The graph represents a network of 1,148 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, 25 December 2021 at 01:26 UTC.
The requested start date was Saturday, 25 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 83-day, 22-hour, 21-minute period from Friday, 01 October 2021 at 00:49 UTC to Thursday, 23 December 2021 at 23:11 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 : 1148
Unique Edges : 689
Edges With Duplicates : 2308
Total Edges : 2997
Number of Edge Types : 5
Tweet : 767
Retweet : 764
MentionsInRetweet : 971
Mentions : 467
Replies to : 28
Self-Loops : 783
Reciprocated Vertex Pair Ratio : 0.069539666993144
Reciprocated Edge Ratio : 0.13003663003663
Connected Components : 325
Single-Vertex Connected Components : 150
Maximum Vertices in a Connected Component : 287
Maximum Edges in a Connected Component : 1384
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.079033
Graph Density : 0.000829310821443001
Modularity : 0.376151
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,148 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, 25 December 2021 at 01:26 UTC.
The requested start date was Saturday, 25 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 83-day, 22-hour, 21-minute period from Friday, 01 October 2021 at 00:49 UTC to Thursday, 23 December 2021 at 23:11 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:
[172] website,#science [143] #science,#sciencestudent [125] #sciencestudent,#scienceteacher [121] #scienceteacher,#stem [103] #science,#scienceteacher [97] #stem,#scicom [81] #sciencetwitter,#academictwitter [81] #academictwitter,#gradschool [70] #lovescience,#phd [54] #science,#fashion Top Word Pairs in Tweet in G1:
[20] #science,#scienceteacher [17] science,teacher [17] #seedstosteam,#iteach [17] #iteach,#iteachtoo [17] #iteachtoo,#stemeducation [17] #stemeducation,#stemforkids [17] #stemforkids,#iteach345 [17] #iteach345,#iteach456 [17] #iteach456,#scienceteacher [17] #scienceteacher,#scienceteachers Top Word Pairs in Tweet in G2:
[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 G3:
[16] #scienceeducation,#scienceteacher [15] #utscied,#utahteacher [13] #utahteacher,#scienceeducation [10] early,bird [9] openscied,unit [9] flameless,heater [9] #utscied,#scienceeducation [9] utsta,conference [8] make,sure [8] #utahteacher,#scienceteacher Top Word Pairs in Tweet in G4:
[103] website,#science [97] #science,#sciencestudent [96] #sciencestudent,#scienceteacher [96] #scienceteacher,#stem [96] #stem,#scicom [81] #sciencetwitter,#academictwitter [81] #academictwitter,#gradschool [70] #lovescience,#phd [51] #scicom,#fashion [51] #fashion,#lovescience Top Word Pairs in Tweet in G5:
[7] gorgeous,night [7] night,little [7] little,#planet [7] #planet,gazing [7] gazing,check [7] check,#jupiter [7] #jupiter,#saturn [7] #saturn,#moon [7] #moon,#venus [6] #science,#scienceteacher Top Word Pairs in Tweet in G6:
[8] today,last [7] last,day [5] miss,chance [5] day,use [5] use,code [5] code,cyber21 [5] cyber21,save [5] save,#nsta [5] #nsta,membership [5] membership,wait Top Word Pairs in Tweet in G7:
[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 G8:
[8] one,hands [7] ready,#halloween [7] activities,students [6] #stem,#scienceteacher [5] hands,#stem [5] students,kids [5] sciencebuddies,ready [4] #scienceteacher,#stem [4] #nationalchemistryweek,celebrate [4] celebrate,year's Top Word Pairs in Tweet in G9:
[69] website,#science [46] #science,#sciencestudent [29] myscienceboutiq,science [25] #sciencestudent,#scienceteacher [17] #science,#fashion [16] dress,website [15] fit,flare [14] pattern,fit [14] #scienceteacher,#stem [12] sweatshirt,website Top Word Pairs in Tweet in G10:
[6] skill,practice [6] practice,assignments [5] ngss,aligned [5] students,learn [4] caution,adults [4] adults,queasy [4] queasy,reading [4] reading,#halloween [4] #halloween,science [4] science,lesson Top Replied-To in Entire Graph:
Top Replied-To in G7:
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: