AutoViML/AutoViz
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
This project helps data professionals quickly understand their datasets by automatically generating a variety of charts and visualizations. You provide a dataset, either as a file (CSV, TXT, JSON) or a pandas DataFrame, and it produces insightful graphs and even identifies data quality issues. This tool is ideal for data analysts, data scientists, and anyone who needs to quickly explore and understand patterns in their data.
1,888 stars. Used by 1 other package. No commits in the last 6 months. Available on PyPI.
Use this if you need to rapidly generate a comprehensive set of visualizations from your raw data to quickly uncover insights and assess data quality without manual plotting.
Not ideal if you require highly customized, publication-ready charts with very specific aesthetic controls or are working with niche data types that require specialized visualization techniques.
Stars
1,888
Forks
216
Language
Python
License
Apache-2.0
Category
Last pushed
Jun 10, 2024
Commits (30d)
0
Dependencies
19
Reverse dependents
1
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