The graph represents a network of 3,981 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, 05 May 2019 at 18:34 UTC.
The requested start date was Sunday, 05 May 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 46-day, 5-hour, 51-minute period from Tuesday, 19 March 2019 at 15:52 UTC to Saturday, 04 May 2019 at 21:43 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 : 3981
Unique Edges : 8363
Edges With Duplicates : 4165
Total Edges : 12528
Number of Edge Types : 3
Mentions : 10907
Replies to : 1223
Tweet : 398
Self-Loops : 398
Reciprocated Vertex Pair Ratio : 0.028410967955071
Reciprocated Edge Ratio : 0.0552521683263733
Connected Components : 226
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 3563
Maximum Edges in a Connected Component : 12108
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.821463
Graph Density : 0.000589420349676037
Modularity : 0.464429
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[366] op,ed [299] datasociety,research [294] rubinreport,datasociety [277] bretweinstein,datasociety [271] white,supremacist [263] iâ,m [251] beccalew,datasociety [251] deeply,honored [251] honored,opportunity [251] opportunity,share Top Word Pairs in Tweet in G1:
[326] op,ed [263] datasociety,research [228] deeply,honored [228] honored,opportunity [228] opportunity,share [228] share,datasociety [228] research,op [228] ed,nytimes [227] mary_madden,deeply [227] nytimes,privacy Top Word Pairs in Tweet in G2:
[276] bretweinstein,datasociety [130] leave,dms [130] dms,open [130] open,world [130] world,technology [130] technology,platforms [130] platforms,mean [130] mean,everyone [130] everyone,s [129] ericrweinstein,leave Top Word Pairs in Tweet in G3:
[118] interest,technologists [110] public,interest [83] technologists,critical [82] critical,asymmetrical [79] asymmetrical,power [79] power,systems [79] systems,lead [79] lead,weaponization [73] datasociety,new [65] weaponization,tech Top Word Pairs in Tweet in G4:
[286] rubinreport,datasociety [256] white,supremacist [240] iâ,m [231] up,fake [231] fake,study [231] study,datasociety [230] m,white [230] re,people [230] ve,slandered [230] slandered,made Top Word Pairs in Tweet in G5:
[116] fragmentation,truth [91] media,forum [88] news,media [87] one,month [87] month,ago [87] ago,gave [87] gave,talk [87] talk,knight [87] knight,news [87] forum,called Top Word Pairs in Tweet in G6:
[25] data,society [14] society,points [11] see,more [9] public,interest [9] interest,technologists [8] fragmentation,truth [7] case,critical [7] critical,public [7] agnotology,epistemological [7] points,see Top Word Pairs in Tweet in G7:
[53] reporter,need [53] need,resource [53] resource,write [53] write,extremism [53] extremism,responsibly [53] responsibly,here [53] here,go [52] janelytv,reporter [36] donie,oliverdarcy [32] grahambrookie,donie Top Word Pairs in Tweet in G8:
[14] oxygen,amplification [12] better,practices [11] lot,well [11] well,intentioned [11] intentioned,journalists [11] journalists,amplifying [11] amplifying,extremists [11] extremists,far [11] far,far [11] far,beyond Top Word Pairs in Tweet in G9:
[15] very,proud [15] proud,co [15] co,author [15] author,report [15] report,challenging [15] challenging,research [15] research,brought [15] brought,together [15] together,much [15] much,work Top Word Pairs in Tweet in G10:
[31] put,risk [31] risk,particularly [31] surveillance,security [31] security,privacy [30] silicon,valley [30] valley,s [30] s,male [30] male,biases [30] biases,put [30] particularly,women 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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