The graph represents a network of 4,332 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, 07 April 2019 at 18:34 UTC.
The requested start date was Sunday, 07 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 60-day, 11-hour, 52-minute period from Tuesday, 05 February 2019 at 10:03 UTC to Saturday, 06 April 2019 at 21:56 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 : 4332
Unique Edges : 7717
Edges With Duplicates : 3581
Total Edges : 11298
Number of Edge Types : 3
Mentions : 9928
Tweet : 448
Replies to : 922
Self-Loops : 448
Reciprocated Vertex Pair Ratio : 0.0371314160902803
Reciprocated Edge Ratio : 0.0716040716040716
Connected Components : 266
Single-Vertex Connected Components : 168
Maximum Vertices in a Connected Component : 3800
Maximum Edges in a Connected Component : 10739
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.240095
Graph Density : 0.000455551071288546
Modularity : 0.537558
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:
[69] d,s [63] monitoring,surveillance [56] data,society [50] amplification,makes [50] makes,particular [50] particular,stories [50] stories,communities [50] communities,bad [50] bad,actors [50] actors,bigger Top Word Pairs in Tweet in G2:
[338] ericrweinstein,datasociety [191] datasociety,beccalew [149] 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:
[78] data,society [77] zephoria,datasociety [74] february,13 [68] media,forum [65] 4pm,et [65] more,media [64] knight,media [60] forum,watching [60] watching,livestream [60] livestream,zephoria Top Word Pairs in Tweet in G5:
[79] read,wphillips49 [51] oxygen,amplification [51] wphillips49,s [43] journalists,editors [42] wphillips49,report [42] report,datasociety [41] editors,haven [41] haven,t [41] t,re [41] re,reporting Top Word Pairs in Tweet in G6:
[18] content,moderation [17] new,report [17] report,datasociety [17] datasociety,went [17] went,live [17] live,today [17] today,s [17] s,comparative [17] comparative,approach [17] approach,platform Top Word Pairs in Tweet in G7:
[15] monitoring,surveillance [14] data,society [14] workplace,monitoring [11] oxygen,amplification [10] extremists,antagonists [10] antagonists,manipulators [9] better,practices [9] practices,reporting [9] reporting,extremists [8] siegfriendo,nyc 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:
[7] best,succinct [7] succinct,user [7] user,friendly [7] friendly,explainer [7] explainer,data [7] data,re [7] re,identification [7] identification,risks [7] risks,better [7] siliconharlem,hardwarehacklab 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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