Dataset pack
Sales and refunds
Transactions including very large sales and negative refunds.
Fictional data · UTF-8 CSV, every value quoted so padding and leading zeros survive; empty fields are missing values · free for personal and classroom practice · practise it in Flag large transactions, keep refunds.
transactions 9 rows × 3 columns
Download transactions.csvData dictionary
- id
- Unique transaction ID.
- type
- sale or refund.
- amount
- Amount with up to 2 decimals; refunds are negative.
| id | type | amount |
|---|---|---|
| "twnh2" | "sale" | "128.99" |
| "tthzj" | "sale" | "3529" |
| "tkv8b" | "sale" | "8988.5" |
| "two43" | "sale" | "280.05" |
| "tgsij" | "sale" | "11052.01" |
| "t958j" | "refund" | "-3290.10" |
Values are shown in quotes so leading and trailing spaces are visible. ∅ means the cell is missing. Exercises are also graded on hidden datasets that are never published.