Mobility: Google COVID-19 Community Mobility Reports¶
This section describes how to use the Google mobility reports client
from Episuite. The main class used to download and parse the Google
mobility data is the GoogleMobility.
See also
- Google COVID-19 Community Mobility Reports
Google COVID-19 Community Mobility Reports.
- Module
episuite.mobility.google Documentation of the
episuite.mobility.googlemodule.
[1]:
from matplotlib import pyplot as plt
from episuite.mobility import google
Load Google mobility data¶
The Episuite API for the Google mobility reports allows you to download the entire dataset or to filter by a single country by using a country/region code. We will here just download data from Brazil using the BR country code.
The mobility reports are increasing in size every day, that’s why filtering by your country code is highly recommended. If you specify the country_region_code while calling the load_report(), Episuite will filter the dataset without loading it entirely to memory.
[3]:
client = google.GoogleMobility()
[5]:
mobility_data = client.load_report(country_region_code="BR",
show_progress=True, cache=True)
[8]:
mobility_data.tail(5)
[8]:
| country_region_code | country_region | sub_region_1 | sub_region_2 | metro_area | iso_3166_2_code | census_fips_code | place_id | date | retail_and_recreation_percent_change_from_baseline | grocery_and_pharmacy_percent_change_from_baseline | parks_percent_change_from_baseline | transit_stations_percent_change_from_baseline | workplaces_percent_change_from_baseline | residential_percent_change_from_baseline | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1148236 | BR | Brazil | State of Tocantins | Tocantinópolis | NaN | NaN | NaN | ChIJdy1nSeuG2pIR7Nmgv2Wq2uo | 2021-03-11 | NaN | NaN | NaN | NaN | -1.0 | NaN |
| 1148237 | BR | Brazil | State of Tocantins | Tocantinópolis | NaN | NaN | NaN | ChIJdy1nSeuG2pIR7Nmgv2Wq2uo | 2021-03-12 | NaN | NaN | NaN | NaN | 13.0 | NaN |
| 1148238 | BR | Brazil | State of Tocantins | Tocantinópolis | NaN | NaN | NaN | ChIJdy1nSeuG2pIR7Nmgv2Wq2uo | 2021-03-13 | NaN | NaN | NaN | NaN | 7.0 | NaN |
| 1148239 | BR | Brazil | State of Tocantins | Tocantinópolis | NaN | NaN | NaN | ChIJdy1nSeuG2pIR7Nmgv2Wq2uo | 2021-03-15 | NaN | NaN | NaN | NaN | 3.0 | NaN |
| 1148240 | BR | Brazil | State of Tocantins | Tocantinópolis | NaN | NaN | NaN | ChIJdy1nSeuG2pIR7Nmgv2Wq2uo | 2021-03-16 | NaN | NaN | NaN | NaN | 5.0 | NaN |