Python for Data Analysis

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Fraud Detection


created on Aug. 9, 2026, 9:54 a.m.


Interactive fraud detection dataset

Company Fed Receipts OK Receipts Deductions OK Taxes Deduct Ratio Income Gap Tax Ratio Fraud Prob Risk

Deduction ratio distribution

Oklahoma vs Federal income gap

Tax to income ratio by risk level