The graph represents a network of 1,340 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, 20 November 2021 at 01:27 UTC.
The requested start date was Saturday, 20 November 2021 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 79-day, 0-hour, 5-minute period from Wednesday, 01 September 2021 at 00:38 UTC to Friday, 19 November 2021 at 00:44 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 : 1340
Unique Edges : 740
Edges With Duplicates : 2718
Total Edges : 3458
Number of Edge Types : 5
Tweet : 855
Retweet : 947
MentionsInRetweet : 1090
Mentions : 507
Replies to : 59
Self-Loops : 873
Reciprocated Vertex Pair Ratio : 0.06784140969163
Reciprocated Edge Ratio : 0.127062706270627
Connected Components : 379
Single-Vertex Connected Components : 190
Maximum Vertices in a Connected Component : 335
Maximum Edges in a Connected Component : 1426
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.416484
Graph Density : 0.000675487387558102
Modularity : 0.367767
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,340 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, 20 November 2021 at 01:27 UTC.
The requested start date was Saturday, 20 November 2021 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 79-day, 0-hour, 5-minute period from Wednesday, 01 September 2021 at 00:38 UTC to Friday, 19 November 2021 at 00:44 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:
[240] website,#science [164] #science,#sciencestudent [140] #sciencestudent,#scienceteacher [131] #scienceteacher,#stem [116] #science,#scienceteacher [103] #stem,#scicom [94] #sciencetwitter,#academictwitter [88] #academictwitter,#gradschool [72] #scicom,#fashion [72] #fashion,#lovescience Top Word Pairs in Tweet in G1:
[24] #scienceteacher,#scienceteachers [23] #science,#scienceteacher [23] #seedstosteam,#iteach [23] #iteach,#iteachtoo [23] #iteachtoo,#stemeducation [23] #stemeducation,#stemforkids [23] #stemforkids,#iteach345 [23] #iteach345,#iteach456 [23] #iteach456,#scienceteacher [21] science,teacher Top Word Pairs in Tweet in G2:
[21] planes,fly [21] fly,harvest [21] harvest,full [21] full,#moon [21] #moon,over [21] over,ny [21] ny,nj [21] nj,#moonphotography [21] #moonphotography,#fullmoon [21] #fullmoon,#harvestfullmoon Top Word Pairs in Tweet in G3:
[37] puts,food [37] food,table [37] table,proud [37] proud,#scienceteacher [37] #scienceteacher,#onlineteaching [37] #onlineteaching,#covid [37] #covid,#achabu [37] #achabu,#viewmantse [36] 1achabu,puts [8] beryllium,gold Top Word Pairs in Tweet in G4:
[142] website,#science [103] #science,#sciencestudent [103] #sciencestudent,#scienceteacher [102] #scienceteacher,#stem [101] #stem,#scicom [94] #sciencetwitter,#academictwitter [88] #academictwitter,#gradschool [72] #scicom,#fashion [72] #fashion,#lovescience [68] #lovescience,#phd Top Word Pairs in Tweet in G5:
[25] registration,#nsta21 [25] #nsta21,area [25] area,conferences [25] conferences,science [25] science,education [25] education,open [25] open,nsta [25] nsta,conferences [25] conferences,leave [25] leave,inspired Top Word Pairs in Tweet in G6:
[8] one,hands [7] ready,#halloween [7] activities,students [7] students,learn [6] #stem,#scienceteacher [6] skill,practice [6] practice,assignments [5] teaching,science [5] teach,students [5] students,think Top Word Pairs in Tweet in G7:
[9] #txed,#scienceteacher [9] 62,000 [7] cash,awards [7] #insulators,#conductors [7] #conductors,today [7] today,lab [7] lab,ss [7] ss,tested [7] tested,both [7] both,water Top Word Pairs in Tweet in G8:
[36] #scienceteacher,#stemeducation [34] nervous,system [23] scientific,method [16] today's,nervous [16] system,#scienceteacher [16] #stemeducation,#homeschool [16] #homeschool,#writers [16] #writers,nervous [14] prepared,scientific [14] method,poster Top Word Pairs in Tweet in G9:
[11] #scienceteacher,#edchat [9] #chemed,#scienceteacher [8] take,look [8] #ukedchat,#scienceteacher [8] primary,secondary [7] bame,scientists [7] professor,tom [7] tom,welton [7] welton,chemistry [7] chemistry,#sustainable Top Word Pairs in Tweet in G10:
[15] #scienceeducation,#scienceteacher [13] #utscied,#utahteacher [11] early,bird [11] #utahteacher,#scienceeducation [9] utsta,conference [8] make,sure [8] #utscied,#scienceeducation [8] science,engineering [6] bird,pricing [6] #scienceeducation,#utahteacher Top Replied-To in Entire Graph:
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: