The graph represents a network of 972 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, 01 July 2022 at 06:42 UTC.
The requested start date was Friday, 01 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 105-day, 15-hour, 57-minute period from Wednesday, 16 March 2022 at 20:07 UTC to Thursday, 30 June 2022 at 12:05 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 : 972
Unique Edges : 1689
Edges With Duplicates : 15476
Total Edges : 17165
Number of Edge Types : 5
Retweet : 2388
MentionsInRetweet : 4803
Mentions : 5309
Replies to : 3263
Tweet : 1402
Self-Loops : 1428
Reciprocated Vertex Pair Ratio : 0.169777242624925
Reciprocated Edge Ratio : 0.290272774060731
Connected Components : 33
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 927
Maximum Edges in a Connected Component : 17030
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.066849
Graph Density : 0.00411734540353375
Modularity : 0.116938
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 972 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, 01 July 2022 at 06:42 UTC.
The requested start date was Friday, 01 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 105-day, 15-hour, 57-minute period from Wednesday, 16 March 2022 at 20:07 UTC to Thursday, 30 June 2022 at 12:05 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:
[633] #lthechat,#advancehe_chat [345] #advancehe_chat,#lthechat [342] maireadgreene2,iainmacl [329] iainmacl,michelletooher [325] #lthechat,#creativehe [299] lthechat,maireadgreene2 [235] lthechat,attardojoe [226] attardojoe,egillaspy [216] egillaspy,danceswithcloud [208] lthechat,#lthechat Top Word Pairs in Tweet in G1:
[412] #lthechat,#advancehe_chat [292] maireadgreene2,iainmacl [289] iainmacl,michelletooher [282] lthechat,maireadgreene2 [256] #advancehe_chat,#lthechat [251] #lthechat,#creativehe [202] lthechat,attardojoe [171] attardojoe,egillaspy [166] egillaspy,danceswithcloud [150] lthechat,_pxavier Top Word Pairs in Tweet in G2:
[118] #academictwitter,#academicchatter [97] #lthechat,#advancehe_chat [95] #lthechat,#academictwitter [84] 8pm,bst [83] lthechat,#lthechat [68] #edchat,#edchatie [65] #edtwitter,#aussieed [56] #academicchatter,#edchat [53] a1,#lthechat [50] higher,education Top Word Pairs in Tweet in G3:
[46] #lthechat,response [25] a2,#lthechat [23] a1,#lthechat [22] a3,#lthechat [21] lthechat,a2 [21] 8pm,bst [21] #lthechat,#creativehe [20] lthechat,#lthechat [19] attardojoe,egillaspy [17] a5,#lthechat Top Word Pairs in Tweet in G4:
[110] #lthechat,#advancehe_chat [33] #advancehe_chat,#lthechat [20] 20,00 [18] advancehe_chat,lthechat [17] bb_bassa,writes [16] lthechat,#lthechat [14] empty,cup [14] cup,' [14] #advancehe_chat,bb_bassa [14] writes,poor Top Word Pairs in Tweet in G5:
[15] #lthechat,#academictwitter [13] #highered,#lthechat [9] #ff,#highered [8] edchateu,#lthechat [8] bunch,fantastic [8] fantastic,people [8] people,know [8] know,collaborate [8] collaborate,#ff [8] #diversity,important Top Word Pairs in Tweet in G6:
[15] survey,klaxon [15] klaxon,study [15] study,considers [15] considers,'open [15] 'open,education' [15] education',wide [15] wide,sense [15] sense,'policy' [15] 'policy',well [14] leohavemann,survey Top Word Pairs in Tweet in G7:
[13] #lthechat,#highered [12] distance,education [12] education,journal [12] journal,special [10] #highered,#lthechat [7] elements,learning [6] submit,manuscript [6] manuscript,distance [6] special,issue [6] issue,addressing Top Word Pairs in Tweet in G8:
[39] research,development [36] higher,education [33] education,research [27] 41,25 [27] 25,articles [25] herdjournal,higher [19] development,41 [14] development,bumper [14] bumper,edition [14] edition,biggest Top Word Pairs in Tweet in G9:
[80] hire,personal [80] personal,assignment [80] assignment,helper [80] helper,today [80] #lthechat,#hbddearthalapathyvijay [74] today,homework [74] homework,solutions [74] solutions,24 [72] #obiwan,#btsitsokaytorest [72] #btsitsokaytorest,#shakesquad Top Word Pairs in Tweet in G10:
[19] digital,education [17] christo_hst,#hiring [17] #hiring,15 [17] 15,roles [17] roles,digital [17] education,enhancement [17] enhancement,team [17] team,led [17] led,fantastic [17] fantastic,philvincent 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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Top Tweeters in G10: