The graph represents a network of 1,412 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, 27 November 2021 at 01:27 UTC.
The requested start date was Saturday, 27 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 85-day, 20-hour, 52-minute period from Wednesday, 01 September 2021 at 00:38 UTC to Thursday, 25 November 2021 at 21:30 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 : 1412
Unique Edges : 798
Edges With Duplicates : 2862
Total Edges : 3660
Number of Edge Types : 5
Retweet : 994
MentionsInRetweet : 1153
Tweet : 912
Mentions : 541
Replies to : 60
Self-Loops : 932
Reciprocated Vertex Pair Ratio : 0.0645161290322581
Reciprocated Edge Ratio : 0.121212121212121
Connected Components : 396
Single-Vertex Connected Components : 196
Maximum Vertices in a Connected Component : 368
Maximum Edges in a Connected Component : 1597
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.720406
Graph Density : 0.000645976674570303
Modularity : 0.36886
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,412 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, 27 November 2021 at 01:27 UTC.
The requested start date was Saturday, 27 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 85-day, 20-hour, 52-minute period from Wednesday, 01 September 2021 at 00:38 UTC to Thursday, 25 November 2021 at 21:30 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:
[248] website,#science [175] #science,#sciencestudent [150] #sciencestudent,#scienceteacher [142] #scienceteacher,#stem [121] #science,#scienceteacher [112] #stem,#scicom [102] #sciencetwitter,#academictwitter [95] #academictwitter,#gradschool [76] #lovescience,#phd [72] #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 [20] 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:
[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] teaching,science [5] teach,students Top Word Pairs in Tweet in G4:
[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 G5:
[148] website,#science [112] #science,#sciencestudent [112] #sciencestudent,#scienceteacher [111] #scienceteacher,#stem [110] #stem,#scicom [102] #sciencetwitter,#academictwitter [95] #academictwitter,#gradschool [76] #lovescience,#phd [72] #scicom,#fashion [72] #fashion,#lovescience Top Word Pairs in Tweet in G6:
[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 G7:
[15] #scienceeducation,#scienceteacher [14] #utscied,#utahteacher [12] #utahteacher,#scienceeducation [10] early,bird [10] science,classroom [9] utsta,conference [9] let's,talk [9] talk,creativity [9] creativity,science [9] classroom,sept Top Word Pairs in Tweet in G8:
[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 Word Pairs in Tweet in G9:
[11] #scienceteacher,#edchat [10] #ukedchat,#scienceteacher [9] #chemed,#scienceteacher [8] take,look [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:
[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 Replied-To in Entire Graph:
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: