The graph represents a network of 1,551 Twitter users whose recent tweets contained "scichat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 01:20 UTC.
The tweets in the network were tweeted over the 3291-day, 21-hour, 16-minute period from Thursday, 13 February 2014 at 02:23 UTC to Friday, 17 February 2023 at 23:39 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1551
Unique Edges : 1023
Edges With Duplicates : 8803
Total Edges : 9826
Number of Edge Types : 8
Retweet : 3452
MentionsInRetweet : 4357
Mentions : 870
Tweet : 891
MentionsInReplyTo : 85
Replies to : 94
Quote : 56
MentionsInQuote : 21
Self-Loops : 2127
Reciprocated Vertex Pair Ratio : 0.030514385353095
Reciprocated Edge Ratio : 0.0592216582064298
Connected Components : 70
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 1389
Maximum Edges in a Connected Component : 9508
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.578997
Graph Density : 0.000983340612716042
Modularity : 0.210553
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,551 Twitter users whose recent tweets contained "scichat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 01:20 UTC.
The tweets in the network were tweeted over the 3291-day, 21-hour, 16-minute period from Thursday, 13 February 2014 at 02:23 UTC to Friday, 17 February 2023 at 23:39 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[305] #scichat,#scicomm [247] #stem,#scichat [237] #edchat,#edtech [225] #d123,#edchat [187] #edtech,#cpchat [178] #teachers,#teachertwitter [169] #sschat,#scichat [167] #teachertwitter,#education [167] #cpchat,#elemchat [165] #edleadership,#edtech Top Word Pairs in Tweet in G1:
[210] #stem,#scichat [142] science,outreach [142] smarts',column [142] 'science,smarts' [142] latest,praxis [142] outreach,'science [142] praxis,science [141] #science,#scichat [131] column,medicine [131] medicine,news Top Word Pairs in Tweet in G2:
[182] #scichat,#scicomm [136] #teachers,#teachertwitter [133] #teachertwitter,#education [130] #education,#stemeducation [125] #stemeducation,#technology [125] #technology,#classroomteacher [105] #edchat,#k12 [94] #edleadership,#edtech [93] #k12,#learning [93] #scienceeducation,#edchat Top Word Pairs in Tweet in G3:
[145] image,inside [145] text,slides [145] slides,place [145] words,google [145] photo,words [145] creating,photo [145] inside,text [145] google,slides [145] slides,make [145] place,image Top Word Pairs in Tweet in G4:
[93] #science,lessons [82] rock,#scichat [82] right,#science [82] sure,doing [82] #scichat,#pbl [82] doing,right [82] lessons,rock [82] #pbl,#teaching [81] tcea,sure [31] provides,template Top Word Pairs in Tweet in G5:
[200] #edchat,#edtech [191] #d123,#edchat [167] #edtech,#cpchat [154] #cpchat,#elemchat [147] #elemchat,#mschat [143] #mschat,#hschat [139] #hschat,#ntchat [136] #pblchat,#apchat [136] #ntchat,#pblchat [136] #suptchat,#libchat Top Word Pairs in Tweet in G6:
[58] science,pawdcast [32] bunsenbernerbmd,hey [32] pawdcast,award [30] hey,putting [30] science,types [30] call,science [30] putting,open [30] open,call [30] types,science [29] award,winn Top Word Pairs in Tweet in G7:
[53] revolutionize,work [53] absolutely,revolutionize [53] tool,absolutely [53] #chatgpt,stay [53] stay,instead [53] instead,panicking [53] panicking,see [53] see,tool [52] ken_patterson,#chatgpt [52] work,practi Top Word Pairs in Tweet in G8:
[17] #edleadership,#edtech [16] #learning,#edleadership [15] #edchat,#learning [14] #literacy,#scichat [10] finals,#mathchat [10] due,paper [10] desire,essay [10] greatest,desire [10] #edchat,#literacy [10] essay,due Top Word Pairs in Tweet in G9:
[10] gr,#steam [8] lunar,year [7] #steam,ss [6] 8th,gr [5] launcher,made [5] cotton,ball [5] cardboard,tube [5] 6th,gr [5] made,recycled [5] #stem,#scichat Top Word Pairs in Tweet in G10:
[26] #edleadership,#edtech [26] #engchat,#literacy [26] #edtech,#engchat [26] #learning,#edleadership [26] shubhankrmishra,dpradhanbjp [26] hello,shubhankrmishra [26] #scichat,dpradhanbjp [26] #literacy,#scichat [26] dpradhanbjp,#edchat [26] #edchat,#learning Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
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: