The graph represents a network of 4,407 Twitter users whose recent tweets contained "#TeacherTwitter", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 9/11/2023 12:00:00 AM and 9/18/2023 6:48:40 PM. The network was obtained from Twitter on Tuesday, 19 September 2023 at 03:36 UTC.
The tweets in the network were tweeted over the 783-day, 0-hour, 3-minute period from Wednesday, 28 July 2021 at 01:41 UTC to Tuesday, 19 September 2023 at 01:45 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 : 4407
Unique Edges : 6528
Edges With Duplicates : 4384
Total Edges : 10912
Number of Edge Types : 9
Replies to : 207
Retweet : 5665
MentionsInRetweet : 1903
Mentions : 1211
Tweet : 1317
MentionsInQuote : 166
Quote : 184
MentionsInReplyTo : 254
MentionsInQuoteReply : 5
Self-Loops : 1753
Reciprocated Vertex Pair Ratio : 0.0395864106351551
Reciprocated Edge Ratio : 0.0761579994316567
Connected Components : 550
Single-Vertex Connected Components : 307
Maximum Vertices in a Connected Component : 3137
Maximum Edges in a Connected Component : 8989
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 5.647312
Graph Density : 0.000362461362947426
Modularity : 0.567368
NodeXL Version : 1.0.1.521
Data Import : The graph represents a network of 4,407 Twitter users whose recent tweets contained "#TeacherTwitter", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 9/11/2023 12:00:00 AM and 9/18/2023 6:48:40 PM. The network was obtained from Twitter on Tuesday, 19 September 2023 at 03:36 UTC.
The tweets in the network were tweeted over the 783-day, 0-hour, 3-minute period from Wednesday, 28 July 2021 at 01:41 UTC to Tuesday, 19 September 2023 at 01:45 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 : TwitterSearch3
Graph Term : #TeacherTwitter
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:
[458] #edtech,#teachertwitter [455] #teachertwitter,#edchat [431] youtube,video [428] turn,youtube [428] video,quizizz [427] seconds,saying [427] saying,#edtech [427] quiz,10 [427] quizizz,quiz [427] 10,seconds Top Word Pairs in Tweet in G1:
[278] please,help [165] 4th,grade [164] #clearthelist,#teachertwitter [162] list,drop [155] social,worker [154] help,#clearthelist [132] pk,4th [132] grade,social [121] donorschoose,project [120] guinea,pigs Top Word Pairs in Tweet in G2:
[151] help,students [129] #teachertwitter,#edutwitter [121] support,higher [121] list,higher [121] questions,support [121] order,thinking [121] thinking,questions [121] demand,lessons [121] use,list [121] lessons,students Top Word Pairs in Tweet in G3:
[418] #edtech,#teachertwitter [417] #teachertwitter,#edchat [415] youtube,video [415] turn,youtube [415] 10,seconds [415] saying,#edtech [415] seconds,saying [415] quizizz,quiz [415] video,quizizz [415] quiz,10 Top Word Pairs in Tweet in G4:
[44] #teachertwitter,#edutwitter [38] #edutwitter,#teachertwitter [22] projects,enter [22] oct,19 [22] classroom,wish [22] enter,#donorschoose [22] during,sweepstakes [22] thursday,during [22] enter,share [22] #donorschoose,project Top Word Pairs in Tweet in G5:
[88] children,learn [88] learn,best [88] teacher,likes [88] think,teacher [88] teacher,think [88] likes,#education [88] #education,#stem [88] best,teacher [88] #stem,#edtech [87] principal_h,children Top Word Pairs in Tweet in G6:
[102] absence,rates [102] improved,absence [102] schools,improved [102] filters,schools [101] #classact,cathnoakes [101] #cleantheairweshare,#classact [101] confirmation,#hepa [101] #hepa,filters [101] rates,#cleantheairweshare [100] cathnoakes,crbox Top Word Pairs in Tweet in G7:
[23] students,ieps [23] making,learning [23] learning,personal [21] #edchat,#edutwitter [20] #leadinclusion,#edleaders [19] #edutwitter,#educhat [18] #teachers,#udl [18] success,#edchat [18] #edleaders,#teachers [18] personal,steps Top Word Pairs in Tweet in G8:
[24] lucasjmaxwell,great [23] novaweetman,push [23] more,we've [23] great,piece [23] push,schedule [23] achieve,more [23] better,achieve [23] piece,novaweetman [23] schedule,students [23] students,better Top Word Pairs in Tweet in G9:
[32] pbs,newshour [32] newshour,classroom [30] daily,news [30] lessons,missed [30] missed,over [30] #backtoschool,pbs [30] over,summer [30] news,lessons [30] classroom,daily [19] newshourextra,#backtoschool Top Word Pairs in Tweet in G10:
[43] addition,library [43] educators,librarians [43] librarians,make [43] library,12 [43] teachers,educators [43] great,addition [43] make,great [41] itspossible_rod,teachers [31] #kidlit,#teachertwitter [28] 12,#teachers Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G8:
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: