The graph represents a network of 4,030 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, 16 June 2019 at 18:35 UTC.
The requested start date was Sunday, 16 June 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 43-day, 23-hour, 56-minute period from Thursday, 02 May 2019 at 05:06 UTC to Saturday, 15 June 2019 at 05:03 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 : 4030
Unique Edges : 7070
Edges With Duplicates : 4333
Total Edges : 11403
Number of Edge Types : 3
Mentions : 9919
Replies to : 1013
Tweet : 471
Self-Loops : 471
Reciprocated Vertex Pair Ratio : 0.0469521141790049
Reciprocated Edge Ratio : 0.0896929545164989
Connected Components : 299
Single-Vertex Connected Components : 189
Maximum Vertices in a Connected Component : 3437
Maximum Edges in a Connected Component : 10757
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.137631
Graph Density : 0.000483405976644513
Modularity : 0.469303
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[497] ben,shapiro [493] identified,fbi [493] fbi,interviews [493] ideological,gateway [493] gateway,full [493] full,blown [492] shapiro,pissed [492] pissed,recently [492] recently,identified [492] interviews,ideological Top Word Pairs in Tweet in G1:
[112] racial,literacy [104] d,s [77] datasociety,new [61] research,analyst [58] literacy,tech [56] https,t [56] t,co [55] senior,research [54] disinformation,action [50] advancing,racial Top Word Pairs in Tweet in G2:
[484] ben,shapiro [481] identified,fbi [481] fbi,interviews [481] ideological,gateway [481] gateway,full [481] full,blown [480] shapiro,pissed [480] pissed,recently [480] recently,identified [480] interviews,ideological Top Word Pairs in Tweet in G3:
[248] rubinreport,datasociety [244] datasociety,timcast [244] timcast,joerogan [185] beccalew,datasociety [115] fabricate,report [115] report,datasociety [115] datasociety,random [115] random,lines [115] lines,kicked [115] kicked,out Top Word Pairs in Tweet in G4:
[84] racial,literacy [66] d,s [52] literacy,tech [44] work,thank [44] datasociety,support [43] datasociety,new [43] slowly,finding [43] finding,voice [43] voice,scary [43] scary,work Top Word Pairs in Tweet in G5:
[91] disinformation,action [89] research,analyst [86] action,lab [86] senior,research [83] datasociety,now [82] lab,datasociety [81] now,hiring [81] hiring,1 [81] 1,senior [80] zephoria,disinformation Top Word Pairs in Tweet in G6:
[32] agnotology,epistemological [32] epistemological,fragmentation [23] data,society [17] society,points [16] fragmentation,data [11] disinformation,action [11] action,lab [10] now,hiring [9] ignorance,strategically [9] strategically,manufactured Top Word Pairs in Tweet in G7:
[10] researchers,sharing [10] sharing,want [10] want,hard [10] hard,need [10] need,need [10] need,take [10] take,precautions [10] odihq,juliancorner [10] juliancorner,datasociety [10] datasociety,cassierobinson Top Word Pairs in Tweet in G8:
[79] journalists,caught [79] caught,up [79] up,telling [79] telling,'both [79] 'both,sides [79] sides,' [79] ',creation [79] creation,sides [79] sides,political [79] political,project Top Word Pairs in Tweet in G9:
[9] beccalew,datasociety [8] gaywonk,youtube [8] love,feedback [8] feedback,beccalew [8] datasociety,oneunderscore__ [8] oneunderscore__,goangelo [8] goangelo,analysis [8] analysis,proposal [7] soychicka,love [6] youtube,datasociety Top Word Pairs in Tweet in G10:
[4] cjcolclough,annabyhovskaya [4] annabyhovskaya,ituc [4] ituc,uni_fwow [4] uni_fwow,uniglobalunion [4] uniglobalunion,datajusticelab [4] datajusticelab,dataethicseu [4] dataethicseu,datasociety [2] datasociety,johnchavens [2] paid,#data [2] #data,opportunity 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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