<commit_before>============
Introduction
============

Welcome! `Dataverse <http://dataverse.org>`_ is an `open source <https://github.com/IQSS/dataverse/blob/master/LICENSE.md>`_ project that loves `contributors <https://github.com/IQSS/dataverse/blob/master/CONTRIBUTING.md>`_!

.. contents:: |toctitle|
	:local:

Intended Audience
-----------------

This guide is intended primarily for developers who want to work on the main Dataverse code base at https://github.com/IQSS/dataverse

(See "Related Projects" below for other code you can work on!)

To get started, you'll want to set up your :doc:`dev-environment` and make sure you understand the branching strategy described in the :doc:`version-control` section and how to make a pull request. :doc:`testing` is expected. Opinions about :doc:`coding-style` are welcome!

If you have any questions at all, please reach out to other developers per https://github.com/IQSS/dataverse/blob/master/CONTRIBUTING.md

Roadmap
-------

For the Dataverse development roadmap, please see https://dataverse.org/goals-roadmap-and-releases

Kanban Board
------------

You can get a sense of what's currently in flight (in dev, in QA, etc.) by looking at https://waffle.io/IQSS/dataverse

Related Guides
--------------

If you are a developer who wants to make use of Dataverse APIs, please see the :doc:`/api/index`. If you have front-end UI questions, please see the :doc:`/style/index`.

If you are a sysadmin who likes to code, you may be interested in hacking on installation scripts mentioned in the :doc:`/installation/index`. We validate the installation scripts with :doc:`/developers/tools` such as `Vagrant <http://vagrantup.com>`_.

Related Projects
----------------

As a developer, you also may be interested in these projects related to Dataverse:

- External Tools - add additional features to Dataverse: See the :doc:`/installation/external-tools` section of the Installation Guide.
- Dataverse API client libraries - use Dataverse APIs from various languages: :doc:`/api/client-libraries`
- Miniverse - expose metrics from a Dataverse database: https://github.com/IQSS/miniverse<commit_msg>tweaks to the intro page #4419<commit_after>============
Introduction
============

Welcome! `Dataverse <http://dataverse.org>`_ is an `open source <https://github.com/IQSS/dataverse/blob/master/LICENSE.md>`_ project that loves `contributors <https://github.com/IQSS/dataverse/blob/master/CONTRIBUTING.md>`_!

.. contents:: |toctitle|
	:local:

Intended Audience
-----------------

This guide is intended primarily for developers who want to work on the main Dataverse code base at https://github.com/IQSS/dataverse but see "Related Projects" below for other code you can work on!

To get started, you'll want to set up your :doc:`dev-environment` and make sure you understand the branching strategy described in the :doc:`version-control` section and how to make a pull request. :doc:`testing` is expected. Opinions about :doc:`coding-style` are welcome!

If you have any questions at all, please reach out to other developers per https://github.com/IQSS/dataverse/blob/master/CONTRIBUTING.md

Roadmap
-------

For the Dataverse development roadmap, please see https://dataverse.org/goals-roadmap-and-releases

Kanban Board
------------

You can get a sense of what's currently in flight (in dev, in QA, etc.) by looking at https://waffle.io/IQSS/dataverse

Related Guides
--------------

If you are a developer who wants to make use of Dataverse APIs, please see the :doc:`/api/index`. If you have front-end UI questions, please see the :doc:`/style/index`.

If you are a sysadmin who likes to code, you may be interested in hacking on installation scripts mentioned in the :doc:`/installation/index`. We validate the installation scripts with :doc:`/developers/tools` such as `Vagrant <http://vagrantup.com>`_ and Docker (see the :doc:`containers` section).

Related Projects
----------------

As a developer, you also may be interested in these projects related to Dataverse:

- External Tools - add additional features to Dataverse: See the :doc:`/installation/external-tools` section of the Installation Guide.
- Dataverse API client libraries - use Dataverse APIs from various languages: :doc:`/api/client-libraries`
- Miniverse - expose metrics from a Dataverse database: https://github.com/IQSS/miniverse
{'fraction_non_alphanumeric': 0.12864022013299703, 'fraction_numerical': 0.0009172208209126347, 'mean_word_length': 4.002293577981652, 'pattern_counts': {'":': 0, '<': 11, '<?xml version=': 0, '>': 11, 'https://': 14, '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': '1450850', 'n_tokens_mistral': 1238, 'n_tokens_neox': 1172, 'n_words': 501}