The graph represents a network of 1,621 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, 21 May 2022 at 00:58 UTC.
The requested start date was Saturday, 21 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 108-day, 0-hour, 19-minute period from Tuesday, 01 February 2022 at 00:30 UTC to Friday, 20 May 2022 at 00:50 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 : 1621
Unique Edges : 840
Edges With Duplicates : 3379
Total Edges : 4219
Number of Edge Types : 5
Mentions : 725
Retweet : 1080
MentionsInRetweet : 1291
Tweet : 1052
Replies to : 71
Self-Loops : 1075
Reciprocated Vertex Pair Ratio : 0.0558235699517574
Reciprocated Edge Ratio : 0.105744125326371
Connected Components : 418
Single-Vertex Connected Components : 205
Maximum Vertices in a Connected Component : 413
Maximum Edges in a Connected Component : 1745
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.698535
Graph Density : 0.000583392358017075
Modularity : 0.377436
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,621 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, 21 May 2022 at 00:58 UTC.
The requested start date was Saturday, 21 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 108-day, 0-hour, 19-minute period from Tuesday, 01 February 2022 at 00:30 UTC to Friday, 20 May 2022 at 00:50 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:
[165] website,#science [131] #science,#sciencestudent [118] science,teacher [114] #scienceteacher,#stem [95] #sciencestudent,#scienceteacher [76] shirt,website [75] #stem,#scicom [70] #scienceteaching,#scienceactivities [69] #scienceteacher,#scienceteaching [69] #scienceactivities,#sciencestations Top Word Pairs in Tweet in G1:
[69] #scienceteacher,#scienceteaching [69] #scienceteaching,#scienceactivities [69] #scienceactivities,#sciencestations [69] #sciencestations,#sciencegames [69] #sciencegames,#sciencecenters [68] #sciencecenters,#texasscienceteacher [57] #texasscienceteacher,#iteachscience [56] #iteachscience,#handsonscience [48] #teacher,#teaching [45] #handsonscience,#teacherspayteachers Top Word Pairs in Tweet in G2:
[160] website,#science [127] #science,#sciencestudent [96] #scienceteacher,#stem [91] #sciencestudent,#scienceteacher [75] #stem,#scicom [75] shirt,website [68] #lovescience,#phd [65] #academictwitter,#gradschool [64] #scicom,#fashion [64] #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 [13] #stem,#scienceteacher [12] accepted,march [11] hands,#stem [11] #stem,activity Top Word Pairs in Tweet in G4:
[59] finally,reached [59] reached,50 [59] 50,activities [59] activities,#scienceclub [59] #scienceclub,powerpoint [59] powerpoint,thought [59] thought,time [59] time,upload [58] 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:
[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 G7:
[17] #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 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] 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 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] tomorrow,last [4] last,day [4] day,submit [4] submit,proposal Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G6:
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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: