The graph represents a network of 4,966 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 8/19/2023 8:52:08 AM and 8/26/2023 8:52:08 AM. The network was obtained from Twitter on Saturday, 26 August 2023 at 19:06 UTC.
The tweets in the network were tweeted over the 1143-day, 8-hour, 51-minute period from Thursday, 09 July 2020 at 06:59 UTC to Saturday, 26 August 2023 at 15:50 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 : 4966
Unique Edges : 10617
Edges With Duplicates : 7376
Total Edges : 17993
Number of Edge Types : 9
Quote : 492
Retweet : 9082
MentionsInRetweet : 3719
Tweet : 1742
Mentions : 1465
Replies to : 550
MentionsInReplyTo : 675
MentionsInQuote : 264
MentionsInQuoteReply : 4
Self-Loops : 2434
Reciprocated Vertex Pair Ratio : 0.040527640371431
Reciprocated Edge Ratio : 0.0778982485404504
Connected Components : 574
Single-Vertex Connected Components : 330
Maximum Vertices in a Connected Component : 3670
Maximum Edges in a Connected Component : 15979
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.393902
Graph Density : 0.000486287621891298
Modularity : 0.45763
NodeXL Version : 1.0.1.520
Data Import : The graph represents a network of 4,966 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 8/19/2023 8:52:08 AM and 8/26/2023 8:52:08 AM. The network was obtained from Twitter on Saturday, 26 August 2023 at 19:06 UTC.
The tweets in the network were tweeted over the 1143-day, 8-hour, 51-minute period from Thursday, 09 July 2020 at 06:59 UTC to Saturday, 26 August 2023 at 15:50 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:
[831] drop,list [715] list,drop [592] hey,#teachertwitter [491] #clearthelist,#teachertwitter [454] list,below [429] please,help [414] need,help [411] steelcityhelps,hey [403] help,#clearthelist [366] drop,lists Top Word Pairs in Tweet in G1:
[690] drop,list [679] list,drop [397] #clearthelist,#teachertwitter [391] hey,#teachertwitter [378] please,help [374] need,help [366] help,#clearthelist [350] drop,lists [322] list,below [304] feel,free Top Word Pairs in Tweet in G2:
[156] develop,students' [156] open,ended [156] reasoning,ability [156] critical,thinking [156] creativity,reasoning [156] curiosity,creativity [156] asking,open [156] students',curiosity [156] ability,independence [156] help,develop Top Word Pairs in Tweet in G3:
[199] back,school [182] giving,away [165] chance,win [164] #teachertwitter,let's [163] cards,follow [163] wishlists,cleared [163] enter,chance [163] those,wishlists [163] cleared,enter [163] win,200 Top Word Pairs in Tweet in G4:
[36] #edutwitter,#teachertwitter [31] #teachertwitter,#teachersoftwitter [25] #teachersoftwitter,#teachertwitter [20] #teachertwitter,#edutwitter [19] back,school [18] school,year [17] #teachertwitter,#teachers [16] #teacher,#teachertwitter [13] #teachers,#teachertwitter [13] #clearthelist,#teachertwitter Top Word Pairs in Tweet in G5:
[158] hey,#teachertwitter [135] steelcityhelps,hey [129] drop,list [124] list,below [122] still,items [120] below,still [120] recently,drop [120] getting,cleared [120] seen,many [120] #teachertwitter,ve Top Word Pairs in Tweet in G6:
[238] #teachertwitter,#teachersoftwitter [230] #teachersoftwitter,#clearthelist [230] #clearthelist,#clearthelist2023 [142] teacherrelated,#teachertwitter [22] true,#teachertwitter [21] teacherrelated,true [14] accurate,#teachertwitter [13] facts,#teachertwitter [11] teacherrelated,accurate [10] teaching,methods Top Word Pairs in Tweet in G7:
[16] #edutwitter,#teachertwitter [14] book,creator [11] day,one [11] one,first [11] first,days [11] school,bundle [11] bundle,classtechtips [11] empower,students [11] students,day [11] days,school Top Word Pairs in Tweet in G8:
[33] hope,make [32] shift,hope [32] canvas,each [32] extensively,updating [32] one,shift [32] based,feedback [32] week,one [32] make,year [32] updating,canvas [32] each,week Top Word Pairs in Tweet in G9:
[20] book,visit [20] visit,info [19] see,dm [19] dm,book [15] #librarytwitter,#edutwitter [13] info,#ffbteachers [12] nealzetterpoet,#poem [11] #ffbteachers,#librarytwitter [10] ',see [10] 'space,' Top Word Pairs in Tweet in G10:
[43] #leadinclusion,#edleaders [40] #udl,#teachertwitter [39] #edleaders,#educators [39] #educators,#udl [28] succeed,#leadinclusion [28] inclusion,means [28] belong,learn [28] learn,succeed [28] means,#all [28] #all,belong Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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: