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Data Auditing

Data Auditing

Data auditing helps identify issues that may affect the quality of the analysis.

Check Missing Values

matches.isnull().sum()

Generate Statistical Summary

matches.describe()

Explanation

Data auditing allows us to:

  • Identify incomplete records
  • Understand numerical variables
  • Detect potential inconsistencies
  • Prepare the dataset for analysis

Cleaning the dataset before visualization ensures more accurate insights.