The graph represents a network of 1,566 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 01:20 UTC.
The tweets in the network were tweeted over the 3284-day, 20-hour, 20-minute period from Thursday, 13 February 2014 at 02:23 UTC to Friday, 10 February 2023 at 22:43 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 : 1566
Unique Edges : 1037
Edges With Duplicates : 8760
Total Edges : 9797
Number of Edge Types : 8
Retweet : 3424
MentionsInRetweet : 4315
Mentions : 905
Replies to : 81
MentionsInReplyTo : 79
Tweet : 919
Quote : 54
MentionsInQuote : 20
Self-Loops : 2113
Reciprocated Vertex Pair Ratio : 0.0307093425605536
Reciprocated Edge Ratio : 0.0595887536718422
Connected Components : 65
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 1420
Maximum Edges in a Connected Component : 9477
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.596265
Graph Density : 0.000972339531334794
Modularity : 0.212125
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,566 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 01:20 UTC.
The tweets in the network were tweeted over the 3284-day, 20-hour, 20-minute period from Thursday, 13 February 2014 at 02:23 UTC to Friday, 10 February 2023 at 22:43 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:
[303] #scichat,#scicomm [250] #edchat,#edtech [238] #d123,#edchat [224] #stem,#scichat [200] #edtech,#cpchat [182] #sschat,#scichat [180] #cpchat,#elemchat [176] #teachers,#teachertwitter [171] #elemchat,#mschat [167] #edleadership,#edtech Top Word Pairs in Tweet in G1:
[287] #scichat,#scicomm [188] #stem,#scichat [146] #science,#scichat [143] science,outreach [143] smarts',column [143] 'science,smarts' [143] latest,praxis [143] outreach,'science [143] praxis,science [132] column,medicine Top Word Pairs in Tweet in G2:
[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 G3:
[94] #science,lessons [83] rock,#scichat [83] right,#science [83] sure,doing [83] #scichat,#pbl [83] doing,right [83] lessons,rock [83] #pbl,#teaching [82] tcea,sure [32] provides,template Top Word Pairs in Tweet in G4:
[213] #edchat,#edtech [204] #d123,#edchat [180] #edtech,#cpchat [167] #cpchat,#elemchat [160] #elemchat,#mschat [156] #mschat,#hschat [152] #hschat,#ntchat [149] #pblchat,#apchat [149] #sschat,#scichat [149] #ntchat,#pblchat Top Word Pairs in Tweet in G5:
[46] science,pawdcast [32] pawdcast,award [32] bunsenbernerbmd,hey [30] call,science [30] science,types [30] putting,open [30] types,science [30] open,call [30] hey,putting [29] award,winn Top Word Pairs in Tweet in G6:
[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 G7:
[135] #teachers,#teachertwitter [132] #teachertwitter,#education [129] #education,#stemeducation [129] #edchat,#k12 [124] #technology,#classroomteacher [124] #stemeducation,#technology [118] #k12,#learning [113] #edleadership,#edtech [96] #learning,#edleadership [92] #classroomteacher,#scienceeducation Top Word Pairs in Tweet in G8:
[31] #hschat,#scichat [16] special,education [16] jewish,special [16] latest,jewish [16] daily,thanks [16] education,daily [15] wl,#langchat [15] latest,pbl [15] #langchat,news [15] pbl,wl Top Word Pairs in Tweet in G9:
[24] ncse's,board [24] michaelemann,member [24] board,directors [24] member,ncse's [19] science,michaelemann [19] mainstream,science [19] attacks,mainstream [19] ncse,musk [19] openly,encouraged [19] directors,told Top Word Pairs in Tweet in G10:
[15] #edchat,#learning [14] #literacy,#scichat [14] #edleadership,#edtech [13] #learning,#edleadership [10] #edchat,#literacy [10] finals,#mathchat [10] #edtech,#edchat [10] paper,pay [10] #scichat,essay [10] essay,due 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 G5:
Top Replied-To in G7:
Top Replied-To in G9:
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: