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DATATOOLBOX

This is a python package for handling global datasets. It contains the following features:

  1. Augumented pandas DataFrames adding meta data
  2. Automatic unit conversion and dataframe based computations
  3. ID based data structure

This package is under development and serves as a collection of tools around various data analysis packages. The package is developed in-house and supported by Climate Analytics gGmbH and therefore mainly used in the context of climate change mitigation.

The included csv-based git database structure allows multi-user access to unified and version-controlled data sets. Data access is locally controlled by define data IDs and globally via dataset-IDs.

Authors:

  • Andreas Geiges
  • Jonas Hörsch
  • Gaurav Ganti

Dependencies

  • pandas
  • numpy
  • gitpython
  • openscm-units
  • pint==0.11
  • pycountry
  • fuzzywuzzy
  • tqdm
  • matplotlib
  • openpyxl
  • pyam-iamc<=0.8.0
  • hdx-python-country
  • networkx>=2.4.0
  • xarray
  • deprecated
  • pyarrow

Installation via pip

Using pip:

pip install datatoolbox

Using conda

conda install datatoolbox

Read the docs

https://datatoolbox.readthedocs.io/en/latest/

Testing

From the root directory, run:

pytest