The graph represents a network of 916 Twitter users whose tweets in the requested range contained "#LTHEchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 29 July 2022 at 06:41 UTC.
The requested start date was Friday, 29 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 116-day, 13-hour, 2-minute period from Saturday, 02 April 2022 at 06:43 UTC to Wednesday, 27 July 2022 at 19:46 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 : 916
Unique Edges : 1504
Edges With Duplicates : 11730
Total Edges : 13234
Number of Edge Types : 5
Tweet : 1195
Retweet : 2041
MentionsInRetweet : 3935
Mentions : 3561
Replies to : 2502
Self-Loops : 1220
Reciprocated Vertex Pair Ratio : 0.163031819806936
Reciprocated Edge Ratio : 0.280356593913311
Connected Components : 33
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 864
Maximum Edges in a Connected Component : 13090
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.094491
Graph Density : 0.00388121316247882
Modularity : 0.117161
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 916 Twitter users whose tweets in the requested range contained "#LTHEchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 29 July 2022 at 06:41 UTC.
The requested start date was Friday, 29 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 116-day, 13-hour, 2-minute period from Saturday, 02 April 2022 at 06:43 UTC to Wednesday, 27 July 2022 at 19:46 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #LTHEchat
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:
[486] #lthechat,#advancehe_chat [325] #lthechat,#creativehe [235] lthechat,attardojoe [226] attardojoe,egillaspy [216] egillaspy,danceswithcloud [208] #advancehe_chat,#lthechat [201] lthechat,a2 [199] lthechat,#lthechat [175] lthechat,a3 [164] lthechat,a1 Top Word Pairs in Tweet in G1:
[260] #lthechat,#advancehe_chat [223] #lthechat,#creativehe [180] lthechat,attardojoe [155] attardojoe,egillaspy [148] egillaspy,danceswithcloud [129] #advancehe_chat,#lthechat [124] lthechat,a2 [115] lthechat,a3 [106] lthechat,a4 [102] lthechat,a5 Top Word Pairs in Tweet in G2:
[32] digital,education [24] #lthechat,#creativehe [18] christo_hst,#hiring [18] #hiring,15 [18] 15,roles [18] roles,digital [18] education,enhancement [18] enhancement,team [18] team,led [18] led,fantastic Top Word Pairs in Tweet in G3:
[37] #lthechat,#advancehe_chat [36] lthechat,#lthechat [29] 8pm,bst [23] higher,education [23] top,hashtags [19] looking,forward [18] whose,higher [18] education,anyway [18] hashtags,#lthechat [17] june,8pm Top Word Pairs in Tweet in G4:
[43] higher,education [41] research,development [35] education,research [29] 41,25 [29] 25,articles [23] herdjournal,higher [22] development,41 [13] survey,klaxon [13] klaxon,study [13] study,considers Top Word Pairs in Tweet in G5:
[44] #lthechat,response [31] join,#lthechat [27] lthechat,a2 [25] 8pm,bst [23] a3,#lthechat [23] pm,bst [23] bst,today [23] today,review [23] sharonlflynn,ongollyf [22] a2,#lthechat Top Word Pairs in Tweet in G6:
[99] #academictwitter,#academicchatter [75] #lthechat,#academictwitter [75] #edchat,#edchatie [58] #edtwitter,#aussieed [57] #academicchatter,#edchat [39] #aussieed,#highered [35] #edchatie,#edtwitter [30] #edchatie,#edchat [30] #lthechat,#advancehe_chat [26] #academicchatter,#academictwitter Top Word Pairs in Tweet in G7:
[30] #lthechat,#advancehe_chat [24] 8pm,bst [21] a6,#lthechat [19] #lthechat,#creativehe [19] lthechat,attardojoe [18] attardojoe,egillaspy [18] a1,#lthechat [17] egillaspy,danceswithcloud [17] a4,#lthechat [17] a5,#lthechat Top Word Pairs in Tweet in G8:
[14] distance,education [14] education,journal [14] journal,special [13] #lthechat,#highered [12] special,issue [11] higher,education [10] #highered,#lthechat [10] teachinginhe,please [8] elements,learning [7] 2023,distance Top Word Pairs in Tweet in G9:
[80] #lthechat,#advancehe_chat [35] #advancehe_chat,#lthechat [27] 20,00 [18] advancehe_chat,lthechat [18] join,#lthechat [17] lthechat,#lthechat [16] 00,bst [14] bb_bassa,writes [13] staff,wellbeing [11] higher,education Top Word Pairs in Tweet in G10:
[41] #lthechat,#advancehe_chat [31] #lthechat,#creativehe [22] lthechat,attardojoe [18] egillaspy,danceswithcloud [17] attardojoe,egillaspy [9] lthechat,#lthechat [9] lthechat,a3 [9] #advancehe_chat,#lthechat [8] lthechat,a1 [7] lthechat,a2 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 G5:
Top Replied-To in G6:
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: