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Improved README
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hosseinmoein committed Dec 25, 2024
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Expand Up @@ -65,11 +65,11 @@ The maximum dataset I could load into Polars was 300m rows per column. Any bigge
I ran each test 4 times and took the best time. Polars numbers varied a lot from one run to another, especially calculation and selection times. C++ DataFrame numbers were significantly more consistent.

| | [<B>C++ DataFrame</B>](https://github.com/hosseinmoein/DataFrame/blob/master/benchmarks/dataframe_performance.cc) | [<B>Polars</B>](https://github.com/hosseinmoein/DataFrame/blob/master/benchmarks/polars_performance.py) | [<B>Pandas</B>](https://github.com/hosseinmoein/DataFrame/blob/master/benchmarks/pandas_performance.py) |
| :-- | :---: | :--: | :--: |
| Data generation/load time | 26.945900 secs | 28.468640 secs | 36.678976 secs |
| Calculation time | &nbsp;&nbsp; 1.260150 secs | &nbsp;&nbsp; 4.876561 secs | 40.326350 secs |
| Selection time | &nbsp;&nbsp; 0.742493 secs | &nbsp;&nbsp; 3.876561 secs | &nbsp;&nbsp; 8.326350 secs |
| Overall time: | 28.948600 secs | 36.876345 secs | 85.845114 secs |
| :-- | ---: | ---: | ---: |
| Data generation/load time | 26.9459 secs | 28.4686 secs | 36.6799 secs |
| Calculation time | 1.2602 secs | 4.8766 secs | 40.3264 secs |
| Selection time | 0.7425 secs | 3.8766 secs | 8.3264 secs |
| Overall time: | 28.9486 secs | 36.8763 secs | 85.8451 secs |

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