GOOGLE MOBILITY DATA
Understand how people are moving due to COVID
@kaggle.aiswaryaramachandran_google_mobility_data
Understand how people are moving due to COVID
@kaggle.aiswaryaramachandran_google_mobility_data
As global communities respond to COVID-19, we've heard from public health officials that the same type of aggregated, anonymized insights we use in products such as Google Maps could be helpful as they make critical decisions to combat COVID-19.
These Community Mobility Reports aim to provide insights into what has changed in response to policies aimed at combating COVID-19. The reports chart movement trends over time by geography, across different categories of places such as retail and recreation, groceries and pharmacies, parks, transit stations, workplaces, and residential. (https://www.google.com/covid19/mobility/)
The data contains aggregated and anonymised aggregated data per day for each country. For say accessing data for India - the files 2020_IN_Region_Mobility_Report.csv for 2020 data and 2021_IN_Region_Mobility_Report.csv. The aggregated data is not only present at country level, but also at States and district level - as given in sub_region_1 and sub_region_2.
This data from report published by Google. https://www.google.com/covid19/mobility/
Some Questions to answer
India is having its Second Wave and one of the major causes is considered to the election rallies held in different parts of the country. How does Mobility Impact the COVID Cases?
Comparing Mobility across different Countries
CREATE TABLE n_2020_hr_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);CREATE TABLE n_2020_ht_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);CREATE TABLE n_2020_hu_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);CREATE TABLE n_2020_id_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" BIGINT,
"residential_percent_change_from_baseline" BIGINT
);CREATE TABLE n_2020_ie_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);CREATE TABLE n_2020_il_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);CREATE TABLE n_2020_in_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);CREATE TABLE n_2020_iq_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" BIGINT,
"grocery_and_pharmacy_percent_change_from_baseline" BIGINT,
"parks_percent_change_from_baseline" BIGINT,
"transit_stations_percent_change_from_baseline" BIGINT,
"workplaces_percent_change_from_baseline" BIGINT,
"residential_percent_change_from_baseline" BIGINT
);CREATE TABLE n_2020_it_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);CREATE TABLE n_2020_jm_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);CREATE TABLE n_2020_jo_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);CREATE TABLE n_2020_jp_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" BIGINT,
"grocery_and_pharmacy_percent_change_from_baseline" BIGINT,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" BIGINT,
"residential_percent_change_from_baseline" BIGINT
);CREATE TABLE n_2020_ke_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);CREATE TABLE n_2020_kg_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);CREATE TABLE n_2020_kh_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);CREATE TABLE n_2020_kr_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" BIGINT,
"grocery_and_pharmacy_percent_change_from_baseline" BIGINT,
"parks_percent_change_from_baseline" BIGINT,
"transit_stations_percent_change_from_baseline" BIGINT,
"workplaces_percent_change_from_baseline" BIGINT,
"residential_percent_change_from_baseline" BIGINT
);CREATE TABLE n_2020_kw_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);CREATE TABLE n_2020_kz_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" BIGINT,
"grocery_and_pharmacy_percent_change_from_baseline" BIGINT,
"parks_percent_change_from_baseline" BIGINT,
"transit_stations_percent_change_from_baseline" BIGINT,
"workplaces_percent_change_from_baseline" BIGINT,
"residential_percent_change_from_baseline" BIGINT
);CREATE TABLE n_2020_la_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" BIGINT,
"grocery_and_pharmacy_percent_change_from_baseline" BIGINT,
"parks_percent_change_from_baseline" BIGINT,
"transit_stations_percent_change_from_baseline" BIGINT,
"workplaces_percent_change_from_baseline" BIGINT,
"residential_percent_change_from_baseline" BIGINT
);CREATE TABLE n_2020_lb_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);CREATE TABLE n_2020_li_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" VARCHAR,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" VARCHAR
);CREATE TABLE n_2020_lk_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" BIGINT,
"grocery_and_pharmacy_percent_change_from_baseline" BIGINT,
"parks_percent_change_from_baseline" BIGINT,
"transit_stations_percent_change_from_baseline" BIGINT,
"workplaces_percent_change_from_baseline" BIGINT,
"residential_percent_change_from_baseline" BIGINT
);CREATE TABLE n_2020_lt_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);CREATE TABLE n_2020_lu_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" BIGINT,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" BIGINT,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);CREATE TABLE n_2020_lv_region_mobility_report (
"country_region_code" VARCHAR,
"country_region" VARCHAR,
"sub_region_1" VARCHAR,
"sub_region_2" VARCHAR,
"metro_area" VARCHAR,
"iso_3166_2_code" VARCHAR,
"census_fips_code" VARCHAR,
"place_id" VARCHAR,
"date" TIMESTAMP,
"retail_and_recreation_percent_change_from_baseline" DOUBLE,
"grocery_and_pharmacy_percent_change_from_baseline" DOUBLE,
"parks_percent_change_from_baseline" DOUBLE,
"transit_stations_percent_change_from_baseline" DOUBLE,
"workplaces_percent_change_from_baseline" DOUBLE,
"residential_percent_change_from_baseline" DOUBLE
);Anyone who has the link will be able to view this.