The graph represents a network of 1,380 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, 16 April 2022 at 00:27 UTC.
The requested start date was Saturday, 16 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 102-day, 2-hour, 38-minute period from Sunday, 02 January 2022 at 20:31 UTC to Thursday, 14 April 2022 at 23:10 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 : 1380
Unique Edges : 794
Edges With Duplicates : 2757
Total Edges : 3551
Number of Edge Types : 5
Mentions : 582
Retweet : 900
MentionsInRetweet : 1105
Tweet : 908
Replies to : 56
Self-Loops : 933
Reciprocated Vertex Pair Ratio : 0.0649350649350649
Reciprocated Edge Ratio : 0.121951219512195
Connected Components : 380
Single-Vertex Connected Components : 189
Maximum Vertices in a Connected Component : 326
Maximum Edges in a Connected Component : 1401
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.701893
Graph Density : 0.000689430484177781
Modularity : 0.385936
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,380 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, 16 April 2022 at 00:27 UTC.
The requested start date was Saturday, 16 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 102-day, 2-hour, 38-minute period from Sunday, 02 January 2022 at 20:31 UTC to Thursday, 14 April 2022 at 23:10 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:
[134] website,#science [125] #science,#sciencestudent [112] #scienceteacher,#stem [100] science,teacher [90] #sciencestudent,#scienceteacher [78] #stem,#scicom [68] #scicom,#fashion [67] #science,#scienceteacher [67] #fashion,#lovescience [66] shirt,website Top Word Pairs in Tweet in G1:
[44] #scienceteacher,#scienceteaching [44] #scienceteaching,#scienceactivities [44] #scienceactivities,#sciencestations [44] #sciencestations,#sciencegames [44] #sciencegames,#sciencecenters [44] #sciencecenters,#texasscienceteacher [38] #texasscienceteacher,#iteachscience [37] #iteachscience,#handsonscience [33] #teacher,#teaching [31] #handsonscience,#teacherspayteachers Top Word Pairs in Tweet in G2:
[134] website,#science [125] #science,#sciencestudent [93] #scienceteacher,#stem [88] #sciencestudent,#scienceteacher [78] #stem,#scicom [68] #scicom,#fashion [67] #fashion,#lovescience [66] shirt,website [66] #sciencetwitter,#academictwitter [65] #lovescience,#phd Top Word Pairs in Tweet in G3:
[26] paper,ball [25] ball,run [19] #paperballrun,#fluorchallenge [18] engineering,challenge [17] 2022,12 [17] 12,fluor [17] fluor,engineering [16] march,20 [15] 2022,#paperballrun [15] 20,2022 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:
[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 G6:
[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 G7:
[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 G8:
[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 [10] browndoggadgets,teacher 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:
[4] stepped,comfort [4] comfort,zone [4] zone,took [4] took,leap [4] leap,submitted [4] submitted,presentation [4] presentation,la_believes [4] la_believes,teacher [4] teacher,leader [4] leader,summit Top Replied-To in Entire Graph:
Top Replied-To in G2:
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:
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: