<commit_before>coda
====

Coda is a file system organizer, designed for data scientists who frequently deal
with large amounts of heterogeneous data. In this age where data rules all, being able to
efficiently search and label those data is paramount to maintaining productivity. Coda
allows you to tag files with arbitrary metadata, so that you can stay organized when
managing/analyzing large datasets over time. 

As a quick example of how coda might be useful for organizing an arbitrary dataset,
see the following example (see the `documentation <http://coda.readthedocs.io/en/latest/>`_<commit_msg>Removed goofy wording.<commit_after>coda
====

Coda is a file system organizer, designed for data scientists who frequently deal
with large amounts of heterogeneous data. Being able to efficiently search and label
data during the course of algorithm development is paramount to maintaining productivity.
Coda allows you to tag files with arbitrary metadata, so that you can stay organized when
managing/analyzing large datasets over time.

As a quick example of how coda might be useful for organizing an arbitrary dataset,
see the following example (see the `documentation <http://coda.readthedocs.io/en/latest/>`_
{'fraction_non_alphanumeric': 0.04593929450369155, 'fraction_numerical': 0.0, 'mean_word_length': 5.130653266331659, 'pattern_counts': {'":': 0, '<': 5, '<?xml version=': 0, '>': 5, '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': '5947725', 'n_tokens_mistral': 297, 'n_tokens_neox': 281, 'n_words': 169}