The graph represents a network of 1,775 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, 02 July 2022 at 00:59 UTC.
The requested start date was Saturday, 02 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 121-day, 14-hour, 2-minute period from Tuesday, 01 March 2022 at 08:40 UTC to Thursday, 30 June 2022 at 22:43 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 : 1775
Unique Edges : 968
Edges With Duplicates : 3657
Total Edges : 4625
Number of Edge Types : 5
Mentions : 748
Retweet : 1204
MentionsInRetweet : 1493
Tweet : 1112
Replies to : 68
Self-Loops : 1134
Reciprocated Vertex Pair Ratio : 0.0547293277810827
Reciprocated Edge Ratio : 0.103778905809363
Connected Components : 421
Single-Vertex Connected Components : 214
Maximum Vertices in a Connected Component : 541
Maximum Edges in a Connected Component : 2139
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.051402
Graph Density : 0.000563062705432142
Modularity : 0.391633
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,775 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, 02 July 2022 at 00:59 UTC.
The requested start date was Saturday, 02 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 121-day, 14-hour, 2-minute period from Tuesday, 01 March 2022 at 08:40 UTC to Thursday, 30 June 2022 at 22:43 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:
[185] website,#science [119] #science,#sciencestudent [110] science,teacher [110] #scienceteacher,#stem [106] few,requests [106] requests,#reciprocalreading [106] #reciprocalreading,sheets [106] sheets,people [106] people,decided [106] decided,easier Top Word Pairs in Tweet in G1:
[89] #scienceteacher,#scienceteaching [89] #scienceteaching,#scienceactivities [89] #scienceactivities,#sciencestations [88] #sciencestations,#sciencegames [88] #sciencegames,#sciencecenters [85] #sciencecenters,#texasscienceteacher [67] #iteachscience,#handsonscience [66] #texasscienceteacher,#iteachscience [62] #handsonscience,#teacherspayteachers [62] #teacherspayteachers,#teachersfollowteachers Top Word Pairs in Tweet in G2:
[103] few,requests [103] requests,#reciprocalreading [103] #reciprocalreading,sheets [103] sheets,people [103] people,decided [103] decided,easier [103] easier,create [103] create,google [103] google,drive [102] paul_sciteach,few Top Word Pairs in Tweet in G3:
[180] website,#science [116] #science,#sciencestudent [100] #scienceteacher,#stem [88] #sciencestudent,#scienceteacher [76] #stem,#scicom [70] #sciencetwitter,#academictwitter [70] #academictwitter,#gradschool [67] #lovescience,#phd [63] shirt,website [62] #science,#fashion Top Word Pairs in Tweet in G4:
[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 G5:
[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 [20] paper,circuits 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] science63424214,tobiaseisenhut Top Word Pairs in Tweet in G7:
[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 G8:
[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 Word Pairs in Tweet in G9:
[5] know,comics [5] comics,free [5] free,downloads [5] downloads,#scienceteachers [5] #scienceteachers,#scienceclass [5] #scienceclass,#scienceteacher [4] kind,engineering [4] engineering,factors [4] factors,penguins [4] penguins,ice Top Word Pairs in Tweet in G10:
[21] looking,teacher [18] #edutwitter,#scienceteacher [15] scalby,school [15] school,scalbyschool [15] scalbyschool,looking [15] teacher,science [15] science,add [15] add,academic [15] academic,team [15] team,working Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G8:
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: