The graph represents a network of 1,579 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, 13 August 2022 at 00:58 UTC.
The requested start date was Saturday, 13 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 102-day, 15-hour, 25-minute period from Sunday, 01 May 2022 at 07:20 UTC to Thursday, 11 August 2022 at 22:45 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 : 1579
Unique Edges : 942
Edges With Duplicates : 2866
Total Edges : 3808
Number of Edge Types : 5
Tweet : 936
Mentions : 609
Retweet : 941
MentionsInRetweet : 1188
Replies to : 134
Self-Loops : 956
Reciprocated Vertex Pair Ratio : 0.0608108108108108
Reciprocated Edge Ratio : 0.114649681528662
Connected Components : 394
Single-Vertex Connected Components : 199
Maximum Vertices in a Connected Component : 571
Maximum Edges in a Connected Component : 1735
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 5.374379
Graph Density : 0.000630101514571399
Modularity : 0.419262
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 1,579 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, 13 August 2022 at 00:58 UTC.
The requested start date was Saturday, 13 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 102-day, 15-hour, 25-minute period from Sunday, 01 May 2022 at 07:20 UTC to Thursday, 11 August 2022 at 22:45 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:
[120] 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 [32] #science,#scienceteacher [12] #stemforkids,#iteach345 [12] #iteach345,#iteach456 [12] #iteach456,#scienceteacher [12] #scienceteacher,#scienceteachers [11] science,teachers [11] #seedstosteam,#iteach [11] #iteach,#iteachtoo [11] #iteachtoo,#stemeducation 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] 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 G4:
[20] paper,circuits [13] science,buddies [13] part,make [12] science,collection [12] checked,free [12] free,getting [12] getting,started [12] started,paper [12] circuits,ebook [12] ebook,full 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:
[28] paper,model [13] #biology,#scienceteacher [11] #science,#lifesciences [11] #scienceteacher,#biologyteacher [10] #anatomy,#biology [9] #lifesciences,#anatomy [9] origami,organelles [9] #geography,#geographyteacher [9] paper,models [8] #humanescience,#humaneeducation Top Word Pairs in Tweet in G7:
[85] website,#science [51] #science,#sciencestudent [44] #sciencestudent,#scienceteacher [44] #scienceteacher,#stem [44] #stem,#scicom [43] #sciencetwitter,#academictwitter [42] #academictwitter,#gradschool [38] #lovescience,#phd [36] #science,#fashion [36] #fashion,#socks Top Word Pairs in Tweet in G8:
[6] eskdale,school [6] school,eskdale_school [6] eskdale_school,seeking [6] seeking,appoint [6] appoint,inspirational [6] inspirational,head [6] head,science [6] science,passion [6] passion,accelerating [5] #scienceteacher,#edutwitter Top Word Pairs in Tweet in G9:
[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 G10:
[60] म,फ [60] फ,र [30] biology_queen_as,थ [30] थ,ड [30] ड,ड [30] ड,ब [30] ब,ग [30] ग,मगर [30] मगर,म [30] र,त Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G8:
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: