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Data Auditing

Data Auditing

Before training the model, inspect the dataset.

View First Five Records

stock_data.head()

Dataset Shape

stock_data.shape

Dataset Information

stock_data.info()

Statistical Summary

stock_data.describe()

Explanation

These functions help us understand:

  • Number of records
  • Number of features
  • Data types
  • Statistical summaries
  • Overall dataset quality