GRAPHICS

Unemployment by industrial sector

Animated beeswarm chart made with the Javascript library D3

European countries with the highest prison overcrowding rates

Interactive bar chart made with the Javascript library D3

Ages of women at first birth, selected countries, 1995 vs 2019

Recreation of an animated chart from The Economist made with the R libraries ggplot and gganimate

Source: Eurostat

Life expectancy at birth vs GDP per capita in 2018

Scatter plot chart using the R library ggplot2 with the most recent data available

Source: The World Bank

Knife crime rates by Police Force Area, England and Wales

Map made with the Python library Matplotlib

Source: Office for National Statistics - Crime Survey

Online sales as a proportion of retailing in March and April 2020

Horizontal connected dot plot chart made with Flourish

Proportion of self-inflicted deaths from the total in England and Wales

Stacked column chart made with Flourish

Youth unemployment rate across UK regions compared to the previous year

Grouped bar chart made with Flourish