<commit_before>.. _userguide_geo:

Working with geographical data
==============================

Bokeh has started adding support for working with Geographical data. There are
a number of powerful features already available, but we still have more to add.
Please tell use your use cases through the `mailing list`_ or on `github`_ so that we
can continue to build out these features to meet your needs.


GeoJSON Datasource
------------------

`GeoJSON`_ is a popular open standard for representing geographical features<commit_msg>shorten section title<commit_after>.. _userguide_geo:

Mapping GIS Data
================

Bokeh has started adding support for working with Geographical data. There are
a number of powerful features already available, but we still have more to add.
Please tell use your use cases through the `mailing list`_ or on `github`_ so that we
can continue to build out these features to meet your needs.


GeoJSON Datasource
------------------

`GeoJSON`_ is a popular open standard for representing geographical features
{'fraction_non_alphanumeric': 0.1089866156787763, 'fraction_numerical': 0.0, 'mean_word_length': 4.183168316831683, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '4610391', 'n_tokens_mistral': 258, 'n_tokens_neox': 251, 'n_words': 142}