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mindpandas.Groupby.md 3.79 KB

# mindpandas.GroupBy

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The GroupBy class groups the DataFrame or Series that needs to be grouped by value and returns a DataFrameGroupBy or SeriesGroupBy class.

## GroupBy API

| MindSpore Pandas GroupBy API     | Pandas API                                                                                                                                                                | Supported Platform |
|----------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| ------------------- |
| mindpandas.GroupBy.all     | [pandas.core.groupby.GroupBy.all](https://pandas.pydata.org/pandas-docs/version/1.3.5/reference/api/pandas.core.groupby.GroupBy.all.html#pandas.core.groupby.GroupBy.all)             | CPU                 |                                  |
| mindpandas.GroupBy.any     | [pandas.core.groupby.GroupBy.any](https://pandas.pydata.org/pandas-docs/version/1.3.5/reference/api/pandas.core.groupby.GroupBy.any.html#pandas.core.groupby.GroupBy.any)             | CPU                 |                                  |
| mindpandas.GroupBy.count   | [pandas.core.groupby.GroupBy.count](https://pandas.pydata.org/pandas-docs/version/1.3.5/reference/api/pandas.core.groupby.GroupBy.count.html#pandas.core.groupby.GroupBy.count)       | CPU                 |                                  |
| mindpandas.GroupBy.groups  | [pandas.core.groupby.GroupBy.groups](https://pandas.pydata.org/pandas-docs/version/1.3.5/reference/api/pandas.core.groupby.GroupBy.groups.html#pandas.core.groupby.GroupBy.groups)    | CPU                 |                                  |
| mindpandas.GroupBy.indices | [pandas.core.groupby.GroupBy.indices](https://pandas.pydata.org/pandas-docs/version/1.3.5/reference/api/pandas.core.groupby.GroupBy.indices.html#pandas.core.groupby.GroupBy.indices) | CPU                 |                                  |
| mindpandas.GroupBy.max     | [pandas.core.groupby.GroupBy.max](https://pandas.pydata.org/pandas-docs/version/1.3.5/reference/api/pandas.core.groupby.GroupBy.max.html#pandas.core.groupby.GroupBy.max)             | CPU                 |                                  |
| mindpandas.GroupBy.min     | [pandas.core.groupby.GroupBy.min](https://pandas.pydata.org/pandas-docs/version/1.3.5/reference/api/pandas.core.groupby.GroupBy.min.html#pandas.core.groupby.GroupBy.min)             | CPU                 |                                  |
| mindpandas.GroupBy.ngroup  | [pandas.core.groupby.GroupBy.ngroup](https://pandas.pydata.org/pandas-docs/version/1.3.5/reference/api/pandas.core.groupby.GroupBy.ngroup.html#pandas.core.groupby.GroupBy.ngroup)    | CPU                 |                                  |
| mindpandas.GroupBy.prod    | [pandas.core.groupby.GroupBy.prod](https://pandas.pydata.org/pandas-docs/version/1.3.5/reference/api/pandas.core.groupby.GroupBy.prod.html#pandas.core.groupby.GroupBy.prod)          | CPU                 |                                  |
| mindpandas.GroupBy.size    | [pandas.core.groupby.GroupBy.size](https://pandas.pydata.org/pandas-docs/version/1.3.5/reference/api/pandas.core.groupby.GroupBy.size.html#pandas.core.groupby.GroupBy.size)          | CPU                 |                                  |
| mindpandas.GroupBy.sum     | [pandas.core.groupby.GroupBy.sum](https://pandas.pydata.org/pandas-docs/version/1.3.5/reference/api/pandas.core.groupby.GroupBy.sum.html#pandas.core.groupby.GroupBy.sum)             | CPU                 |                                  |

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提交于 2023-07-21 15:16 . replace target=blank

mindpandas.GroupBy

The GroupBy class groups the DataFrame or Series that needs to be grouped by value and returns a DataFrameGroupBy or SeriesGroupBy class.

GroupBy API

MindSpore Pandas GroupBy API	Pandas API	Supported Platform
mindpandas.GroupBy.all	pandas.core.groupby.GroupBy.all	CPU
mindpandas.GroupBy.any	pandas.core.groupby.GroupBy.any	CPU
mindpandas.GroupBy.count	pandas.core.groupby.GroupBy.count	CPU
mindpandas.GroupBy.groups	pandas.core.groupby.GroupBy.groups	CPU
mindpandas.GroupBy.indices	pandas.core.groupby.GroupBy.indices	CPU
mindpandas.GroupBy.max	pandas.core.groupby.GroupBy.max	CPU
mindpandas.GroupBy.min	pandas.core.groupby.GroupBy.min	CPU
mindpandas.GroupBy.ngroup	pandas.core.groupby.GroupBy.ngroup	CPU
mindpandas.GroupBy.prod	pandas.core.groupby.GroupBy.prod	CPU
mindpandas.GroupBy.size	pandas.core.groupby.GroupBy.size	CPU
mindpandas.GroupBy.sum	pandas.core.groupby.GroupBy.sum	CPU

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