Ukraine-Invasion-DashBoard

This graph visualizes the war in Ukraine during the first two months with as accurate info gathered as posible from various media sources.

Ukraine.Map.mp4

Showing the effect of inflation on Egypt using the data gathered from Egypt central Bank

Inflation_plot.mp4

Showing the total loss between both sides bar in mind that the data could be biased as their isn't clear info about the losses and this is as close as we could get.

War.Loss.mp4

Showing the total refugees fleeing the country within 42 days and including images and real people's stories within each point as we wanted to show that each point is not just a number .

Refugees_stat.mp4

Usefull resources

Converting geojson to python object

Plotly: How to set choropleth map color for a discrete categorical variable?

Mapbox Choropleth Maps in Python

Data Source

How can I combine Choropleth and Scatter layer with animation frame in a plotly map

Add image to hover

Good Visual