swifter
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
Installation
In a virtualenv (see these instructions if you need to create one):
pip3 install swifter
Dependencies
Releases
| Version | Released | Bookworm Python 3.11 |
Trixie Python 3.13 |
Files |
|---|---|---|---|---|
| 1.4.0 | 2023-07-31 | |||
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| 1.3.5 | 2023-06-13 | |||
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| 1.3.4 | 2022-08-16 | |||
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| 1.3.3 | 2022-07-28 | |||
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| 1.3.2 | 2022-07-24 | |||
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| 1.3.1 | 2022-07-24 | |||
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| 1.3.0 | 2022-07-24 | |||
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| 1.2.0 | 2022-07-07 | |||
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| 1.1.4 | 2022-06-29 | |||
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| 1.1.3 | 2022-04-13 | |||
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| 1.1.2 | 2022-02-07 | |||
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| 1.1.1 | 2022-02-05 | |||
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| 1.1.0 yanked | 2022-02-05 | |||
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| 1.0.9 | 2021-06-25 | |||
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| 1.0.8 | 2021-06-25 | |||
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| 1.0.7 | 2020-10-11 | |||
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| 1.0.6 | 2020-09-20 | |||
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| 1.0.5 | 2020-09-19 | |||
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| 1.0.4 | 2020-09-19 | |||
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| 1.0.3 | 2020-08-03 | |||
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| 1.0.2 | 2020-07-31 | |||
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| 1.0.1 | 2020-07-28 | |||
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| 1.0.0 | 2020-07-28 | |||
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| 0.305 | 2020-06-13 | |||
| 0.304 | 2020-04-28 | |||
| 0.303 | 2020-04-28 | |||
| 0.302 | 2020-03-24 | |||
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| 0.301 | 2020-02-05 | |||
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| 0.300 | 2020-01-15 | |||
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| 0.297 | 2019-12-09 | |||
| 0.296 | 2019-11-20 | |||
| 0.295 | 2019-09-12 | |||
| 0.294 | 2019-09-11 | |||
| 0.293 | 2019-08-28 | |||
| 0.292 | 2019-08-15 | |||
| 0.291 | 2019-08-15 | |||
| 0.290 | 2019-07-30 | |||
| 0.289 | 2019-06-17 | |||
| 0.288 | 2019-05-03 | |||
| 0.287 | 2019-04-24 | |||
| 0.286 | 2019-04-15 | |||
| 0.285 | 2019-04-11 | |||
| 0.284 | 2019-03-05 | |||
| 0.283 | 2019-02-12 | |||
| 0.282 | 2019-02-12 | |||
| 0.281 | 2019-01-07 | |||
| 0.280 | 2018-12-14 | |||
| 0.273 | 2018-12-07 | |||
| 0.272 | 2018-11-21 | |||
| 0.271 | 2018-11-21 | |||
| 0.270 | 2018-11-21 | |||
| 0.261 | 2018-11-21 | |||
| 0.260 | 2018-11-02 | |||
| 0.252 | 2018-10-26 | |||
| 0.251 | 2018-09-29 | |||
| 0.250 | 2018-09-29 | |||
| 0.242 | 2018-09-19 | |||
| 0.241 | 2018-09-19 | |||
| 0.240 | 2018-09-19 | |||
| 0.230 | 2018-09-04 | |||
| 0.225 | 2018-08-23 | |||
| 0.224 | 2018-08-15 | |||
| 0.223 | 2018-08-14 | |||
| 0.222 | 2018-08-14 | |||
| 0.221 | 2018-08-14 | |||
| 0.220 | 2018-08-14 | |||
| 0.211 | 2018-08-14 | |||
| 0.205 | 2018-08-13 | |||
| 0.204 | 2018-08-13 | |||
| 0.203 | 2018-08-13 | |||
| 0.202 | 2018-08-13 | |||
| 0.201 | 2018-08-13 | |||
| 0.200 | 2018-08-13 | |||
| 0.153 | 2018-05-10 | |||
| 0.152 | 2018-04-26 | |||
| 0.151 | 2018-04-26 | |||
| 0.150 | 2018-04-26 | |||
| 0.143 | 2018-04-17 | |||
| 0.142 | 2018-04-17 | |||
| 0.141 | 2018-04-16 | |||
| 0.140 | 2018-04-16 | |||
| 0.131 | 2018-04-10 | |||
| 0.13 | 2018-04-09 | |||
| 0.12 | 2018-04-08 | |||
| 0.11 | 2018-04-08 | |||
| 0.1 | 2018-04-07 | |||
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