The graph represents a network of 1,506 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, 14 May 2022 at 00:58 UTC.
The requested start date was Saturday, 14 May 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 100-day, 23-hour, 10-minute period from Tuesday, 01 February 2022 at 00:30 UTC to Thursday, 12 May 2022 at 23:41 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 : 1506
Unique Edges : 773
Edges With Duplicates : 3132
Total Edges : 3905
Number of Edge Types : 5
Mentions : 636
Retweet : 1017
MentionsInRetweet : 1206
Tweet : 985
Replies to : 61
Self-Loops : 1006
Reciprocated Vertex Pair Ratio : 0.0567164179104478
Reciprocated Edge Ratio : 0.107344632768362
Connected Components : 390
Single-Vertex Connected Components : 190
Maximum Vertices in a Connected Component : 386
Maximum Edges in a Connected Component : 1614
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.645592
Graph Density : 0.000624743550714087
Modularity : 0.377252
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,506 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, 14 May 2022 at 00:58 UTC.
The requested start date was Saturday, 14 May 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 100-day, 23-hour, 10-minute period from Tuesday, 01 February 2022 at 00:30 UTC to Thursday, 12 May 2022 at 23:41 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:
[160] website,#science [129] #science,#sciencestudent [112] #scienceteacher,#stem [110] science,teacher [93] #sciencestudent,#scienceteacher [74] shirt,website [73] #stem,#scicom [66] #lovescience,#phd [65] #scienceteaching,#scienceactivities [64] #scienceteacher,#scienceteaching Top Word Pairs in Tweet in G1:
[64] #scienceteacher,#scienceteaching [64] #scienceteaching,#scienceactivities [64] #scienceactivities,#sciencestations [64] #sciencestations,#sciencegames [64] #sciencegames,#sciencecenters [63] #sciencecenters,#texasscienceteacher [53] #texasscienceteacher,#iteachscience [52] #iteachscience,#handsonscience [44] #teacher,#teaching [41] #handsonscience,#teacherspayteachers Top Word Pairs in Tweet in G2:
[155] website,#science [125] #science,#sciencestudent [94] #scienceteacher,#stem [89] #sciencestudent,#scienceteacher [73] shirt,website [73] #stem,#scicom [66] #lovescience,#phd [63] #academictwitter,#gradschool [62] #scicom,#fashion [62] #sciencetwitter,#academictwitter Top Word Pairs in Tweet in G3:
[18] #paperballrun,#fluorchallenge [17] paper,ball [16] ball,run [15] march,20 [15] 20,2022 [14] 2022,#paperballrun [12] accepted,march [11] #stem,#scienceteacher [11] hands,#stem [11] #stem,activity Top Word Pairs in Tweet in G4:
[58] finally,reached [58] reached,50 [58] 50,activities [58] activities,#scienceclub [58] #scienceclub,powerpoint [58] powerpoint,thought [58] thought,time [58] time,upload [57] paul_sciteach,finally 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:
[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 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:
[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 G9:
[5] know,comics [5] comics,free [5] free,downloads [5] downloads,#scienceteachers [5] #scienceteachers,#scienceclass [5] #scienceclass,#scienceteacher [4] doodlebugkry,know [4] #scienceteacher,# [4] horizon,research [4] research,recruiting Top Word Pairs in Tweet in G10:
[6] hi,#scienceteacher [6] #scienceteacher,friends [6] friends,#houston [6] #houston,expand [6] expand,teacher [6] teacher,pln [6] pln,come [6] come,meet [6] rickettsdeirdre,bostonwhitnee [4] hisd_elemsci,alliantgroup Top Replied-To in Entire Graph:
Top Replied-To in G4:
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:
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: