Star Wars Survey:Guided Project:update

Hi, kindly find my updated project for Star Wars Survey , i used functions on the project
also i tried to map the fans by total fans for each regions bStar Wars Survey (1).ipynb (356.5 KB) ut the result is not as i expected
kindly help me to enhance it
regards

https://app.dataquest.io/m/201/guided-project%3A-star-wars-survey/9/next-steps



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Hi @esramgamal: nice visualizations. Perhaps you could explain what insight you got from the data like the demographics of the fans etc. to further enhance your project!

Cheers!

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