The graph represents a network of 1,659 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 August 2022 at 00:58 UTC.
The requested start date was Saturday, 20 August 2022 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 109-day, 17-hour, 20-minute period from Sunday, 01 May 2022 at 07:20 UTC to Friday, 19 August 2022 at 00:40 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 : 1659
Unique Edges : 988
Edges With Duplicates : 3046
Total Edges : 4034
Number of Edge Types : 5
Retweet : 990
MentionsInRetweet : 1253
Tweet : 991
Mentions : 656
Replies to : 144
Self-Loops : 1011
Reciprocated Vertex Pair Ratio : 0.058974358974359
Reciprocated Edge Ratio : 0.11138014527845
Connected Components : 414
Single-Vertex Connected Components : 206
Maximum Vertices in a Connected Component : 581
Maximum Edges in a Connected Component : 1796
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.567339
Graph Density : 0.000600591429865681
Modularity : 0.416941
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,659 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 August 2022 at 00:58 UTC.
The requested start date was Saturday, 20 August 2022 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 109-day, 17-hour, 20-minute period from Sunday, 01 May 2022 at 07:20 UTC to Friday, 19 August 2022 at 00:40 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:
[123] science,teacher [117] few,requests [117] requests,#reciprocalreading [117] #reciprocalreading,sheets [117] sheets,people [117] people,decided [117] decided,easier [117] easier,create [117] create,google [116] paul_sciteach,few Top Word Pairs in Tweet in G1:
[38] science,teacher [34] #science,#scienceteacher [12] science,teachers [12] #stemforkids,#iteach345 [12] #iteach345,#iteach456 [12] #iteach456,#scienceteacher [12] #scienceteacher,#scienceteachers [11] #teacher,#scienceteacher [11] #seedstosteam,#iteach [11] #iteach,#iteachtoo Top Word Pairs in Tweet in G2:
[116] few,requests [116] requests,#reciprocalreading [116] #reciprocalreading,sheets [116] sheets,people [116] people,decided [116] decided,easier [116] easier,create [116] create,google [115] paul_sciteach,few [115] google,drive Top Word Pairs in Tweet in G3:
[74] website,#science [54] #science,#sciencestudent [49] #scienceteacher,#stem [47] #sciencestudent,#scienceteacher [46] #stem,#scicom [44] #sciencetwitter,#academictwitter [43] #academictwitter,#gradschool [39] #lovescience,#phd [34] #scicom,#fashion [34] #fashion,#lovescience Top Word Pairs in Tweet in G4:
[74] help,appreciated [71] appreciated,#clearthelist [59] 8th,graders [57] excited,prepare [57] prepare,classroom [57] classroom,group [57] group,8th [47] #clearthelist,#clearthelists [47] #clearthelists,#scienceteacher [35] create,safe Top Word Pairs in Tweet in G5:
[18] project,help [18] help,support [18] two,years [18] years,virtual [18] virtual,learning [18] learning,students [18] students,need [18] need,communication [17] communication,interaction [16] interaction,project Top Word Pairs in Tweet in G6:
[26] working,teachers [26] teachers,ask [26] ask,resources [26] resources,#classroommanagement [26] #classroommanagement,used [26] used,harry [26] harry,wong [25] wilkinson_stem,working [25] wong,youtube [16] paper,circuits Top Word Pairs in Tweet in G7:
[9] frau_lange,_martinhagen [9] _martinhagen,br24 [9] br24,scienceteacher [8] mumisthebest2,francislreid [7] francislreid,scienceteacher [5] science63424214,frau_lange [4] nanaimadiamond,frau_lange [4] raevennz,mumisthebest2 [3] principal,fob [2] scienceteacher,follow Top Word Pairs in Tweet in G8:
[29] paper,model [13] #biology,#scienceteacher [11] #science,#lifesciences [11] #scienceteacher,#biologyteacher [10] #anatomy,#biology [10] #geography,#geographyteacher [9] #lifesciences,#anatomy [9] origami,organelles [9] paper,models [8] #humanescience,#humaneeducation Top Word Pairs in Tweet in G9:
[4] rickettsdeirdre,bostonwhitnee [3] vote,favorite [3] favorite,#scienceteacher [3] #scienceteacher,#share [3] #share,#fanfavorite [3] #fanfavorite,rickettsdeirdre [2] ruthgiles,amazing [2] amazing,news [2] news,corneliuselem [2] corneliuselem,continues Top Word Pairs in Tweet in G10:
[15] website,#science [15] #science,#fashion [15] #fashion,#socks [15] #socks,#socksoftheday [11] myscienceboutiq,planet [11] planet,socks [9] tote,bags [9] teaching,tip [8] myscienceboutiq,tote [8] facts,reasons Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
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: