Every submission and comment that the Voat dataset of Mekacher and Papasavva holds for the Voat subverse v/Libertarian: 2,478 submissions and 8,969 comments written between 21 June 2014 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 1,813 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 complete Facebook friendship network among the 11,621 users of the Stanford3 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 568,330 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
A network of Facebook pages in the category 'public figures', as Network Repository distributes it: its description says that the data were collected about Facebook pages in November 2017, that the pages are blue-verified, that nodes represent the pages and that edges are mutual likes among them. This copy holds 67,114 mutual likes among 11,565 pages and a node table of 11,559 pages with their names and Facebook page IDs.
The complete Facebook friendship network among the 11,509 users of the BC17 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 486,967 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
The content of tezos.stackexchange.com (https://tezos.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 9,097 rows: 4,787 posts (2,208 questions, 2,547 answers, 10 tag wiki excerpts, 10 tag wikis and 12 posts of type 6) and 4,310 comments, written between 29 January 2019 and 26 March 2024. Beside it are 8,056 user accounts, 13,103 votes, 8,184 badges awarded, 220 tags, 13,630 post revisions and 317 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 24 rows.
The complete Facebook friendship network among the 11,247 users of the Cal65 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 351,358 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
Every submission and comment that the Voat dataset of Mekacher and Papasavva holds for the Voat subverse v/newsubverses: 2,599 submissions and 7,928 comments written between 24 June 2014 and 14 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 3,384 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 coffee.stackexchange.com (https://coffee.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 9,510 rows: 4,525 posts (1,475 questions, 2,898 answers, 71 tag wiki excerpts, 71 tag wikis, 9 posts of type 6 and 1 post of type 7) and 4,985 comments, written between 27 January 2015 and 30 March 2024. Beside it are 11,594 user accounts, 22,128 votes, 14,615 badges awarded, 114 tags, 11,825 post revisions and 622 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/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).
The complete Facebook friendship network among the 10,567 users of the Northwestern25 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 488,337 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
The complete Facebook friendship network among the 10,521 users of the Mississippi66 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 610,911 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
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 complete Facebook friendship network among the 10,004 users of the Bingham82 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 362,894 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
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.
The complete Facebook friendship network among the 9,895 users of the Duke14 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 506,442 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
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.
The complete Facebook friendship network among the 9,414 users of the Georgetown15 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 425,638 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
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 complete Facebook friendship network among the 9,069 users of the Maine59 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 243,247 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
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.
The complete Facebook friendship network among the 8,991 users of the UCSC68 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 224,584 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
The Mastodon federation graph of the Fediverse as crawled by the Fedivertex project: 24 snapshots taken between 5 February 2025 and 15 July 2025. In the upstream documentation this is a federation graph: if two instances know each other they are connected, and the graph corresponds to the undirected communication graph between instances. The package holds 424,844,278 links, each with the snapshot it was seen in, and 166,411 instance records (8,953 distinct instances; one record per instance per snapshot) with the attributes upstream recorded (`version`, `users`, `statuses`, `languages`, `registration_enabled`). A snapshot lists between 6,477 and 7,302 instances and between 16,001,803 and 18,845,951 links. Every link has weight 1. Instance names are written with "[DOT]" in place of each dot, exactly as upstream published them. The graph is declared undirected. Fedivertex covers 13 such graph series (seven Fediverse software systems and several kinds of relation); this package is the Mastodon federation series only.
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.
The complete Facebook friendship network among the 8,600 users of the Brown11 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 384,526 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
The complete Facebook friendship network among the 8,578 users of the Yale4 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 405,450 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
The Mastodon active-user graph of the Fediverse as crawled by the Fedivertex project: 24 snapshots taken between 5 February 2025 and 15 July 2025. In the upstream documentation this is an active-user graph: for each instance the 10,000 most recently active users are considered; for each of them, the accounts they follow are listed and 1 is added to the edge from X to Y, where X is the instance of the user and Y the instance of the followed account, so the weight of the edge from X to Y encodes how much of the content seen on X is generated on Y; the graph is directed and contains self-loops. The package holds 12,811,937 links, each with the snapshot it was seen in, and 160,468 instance records (8,135 distinct instances; one record per instance per snapshot) with the attributes upstream recorded (`version`, `users`, `statuses`, `languages`, `registration_enabled`). A snapshot lists between 6,185 and 7,142 instances and between 490,701 and 560,299 links. Edge weights are whole numbers from 1 to 548,292 (15,034 distinct values). Instance names are written with "[DOT]" in place of each dot, exactly as upstream published them. The graph is declared directed. Fedivertex covers 13 such graph series (seven Fediverse software systems and several kinds of relation); this package is the Mastodon active-user series only.
The complete Facebook friendship network among the 8,069 users of the Vanderbilt48 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 427,832 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
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).
The complete Facebook friendship network among the 7,772 users of the Villanova62 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 314,989 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
The complete Facebook friendship network among the 7,755 users of the WashU32 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 367,541 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
The complete Facebook friendship network among the 7,752 users of the Tulane29 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 283,918 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
The complete Facebook friendship network among the 7,694 users of the Dartmouth6 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 304,076 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
The complete Facebook friendship network among the 7,460 users of the Emory27 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 330,014 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
The complete Facebook friendship network among the 7,324 users of the Vermont70 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 191,221 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
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).
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.
A network of Facebook pages in the category 'government', as Network Repository distributes it: its description says that the data were collected about Facebook pages in November 2017, that the pages are blue-verified, that nodes represent the pages and that edges are mutual likes among them. This copy holds 89,455 mutual likes among 7,057 pages and a node table of 7,015 pages with their names and Facebook page IDs.
The complete Facebook friendship network among the 6,833 users of the UC64 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 155,332 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
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.
The complete Facebook friendship network among the 6,682 users of the Tufts18 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 249,728 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
The complete Facebook friendship network among the 6,637 users of the Carnegie49 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 249,967 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
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).
The complete Facebook friendship network among the 6,596 users of the Princeton12 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 293,320 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
The complete Facebook friendship network among the 6,591 users of the UChicago30 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 208,103 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
The complete Facebook friendship network among the 6,472 users of the William77 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 266,378 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
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 complete Facebook friendship network among the 6,440 users of the MIT8 Facebook network in September 2005, one of the 100 college and university networks of the Facebook100 collection. It holds 251,252 undirected friendship links between users of the same school (links to other schools are not included), and seven anonymised attributes for each user: a student/faculty status flag, gender, major, second major or minor, dorm or house, class year and high school. Users are identified only by their row number in the original file. Per the papers, the demographic information was volunteered by users on their own pages; where a user gave none, the original codes the value 0, which this package reads as missing. The data were sent to the authors in anonymised form by Adam D'Angelo of Facebook and analysed by Traud, Mucha and Porter. The original file is a MATLAB .mat file holding a sparse adjacency matrix and an attribute matrix.
Voat
Facebook
Stack Exchange
Fediverse
Mastodon
Reddit