The graph represents a network of 4,322 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, 15 September 2019 at 18:43 UTC.
The requested start date was Sunday, 15 September 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 74-day, 6-hour, 7-minute period from Tuesday, 02 July 2019 at 15:37 UTC to Saturday, 14 September 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 : 4322
Unique Edges : 7950
Edges With Duplicates : 3578
Total Edges : 11528
Number of Edge Types : 3
Mentions : 10418
Replies to : 586
Tweet : 524
Self-Loops : 524
Reciprocated Vertex Pair Ratio : 0.034458174904943
Reciprocated Edge Ratio : 0.0666207213416035
Connected Components : 305
Single-Vertex Connected Components : 206
Maximum Vertices in a Connected Component : 3801
Maximum Edges in a Connected Component : 11004
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.14442
Graph Density : 0.000466175702511148
Modularity : 0.532949
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[459] datasociety,new [449] source,hacking [351] d,s [323] media,manipulators [313] public,figures [312] influential,public [312] pick,up [311] journalists,influential [310] figures,pick [306] new,source Top Word Pairs in Tweet in G1:
[302] datasociety,new [257] source,hacking [220] new,source [220] hacking,outlines [220] outlines,media [220] media,manipulators [220] manipulators,target [220] target,journalists [220] journalists,influential [220] influential,public Top Word Pairs in Tweet in G2:
[146] d,s [71] datasociety,new [58] data,society [53] s,fellow [49] latonero,datasociety [39] piece,latonero [38] datasociety,podcast [38] racism,sexism [37] racial,literacy [37] datasociety,racism Top Word Pairs in Tweet in G3:
[115] media,manipulation [109] bostonjoan,brian [108] brian,friedberg [98] friedberg,datasociety [96] new,report [95] report,bostonjoan [95] datasociety,highlights [95] highlights,practices [95] practices,media [94] shannimcg,new Top Word Pairs in Tweet in G4:
[148] research,alicetiara [147] people,talking [147] talking,gamergate [147] gamergate,again [147] again,thought [147] thought,link [147] link,research [147] alicetiara,published [147] published,2017 [146] beccalew,people Top Word Pairs in Tweet in G5:
[29] data,society [26] source,hacking [24] media,manipulation [16] hacking,media [16] manipulation,practice [9] society,points [7] social,media [7] alternative,influence [6] human,rights [6] broadcasting,reactionary Top Word Pairs in Tweet in G6:
[40] need,stop [40] stop,overusing [40] overusing,word [40] word,bias [40] bias,talking [40] talking,algorithmic [40] algorithmic,systems [40] systems,processes [40] processes,here [40] here,s Top Word Pairs in Tweet in G7:
[112] heart,rate [111] rate,trackers [75] math_rachel,datasociety [59] datasociety,inaccuracy [59] inaccuracy,fitbits [59] fitbits,heart [59] trackers,people [59] people,dark [59] dark,skin [59] skin,particularly Top Word Pairs in Tweet in G8:
[4] understanding,#neurocapitalism [4] #neurocapitalism,happens [4] happens,gramsci [4] gramsci,human [4] human,computer [4] computer,interaction [4] interaction,mmeckel [3] danbuk4,understanding [3] mmeckel,h [3] ai,try Top Word Pairs in Tweet in G9:
[27] youtube's,search [27] search,views [27] views,revenue [27] revenue,site [27] site,recommending [27] recommending,more [27] more,more [27] more,radical [27] radical,extreme [27] extreme,content Top Word Pairs in Tweet in G10:
[41] earlier,year [41] year,conducted [41] conducted,interviews [41] interviews,50 [41] 50,journalists [41] journalists,experts [41] experts,within [41] within,around [41] around,news [41] news,media 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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