The graph represents a network of 4,019 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, 14 July 2019 at 18:34 UTC.
The requested start date was Sunday, 14 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 60-day, 7-hour, 30-minute period from Tuesday, 14 May 2019 at 16:27 UTC to Saturday, 13 July 2019 at 23:57 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 : 4019
Unique Edges : 7532
Edges With Duplicates : 4353
Total Edges : 11885
Number of Edge Types : 3
Mentions : 10569
Tweet : 405
Replies to : 911
Self-Loops : 405
Reciprocated Vertex Pair Ratio : 0.0531914893617021
Reciprocated Edge Ratio : 0.101010101010101
Connected Components : 218
Single-Vertex Connected Components : 135
Maximum Vertices in a Connected Component : 3521
Maximum Edges in a Connected Component : 11373
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.074645
Graph Density : 0.000527236790006058
Modularity : 0.470523
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] disinformation,action [108] racial,literacy [98] d,s [86] action,lab [71] senior,research [62] research,analyst [57] datasociety,mrandyngo [55] program,manager [54] literacy,tech [54] datasociety,report Top Word Pairs in Tweet in G2:
[483] ben,shapiro [480] identified,fbi [480] fbi,interviews [480] ideological,gateway [480] gateway,full [480] full,blown [479] shapiro,pissed [479] pissed,recently [479] recently,identified [479] interviews,ideological Top Word Pairs in Tweet in G3:
[103] datasociety,timcast [103] timcast,joerogan [101] rubinreport,datasociety [92] disinformation,action [91] fabricate,report [91] report,datasociety [91] datasociety,random [91] random,lines [91] lines,kicked [91] kicked,out Top Word Pairs in Tweet in G4:
[82] racial,literacy [56] d,s [51] poptechworks,datasociety [51] literacy,tech [47] farbandish,histoftech [47] histoftech,poptechworks [47] datasociety,safiyanoble [47] safiyanoble,hypervisible [32] s,fellows [30] algorithmic,harms Top Word Pairs in Tweet in G5:
[29] defining,terms [29] terms,mis [29] mis,disinformation [29] disinformation,debate [29] debate,really [29] really,'lexicon [29] 'lexicon,lies' [29] lies',guide [29] guide,terms [29] terms,problematic Top Word Pairs in Tweet in G6:
[11] data,society [7] epistemological,fragmentation [7] society,points [6] agnotology,epistemological [5] socio,technical [5] technical,systems [5] disinformation,action [5] action,lab [4] ai,ml [4] now,hiring Top Word Pairs in Tweet in G7:
[11] datasociety,ainowinstitute [11] fix,existing [11] existing,problems [11] problems,creates [11] creates,new [11] new,ones [11] ones,article [11] article,need [11] need,bill [11] bill,data Top Word Pairs in Tweet in G8:
[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 G9:
[5] stay,tuned [5] tuned,sequel [5] sequel,online [5] online,speech [5] speech,regulation [5] regulation,comparative [5] comparative,constitutional [5] constitutional,perspective [5] perspective,preview [4] m_older,baratunde Top Word Pairs in Tweet in G10:
[8] gaywonk,youtube [8] love,feedback [8] feedback,beccalew [8] beccalew,datasociety [8] datasociety,oneunderscore__ [8] oneunderscore__,goangelo [8] goangelo,analysis [8] analysis,proposal [7] soychicka,love [6] youtube,datasociety 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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