Data Fields Pandemic Modeling

Overview

Multiple data sources are incorporated together to predict new cases for COVID-19.

• Time series data link
• Mobility data from Google COVID-19 Community Mobility Reports link
• Weather data from NASA link

Data dictionary

Field Name	Data Type	Description	Example	Notes
country	String	Country name	United States	130 countries total
region	String	state, province or region depending on jurisdiction. In general, the first administrative subdivision below the level of country	Texas
sub_region	String	county or parish or the appropriate name of the administrative subdivision below the level of state or equivalent	Washington County
level	String	Level of record for filtering	country	Three levels: country, region, sub_region
date	Date	Date of the record	2020-02-15 00:00:00	min: 2020-02-15 00:00:00, max: 2020-05-01 00:00:00
lat	float	latitude	23.315
long	float	longitude	-85.7195
cases	integer	The cumulative number of confirmed or presumed confirmed cases	100	min 0, max 1095681
deaths	integer	The cumulative number of deaths attributed to COVID-19	10	min 0, max 59059
recovered	integer	The cumulative number of recoveries	100	min 0, max 126900
active	integer	number of active cases
tested	integer	The cumulative number of tests from which results have been obtained (does not include pending tests)		min 0, max 6553449
hospitalized	integer	The cumulative number of patients hospitalized for COVID-19
discharged	integer	The cumulative number of patients discharged after hospitalization for COVID-19
year	integer	year of the record
month	integer	month of the record
weekday	integer	day of the week of the record
mobility_retail_recreation	integer	Mobility trends for places like restaurants, cafes, shopping centers, theme parks, museums, libraries, and movie theaters.		min -100, max 187
mobility_grocery_pharmacy	integer	Mobility trends for places like grocery markets, food warehouses, farmers markets, specialty food shops, drug stores, and pharmacies.		min -100, max 136
mobility_parks	integer	Mobility trends for places like local parks, national parks, public beaches, marinas, dog parks, plazas, and public gardens.		min-100, max 324
mobility_transit_stations	integer	Mobility trends for places like public transport hubs such as subway, bus, and train stations.		min -100, max 180
mobility_workplaces	integer	Mobility trends for places of work.		min -93, max 164
mobility_residential	integer	Mobility trends for places of residence.		min -11, max 55
avg_temperature	float	average temperature (Celsius) measured at a certain lat/long
min_temperature	float	minimum temperature (Celsius) measured at a certain lat/long
max_temperature	float	maximum temperature (Celsius) measured at a certain lat/long
relative_humidity	float	relative humidity (%) measured at a certain lat/long
specific_humidity	float	specific humidity (kg kg-1) measured at a certain lat/long
pressure	float	Atmospheric pressure (kPa) measured at a certain lat/long