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WHAT THE DATA TOLD ME
TRANSACTION BREAKDWN
Distribution of Transaction Types
TRANSFER (60%)
PAYMENT/ (19%)
CASH-IN 10%
CASH-OUT (25%)
KEY CHALLENGE: DATA IMBLANCE
EXTREME IMBLANCE
Fraud vs. Legitimate Transactions
99.9%
0.1%
Legitimate
Fraudulent
FEATURE INSIGHTS
Fraudulent Transactions by Amount
Fraud concentrated in high-value transfers
Transaction Amount (UGX)
Number of Transactions
CAPSTONE PROJECT - [YOUR NAME] - [UNIVERSITY] - [DATE]

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