The graph represents a network of 19,401 Twitter users whose recent tweets contained "Sociology", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 08 August 2019 at 21:57 UTC.
The tweets in the network were tweeted over the 9-day, 4-hour, 19-minute period from Tuesday, 30 July 2019 at 16:27 UTC to Thursday, 08 August 2019 at 20:46 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 : 19401
Unique Edges : 24115
Edges With Duplicates : 6089
Total Edges : 30204
Self-Loops : 5436
Reciprocated Vertex Pair Ratio : 0.0301032240462007
Reciprocated Edge Ratio : 0.0584470048117247
Connected Components : 4586
Single-Vertex Connected Components : 2079
Maximum Vertices in a Connected Component : 6592
Maximum Edges in a Connected Component : 13525
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.28964
Graph Density : 6.01866095753381E-05
Modularity : 0.749187
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[737] sociology,class [465] history,sociology [444] psychology,sociology [409] take,sociology [352] michael,biggs [327] doesn,t [323] pay,homework [320] religious,studies [318] social,science [308] trans,people Top Word Pairs in Tweet in G1:
[266] #transport_ideas,#share_knowledge [266] #enable_skills,#empower_people [266] #empower_people,#enrich_lives [214] #share_knowledge,#enable_skills [204] #aafaque_ehsens_ideamines_sites,#ideamines_aajf [179] sites,#transport_ideas [173] #philosophy,#sociology [168] gmail,com [156] pay,someone [149] #sociology,#history Top Word Pairs in Tweet in G2:
[262] tenure,track [195] assistant,professor [160] black,sociology [135] sociology,hiring [132] cardi,b [132] race,ethnicity [130] prof,level [119] feel,free [115] department,sociology [112] search,committee Top Word Pairs in Tweet in G3:
[72] level,sociology [47] check,out [47] sociology,teachers [45] up,date [44] book,review [39] sociology,shake [39] shake,reputation [39] reputation,'soft' [39] 'soft',subject [39] subject,uk's Top Word Pairs in Tweet in G4:
[323] michael,biggs [303] fake,name [302] under,fake [301] trans,people [295] name,twitter [294] article,quoted [294] quoted,authored [294] authored,michael [294] biggs,professor [294] professor,literally Top Word Pairs in Tweet in G5:
[105] patrickc,tylercowen [102] books,former [101] great,questions [101] questions,lucky [101] lucky,hundred [101] hundred,books [101] former,good [101] good,number [101] number,latter [101] latter,first Top Word Pairs in Tweet in G6:
[16] proud,parents [12] psychology,sociology [10] paso,shooter [10] history,sociology [10] take,sociology [8] mindyrosier,doptomist [8] doptomist,team_mitch [8] team_mitch,aoc [8] aoc,senatemajldr [8] senatemajldr,proud Top Word Pairs in Tweet in G7:
[186] hate,socially [186] socially,constructed [186] constructed,variable [186] variable,feed [186] feed,children [186] children,through [186] through,socialization [186] socialization,#sociology [118] profound,illustration [118] illustration,think Top Word Pairs in Tweet in G8:
[265] hate,pull [265] pull,yourselves [265] yourselves,up [265] up,bootstraps [265] bootstraps,ass [265] ass,negro [265] negro,doesn [265] doesn,t [265] t,exist [265] exist,take Top Word Pairs in Tweet in G9:
[276] sociology,books [274] agree,caste [274] caste,india [274] india,western [274] western,construct [274] construct,india [274] india,jaatis [274] jaatis,ज [274] ज,त [274] त,normative Top Word Pairs in Tweet in G10:
[225] reminded,toni [225] toni,morrison [225] morrison,s [225] s,quote [225] quote,black [225] black,literature [225] literature,taught [225] taught,sociology [225] sociology,tolerance [225] tolerance,serious 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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