Python pandas profiling: Why data profiling is important for you?

  • (00:00) Video Start
    - (00:07) Video Content Intro
    - (01:56) Code & Jupyter Notebook Introduction
    - (02:49) Library Installation
    - (03:39) Pandas-profiling Library Introduction
    - (07:29) Demo with Titanic Dataset
    - (13:36) Demo with Titanic Dataset — Interactions
    - (14:50) Demo with Titanic Dataset — Correlations
    - (15:17) Demo with Titanic Dataset — Missing Values
    - (17:02) Saving HTML Report
    - (18:43) Profiling large dataset
    - (19:51) Minimal Profiling Reporting Setting
    - (20:41) Demo with Titanic Dataset — Config Metadata
    - (21:36) Demo with Titanic Dataset — Config Details
    - (22:37) Demo with Titanic Dataset — Config Param
    - (23:17) Demo with Titanic Dataset — View Widgets
    - (25:46) Demo with Titanic Dataset — Histogram Config
    - (27:19) Streamlit Application with Profiling Report
    - (31:31) Recap
    - (32:16) Credits

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