The graph represents a network of 2,346 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, 30 May 2021 at 00:03 UTC.
The requested start date was Saturday, 29 May 2021 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 88-day, 22-hour, 16-minute period from Monday, 01 March 2021 at 01:02 UTC to Friday, 28 May 2021 at 23:18 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 : 2346
Unique Edges : 1723
Edges With Duplicates : 9925
Total Edges : 11648
Number of Edge Types : 5
MentionsInRetweet : 4740
Mentions : 1581
Retweet : 3690
Tweet : 1618
Replies to : 19
Self-Loops : 1885
Reciprocated Vertex Pair Ratio : 0.037037037037037
Reciprocated Edge Ratio : 0.0714285714285714
Connected Components : 168
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 1899
Maximum Edges in a Connected Component : 10893
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.977258
Graph Density : 0.00066674301128628
Modularity : 0.267195
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,346 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, 30 May 2021 at 00:03 UTC.
The requested start date was Saturday, 29 May 2021 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 88-day, 22-hour, 16-minute period from Monday, 01 March 2021 at 01:02 UTC to Friday, 28 May 2021 at 23:18 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:
[232] #scichat,#scicomm [224] #d123,#edchat [223] #edchat,#edtech [210] #stem,#scichat [197] #scichat,#stem [182] #edtech,#cpchat [181] 'science,smarts' [168] #sschat,#scichat [164] #science,#scichat [157] smarts',column Top Word Pairs in Tweet in G1:
[173] 'science,smarts' [152] #scichat,#stem [151] smarts',column [143] #science,#scichat [140] #stem,#scichat [113] praxismedhat,icymi [104] praxis,'science [99] latest,praxis [96] #medhat,news [89] column,#medhat Top Word Pairs in Tweet in G2:
[167] #scichat,#scicomm [66] #scicomm,#scichat [62] mark,calendar [62] calendar,register [50] life's,edge [50] ncse,mark [45] book,life's [22] online,00 [21] earth,day [20] years,ago Top Word Pairs in Tweet in G3:
[86] earth,science [86] choice,boards [60] explore,37 [60] 37,years [60] years,changes [57] ericcurts,explore [53] #scichat,#controlaltachieve [52] 100's,best [52] best,science [52] science,edtech Top Word Pairs in Tweet in G4:
[45] pbs,newshour [28] newshourextra,pbs [27] newshour,extra [22] extra,lesson [22] lesson,plan [22] plan,history [22] history,vaccination [22] vaccination,opposition [22] opposition,lesson [22] lesson,covers Top Word Pairs in Tweet in G5:
[168] #d123,#edchat [158] #edchat,#edtech [148] #edtech,#cpchat [135] #cpchat,#elemchat [123] #elemchat,#mschat [118] #mschat,#hschat [114] #hschat,#ntchat [114] #ntchat,#pblchat [114] #pblchat,#apchat [114] #apchat,#suptchat Top Word Pairs in Tweet in G6:
[95] science,educators [72] educators,celebrate [52] savvaslearning,#virtualstemfair [42] celebrate,#earthday2021 [42] #earthday2021,live [42] live,virtual [42] virtual,session [42] session,inspectorplanet [39] join,savvaslearning [38] earth,day Top Word Pairs in Tweet in G7:
[48] winning,video [40] #edchat,#scichat [40] #scichat,#sschat [40] #sschat,#inspo [35] check,winning [33] video,learn [32] learn,more [9] place,video [8] tian,hsu [8] hsu,london Top Word Pairs in Tweet in G8:
[33] #k12,#learning [31] #edchat,#k12 [23] #learning,#edleadership [23] #edleadership,#edtech [23] loving,mesenchymal [23] mesenchymal,#cellmigration [23] #cellmigration,possible [23] possible,guess [23] guess,#focaladhesion [23] #focaladhesion,spots Top Word Pairs in Tweet in G9:
[8] #scichat,#stem [7] #scichat,#mathchat [6] #edchat,#education [5] #globaled,#ntchat [5] #ntchat,#mlearning [5] #mlearning,#elearning [5] #scichat,#artsed [5] #artsed,#stem [5] #edchat,#scichat [5] #mathchat,#scichat Top Word Pairs in Tweet in G10:
[23] folks,favorite [23] favorite,biological [23] biological,process [23] process,#scichat [22] mads100tist,folks [20] introduce,students [18] students,janetiwasa [18] janetiwasa,molecular [18] molecular,biologist [18] biologist,computer Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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:
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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:
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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: