The graph represents a network of 6,721 Twitter users whose recent tweets contained "#teachertwitter", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 26 September 2022 at 20:30 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 11-minute period from Sunday, 18 September 2022 at 00:15 UTC to Monday, 26 September 2022 at 19:26 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 : 6721
Unique Edges : 15162
Edges With Duplicates : 13134
Total Edges : 28296
Number of Edge Types : 5
Tweet : 2287
Retweet : 11497
MentionsInRetweet : 9566
Replies to : 1917
Mentions : 3029
Self-Loops : 2596
Reciprocated Vertex Pair Ratio : 0.0470616198229247
Reciprocated Edge Ratio : 0.0898927416151183
Connected Components : 923
Single-Vertex Connected Components : 504
Maximum Vertices in a Connected Component : 4542
Maximum Edges in a Connected Component : 25021
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.246145
Graph Density : 0.000390146201316414
Modularity : 0.477443
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 6,721 Twitter users whose recent tweets contained "#teachertwitter", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 26 September 2022 at 20:30 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 11-minute period from Sunday, 18 September 2022 at 00:15 UTC to Monday, 26 September 2022 at 19:26 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 : TwitterSearch
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:
[1626] #clearthelist,#teachertwitter [921] help,#clearthelist [763] please,help [756] #teachertwitter,#clearthelist [749] list,drop [661] #teachertwitter,#edchat [630] #edutwitter,#teachertwitter [585] drop,list [583] amazon,donorschoose [566] drop,lists Top Word Pairs in Tweet in G1:
[501] #teachertwitter,#edchat [258] #edchat,#teachertwitter [237] #edutwitter,#teachertwitter [234] #ela,#teachertwitter [210] #teachertwitter,#learning [194] #k12,#teachertwitter [187] create,30 [187] 30,kids [187] kids,#writing [187] #writing,challenge Top Word Pairs in Tweet in G2:
[1538] #clearthelist,#teachertwitter [912] help,#clearthelist [742] list,drop [738] please,help [706] #teachertwitter,#clearthelist [580] drop,list [568] amazon,donorschoose [555] drop,lists [530] #teachertwitter,drop [417] 2x,match Top Word Pairs in Tweet in G3:
[56] #edutwitter,#teachertwitter [38] #teachertwitter,#edutwitter [34] #teachertwitter,#teachers [28] #teachers,#teachertwitter [27] #gifts,#gift [26] #quotesoftheday,#teacher [26] #teacher,#homeschool [26] #homeschool,#teachertwitter [26] #teachertwitter,#notetoself [26] #notetoself,#planner Top Word Pairs in Tweet in G4:
[190] #mglit,#kidlit [188] win,signed [186] friend,ends [184] chance,win [182] happy,4th [182] 4th,birthday [182] birthday,property [182] property,rebel [182] rebel,librarian [182] librarian,celebrating Top Word Pairs in Tweet in G5:
[102] friend,ends [101] #teacher,friend [101] #clearthelist,giveaway [101] giveaway,#teachertwitter [100] #teachertwitter,giving [100] giving,teacher [100] teacher,chance [100] chance,clear [100] clear,amazon [100] amazon,classroom Top Word Pairs in Tweet in G6:
[79] #teachertwitter,#edchat [58] include,#studentchoice [58] #studentchoice,instruction [58] instruction,grahnforlang's [58] grahnforlang's,exit [58] exit,ticket [58] ticket,empowers [58] empowers,ss [58] ss,pick [58] pick,reflect Top Word Pairs in Tweet in G7:
[74] #specialeducation,#teachertwitter [64] #sped,#cte [62] #cte,#autism [50] #autism,#stem [40] #sped,#autism [38] #autism,#cte [31] #leadership,#sped [31] #edutwitter,#teachertwitter [28] #education,#teacher [28] #teachertwitter,#specialeducation Top Word Pairs in Tweet in G8:
[89] #teachertwitter,#edutwitter [76] teachers,educators [76] educators,librarians [76] great,addition [76] addition,library [76] library,12 [76] 12,#teachertwitter [76] consider,putting [76] #donorschoose,available [76] available,#amazon Top Word Pairs in Tweet in G9:
[38] question,#teachertwitter [38] #teachertwitter,greet [38] greet,students [38] students,door [38] door,please [38] please,know [38] know,grade [38] grade,teach [38] teach,answer [19] #edutwitter,#teachertwitter Top Word Pairs in Tweet in G10:
[26] #teachertwitter,#teachersoftwitter [24] apple,spotify [24] spotify,youtube [24] youtube,#teachbetter [21] episode,ep [21] #teachbetter,#teachertwitter [21] #edchat,#education [19] #education,#k12 [16] need,assistance [16] assistance,students 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 G6:
Top Replied-To in G7:
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: