The graph represents a network of 1,641 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, 04 July 2020 at 00:47 UTC.
The requested start date was Saturday, 04 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 93-day, 3-hour, 25-minute period from Wednesday, 01 April 2020 at 11:52 UTC to Friday, 03 July 2020 at 15:17 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 : 1641
Unique Edges : 771
Edges With Duplicates : 3076
Total Edges : 3847
Number of Edge Types : 5
Mentions : 534
Retweet : 1086
MentionsInRetweet : 1217
Tweet : 967
Replies to : 43
Self-Loops : 993
Reciprocated Vertex Pair Ratio : 0.0458015267175573
Reciprocated Edge Ratio : 0.0875912408759124
Connected Components : 456
Single-Vertex Connected Components : 251
Maximum Vertices in a Connected Component : 521
Maximum Edges in a Connected Component : 1509
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 9.129175
Graph Density : 0.000509059021120376
Modularity : 0.383525
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 1,641 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, 04 July 2020 at 00:47 UTC.
The requested start date was Saturday, 04 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 93-day, 3-hour, 25-minute period from Wednesday, 01 April 2020 at 11:52 UTC to Friday, 03 July 2020 at 15:17 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:
[286] #science,#scienceteacher [238] #apbio,#apbiology [217] #biology,#science [127] science,teacher [125] #apbiology,#bio [125] #bio,#biology [114] #collegeboard,#testprep [112] #testprep,#apexam [108] #apexam,#apreview [107] #apbiology,#biology Top Word Pairs in Tweet in G1:
[23] #science,#scienceteacher [16] science,teacher [13] #teacher,#teachers [12] #scienceteacher,#science [12] #education,#students [12] #mathsteacher,#scienceteacher [11] #students,#teacher [11] #teachers,#mathsteacher [10] #minisciencecentre,#msc [10] #msc,#teaching Top Word Pairs in Tweet in G2:
[54] geography,teacher [54] teacher,choose [54] choose,use [54] use,drone [54] drone,spectacular [54] spectacular,footage [54] footage,#volcano [54] #volcano,#geography [53] easygeography,geography [50] #geography,#geographyt Top Word Pairs in Tweet in G3:
[74] teacher,apron [73] shop,science [73] science,apron [73] apron,science [73] science,teacher [73] apron,female [73] female,scientist [73] scientist,utility [73] utility,apron [72] last,one Top Word Pairs in Tweet in G4:
[42] free,#cpd [42] #cpd,sessions [42] #rqts,#pgce [35] #pgce,students [33] calling,#nqt [33] #nqt,#rqts [33] students,#schooldirect [33] #schooldirect,placements [33] placements,two [33] two,upcoming Top Word Pairs in Tweet in G5:
[41] finally,round [41] round,finishing [41] finishing,set [41] set,dual [41] dual,coded [41] coded,biology [41] biology,required [41] required,practical [41] practical,instruction [41] instruction,sheets Top Word Pairs in Tweet in G6:
[238] #apbio,#apbiology [218] #science,#scienceteacher [216] #biology,#science [125] #apbiology,#bio [125] #bio,#biology [114] #collegeboard,#testprep [112] #testprep,#apexam [108] #apexam,#apreview [107] #apbiology,#biology [107] #apteacher,#apstudent Top Word Pairs in Tweet in G7:
[11] profesor,ciencias [11] ciencias,vale [11] vale,pena [9] #stem,#stemeducation [5] pena,#stem [4] #teacher,#science [4] #teacher,#scienceteacher [3] pena,unisabana [3] #stemeducation,#science [3] #science,#teacher Top Word Pairs in Tweet in G8:
[15] #stemed,#stemeducation [14] #scienceteacher,#stemed [12] thurs,14 [12] 14,1pm [12] 1pm,edt [9] hey,#scienceteacher [9] agarose,gel [9] gel,electrophoresis [8] edt,going [8] going,live Top Word Pairs in Tweet in G9:
[15] #keslerscience,#scienceteacher [15] #scienceteacher,#stem [10] hoping,miracles [10] miracles,weekend [10] weekend,#retweet [10] #retweet,#teachertwitter [10] #teachertwitter,#scienceteacher [9] ms_ciampi,hoping [5] kesler,science [5] middle,school Top Word Pairs in Tweet in G10:
[13] #k12,#scienceteacher [9] #scienceteacher,#mathsteacher [9] #mathsteacher,#schoolproject [9] #remotelearning,#distancelearning [8] educator,newsletter [8] newsletter,full [8] here's,avoid [8] avoid,landing [8] landing,educator [8] educator,junk Top Replied-To in Entire Graph:
Top Replied-To in G6:
Top Replied-To in G8:
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: