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Filtering with a single condition

You're analyzing streaming data from Spotify and want to focus on tracks that reached a certain level of popularity. You have access to a dataset containing daily streaming counts for songs that were ranked number one on a given day.

The DataFrame spotify_df has been created for you.

This exercise is part of the course

Introduction to Polars

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Exercise instructions

  • Filter spotify_df to show only songs that have more than 10,000,000 "streams".

Hands-on interactive exercise

Have a go at this exercise by completing this sample code.

# Filter for songs with more than 10 million streams
popular_songs = spotify_df.____

print(popular_songs)
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