.. image:: https://github.com/CartoDB/cartoframes/actions/workflows/cartoframes-ci.yml/badge.svg?branch=develop :target: https://github.com/CartoDB/cartoframes/actions/workflows/cartoframes-ci.yml .. image:: https://img.shields.io/badge/pypi-v1.2.4-orange :target: https://pypi.org/project/cartoframes/1.2.4
A Python package for integrating
CARTO <https://carto.com/>__ maps, analysis, and data services into data science workflows.
Python data analysis workflows often rely on the de facto standards
pandas <http://pandas.pydata.org/> and
Jupyter notebooks <http://jupyter.org/>. Integrating CARTO into this workflow saves data scientists time and energy by not having to export datasets as files or retain multiple copies of the data. Instead, CARTOframes give the ability to communicate reproducible analysis while providing the ability to gain from CARTO's services like hosted, dynamic or static maps and
Data Observatory <https://carto.com/platform/location-data-streams/>__ augmentation.
.. |stable| image:: https://mybinder.org/badge_logo.svg :target: https://mybinder.org/v2/gh/cartodb/cartoframes/v1.2.4?filepath=examples
.. |develop| image:: https://mybinder.org/badge_logo.svg :target: https://mybinder.org/v2/gh/cartodb/cartoframes/develop?filepath=examples
If you do not have an API key, you can still use cartoframes for creating maps locally.
The example context only provides read access, so not all cartoframes features are available. For full access, `Start a free trial <https://carto.com/signup>`__ or get free access with a `GitHub Student Developer Pack <https://education.github.com/pack>`__.
Location Data Streams <https://carto.com/platform/location-data-streams/>__
Complete documentation: https://carto.com/developers/cartoframes/
Source code: https://github.com/CartoDB/cartoframes
Bug tracker / feature requests: https://github.com/CartoDB/cartoframes/issues
cartoframes users must have a CARTO API key for most
cartoframes functionality. For example, writing DataFrames to an account, reading from private tables, and visualizing data on maps all require an API key. CARTO provides API keys for education and nonprofit uses, among others. Request access at firstname.lastname@example.org. API key access is also given through
GitHub's Student Developer Pack <https://carto.com/blog/carto-is-part-of-the-github-student-pack>__.