The graph represents a network of 2,334 Twitter users whose recent tweets contained "#teaching", 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 9/20/2023 7:44:49 PM and 9/27/2023 7:44:49 PM. The network was obtained from Twitter on Thursday, 28 September 2023 at 03:16 UTC.
The tweets in the network were tweeted over the 2075-day, 19-hour, 18-minute period from Sunday, 21 January 2018 at 07:00 UTC to Thursday, 28 September 2023 at 02:19 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 : 2334
Unique Edges : 2207
Edges With Duplicates : 1098
Total Edges : 3305
Number of Edge Types : 8
Tweet : 1184
Retweet : 985
Quote : 52
Replies to : 56
MentionsInRetweet : 303
Mentions : 610
MentionsInQuote : 47
MentionsInReplyTo : 68
Self-Loops : 1332
Reciprocated Vertex Pair Ratio : 0.0421865715983363
Reciprocated Edge Ratio : 0.080957810718358
Connected Components : 912
Single-Vertex Connected Components : 517
Maximum Vertices in a Connected Component : 347
Maximum Edges in a Connected Component : 615
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.355559
Graph Density : 0.000322117261702094
Modularity : 0.610012
NodeXL Version : 1.0.1.522
Data Import : The graph represents a network of 2,334 Twitter users whose recent tweets contained "#teaching", 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 9/20/2023 7:44:49 PM and 9/27/2023 7:44:49 PM. The network was obtained from Twitter on Thursday, 28 September 2023 at 03:16 UTC.
The tweets in the network were tweeted over the 2075-day, 19-hour, 18-minute period from Sunday, 21 January 2018 at 07:00 UTC to Thursday, 28 September 2023 at 02:19 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 : #teaching
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[211] #teaching,#learning [99] #teaching,#edutwitter [97] #education,#teaching [88] websites,students [88] camp,#teaching [88] research,websites [88] reboot,camp [88] engines,research [88] teacher,reboot [88] safe,search Top Word Pairs in Tweet in G1:
[42] #education,#teaching [40] #teaching,#learning [35] #onlinelearning,#students [33] #students,#teachers [33] #tuition,#onlinelearning [31] #studying,#teaching [30] #teaching,#education [30] #education,#tuition [28] #teaching,#tutor [28] #learning,#studying Top Word Pairs in Tweet in G2:
[93] #teaching,#edutwitter [87] search,engines [87] research,websites [87] websites,students [87] safe,search [87] camp,#teaching [87] reboot,camp [87] students,teacher [87] engines,research [87] teacher,reboot Top Word Pairs in Tweet in G3:
[19] #teaching,#education [15] use,teaching [14] graphic,organizers [12] checked,graphic [12] missing,#frayermodel [12] organizers,missing [12] haven't,checked [12] #frayermodel,perfect [11] bookcreatorapp,haven't [10] #teaching,#edchat Top Word Pairs in Tweet in G4:
[2] runclouds,ladywiseworld [2] debryan96962349,lisatruthjohns [2] high,alert [2] times,students [2] lisatruthjohns,reeves5150 [2] corner,newsletter [2] mukulnandi1972,runclouds [2] alert,read [2] need,high [2] article,corner Top Word Pairs in Tweet in G5:
[12] teacher,training [10] exchange,teacher [6] y2,conference [6] townprimary,second [6] ect,y2 [6] second,ect [6] inspirational,keynote [6] honeybone,townprimary [6] re,delighted [6] welcome,helena Top Word Pairs in Tweet in G6:
[29] #ingilizce,#vocab [29] #grammar,#ingilizce [29] #vocabulary,#grammar [28] #vocab,#learning [15] #learning,#learnenglish [15] #prepositions,#proverb [15] #proverb,#idioms [14] evrenkntenglish,#english [14] #speakenglish,#vocabulary [14] #vocabulaire,#vocabulary Top Word Pairs in Tweet in G7:
[20] #geospatial,#datascience [19] apply,permanent [18] #datascience,#gis [18] lectureship,#geospatial [18] few,days [18] #gis,american [18] permanent,lectureship [18] days,apply [18] american,system [17] system,woul Top Word Pairs in Tweet in G8:
[3] accounts,week [3] week,#teaching [3] #education,accounts [3] #teaching,#backtoschool [3] take,leap [2] culture,innovation [2] ignite,culture [2] #tlap,#dbcincbooks [2] beautifully,brings [2] leap,ignite Top Word Pairs in Tweet in G9:
[3] training,lead [3] better,teaching [3] learning,schools [3] more,learning [3] equity,training [3] schools,know [3] lead,better [3] teaching,more [2] sat,shorter [2] works,waste Top Word Pairs in Tweet in G10:
[4] self,reflection [3] felicia131,fdwhite02 [3] tips,#206 [3] reflection,tips [3] education,reflection [3] use,promote [3] reflection,brownwarrens [3] brownwarrens,felicia131 [3] #206,tools [3] tools,use Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G5:
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: