The graph represents a network of 1,734 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, 04 June 2022 at 00:59 UTC.
The requested start date was Saturday, 04 June 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, 23-hour, 18-minute period from Tuesday, 01 February 2022 at 00:30 UTC to Thursday, 02 June 2022 at 23:49 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 : 1734
Unique Edges : 979
Edges With Duplicates : 3623
Total Edges : 4602
Number of Edge Types : 5
Mentions : 802
Retweet : 1141
MentionsInRetweet : 1436
Tweet : 1147
Replies to : 76
Self-Loops : 1171
Reciprocated Vertex Pair Ratio : 0.0555212831585441
Reciprocated Edge Ratio : 0.105201636469901
Connected Components : 444
Single-Vertex Connected Components : 220
Maximum Vertices in a Connected Component : 440
Maximum Edges in a Connected Component : 1896
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.634354
Graph Density : 0.000569380190893777
Modularity : 0.385265
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,734 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, 04 June 2022 at 00:59 UTC.
The requested start date was Saturday, 04 June 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, 23-hour, 18-minute period from Tuesday, 01 February 2022 at 00:30 UTC to Thursday, 02 June 2022 at 23:49 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:
[173] website,#science [134] #science,#sciencestudent [123] science,teacher [117] #scienceteacher,#stem [99] #sciencestudent,#scienceteacher [80] #scienceteaching,#scienceactivities [79] #scienceteacher,#scienceteaching [79] #scienceactivities,#sciencestations [79] #sciencestations,#sciencegames [79] #sciencegames,#sciencecenters Top Word Pairs in Tweet in G1:
[79] #scienceteacher,#scienceteaching [79] #scienceteaching,#scienceactivities [79] #scienceactivities,#sciencestations [79] #sciencestations,#sciencegames [79] #sciencegames,#sciencecenters [78] #sciencecenters,#texasscienceteacher [63] #texasscienceteacher,#iteachscience [62] #iteachscience,#handsonscience [56] #teacher,#teaching [51] #handsonscience,#teacherspayteachers Top Word Pairs in Tweet in G2:
[168] website,#science [130] #science,#sciencestudent [99] #scienceteacher,#stem [94] #sciencestudent,#scienceteacher [77] #stem,#scicom [76] shirt,website [70] #lovescience,#phd [67] #academictwitter,#gradschool [66] #sciencetwitter,#academictwitter [65] #scicom,#fashion Top Word Pairs in Tweet in G3:
[22] #edutwitter,#scienceteacher [21] looking,teacher [16] come,join [16] join,amazing [16] amazing,science [16] science,department [16] department,physics [16] physics,team [16] team,genuinely [16] genuinely,knowledgeable Top Word Pairs in Tweet in G4:
[18] #paperballrun,#fluorchallenge [17] paper,ball [16] ball,run [15] march,20 [15] 20,2022 [15] #stem,#scienceteacher [14] 2022,#paperballrun [12] accepted,march [12] science,class [11] #stem,activity Top Word Pairs in Tweet in G5:
[60] finally,reached [60] reached,50 [60] 50,activities [60] activities,#scienceclub [60] #scienceclub,powerpoint [60] powerpoint,thought [60] thought,time [60] time,upload [59] paul_sciteach,finally Top Word Pairs in Tweet in G6:
[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 G7:
[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 [4] science63424214,renatekuenast [4] renatekuenast,_martinhagen Top Word Pairs in Tweet in G8:
[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 G9:
[6] rickettsdeirdre,bostonwhitnee [6] hi,#scienceteacher [6] #scienceteacher,friends [6] friends,#houston [6] #houston,expand [6] expand,teacher [6] teacher,pln [6] pln,come [6] come,meet [4] hisd_elemsci,alliantgroup Top Word Pairs in Tweet in G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
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:
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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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: