Every submission and comment that the Voat dataset of Mekacher and Papasavva holds for the Voat subverse v/sports: 2,838 submissions and 7,664 comments written between 16 June 2014 and 23 December 2020, with the author's user name, upvote and downvote counts, the submission each comment belongs to and each comment's depth in its thread. Voat (voat.co) was a news aggregator in the style of Reddit that shut down on 25 December 2020; its communities were called subverses. The package also holds 2,359 user profiles (registration date and the subverses the user moderated or created) of the users who wrote in this subverse or moderate or own it, and the profile of the subverse (description, subscriber count, creation date).
Every submission and comment that the Voat dataset of Mekacher and Papasavva holds for the Voat subverse v/Canada: 2,726 submissions and 7,634 comments written between 21 June 2014 and 15 December 2020, with the author's user name, upvote and downvote counts, the submission each comment belongs to and each comment's depth in its thread. Voat (voat.co) was a news aggregator in the style of Reddit that shut down on 25 December 2020; its communities were called subverses. The package also holds 983 user profiles (registration date and the subverses the user moderated or created) of the users who wrote in this subverse or moderate or own it, and the profile of the subverse (description, subscriber count, creation date).
Every submission and comment that the Voat dataset of Mekacher and Papasavva holds for the Voat subverse v/SavageGods: 1,072 submissions and 8,265 comments written between 26 December 2015 and 2 August 2018, with the author's user name, upvote and downvote counts, the submission each comment belongs to and each comment's depth in its thread. Voat (voat.co) was a news aggregator in the style of Reddit that shut down on 25 December 2020; its communities were called subverses. The package also holds 83 user profiles (registration date and the subverses the user moderated or created) of the users who wrote in this subverse or moderate or own it, and the profile of the subverse (description, subscriber count, creation date).
The content of languagelearning.stackexchange.com (https://languagelearning.stackexchange.com/), a Stack Exchange question-and-answer site, as published in the Stack Exchange Data Dump of April 2024 on the Internet Archive. The posts table holds 8,779 rows: 4,039 posts (1,396 questions, 2,140 answers, 247 tag wiki excerpts, 247 tag wikis, 7 posts of type 6 and 2 posts of type 7) and 4,740 comments, written between 5 April 2016 and 31 March 2024. Beside it are 9,568 user accounts, 21,394 votes, 10,748 badges awarded, 222 tags, 13,066 post revisions and 382 links between posts. Every answer keeps the question it answers and every comment the post it was written on, so the threads can be rebuilt. The Internet Archive item describes the dump as anonymised; the votes table names the voter in only 26 rows.
Every submission and comment that the Voat dataset of Mekacher and Papasavva holds for the Voat subverse v/Boards: 2,466 submissions and 6,866 comments written between 23 June 2015 and 24 December 2020, with the author's user name, upvote and downvote counts, the submission each comment belongs to and each comment's depth in its thread. Voat (voat.co) was a news aggregator in the style of Reddit that shut down on 25 December 2020; its communities were called subverses. The package also holds 763 user profiles (registration date and the subverses the user moderated or created) of the users who wrote in this subverse or moderate or own it, and the profile of the subverse (description, subscriber count, creation date).
The content of ebooks.stackexchange.com (https://ebooks.stackexchange.com/), a Stack Exchange question-and-answer site, as published in the Stack Exchange Data Dump of April 2024 on the Internet Archive. The posts table holds 8,068 rows: 4,104 posts (1,535 questions, 2,333 answers, 116 tag wiki excerpts, 116 tag wikis, 3 posts of type 6 and 1 post of type 7) and 3,964 comments, written between 18 December 2013 and 28 March 2024. Beside it are 15,138 user accounts, 17,782 votes, 15,553 badges awarded, 177 tags, 13,497 post revisions and 267 links between posts. Every answer keeps the question it answers and every comment the post it was written on, so the threads can be rebuilt. The Internet Archive item describes the dump as anonymised; the votes table names the voter in only 20 rows.
Every submission and comment that the Voat dataset of Mekacher and Papasavva holds for the Voat subverse v/economics: 2,784 submissions and 6,179 comments written between 21 June 2014 and 21 December 2020, with the author's user name, upvote and downvote counts, the submission each comment belongs to and each comment's depth in its thread. Voat (voat.co) was a news aggregator in the style of Reddit that shut down on 25 December 2020; its communities were called subverses. The package also holds 1,288 user profiles (registration date and the subverses the user moderated or created) of the users who wrote in this subverse or moderate or own it, and the profile of the subverse (description, subscriber count, creation date).
The content of beer.stackexchange.com (https://beer.stackexchange.com/), a Stack Exchange question-and-answer site, as published in the Stack Exchange Data Dump of April 2024 on the Internet Archive. The posts table holds 7,931 rows: 3,924 posts (1,173 questions, 2,580 answers, 83 tag wiki excerpts, 83 tag wikis, 2 posts of type 6 and 3 posts of type 7) and 4,007 comments, written between 21 January 2014 and 21 March 2024. Beside it are 10,168 user accounts, 20,765 votes, 12,901 badges awarded, 152 tags, 10,423 post revisions and 152 links between posts. Every answer keeps the question it answers and every comment the post it was written on, so the threads can be rebuilt. The Internet Archive item describes the dump as anonymised; the votes table names the voter in only 18 rows.
Every submission and comment that the Voat dataset of Mekacher and Papasavva holds for the Voat subverse v/Health: 2,761 submissions and 5,837 comments written between 25 June 2014 and 22 December 2020, with the author's user name, upvote and downvote counts, the submission each comment belongs to and each comment's depth in its thread. Voat (voat.co) was a news aggregator in the style of Reddit that shut down on 25 December 2020; its communities were called subverses. The package also holds 1,579 user profiles (registration date and the subverses the user moderated or created) of the users who wrote in this subverse or moderate or own it, and the profile of the subverse (description, subscriber count, creation date).
The content of proofassistants.stackexchange.com (https://proofassistants.stackexchange.com/), a Stack Exchange question-and-answer site, as published in the Stack Exchange Data Dump of April 2024 on the Internet Archive. The posts table holds 7,911 rows: 2,733 posts (942 questions, 1,303 answers, 241 tag wiki excerpts, 241 tag wikis and 6 posts of type 6) and 5,178 comments, written between 8 February 2022 and 31 March 2024. Beside it are 3,372 user accounts, 15,663 votes, 5,872 badges awarded, 241 tags, 8,901 post revisions and 251 links between posts. Every answer keeps the question it answers and every comment the post it was written on, so the threads can be rebuilt. The Internet Archive item describes the dump as anonymised; the votes table names the voter in only 12 rows.
Every submission and comment that the Voat dataset of Mekacher and Papasavva holds for the Voat subverse v/BloodOfEurope: 2,709 submissions and 5,234 comments written between 7 November 2018 and 30 July 2020, with the author's user name, upvote and downvote counts, the submission each comment belongs to and each comment's depth in its thread. Voat (voat.co) was a news aggregator in the style of Reddit that shut down on 25 December 2020; its communities were called subverses. The package also holds 843 user profiles (registration date and the subverses the user moderated or created) of the users who wrote in this subverse or moderate or own it, and the profile of the subverse (description, subscriber count, creation date).
Every post and comment collected from the Voat community v/KotakuInAction between 2 January 2015 and 22 December 2020, as published in the MADOC dataset (Multi-Platform Aggregated Dataset of Online Communities). The package holds 7,853 interactions (4,857 comments, 2,996 posts) by 2,051 pseudonymised users. Each interaction has its text, the ID of the post or comment it replies to, and four machine-computed scores: VADER sentiment, TextBlob sentiment, TextBlob subjectivity and a ToxiGen toxicity score. MADOC publishes one file per community and platform; this package is the voat_KotakuInAction_madoc.parquet file.
Every submission and comment that the Voat dataset of Mekacher and Papasavva holds for the Voat subverse v/Dreamworlds: 3,366 submissions and 3,782 comments written between 28 March 2015 and 22 December 2020, with the author's user name, upvote and downvote counts, the submission each comment belongs to and each comment's depth in its thread. Voat (voat.co) was a news aggregator in the style of Reddit that shut down on 25 December 2020; its communities were called subverses. The package also holds 176 user profiles (registration date and the subverses the user moderated or created) of the users who wrote in this subverse or moderate or own it, and the profile of the subverse (description, subscriber count, creation date).
Actions of students on a MOOC platform, as published by SNAP for studies of temporal interaction networks: a directed, temporal network from students to course activities. Each of the 411,749 rows is one action of one of 7,047 students on one of 97 targets (course activities), with the number of seconds since the start of the data, a 4-dimensional feature vector per action (411,749 rows) and a label per action (411,749 rows) that is 1 for the 4,066 actions after which the student dropped out.
The Reddit part of the dataset of 'Who Let The Trolls Out? Towards Understanding State-Sponsored Trolls' (Zannettou, Caulfield, Setzer, Sirivianos, Stringhini and Blackburn): 7,097 comments and 14,224 submissions by 335 Reddit accounts that the authors identified as belonging to the Russian Internet Research Agency, as the Reddit API returned them, posted between 2 September 2011 and 9 April 2018; the 943 account records (name, creation time, karma and profile fields) of 940 different troll accounts; and the list of 944 account names. The models and the Twitter data of the same Zenodo record are not part of this package.
The content of stellar.stackexchange.com (https://stellar.stackexchange.com/), a Stack Exchange question-and-answer site, as published in the Stack Exchange Data Dump of April 2024 on the Internet Archive. The posts table holds 5,295 rows: 3,268 posts (1,463 questions, 1,674 answers, 65 tag wiki excerpts, 65 tag wikis and 1 post of type 6) and 2,027 comments, written between 17 January 2018 and 28 March 2024. Beside it are 7,156 user accounts, 9,253 votes, 7,652 badges awarded, 115 tags, 10,071 post revisions and 149 links between posts. Every answer keeps the question it answers and every comment the post it was written on, so the threads can be rebuilt. The Internet Archive item describes the dump as anonymised; the votes table names the voter in only 12 rows.
Every submission and comment that the Voat dataset of Mekacher and Papasavva holds for the Voat subverse v/newsandpolitics: 3,465 submissions and 3,143 comments written between 19 September 2015 and 24 December 2020, with the author's user name, upvote and downvote counts, the submission each comment belongs to and each comment's depth in its thread. Voat (voat.co) was a news aggregator in the style of Reddit that shut down on 25 December 2020; its communities were called subverses. The package also holds 88 user profiles (registration date and the subverses the user moderated or created) of the users who wrote in this subverse or moderate or own it, and the profile of the subverse (description, subscriber count, creation date).
Every submission and comment that the Voat dataset of Mekacher and Papasavva holds for the Voat subverse v/Contact: 1,516 submissions and 4,627 comments written between 27 May 2015 and 24 December 2020, with the author's user name, upvote and downvote counts, the submission each comment belongs to and each comment's depth in its thread. Voat (voat.co) was a news aggregator in the style of Reddit that shut down on 25 December 2020; its communities were called subverses. The package also holds 364 user profiles (registration date and the subverses the user moderated or created) of the users who wrote in this subverse or moderate or own it, and the profile of the subverse (description, subscriber count, creation date).
The content of vegetarianism.stackexchange.com (https://vegetarianism.stackexchange.com/), a Stack Exchange question-and-answer site, as published in the Stack Exchange Data Dump of April 2024 on the Internet Archive. The posts table holds 5,565 rows: 2,409 posts (760 questions, 1,497 answers, 73 tag wiki excerpts, 73 tag wikis and 6 posts of type 6) and 3,156 comments, written between 31 January 2017 and 31 March 2024. Beside it are 5,075 user accounts, 16,039 votes, 7,661 badges awarded, 117 tags, 8,263 post revisions and 314 links between posts. Every answer keeps the question it answers and every comment the post it was written on, so the threads can be rebuilt. The Internet Archive item describes the dump as anonymised; the votes table names the voter in only 32 rows.
Tweets of the Twitter accounts of the Fortune 100 companies of 2020 in the weeks around the death of George Floyd, the data of Kevin McElwee's 'The Corporate Response to #BlackLivesMatter on Twitter': 140,279 tweets from 91 company accounts as returned by the Twitter API (the Twitter API returns at most an account's latest 3,200; 12 March 2009 to 27 July 2020), the list of the 100 companies with their Twitter handle, rank and sector, and manual labels for the 6,184 tweets sent between 25 May and 25 July 2020: whether each tweet addresses racial inequity (461 do) and, for those, whether it contains the words Black Lives Matter, mentions Juneteenth or mentions donations. A second file flags 461 tweets for BLM, Juneteenth, Money and Formal Statement.
The content of iota.stackexchange.com (https://iota.stackexchange.com/), a Stack Exchange question-and-answer site, as published in the Stack Exchange Data Dump of April 2024 on the Internet Archive. The posts table holds 4,895 rows: 2,464 posts (1,074 questions, 1,283 answers, 51 tag wiki excerpts, 51 tag wikis and 5 posts of type 6) and 2,431 comments, written between 28 November 2017 and 1 March 2024. Beside it are 6,040 user accounts, 10,698 votes, 7,077 badges awarded, 159 tags, 7,869 post revisions and 310 links between posts. Every answer keeps the question it answers and every comment the post it was written on, so the threads can be rebuilt. The Internet Archive item describes the dump as anonymised; the votes table names the voter in only 36 rows.
The content of drones.stackexchange.com (https://drones.stackexchange.com/), a Stack Exchange question-and-answer site, as published in the Stack Exchange Data Dump of April 2024 on the Internet Archive. The posts table holds 5,197 rows: 2,612 posts (908 questions, 1,277 answers, 208 tag wiki excerpts, 208 tag wikis, 8 posts of type 6 and 3 posts of type 7) and 2,585 comments, written between 14 April 2020 and 21 March 2024. Beside it are 5,251 user accounts, 9,983 votes, 6,281 badges awarded, 224 tags, 7,829 post revisions and 109 links between posts. Every answer keeps the question it answers and every comment the post it was written on, so the threads can be rebuilt. The Internet Archive item describes the dump as anonymised; the votes table names the voter in only 10 rows.
A who-trusts-whom network of people trading Bitcoin on the Bitcoin OTC platform, collected by Srijan Kumar, Francesca Spezzano, V. S. Subrahmanian and Christos Faloutsos and distributed by SNAP. Each of the 35,592 rows is a directed rating: a member (the source) rated another member (the target) from -10 (total distrust) to +10 (total trust) in whole steps, at a time given in seconds since the Unix epoch. The 35,592 ratings are among 5,881 members, who are identified only by numbers; they were made between 8 November 2010 and 25 January 2016. 32,029 ratings are positive (90%), 3,563 negative.
Posts of 139 bloggers from the Blog Authorship Corpus collected by Jonathan Schler, Moshe Koppel, Shlomo Argamon and James Pennebaker from blogger.com: the bloggers whose industry is Religion, aged 13 to 48 (43 female, 96 male). The package holds 5,235 posts, each with its date and text, and one record per blogger with the gender, age, industry and astrological sign the blogger gave. The posts are dated from 1 January 1999 to 10 November 2004. The corpus is one file per blogger; this package holds the files of one slice of it.
The content of conlang.stackexchange.com (https://conlang.stackexchange.com/), a Stack Exchange question-and-answer site, as published in the Stack Exchange Data Dump of April 2024 on the Internet Archive. The posts table holds 4,662 rows: 1,948 posts (603 questions, 1,184 answers, 78 tag wiki excerpts, 78 tag wikis and 5 posts of type 6) and 2,714 comments, written between 6 February 2018 and 28 March 2024. Beside it are 3,756 user accounts, 11,456 votes, 5,415 badges awarded, 111 tags, 5,214 post revisions and 85 links between posts. Every answer keeps the question it answers and every comment the post it was written on, so the threads can be rebuilt. The Internet Archive item describes the dump as anonymised; the votes table names the voter in only 9 rows.
5,171 short social media posts about NFL teams, written between 2024-11-23 and 2024-12-17, scraped with a Selenium web scraper by Cameron C. (Kaggle owner cammyc), each with the author's display name, the team the post was collected for and a sentiment label (neutral (2,235), negative (1,757), positive (1,161) among well-formed rows) predicted by a fine-tuned RoBERTa model, with its confidence and raw class probabilities.
The content of moderators.stackexchange.com (https://moderators.stackexchange.com/), a Stack Exchange question-and-answer site, as published in the Stack Exchange Data Dump of April 2024 on the Internet Archive. The posts table holds 3,870 rows: 1,992 posts (582 questions, 1,296 answers, 55 tag wiki excerpts, 55 tag wikis, 1 post of type 6 and 3 posts of type 7) and 1,878 comments, written between 29 July 2014 and 31 March 2024. Beside it are 7,184 user accounts, 16,555 votes, 9,343 badges awarded, 74 tags, 5,471 post revisions and 135 links between posts. Every answer keeps the question it answers and every comment the post it was written on, so the threads can be rebuilt. The Internet Archive item describes the dump as anonymised; the votes table names the voter in only 10 rows.
Posts of 112 bloggers from the Blog Authorship Corpus collected by Jonathan Schler, Moshe Koppel, Shlomo Argamon and James Pennebaker from blogger.com: the bloggers whose industry is Banking, aged 13 to 48 (47 female, 65 male). The package holds 4,049 posts, each with its date and text, and one record per blogger with the gender, age, industry and astrological sign the blogger gave. The posts are dated from 22 January 2001 to 24 August 2004. The corpus is one file per blogger; this package holds the files of one slice of it.
A who-trusts-whom network of people trading Bitcoin on the Bitcoin Alpha platform, collected by Srijan Kumar, Francesca Spezzano, V. S. Subrahmanian and Christos Faloutsos and distributed by SNAP. Each of the 24,186 rows is a directed rating: a member (the source) rated another member (the target) from -10 (total distrust) to +10 (total trust) in whole steps, at a time given in seconds since the Unix epoch. The 24,186 ratings are among 3,783 members, who are identified only by numbers; they were made between 8 November 2010 and 22 January 2016. 22,650 ratings are positive (94%), 1,536 negative.
Every post and comment collected from the Voat community v/MensRights between 25 June 2014 and 30 November 2020, as published in the MADOC dataset (Multi-Platform Aggregated Dataset of Online Communities). The package holds 3,735 interactions (2,010 comments, 1,725 posts) by 1,125 pseudonymised users. Each interaction has its text, the ID of the post or comment it replies to, and four machine-computed scores: VADER sentiment, TextBlob sentiment, TextBlob subjectivity and a ToxiGen toxicity score. MADOC publishes one file per community and platform; this package is the voat_MensRights_madoc.parquet file.
The content of bioacoustics.stackexchange.com (https://bioacoustics.stackexchange.com/), a Stack Exchange question-and-answer site, as published in the Stack Exchange Data Dump of April 2024 on the Internet Archive. The posts table holds 3,097 rows: 1,598 posts (480 questions, 1,074 answers, 17 tag wiki excerpts, 17 tag wikis and 10 posts of type 6) and 1,499 comments, written between 22 June 2022 and 30 March 2024. Beside it are 1,998 user accounts, 10,217 votes, 3,351 badges awarded, 211 tags, 3,988 post revisions and 97 links between posts. Every answer keeps the question it answers and every comment the post it was written on, so the threads can be rebuilt. The Internet Archive item describes the dump as anonymised; the votes table names the voter in only 8 rows.
Every post and comment collected from the Voat community v/CringeAnarchy between 20 June 2015 and 22 December 2020, as published in the MADOC dataset (Multi-Platform Aggregated Dataset of Online Communities). The package holds 3,030 interactions (2,091 comments, 939 posts) by 919 pseudonymised users. Each interaction has its text, the ID of the post or comment it replies to, and four machine-computed scores: VADER sentiment, TextBlob sentiment, TextBlob subjectivity and a ToxiGen toxicity score. MADOC publishes one file per community and platform; this package is the voat_CringeAnarchy_madoc.parquet file.
Elon Musk's tweets from 4 June 2010 to 5 April 2017: 2,819 tweets and replies, each with its tweet ID, creation time and text, as compiled by the data.world user adamhelsinger ("Elon Musk Tweets-Until 4/6/17"). The description of that data.world dataset says it holds the number from the tweet's address as the ID, the date and time the tweet was created, and the tweets and mentions. The package has no other fields: no author column, no counts and no replies structure.
UC Irvine messages network, a network of the Koblenz Network Collection (KONECT) (User–user message). KONECT's file for it has the header `% asym positive`, i.e. a directed network with weights marked `positive`. This copy holds 59,835 links among 1,899 nodes, timed from 15 April 2004 to 25 October 2004.
The content of genai.stackexchange.com (https://genai.stackexchange.com/), a Stack Exchange question-and-answer site, as published in the Stack Exchange Data Dump of April 2024 on the Internet Archive. The posts table holds 1,317 rows: 642 posts (268 questions, 320 answers, 27 tag wiki excerpts and 27 tag wikis) and 675 comments, written between 17 July 2023 and 31 March 2024. Beside it are 3,437 user accounts, 2,733 votes, 2,882 badges awarded, 80 tags, 2,005 post revisions and 48 links between posts. Every answer keeps the question it answers and every comment the post it was written on, so the threads can be rebuilt. The Internet Archive item describes the dump as anonymised; the votes table names the voter in only 5 rows.
UC Irvine forum network, a network of the Koblenz Network Collection (KONECT) (User–forum posts). KONECT's file for it has the header `% bip positive`, i.e. a bipartite network with weights marked `positive`. This copy holds 33,720 edges between 899 user nodes and 522 forum nodes, timed from 14 May 2004 to 26 October 2004.
NoisyHate: 1,339 comments, each as an original sentence (clean_version) paired with a human-written perturbed version meant to evade toxicity detection, with a quality score for the perturbation, the comment's time, reaction counts and toxicity and identity scores, created by Yiran Ye, Thai Le and Dongwon Lee for the ICWSM 2025 paper "NoisyHate: Mining and Curating Human-Written Perturbations for Benchmarking Content Moderation Models". No comment IDs, user names or links are included.
Every submission and comment that the Voat dataset of Mekacher and Papasavva holds for the Voat subverse v/PizzagateNoMod: 321 submissions and 553 comments written between 16 June 2017 and 9 July 2020, with the author's user name, upvote and downvote counts, the submission each comment belongs to and each comment's depth in its thread. Voat (voat.co) was a news aggregator in the style of Reddit that shut down on 25 December 2020; its communities were called subverses. The package also holds 42 user profiles (registration date and the subverses the user moderated or created) of the users who wrote in this subverse or moderate or own it, and the profile of the subverse (description, subscriber count, creation date).
Manufacturing emails network, a network of the Koblenz Network Collection (KONECT) (Employee–employee email). KONECT's file for it has the header `% asym positive`, i.e. a directed network with weights marked `positive`. This copy holds 82,927 links among 167 nodes, timed from 2 January 2010 to 30 September 2010.
Voat
Stack Exchange
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Twitter (X)
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