The graph represents a network of 1,923 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 December 2021 at 01:00 UTC.
The requested start date was Saturday, 04 December 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 93-day, 22-hour, 9-minute period from Wednesday, 01 September 2021 at 00:47 UTC to Friday, 03 December 2021 at 22:56 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 : 1923
Unique Edges : 1368
Edges With Duplicates : 9938
Total Edges : 11306
Number of Edge Types : 5
Mentions : 1167
MentionsInRetweet : 4811
Replies to : 29
Retweet : 3965
Tweet : 1334
Self-Loops : 1756
Reciprocated Vertex Pair Ratio : 0.0427465499831707
Reciprocated Edge Ratio : 0.0819883795997418
Connected Components : 136
Single-Vertex Connected Components : 66
Maximum Vertices in a Connected Component : 1599
Maximum Edges in a Connected Component : 10742
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.566192
Graph Density : 0.000838202102485764
Modularity : 0.228297
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,923 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 December 2021 at 01:00 UTC.
The requested start date was Saturday, 04 December 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 93-day, 22-hour, 9-minute period from Wednesday, 01 September 2021 at 00:47 UTC to Friday, 03 December 2021 at 22:56 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:
[314] #scichat,#scicomm [313] #edchat,#edtech [309] #d123,#edchat [278] #sschat,#scichat [266] #stem,#scichat [266] #scichat,#mathchat [262] #edtech,#cpchat [241] #cpchat,#elemchat [239] 'science,smarts' [224] #elemchat,#mschat Top Word Pairs in Tweet in G1:
[202] #stem,#scichat [188] #science,#scichat [170] 'science,smarts' [126] latest,praxis [126] praxis,'science [121] smarts',column [94] climate,change [83] #scichat,#stem [69] icymi,latest [68] #medhat,news Top Word Pairs in Tweet in G2:
[250] #scichat,#scicomm [49] mark,calendar [45] #scicomm,#scichat [40] calendar,register [39] climate,change [36] ncse,mark [33] 'science,smarts' [25] ncse,icymi [24] years,ago [23] latest,praxis Top Word Pairs in Tweet in G3:
[292] #d123,#edchat [285] #edchat,#edtech [249] #edtech,#cpchat [230] #cpchat,#elemchat [217] #scichat,#mathchat [215] #elemchat,#mschat [202] #mschat,#hschat [200] #sschat,#scichat [193] #hschat,#ntchat [191] #ntchat,#pblchat Top Word Pairs in Tweet in G4:
[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 G5:
[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 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] #sschat,#scichat [32] thinking,middleweb [32] middleweb,stenhousepub [32] stenhousepub,marlenempc [18] mstewartscience,kinds [17] marlenempc,#nonfictio [15] middleweb,popular Top Word Pairs in Tweet in G8:
[14] #scichat,#mathchat [12] #literacy,#scichat [11] #engchat,#literacy [10] #mathchat,#edreform [10] #edtech,#engchat [10] #edleadership,#edtech [5] #k12,#learning [5] #learning,#edleadership [4] #scichat,#stem [4] #mathchat,#scichat Top Word Pairs in Tweet in G9:
[10] 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 Word Pairs in Tweet in G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G10:
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: