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Do these Pandas Alternatives actually work?

In this video we benchmark some of the python pandas alternative libraries and benchmark their speed on a large dataset. We look at four different libraries: Dask, Modin, Ray and Vaex. Pandas is a very popular library used by data scientists who code in python and other libraries exist that claim to be faster than pandas. We put them to the test and see which is the fastest! Timeline: 00:00 Intro 00:30 Setup 03:05 Pandas 05:54 Ray 10:24 Dask 13:30 Modin 15:45 Vaex 18:45 Summary Follow me on twitch for live coding streams:   / medallionstallion_   My other videos: Speed Up Your Pandas Code:    • Make Your Pandas Code Lightning Fast   Speed up Pandas Code:    • Make Your Pandas Code Lightning Fast   Intro to Pandas video:    • A Gentle Introduction to Pandas Data ...   Exploratory Data Analysis Video:    • Exploratory Data Analysis with Pandas...   Working with Audio data in Python:    • Audio Data Processing in Python   Efficient Pandas Dataframes:    • Speed Up Your Pandas Dataframes   * Youtube: https://youtube.com/@robmulla?sub_con... * Discord:   / discord   * Twitch:   / medallionstallion_   * Twitter:   / rob_mulla   * Kaggle: https://www.kaggle.com/robikscube #python #pandas #datascience #dataengineering