\"tight\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Try to see displacement as a distance from epicenter\n",
"\n",
"Now we consider all the areas and bin them by their distance from epicenter."
]
},
{
"cell_type": "code",
"execution_count": 49,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
":2: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.\n",
"\n",
" gdf[\"distance_epic\"] = gdf.geometry.centroid.apply(lambda p: haversine(epicenter_lat_lon,\n"
]
}
],
"source": [
"# Compute the distance of each area's centroid from epicenter\n",
"gdf[\"distance_epic\"] = gdf.geometry.centroid.apply(lambda p: haversine(epicenter_lat_lon,\n",
" (p.xy[1][0], p.xy[0][0]) ))"
]
},
{
"cell_type": "code",
"execution_count": 50,
"metadata": {},
"outputs": [],
"source": [
"# Bin areas depending on their distance: choose to use log or\n",
"# linear spaced bins (the latter works better)\n",
"if True:\n",
" distance_bins = np.linspace(0, max(gdf[\"distance_epic\"])+1, 6)\n",
"else:\n",
" distance_bins = np.logspace(np.log2(max(1, min(gdf[\"distance_epic\"])-1)),\n",
" np.log2(max(gdf[\"distance_epic\"])+1), 5, base=2)\n",
"\n",
"\n",
"gdf[\"distance_bin\"] = gdf[\"distance_epic\"].apply(lambda v: np.argmax(distance_bins>=v)-1)"
]
},
{
"cell_type": "code",
"execution_count": 51,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"2 4906\n",
"3 3139\n",
"1 2450\n",
"4 564\n",
"0 369\n",
"Name: distance_bin, dtype: int64"
]
},
"execution_count": 51,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"gdf[\"distance_bin\"].value_counts()"
]
},
{
"cell_type": "code",
"execution_count": 52,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
":11: MatplotlibDeprecationWarning: savefig() got unexpected keyword argument \"bbox_inchex\" which is no longer supported as of 3.3 and will become an error two minor releases later\n",
" plt.savefig(\"figures/areas_bins_displacement.png\",\n"
]
},
{
"data": {
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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Plot the bins\n",
"fig, ax = plt.subplots(1,1,figsize=(12,12))\n",
"ax.set_aspect(\"equal\")\n",
"\n",
"gdf.plot(\"distance_bin\", legend=True, ax=ax)\n",
"\n",
"plt.xlabel(\"longitude\")\n",
"plt.ylabel(\"latitude\")\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig(\"figures/areas_bins_displacement.png\",\n",
" bbox_inchex=\"tight\", dpi=160)"
]
},
{
"cell_type": "code",
"execution_count": 53,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
":24: MatplotlibDeprecationWarning: savefig() got unexpected keyword argument \"bbox_inchex\" which is no longer supported as of 3.3 and will become an error two minor releases later\n",
" plt.savefig(\"figures/areas_bins_displacement_curves.pdf\", bbox_inchex=\"tight\")\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# For each bin's areas plot the displacement rate\n",
"fig, ax = plt.subplots(1,1,figsize=(15,6))\n",
"\n",
"for dist_bin in range(len(distance_bins)):\n",
" tmp_areas = set(gdf[gdf[\"distance_bin\"]==dist_bin][\"tile_ID\"].values)\n",
" tmp_areas = tmp_areas.intersection(count_users_per_area.keys())\n",
" if len(tmp_areas) == 0:\n",
" continue\n",
" \n",
" tmp_arra_disp = np.vstack([count_users_per_area[a][\"displaced\"] for a in tmp_areas])\n",
" tmp_arra_act = np.vstack([count_users_per_area[a][\"active\"] for a in tmp_areas])\n",
" plt.plot(dates_sorted, tmp_arra_disp.sum(axis=0)\n",
" / np.clip(tmp_arra_act.sum(axis=0), a_min=1., a_max=None),\n",
" label=\"Dist. bin %d\"%dist_bin, lw=3)\n",
" \n",
"plt.vlines(datetime(2017,9,19,13,14), 0, .25, lw=4, linestyles=\"--\", color=\"r\",\n",
" label=\"event\")\n",
"\n",
"plt.xticks(rotation=40, ha=\"right\")\n",
"plt.ylabel(\"Fraction of active\\n users displaced\")\n",
"plt.legend();\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig(\"figures/areas_bins_displacement_curves.pdf\", bbox_inchex=\"tight\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# For each bin's areas plot the number of active users\n",
"# Plot not shown so as not to disclose original dataset statistics\n",
"fig, ax = plt.subplots(1,1,figsize=(15,6))\n",
"\n",
"for dist_bin in range(len(distance_bins)):\n",
" tmp_areas = set(gdf[gdf[\"distance_bin\"]==dist_bin][\"tile_ID\"].values)\n",
" tmp_areas = tmp_areas.intersection(count_users_per_area.keys())\n",
" if len(tmp_areas) == 0:\n",
" continue\n",
" tmp_arra_act = np.vstack([count_users_per_area[a][\"active\"] for a in tmp_areas])\n",
" plt.semilogy(dates_sorted, tmp_arra_act.sum(axis=0),\n",
" label=\"Dist. bin %d\"%dist_bin, lw=3)\n",
" \n",
"plt.vlines(datetime(2017,9,19,13,14), 0, .25, lw=4, linestyles=\"--\", color=\"r\",\n",
" label=\"event\")\n",
"\n",
"plt.xticks(rotation=40, ha=\"right\")\n",
"plt.ylabel(\"Number of active users\")\n",
"plt.legend();\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig(\"figures/areas_bins_displacement_active_users.pdf\", bbox_inchex=\"tight\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Aggregate per municipality or locality\n",
"\n",
"Here we aggregate the above analysis by putting together all the users that live in an area using their municipality or localiy entities.\n",
"\n",
"We concat `CVE_ENT` and `CVE_MUN` to have a unique code for each municipality.\n",
"\n",
"Otherwise, for locality, we use `CVEGEO` as a unique code for rural areas while we combine `CVE_ENT` + `CVE_MUN` + `CVE_LOC` for urban ones."
]
},
{
"cell_type": "code",
"execution_count": 55,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(1,1,figsize=(12,12))\n",
"ax.set_aspect(\"equal\")\n",
"\n",
"gdf_loc.plot(\"distance_bin\", legend=True, ax=ax)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now that we have the mappings, let us aggregate the per-AGEB displacement statistics at the municipality level.\n",
"\n",
"We do that by simply aggregating and summing the number of active and displaced users living in all the AGEB of one municipality."
]
},
{
"cell_type": "code",
"execution_count": 71,
"metadata": {},
"outputs": [],
"source": [
"# Prepare the municipality arrays to be aggregated\n",
"n_dates = len(dates_sorted)\n",
"\n",
"aggregated_displaced_mun = {}\n",
"\n",
"for original, municipio in agebID_to_munID.items():\n",
" if original not in count_users_per_area:\n",
" # If the area has no inhabitants skip it\n",
" continue\n",
" \n",
" tmp_source = count_users_per_area[original]\n",
" try:\n",
" tmp_target = aggregated_displaced_mun[municipio]\n",
" except KeyError:\n",
" aggregated_displaced_mun[municipio] = {\"active\": np.zeros(n_dates),\n",
" \"displaced\": np.zeros(n_dates),}\n",
" tmp_target = aggregated_displaced_mun[municipio]\n",
" \n",
" tmp_target[\"active\"] += tmp_source[\"active\"]\n",
" tmp_target[\"displaced\"] += tmp_source[\"displaced\"]\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 72,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Now plot the behavior of the AGEB level stats aggregated by MUN\n",
"# For each bin's areas plot the displacement rate\n",
"fig, ax = plt.subplots(1,1,figsize=(15,6))\n",
"\n",
"for dist_bin in range(len(distance_bins_mun)):\n",
" tmp_areas = set(gdf_mun[gdf_mun[\"distance_bin\"]==dist_bin][\"tile_ID\"].values)\n",
" tmp_areas = tmp_areas.intersection(aggregated_displaced_mun.keys())\n",
" if len(tmp_areas) == 0:\n",
" continue\n",
" \n",
" tmp_arra_disp = np.vstack([aggregated_displaced_mun[a][\"displaced\"]\n",
" for a in tmp_areas])\n",
" tmp_arra_act = np.vstack([aggregated_displaced_mun[a][\"active\"]\n",
" for a in tmp_areas])\n",
" plt.plot(dates_sorted, tmp_arra_disp.sum(axis=0)\n",
" / np.clip(tmp_arra_act.sum(axis=0), a_min=1., a_max=None),\n",
" label=\"Dist. bin %d\"%dist_bin, lw=3)\n",
" \n",
"plt.vlines(datetime(2017,9,19,13,14), 0, .25, lw=4, linestyles=\"--\", color=\"r\",\n",
" label=\"event\")\n",
"\n",
"plt.xticks(rotation=40, ha=\"right\")\n",
"plt.ylabel(\"Fraction of active\\n users displaced\")\n",
"plt.legend();"
]
},
{
"cell_type": "code",
"execution_count": 73,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# See how much displacement we have (its distribution)\n",
"seen_mun_displacements = np.array([\n",
" d / max(1,a) for area, arrays in aggregated_displaced_mun.items()\n",
" for a, d in zip(arrays[\"active\"], arrays[\"displaced\"])\n",
"])\n",
"\n",
"plt.hist(seen_mun_displacements, bins=40)\n",
"plt.semilogy();"
]
},
{
"cell_type": "code",
"execution_count": 74,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Date 0072 / 0072 done..."
]
}
],
"source": [
"# And now save, for each date, the map of the displacement rate\n",
"# Select the min and max displacement values to be used for every date\n",
"min_disp_map = .0\n",
"max_disp_map = .5\n",
"\n",
"# Make a directory where to save frames\n",
"outDirFrames = \"data/displacementMunMovie\"\n",
"if not os.path.exists(outDirFrames):\n",
" os.makedirs(outDirFrames)\n",
" \n",
"for index, date in enumerate(dates_sorted):\n",
" date = pd.to_datetime(date)\n",
" fig, ax = plt.subplots(1,1,figsize=(12,12))\n",
" ax.set_aspect(\"equal\")\n",
" \n",
" divider = make_axes_locatable(ax)\n",
" cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n",
"\n",
" gdf_mun[\"tmp_values\"] = gdf_mun[\"tile_ID\"].apply(lambda z:\n",
" aggregated_displaced_mun[z][\"displaced\"][index]\n",
" / max(1, aggregated_displaced_mun[z][\"active\"][index])\n",
" if z in aggregated_displaced_mun else None\n",
" )\n",
" gdf_mun[~gdf_mun[\"tmp_values\"].isna()].plot(\"tmp_values\", legend=True,\n",
" vmin=min_disp_map, vmax=max_disp_map,\n",
" ax=ax, cax=cax,\n",
" legend_kwds={\n",
" 'label': \"Displacement by Municipality\",\n",
" })\n",
" \n",
" gdf_mun[gdf_mun[\"tmp_values\"].isna()].plot(ax=ax, color=\"grey\")\n",
" \n",
" ax.set_title(\"Date: %s\"%date.strftime(\"%d-%m-%Y\"), size=22)\n",
" \n",
" if date >= datetime(2017,9,19).date():\n",
" ax.plot(epicenter_lat_lon[1], epicenter_lat_lon[0],\n",
" \"or\", ms=20, alpha=.8)\n",
" \n",
" plt.tight_layout()\n",
" plt.savefig(os.path.join(outDirFrames, \"frame_%04d.png\"%index),\n",
" dpi=80)\n",
"\n",
" plt.close()\n",
" del gdf_mun[\"tmp_values\"]\n",
" \n",
" sys.stdout.write(\"\\rDate %04d / %04d done...\" % (index+1, n_dates))\n",
" sys.stdout.flush()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 75,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ffmpeg version n4.3.1 Copyright (c) 2000-2020 the FFmpeg developers\n",
" built with gcc 10.2.0 (GCC)\n",
" configuration: --prefix=/usr --disable-debug --disable-static --disable-stripping --enable-amf --enable-avisynth --enable-cuda-llvm --enable-lto --enable-fontconfig --enable-gmp --enable-gnutls --enable-gpl --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libdav1d --enable-libdrm --enable-libfreetype --enable-libfribidi --enable-libgsm --enable-libiec61883 --enable-libjack --enable-libmfx --enable-libmodplug --enable-libmp3lame --enable-libopencore_amrnb --enable-libopencore_amrwb --enable-libopenjpeg --enable-libopus --enable-libpulse --enable-librav1e --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libv4l2 --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxcb --enable-libxml2 --enable-libxvid --enable-nvdec --enable-nvenc --enable-shared --enable-version3\n",
" libavutil 56. 51.100 / 56. 51.100\n",
" libavcodec 58. 91.100 / 58. 91.100\n",
" libavformat 58. 45.100 / 58. 45.100\n",
" libavdevice 58. 10.100 / 58. 10.100\n",
" libavfilter 7. 85.100 / 7. 85.100\n",
" libswscale 5. 7.100 / 5. 7.100\n",
" libswresample 3. 7.100 / 3. 7.100\n",
" libpostproc 55. 7.100 / 55. 7.100\n",
"Input #0, image2, from 'data/displacementMunMovie/frame_%04d.png':\n",
" Duration: 00:00:02.88, start: 0.000000, bitrate: N/A\n",
" Stream #0:0: Video: png, rgba(pc), 960x960 [SAR 3150:3150 DAR 1:1], 25 fps, 25 tbr, 25 tbn, 25 tbc\n",
"Stream mapping:\n",
" Stream #0:0 -> #0:0 (png (native) -> h264 (libx264))\n",
"Press [q] to stop, [?] for help\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0musing SAR=1/1\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0musing cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mprofile High, level 3.1, 4:2:0, 8-bit\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0m264 - core 160 r3011 cde9a93 - H.264/MPEG-4 AVC codec - Copyleft 2003-2020 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=-2 threads=18 lookahead_threads=3 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=1 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00\n",
"Output #0, mp4, to 'data/displacementMunMovie.mp4':\n",
" Metadata:\n",
" encoder : Lavf58.45.100\n",
" Stream #0:0: Video: h264 (libx264) (avc1 / 0x31637661), yuv420p, 960x960 [SAR 1:1 DAR 1:1], q=-1--1, 1 fps, 16384 tbn, 1 tbc\n",
" Metadata:\n",
" encoder : Lavc58.91.100 libx264\n",
" Side data:\n",
" cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A\n",
"frame= 144 fps=143 q=-1.0 Lsize= 1398kB time=00:02:21.00 bitrate= 81.2kbits/s speed= 140x \n",
"video:1395kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.181464%\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mframe I:1 Avg QP: 6.78 size:113797\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mframe P:36 Avg QP:12.59 size: 26631\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mframe B:107 Avg QP:14.43 size: 3325\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mconsecutive B-frames: 0.7% 0.0% 2.1% 97.2%\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mmb I I16..4: 50.0% 12.2% 37.8%\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mmb P I16..4: 0.5% 0.1% 3.1% P16..4: 7.9% 1.9% 1.8% 0.0% 0.0% skip:84.8%\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mmb B I16..4: 0.1% 0.0% 0.2% B16..8: 5.8% 0.4% 0.4% direct: 0.8% skip:92.2% L0:71.8% L1:24.8% BI: 3.4%\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0m8x8 transform intra:6.5% inter:35.6%\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mcoded y,uvDC,uvAC intra: 45.5% 65.1% 61.7% inter: 3.1% 4.4% 3.7%\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mi16 v,h,dc,p: 78% 13% 9% 0%\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mi8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 60% 12% 27% 1% 0% 0% 0% 0% 0%\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mi4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 27% 21% 26% 5% 4% 4% 5% 4% 5%\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mi8c dc,h,v,p: 61% 17% 15% 6%\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mWeighted P-Frames: Y:0.0% UV:0.0%\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mref P L0: 41.8% 9.4% 25.8% 23.0%\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mref B L0: 81.3% 12.0% 6.7%\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mref B L1: 98.7% 1.3%\n",
"\u001b[1;36m[libx264 @ 0x561481610680] \u001b[0mkb/s:79.35\n"
]
}
],
"source": [
"# Launch the command to make movie (make sure ffmpeg is installed)\n",
"!ffmpeg -y -r 1/2 -i data/displacementMunMovie/frame_%04d.png -c:v libx264 -vf fps=1 -pix_fmt yuv420p data/displacementMunMovie.mp4"
]
},
{
"cell_type": "code",
"execution_count": 76,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"execution_count": 76,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# And display it here\n",
"from IPython.display import Video\n",
"Video(\"data/displacementMunMovie.mp4\", width=600)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Now repeat the same analysis but counting the displaced from municipality or locality\n",
"\n",
"Here we count the location of the users using the municipality (or locality) as the base entity.\n",
"\n",
"The main problem with the AGEB analysis shown above is that we aggregate by manzanas (AGEB) that can be quite small and thus noisy.\n",
"\n",
"The procedure is exactly as before, we just replace the original `tile_ID` with the corresponding municipality or locality codes."
]
},
{
"cell_type": "code",
"execution_count": 77,
"metadata": {},
"outputs": [],
"source": [
"# Specify the GDF and zone mapping to use\n",
"if False:\n",
" figure_label = \"localities\"\n",
" gdf_to_use = gdf_loc.copy()\n",
" zone_mapping_to_use = agebID_to_locID.copy()\n",
"else:\n",
" figure_label = \"municipalities\"\n",
" gdf_to_use = gdf_mun.copy()\n",
" zone_mapping_to_use = agebID_to_munID.copy()"
]
},
{
"cell_type": "code",
"execution_count": 79,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
Dask DataFrame Structure:
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datetime
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day
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isHome
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isWork
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Dask Name: replace, 2000 tasks
"
],
"text/plain": [
"Dask DataFrame Structure:\n",
" UTC uid OS lat lng acc tz tile_ID datetime day isHome isWork\n",
"npartitions=1000 \n",
" int64 object float64 float64 float64 float64 float64 int64 datetime64[ns] datetime64[ns] bool bool\n",
" ... ... ... ... ... ... ... ... ... ... ... ...\n",
"... ... ... ... ... ... ... ... ... ... ... ... ...\n",
" ... ... ... ... ... ... ... ... ... ... ... ...\n",
" ... ... ... ... ... ... ... ... ... ... ... ...\n",
"Dask Name: replace, 2000 tasks"
]
},
"execution_count": 79,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_hw_cached.replace()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"df_hw_agg = mobilkit.spatial.replaceAreaID(df_hw_cached, zone_mapping_to_use)"
]
},
{
"cell_type": "code",
"execution_count": 81,
"metadata": {},
"outputs": [],
"source": [
"initial_days_home = 31\n",
"home_days_window = 4\n",
"start_date=None"
]
},
{
"cell_type": "code",
"execution_count": 82,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Doing window 01 / 04\n",
"Doing window 02 / 04\n",
"Doing window 03 / 04\n",
"Doing window 04 / 04\n"
]
}
],
"source": [
"agg_df_joined_pd = mobilkit.temporal.homeLocationWindow(df_hw_agg,\n",
" initial_days_home=initial_days_home,\n",
" home_days_window=home_days_window,\n",
" start_date=None, stop_date=None)"
]
},
{
"cell_type": "code",
"execution_count": 83,
"metadata": {},
"outputs": [],
"source": [
"# Here, since the areas are larger, we have less noise on the location\n",
"# and we can also keep lower number of bins\n",
"\n",
"minimum_pings_per_night = 3\n",
"\n",
"pivoted_agg, prima_zona_agg,\\\n",
" heaps_agg, count_users_per_agg = mobilkit.temporal.computeDisplacementFigures(\n",
" agg_df_joined_pd, minimum_pings_per_night=minimum_pings_per_night,\n",
")\n"
]
},
{
"cell_type": "code",
"execution_count": 84,
"metadata": {},
"outputs": [],
"source": [
"dates_sorted_agg = np.array(pivoted_agg.columns)"
]
},
{
"cell_type": "code",
"execution_count": 86,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Plot the number of homes distribution\n",
"case_pop = np.array([len(set([d for d in v if not np.isnan(d)]))\n",
" for v in pivoted_agg.values])\n",
"plt.hist(case_pop)\n",
"\n",
"plt.semilogy();"
]
},
{
"cell_type": "code",
"execution_count": 87,
"metadata": {},
"outputs": [],
"source": [
"# Around the epicenter\n",
"zone_agg_earth = mobilkit.spatial.selectAreasFromBounds(gdf_to_use,\n",
" min_lon=-98.682, max_lat=18.928, max_lon=-97.890, min_lat=18.158)\n",
"\n",
"# Far away in Mexico City\n",
"zone_agg_mexc = mobilkit.spatial.selectAreasFromBounds(gdf_to_use,\n",
" min_lon=-99.404, max_lat=19.555, max_lon=-98.739, min_lat=19.188)"
]
},
{
"cell_type": "code",
"execution_count": 88,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"tmp_arra_disp = np.vstack([count_users_per_agg[a][\"displaced\"]\n",
" for a in zone_agg_earth if a in count_users_per_agg])\n",
"tmp_arra_act = np.vstack([count_users_per_agg[a][\"active\"]\n",
" for a in zone_agg_earth if a in count_users_per_agg])\n",
"plt.plot(dates_sorted, tmp_arra_disp.sum(axis=0)\n",
" / np.clip(tmp_arra_act.sum(axis=0), a_min=1., a_max=None),\n",
" label=\"Near epicenter\")\n",
"\n",
"tmp_arra_disp = np.vstack([count_users_per_agg[a][\"displaced\"]\n",
" for a in zone_agg_mexc if a in count_users_per_agg])\n",
"tmp_arra_act = np.vstack([count_users_per_agg[a][\"active\"]\n",
" for a in zone_agg_mexc if a in count_users_per_agg])\n",
"plt.plot(dates_sorted, tmp_arra_disp.sum(axis=0)\n",
" / np.clip(tmp_arra_act.sum(axis=0), a_min=1., a_max=None),\n",
" label=\"Mexico City\")\n",
"\n",
"plt.vlines(datetime(2017,9,19,13,14), 0, .27, lw=2, linestyles=\"--\", color=\"r\")\n",
"\n",
"plt.xticks(rotation=40, ha=\"right\")\n",
"plt.ylabel(\"Fraction of active\\n users displaced\")\n",
"plt.legend();\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig(\"figures/displacement_far_close_%s.pdf\"%figure_label,\n",
" bbox_inches=\"tight\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Try to see displacement as a distance from epicenter"
]
},
{
"cell_type": "code",
"execution_count": 89,
"metadata": {},
"outputs": [],
"source": [
"# Distance from epicenter\n",
"epicenter_lat_lon = (18.579206,-98.399126)"
]
},
{
"cell_type": "code",
"execution_count": 90,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
":2: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.\n",
"\n",
" gdf_to_use[\"distance_epic\"] = gdf_to_use.geometry.centroid.apply(\n"
]
}
],
"source": [
"# Compute the distance of each area's centroid from epicenter\n",
"gdf_to_use[\"distance_epic\"] = gdf_to_use.geometry.centroid.apply(\n",
" lambda p: haversine(epicenter_lat_lon,\n",
" (p.xy[1][0], p.xy[0][0]) ))"
]
},
{
"cell_type": "code",
"execution_count": 91,
"metadata": {},
"outputs": [],
"source": [
"# Bin areas depending on their distance\n",
"if True:\n",
" distance_bins = np.linspace(0, max(gdf_to_use[\"distance_epic\"])+1, 6)\n",
"else:\n",
" distance_bins = np.logspace(np.log2(max(1, min(gdf_to_use[\"distance_epic\"])-1)),\n",
" np.log2(max(gdf_to_use[\"distance_epic\"])+1), 5, base=2)\n",
"\n",
"\n",
"gdf_to_use[\"distance_bin\"] = gdf_to_use[\"distance_epic\"].apply(lambda v:\n",
" np.argmax(distance_bins>=v)-1)"
]
},
{
"cell_type": "code",
"execution_count": 92,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1 132\n",
"2 103\n",
"3 70\n",
"0 36\n",
"4 33\n",
"Name: distance_bin, dtype: int64"
]
},
"execution_count": 92,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"gdf_to_use[\"distance_bin\"].value_counts()"
]
},
{
"cell_type": "code",
"execution_count": 93,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 93,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(1,1,figsize=(12,12))\n",
"ax.set_aspect(\"equal\")\n",
"\n",
"gdf_to_use.plot(\"distance_bin\", legend=True, ax=ax)"
]
},
{
"cell_type": "code",
"execution_count": 94,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# For each area plot the displacement rate\n",
"fig, ax = plt.subplots(1,1,figsize=(15,6))\n",
"\n",
"for dist_bin in range(len(distance_bins)):\n",
" tmp_areas = set(gdf_to_use[\n",
" gdf_to_use[\"distance_bin\"]==dist_bin][\"tile_ID\"].values)\n",
" tmp_areas = tmp_areas.intersection(count_users_per_agg.keys())\n",
" if len(tmp_areas) == 0:\n",
" continue\n",
" \n",
" tmp_arra_disp = np.vstack([count_users_per_agg[a][\"displaced\"]\n",
" for a in tmp_areas])\n",
" tmp_arra_act = np.vstack([count_users_per_agg[a][\"active\"]\n",
" for a in tmp_areas])\n",
" plt.plot(dates_sorted_agg, tmp_arra_disp.sum(axis=0)\n",
" / np.clip(tmp_arra_act.sum(axis=0), a_min=1., a_max=None),\n",
" label=\"Dist. bin %d\"%dist_bin, lw=3)\n",
"\n",
"plt.vlines(datetime(2017,9,19,13,14), 0, .25, lw=4, linestyles=\"--\", color=\"r\",\n",
" label=\"event\")\n",
" \n",
"plt.xticks(rotation=40, ha=\"right\")\n",
"plt.ylabel(\"Fraction of active\\n users displaced\")\n",
"plt.legend();\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig(\"figures/displacement_far_close_curves_%s.pdf\"%figure_label,\n",
" bbox_inches=\"tight\")"
]
},
{
"cell_type": "code",
"execution_count": 95,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# For each area plot thenumber of active users in time\n",
"fig, ax = plt.subplots(1,1,figsize=(15,6))\n",
"\n",
"for dist_bin in range(len(distance_bins)):\n",
" tmp_areas = set(gdf_to_use[gdf_to_use[\"distance_bin\"]==dist_bin][\"tile_ID\"].values)\n",
" tmp_areas = tmp_areas.intersection(count_users_per_agg.keys())\n",
" if len(tmp_areas) == 0:\n",
" continue\n",
" \n",
" tmp_arra_act = np.vstack([count_users_per_agg[a][\"active\"] for a in tmp_areas])\n",
" plt.semilogy(dates_sorted_agg, tmp_arra_act.sum(axis=0),\n",
" label=\"Dist. bin %d\"%dist_bin, lw=3)\n",
"\n",
"plt.vlines(datetime(2017,9,19,13,14), 0, .25, lw=4, linestyles=\"--\", color=\"r\",\n",
" label=\"event\")\n",
" \n",
"plt.xticks(rotation=40, ha=\"right\")\n",
"plt.ylabel(\"Number of active users\")\n",
"plt.legend();\n",
"plt.tight_layout()\n",
"plt.savefig(\"figures/displacement_far_close_curves_active_%s.pdf\"%figure_label,\n",
" bbox_inches=\"tight\")"
]
},
{
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