The graph represents a network of 1,702 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, 30 July 2022 at 00:33 UTC.
The requested start date was Saturday, 30 July 2022 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 119-day, 0-hour, 36-minute period from Friday, 01 April 2022 at 00:10 UTC to Friday, 29 July 2022 at 00:47 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 : 1702
Unique Edges : 1397
Edges With Duplicates : 10463
Total Edges : 11860
Number of Edge Types : 5
MentionsInRetweet : 5244
Mentions : 967
Retweet : 4216
Tweet : 1385
Replies to : 48
Self-Loops : 1916
Reciprocated Vertex Pair Ratio : 0.0316218973138388
Reciprocated Edge Ratio : 0.0613052076466711
Connected Components : 98
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 1470
Maximum Edges in a Connected Component : 11515
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.507139
Graph Density : 0.00104797689338752
Modularity : 0.206271
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,702 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, 30 July 2022 at 00:33 UTC.
The requested start date was Saturday, 30 July 2022 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 119-day, 0-hour, 36-minute period from Friday, 01 April 2022 at 00:10 UTC to Friday, 29 July 2022 at 00:47 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:
[380] #scichat,#scicomm [335] #stem,#scichat [310] #edchat,#edtech [309] #d123,#edchat [280] #edtech,#cpchat [279] #sschat,#scichat [254] #cpchat,#elemchat [235] #elemchat,#mschat [215] #mschat,#hschat [209] #hschat,#ntchat Top Word Pairs in Tweet in G1:
[261] #stem,#scichat [195] latest,praxis [195] 'science,smarts' [195] smarts',column [190] medicine,news [189] #science,#scichat [185] column,medicine [173] praxis,science [173] science,outreach [173] outreach,'science Top Word Pairs in Tweet in G2:
[266] #scichat,#scicomm [59] mark,calendar [51] calendar,register [46] ncse,mark [45] #scicomm,#scichat [33] climate,change [33] discusses,book [27] last,days [27] days,dinosaurs [24] riley,black Top Word Pairs in Tweet in G3:
[307] #d123,#edchat [299] #edchat,#edtech [278] #edtech,#cpchat [253] #cpchat,#elemchat [235] #elemchat,#mschat [215] #mschat,#hschat [209] #sschat,#scichat [209] #hschat,#ntchat [207] #ntchat,#pblchat [206] #pblchat,#apchat Top Word Pairs in Tweet in G4:
[66] 3d,printer [63] use,3d [62] #3dthursday,retweet [62] retweet,comment [62] comment,sharing [62] sharing,use [62] printer,class [62] class,entered [61] savvaslearning,#3dthursday [40] gift,card Top Word Pairs in Tweet in G5:
[58] middle,island [37] come,learn [25] thrilled,wboolpenguins [25] wboolpenguins,middle [25] island,penguin [25] penguin,project [25] project,tuesday [25] tuesday,night [25] night,scichat [25] scichat,come Top Word Pairs in Tweet in G6:
[49] periodic,table [45] five,interactive [45] interactive,tools [45] tools,learning [45] learning,periodic [45] table,mguhlin [45] mguhlin,#stem [45] #stem,#scichat [45] #scichat,#learning [44] tcea,five Top Word Pairs in Tweet in G7:
[87] #edchat,#k12 [83] #k12,#learning [74] #learning,#edleadership [71] #edleadership,#edtech [55] #edtech,#engchat [55] #engchat,#literacy [54] #literacy,#scichat [37] #scichat,#mathchat [30] #mathchat,#edreform [15] #onlineclasshelpusa,#edchat Top Word Pairs in Tweet in G8:
[32] #sschat,#scichat [20] #elachat,#sschat [18] #scichat,#educoach [16] #mschat,#elachat [13] ask,stude [12] #scichat,#mathchat [11] #educoach,#literacy [11] #literacy,#reading [10] third,arrest [10] arrest,made Top Word Pairs in Tweet in G9:
[10] #edtech,#engchat [10] #learning,#edleadership [9] #k12,#learning [9] #edleadership,#edtech [9] #engchat,#literacy [9] #literacy,#scichat [9] #scichat,#mathchat [9] #edchat,#k12 [7] #mathchat,#edreform [3] #edchat,#scichat Top Word Pairs in Tweet in G10:
[22] #designthinking,dr [22] dr,shaun [22] shaun,fickling [22] fickling,#fsl [22] #fsl,deep [22] deep,developing [22] developing,ideas [22] ideas,#innovation [22] #innovation,based [22] based,company 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 G5:
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: