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hello everyone in our last lesson we saw how we could take uh longitude and latitude coordinates and using geopandas we were able to plot this map that contains some west african countries and most importantly we use geopandas to convert our longitude and latitudes into geometries points and we could actually uh plot this in this lesson were going to see how we could plot the us 2020 elections based on our current uh date now mind you this data might change and this data used to plot this has gotten from kaggle so if you go to cargo you can actually search for paul mooney and under the percent voting for democrats party by state you can actually get this information for this uh chart right here and we can download this and thats what were going to be using to plot our graph so uh search for paul moy is part of the kaggle team i guess and then you can actually see the election information for the us 2020 uh election that shows the vote uh percentage right so thats well get that da