The graph represents a network of 3,090 Twitter users whose recent tweets contained "iSchools", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 04:16 UTC.
The tweets in the network were tweeted over the 1801-day, 15-hour, 7-minute period from Monday, 22 January 2018 at 09:53 UTC to Thursday, 29 December 2022 at 01:00 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 : 3090
Unique Edges : 3460
Edges With Duplicates : 9504
Total Edges : 12964
Number of Edge Types : 9
Quote : 236
MentionsInQuote : 449
Retweet : 2857
MentionsInRetweet : 4694
Mentions : 2056
Tweet : 928
Replies to : 526
MentionsInReplyTo : 1216
MentionsInQuoteReply : 2
Self-Loops : 1392
Reciprocated Vertex Pair Ratio : 0.0868664028641417
Reciprocated Edge Ratio : 0.159847434119279
Connected Components : 375
Single-Vertex Connected Components : 237
Maximum Vertices in a Connected Component : 2410
Maximum Edges in a Connected Component : 11873
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.767513
Graph Density : 0.000604294809539225
Modularity : 0.326813
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,090 Twitter users whose recent tweets contained "iSchools", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 04:16 UTC.
The tweets in the network were tweeted over the 1801-day, 15-hour, 7-minute period from Monday, 22 January 2018 at 09:53 UTC to Thursday, 29 December 2022 at 01:00 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 : TwitterSearch2
Graph Term : iSchools
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:
[252] gt,gt [206] information,science [178] jin,lee [168] streaming,services [166] lee,elegantlogic [135] music,radio [135] power,structure [135] gatekeepers,music [135] traditional,gatekeepers [135] disrupted,changed Top Word Pairs in Tweet in G1:
[56] information,science [40] data,science [35] asist_org,ischools [34] iconference,2019 [30] short,papers [30] chemoinformatics,data [30] expertise,chemoinformatics [30] lecturer,expertise [30] call,proposals [29] virtual,event Top Word Pairs in Tweet in G2:
[50] digital,humanities [40] information,science [31] learn,more [25] library,information [25] iconference,2019 [21] see,more [20] ischools,organization [20] research,papers [20] cooooooooool,cooooooooool [20] virtual,event Top Word Pairs in Tweet in G3:
[44] research,papers [42] ischools,iconf [36] information,science [36] iconf,#iconf20 [35] iconference,2021 [35] more,details [27] virtual,conference [25] full,short [24] iconference,2019 [23] short,research Top Word Pairs in Tweet in G4:
[250] gt,gt [125] gt,lt [125] lt,출처 [125] 출처,gt [16] 대출,gt [9] isanti,schools [9] cambridge,isanti [6] 카드,대출 [5] data,science [5] 전세,자금 Top Word Pairs in Tweet in G5:
[172] jin,lee [166] streaming,services [164] lee,elegantlogic [103] uw_ischool,ischool's [94] believes,streaming [94] fans,aka [94] aka,#army [94] elegantlogic,believes [94] ischool's,jin [94] serve,#bts Top Word Pairs in Tweet in G6:
[129] radio,djs [129] traditional,gatekeepers [129] power,structure [129] structure,disrupted [129] music,radio [129] gatekeepers,music [129] disrupted,changed [129] djs,more [129] more,recently [129] changed,traditional Top Word Pairs in Tweet in G7:
[14] computer,scientists [14] pivot,ischools [14] schools,pivot [14] ischools,hire [14] waves,computer [14] hire,waves [13] scientists,scholarly [11] thank,kalevleetaru [11] information,science [11] lis,schools Top Word Pairs in Tweet in G8:
[20] folks,ischools [18] ameliangibson,folks [13] mlis,programs [11] library,information [11] ischools,many [10] ischools,know [10] man,enough [10] especially,folks [10] programs,came [10] ischools,mls Top Word Pairs in Tweet in G9:
[14] bar,ilan [14] colleague,friend [14] judit,bar [13] hear,passing [13] mentor,many [13] passing,professor [13] esteemed,colleague [13] deeply,saddened [13] friend,mentor [13] ilan,esteemed Top Word Pairs in Tweet in G10:
[21] librarians,please [21] #hbcu,librarians [21] recruiting,students [21] please,respond [21] respond,survey [16] #aca2020,bipoc [16] walk,walk [16] institutions,slide [16] cultural,institutions [16] slide,#aca2020 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 G5:
Top Replied-To in G7:
Top Replied-To in G8:
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: