The graph represents a network of 1,285 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 February 2022 at 01:27 UTC.
The requested start date was Saturday, 19 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 108-day, 9-hour, 44-minute period from Monday, 01 November 2021 at 12:34 UTC to Thursday, 17 February 2022 at 22:18 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 : 1285
Unique Edges : 784
Edges With Duplicates : 2446
Total Edges : 3230
Number of Edge Types : 5
Retweet : 800
MentionsInRetweet : 1057
Tweet : 837
Mentions : 493
Replies to : 43
Self-Loops : 857
Reciprocated Vertex Pair Ratio : 0.0580204778156997
Reciprocated Edge Ratio : 0.109677419354839
Connected Components : 362
Single-Vertex Connected Components : 167
Maximum Vertices in a Connected Component : 272
Maximum Edges in a Connected Component : 1297
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.663549
Graph Density : 0.000751542480332618
Modularity : 0.401442
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,285 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 February 2022 at 01:27 UTC.
The requested start date was Saturday, 19 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 108-day, 9-hour, 44-minute period from Monday, 01 November 2021 at 12:34 UTC to Thursday, 17 February 2022 at 22:18 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:
[148] #science,#sciencestudent [136] website,#science [128] #scienceteacher,#stem [124] #sciencestudent,#scienceteacher [101] #stem,#scicom [82] #science,#scienceteacher [80] #lovescience,#phd [79] #sciencetwitter,#academictwitter [73] #academictwitter,#gradschool [65] science,teacher Top Word Pairs in Tweet in G1:
[22] #science,#scienceteacher [11] #seedstosteam,#iteach [11] #iteach,#iteachtoo [11] #iteachtoo,#stemeducation [11] #stemeducation,#stemforkids [11] #stemforkids,#iteach345 [11] #iteach345,#iteach456 [11] #iteach456,#scienceteacher [11] #scienceteacher,#scienceteachers [10] #scienceteacher,#science Top Word Pairs in Tweet in G2:
[16] paper,ball [16] engineering,challenge [15] ball,run [15] 2022,12 [15] 12,fluor [15] fluor,engineering [11] sciencebuddies,2022 [9] lunar,year [8] thank,amgenfoundation [8] challenge,revealed Top Word Pairs in Tweet in G3:
[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 G4:
[110] #science,#sciencestudent [104] #scienceteacher,#stem [103] #sciencestudent,#scienceteacher [101] #stem,#scicom [89] website,#science [80] #lovescience,#phd [79] #sciencetwitter,#academictwitter [73] #academictwitter,#gradschool [62] #scicom,#fashion [62] #fashion,#lovescience Top Word Pairs in Tweet in G5:
[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 G6:
[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 G7:
[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 G8:
[6] #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,#scienceteacher [5] interested,learning Top Word Pairs in Tweet in G9:
[7] gorgeous,night [7] night,little [7] little,#planet [7] #planet,gazing [7] gazing,check [7] check,#jupiter [7] #jupiter,#saturn [7] #saturn,#moon [7] #moon,#venus [6] jamesfalletti,gorgeous Top Word Pairs in Tweet in G10:
[47] website,#science [38] #science,#sciencestudent [21] myscienceboutiq,science [18] #sciencestudent,#scienceteacher [14] #scienceteacher,#stem [12] science,practicals [10] dress,website [10] #gcsescience,#scienceteacher [9] awesome,vintage [9] vintage,copy Top Replied-To in Entire Graph:
Top Replied-To in G3:
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: