The graph represents a network of 4,305 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, 31 March 2019 at 18:34 UTC.
The requested start date was Sunday, 31 March 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 58-day, 5-hour, 29-minute period from Thursday, 31 January 2019 at 16:15 UTC to Saturday, 30 March 2019 at 21:45 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 : 4305
Unique Edges : 7675
Edges With Duplicates : 3549
Total Edges : 11224
Number of Edge Types : 3
Mentions : 9872
Replies to : 913
Tweet : 439
Self-Loops : 439
Reciprocated Vertex Pair Ratio : 0.0372132747681796
Reciprocated Edge Ratio : 0.0717562639689448
Connected Components : 263
Single-Vertex Connected Components : 157
Maximum Vertices in a Connected Component : 3770
Maximum Edges in a Connected Component : 10672
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.274034
Graph Density : 0.000458801255564335
Modularity : 0.5379
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:
[67] d,s [62] monitoring,surveillance [56] ai,technologies [54] data,society [51] automated,ai [50] amplification,makes [50] makes,particular [50] particular,stories [50] stories,communities [50] communities,bad Top Word Pairs in Tweet in G2:
[338] ericrweinstein,datasociety [188] datasociety,beccalew [149] datasociety,youtube [132] leave,dms [132] dms,open [132] open,world [132] world,technology [132] technology,platforms [132] platforms,mean [132] mean,everyone Top Word Pairs in Tweet in G3:
[79] data,society [77] zephoria,datasociety [73] february,13 [69] media,forum [65] more,media [64] 4pm,et [64] knight,media [60] forum,watching [60] watching,livestream [60] livestream,zephoria Top Word Pairs in Tweet in G4:
[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 G5:
[80] read,wphillips49 [55] oxygen,amplification [51] wphillips49,s [44] journalists,editors [43] report,datasociety [42] editors,haven [42] haven,t [42] t,re [42] re,reporting [42] reporting,christchurch Top Word Pairs in Tweet in G6:
[19] social,media [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 Top Word Pairs in Tweet in G7:
[15] monitoring,surveillance [14] workplace,monitoring [12] oxygen,amplification [12] data,society [10] extremists,antagonists [10] antagonists,manipulators [9] better,practices [9] practices,reporting [9] reporting,extremists [8] surveillance,pdf Top Word Pairs in Tweet in G8:
[82] considering,tragic [82] tragic,events [82] events,today [82] today,d [82] d,encourage [82] encourage,anyone [82] anyone,examining [82] examining,immediately [82] immediately,read [82] read,oxygen Top Word Pairs in Tweet in G9:
[13] looking,someone [13] someone,work [13] work,nesta_uk [13] nesta_uk,map [13] map,different [13] different,ways [13] ways,#ai [13] #ai,enhance [13] enhance,scale [12] leksy_b,looking Top Word Pairs in Tweet in G10:
[11] expensive,temptation [11] temptation,take [11] take,algorithm [11] algorithm,already [11] already,exists [11] exists,modify [10] mona_sloane,'#algorithms [10] '#algorithms,expensive [10] modify,u [8] law,big 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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