The graph represents a network of 1,390 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, 26 February 2022 at 01:27 UTC.
The requested start date was Saturday, 26 February 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 115-day, 12-hour, 5-minute period from Monday, 01 November 2021 at 12:34 UTC to Friday, 25 February 2022 at 00:39 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 : 1390
Unique Edges : 837
Edges With Duplicates : 2703
Total Edges : 3540
Number of Edge Types : 5
Tweet : 904
Retweet : 884
MentionsInRetweet : 1155
Mentions : 553
Replies to : 44
Self-Loops : 924
Reciprocated Vertex Pair Ratio : 0.0570758405003909
Reciprocated Edge Ratio : 0.107988165680473
Connected Components : 379
Single-Vertex Connected Components : 174
Maximum Vertices in a Connected Component : 308
Maximum Edges in a Connected Component : 1433
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.665561
Graph Density : 0.000700260525920516
Modularity : 0.398631
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,390 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, 26 February 2022 at 01:27 UTC.
The requested start date was Saturday, 26 February 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 115-day, 12-hour, 5-minute period from Monday, 01 November 2021 at 12:34 UTC to Friday, 25 February 2022 at 00:39 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:
[157] #science,#sciencestudent [145] website,#science [139] #scienceteacher,#stem [132] #sciencestudent,#scienceteacher [108] #stem,#scicom [90] #science,#scienceteacher [87] #lovescience,#phd [84] #sciencetwitter,#academictwitter [79] #academictwitter,#gradschool [74] science,teacher Top Word Pairs in Tweet in G1:
[26] #science,#scienceteacher [13] #seedstosteam,#iteach [13] #iteach,#iteachtoo [13] #iteachtoo,#stemeducation [13] #stemeducation,#stemforkids [13] #stemforkids,#iteach345 [13] #iteach345,#iteach456 [13] #iteach456,#scienceteacher [13] #scienceteacher,#scienceteachers [12] #scienceteachers,#steminschool Top Word Pairs in Tweet in G2:
[112] #science,#sciencestudent [111] #scienceteacher,#stem [110] #sciencestudent,#scienceteacher [108] #stem,#scicom [91] website,#science [87] #lovescience,#phd [84] #sciencetwitter,#academictwitter [79] #academictwitter,#gradschool [69] #scicom,#fashion [69] #fashion,#lovescience Top Word Pairs in Tweet in G3:
[22] paper,ball [21] ball,run [17] engineering,challenge [16] 2022,12 [16] 12,fluor [16] fluor,engineering [13] year's,paper [13] run,challenge [11] sciencebuddies,2022 [10] #engineering,design Top Word Pairs in Tweet in G4:
[12] scienceteacher,name [12] name,programm [12] programm,doppelt [12] doppelt,geimpft [12] geimpft,weil [12] weil,denke [12] denke,netto [11] science63424214,scienceteacher [11] netto,kei [4] science63424214,renatekuenast Top Word Pairs in Tweet in G5:
[49] website,#science [39] #science,#sciencestudent [21] myscienceboutiq,science [18] #sciencestudent,#scienceteacher [14] #scienceteacher,#stem [12] science,practicals [11] dress,website [10] #stem,#stemeducation [10] shirt,website [10] #gcsescience,#scienceteacher Top Word Pairs in Tweet in G6:
[11] #scienceteacher,hodderschools [9] #ukedchat,#scienceteacher [9] biological,sciences [9] sciences,review [8] #scienceteacher,#chatchemistry [8] primary,secondary [8] chemistry,review [8] review,magazine [7] successful,steps [7] steps,teaching Top Word Pairs in Tweet in G7:
[12] #ngss,#scienceteacher [9] openscied,unit [9] flameless,heater [6] dqb,openscied [6] openscied,running [6] running,super [6] super,happy [6] happy,progression [6] progression,far [6] far,#ngss Top Word Pairs in Tweet in G8:
[7] #ngss,#scienceteacher [6] looking,#earthscience [6] #earthscience,#space [6] #space,resources [6] resources,learn [6] learn,exoplanets [6] exoplanets,astrophysicist [6] astrophysicist,preview [5] science,article [5] #science,#scienceteacher Top Word Pairs in Tweet in G9:
[7] #scienceteacher,#steam [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] students,love Top Word Pairs in Tweet in G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G4:
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: