The graph represents a network of 1,560 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, 26 September 2021 at 00:01 UTC.
The requested start date was Saturday, 25 September 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 85-day, 22-hour, 11-minute period from Thursday, 01 July 2021 at 00:20 UTC to Friday, 24 September 2021 at 22:31 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 : 1560
Unique Edges : 1102
Edges With Duplicates : 8123
Total Edges : 9225
Number of Edge Types : 5
Retweet : 3261
MentionsInRetweet : 3855
Mentions : 945
Tweet : 1147
Replies to : 17
Self-Loops : 1525
Reciprocated Vertex Pair Ratio : 0.0376068376068376
Reciprocated Edge Ratio : 0.0724876441515651
Connected Components : 116
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 1280
Maximum Edges in a Connected Component : 8734
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.499139
Graph Density : 0.000998338843111133
Modularity : 0.215188
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,560 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, 26 September 2021 at 00:01 UTC.
The requested start date was Saturday, 25 September 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 85-day, 22-hour, 11-minute period from Thursday, 01 July 2021 at 00:20 UTC to Friday, 24 September 2021 at 22:31 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:
[275] #scichat,#scicomm [247] #d123,#edchat [245] #scichat,#mathchat [242] #edchat,#edtech [218] #stem,#scichat [215] #edtech,#cpchat [200] #science,#scichat [194] #cpchat,#elemchat [191] #sschat,#scichat [175] #elemchat,#mschat Top Word Pairs in Tweet in G1:
[171] #science,#scichat [109] #scichat,#scicomm [101] #stem,#scichat [91] climate,change [90] covid,19 [69] #scicomm,#scichat [66] #scichat,#stem [53] years,ago [51] cbc,news [44] 'science,smarts' Top Word Pairs in Tweet in G2:
[147] #scichat,#scicomm [43] #scicomm,#scichat [30] years,ago [20] 000,years [18] flashes,creation [15] gaining,unprecedented [15] unprecedented,insights [15] insights,being [15] being,young [15] young,neanderthal Top Word Pairs in Tweet in G3:
[237] #d123,#edchat [224] #edchat,#edtech [205] #edtech,#cpchat [185] #cpchat,#elemchat [170] #elemchat,#mschat [164] #scichat,#mathchat [158] #mschat,#hschat [147] #hschat,#ntchat [147] #sschat,#scichat [144] #ntchat,#pblchat Top Word Pairs in Tweet in G4:
[124] 'science,smarts' [104] smarts',column [93] #stem,#scichat [84] latest,praxis [73] praxis,'science [68] #medhat,news [62] icymi,latest [58] column,#medhat [57] column,medicinehatnews [56] praxismedhat,latest Top Word Pairs in Tweet in G5:
[41] 100's,best [41] best,science [41] science,edtech [41] edtech,links [41] links,curated [41] curated,each [41] each,month [41] month,#scichat [41] #scichat,#controlaltachieve [39] ericcurts,100's Top Word Pairs in Tweet in G6:
[17] #engchat,#literacy [16] hey,offering [16] offering,#essayhelp [16] #essayhelp,#homeworkhelp [16] #homeworkhelp,#onlineclasses [16] #onlineclasses,#assignmenthelp [16] #assignmenthelp,dm [16] dm,whatsapp [16] whatsapp,text [16] text,551 Top Word Pairs in Tweet in G7:
[9] nsta,#stem21 [9] virtual,marketplace [7] #scichat,#ngsschat [7] #stem21,attendees [7] savvas,learning [6] #edchat,#scichat [6] learning,virtual [6] marketplace,sure [6] sure,attend [6] attend,today's Top Word Pairs in Tweet in G8:
[50] scientific,understanding [45] identify,gaps [44] steps,resource [41] using,contexts [40] gaps,students' [40] students',scientific [36] bestevsciteach,steps [36] understanding,address [36] address,using [36] contexts,free Top Word Pairs in Tweet in G9:
[14] #edchat,#scichat [6] #scichat,#pblchat [6] #edchat,#pblchat [6] natgeoeducation,producing [6] producing,series [6] series,virtual [6] virtual,#nationalpark [6] #nationalpark,experiences [6] experiences,first [6] first,one Top Word Pairs in Tweet in G10:
[19] modern,scientists [19] scientists,dull [19] dull,science [19] science,selects [19] selects,perseverance [19] perseverance,sociability [19] sociability,expense [19] expense,intelligence [18] moorejh,modern [18] intelligence,creativ Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: