Top Statistics libraries in Python

Data Professor 2 · Beginner ·🔢 Mathematical Foundations ·4y ago

Key Takeaways

The video covers top Python libraries for statistical analysis, including Pengouin, statsmodels, statistics, scipy.stats, and NumPy's statistics.

Original Description

In this video, I provide a quick look at some of the top Python libraries that you can use to perform statistical analysis. 🌟 Download Kite for FREE https://www.kite.com/get-kite/?utm_medium=referral&utm_source=youtube&utm_campaign=dataprofessor&utm_content=description-only ⭕ Links for this video: - Pengouin https://pingouin-stats.org - statsmodels https://statsmodels.org - statistics (from Python Standard Library) https://docs.python.org/3/library/statistics.html - scipy.stats https://docs.scipy.org/doc/scipy/reference/stats.html - NumPy's statistics https://numpy.org/doc/stable/reference/routines.statistics.html ⭕ Support my work: 🌟 Subscribe to this channel (Coding Professor) https://www.youtube.com/channel/UCJzlfIoF8nmWqJIv_iWQVRw?sub_confirmation=1 🌟 Subscribe to my other channel Data Professor https://www.youtube.com/dataprofessor?sub_confirmation=1 🌟 Join the Newsletter of Data Professor http://newsletter.dataprofessor.org 🌟 Buy me a coffee https://www.buymeacoffee.com/dataprofessor ⭕ Recommended Books: 🌟https://kit.co/dataprofessor ✅ Python Basics: A Practical Introduction to Python 3 https://amzn.to/3awdWgm ✅ Learn Python Programming (The no-nonsense, beginner's guide) https://amzn.to/2RFpSpn ✅ Learn to Program with Minecraft https://amzn.to/3x2MujZ ✅ Automate the Boring Stuff with Python, 2nd Edition: Practical Programming for Total Beginners https://amzn.to/2QzkyDs ⭕ Disclaimer: Recommended books and tools are affiliate links that gives me a portion of sales at no cost to you, which will contribute to the improvement of this channel's contents. ⭕ Stock photos, graphics and videos used on this channel: ✅ Video intro made using Placeit https://1.envato.market/c/2346717/628379/4662 ⭕ Credit: - Icon of Python logo is created by Iconfinder https://www.iconfinder.com/icons/4518857/python_icon #statistics #python #codingprofessor
Watch on YouTube ↗ (saves to browser)
Sign in to unlock AI tutor explanation · ⚡30

This video provides an overview of popular Python libraries for statistical analysis, including Pengouin, statsmodels, and scipy.stats. It covers the basics of each library and how they can be used for data analysis. By watching this video, viewers can gain a better understanding of the top Python libraries for statistical analysis and how to apply them to real-world problems.

Key Takeaways
  1. Import necessary libraries
  2. Load data
  3. Perform statistical analysis using Pengouin
  4. Perform statistical analysis using statsmodels
  5. Perform statistical analysis using scipy.stats
💡 The video highlights the importance of choosing the right Python library for statistical analysis, depending on the specific needs of the project.

Related AI Lessons

Up next
How to Open IWB Files (SMART Notebook)
File Extension Geeks
Watch →