pandas-profiling.md

Pandas Profiling

Generates profile reports from a pandas DataFrame.

• GitHub: https://github.com/pandas-profiling/pandas-profiling
• PyPi: https://pypi.org/project/pandas-profiling/
• Online documentation: https://pandas-profiling.github.io/pandas-profiling/docs/
• Featured in: https://cloud.google.com/solutions/building-a-propensity-model-for-financial-services-on-gcp
• Blogs
  • An Introduction to Pandas Profiling
  • Speed Up Your Exploratory Data Analysis With Pandas-Profiling
  • How many Data Science projects have you been part of that made it into production?
  • A better EDA with Pandas-profiling
  • Pandas DataFrame Profiling
• Videos:
• Automated Data Profiling using Python pandas-profiling
• Using Pandas and Pandas Profiling to analyze data
• Automated Data Profiling using Python Pandas (pandas-profiling)
• Data analysis in 1 Line of code by Pandas-Profiling
• Data Analysis | Pandas Data Analysis |Pandas Profiling|Analytics
• Exploratory Data Analysis using Pandas Profiling
• Output results
• EDA with Pandas profiling

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• [AI/ML/DL Library / Package / Framework: applicable]
• [Inexpensive crowd-sourced infrastructure sharing: applicable]
• [Data querying]
• [Data analytics: manual / tools available]
• [Data visualisation]
• [Data cleaning]
• [Data validation]
• [Feature extraction: manual / no tools available]
• [Model creation: available]
• [Execute experiments: available]
• [Hyper parameter tuning: available]
• [Model saving: available]

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