The graph represents a network of 1,841 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 Sunday, 20 December 2020 at 00:44 UTC.
The requested start date was Saturday, 19 December 2020 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 79-day, 0-hour, 58-minute period from Thursday, 01 October 2020 at 00:02 UTC to Saturday, 19 December 2020 at 01:00 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 : 1841
Unique Edges : 1213
Edges With Duplicates : 6777
Total Edges : 7990
Number of Edge Types : 5
Tweet : 1231
MentionsInRetweet : 3185
Mentions : 981
Retweet : 2572
Replies to : 21
Self-Loops : 1454
Reciprocated Vertex Pair Ratio : 0.0439244663382594
Reciprocated Edge Ratio : 0.0841525756979945
Connected Components : 197
Single-Vertex Connected Components : 86
Maximum Vertices in a Connected Component : 1319
Maximum Edges in a Connected Component : 7137
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.975099
Graph Density : 0.000750714403797558
Modularity : 0.283081
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,841 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 Sunday, 20 December 2020 at 00:44 UTC.
The requested start date was Saturday, 19 December 2020 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 79-day, 0-hour, 58-minute period from Thursday, 01 October 2020 at 00:02 UTC to Saturday, 19 December 2020 at 01:00 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:
[403] #scichat,#scicomm [200] climate,change [172] praxis,'science [172] 'science,smarts' [172] smarts',column [172] #science,#scichat [158] covid,19 [157] #climatechange,#scichat [126] #scichat,#stem [105] nasa,#scichat Top Word Pairs in Tweet in G1:
[339] #scichat,#scicomm [147] climate,change [130] #climatechange,#scichat [59] mark,calendar [45] ncse,mark [40] calendar,register [33] 00,eastern [31] michaelemann,#climatechange [29] #covid,19 [28] #evolution,#scichat Top Word Pairs in Tweet in G2:
[164] praxis,'science [164] 'science,smarts' [164] smarts',column [122] #science,#scichat [108] covid,19 [82] #scichat,#stem [80] column,medicinehatnews [79] praxismedhat,praxis [76] column,#medhat [68] #medhat,news Top Word Pairs in Tweet in G3:
[66] #mathchat,#scichat [50] #sschat,#mathchat [41] #class,#lrnchat [41] #lrnchat,#education [41] #education,#mathchat [39] #scichat,#mathchat [38] #engchat,#sschat [37] #ukedchat,#edtech [37] #edtech,#class [35] #sschat,#scichat Top Word Pairs in Tweet in G4:
[105] nasa,#scichat [85] #scichat,#aerospace [79] #aerospace,#stem [73] #stem,#science [71] #science,#space [28] #scichat,#space [27] #space,#photo [24] #photo,#nasa [24] space,station [24] doemiso,nasa Top Word Pairs in Tweet in G5:
[10] #educhat,#ukedchat [9] #ukedchat,#teachers [7] #education,#students [6] #edutwitter,#educhat [6] #teachers,#teacherworkload [6] #teacherworkload,#teacherwellbeing [6] #students,#school [6] #school,#teacher [6] #schoolcuts,#nqtchat [6] #nqtchat,#ntchat Top Word Pairs in Tweet in G6:
[26] #scichat,#sponsored [19] lab,problem [19] problem,#scichat [19] #scichat,#scienceed [19] #scienceed,#sponsored [16] weareteachers,lab [15] students,virtually [15] virtually,check [15] check,amazing [15] amazing,stem Top Word Pairs in Tweet in G7:
[19] 100's,best [19] best,science [19] science,edtech [19] edtech,links [19] links,curated [19] curated,each [19] each,month [19] month,#scichat [19] #scichat,#controlaltachieve [19] start,vedajunction Top Word Pairs in Tweet in G8:
[30] day,ticket [28] thease,ase [28] chance,win [28] win,free [28] free,#aseconf2021 [28] #aseconf2021,ticket [28] ticket,winners [28] winners,tickets [28] tickets,refunded [28] refunded,value Top Word Pairs in Tweet in G9:
[19] #edchat,#scichat [9] based,learning [7] #educatorexplorer,chat [7] #scichat,#pblchat [7] lake,project [6] know,mint [6] mint,released [6] released,lesson [6] lesson,plan [6] plan,each Top Word Pairs in Tweet in G10:
[8] #scitlap,#scichat [7] #scichat,#science [7] #scichat,#scicomm [5] #scichat,#scitlap [5] chat,physicist [5] physicist,matt_bellis [5] matt_bellis,tonight [5] tonight,15et [5] 15et,#scichat [5] #science,#physicschat Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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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:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: