Avg 2.34 units per transaction
100% data completion (0 missing)
Unique item categories sold
John & Lisa dominate purchasing
2024 Monthly Volume & Order Trend
Track seasonal surges and order velocity over time
Customer Volume Share
Distribution of total units bought per customer
Top 10 Selling Items & Categories
Ranked by overall quantity purchased across selected filters
Order Basket Size Frequency
How many items customers purchase per order
Key Analytical Insights from EDA
John (186 orders) and Lisa (177 orders) make up 98.1% of all transaction activity. Ben, Brian, and Michael represent minor casual buyers with only 7 orders combined.
On July 8, 2024, Lisa bought 100 units of Calming herbal teas in a single transaction. This represents the dataset max outlier, driving July's total volume spike to 185 units.
Excluding the 100-unit bulk outlier, 95% of orders are between 1 and 5 units. High repeat purchases include Tools (71 units), Home Decor (59 units), and Paint (57 units).
Transaction History Log
Explore row-by-row transaction entries with dynamic filtering
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Date
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Customer
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Item Purchased
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Quantity
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