Transactions Analysis

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Total fraud by category

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Total transaction amount by category

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Count plot of category

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Total transaction amount by date

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Total transaction amount by city

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Total fraud by state

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Total fraud by city

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Total transaction amount by age

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Distribution of transaction amounts

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Distribution of transaction amounts violin

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Transactions by day of the week

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Distribution of transaction hours

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Total spending by state

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Distribution of genders

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Distribution of fraud by age

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Number of transactions over time