The graph represents a network of 1,633 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, 05 September 2021 at 00:01 UTC.
The requested start date was Saturday, 04 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 94-day, 20-hour, 6-minute period from Tuesday, 01 June 2021 at 00:56 UTC to Friday, 03 September 2021 at 21:03 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 : 1633
Unique Edges : 1160
Edges With Duplicates : 8582
Total Edges : 9742
Number of Edge Types : 5
Retweet : 3380
MentionsInRetweet : 4066
Tweet : 1266
Mentions : 1014
Replies to : 16
Self-Loops : 1631
Reciprocated Vertex Pair Ratio : 0.0397271268057785
Reciprocated Edge Ratio : 0.0764183712852181
Connected Components : 125
Single-Vertex Connected Components : 60
Maximum Vertices in a Connected Component : 1321
Maximum Edges in a Connected Component : 9190
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.539888
Graph Density : 0.000972212216178572
Modularity : 0.224101
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 1,633 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, 05 September 2021 at 00:01 UTC.
The requested start date was Saturday, 04 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 94-day, 20-hour, 6-minute period from Tuesday, 01 June 2021 at 00:56 UTC to Friday, 03 September 2021 at 21:03 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:
[291] #scichat,#scicomm [285] #d123,#edchat [278] #edchat,#edtech [266] #scichat,#mathchat [249] #edtech,#cpchat [237] #science,#scichat [222] #cpchat,#elemchat [217] #stem,#scichat [212] #sschat,#scichat [199] #elemchat,#mschat Top Word Pairs in Tweet in G1:
[206] #science,#scichat [188] 'science,smarts' [181] #stem,#scichat [160] smarts',column [135] nasa,#scichat [131] #scichat,#aerospace [117] latest,praxis [117] #aerospace,#stem [103] #stem,#science [102] praxis,'science Top Word Pairs in Tweet in G2:
[214] #scichat,#scicomm [87] #scicomm,#scichat [36] mark,calendar [35] years,ago [28] ncse,mark [27] calendar,register [20] ncse,icymi [18] 000,years [18] book,first [18] first,steps Top Word Pairs in Tweet in G3:
[274] #d123,#edchat [260] #edchat,#edtech [238] #edtech,#cpchat [213] #cpchat,#elemchat [193] #elemchat,#mschat [188] #scichat,#mathchat [183] #mschat,#hschat [170] #hschat,#ntchat [167] #ntchat,#pblchat [165] #pblchat,#apchat Top Word Pairs in Tweet in G4:
[35] 100's,best [35] best,science [35] science,edtech [35] edtech,links [35] links,curated [35] curated,each [35] each,month [35] month,#scichat [35] #scichat,#controlaltachieve [33] ericcurts,100's Top Word Pairs in Tweet in G5:
[38] steps,resource [33] scientific,understanding [30] bestevsciteach,steps [28] identify,gaps [27] free,resource [26] used,bestevsciteach [26] resource,watch [26] watch,getting [26] getting,started [26] started,video Top Word Pairs in Tweet in G6:
[25] #engchat,#literacy [17] #literacy,#scichat [16] #learning,#edleadership [16] #edleadership,#edtech [16] #edtech,#engchat [16] #scichat,#mathchat [16] hey,offering [16] offering,#essayhelp [16] #essayhelp,#homeworkhelp [16] #homeworkhelp,#onlineclasses Top Word Pairs in Tweet in G7:
[18] #edchat,#scichat [14] saintfester,thank [12] #scichat,#pblchat [9] thank,natgeoeducation [9] natgeoeducation,publishing [9] publishing,blog [9] blog,focused [9] focused,encourage [9] encourage,students [9] students,explore Top Word Pairs in Tweet in G8:
[19] #scichat,#mathchat [14] made,quick [14] quick,graphic [14] graphic,thinking [14] thinking,scientist [14] scientist,students [14] students,today [14] today,use [14] use,dig [14] dig,#scichat Top Word Pairs in Tweet in G9:
[17] #sciencetwitter,#scichat [17] modern,scientists [17] scientists,dull [17] dull,science [17] science,selects [17] selects,perseverance [17] perseverance,sociability [17] sociability,expense [17] expense,intelligence [16] moorejh,modern Top Word Pairs in Tweet in G10:
[14] activate,learning [14] interactive,digital [14] digital,edition [14] science,nails [14] nails,ta [14] ta,friend [14] friend,small [14] small,business [14] business,oh [14] oh,gosh Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
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:
Top Mentioned in G6:
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:
Top Tweeters in G2:
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: