Chromium Conversations

Benjamin S. Meyers; Nuthan Munaiah; Emily Prud'hommeaux; Andrew Meneely; Cecilia O. Alm; Josephine Wolff; Pradeep K. Murukannaiah

doi:10.5281/zenodo.2590548

July 20, 2018 Dataset Open Access

Chromium Conversations

Benjamin S. Meyers; Nuthan Munaiah; Emily Prud'hommeaux; Andrew Meneely; Cecilia O. Alm; Josephine Wolff; Pradeep K. Murukannaiah

MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
  <leader>00000nmm##2200000uu#4500</leader>
  <datafield tag="041" ind1=" " ind2=" ">
    <subfield code="a">eng</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Software Engineering</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Natural Language Processing</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Chromium</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Feedback</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">NLP</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Natural Language</subfield>
  </datafield>
  <controlfield tag="005">20211102180451.0</controlfield>
  <datafield tag="500" ind1=" " ind2=" ">
    <subfield code="a">Whenever possible, we would appreciate it if you cite both the paper that released this work and the DOI for this dataset. Thank you!</subfield>
  </datafield>
  <controlfield tag="001">2590548</controlfield>
  <datafield tag="711" ind1=" " ind2=" ">
    <subfield code="d">15-20, July 2018</subfield>
    <subfield code="g">ACL</subfield>
    <subfield code="a">Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics</subfield>
    <subfield code="c">Melbourne, Australia</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Rochester Institute of Technology</subfield>
    <subfield code="0">(orcid)0000-0003-2071-664X</subfield>
    <subfield code="a">Nuthan Munaiah</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Boston College</subfield>
    <subfield code="a">Emily Prud'hommeaux</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Rochester Institute of Technology</subfield>
    <subfield code="0">(orcid)0000-0002-4850-1408</subfield>
    <subfield code="a">Andrew Meneely</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Rochester Institute of Technology</subfield>
    <subfield code="0">(orcid)0000-0002-8730-0916</subfield>
    <subfield code="a">Cecilia O. Alm</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Rochester Institute of Technology</subfield>
    <subfield code="a">Josephine Wolff</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Rochester Institute of Technology</subfield>
    <subfield code="a">Pradeep K. Murukannaiah</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">1508831</subfield>
    <subfield code="z">md5:bb416635063a2d569142cde1367d2ab7</subfield>
    <subfield code="u">https://zenodo.org/record/2590548/files/chromium_conversations_annotations.csv</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">1106250135</subfield>
    <subfield code="z">md5:7cb1bcca65ca9609bb07580b0ff42cdd</subfield>
    <subfield code="u">https://zenodo.org/record/2590548/files/chromium_conversations.csv</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">6572</subfield>
    <subfield code="z">md5:efdb7cb2c70b51171af12773a89cc41e</subfield>
    <subfield code="u">https://zenodo.org/record/2590548/files/README.md</subfield>
  </datafield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="y">Conference website</subfield>
    <subfield code="u">http://www.aclweb.org/anthology/</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2018-07-20</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">openaire_data</subfield>
    <subfield code="p">user-rit</subfield>
    <subfield code="o">oai:zenodo.org:2590548</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">Rochester Institute of Technology</subfield>
    <subfield code="0">(orcid)0000-0001-7053-6722</subfield>
    <subfield code="a">Benjamin S. Meyers</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">Chromium Conversations</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">user-rit</subfield>
  </datafield>
  <datafield tag="540" ind1=" " ind2=" ">
    <subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield>
    <subfield code="a">Creative Commons Attribution 4.0 International</subfield>
  </datafield>
  <datafield tag="650" ind1="1" ind2="7">
    <subfield code="a">cc-by</subfield>
    <subfield code="2">opendefinition.org</subfield>
  </datafield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">&lt;p&gt;This dataset was released as part of the following publication.&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;Benjamin S. Meyers, Nuthan Munaiah, Emily Prud&amp;#39;hommeaux, Andrew Meneely, Cecilia O. Alm, Josephine Wolff, and Pradeep Murukannaiah. &lt;strong&gt;A Dataset for Identifying Actionable Feedback in Collaborative Software Development.&lt;/strong&gt; Proceedings of the 2018 Meeting for the Association for Computational Linguistics (ACL). Melbourne, Australia. http://www.aclweb.org/anthology/P18-2021&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Files:&lt;/strong&gt;&lt;/p&gt;

&lt;pre&gt;&lt;code&gt;chromium_conversations.csv&lt;/code&gt;&lt;/pre&gt;

&lt;p&gt;This is the full dataset containing over 1.5 million comments posted by developers reviewing proposed code changes. The dataset also includes the values we calculated for all nine linguistic features (described in Section 4 of the paper cited above).&lt;/p&gt;

&lt;pre&gt;&lt;code&gt;chromium_conversations_annotations.csv&lt;/code&gt;&lt;/pre&gt;

&lt;p&gt;This dataset is a subset of the &lt;strong&gt;chromium_conversations.csv&lt;/strong&gt;&amp;nbsp;dataset. It contains the data used in the classification experiment outlined in Section 5 of the paper cited above (2,994 comments automatically identified as acted-upon and 800 comments manually identified as not (known-to-be) acted-upon).&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;CSV Fields:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;&lt;strong&gt;Organizational:&lt;/strong&gt;

	&lt;ul&gt;
		&lt;li&gt;&lt;em&gt;review_id:&lt;strong&gt;&amp;nbsp;&lt;/strong&gt;&lt;/em&gt;Unique identifier of a code review in the Chromium project. The URL https://codereview.chromium.org/&amp;lt;review_id&amp;gt; may be used to access the review online&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;patchset_id:&lt;/em&gt;&amp;nbsp;Unique identifier of a code review patchset (i.e., collection of changes to the source code) associated with a review&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;patch_id:&lt;/em&gt;&amp;nbsp;Unique identifier of a code review patch (i.e., individual change to the source code) associated with a patchset&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;file_path:&amp;nbsp;&lt;/em&gt;The path to the file being modified in the patch&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;line_number:&amp;nbsp;&lt;/em&gt;The line number in the file at which the comment was posted&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;posted_timestamp:&amp;nbsp;&lt;/em&gt;The timestamp indicating when the comment was posted&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;author_email:&lt;/em&gt;&amp;nbsp;The (de-identified) author of the comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;author_type:&amp;nbsp;&lt;/em&gt;The role of the author (i.e., reviewer or developer)&lt;/li&gt;
	&lt;/ul&gt;
	&lt;/li&gt;
	&lt;li&gt;&lt;strong&gt;Natural Language:&lt;/strong&gt;
	&lt;ul&gt;
		&lt;li&gt;&lt;em&gt;text:&lt;/em&gt;&amp;nbsp;The raw natural language text of the code review comment&lt;/li&gt;
	&lt;/ul&gt;
	&lt;/li&gt;
	&lt;li&gt;&lt;strong&gt;Linguistic Metrics:&lt;/strong&gt;
	&lt;ul&gt;
		&lt;li&gt;&lt;em&gt;yngve:&amp;nbsp;&lt;/em&gt;The maximum Yngve score of sentences in the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;frazier:&amp;nbsp;&lt;/em&gt;The maximum Frazier score of sentences in the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;pdensity:&amp;nbsp;&lt;/em&gt;The Propositional Density score of the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;cdensity:&lt;/em&gt;&amp;nbsp;The Content Density score of the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;pct_neg_tokens:&amp;nbsp;&lt;/em&gt;Ratio (percentage) of total number of tokens in negative sentences to the total number of tokens in all sentences in the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;pct_neu_tokens:&amp;nbsp;&lt;/em&gt;Ratio (percentage) of total number of tokens in neutral sentences to the total number of tokens in all sentences in the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;pct_pos_tokens:&amp;nbsp;&lt;/em&gt;Ratio (percentage) of total number of tokens in positive sentences to the total number of tokens in all sentences in the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;pct_nne_tokens:&amp;nbsp;&lt;/em&gt;Ratio (percentage) of total number of tokens in non-neutral sentences to the total number of tokens in all sentences in the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;min_politeness:&lt;/em&gt;&amp;nbsp;Minimum of the politeness of sentences in the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;max_politeness:&amp;nbsp;&lt;/em&gt;Maximum of the politeness of sentences in the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;min_formality:&amp;nbsp;&lt;/em&gt;Minimum of the formality of sentences in the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;max_formality:&amp;nbsp;&lt;/em&gt;Maximum of the formality of sentences in the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;num_tokens:&amp;nbsp;&lt;/em&gt;Total number of tokens in the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;num_sentences:&amp;nbsp;&lt;/em&gt;Total number of sentences in the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;has_doxastic:&amp;nbsp;&lt;/em&gt;Binary indicator of presence of a sentence with doxastic uncertainty in the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;has_epistemic:&amp;nbsp;&lt;/em&gt;Binary indicator of presence of a sentence with epistemic uncertainty in the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;has_conditional:&amp;nbsp;&lt;/em&gt;Binary indicator of presence of a sentence with conditional uncertainty in the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;has_investigative:&amp;nbsp;&lt;/em&gt;Binary indicator of presence of a sentence with investigative uncertainty in the code review comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;has_uncertainty:&amp;nbsp;&lt;/em&gt;Binary indicator of presence of a sentence with any uncertainty in the code review comment&lt;/li&gt;
	&lt;/ul&gt;
	&lt;/li&gt;
	&lt;li&gt;&lt;strong&gt;Classification:&lt;/strong&gt;
	&lt;ul&gt;
		&lt;li&gt;&lt;em&gt;comment_type:&amp;nbsp;&lt;/em&gt;Manual annotation of the type of code review comment between acted-upon and not (known to be) acted-upon&lt;/li&gt;
	&lt;/ul&gt;
	&lt;/li&gt;
&lt;/ul&gt;</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">url</subfield>
    <subfield code="i">isCompiledBy</subfield>
    <subfield code="a">http://www.aclweb.org/anthology/papers/P/P18/P18-2021/</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">url</subfield>
    <subfield code="i">isCompiledBy</subfield>
    <subfield code="a">http://www.aclweb.org/anthology/P18-2021</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="a">10.5281/zenodo.2590547</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.2590548</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">dataset</subfield>
  </datafield>
</record>

469

453

views

downloads

See more details...

	All versions	This version
Views	469	469
Downloads	453	454
Data volume	191.7 GB	192.9 GB
Unique views	427	427
Unique downloads	338	339

More info on how stats are collected.

Indexed in

Publication date:

July 20, 2018

DOI:

Keyword(s):

Software Engineering Natural Language Processing Chromium Feedback NLP Natural Language

Meeting:

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL), Melbourne, Australia, 15-20, July 2018

Related identifiers:

Compiled by

Communities:

Rochester Institute of Technology

License (for files):

Creative Commons Attribution 4.0 International

Versions

Version 1.0.0 10.5281/zenodo.2590548

Jul 20, 2018

Cite all versions? You can cite all versions by using the DOI 10.5281/zenodo.2590547. This DOI represents all versions, and will always resolve to the latest one. Read more.

Chromium Conversations

MARC21 XML Export

Versions

Share

Cite as

Export

About

Blog

Help

Developers

Contribute

Chromium Conversations

MARC21 XML Export

Zenodo DOI Badge

DOI

10.5281/zenodo.2590548

Markdown

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.2590548.svg)](https://doi.org/10.5281/zenodo.2590548)

reStructedText

.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.2590548.svg :target: https://doi.org/10.5281/zenodo.2590548

HTML

<a href="https://doi.org/10.5281/zenodo.2590548"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.2590548.svg" alt="DOI"></a>

Image URL

https://zenodo.org/badge/DOI/10.5281/zenodo.2590548.svg

Target URL

https://doi.org/10.5281/zenodo.2590548

Versions

Share

Cite as

Export