datatoolbox 0.8.0

The Python Data Toolbox

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