The graph represents a network of 1,506 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, 17 September 2022 at 00:59 UTC.
The requested start date was Saturday, 17 September 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 106-day, 21-hour, 12-minute period from Wednesday, 01 June 2022 at 03:47 UTC to Friday, 16 September 2022 at 00:59 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 : 1506
Unique Edges : 844
Edges With Duplicates : 2686
Total Edges : 3530
Number of Edge Types : 5
Mentions : 478
Retweet : 900
MentionsInRetweet : 1048
Tweet : 981
Replies to : 123
Self-Loops : 1004
Reciprocated Vertex Pair Ratio : 0.0574350904799371
Reciprocated Edge Ratio : 0.108630952380952
Connected Components : 429
Single-Vertex Connected Components : 228
Maximum Vertices in a Connected Component : 483
Maximum Edges in a Connected Component : 1587
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.371543
Graph Density : 0.000592976929491337
Modularity : 0.400436
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,506 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, 17 September 2022 at 00:59 UTC.
The requested start date was Saturday, 17 September 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 106-day, 21-hour, 12-minute period from Wednesday, 01 June 2022 at 03:47 UTC to Friday, 16 September 2022 at 00:59 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:
[174] 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:
[49] science,teacher [31] #science,#scienceteacher [14] teachers,gift [14] gift,steminist [14] steminist,science [14] teacher,feminist [14] feminist,women [14] women,stem [14] stem,feminist [14] feminist,gift 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:
[67] website,#science [53] #science,#sciencestudent [48] #scienceteacher,#stem [44] #sciencestudent,#scienceteacher [44] #stem,#scicom [42] #sciencetwitter,#academictwitter [41] #academictwitter,#gradschool [36] #lovescience,#phd [31] #scicom,#fashion [31] #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:
[21] paper,model [17] #biology,#scienceteacher [16] #science,#lifesciences [14] #anatomy,#biology [13] #humanescience,#humaneeducation [13] #lifesciences,#anatomy [12] science,bank [11] link,bio [9] bank,link [8] #animalearn,#science Top Word Pairs in Tweet in G7:
[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 Word Pairs in Tweet in G8:
[2] sz,falls [2] falls,irgendwann [2] irgendwann,einmal [2] einmal,gt [2] gt,angehalten [2] angehalten,werde [2] werde,zitiere [2] zitiere,die [2] die,beckstein [2] beckstein,scienceteacher Top Word Pairs in Tweet in G9:
[54] teacher,apron [34] science,apron [34] apron,science [34] science,teacher [17] apron,female [17] female,scientist [17] scientist,utility [17] utility,apron [17] apron,womens [17] womens,vendor Top Word Pairs in Tweet in G10:
[2] ruthgiles,amazing [2] amazing,news [2] news,corneliuselem [2] corneliuselem,continues [2] continues,rated [2] rated,campus [2] campus,plus [2] plus,distinctions [2] distinctions,worked [2] worked,hard 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 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: