The graph represents a network of 1,350 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, 19 March 2022 at 00:27 UTC.
The requested start date was Saturday, 19 March 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 106-day, 20-hour, 13-minute period from Wednesday, 01 December 2021 at 01:01 UTC to Thursday, 17 March 2022 at 21:15 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 : 1350
Unique Edges : 808
Edges With Duplicates : 2635
Total Edges : 3443
Number of Edge Types : 5
Tweet : 860
Retweet : 867
MentionsInRetweet : 1114
Mentions : 552
Replies to : 50
Self-Loops : 884
Reciprocated Vertex Pair Ratio : 0.0637610976594027
Reciprocated Edge Ratio : 0.119878603945372
Connected Components : 369
Single-Vertex Connected Components : 168
Maximum Vertices in a Connected Component : 277
Maximum Edges in a Connected Component : 1311
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.825278
Graph Density : 0.00072371852950059
Modularity : 0.395366
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,350 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, 19 March 2022 at 00:27 UTC.
The requested start date was Saturday, 19 March 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 106-day, 20-hour, 13-minute period from Wednesday, 01 December 2021 at 01:01 UTC to Thursday, 17 March 2022 at 21:15 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:
[132] #science,#sciencestudent [116] #scienceteacher,#stem [108] website,#science [98] #sciencestudent,#scienceteacher [88] #stem,#scicom [83] science,teacher [82] #science,#scienceteacher [73] #lovescience,#phd [72] #sciencetwitter,#academictwitter [68] #academictwitter,#gradschool Top Word Pairs in Tweet in G1:
[36] #scienceteacher,#scienceteaching [36] #scienceteaching,#scienceactivities [36] #scienceactivities,#sciencestations [36] #sciencestations,#sciencegames [35] #sciencegames,#sciencecenters [32] #sciencecenters,#texasscienceteacher [28] #teacher,#teaching [25] #texasscienceteacher,#iteachscience [24] #iteachscience,#handsonscience [23] #handsonscience,#teacherspayteachers Top Word Pairs in Tweet in G2:
[25] paper,ball [24] ball,run [17] engineering,challenge [16] 2022,12 [16] 12,fluor [16] fluor,engineering [13] #engineering,design [13] year's,paper [13] run,challenge [11] #scienceteacher,#stem Top Word Pairs in Tweet in G3:
[132] #science,#sciencestudent [108] website,#science [98] #sciencestudent,#scienceteacher [97] #scienceteacher,#stem [88] #stem,#scicom [73] #lovescience,#phd [72] #sciencetwitter,#academictwitter [68] #academictwitter,#gradschool [65] #scicom,#fashion [65] #fashion,#lovescience Top Word Pairs in Tweet in G4:
[36] make,difference [29] pharmacologist,pharmacologists [29] pharmacologists,make [29] difference,people [29] people,lives [29] lives,making [29] making,discovering [29] discovering,drugs [28] britpharmsoc,pharmacologist [28] drugs,tr Top Word Pairs in Tweet in G5:
[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 G6:
[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 [15] sarahcomfort1,come Top Word Pairs in Tweet in G7:
[7] #stem,lessons [5] having,wonderful [5] wonderful,time [5] time,printer [5] printer,students [5] students,amazed [5] amazed,time [5] time,running [4] mimiostem,having [4] level,#stem Top Word Pairs in Tweet in G8:
[5] happy,#stpatricksday [5] #stpatricksday,team [5] team,hoping [5] hoping,nice [5] nice,sunny [5] sunny,holiday [5] holiday,pic [5] very,happy [5] happy,more [5] more,scienceirel Top Word Pairs in Tweet in G9:
[10] #edutwitter,#scienceteacher [7] science,teachers [6] #edutwitter,#teachertwitter [6] #scienceteacher,#edutwitter [6] successful,steps [6] steps,teaching [6] teaching,vocabulary [6] vocabulary,science [6] science,student [6] student,friendly Top Word Pairs in Tweet in G10:
[9] #ngss,#scienceteacher [9] flameless,heater [6] openscied,unit [6] isn,best [6] best,example [6] example,favorite [6] favorite,part [6] part,teaching [6] teaching,gathering [6] gathering,science Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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: