The graph represents a network of 1,445 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, 06 November 2021 at 23:58 UTC.
The requested start date was Saturday, 06 November 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 65-day, 23-hour, 1-minute period from Wednesday, 01 September 2021 at 00:47 UTC to Friday, 05 November 2021 at 23:48 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 : 1445
Unique Edges : 1009
Edges With Duplicates : 6707
Total Edges : 7716
Number of Edge Types : 5
Mentions : 821
MentionsInRetweet : 3250
Retweet : 2693
Tweet : 928
Replies to : 24
Self-Loops : 1205
Reciprocated Vertex Pair Ratio : 0.0352014821676702
Reciprocated Edge Ratio : 0.0680089485458613
Connected Components : 109
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 1207
Maximum Edges in a Connected Component : 7341
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.599013
Graph Density : 0.00107113074983945
Modularity : 0.250275
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,445 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, 06 November 2021 at 23:58 UTC.
The requested start date was Saturday, 06 November 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 65-day, 23-hour, 1-minute period from Wednesday, 01 September 2021 at 00:47 UTC to Friday, 05 November 2021 at 23:48 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:
[212] #scichat,#scicomm [191] #edchat,#edtech [186] #d123,#edchat [185] #sschat,#scichat [184] #scichat,#mathchat [170] #stem,#scichat [164] #edtech,#cpchat [155] #cpchat,#elemchat [150] #science,#scichat [144] 'science,smarts' Top Word Pairs in Tweet in G1:
[181] #d123,#edchat [180] #edchat,#edtech [163] #stem,#scichat [160] #edtech,#cpchat [153] #cpchat,#elemchat [152] #scichat,#mathchat [144] 'science,smarts' [142] #elemchat,#mschat [139] #sschat,#scichat [132] #mschat,#hschat Top Word Pairs in Tweet in G2:
[161] #scichat,#scicomm [32] mark,calendar [30] #scicomm,#scichat [26] calendar,register [22] ncse,mark [20] years,ago [20] anna,behrensmeyer [20] behrensmeyer,never [20] never,set [20] set,pioneer Top Word Pairs in Tweet in G3:
[82] wish,list [82] list,amazing [82] amazing,interactive [82] interactive,#science [82] #science,tools [82] tools,explore [82] explore,periodic [82] periodic,tables [82] tables,elements [82] elements,help Top Word Pairs in Tweet in G4:
[22] #edchat,#scichat [19] saintfester,excited [18] excited,share [18] #edchat,#k12 [17] google,powered [16] teach,environmental [16] share,natgeoeducation [16] natgeoeducation,grant [16] grant,nearly [16] nearly,done Top Word Pairs in Tweet in G5:
[37] kinds,nonfiction [35] nonfiction,way [35] way,thinking [32] thinking,middleweb [32] middleweb,stenhousepub [32] stenhousepub,marlenempc [20] #sschat,#scichat [18] mstewartscience,kinds [17] marlenempc,#nonfictio [13] #elachat,#sschat Top Word Pairs in Tweet in G6:
[10] #scichat,#mathchat [8] #literacy,#scichat [7] #engchat,#literacy [6] #mathchat,#edreform [6] #edtech,#engchat [6] #edleadership,#edtech [5] #k12,#learning [5] #learning,#edleadership [4] #mathchat,#scichat [4] #edchat,#k12 Top Word Pairs in Tweet in G7:
[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 G8:
[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 Word Pairs in Tweet in G9:
[9] pbs,newshour [6] teachers,great [6] great,quick [6] quick,research [6] research,question [6] question,k12climateact [6] k12climateact,students [6] students,state [6] state,one [6] one,11 Top Word Pairs in Tweet in G10:
[14] free,printables [14] printables,kids [14] kids,coloring [14] coloring,activity [14] activity,sheets [13] #printables,#free [10] sheets,marine [10] marine,life [10] life,#printables [9] bugdex,free Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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: