Datasets:
date timestamp[us, tz=UTC]date 2020-02-15 00:00:00 2022-10-15 00:00:00 | location_id stringlengths 2 43 | location_level stringclasses 4
values | location_name large_stringlengths 2 74 | retail_and_recreation float64 -100 741 ⌀ | grocery_and_pharmacy float64 -100 1.07k ⌀ | parks float64 -100 1.33k ⌀ | transit_stations float64 -100 874 ⌀ | workplaces float64 -100 450 ⌀ | residential float64 -77 77 ⌀ |
|---|---|---|---|---|---|---|---|---|---|
2020-02-15T00:00:00 | 01001 | subnational-county | Autauga County | 5 | 7 | null | null | -4 | null |
2020-02-15T00:00:00 | 01003 | subnational-county | Baldwin County | 17 | 12 | 55 | 8 | 6 | -2 |
2020-02-15T00:00:00 | 01005 | subnational-county | Barbour County | 5 | -2 | null | null | -5 | null |
2020-02-15T00:00:00 | 01007 | subnational-county | Bibb County | 14 | 10 | null | null | 3 | null |
2020-02-15T00:00:00 | 01009 | subnational-county | Blount County | 7 | 1 | null | null | 8 | null |
2020-02-15T00:00:00 | 01011 | subnational-county | Bullock County | null | 2 | null | null | null | null |
2020-02-15T00:00:00 | 01013 | subnational-county | Butler County | 2 | -15 | null | -4 | 0 | null |
2020-02-15T00:00:00 | 01015 | subnational-county | Calhoun County | 7 | -2 | null | null | 2 | 0 |
2020-02-15T00:00:00 | 01017 | subnational-county | Chambers County | 2 | 0 | null | null | 2 | null |
2020-02-15T00:00:00 | 01019 | subnational-county | Cherokee County | 4 | 16 | null | null | 0 | null |
2020-02-15T00:00:00 | 01021 | subnational-county | Chilton County | 7 | 5 | null | 12 | 3 | null |
2020-02-15T00:00:00 | 01023 | subnational-county | Choctaw County | null | -9 | null | null | null | null |
2020-02-15T00:00:00 | 01025 | subnational-county | Clarke County | 7 | -18 | null | null | 0 | null |
2020-02-15T00:00:00 | 01027 | subnational-county | Clay County | -13 | 2 | null | null | null | null |
2020-02-15T00:00:00 | 01029 | subnational-county | Cleburne County | null | 1 | null | null | null | null |
2020-02-15T00:00:00 | 01031 | subnational-county | Coffee County | 1 | 4 | null | null | 2 | null |
2020-02-15T00:00:00 | 01033 | subnational-county | Colbert County | 16 | 7 | null | 8 | 2 | null |
2020-02-15T00:00:00 | 01035 | subnational-county | Conecuh County | 19 | -15 | null | 20 | null | null |
2020-02-15T00:00:00 | 01039 | subnational-county | Covington County | 3 | 4 | null | null | 0 | null |
2020-02-15T00:00:00 | 01041 | subnational-county | Crenshaw County | 9 | -5 | null | null | null | null |
2020-02-15T00:00:00 | 01043 | subnational-county | Cullman County | 7 | 4 | 33 | 0 | 0 | 0 |
2020-02-15T00:00:00 | 01045 | subnational-county | Dale County | 0 | 0 | null | null | 0 | null |
2020-02-15T00:00:00 | 01047 | subnational-county | Dallas County | -1 | -2 | null | null | 2 | null |
2020-02-15T00:00:00 | 01049 | subnational-county | DeKalb County | 5 | 1 | null | null | 5 | -1 |
2020-02-15T00:00:00 | 01051 | subnational-county | Elmore County | 12 | 5 | null | null | -2 | -2 |
2020-02-15T00:00:00 | 01053 | subnational-county | Escambia County | 1 | -1 | null | null | -1 | null |
2020-02-15T00:00:00 | 01055 | subnational-county | Etowah County | 8 | 5 | null | 2 | 1 | -2 |
2020-02-15T00:00:00 | 01057 | subnational-county | Fayette County | 5 | null | null | null | null | null |
2020-02-15T00:00:00 | 01059 | subnational-county | Franklin County | 7 | -3 | null | null | -14 | null |
2020-02-15T00:00:00 | 01061 | subnational-county | Geneva County | -3 | -5 | null | null | -2 | null |
2020-02-15T00:00:00 | 01063 | subnational-county | Greene County | 15 | 2 | null | -3 | null | null |
2020-02-15T00:00:00 | 01065 | subnational-county | Hale County | null | 1 | null | null | null | null |
2020-02-15T00:00:00 | 01067 | subnational-county | Henry County | -11 | 0 | null | null | -6 | null |
2020-02-15T00:00:00 | 01069 | subnational-county | Houston County | 2 | 1 | 32 | 9 | -1 | -1 |
2020-02-15T00:00:00 | 01071 | subnational-county | Jackson County | 8 | -3 | null | null | 5 | null |
2020-02-15T00:00:00 | 01073 | subnational-county | Jefferson County | 4 | 1 | 109 | 3 | 2 | 0 |
2020-02-15T00:00:00 | 01075 | subnational-county | Lamar County | null | -14 | null | null | null | null |
2020-02-15T00:00:00 | 01077 | subnational-county | Lauderdale County | 6 | 4 | null | null | -1 | -2 |
2020-02-15T00:00:00 | 01079 | subnational-county | Lawrence County | 12 | -6 | null | null | -4 | null |
2020-02-15T00:00:00 | 01081 | subnational-county | Lee County | 9 | 0 | null | null | 2 | -1 |
2020-02-15T00:00:00 | 01083 | subnational-county | Limestone County | 7 | 2 | 37 | null | 4 | 0 |
2020-02-15T00:00:00 | 01085 | subnational-county | Lowndes County | null | null | null | 2 | null | null |
2020-02-15T00:00:00 | 01087 | subnational-county | Macon County | 13 | 8 | null | 9 | -3 | null |
2020-02-15T00:00:00 | 01089 | subnational-county | Madison County | 2 | 1 | 49 | 4 | 3 | -1 |
2020-02-15T00:00:00 | 01091 | subnational-county | Marengo County | 3 | -7 | null | null | 9 | null |
2020-02-15T00:00:00 | 01093 | subnational-county | Marion County | -1 | -3 | null | null | -6 | null |
2020-02-15T00:00:00 | 01095 | subnational-county | Marshall County | 7 | 0 | 60 | null | 2 | -1 |
2020-02-15T00:00:00 | 01097 | subnational-county | Mobile County | 6 | 3 | 74 | 16 | 2 | -1 |
2020-02-15T00:00:00 | 01099 | subnational-county | Monroe County | 6 | -5 | null | null | 7 | null |
2020-02-15T00:00:00 | 01101 | subnational-county | Montgomery County | 6 | 1 | 56 | 6 | 3 | -1 |
2020-02-15T00:00:00 | 01103 | subnational-county | Morgan County | 7 | 6 | 55 | 6 | 3 | 0 |
2020-02-15T00:00:00 | 01105 | subnational-county | Perry County | null | 4 | null | null | null | null |
2020-02-15T00:00:00 | 01107 | subnational-county | Pickens County | 10 | 19 | null | null | null | null |
2020-02-15T00:00:00 | 01109 | subnational-county | Pike County | 3 | -2 | null | null | -5 | null |
2020-02-15T00:00:00 | 01111 | subnational-county | Randolph County | -4 | 4 | null | null | 2 | null |
2020-02-15T00:00:00 | 01113 | subnational-county | Russell County | 9 | 3 | null | null | -2 | -1 |
2020-02-15T00:00:00 | 01115 | subnational-county | St. Clair County | 7 | -3 | null | 1 | 3 | 0 |
2020-02-15T00:00:00 | 01117 | subnational-county | Shelby County | -2 | 3 | 57 | null | 3 | -1 |
2020-02-15T00:00:00 | 01119 | subnational-county | Sumter County | -6 | -11 | null | null | null | null |
2020-02-15T00:00:00 | 01121 | subnational-county | Talladega County | 7 | -3 | 9 | 9 | 5 | -1 |
2020-02-15T00:00:00 | 01123 | subnational-county | Tallapoosa County | 3 | 8 | null | null | 3 | null |
2020-02-15T00:00:00 | 01125 | subnational-county | Tuscaloosa County | 8 | 3 | 29 | 4 | 0 | 0 |
2020-02-15T00:00:00 | 01127 | subnational-county | Walker County | 5 | -2 | null | 2 | 2 | null |
2020-02-15T00:00:00 | 01129 | subnational-county | Washington County | null | 6 | null | null | null | null |
2020-02-15T00:00:00 | 01131 | subnational-county | Wilcox County | null | -17 | null | null | null | null |
2020-02-15T00:00:00 | 01133 | subnational-county | Winston County | 0 | 0 | null | null | -2 | null |
2020-02-15T00:00:00 | 02020 | subnational-county | Anchorage | 5 | 3 | 11 | 3 | 0 | 0 |
2020-02-15T00:00:00 | 02090 | subnational-county | Fairbanks North Star | 11 | 7 | null | 4 | 0 | 0 |
2020-02-15T00:00:00 | 02110 | subnational-county | Juneau | 2 | -6 | null | 0 | -1 | null |
2020-02-15T00:00:00 | 02122 | subnational-county | Kenai Peninsula Borough | 5 | -3 | null | null | -3 | null |
2020-02-15T00:00:00 | 02130 | subnational-county | Ketchikan Gateway | 19 | null | null | null | null | null |
2020-02-15T00:00:00 | 02150 | subnational-county | Kodiak Island | -6 | null | null | null | null | null |
2020-02-15T00:00:00 | 02170 | subnational-county | Matanuska-Susitna | 10 | 1 | null | null | 0 | -1 |
2020-02-15T00:00:00 | 04001 | subnational-county | Apache County | 16 | 3 | 26 | 96 | -2 | null |
2020-02-15T00:00:00 | 04003 | subnational-county | Cochise County | 3 | 3 | 21 | 0 | -2 | 0 |
2020-02-15T00:00:00 | 04005 | subnational-county | Coconino County | 8 | 3 | 21 | 14 | 2 | -1 |
2020-02-15T00:00:00 | 04007 | subnational-county | Gila County | 8 | 19 | 24 | null | -2 | 0 |
2020-02-15T00:00:00 | 04009 | subnational-county | Graham County | -2 | 14 | null | null | -3 | null |
2020-02-15T00:00:00 | 04011 | subnational-county | Greenlee County | null | -3 | null | null | null | null |
2020-02-15T00:00:00 | 04012 | subnational-county | La Paz County | -2 | -9 | 24 | -4 | -9 | null |
2020-02-15T00:00:00 | 04013 | subnational-county | Maricopa County | 2 | 0 | 11 | 1 | -1 | 0 |
2020-02-15T00:00:00 | 04015 | subnational-county | Mohave County | 8 | 11 | 49 | 6 | 0 | 0 |
2020-02-15T00:00:00 | 04017 | subnational-county | Navajo County | 4 | 7 | 24 | 0 | 1 | -1 |
2020-02-15T00:00:00 | 04019 | subnational-county | Pima County | 3 | 7 | 22 | 0 | 0 | 0 |
2020-02-15T00:00:00 | 04021 | subnational-county | Pinal County | 15 | -4 | 13 | 4 | -2 | 0 |
2020-02-15T00:00:00 | 04023 | subnational-county | Santa Cruz County | -1 | -8 | -5 | 7 | 0 | -1 |
2020-02-15T00:00:00 | 04025 | subnational-county | Yavapai County | 9 | 14 | 17 | 8 | 2 | 0 |
2020-02-15T00:00:00 | 04027 | subnational-county | Yuma County | 2 | 0 | 1 | -1 | -3 | 0 |
2020-02-15T00:00:00 | 05001 | subnational-county | Arkansas County | -12 | -8 | null | null | 9 | null |
2020-02-15T00:00:00 | 05003 | subnational-county | Ashley County | -3 | -2 | null | null | 0 | null |
2020-02-15T00:00:00 | 05005 | subnational-county | Baxter County | 1 | 2 | null | null | 1 | null |
2020-02-15T00:00:00 | 05007 | subnational-county | Benton County | 7 | 4 | 23 | -1 | 3 | 0 |
2020-02-15T00:00:00 | 05009 | subnational-county | Boone County | 2 | 2 | null | null | -2 | null |
2020-02-15T00:00:00 | 05011 | subnational-county | Bradley County | -7 | 2 | null | null | null | null |
2020-02-15T00:00:00 | 05015 | subnational-county | Carroll County | 52 | 18 | null | null | 6 | null |
2020-02-15T00:00:00 | 05017 | subnational-county | Chicot County | null | 4 | null | null | null | null |
2020-02-15T00:00:00 | 05019 | subnational-county | Clark County | -1 | 8 | null | 3 | 6 | null |
2020-02-15T00:00:00 | 05021 | subnational-county | Clay County | 0 | null | null | null | null | null |
2020-02-15T00:00:00 | 05023 | subnational-county | Cleburne County | 0 | 26 | null | null | -3 | null |
2020-02-15T00:00:00 | 05027 | subnational-county | Columbia County | 11 | -24 | null | null | -5 | null |
Google Community Mobility Reports — global daily
Aggregated, anonymised mobility signals derived from Google Maps Location History data. Coverage is global at the national level; subnational depth varies by country (US has county granularity, most others have ISO 3166-2 state-level only). Privacy threshold means small geographies / low-traffic days are NaN.
Source: https://www.google.com/covid19/mobility/
Coverage
- Time: 2020-02-15 → 2022-10-15
- Cadence:
daily(observed median spacing: 1 days) - Geography levels:
national,subnational-state,subnational-county,subnational-city— 5306 unique location IDs - Countries: multiple
- Pathogens: —
- Surveillance category:
mobility - Rows: 11,728,497
Columns
| Column | Unit | value_type | Aggregation | Description |
|---|---|---|---|---|
retail_and_recreation |
percent change vs. baseline | index |
mean |
Daily % change in visits + length of stay at retail / recreation places |
| (restaurants, cafes, shopping centers, theme parks, museums, libraries, | ||||
| cinemas) compared to the baseline (median value for the 5-week period | ||||
| Jan 3 – Feb 6, 2020). | ||||
grocery_and_pharmacy |
percent change vs. baseline | index |
mean |
Daily % change in visits to grocery markets, food warehouses, farmers' markets, specialty food shops, drug stores, pharmacies. |
parks |
percent change vs. baseline | index |
mean |
Daily % change in visits to local parks, national parks, public beaches, marinas, dog parks, plazas, public gardens. |
transit_stations |
percent change vs. baseline | index |
mean |
Daily % change in visits to public transport hubs (subway, bus, train stations). |
workplaces |
percent change vs. baseline | index |
mean |
Daily % change in visits to places of work. |
residential |
percent change vs. baseline | index |
mean |
Daily % change in time spent in places of residence. (Note: this is |
| length-of-stay, not visit count — different metric than the other five.) | ||||
Additional data columns
location_name— Most-specific populated source field — county name for county rows, metro name for metro rows, ISO sub-region name for state rows, country name for national rows.location_idis canonical.
Interpretation caveats
Things that may differ from how other sources define a similar measure. If you're combining this dataset with another, read these first.
residential— Residential is reported as % change in length of stay, not visit count. The other five categories are visit-based. Don't sum or compare directly across these two flavours.parks— Parks shows extreme seasonal cyclicity (winter vs. summer is a 200%+ swing in many countries) that reflects normal seasonality, not pandemic-period behaviour change. Detrend before any pandemic analysis.workplaces— Holidays / weekends are baked into the baseline since the baseline is a median across weekdays + weekends. Day-of-week cycles in the output are real but reflect deviation from the comparable weekday's baseline.
Access
- Availability:
inactive - Access type:
csv - License: cc-by-4.0
- Tier: 2
Schema version 0.1 · Last ingested 2026-04-26T12:14:44Z · source_id: global-mobility · Manifest section §15.7
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