The graph represents a network of 1,854 Twitter users whose tweets in the requested range contained "scienceteacher", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 09 July 2022 at 00:59 UTC.
The requested start date was Saturday, 09 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 128-day, 10-hour, 25-minute period from Tuesday, 01 March 2022 at 08:40 UTC to Thursday, 07 July 2022 at 19:05 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 : 1854
Unique Edges : 1026
Edges With Duplicates : 3806
Total Edges : 4832
Number of Edge Types : 5
Retweet : 1255
MentionsInRetweet : 1561
Tweet : 1163
Mentions : 779
Replies to : 74
Self-Loops : 1185
Reciprocated Vertex Pair Ratio : 0.0534608891389983
Reciprocated Edge Ratio : 0.101495726495726
Connected Components : 435
Single-Vertex Connected Components : 220
Maximum Vertices in a Connected Component : 593
Maximum Edges in a Connected Component : 2316
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.964568
Graph Density : 0.0005449048774226
Modularity : 0.393823
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,854 Twitter users whose tweets in the requested range contained "scienceteacher", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 09 July 2022 at 00:59 UTC.
The requested start date was Saturday, 09 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 128-day, 10-hour, 25-minute period from Tuesday, 01 March 2022 at 08:40 UTC to Thursday, 07 July 2022 at 19:05 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 : GraphServerTwitterSearch
Graph Term : scienceteacher
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:
[189] website,#science [123] #science,#sciencestudent [116] science,teacher [114] #scienceteacher,#stem [107] few,requests [107] requests,#reciprocalreading [107] #reciprocalreading,sheets [107] sheets,people [107] people,decided [107] decided,easier Top Word Pairs in Tweet in G1:
[94] #scienceteacher,#scienceteaching [94] #scienceteaching,#scienceactivities [94] #scienceactivities,#sciencestations [93] #sciencestations,#sciencegames [93] #sciencegames,#sciencecenters [85] #sciencecenters,#texasscienceteacher [70] #texasscienceteacher,#iteachscience [67] #iteachscience,#handsonscience [66] #teacherspayteachers,#teachersfollowteachers [65] #teacher,#teaching Top Word Pairs in Tweet in G2:
[104] few,requests [104] requests,#reciprocalreading [104] #reciprocalreading,sheets [104] sheets,people [104] people,decided [104] decided,easier [104] easier,create [104] create,google [104] google,drive [103] paul_sciteach,few Top Word Pairs in Tweet in G3:
[184] website,#science [119] #science,#sciencestudent [96] #scienceteacher,#stem [90] #sciencestudent,#scienceteacher [79] #stem,#scicom [73] #sciencetwitter,#academictwitter [73] #academictwitter,#gradschool [70] #lovescience,#phd [65] shirt,website [64] #science,#fashion Top Word Pairs in Tweet in G4:
[18] #paperballrun,#fluorchallenge [15] march,20 [15] 20,2022 [14] #stem,activity [14] 2022,#paperballrun [14] #stem,#scienceteacher [13] part,make [12] science,class [12] accepted,march [12] science,buddies Top Word Pairs in Tweet in G5:
[37] make,difference [30] pharmacologist,pharmacologists [30] pharmacologists,make [30] difference,people [30] people,lives [30] lives,making [30] making,discovering [30] discovering,drugs [29] britpharmsoc,pharmacologist [29] drugs,tr Top Word Pairs in Tweet in G6:
[9] frau_lange,_martinhagen [9] _martinhagen,br24 [9] br24,scienceteacher [8] mumisthebest2,francislreid [7] francislreid,scienceteacher [5] science63424214,frau_lange [4] nanaimadiamond,frau_lange [4] raevennz,mumisthebest2 [3] principal,fob [2] man,scienceteacher Top Word Pairs in Tweet in G7:
[22] working,teachers [22] teachers,ask [22] ask,resources [22] resources,#classroommanagement [22] #classroommanagement,used [22] used,harry [22] harry,wong [21] wilkinson_stem,working [21] wong,youtube [19] paper,circuits Top Word Pairs in Tweet in G8:
[14] two,years [14] years,virtual [14] virtual,learning [14] learning,students [14] students,need [14] need,communication [14] communication,interaction [14] interaction,project [14] project,help [14] help,support Top Word Pairs in Tweet in G9:
[39] started,dream [39] dream,plan [39] plan,developed [39] developed,work [39] work,started [39] ve,gotten [39] gotten,destination [38] 1achabu,started [38] started,ve [37] destination,defini Top Word Pairs in Tweet in G10:
[6] rickettsdeirdre,bostonwhitnee [4] hi,#scienceteacher [4] #scienceteacher,friends [4] friends,#houston [4] #houston,expand [4] expand,teacher [4] teacher,pln [4] pln,come [4] come,meet [3] hisd_elemsci,rickettsdeirdre Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G10:
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:
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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: