DATASETS... clim: Yale climate opinions dataset, separated by state (raw)
social_distancing: state social distancing actions (raw)
global_covid: Google’s COVID-19 Global Community Mobility Reports (raw)
us_covid: modification of global_covid; but filtered to only display U.S. states’ entries state: dataset combining Yale climate variables and COVID-19 factors, separated by state
new_state: modification of state; combines Yale climate variables used to create climate scores, climate scores themselves, and COVID-19 factors, all merged together by state
new_new_state: modification of new_state; contains no missing values (removed any column/variable containing an NA; lost five variables)
no_dc: modification of new_new_state; removed District of Columbia (for visualization purposes, since usmap package does not include DC)
VARIABLES USED TO CALCULATE CLIMATE SCORE (score.y)... human: percentage of residents surveyed in the Yale Climate Change Project who think global warming is caused by human activity
consensus: percentage of residents surveyed in the Yale Climate Change Project who believe that most scientists think global warming is happening
worried: percentage of residents surveyed in the Yale Climate Change Project who are worried about global warming
futuregen: percentage of residents surveyed in the Yale Climate Change Project who think that global warming will harm future generations
personal: percentage of residents surveyed in the Yale Climate Change Project who think global warming will harm them personally
harmUS: percentage of residents surveyed in the Yale Climate Change Project who think that global warming will harm people in the United States
VARIABLES IN LINEAR REGRESSION MODEL... score.y: score calculated for each state based on its overall sentiment on climate change (incorporated variables from clim dataset)
transit_stations_percent_change_from_baseline: a state’s average percent change in transit station visit time/frequency over the course of March 15 to July 23, compared to a pre-COVID baseline timeframe of January 3 to February 6
*NOTE: Google defines “transit stations” as subway stations, sea ports, taxi stands, highway rest stops, and car rental agencies
retail_and_recreation_percent_change_from_baseline: a state’s average percent change in retail stores and recreational facilities visit time/frequency over the course of March 15 to July 23, compared to a pre-COVID baseline timeframe of January 3 to February 6
parks_percent_change_from_baseline: a state’s average percent change in parks visit time/frequency over the course of March 15 to July 23, compared to a pre-COVID baseline timeframe of January 3 to February 6
*NOTE: Google defines “parks” as public gardens, castles, national forests, camp grounds, and observation decks
bar_closures: status of bars in a given state (either “Closed,” “Newly Closed,” “Reopened,” or “New Service Limits”