The graph represents a network of 3,921 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 Monday, 25 February 2019 at 00:13 UTC.
The requested start date was Sunday, 24 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 84-day, 22-hour, 56-minute period from Saturday, 01 December 2018 at 00:06 UTC to Saturday, 23 February 2019 at 23:02 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 : 3921
Unique Edges : 7186
Edges With Duplicates : 3981
Total Edges : 11167
Number of Edge Types : 3
Mentions : 9794
Replies to : 794
Tweet : 579
Self-Loops : 579
Reciprocated Vertex Pair Ratio : 0.0399377593360996
Reciprocated Edge Ratio : 0.0768079800498753
Connected Components : 285
Single-Vertex Connected Components : 177
Maximum Vertices in a Connected Component : 3392
Maximum Edges in a Connected Component : 10603
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.067776
Graph Density : 0.000521784842475628
Modularity : 0.49629
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[265] data,society [232] jordanbpeterson,datasociety [232] datasociety,nytimes [226] ericrweinstein,jordanbpeterson [123] datasociety,today [110] beccalew,datasociety [109] flowchart,amelia_acker [109] amelia_acker,verify [109] verify,information [109] information,online Top Word Pairs in Tweet in G1:
[77] data,society [55] datasociety,data [54] datasociety,today [53] d,s [52] decision,making [49] ai,ground [48] ground,initiative [45] algorithmic,decision [42] check,out [42] today,datasociety Top Word Pairs in Tweet in G2:
[95] flowchart,amelia_acker [95] amelia_acker,verify [95] verify,information [95] information,online [94] single,journalist [94] journalist,print [94] print,out [94] out,flowchart [93] bostonjoan,single [75] cariatidaa,m_c_elish Top Word Pairs in Tweet in G3:
[81] bill,data [81] data,rights [80] data,ownership [80] ownership,fix [80] fix,existing [80] existing,problems [80] problems,creates [80] creates,new [80] new,ones [80] ones,article Top Word Pairs in Tweet in G4:
[230] jordanbpeterson,datasociety [230] datasociety,nytimes [224] 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 G5:
[106] beccalew,datasociety [92] extremist,content [90] youtube's,algorithm [90] algorithm,drives [90] drives,people [90] people,extremist [90] content,youtubers [90] youtubers,themselves [90] themselves,exact [89] beccalew,youtube's Top Word Pairs in Tweet in G6:
[22] data,society [7] media,manipulation [5] fake,news [5] media,literacy [5] surveillance,capitalism [5] ai,context [4] human,rights [4] manipulation,strategic [4] strategic,amplification [4] amplification,responsible Top Word Pairs in Tweet in G7:
[18] wphillips49,datasociety [17] sobre,está [17] está,contando [17] contando,kanciller [17] kanciller,ahora [17] ahora,mismo [17] mismo,ontopicxl [17] ontopicxl,informe [17] informe,wphillips49 [16] eduardosuarez,sobre Top Word Pairs in Tweet in G8:
[19] don,t [10] many,others [10] ad,tech [9] reminder,unlike [9] unlike,many [9] others,space [9] space,ad [9] tech,tools [9] tools,don [9] t,track Top Word Pairs in Tweet in G9:
[10] blackhistorymonth,today [10] today,honor [10] honor,dr [10] dr,jasminemcnealy [10] jasminemcnealy,dr [10] dr,mcnealy [10] mcnealy,currently [10] currently,fellow [10] fellow,bkcharvard [9] drdesmondpatton,blackhistorymonth Top Word Pairs in Tweet in G10:
[16] influence,crucial [16] crucial,phenomenon [16] phenomenon,online [16] online,means [16] means,having [16] having,powerful [16] powerful,voice [16] voice,using [16] using,voice [16] voice,impact 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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