Read in data

The data I used comes from WorldBank.org, which has a great variety of measures for each country pertaining to climate, energy consumption, land use, socioeconomic factors, and population trends.

Country codes data comes from: https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv Climate data is from WorldBank.org, found here https://data.worldbank.org/topic/19

Data Tidying

Removing extra dates, using pivot_longer for year columns, change date values, round up measure.

US CO2 Consumption by Fuel Type

Percent of People Affected by Natural Disasters

Choropleth Maps

Will just be looking at North and South American countries - this dataset has 3 letter country codes, and the values filtered for below will be applied to a filter in the climate dataset.

CO2 Gas emissions

Renewable Electricity Output

Tabular View - Renewable Energy Output