The graph represents a network of 3,996 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 Wednesday, 10 July 2019 at 18:34 UTC.
The requested start date was Sunday, 07 July 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 54-day, 15-hour, 26-minute period from Monday, 13 May 2019 at 07:36 UTC to Saturday, 06 July 2019 at 23:03 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 : 3996
Unique Edges : 7453
Edges With Duplicates : 4822
Total Edges : 12275
Number of Edge Types : 3
Mentions : 10857
Replies to : 1017
Tweet : 401
Self-Loops : 401
Reciprocated Vertex Pair Ratio : 0.0536627979533258
Reciprocated Edge Ratio : 0.101859528603577
Connected Components : 228
Single-Vertex Connected Components : 140
Maximum Vertices in a Connected Component : 3481
Maximum Edges in a Connected Component : 11743
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.041666
Graph Density : 0.000528876811730379
Modularity : 0.451553
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 [110] d,s [89] disinformation,action [68] datasociety,new [67] senior,research [64] program,manager [63] action,lab [58] research,analyst [57] datasociety,mrandyngo [55] literacy,tech Top Word Pairs in Tweet in G2:
[244] datasociety,timcast [244] timcast,joerogan [243] rubinreport,datasociety [165] fabricate,report [165] report,datasociety [165] datasociety,random [165] random,lines [165] lines,kicked [165] kicked,out [165] out,school Top Word Pairs in Tweet in G3:
[485] ben,shapiro [482] identified,fbi [482] fbi,interviews [482] ideological,gateway [482] gateway,full [482] full,blown [481] shapiro,pissed [481] pissed,recently [481] recently,identified [481] interviews,ideological Top Word Pairs in Tweet in G4:
[79] racial,literacy [54] d,s [51] poptechworks,datasociety [47] literacy,tech [47] farbandish,histoftech [47] histoftech,poptechworks [47] datasociety,safiyanoble [47] safiyanoble,hypervisible [37] socio,technical [32] s,fellows Top Word Pairs in Tweet in G5:
[30] defining,terms [30] terms,mis [30] mis,disinformation [30] disinformation,debate [30] debate,really [30] really,'lexicon [30] 'lexicon,lies' [30] lies',guide [30] guide,terms [30] terms,problematic Top Word Pairs in Tweet in G6:
[12] disinformation,action [12] action,lab [11] now,hiring [11] data,society [8] epistemological,fragmentation [7] agnotology,epistemological [7] society,points [6] hiring,program [6] program,manager [6] manager,disinformation Top Word Pairs in Tweet in G7:
[36] slowly,finding [36] finding,voice [36] voice,scary [36] scary,work [36] work,thank [36] thank,nataliegk1 [36] nataliegk1,researchers [36] researchers,datasociety [36] datasociety,support [35] kinjaldave7,slowly Top Word Pairs in Tweet in G8:
[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 G9:
[5] sharing,stateofopendata [5] stateofopendata,book [5] book,datasociety [5] datasociety,exploring [5] exploring,narratives [5] narratives,needed [5] needed,make [5] make,open [5] open,data [5] data,tool Top Word Pairs in Tweet in G10:
[25] gets,blamed [25] blamed,harmed [25] harmed,ai [25] ai,well [25] well,humans [25] humans,act [25] act,liability [25] liability,sponge [24] _karenhao,gets [24] sponge,m_c_eli 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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