The graph represents a network of 4,345 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, 14 April 2019 at 18:34 UTC.
The requested start date was Sunday, 14 April 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 64-day, 10-hour, 33-minute period from Friday, 08 February 2019 at 10:37 UTC to Saturday, 13 April 2019 at 21:10 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 : 4345
Unique Edges : 7731
Edges With Duplicates : 3565
Total Edges : 11296
Number of Edge Types : 3
Replies to : 936
Mentions : 9902
Tweet : 458
Self-Loops : 458
Reciprocated Vertex Pair Ratio : 0.0375985445724682
Reciprocated Edge Ratio : 0.0724722384570427
Connected Components : 266
Single-Vertex Connected Components : 163
Maximum Vertices in a Connected Component : 3792
Maximum Edges in a Connected Component : 10710
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.206562
Graph Density : 0.000453252717397063
Modularity : 0.53064
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[338] ericrweinstein,datasociety [247] new,zealand [245] official,amplifies [244] trump,administration [244] administration,official [244] amplifies,new [244] zealand,shooter's [244] shooter's,manifesto [244] manifesto,encouraging [244] encouraging,everyone Top Word Pairs in Tweet in G1:
[73] d,s [69] datasociety,report [47] amplification,makes [47] makes,particular [47] particular,stories [47] stories,communities [47] communities,bad [47] bad,actors [47] actors,bigger [47] bigger,more Top Word Pairs in Tweet in G2:
[338] ericrweinstein,datasociety [188] datasociety,beccalew [146] datasociety,youtube [133] leave,dms [133] dms,open [133] open,world [133] world,technology [133] technology,platforms [133] platforms,mean [133] mean,everyone Top Word Pairs in Tweet in G3:
[242] official,amplifies [241] trump,administration [241] administration,official [241] amplifies,new [241] new,zealand [241] zealand,shooter's [241] shooter's,manifesto [241] manifesto,encouraging [241] encouraging,everyone [241] everyone,read Top Word Pairs in Tweet in G4:
[36] ai,technologies [35] shoshanazuboff,thanks [31] automated,ai [28] cariatidaa,m_c_elish [24] datasociety,live [24] data,society [21] thanks,datasociety [21] live,streaming [21] streaming,upcoming [21] upcoming,feb13 Top Word Pairs in Tweet in G5:
[81] read,wphillips49 [51] wphillips49,s [46] oxygen,amplification [45] journalists,editors [45] report,datasociety [43] editors,haven [43] haven,t [43] t,re [43] re,reporting [43] reporting,christchurch Top Word Pairs in Tweet in G6:
[82] zephoria,datasociety [69] media,forum [65] more,media [63] knight,media [60] forum,watching [60] watching,livestream [60] livestream,zephoria [60] zephoria,want [60] want,know [60] know,more Top Word Pairs in Tweet in G7:
[17] content,moderation [16] new,report [16] report,datasociety [16] datasociety,went [16] went,live [16] live,today [16] today,s [16] s,comparative [16] comparative,approach [16] approach,platform Top Word Pairs in Tweet in G8:
[14] data,society [13] monitoring,surveillance [12] oxygen,amplification [11] workplace,monitoring [10] extremists,antagonists [10] antagonists,manipulators [9] better,practices [9] practices,reporting [9] reporting,extremists [9] siegfriendo,nyc Top Word Pairs in Tweet in G9:
[14] social,media [13] excited,host [13] methods,sgs [11] datasociety,thank [11] jasminemcnealy,excited [11] #blackhistorymonth,today [11] today,honor [11] honor,dr [11] dr,jasminemcnealy [11] jasminemcnealy,dr Top Word Pairs in Tweet in G10:
[83] considering,tragic [83] tragic,events [83] events,today [83] today,d [83] d,encourage [83] encourage,anyone [83] anyone,examining [83] examining,immediately [83] immediately,read [83] read,oxygen Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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