The graph represents a network of 1,815 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, 28 November 2021 at 00:59 UTC.
The requested start date was Saturday, 27 November 2021 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 87-day, 0-hour, 11-minute period from Wednesday, 01 September 2021 at 00:47 UTC to Saturday, 27 November 2021 at 00:58 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 : 1815
Unique Edges : 1264
Edges With Duplicates : 9048
Total Edges : 10312
Number of Edge Types : 5
Retweet : 3640
MentionsInRetweet : 4342
Mentions : 1070
Tweet : 1232
Replies to : 28
Self-Loops : 1628
Reciprocated Vertex Pair Ratio : 0.0412408759124088
Reciprocated Edge Ratio : 0.0792148615492464
Connected Components : 129
Single-Vertex Connected Components : 65
Maximum Vertices in a Connected Component : 1530
Maximum Edges in a Connected Component : 9856
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.609581
Graph Density : 0.000866538493079538
Modularity : 0.236668
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,815 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, 28 November 2021 at 00:59 UTC.
The requested start date was Saturday, 27 November 2021 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 87-day, 0-hour, 11-minute period from Wednesday, 01 September 2021 at 00:47 UTC to Saturday, 27 November 2021 at 00:58 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:
[289] #scichat,#scicomm [282] #edchat,#edtech [277] #d123,#edchat [261] #sschat,#scichat [255] #stem,#scichat [250] #scichat,#mathchat [241] #edtech,#cpchat [222] #cpchat,#elemchat [213] 'science,smarts' [206] #elemchat,#mschat Top Word Pairs in Tweet in G1:
[234] #stem,#scichat [213] 'science,smarts' [189] #science,#scichat [162] latest,praxis [162] praxis,'science [156] smarts',column [155] nasa,#scichat [151] #scichat,#aerospace [136] #aerospace,#stem [131] #stem,#science Top Word Pairs in Tweet in G2:
[224] #scichat,#scicomm [46] mark,calendar [37] calendar,register [33] #scicomm,#scichat [33] ncse,mark [24] years,ago [24] ncse,icymi [20] science,education [20] anna,behrensmeyer [20] behrensmeyer,never Top Word Pairs in Tweet in G3:
[83] wish,list [83] list,amazing [83] amazing,interactive [83] interactive,#science [83] #science,tools [83] tools,explore [83] explore,periodic [83] periodic,tables [83] tables,elements [82] elements,help Top Word Pairs in Tweet in G4:
[95] immune,cells [95] cells,explore [95] explore,surroundings [95] surroundings,search [95] search,danger [95] danger,signals [95] signals,pathogens [95] pathogens,#leukocyte [95] #leukocyte,scanning [94] pj_saez,immune Top Word Pairs in Tweet in G5:
[252] #d123,#edchat [243] #edchat,#edtech [221] #edtech,#cpchat [210] #cpchat,#elemchat [198] #scichat,#mathchat [195] #elemchat,#mschat [185] #mschat,#hschat [179] #hschat,#ntchat [178] #ntchat,#pblchat [178] #suptchat,#libchat Top Word Pairs in Tweet in G6:
[28] #edchat,#scichat [23] google,powered [19] virtual,tours [19] tours,using [19] saintfester,excited [18] excited,share [16] teach,environmental [16] share,natgeoeducation [16] natgeoeducation,grant [16] grant,nearly Top Word Pairs in Tweet in G7:
[37] kinds,nonfiction [35] nonfiction,way [35] way,thinking [32] thinking,middleweb [32] middleweb,stenhousepub [32] stenhousepub,marlenempc [31] #sschat,#scichat [18] mstewartscience,kinds [17] marlenempc,#nonfictio [14] #mathchat,#sschat Top Word Pairs in Tweet in G8:
[13] #scichat,#mathchat [11] #literacy,#scichat [10] #engchat,#literacy [9] #mathchat,#edreform [9] #edtech,#engchat [9] #edleadership,#edtech [5] #k12,#learning [5] #learning,#edleadership [4] #mathchat,#scichat [4] #edchat,#k12 Top Word Pairs in Tweet in G9:
[48] 100's,best [48] best,science [48] science,edtech [48] edtech,links [48] links,curated [48] curated,each [48] each,month [48] month,#scichat [48] #scichat,#controlaltachieve [46] ericcurts,100's Top Word Pairs in Tweet in G10:
[11] nancycoddington,hey [8] heroelementary,swag [7] hey,teachers [7] teachers,wskg [7] wskg,giving [7] giving,away [7] away,classroom [7] classroom,set [7] set,heroelementary [7] swag,time Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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 G9:
Top Tweeters in G10: