Automate Data Analysis with Python: Top Tools for EDA 🚀
Discover how to streamline your Exploratory Data Analysis using Python with powerful tools like SweetViz, AutoViz, pandas-profiling, and more. Learn to analyze any dataset quickly and efficiently!
Data Science Projects & Visualization
298 views • Oct 22, 2022
About this video
How to Automate Exploratory Data Analysis in Python with
* SweetViz
* AutoViz
* pandas-profiling
* dataprep
* dabl
* dtale
* klib
Explore and analyse any dataset with Python for minutes.
https://datascientyst.com/best-python-libraries-for-data-analysis-python/
Speed up process of data cleaning, validation, pre-processing and analysis with these 7 libraries. Learn how to build beautiful data visualizations and get comprehensive reports:
Chapters
0:00 intro
0:56 Libraries for Data Analysis
1:52 SweetViz - quick summary
3:31 AutoViz - visualization
5:06 pandas-profiling - most popular
9:48 dataprep - simple EDA
12:30 dabl - single column
13:34 dtale - interactive
15:13 klib - rich features
17:22 Pandas Cleaning Cheat Sheet
* SweetViz
* AutoViz
* pandas-profiling
* dataprep
* dabl
* dtale
* klib
Explore and analyse any dataset with Python for minutes.
https://datascientyst.com/best-python-libraries-for-data-analysis-python/
Speed up process of data cleaning, validation, pre-processing and analysis with these 7 libraries. Learn how to build beautiful data visualizations and get comprehensive reports:
Chapters
0:00 intro
0:56 Libraries for Data Analysis
1:52 SweetViz - quick summary
3:31 AutoViz - visualization
5:06 pandas-profiling - most popular
9:48 dataprep - simple EDA
12:30 dabl - single column
13:34 dtale - interactive
15:13 klib - rich features
17:22 Pandas Cleaning Cheat Sheet
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Video Information
Views
298
Likes
4
Duration
17:44
Published
Oct 22, 2022
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