The graph represents a network of 1,491 Twitter users whose recent tweets contained "scichat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 01:20 UTC.
The tweets in the network were tweeted over the 4090-day, 8-hour, 10-minute period from Wednesday, 19 October 2011 at 15:40 UTC to Friday, 30 December 2022 at 23:50 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1491
Unique Edges : 1056
Edges With Duplicates : 8659
Total Edges : 9715
Number of Edge Types : 8
Retweet : 3398
MentionsInRetweet : 4188
Mentions : 899
Replies to : 125
MentionsInReplyTo : 72
Tweet : 941
Quote : 58
MentionsInQuote : 34
Self-Loops : 2112
Reciprocated Vertex Pair Ratio : 0.0327188940092166
Reciprocated Edge Ratio : 0.0633645693886658
Connected Components : 81
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 1293
Maximum Edges in a Connected Component : 9377
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.595447
Graph Density : 0.00100873698567242
Modularity : 0.19716
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,491 Twitter users whose recent tweets contained "scichat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 01:20 UTC.
The tweets in the network were tweeted over the 4090-day, 8-hour, 10-minute period from Wednesday, 19 October 2011 at 15:40 UTC to Friday, 30 December 2022 at 23:50 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : scichat
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:
[294] #scichat,#scicomm [235] #stem,#scichat [227] audio,show [214] science,pawdcast [204] #edchat,#edtech [203] pawdcast,podcast [203] podcast,sites [203] love,audio [203] show,science [203] tweet,love Top Word Pairs in Tweet in G1:
[207] #stem,#scichat [135] #science,#scichat [128] praxis,science [125] science,outreach [120] medicine,news [117] smarts',column [117] 'science,smarts' [117] latest,praxis [117] outreach,'science [107] column,medicine Top Word Pairs in Tweet in G2:
[217] #scichat,#scicomm [31] climate,change [27] years,ago [27] #scicomm,#scichat [26] svante,pääbo [25] black,laelaps [25] praxis,science [25] riley,black [24] science,outreach [23] 'science,smarts' Top Word Pairs in Tweet in G3:
[225] audio,show [214] science,pawdcast [203] show,science [203] tweet,love [203] pawdcast,podcast [203] sites,main [203] love,audio [203] podcast,sites [203] love,tweet [141] bunsenbernerbmd,love Top Word Pairs in Tweet in G4:
[84] #scichat,#pbl [84] lessons,rock [84] sure,doing [84] right,#science [84] doing,right [84] #pbl,#teaching [84] #science,lessons [84] rock,#scichat [83] tcea,sure [47] explore,periodic Top Word Pairs in Tweet in G5:
[174] #d123,#edchat [174] #edchat,#edtech [165] #edtech,#cpchat [158] #sschat,#scichat [158] #cpchat,#elemchat [154] #elemchat,#mschat [150] #mschat,#hschat [150] #hschat,#ntchat [147] #pblchat,#apchat [147] #ntchat,#pblchat Top Word Pairs in Tweet in G6:
[40] poetry,greeting [40] winter,activities [40] greeting,cards [40] activities,build [40] tree,winter [40] build,snowman [40] decorate,tree [40] googley,winter [40] winter,poetry [40] snowman,decorate Top Word Pairs in Tweet in G7:
[18] #health,#wellness [17] scichat,saturday [16] #scichat,#cancer [12] #scichat,#archaeology [8] #scichat,#epigenetics [7] cancer,#scichat [7] #scichat,#microbiome [7] covid,19 [7] #scichat,#diet [6] #scichat,#evolution Top Word Pairs in Tweet in G8:
[24] #hschat,#scichat [17] #langchat,news [17] pbl,wl [17] wl,#langchat [17] latest,pbl [15] news,thanks [7] education,daily [7] special,education [7] jewish,special [7] daily,thanks Top Word Pairs in Tweet in G9:
[14] #literacy,#scichat [14] #edleadership,#edtech [14] #learning,#edleadership [12] #edchat,#literacy [12] finals,#mathchat [12] #edtech,#edchat [12] paper,pay [12] #scichat,essay [12] essay,due [12] #edchat,#learning Top Word Pairs in Tweet in G10:
[21] online,classroom [20] free,diverse [18] resources,website [15] classroom,stem [15] stem,resources [14] ranges,online [14] inspiration,discover [14] #stem,inspiration [14] diverse,ranges [14] discover,free Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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: