The graph represents a network of 292 Twitter users whose recent tweets contained "#PrimarySTEMchat", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 22 October 2020 at 03:42 UTC.
The tweets in the network were tweeted over the 7-day, 20-hour, 13-minute period from Wednesday, 14 October 2020 at 03:01 UTC to Wednesday, 21 October 2020 at 23:14 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 : 292
Unique Edges : 1051
Edges With Duplicates : 2132
Total Edges : 3183
Number of Edge Types : 5
Retweet : 219
Tweet : 74
Mentions : 1215
MentionsInRetweet : 1346
Replies to : 329
Self-Loops : 77
Reciprocated Vertex Pair Ratio : 0.151315789473684
Reciprocated Edge Ratio : 0.262857142857143
Connected Components : 20
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 250
Maximum Edges in a Connected Component : 3134
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.590462
Graph Density : 0.0185355175822624
Modularity : 0.229745
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 292 Twitter users whose recent tweets contained "#PrimarySTEMchat", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 22 October 2020 at 03:42 UTC.
The tweets in the network were tweeted over the 7-day, 20-hour, 13-minute period from Wednesday, 14 October 2020 at 03:01 UTC to Wednesday, 21 October 2020 at 23:14 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 : TwitterSearch
Graph Term : #PrimarySTEMchat
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[101] rbwatman,wakelet [47] rachaellehr,rbwatman [42] nzwaikato,rayboyd007 [42] rayboyd007,edchateu [42] harkinworld,nicolao_b [42] nicolao_b,dothinkeducate [42] dothinkeducate,matthewxjoseph [42] matthewxjoseph,brookssensei [42] brookssensei,_scottho [41] beckkeough1,#primarystemchat Top Word Pairs in Tweet in G1:
[65] rbwatman,wakelet [30] rachaellehr,rbwatman [26] wakelet,#primarystemchat [23] cameronross3,wakelet [19] rbwatman,cameronross3 [13] wakelet,jbdbiz [13] raffeduteach,rbwatman [13] cameronross3,rachaellehr [10] fimorrison2,rachaellehr [10] rachaellehr,cameronross3 Top Word Pairs in Tweet in G2:
[26] rbwatman,wakelet [9] cameronross3,wakelet [9] rbwatman,cameronross3 [8] raffeduteach,rbwatman [7] digital,technologies [7] thanks,joining [7] cameronross3,rbwatman [6] child,being [6] being,picked [6] picked,late Top Word Pairs in Tweet in G3:
[7] join,beckkeough1 [7] beckkeough1,#primarystemchat [7] #primarystemchat,discuss [7] discuss,gifted [7] gifted,amp [7] amp,talented [7] talented,education [7] education,#stem [7] #stem,offer [6] imagineersteam,deb_k_alex Top Word Pairs in Tweet in G4:
[30] nzwaikato,rayboyd007 [30] rayboyd007,edchateu [30] harkinworld,nicolao_b [30] nicolao_b,dothinkeducate [30] dothinkeducate,matthewxjoseph [30] matthewxjoseph,brookssensei [30] brookssensei,_scottho [18] edchateu,steamuptheclsrm [18] steamuptheclsrm,teacherasleader [18] teacherasleader,katkennewell Top Word Pairs in Tweet in G5:
[10] curiosci,andreaakaz [9] mareetimms,skymazef3 [9] skymazef3,paulrayner60 [9] paulrayner60,mattoman71 [9] kjpips,curiosci [9] andreaakaz,cameronross3 [9] cameronross3,erinschocolate [9] erinschocolate,imerinet [9] imerinet,niclongino [9] niclongino,rramapriya Top Word Pairs in Tweet in G6:
[8] talkinged19,marilynfleer [8] marilynfleer,maiabassett [8] maiabassett,dailystem [8] dailystem,thestemazingpro [8] thestemazingpro,janelleddixon [8] janelleddixon,mrlosik [8] mrlosik,kcasw1 [8] kcasw1,dowdnatalie [8] dowdnatalie,larubain [8] larubain,teachspresso Top Word Pairs in Tweet in G7:
[10] best,syringe [10] syringe,hydraulic [10] hydraulic,arm [10] arm,seen [10] seen,stem [10] stem,classes [10] classes,#stem [10] #stem,#awesomedesign [10] #awesomedesign,#primarystemchat [5] #stem,#primarystemchat Top Word Pairs in Tweet in G8:
[15] #aussieed,#primarystemchat [8] hey,year [8] year,teachers [8] teachers,time [8] time,final [8] final,word [8] word,living [8] living,learning [8] learning,playing [8] playing,safely Top Word Pairs in Tweet in G9:
[3] check,follow [3] follow,insubcontinent [3] insubcontinent,trndn [3] national,cabinet [2] trndn,raaf [2] raaf,national [2] cabinet,#goggleboxau [2] #goggleboxau,#bacheloretteau [2] #bacheloretteau,#hellodearchen Top Word Pairs in Tweet in G10:
[2] tonight,joining [2] joining,ggwpacademy [2] ggwpacademy,bop_industries [2] bop_industries,talk [2] talk,esports [2] esports,education [2] education,#esportsedu [2] #esportsedu,find [2] find,many [2] many,schools Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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 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: