The graph represents a network of 3,969 Twitter users whose tweets in the requested range contained "datasociety", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 20 January 2019 at 04:33 UTC.
The requested start date was Sunday, 20 January 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 72-day, 11-hour, 29-minute period from Thursday, 08 November 2018 at 06:37 UTC to Saturday, 19 January 2019 at 18:07 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 3969
Unique Edges : 7221
Edges With Duplicates : 4136
Total Edges : 11357
Number of Edge Types : 3
Mentions : 10016
Tweet : 559
Replies to : 782
Self-Loops : 559
Reciprocated Vertex Pair Ratio : 0.0415206954716492
Reciprocated Edge Ratio : 0.079730908184876
Connected Components : 296
Single-Vertex Connected Components : 188
Maximum Vertices in a Connected Component : 3357
Maximum Edges in a Connected Component : 10661
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.976313
Graph Density : 0.000509683413389251
Modularity : 0.483781
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[391] faculty,fellows [373] postdocs,faculty [361] scholars,datasociety [358] zephoria,scholars [230] jordanbpeterson,datasociety [230] datasociety,nytimes [226] data,society [224] ericrweinstein,jordanbpeterson [222] datasociety,announced [222] announced,calls Top Word Pairs in Tweet in G1:
[317] faculty,fellows [307] postdocs,faculty [297] scholars,datasociety [294] zephoria,scholars [183] datasociety,announced [183] announced,calls [183] calls,2019 [183] 2019,postdocs [182] fellows,more [181] more,researcher Top Word Pairs in Tweet in G2:
[104] beccalew,datasociety [91] extremist,content [89] youtube's,algorithm [89] algorithm,drives [89] drives,people [89] people,extremist [89] content,youtubers [89] youtubers,themselves [89] themselves,exact [88] beccalew,youtube's Top Word Pairs in Tweet in G3:
[42] social,media [42] blackamazon,conmijente [42] conmijente,ainowinstitute [42] ainowinstitute,kmontenegro [42] kmontenegro,datasociety [42] datasociety,data4blacklives [42] data4blacklives,datajusticelab [37] data,society [34] schock,blackamazon [33] datasociety,data Top Word Pairs in Tweet in G4:
[76] bill,data [76] data,rights [75] data,ownership [75] ownership,fix [75] fix,existing [75] existing,problems [75] problems,creates [75] creates,new [75] new,ones [75] ones,article Top Word Pairs in Tweet in G5:
[230] jordanbpeterson,datasociety [230] datasociety,nytimes [224] ericrweinstein,jordanbpeterson [62] improper,bitcoin [61] 7,hope [61] hope,wrong [61] wrong,s [61] s,correct [61] correct,improper [61] bitcoin,transactions Top Word Pairs in Tweet in G6:
[86] new,report [72] content,moderation [52] context,moderation [51] content,context [44] report,datasociety [43] platforms,moderate [43] moderate,content [42] platform,policy [41] datasociety,went [41] went,live Top Word Pairs in Tweet in G7:
[26] apply,dec [25] join,datasociety [25] datasociety,labor [25] labor,research [25] research,team [25] team,two [25] two,open [25] open,positions [25] positions,researchers [25] researchers,apply Top Word Pairs in Tweet in G8:
[21] data,society [15] media,manipulation [13] amplification,responsible [13] responsible,journalism [12] manipulation,strategic [12] strategic,amplification [10] social,media [7] data,craft [6] artificial,intelligence [6] human,rights Top Word Pairs in Tweet in G9:
[60] free,press [59] periodic,reminder [59] reminder,institutions [59] institutions,bill [59] bill,melinda [59] melinda,gates [59] gates,alfred [59] alfred,p [59] p,sloan [59] sloan,targeting Top Word Pairs in Tweet in G10:
[47] anjacks0n,carolinejack [39] wphillips49,datasociety [36] nkrabben,timgollins [32] archivethoughts,nkrabben [31] carolinejack,datasociety [22] timgollins,anjacks0n [21] earlier,year [21] year,conducted [21] conducted,interviews [21] interviews,50 Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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