Practical Data Analysis Guide with Pandas and Altair

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5 min readJan 20, 2021

An analysis of the songs collected from Spotify

Photo by Puria Berenji on Unsplash

Pandas is a highly popular data analysis and manipulation library for Python. It contains numerous functions and methods for efficient data analysis. Although Pandas offers some basic visualizations, a data visualization library is more preferable to create advanced and versatile data visualizations.

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