The graph represents a network of 1,483 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, 23 April 2022 at 00:58 UTC.
The requested start date was Saturday, 23 April 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 109-day, 0-hour, 27-minute period from Sunday, 02 January 2022 at 20:31 UTC to Thursday, 21 April 2022 at 20:59 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 : 1483
Unique Edges : 845
Edges With Duplicates : 2954
Total Edges : 3799
Number of Edge Types : 5
Tweet : 969
Retweet : 972
MentionsInRetweet : 1182
Mentions : 618
Replies to : 58
Self-Loops : 996
Reciprocated Vertex Pair Ratio : 0.0618401206636501
Reciprocated Edge Ratio : 0.116477272727273
Connected Components : 398
Single-Vertex Connected Components : 197
Maximum Vertices in a Connected Component : 358
Maximum Edges in a Connected Component : 1598
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.721424
Graph Density : 0.000640638891694717
Modularity : 0.386946
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,483 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, 23 April 2022 at 00:58 UTC.
The requested start date was Saturday, 23 April 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 109-day, 0-hour, 27-minute period from Sunday, 02 January 2022 at 20:31 UTC to Thursday, 21 April 2022 at 20:59 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:
[156] website,#science [132] #science,#sciencestudent [125] science,teacher [118] #scienceteacher,#stem [95] #sciencestudent,#scienceteacher [82] #stem,#scicom [76] #science,#scienceteacher [74] shirt,website [71] #scicom,#fashion [70] #fashion,#lovescience Top Word Pairs in Tweet in G1:
[49] #scienceteacher,#scienceteaching [49] #scienceteaching,#scienceactivities [49] #scienceactivities,#sciencestations [49] #sciencestations,#sciencegames [49] #sciencegames,#sciencecenters [49] #sciencecenters,#texasscienceteacher [43] #texasscienceteacher,#iteachscience [42] #iteachscience,#handsonscience [36] #handsonscience,#teacherspayteachers [36] #teacherspayteachers,#teachersfollowteachers Top Word Pairs in Tweet in G2:
[154] website,#science [131] #science,#sciencestudent [98] #scienceteacher,#stem [93] #sciencestudent,#scienceteacher [82] #stem,#scicom [74] shirt,website [71] #scicom,#fashion [70] #fashion,#lovescience [70] #sciencetwitter,#academictwitter [69] #lovescience,#phd Top Word Pairs in Tweet in G3:
[25] paper,ball [24] ball,run [18] #paperballrun,#fluorchallenge [18] engineering,challenge [17] 2022,12 [17] 12,fluor [17] fluor,engineering [15] march,20 [15] 20,2022 [14] 2022,#paperballrun Top Word Pairs in Tweet in G4:
[18] #edutwitter,#scienceteacher [16] come,join [16] join,amazing [16] amazing,science [16] science,department [16] department,physics [16] physics,team [16] team,genuinely [16] genuinely,knowledgeable [16] knowledgeable,worked 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:
[4] science63424214,renatekuenast [4] renatekuenast,_martinhagen [4] _martinhagen,kathaschulze [2] science63424214,tobiaseisenhut [2] tobiaseisenhut,scienceteacher [2] science63424214,blubby2106 [2] blubby2106,meamz_de [2] meamz_de,moogoonoog [2] moogoonoog,abumtadir [2] abumtadir,_martinhagen 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:
[14] #science,#scienceteacher [11] teacher,librarian [11] librarian,looking [11] looking,fun [11] fun,stem [11] stem,activities [11] activities,camps [11] camps,school [11] school,programs [11] programs,we've 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] kid,went [4] went,liking [4] liking,math [4] math,right Top Word Pairs in Tweet in G10:
[32] teacher,apron [30] science,apron [30] apron,science [30] science,teacher [30] apron,female [30] female,scientist [30] scientist,utility [30] utility,apron [25] excited,share [25] share,item Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
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: