The graph represents a network of 4,216 Twitter users whose recent tweets contained "sociology OR sociologist", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 8/1/2023 12:00:00 AM and 8/23/2023 7:35:30 AM. The network was obtained from Twitter on Wednesday, 23 August 2023 at 15:52 UTC.
The tweets in the network were tweeted over the 2818-day, 19-hour, 38-minute period from Friday, 04 December 2015 at 18:56 UTC to Wednesday, 23 August 2023 at 14:35 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4216
Unique Edges : 4401
Edges With Duplicates : 2234
Total Edges : 6635
Number of Edge Types : 9
Replies to : 1445
MentionsInReplyTo : 1729
Retweet : 1406
MentionsInRetweet : 430
Mentions : 439
Tweet : 903
Quote : 201
MentionsInQuote : 81
MentionsInQuoteReply : 1
Self-Loops : 1219
Reciprocated Vertex Pair Ratio : 0.0341735336888027
Reciprocated Edge Ratio : 0.066088586829154
Connected Components : 951
Single-Vertex Connected Components : 358
Maximum Vertices in a Connected Component : 647
Maximum Edges in a Connected Component : 1232
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.419814
Graph Density : 0.000240117858646156
Modularity : 0.663721
NodeXL Version : 1.0.1.520
Data Import : The graph represents a network of 4,216 Twitter users whose recent tweets contained "sociology OR sociologist", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 8/1/2023 12:00:00 AM and 8/23/2023 7:35:30 AM. The network was obtained from Twitter on Wednesday, 23 August 2023 at 15:52 UTC.
The tweets in the network were tweeted over the 2818-day, 19-hour, 38-minute period from Friday, 04 December 2015 at 18:56 UTC to Wednesday, 23 August 2023 at 14:35 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : sociology OR sociologist
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[120] essay,due [112] assistant,professor [111] media,sociology [111] sociology,politics [108] invaluable,students [108] cinema,history [108] students,film [108] megastar,invaluable [108] film,media [108] politics,indian Top Word Pairs in Tweet in G1:
[120] essay,due [103] anatomy,accounting [86] mathematics,sociology [86] due,mathematics [84] physics,anatomy [82] research,paper [78] accounting,algebra [77] sociology,physics [76] hmu,research [70] statistics,pay Top Word Pairs in Tweet in G2:
[31] assistant,professor [30] professor,sociology [28] looking,hire [28] sociologyatpenn,hiring [28] hire,assistant [28] hiring,looking [28] sociology,sexuality [27] sociologyatpenn,sociologyatpenn [27] sexuality,posi [12] sociology,award Top Word Pairs in Tweet in G3:
[41] sociologist__ht,militerenstitu [32] sociologist__ht,umitozdag [31] sociologist__ht,yilmaz_ozdill [18] sociologist__ht,ajans_muhbir [16] sociologist__ht,solcugazete [14] sociologist__ht,darkwebhaber [8] bu,kadar [8] inanchim,militerenstitu [7] sociologist__ht,inanchim [6] ermeni,rum Top Word Pairs in Tweet in G4:
[6] stevenson,high [6] high,school [3] picture,recently [3] share,picture [3] took,people [3] qt,quote [3] trust,leadership [3] quote,whatever [3] recently,took [3] dogloverofpi,drproudman Top Word Pairs in Tweet in G5:
[108] students,film [108] sociology,politics [108] politics,indian [108] media,sociology [108] invaluable,students [108] megastar,invaluable [108] film,media [108] indian,cinema [108] cinema,history [108] history,oxford Top Word Pairs in Tweet in G6:
[71] assistant,professor [37] join,uoft_sociology [36] sociological,study [36] track,position [36] uoft_sociology,assistant [36] professor,tenure [36] focusing,sociological [36] position,focusing [36] study,science [36] tenure,track Top Word Pairs in Tweet in G7:
[11] 2023,application [11] idea,sociology [11] sociology,special [11] application,details [11] issue,submit [11] riveting,idea [11] october,2023 [11] proposal,october [11] special,issue [11] submit,proposal Top Word Pairs in Tweet in G8:
[39] backgrounds,sociology [39] students,backgrounds [39] phd,looking [39] come,phd [39] education,anthropology [39] sociology,education [39] looking,two [39] two,students [38] davidfarrugiaau,come [9] editorial,team Top Word Pairs in Tweet in G9:
[4] galley,slaves [2] movies,ben [2] debate,longer [2] start,work [2] biggest,disappointments [2] word,those [2] modern,myths [2] pub,behavioral [2] cjferguson1111,mattgrossmann [2] proper,debate Top Word Pairs in Tweet in G10:
[8] cassandracmplex,faeathenaagatha [8] thegoldenmask5,nationsilico [8] gregorywhitta13,westand2gether_ [8] cyberghostdrake,olarsenb [8] its_ermintrude,thatsablackbird [8] hereticalturf,kimberfan76 [8] olarsenb,parsleymael [8] redfollowsred,hellmark [8] kimberfan76,cyberghostdrake [8] realwillpiper,_the1977 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: