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Search Results for "EDA"

Found 2 matching component(s)

  • function explore_data

    Performs comprehensive exploratory data analysis on a pandas DataFrame, printing dataset overview, data types, missing values, descriptive statistics, and identifying categorical and numerical variables.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5a059cb7-3903-4020-8519-14198d1f39c9/analysis_1.py

    data-exploration EDA exploratory-data-analysis data-profiling pandas

  • function detect_outliers_iqr_v1

    Detects outliers in a dataset using the Interquartile Range (IQR) method, returning boolean indices of outliers and the calculated bounds.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/328d2f87-3367-495e-89f7-e633ff8c5b3d/analysis_2.py

    outlier-detection IQR interquartile-range statistics data-cleaning

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