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every box in this heat map shows you how many flights were canceled on that day I made this plot from scratch on a live coding stream and the plot actually made it to the front of reddits data is beautiful the first thing I did was downloaded all the historic data from the Bureau of Transportation statistics I then cleaned the data and uploaded it to kaggle as a data set I found this open source python package called calmap which allows you to plot heat maps with time series data and after putting it all together this is what the end result looked like I also made an interactive version where you can hover over each of the data points to see more details if you want to see exactly how I did this uncut check out the full video on my YouTube page
