The graph represents a network of 1,502 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, 02 October 2021 at 00:27 UTC.
The requested start date was Saturday, 02 October 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 91-day, 23-hour, 15-minute period from Thursday, 01 July 2021 at 01:59 UTC to Friday, 01 October 2021 at 01:15 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 : 1502
Unique Edges : 837
Edges With Duplicates : 2846
Total Edges : 3683
Number of Edge Types : 5
Mentions : 569
Tweet : 875
Retweet : 998
MentionsInRetweet : 1166
Replies to : 75
Self-Loops : 895
Reciprocated Vertex Pair Ratio : 0.0571870170015456
Reciprocated Edge Ratio : 0.108187134502924
Connected Components : 400
Single-Vertex Connected Components : 205
Maximum Vertices in a Connected Component : 294
Maximum Edges in a Connected Component : 1332
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.009537
Graph Density : 0.000606785888857051
Modularity : 0.391097
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,502 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, 02 October 2021 at 00:27 UTC.
The requested start date was Saturday, 02 October 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 91-day, 23-hour, 15-minute period from Thursday, 01 July 2021 at 01:59 UTC to Friday, 01 October 2021 at 01:15 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:
[160] website,#science [158] #science,#sciencestudent [151] #scienceteacher,#stem [145] #sciencestudent,#scienceteacher [127] #stem,#scicom [114] #science,#scienceteacher [90] #phd,#tshirt [89] #lovescience,#phd [89] #academictwitter,#gradschool [88] #geography,#geographyteacher Top Word Pairs in Tweet in G1:
[27] #scienceteacher,#scienceteachers [23] #seedstosteam,#iteach [23] #iteach,#iteachtoo [23] #iteachtoo,#stemeducation [23] #stemeducation,#stemforkids [23] #stemforkids,#iteach345 [23] #iteach345,#iteach456 [23] #iteach456,#scienceteacher [22] #science,#scienceteacher [20] #scienceteachers,#steminschool Top Word Pairs in Tweet in G2:
[82] #geography,#geographyteacher [80] awesome,graphic [80] graphic,classroom [80] classroom,show [80] show,different [80] different,layers [80] layers,earth [80] earth,#geography [79] easygeography,awesome [78] #geographyteacher,#sciencetwit Top Word Pairs in Tweet in G3:
[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 G4:
[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 G5:
[160] website,#science [158] #science,#sciencestudent [143] #sciencestudent,#scienceteacher [133] #scienceteacher,#stem [127] #stem,#scicom [90] #phd,#tshirt [89] #lovescience,#phd [89] #academictwitter,#gradschool [85] #sciencetwitter,#academictwitter [74] #scicom,#fashion Top Word Pairs in Tweet in G6:
[10] #stemeducation,#scienceteacher [10] #scienceteacher,#scied [9] know,brain [9] brain,greedy [9] greedy,accounts [9] accounts,around [9] around,body [9] body,weight [9] weight,receives [9] receives,20 Top Word Pairs in Tweet in G7:
[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 [5] human,body 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:
[7] #insulators,#conductors [7] #conductors,today [7] today,lab [7] lab,ss [7] ss,tested [7] tested,both [7] both,water [7] water,see [7] see,thermal [7] thermal,energy Top Word Pairs in Tweet in G10:
[10] 6th,grade [8] science,teacher [7] teacher,going [7] going,6th [7] 6th,year [7] year,birthday [7] birthday,next [7] next,week [6] week,someone [6] someone,help Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G8:
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: