The graph represents a network of 1,493 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 December 2021 at 01:27 UTC.
The requested start date was Saturday, 04 December 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 93-day, 0-hour, 10-minute period from Wednesday, 01 September 2021 at 00:38 UTC to Friday, 03 December 2021 at 00:48 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 : 1493
Unique Edges : 881
Edges With Duplicates : 3088
Total Edges : 3969
Number of Edge Types : 5
Mentions : 589
Retweet : 1065
MentionsInRetweet : 1285
Tweet : 969
Replies to : 61
Self-Loops : 991
Reciprocated Vertex Pair Ratio : 0.0686274509803922
Reciprocated Edge Ratio : 0.128440366972477
Connected Components : 414
Single-Vertex Connected Components : 208
Maximum Vertices in a Connected Component : 417
Maximum Edges in a Connected Component : 1931
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.781813
Graph Density : 0.000636123177150204
Modularity : 0.368179
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,493 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 December 2021 at 01:27 UTC.
The requested start date was Saturday, 04 December 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 93-day, 0-hour, 10-minute period from Wednesday, 01 September 2021 at 00:38 UTC to Friday, 03 December 2021 at 00:48 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:
[250] website,#science [185] #science,#sciencestudent [159] #sciencestudent,#scienceteacher [152] #scienceteacher,#stem [127] #science,#scienceteacher [120] #stem,#scicom [105] #sciencetwitter,#academictwitter [99] #academictwitter,#gradschool [84] #lovescience,#phd [74] #scicom,#fashion Top Word Pairs in Tweet in G1:
[24] #science,#scienceteacher [24] #scienceteacher,#scienceteachers [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:
[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 [10] little,things Top Word Pairs in Tweet in G3:
[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 G4:
[11] #scienceteacher,#edchat [11] #ukedchat,#scienceteacher [9] #chemed,#scienceteacher [8] take,look [8] primary,secondary [7] #scienceteacher,#chatchemistry [7] bame,scientists [7] professor,tom [7] tom,welton [7] welton,chemistry Top Word Pairs in Tweet in G5:
[8] students,think [8] one,hands [7] #stem,#scienceteacher [7] ready,#halloween [7] activities,students [7] students,learn [6] skill,practice [6] practice,assignments [5] #scienceteacher,#stem [5] teaching,science Top Word Pairs in Tweet in G6:
[15] #scienceeducation,#scienceteacher [14] #utscied,#utahteacher [12] #utahteacher,#scienceeducation [10] early,bird [10] science,classroom [9] utsta,conference [9] #utscied,#scienceeducation [9] let's,talk [9] talk,creativity [9] creativity,science Top Word Pairs in Tweet in G7:
[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 G8:
[149] website,#science [120] #science,#sciencestudent [120] #sciencestudent,#scienceteacher [119] #scienceteacher,#stem [118] #stem,#scicom [105] #sciencetwitter,#academictwitter [99] #academictwitter,#gradschool [84] #lovescience,#phd [74] #scicom,#fashion [74] #fashion,#lovescience Top Word Pairs in Tweet in G9:
[101] website,#science [65] #science,#sciencestudent [65] #scienceteacher,#scienceteaching [64] #scienceteaching,#scienceactivities [61] #scienceactivities,#sciencestations [60] #sciencestations,#sciencegames [57] #sciencegames,#sciencecenters [49] #sciencecenters,#texasscienceteacher [46] #homeschool,#homeschooling [42] myscienceboutiq,science Top Word Pairs in Tweet in G10:
[10] 62,000 [10] #txed,#scienceteacher [7] #insulators,#conductors [7] #conductors,today [7] today,lab [7] lab,ss [7] ss,tested [7] tested,both [7] both,water [7] water,see Top Replied-To in Entire Graph:
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: