Uploaded March 2023 | Updated September 2026, 3 hours ago

---

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: 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: youtube.com/watch?v=mi9f9zOaqM8&feature=shares
Polars for Data Science: youtube.com/watch?v=VHqn7ufiilE&feature=shares
Speed up Pandas Dataframes: youtube.com/watch?v=u4rsA5ZiTls&feature=shares
Avoid These Pandas Mistakes: youtube.com/watch?v=_gaAoJBMJ_Q&feature=shares

Links to my stuff:
* Youtube: youtube.com/@robmulla?sub_confirmation=1
* Discord: discord.gg/HZszek7DQc
* Twitch: twitch.tv/medallionstallion_
* Twitter: twitter.com/Rob_Mulla
* Kaggle: kaggle.com/robikscube

::::::::::::::::::::
Music: Head Candy - William Rosati
Support by RFM - NCM: bit.ly/3jpOhJn
::::::::::::::::::::