The graph represents a network of 1,344 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, 09 October 2021 at 23:59 UTC.
The requested start date was Saturday, 09 October 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 68-day, 22-hour, 51-minute period from Sunday, 01 August 2021 at 01:08 UTC to Friday, 08 October 2021 at 23:59 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 : 1344
Unique Edges : 926
Edges With Duplicates : 6434
Total Edges : 7360
Number of Edge Types : 5
Mentions : 815
MentionsInRetweet : 3044
Retweet : 2604
Tweet : 880
Replies to : 17
Self-Loops : 1173
Reciprocated Vertex Pair Ratio : 0.0401028277634961
Reciprocated Edge Ratio : 0.0771131982204647
Connected Components : 105
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 1095
Maximum Edges in a Connected Component : 6956
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.518682
Graph Density : 0.0011207805907173
Modularity : 0.229201
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,344 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, 09 October 2021 at 23:59 UTC.
The requested start date was Saturday, 09 October 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 68-day, 22-hour, 51-minute period from Sunday, 01 August 2021 at 01:08 UTC to Friday, 08 October 2021 at 23:59 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:
[229] #scichat,#scicomm [199] #d123,#edchat [196] #edchat,#edtech [192] #scichat,#mathchat [175] #edtech,#cpchat [171] #stem,#scichat [161] #cpchat,#elemchat [155] #sschat,#scichat [148] #science,#scichat [144] #elemchat,#mschat Top Word Pairs in Tweet in G1:
[142] #science,#scichat [130] #stem,#scichat [76] 'science,smarts' [62] climate,change [55] smarts',column [54] latest,praxis [54] praxis,'science [51] #scichat,#stem [49] cbc,news [49] #scichat,#scied Top Word Pairs in Tweet in G2:
[180] #scichat,#scicomm [47] #scicomm,#scichat [41] years,ago [36] 000,years [29] mark,calendar [23] flashes,creation [23] calendar,register [23] ncse,study [19] covid,19 [19] ncse,mark Top Word Pairs in Tweet in G3:
[189] #d123,#edchat [177] #edchat,#edtech [165] #edtech,#cpchat [152] #cpchat,#elemchat [139] #elemchat,#mschat [132] #sschat,#scichat [128] #mschat,#hschat [120] #hschat,#ntchat [119] #scichat,#mathchat [117] #ntchat,#pblchat Top Word Pairs in Tweet in G4:
[67] #edchat,#k12 [64] #k12,#learning [59] #learning,#edleadership [57] #edleadership,#edtech [54] #edtech,#engchat [48] #engchat,#literacy [26] #literacy,#scichat [21] #scichat,#mathchat [21] #mathchat,#edreform [18] download,free Top Word Pairs in Tweet in G5:
[32] 100's,best [32] best,science [32] science,edtech [32] edtech,links [32] links,curated [32] curated,each [32] each,month [32] month,#scichat [32] #scichat,#controlaltachieve [31] ericcurts,100's Top Word Pairs in Tweet in G6:
[29] pbs,newshour [29] newshour,extra [16] daily,news [16] news,lesson [14] lesson,plan [12] lesson,teens [12] teens,invent [12] invent,social [12] social,distancing [12] distancing,device Top Word Pairs in Tweet in G7:
[15] #scichat,#mathchat [8] #mathchat,#edreform [7] #engchat,#literacy [7] #literacy,#scichat [6] #edtech,#engchat [6] 1st,grade [6] grade,science [5] #learning,#edleadership [5] #edleadership,#edtech [4] looking,back 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:
[15] #scichat,#covid19 [14] free,printables [14] printables,kids [14] kids,coloring [14] coloring,activity [14] activity,sheets [13] #printables,#free [10] #scichat,#cancer [10] sheets,marine [10] marine,life 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 G2:
Top Replied-To in G3:
Top Replied-To in G4:
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: