jorisvandenbossche commented on code in PR #14889:
URL: https://github.com/apache/arrow/pull/14889#discussion_r1047098543


##########
docs/source/developers/guide/documentation.rst:
##########
@@ -37,26 +37,15 @@ incomplete or inaccurate, share your hard-earned knowledge
 with the rest of the community.
 
 If you didn't come across something to improve in the
-documentation itself, you can search for an issue on JIRA.
+documentation itself, you can search for an issue in GitHub.
 
 .. note::
-   When searching for JIRA issue that deals with documentation,
-   try selecting **Components** from the **More** tab in JIRA search
-   and select **Documentation** from the list.
+   When searching for an issue that deals with documentation,
+   navigate to `GitHub labels <https://github.com/apache/arrow/labels>`_
+   and select **Component:Documentation** or search for **Documentation**

Review Comment:
   ```suggestion
      and select **Component: Documentation** or search for **Documentation**
   ```



##########
docs/source/developers/guide/step_by_step/finding_issues.rst:
##########
@@ -38,103 +38,50 @@ you might already have a bug to fix in mind, or a new 
feature that
 you want to implement. Or you still need an issue to work on and
 you need some help with finding one.
 
-For both cases, JIRA is the issue tracker that we use.
+For both cases, GitHub is the issue tracker that we use.
 
-First we will explain how to use JIRA if you have a fix or a feature
-to work on that doesn't yet have a JIRA ticket open, in which case you
-will need to create a JIRA ticket yourself.
+- If you do not have a GitHub account yet, navigate to the
+  `GitHub login page <https://github.com/join>`_ to create one.
+- If you need help with creating a new GitHub issue see
+  `GitHub documentation 
<https://docs.github.com/en/issues/tracking-your-work-with-issues/creating-an-issue>`_.
 
-Secondly, we will show you a way to find good first issues to work on.
+When the ticket is created you can start a discussion about it in theGitHub 
comments.

Review Comment:
   ```suggestion
   When the ticket is created you can start a discussion about it in the GitHub 
comments.
   ```



##########
docs/source/developers/guide/step_by_step/finding_issues.rst:
##########
@@ -38,103 +38,50 @@ you might already have a bug to fix in mind, or a new 
feature that
 you want to implement. Or you still need an issue to work on and
 you need some help with finding one.
 
-For both cases, JIRA is the issue tracker that we use.
+For both cases, GitHub is the issue tracker that we use.
 
-First we will explain how to use JIRA if you have a fix or a feature
-to work on that doesn't yet have a JIRA ticket open, in which case you
-will need to create a JIRA ticket yourself.
+- If you do not have a GitHub account yet, navigate to the
+  `GitHub login page <https://github.com/join>`_ to create one.
+- If you need help with creating a new GitHub issue see

Review Comment:
   ```suggestion
   - If you need help with creating a new GitHub issue see the
   ```



##########
docs/source/developers/guide/step_by_step/finding_issues.rst:
##########
@@ -38,103 +38,50 @@ you might already have a bug to fix in mind, or a new 
feature that
 you want to implement. Or you still need an issue to work on and
 you need some help with finding one.
 
-For both cases, JIRA is the issue tracker that we use.
+For both cases, GitHub is the issue tracker that we use.
 
-First we will explain how to use JIRA if you have a fix or a feature
-to work on that doesn't yet have a JIRA ticket open, in which case you
-will need to create a JIRA ticket yourself.
+- If you do not have a GitHub account yet, navigate to the
+  `GitHub login page <https://github.com/join>`_ to create one.
+- If you need help with creating a new GitHub issue see
+  `GitHub documentation 
<https://docs.github.com/en/issues/tracking-your-work-with-issues/creating-an-issue>`_.
 
-Secondly, we will show you a way to find good first issues to work on.
+When the ticket is created you can start a discussion about it in theGitHub 
comments.
 
-
-Creating a JIRA account
-==========================
-
-First thing you need to do is to make an account on the ASF JIRA following
-`this link <https://issues.apache.org/jira/secure/Signup!default.jspa>`_.
-You will be asked to select a language and choose an avatar if you wish. If
-the registration is successful you will see:
-
-.. figure:: /developers/images/jira_new_account.jpeg
-   :scale: 70 %
-   :alt: creating an ASF JIRA account
-
-   The window you get after creating an account on the ASF JIRA.
-
-
-.. _create_jira:
-
-How to create a JIRA issue
-==========================
-
-After creating an account you can click **Create an issue** and select
-**Apache Arrow project** and **Type** of the issue (Bug, Feature, …).
-
-.. figure:: /developers/images/jira_create_issue.jpeg
-   :scale: 70 %
-   :alt: creating JIRA issue
-
-   The window to create a JIRA issue.
-
-If you are already in JIRA dashboard click the red ``create`` button in
-the top to do the same.
-
-You are ready to create the issue! Add a title and a description following
-the guidance in :ref:`creating issues <creating-issues>` and you are ready to 
go!
-
-.. seealso::
-       :ref:`Creating issues <creating-issues>`
-
-You don’t need any special permissions on JIRA to be able to create
-or self-assign issues.
-To get this role, ask on the :ref:`dev mailing list <mailing_list>`.
-
-When the ticket is created you can start a discussion about it in the
-JIRA comments section.
-
-How we use JIRA to find an issue
-================================
+GitHub labels
+=============
 
 To make it easier for you to find issues that are well-suited for new
-contributors, we have added labels like “good-first-issue” or “beginner”
-to some JIRA tickets.
+contributors, we have added a label **“good-first-issue”** to some
+GitHub issues.
 
 .. seealso::
-   Search for good first/second issues with labels like in the `link here
-   
<https://issues.apache.org/jira/issues/?filter=-4&jql=project%20%3D%20ARROW%20AND%20status%20%3D%20Open%20AND%20labels%20in%20(Beginner%2C%20beginner%2C%20beginners%2C%20beginnner%2C%20beginner-friendly%2C%20good-first-issue%2C%20good-second-issue%2C%20GoodForNewContributors%2C%20newbie%2C%20easyfix%2C%20documentation)%20order%20by%20created%20DESC>`_
+   Search for good first issues with labels like in the `link here

Review Comment:
   ```suggestion
      Search for good first issues `good-first-issue label listing
   ```



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