The graph represents a network of 3,557 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, 11 August 2019 at 19:09 UTC.
The requested start date was Sunday, 11 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 70-day, 23-hour, 56-minute period from Saturday, 01 June 2019 at 00:01 UTC to Saturday, 10 August 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 : 3557
Unique Edges : 6956
Edges With Duplicates : 4107
Total Edges : 11063
Number of Edge Types : 3
Mentions : 9882
Replies to : 756
Tweet : 425
Self-Loops : 425
Reciprocated Vertex Pair Ratio : 0.0462666666666667
Reciprocated Edge Ratio : 0.0884414425895247
Connected Components : 221
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 3114
Maximum Edges in a Connected Component : 10632
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.043841
Graph Density : 0.000620380352371613
Modularity : 0.487328
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[320] ì,ì [237] d,s [164] data,society [160] ë,ë [143] disinformation,action [117] heart,rate [116] rate,trackers [106] action,lab [103] s,fellow [95] senior,research Top Word Pairs in Tweet in G1:
[106] heart,rate [105] rate,trackers [104] disinformation,action [99] d,s [76] action,lab [69] math_rachel,datasociety [68] senior,research [58] datasociety,inaccuracy [58] inaccuracy,fitbits [58] fitbits,heart Top Word Pairs in Tweet in G2:
[101] d,s [63] data,society [58] racial,literacy [58] s,fellow [53] farbandish,histoftech [53] histoftech,poptechworks [53] poptechworks,datasociety [53] datasociety,safiyanoble [53] safiyanoble,hypervisible [49] literacy,tech Top Word Pairs in Tweet in G3:
[34] datasociety,research [34] research,team [32] ecstatic,announce [32] announce,knightfdn [32] knightfdn,supporting [32] supporting,datasociety [32] team,various [32] various,projects [32] projects,focused [31] embark,efforts Top Word Pairs in Tweet in G4:
[39] soros,soros [36] beccalew,datasociety [32] willsommer,clairlemon [31] clairlemon,datasociety [26] ve,invited [26] invited,author [26] author,kevinroose [26] kevinroose,show [26] show,well [26] well,datasociety Top Word Pairs in Tweet in G5:
[39] latonero,datasociety [30] piece,latonero [21] mona_sloane,essential [21] essential,piece [21] datasociety,dangers [21] dangers,false [21] false,assumptions [21] assumptions,surrounding [21] surrounding,#surveillance [20] #surveillance,#hu Top Word Pairs in Tweet in G6:
[20] data,society [10] society,points [6] agnotology,epistemological [6] epistemological,fragmentation [6] media,literacy [5] social,media [5] media,manipulation [4] systemic,algorithmic [4] algorithmic,harms [4] â,â Top Word Pairs in Tweet in G7:
[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 G8:
[12] tips,covering [12] covering,white [12] white,supremacists [12] supremacists,#4 [12] #4,use [12] use,terms [12] terms,describe [12] describe,themselves [12] themselves,alt [12] alt,right Top Word Pairs in Tweet in G9:
[17] using,language [17] language,bias [17] bias,end [17] end,up [17] up,overly [17] overly,focusing [17] focusing,individual [17] individual,intents [17] intents,technologists [17] technologists,involved Top Word Pairs in Tweet in G10:
[36] earlier,year [36] year,conducted [36] conducted,interviews [36] interviews,50 [36] 50,journalists [36] journalists,experts [36] experts,within [36] within,around [36] around,news [36] news,media Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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