The graph represents a network of 1,221 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, 08 January 2022 at 01:27 UTC.
The requested start date was Saturday, 08 January 2022 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 97-day, 21-hour, 10-minute period from Friday, 01 October 2021 at 00:49 UTC to Thursday, 06 January 2022 at 22:00 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 : 1221
Unique Edges : 722
Edges With Duplicates : 2465
Total Edges : 3187
Number of Edge Types : 5
Retweet : 821
MentionsInRetweet : 1036
Tweet : 814
Mentions : 486
Replies to : 30
Self-Loops : 830
Reciprocated Vertex Pair Ratio : 0.0670339761248852
Reciprocated Edge Ratio : 0.125645438898451
Connected Components : 338
Single-Vertex Connected Components : 153
Maximum Vertices in a Connected Component : 302
Maximum Edges in a Connected Component : 1465
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.098227
Graph Density : 0.000780064714490944
Modularity : 0.376599
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,221 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, 08 January 2022 at 01:27 UTC.
The requested start date was Saturday, 08 January 2022 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 97-day, 21-hour, 10-minute period from Friday, 01 October 2021 at 00:49 UTC to Thursday, 06 January 2022 at 22:00 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:
[193] website,#science [159] #science,#sciencestudent [138] #sciencestudent,#scienceteacher [135] #scienceteacher,#stem [109] #stem,#scicom [106] #science,#scienceteacher [93] #sciencetwitter,#academictwitter [92] #academictwitter,#gradschool [79] #lovescience,#phd [62] #scicom,#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:
[8] one,hands [7] ready,#halloween [7] activities,students [6] #stem,#scienceteacher [5] hands,#stem [5] #scienceteacher,#stem [5] students,kids [5] sciencebuddies,ready [4] 2022,12 [4] 12,fluor Top Word Pairs in Tweet in G5:
[116] website,#science [108] #science,#sciencestudent [108] #sciencestudent,#scienceteacher [108] #scienceteacher,#stem [108] #stem,#scicom [93] #sciencetwitter,#academictwitter [92] #academictwitter,#gradschool [79] #lovescience,#phd [62] #scicom,#fashion [62] #fashion,#lovescience Top Word Pairs in Tweet in G6:
[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 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:
[9] today,last [8] last,day [6] day,use [6] use,code [6] code,cyber21 [6] cyber21,save [6] save,#nsta [6] #nsta,membership [6] membership,wait [6] wait,access Top Word Pairs in Tweet in G9:
[77] website,#science [51] #science,#sciencestudent [30] myscienceboutiq,science [26] #sciencestudent,#scienceteacher [19] #science,#fashion [17] dress,website [15] fit,flare [14] pattern,fit [14] #scienceteacher,#stem [13] 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: