The graph represents a network of 3,967 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 Tuesday, 05 February 2019 at 00:04 UTC.
The requested start date was Sunday, 03 February 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 79-day, 7-hour, 51-minute period from Thursday, 15 November 2018 at 15:01 UTC to Saturday, 02 February 2019 at 22:52 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 : 3967
Unique Edges : 7319
Edges With Duplicates : 3944
Total Edges : 11263
Number of Edge Types : 3
Mentions : 9886
Replies to : 785
Tweet : 592
Self-Loops : 592
Reciprocated Vertex Pair Ratio : 0.0413350449293967
Reciprocated Edge Ratio : 0.0793885601577909
Connected Components : 294
Single-Vertex Connected Components : 180
Maximum Vertices in a Connected Component : 3368
Maximum Edges in a Connected Component : 10589
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.026069
Graph Density : 0.000515600145985012
Modularity : 0.498221
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[232] jordanbpeterson,datasociety [232] datasociety,nytimes [226] ericrweinstein,jordanbpeterson [192] data,society [166] faculty,fellows [146] scholars,datasociety [145] postdocs,faculty [143] zephoria,scholars [142] datasociety,hiring [138] hiring,mix Top Word Pairs in Tweet in G1:
[86] data,society [57] d,s [56] datasociety,data [48] check,out [46] algorithmic,decision [41] mainstream,media [41] datasociety,today [39] decision,making [37] datasociety,report [37] need,mechanisms Top Word Pairs in Tweet in G2:
[118] faculty,fellows [116] scholars,datasociety [116] postdocs,faculty [114] zephoria,scholars [112] datasociety,hiring [110] hiring,mix [110] mix,researchers [110] researchers,postdocs [110] fellows,range [110] range,topics Top Word Pairs in Tweet in G3:
[66] cariatidaa,m_c_elish [59] ai,context [54] datasociety,new [54] context,cariatidaa [45] ai,technologies [44] automated,ai [44] frontline,workers [44] new,report [43] new,automated [43] technologies,affect Top Word Pairs in Tweet in G4:
[93] flowchart,amelia_acker [93] amelia_acker,verify [93] verify,information [93] information,online [92] single,journalist [92] journalist,print [92] print,out [92] out,flowchart [91] bostonjoan,single [69] social,media Top Word Pairs in Tweet in G5:
[107] beccalew,datasociety [93] extremist,content [91] youtube's,algorithm [91] algorithm,drives [91] drives,people [91] people,extremist [91] content,youtubers [91] youtubers,themselves [91] themselves,exact [90] beccalew,youtube's Top Word Pairs in Tweet in G6:
[232] jordanbpeterson,datasociety [232] datasociety,nytimes [226] ericrweinstein,jordanbpeterson [62] improper,bitcoin [61] 7,hope [61] hope,wrong [61] wrong,s [61] s,correct [61] correct,improper [61] bitcoin,transactions Top Word Pairs in Tweet in G7:
[23] data,society [13] media,manipulation [10] manipulation,strategic [10] strategic,amplification [10] amplification,responsible [10] responsible,journalism [7] oxygen,amplification [5] whitney,phillips [5] artificial,intelligence [5] human,rights Top Word Pairs in Tweet in G8:
[60] free,press [59] periodic,reminder [59] reminder,institutions [59] institutions,bill [59] bill,melinda [59] melinda,gates [59] gates,alfred [59] alfred,p [59] p,sloan [59] sloan,targeting Top Word Pairs in Tweet in G9:
[18] earlier,year [18] year,conducted [18] conducted,interviews [18] interviews,50 [18] 50,journalists [18] journalists,experts [18] experts,within [18] within,around [18] around,news [18] news,media Top Word Pairs in Tweet in G10:
[11] cynthia,conti [11] young,people [11] people,embrace [11] embrace,pioneer [11] pioneer,new [11] new,strategies [11] strategies,communicating [11] communicating,each [11] each,rest [10] work,algorithmic 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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