Eurostat with R
1
Introduction
1.1
Eurostat database
1.2
SMDX and other related databases
1.3
R and tidyverse
2
Accessing Eurostat Database with API
2.1
SDMX with R
2.2
SDMX 2.1 in csv, xml and json formats
2.2.1
CSV or TSV format
2.3
R eurostat::get_eurostat
2.3.1
Internet use by individuals, the case of Italy
2.3.2
Compare Italy with Austria
2.3.3
Changing the default colors.
3
Time series data
3.1
Querterly data
3.2
Annual data, Imports and Exports as example as example
3.2.1
One variable or values for one country
3.2.2
Two or more variables
3.2.3
Compare imports and exports
3.3
Quartely data, GDP as example
3.3.1
GDP growth
3.4
Monthly data, inflation as example
3.4.1
Price index of a good, potatoes as examble
4
Drawing maps of Europe
4.1
A basic map of Europe
4.2
Constructing a geospatial dataset
4.2.1
viridis scale for continuous data
4.3
Style of the plot theme
4.3.1
Styling the legend of a map
4.3.2
Titles
4.4
Changing the palette
4.4.1
Brewer colors with distiller
4.4.2
fermenter
4.4.3
Color gradients
4.4.4
tableau style of colors
4.4.5
A final touch
4.5
Changing the projection
4.6
Theme manipulations
4.6.1
Last internet use: in the last 12 months
4.6.2
Last internet use: in last 3 months
4.6.3
Last internet use: in last 3 months
4.6.4
Last internet use: never
4.7
Regions of Europe
5
Joining datasets
5.1
Inner join
5.2
semi join
5.3
anti join
5.4
spatial joins
6
Labour force statistics
6.1
Annual unemployment of one country.
6.1.1
Male nad female unemployment
6.2
Quarterly unemployment of one country.
6.2.1
Manipulating the dataset
6.3
Annual data, map for multiple countries
6.3.1
Put the data on a map
7
Business demographics
7.1
Romania as one country example
7.1.1
Business demographics data at NUTS3 level.
7.1.2
NUTS3 geospatial data
7.1.3
Creating a choropleth map of business demographics in Romania
7.1.4
Adding controls for layers
8
How to compare statistics
8.1
Internet access
8.2
Annual Inflation
9
International Trade of EU
9.1
Exports of EU countries inside and outside EU
9.2
Intra EU trade
9.3
Network of connected countries
10
Sustainable Development Goals
10.1
Share of renewable energy
10.2
Employment in high technology sector
Using Eurostat with R
Using Eurostat with R
Athanassios Stavrakoudis
2022-01-10
Eurostat with R