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Pandas 2.0 : Everything You Need to Know

Rob Mulla

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Pandas 2.0 : Everything You Need to Know

125 036 просмотров · 3 г. назад
Rob Mulla
223 тыс. подписчиков
125 036 просмотров · 3 г. назад
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... 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:    • The BEST library for building Data Pipelin...   Polars for Data Science:    • Polars: The Next Big Python Data Science L...   Speed up Pandas Dataframes:    • This INCREDIBLE trick will speed up your d...   Avoid These Pandas Mistakes:    • 25 Nooby Pandas Coding Mistakes You Should...   Links to my stuff: Youtube: https://youtube.com/@robmulla?sub_con... Discord:   / discord   Twitch:   / medallionstallion_   Twitter:   / rob_mulla   Kaggle: https://www.kaggle.com/robikscube :::::::::::::::::::: Music: Head Candy - William Rosati Support by RFM - NCM: https://bit.ly/3jpOhJn ::::::::::::::::::::