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Python 3
Data Auditing

Data Auditing

Data Auditing

Data Auditing

Before training the model, inspect the dataset to understand its structure.

View the First Five Records

credit_card_data.head()

Check Dataset Shape

credit_card_data.shape

View Dataset Information

credit_card_data.info()

Generate Statistical Summary

credit_card_data.describe()

Explanation

These functions help verify:

Number of transactions
Number of features
Data types
Statistical summaries
Dataset completeness

Understanding the dataset at this stage helps identify any preprocessing requirements

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Data Auditing

Contents

Data Auditing

View the First Five Records

Check Dataset Shape

View Dataset Information

Generate Statistical Summary

Explanation

Credit Card Fraud Detection for Beginners using Data Science

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GIT Guide

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