Pandas 2.0 : Everything You Need to Know

In this video I give an overview of pandas 2.0 and the main changes related to the apache arrow backend. Marc Garcia's Article: https://datapythonista.me/blog/pandas-20-and-the-arrow-revolution-part-i Timeline: 00:00 Intro 01:04 Legacy Numpy 02:49 Arrow Backend 03:44 Missing Values 04:33 Speed 05:47 Interoperability 07:42 Arrow Data Types Check out my other videos: Data Pipelines: Polars vs PySpark vs Pandas: https://youtube.com/watch?v=mi9f9zOaqM8&feature=shares Polars for Data Science: https://youtube.com/watch?v=VHqn7ufiilE&feature=shares Speed up Pandas Dataframes: https://youtube.com/watch?v=u4rsA5ZiTls&feature=shares Avoid These Pandas Mistakes: https://youtube.com/watch?v=_gaAoJBMJ_Q&feature=shares Links to my stuff: * Youtube: https://youtube.com/@robmulla?sub_confirmation=1 * Discord: https://discord.gg/HZszek7DQc * Twitch: https://www.twitch.tv/medallionstallion_ * Twitter: https://twitter.com/Rob_Mulla * Kaggle: https://www.kaggle.com/robikscube :::::::::::::::::::: Music: Head Candy - William Rosati Support by RFM - NCM: https://bit.ly/3jpOhJn ::::::::::::::::::::