# Data (dis)aggregation
[![docs](https://img.shields.io/readthedocs/data-disaggregation)](https://data-disaggregation.readthedocs.io)
[![tests](https://github.com/wingechr/data-disaggregation/actions/workflows/unittest.yml/badge.svg)](https://github.com/wingechr/data-disaggregation/actions/workflows/unittest.yml)
[![license](https://img.shields.io/pypi/l/data-disaggregation)](https://raw.githubusercontent.com/wingechr/data-disaggregation/main/LICENSE)
[![python](https://img.shields.io/pypi/pyversions/data-disaggregation)](https://pypi.org/project/data-disaggregation)
[![release](https://img.shields.io/github/v/release/wingechr/data-disaggregation?include_prereleases)](https://github.com/wingechr/data-disaggregation/releases)
## Install
```bash
pip install data-disaggregation
```
## Quickstart
```python
from data_disaggregation import Dimension, Variable
# create dimension hierarchies
time = Dimension("time")
hour = time.add_level("hour", [1, 2, 3])
space = Dimension("space")
region = space.add_level("region", ["r1", "r2"])
subregion = region.add_level(
"subregion", {"r1": ["sr1_1", "sr1_2"], "r2": ["sr2_1"]}
)
# create extensive variable
v1 = Variable(
name="v1",
data={
(1, "sr1_1"): 2,
(1, "sr1_2"): 3,
(2, "sr1_2"): 4,
(2, "sr2_1"): 5,
},
domain=[hour, subregion],
vartype="extensive",
)
# transform (aggregate) fo target dimension
v2 = v1.transform(domain=[region])
# print as pandas series
print(v2.to_series())
```
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资源分类:Python库 所属语言:Python 资源全名:data-disaggregation-0.1.4.tar.gz 资源来源:官方 安装方法:https://lanzao.blog.csdn.net/article/details/101784059
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