The graph represents a network of 4,207 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, 21 April 2019 at 18:34 UTC.
The requested start date was Sunday, 21 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 52-day, 17-hour, 7-minute period from Wednesday, 27 February 2019 at 05:42 UTC to Saturday, 20 April 2019 at 22:49 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 : 4207
Unique Edges : 7913
Edges With Duplicates : 4296
Total Edges : 12209
Number of Edge Types : 3
Tweet : 409
Mentions : 10528
Replies to : 1272
Self-Loops : 409
Reciprocated Vertex Pair Ratio : 0.0373357916570638
Reciprocated Edge Ratio : 0.0719840035547656
Connected Components : 235
Single-Vertex Connected Components : 139
Maximum Vertices in a Connected Component : 3715
Maximum Edges in a Connected Component : 11692
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.183449
Graph Density : 0.000508741572731452
Modularity : 0.507825
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[338] ericrweinstein,datasociety [277] bretweinstein,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 Top Word Pairs in Tweet in G1:
[99] datasociety,report [67] new,datasociety [64] d,s [58] beccalew,hey [58] hey,excited [58] excited,share [58] share,new [58] report,tldr [58] tldr,giant [58] giant,network Top Word Pairs in Tweet in G2:
[253] ericrweinstein,datasociety [187] datasociety,beccalew [126] datasociety,youtube [124] leave,dms [124] dms,open [124] open,world [124] world,technology [124] technology,platforms [124] platforms,mean [124] mean,everyone Top Word Pairs in Tweet in G3:
[56] datasociety,new [44] decision,making [35] new,points [34] automated,ai [34] ai,technologies [33] formations,power [33] power,hierarchy [33] hierarchy,discretionary [32] discretionary,decision [30] accountability,act 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:
[265] bretweinstein,datasociety [94] clairlemon,bretweinstein [90] rubinreport,quillette [87] bretweinstein,clairlemon [83] clairlemon,datasociety [66] quillette,datasociety [62] timcast,ericrweinstein [48] datasociety,report [44] clairlemon,rubinreport [43] datasociety,quillette Top Word Pairs in Tweet in G6:
[81] read,wphillips49 [53] oxygen,amplification [52] wphillips49,s [44] journalists,editors [44] full,report [43] haven,t [43] wphillips49,report [43] report,datasociety [43] here's,full [43] report,version Top Word Pairs in Tweet in G7:
[14] data,society [12] monitoring,surveillance [12] oxygen,amplification [10] workplace,monitoring [9] siegfriendo,nyc [9] nyc,1st [9] 1st,jurisdiction [9] jurisdiction,world [9] world,require [9] require,comprehensive Top Word Pairs in Tweet in G8:
[12] media,forum [11] check,out [11] zephoria,datasociety [11] data,voids [10] content,context [10] context,moderation [10] data,society [9] theorizing,web [9] knight,media [8] those,looking Top Word Pairs in Tweet in G9:
[84] considering,tragic [84] tragic,events [84] events,today [84] today,d [84] d,encourage [84] encourage,anyone [84] anyone,examining [84] examining,immediately [84] immediately,read [84] read,oxygen Top Word Pairs in Tweet in G10:
[7] siliconharlem,hardwarehacklab [7] hardwarehacklab,bklyn_ic [7] bklyn_ic,hrw [7] hrw,hrf [7] hrf,accessnow [7] accessnow,summerc0n [7] summerc0n,hopeconf [7] hopeconf,2600 [7] 2600,nickcalyx [7] tech,changes 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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