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| Data Scenario | 200 records | 2000 records | 50000 records | |
|---|---|---|---|---|
| Pivot Dicts - Pandas | 0.015s | 0.041s | 0.804s | |
| Pivot Dicts - Raw Python | 0.028s | 0.217s | 5.781s | |
| Pivot Lists - Pandas (concat) | 0.834s | 9.672 | 2069.694s | |
| Pivot Lists - Pandas (melt) | 0.029s | 0.190s | 17.454s | |
| Pivot Lists - Raw Python | 0.043s | 0.213s | 5.502s |
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