The graph represents a network of 4,039 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, 09 June 2019 at 18:34 UTC.
The requested start date was Sunday, 09 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 39-day, 5-hour, 57-minute period from Tuesday, 30 April 2019 at 16:42 UTC to Saturday, 08 June 2019 at 22:40 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 : 4039
Unique Edges : 6847
Edges With Duplicates : 4508
Total Edges : 11355
Number of Edge Types : 3
Tweet : 454
Replies to : 1102
Mentions : 9799
Self-Loops : 454
Reciprocated Vertex Pair Ratio : 0.0449959094627761
Reciprocated Edge Ratio : 0.0861169102296451
Connected Components : 293
Single-Vertex Connected Components : 194
Maximum Vertices in a Connected Component : 3485
Maximum Edges in a Connected Component : 10750
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.092907
Graph Density : 0.000469910693668873
Modularity : 0.473568
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:
[478] rubinreport,datasociety [244] datasociety,timcast [244] timcast,joerogan [196] white,supremacist [185] iâ,m [177] m,white [177] re,people [177] ve,slandered [177] slandered,made [177] made,up Top Word Pairs in Tweet in G2:
[486] 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 G3:
[84] racial,literacy [60] d,s [53] datasociety,new [46] datasociety,support [45] work,thank [45] researchers,datasociety [44] literacy,tech [44] slowly,finding [44] finding,voice [44] voice,scary Top Word Pairs in Tweet in G4:
[92] disinformation,action [90] research,analyst [88] senior,research [87] action,lab [84] datasociety,now [83] lab,datasociety [82] now,hiring [82] hiring,1 [82] 1,senior [81] zephoria,disinformation Top Word Pairs in Tweet in G5:
[32] agnotology,epistemological [32] epistemological,fragmentation [23] data,society [17] society,points [15] fragmentation,data [11] disinformation,action [11] action,lab [10] ignorance,strategically [10] strategically,manufactured [10] now,hiring Top Word Pairs in Tweet in G6:
[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 G7:
[10] researchers,sharing [10] sharing,want [10] want,hard [10] hard,need [10] need,need [10] need,take [10] take,precautions [9] â,œalgorithmic [9] natematias,researchers [9] precautions,thi Top Word Pairs in Tweet in G8:
[9] beccalew,datasociety [8] love,feedback [8] feedback,beccalew [8] datasociety,oneunderscore__ [8] oneunderscore__,goangelo [8] goangelo,analysis [8] analysis,proposal [7] gaywonk,youtube [7] soychicka,love [6] youtube,datasociety Top Word Pairs in Tweet in G9:
[56] reporter,need [56] need,resource [56] resource,write [56] write,extremism [56] extremism,responsibly [56] responsibly,here [56] here,go [55] janelytv,reporter [2] antifashgordon,ben [2] ben,shapiro 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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