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It's not very fast but make the whole development process a lot easier because I can use pandas to query the data.

When I played around with the data, I also tried most skipped artists, but it was hard to interpret, because my most skipped artists were also my most listened to artists, because I get more chances to skip song from them if I listen more to them. If you download the dataset as CSV it's also quite easy to do your own queries with pandas or other software.

Yes, I think sharing and comparing it with friends is the most fun part. There is a download plot button at the bottom to download the plots and tables as images. That's the only way I could think of to make it easily shareable.

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