The graph represents a network of 1,727 Twitter users whose tweets in the requested range contained "scichat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 17 December 2022 at 01:35 UTC.
The requested start date was Saturday, 17 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 106-day, 15-hour, 41-minute period from Thursday, 01 September 2022 at 00:14 UTC to Friday, 16 December 2022 at 15:55 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 : 1727
Unique Edges : 1201
Edges With Duplicates : 10168
Total Edges : 11369
Number of Edge Types : 5
Mentions : 934
MentionsInRetweet : 4740
Retweet : 4364
Tweet : 1306
Replies to : 25
Self-Loops : 1942
Reciprocated Vertex Pair Ratio : 0.0334335086401202
Reciprocated Edge Ratio : 0.0647037440930571
Connected Components : 89
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 1523
Maximum Edges in a Connected Component : 11024
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.435603
Graph Density : 0.000922905983020677
Modularity : 0.202127
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,727 Twitter users whose tweets in the requested range contained "scichat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 17 December 2022 at 01:35 UTC.
The requested start date was Saturday, 17 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 106-day, 15-hour, 41-minute period from Thursday, 01 September 2022 at 00:14 UTC to Friday, 16 December 2022 at 15:55 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 : scichat
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:
[350] #scichat,#scicomm [271] #stem,#scichat [212] #d123,#edchat [209] #edchat,#edtech [191] praxis,science [187] science,outreach [186] #edtech,#cpchat [182] #sschat,#scichat [175] 'science,smarts' [174] audio,show Top Word Pairs in Tweet in G1:
[243] #stem,#scichat [159] praxis,science [156] science,outreach [147] 'science,smarts' [146] smarts',column [142] latest,praxis [142] outreach,'science [141] medicine,news [136] #science,#scichat [128] column,medicine Top Word Pairs in Tweet in G2:
[264] #scichat,#scicomm [39] years,ago [33] friend,darwin [32] ncse's,friend [32] recipient,ncse's [31] #scicomm,#scichat [31] praxis,science [30] science,outreach [28] smarts',column [28] board,directors Top Word Pairs in Tweet in G3:
[172] science,pawdcast [172] audio,show [150] show,science [150] tweet,love [150] pawdcast,podcast [150] sites,main [150] love,audio [150] podcast,sites [150] love,tweet [86] bunsenbernerbmd,love Top Word Pairs in Tweet in G4:
[83] rock,#scichat [83] #science,lessons [83] right,#science [83] sure,doing [83] #scichat,#pbl [83] doing,right [83] lessons,rock [83] #pbl,#teaching [82] tcea,sure [52] tables,elements Top Word Pairs in Tweet in G5:
[195] #d123,#edchat [186] #edchat,#edtech [173] #edtech,#cpchat [158] #cpchat,#elemchat [146] #elemchat,#mschat [140] #hschat,#ntchat [140] #mschat,#hschat [137] #apchat,#suptchat [137] #ntchat,#pblchat [137] #suptchat,#libchat Top Word Pairs in Tweet in G6:
[66] newspaper,clipping [40] winter,activities [40] activities,build [40] tree,winter [40] build,snowman [40] decorate,tree [40] googley,winter [40] winter,poetry [39] poetry,greeting [39] ericcurts,googley Top Word Pairs in Tweet in G7:
[20] #edleadership,#edtech [20] #learning,#edleadership [12] greatest,desire [12] essay,due [12] #edchat,#learning [12] #edtech,#edchat [12] paper,pay [12] excellence,greatest [11] due,paper [11] desire,essay Top Word Pairs in Tweet in G8:
[18] #scichat,#cancer [15] scichat,saturday [15] #health,#wellness [11] #scichat,#epigenetics [10] #scichat,#archaeology [9] #scichat,#evolution [7] #scichat,#genomics [7] #scichat,#covid19 [7] covid,19 [7] #scichat,#microbiome Top Word Pairs in Tweet in G9:
[21] stanys,conference [13] nov,7th [11] #scichat,#scied [11] 127th,stanys [10] #stanys22,#scichat [10] oct,3rd [10] book,hotel [10] hotel,oct [10] downtown,159 [10] conference,nov Top Word Pairs in Tweet in G10:
[17] #sschat,#scichat [11] #scichat,#engchat [11] #engchat,#educoach [11] #educoach,larryferlazzo [11] content,multilinguals [11] multilinguals,#mschat [11] #mschat,#sschat [11] academic,content [11] larryferlazzo,language [11] teach,academic 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 G9:
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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: