The graph represents a network of 1,031 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, 11 December 2021 at 01:28 UTC.
The requested start date was Saturday, 11 December 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 69-day, 20-hour, 40-minute period from Friday, 01 October 2021 at 00:49 UTC to Thursday, 09 December 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 : 1031
Unique Edges : 620
Edges With Duplicates : 2025
Total Edges : 2645
Number of Edge Types : 5
Retweet : 675
MentionsInRetweet : 844
Mentions : 420
Tweet : 683
Replies to : 23
Self-Loops : 696
Reciprocated Vertex Pair Ratio : 0.0636160714285714
Reciprocated Edge Ratio : 0.119622245540399
Connected Components : 301
Single-Vertex Connected Components : 138
Maximum Vertices in a Connected Component : 254
Maximum Edges in a Connected Component : 1243
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.876114
Graph Density : 0.000897422617309992
Modularity : 0.37639
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,031 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, 11 December 2021 at 01:28 UTC.
The requested start date was Saturday, 11 December 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 69-day, 20-hour, 40-minute period from Friday, 01 October 2021 at 00:49 UTC to Thursday, 09 December 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:
[161] website,#science [124] #science,#sciencestudent [110] #sciencestudent,#scienceteacher [105] #scienceteacher,#stem [93] #science,#scienceteacher [84] #stem,#scicom [71] #sciencetwitter,#academictwitter [70] #academictwitter,#gradschool [59] #lovescience,#phd [51] #science,#fashion Top Word Pairs in Tweet in G1:
[20] #science,#scienceteacher [17] science,teacher [15] #seedstosteam,#iteach [15] #iteach,#iteachtoo [15] #iteachtoo,#stemeducation [15] #stemeducation,#stemforkids [15] #stemforkids,#iteach345 [15] #iteach345,#iteach456 [15] #iteach456,#scienceteacher [15] #scienceteacher,#scienceteachers Top Word Pairs in Tweet in G2:
[66] website,#science [41] #science,#sciencestudent [28] myscienceboutiq,science [23] #sciencestudent,#scienceteacher [17] #science,#fashion [16] dress,website [15] fit,flare [14] pattern,fit [12] sweatshirt,website [12] #scienceteacher,#stem Top Word Pairs in Tweet in G3:
[11] #ukedchat,#scienceteacher [8] #scienceteacher,#chatchemistry [8] primary,secondary [7] bame,scientists [7] professor,tom [7] tom,welton [7] welton,chemistry [7] chemistry,#sustainable [7] #sustainable,world [7] world,join Top Word Pairs in Tweet in G4:
[16] #scienceeducation,#scienceteacher [15] #utscied,#utahteacher [13] #utahteacher,#scienceeducation [10] early,bird [9] #utscied,#scienceeducation [9] utsta,conference [8] make,sure [8] #utahteacher,#scienceteacher [8] science,engineering [7] #scienceeducation,#utahteacher Top Word Pairs in Tweet in G5:
[95] website,#science [83] #science,#sciencestudent [83] #sciencestudent,#scienceteacher [83] #scienceteacher,#stem [83] #stem,#scicom [71] #sciencetwitter,#academictwitter [70] #academictwitter,#gradschool [59] #lovescience,#phd [45] #scicom,#fashion [45] #fashion,#lovescience Top Word Pairs in Tweet in G6:
[12] scienceteacher,name [12] name,programm [12] programm,doppelt [12] doppelt,geimpft [12] geimpft,weil [12] weil,denke [12] denke,netto [11] science63424214,scienceteacher [11] netto,kei Top Word Pairs in Tweet in G7:
[8] one,hands [7] ready,#halloween [7] activities,students [5] hands,#stem [5] #stem,#scienceteacher [5] students,kids [5] sciencebuddies,ready [4] #scienceteacher,#stem [4] #nationalchemistryweek,celebrate [4] celebrate,year's Top Word Pairs in Tweet in G8:
[10] little,things [10] things,recognized [10] recognized,#solagratia [10] #solagratia,#scienceteacher [9] 1achabu,little [8] beryllium,gold [8] gold,titanium [8] titanium,day [8] day,#scienceteacher [8] #scienceteacher,#chemistry Top Word Pairs in Tweet in G9:
[6] skill,practice [6] practice,assignments [5] ngss,aligned [5] students,learn [4] assignments,interactive [4] interactive,questions [4] questions,aligned [4] aligned,ngss [4] ngss,standards [4] standards,students Top Word Pairs in Tweet in G10:
[9] #txed,#scienceteacher [7] total,awarded [6] cash,awards [6] 62,000 [6] 000,total [5] nominating,#texas [5] #texas,#scienceteacher [5] awards,62 [5] awarded,visit [4] #thankateacher,nominating Top Replied-To in Entire Graph:
Top Replied-To in G6:
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: