Data from Apple Maps on relative changes in mobility in various cities and countries.

apple_mobility

Format

A data frame with 2,254,515 rows and 7 variables:

country

character Country name (not provided for all countries)

sub_region

character Subregion names

subregion_and_city

character Subregion and city names

geo_type

character Type geographical unit. Values: city, country/region, sub-region

transportation_type

character Mode of transport. Values: driving, transit, or walking

date

double Date in yyyy-mm-dd format

score

double Activity score. Indexed to 100 on the first date of observation for a given mode of transport.

Source

https://www.apple.com/covid19/mobility

Details

Table: Data summary

Nameapple_mobility
Number of rows2254515
Number of columns7
_______________________
Column type frequency:
Date1
character5
numeric1
________________________
Group variablesNone

Variable type: Date

skim_variablen_missingcomplete_rateminmaxmediann_unique
date012020-01-132022-04-122021-02-26819

Variable type: character

skim_variablen_missingcomplete_rateminmaxemptyn_uniquewhitespace
country015200630
sub_region0144606060
subregion_and_city0144608530
geo_type01414030
transportation_type0177030

Variable type: numeric

skim_variablen_missingcomplete_ratemeansdp0p25p50p75p100hist
score6080410.73122.5966.812.4383.79113.72148.82228.83▇▁▁▁▁

Data made available by Apple, Inc. at https://www.apple.com/covid19/mobility, showing relative volume of directions requests per country/region or city compared to a baseline volume on January 13th, 2020. Apple defines the day as midnight-to-midnight, Pacific time. Cities represent usage in greater metropolitan areas and are stably defined during this period. In many countries/regions and cities, relative volume has increased since January 13th, consistent with normal, seasonal usage of Apple Maps. Day of week effects are important to normalize as you use this data. Data that is sent from users’ devices to the Apple Maps service is associated with random, rotating identifiers so Apple does not have a profile of individual movements and searches. Apple Maps has no demographic information about its users, and so cannot make any statements about the representativeness of its usage against the overall population.

References

See https://www.apple.com/covid19/mobility for detailed terms of use.

Author

Kieran Healy