The graph represents a network of 1,459 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, 18 September 2021 at 23:59 UTC.
The requested start date was Saturday, 18 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 78-day, 23-hour, 4-minute period from Thursday, 01 July 2021 at 00:20 UTC to Friday, 17 September 2021 at 23:24 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 : 1459
Unique Edges : 1025
Edges With Duplicates : 7464
Total Edges : 8489
Number of Edge Types : 5
Mentions : 849
MentionsInRetweet : 3562
Retweet : 3004
Tweet : 1057
Replies to : 17
Self-Loops : 1402
Reciprocated Vertex Pair Ratio : 0.0378132118451025
Reciprocated Edge Ratio : 0.0728709394205443
Connected Components : 106
Single-Vertex Connected Components : 47
Maximum Vertices in a Connected Component : 1203
Maximum Edges in a Connected Component : 8046
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.483027
Graph Density : 0.00107088023722959
Modularity : 0.218063
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,459 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, 18 September 2021 at 23:59 UTC.
The requested start date was Saturday, 18 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 78-day, 23-hour, 4-minute period from Thursday, 01 July 2021 at 00:20 UTC to Friday, 17 September 2021 at 23:24 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:
[263] #scichat,#scicomm [236] #d123,#edchat [224] #edchat,#edtech [223] #scichat,#mathchat [204] #edtech,#cpchat [193] #stem,#scichat [186] #science,#scichat [183] #cpchat,#elemchat [179] #sschat,#scichat [164] #elemchat,#mschat Top Word Pairs in Tweet in G1:
[158] #science,#scichat [116] #scichat,#scicomm [92] #stem,#scichat [88] covid,19 [82] climate,change [66] #scicomm,#scichat [65] #scichat,#stem [47] years,ago [47] cbc,news [40] 'science,smarts' Top Word Pairs in Tweet in G2:
[130] #scichat,#scicomm [40] #scicomm,#scichat [24] years,ago [16] 000,years [16] flashes,creation [14] gaining,unprecedented [14] unprecedented,insights [14] insights,being [14] being,young [14] young,neanderthal Top Word Pairs in Tweet in G3:
[113] 'science,smarts' [93] smarts',column [84] latest,praxis [79] #stem,#scichat [73] praxis,'science [62] #medhat,news [57] icymi,latest [52] column,#medhat [52] column,medicinehatnews [51] praxismedhat,latest Top Word Pairs in Tweet in G4:
[226] #d123,#edchat [211] #edchat,#edtech [194] #edtech,#cpchat [174] #cpchat,#elemchat [159] #elemchat,#mschat [152] #scichat,#mathchat [147] #mschat,#hschat [136] #hschat,#ntchat [133] #ntchat,#pblchat [132] #pblchat,#apchat 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:
[16] #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] #stem21,attendees [6] savvas,learning [6] learning,virtual [6] marketplace,sure [6] sure,attend [6] attend,today's [6] today's,featured [5] #ngsschat,#scichat Top Word Pairs in Tweet in G8:
[38] scientific,understanding [38] steps,resource [33] identify,gaps [30] using,contexts [30] bestevsciteach,steps [29] gaps,students' [29] students',scientific [27] free,resource [26] used,bestevsciteach [26] resource,watch Top Word Pairs in Tweet in G9:
[13] #edchat,#scichat [6] #edchat,#pblchat [6] natgeoeducation,producing [6] producing,series [6] series,virtual [6] virtual,#nationalpark [6] #nationalpark,experiences [6] experiences,first [6] first,one [6] saintfester,natgeoeducation 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:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: