The graph represents a network of 4,087 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, 25 August 2019 at 19:09 UTC.
The requested start date was Sunday, 25 August 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 81-day, 3-hour, 32-minute period from Tuesday, 04 June 2019 at 18:08 UTC to Saturday, 24 August 2019 at 21:40 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 : 4087
Unique Edges : 8150
Edges With Duplicates : 4557
Total Edges : 12707
Number of Edge Types : 3
Mentions : 11405
Tweet : 481
Replies to : 821
Self-Loops : 481
Reciprocated Vertex Pair Ratio : 0.0447112635791881
Reciprocated Edge Ratio : 0.0855954465849387
Connected Components : 254
Single-Vertex Connected Components : 157
Maximum Vertices in a Connected Component : 3550
Maximum Edges in a Connected Component : 12148
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.05492
Graph Density : 0.000547082837659276
Modularity : 0.488668
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[320] d,s [320] ì,ì [195] data,society [169] research,alicetiara [168] people,talking [168] talking,gamergate [168] gamergate,again [168] again,thought [168] thought,link [168] link,research Top Word Pairs in Tweet in G1:
[178] d,s [110] disinformation,action [109] heart,rate [108] rate,trackers [80] action,lab [75] math_rachel,datasociety [74] senior,research [62] research,analyst [62] check,out [60] datasociety,inaccuracy Top Word Pairs in Tweet in G2:
[104] d,s [53] farbandish,histoftech [53] histoftech,poptechworks [53] poptechworks,datasociety [53] datasociety,safiyanoble [53] safiyanoble,hypervisible [52] racial,literacy [43] data,society [42] literacy,tech [37] s,fellow Top Word Pairs in Tweet in G3:
[158] research,alicetiara [157] people,talking [157] talking,gamergate [157] gamergate,again [157] again,thought [157] thought,link [157] link,research [157] alicetiara,published [156] beccalew,people [156] published,2017 Top Word Pairs in Tweet in G4:
[21] data,society [10] society,points [7] media,manipulation [6] agnotology,epistemological [6] epistemological,fragmentation [6] media,literacy [5] alternative,influence [5] social,media [5] human,rights [4] danah,boyd Top Word Pairs in Tweet in G5:
[5] visiting,ieeesa [5] ieeesa,put [5] put,real [5] real,flesh [5] flesh,bone [5] bone,p7005 [5] p7005,transparent [5] transparent,employer [5] employer,governance [5] governance,employee Top Word Pairs in Tweet in G6:
[12] please,read [11] tips,covering [11] covering,white [11] white,supremacists [11] supremacists,#4 [11] #4,use [11] use,terms [11] terms,describe [11] describe,themselves [11] themselves,alt Top Word Pairs in Tweet in G7:
[28] datasociety,research [27] zephoria,ecstatic [27] ecstatic,announce [27] announce,knightfdn [27] knightfdn,supporting [27] supporting,datasociety [27] research,team [27] team,various [27] various,projects [27] projects,focused Top Word Pairs in Tweet in G8:
[37] earlier,year [37] year,conducted [37] conducted,interviews [37] interviews,50 [37] 50,journalists [37] journalists,experts [37] experts,within [37] within,around [37] around,news [37] news,media Top Word Pairs in Tweet in G9:
[18] co,produced [16] evident,whether [16] whether,#disabled [16] #disabled,folks [16] folks,present [16] present,#design [16] #design,#tech [16] #tech,devices [16] devices,datasociety [16] datasociety,fellow Top Word Pairs in Tweet in G10:
[110] radxchange,nerdsforyang [103] basicincomeorg,baseincomequote [89] nerdsforyang,humanity_fwd [89] humanity_fwd,basicincomeorg [85] incomemarch,scottsantens [85] scottsantens,radxchange [74] baseincomequote,basicincomenyc [73] basicincomenyc,economicsecproj [73] economicsecproj,datasociety [38] reverendbob716,incomemarch 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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