The graph represents a network of 1,604 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 01:20 UTC.
The tweets in the network were tweeted over the 3171-day, 8-hour, 33-minute period from Friday, 09 May 2014 at 15:09 UTC to Friday, 13 January 2023 at 23:42 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 : 1604
Unique Edges : 1071
Edges With Duplicates : 8670
Total Edges : 9741
Number of Edge Types : 8
Retweet : 3392
MentionsInRetweet : 4185
Mentions : 932
Tweet : 944
Quote : 57
MentionsInReplyTo : 85
Replies to : 116
MentionsInQuote : 30
Self-Loops : 2110
Reciprocated Vertex Pair Ratio : 0.0282854656222802
Reciprocated Edge Ratio : 0.0550148116800677
Connected Components : 70
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 1415
Maximum Edges in a Connected Component : 9422
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.628302
Graph Density : 0.000919021846506628
Modularity : 0.214346
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,604 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 01:20 UTC.
The tweets in the network were tweeted over the 3171-day, 8-hour, 33-minute period from Friday, 09 May 2014 at 15:09 UTC to Friday, 13 January 2023 at 23:42 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:
[324] #scichat,#scicomm [264] #stem,#scichat [209] #edchat,#edtech [203] #d123,#edchat [189] #edtech,#cpchat [177] #sschat,#scichat [170] #cpchat,#elemchat [163] #elemchat,#mschat [159] #mschat,#hschat [158] science,pawdcast Top Word Pairs in Tweet in G1:
[313] #scichat,#scicomm [215] #stem,#scichat [154] praxis,science [150] science,outreach [140] smarts',column [140] 'science,smarts' [140] latest,praxis [140] outreach,'science [135] medicine,news [133] #science,#scichat Top Word Pairs in Tweet in G2:
[144] google,slides [144] inside,text [144] text,slides [144] slides,make [144] creating,photo [144] place,image [144] photo,words [144] slides,place [144] image,inside [144] words,google Top Word Pairs in Tweet in G3:
[81] lessons,rock [81] #scichat,#pbl [81] rock,#scichat [81] #pbl,#teaching [81] right,#science [81] #science,lessons [81] doing,right [81] sure,doing [80] tcea,sure [33] #stem,#scichat Top Word Pairs in Tweet in G4:
[158] science,pawdcast [141] audio,show [117] pawdcast,podcast [117] love,audio [117] show,science [117] love,tweet [117] podcast,sites [117] tweet,love [117] sites,main [71] main,sh Top Word Pairs in Tweet in G5:
[183] #d123,#edchat [181] #edchat,#edtech [174] #edtech,#cpchat [162] #cpchat,#elemchat [158] #elemchat,#mschat [154] #mschat,#hschat [154] #hschat,#ntchat [151] #pblchat,#apchat [151] #sschat,#scichat [151] #ntchat,#pblchat Top Word Pairs in Tweet in G6:
[31] #hschat,#scichat [19] wl,#langchat [19] latest,pbl [19] #langchat,news [19] pbl,wl [17] news,thanks [12] special,education [12] jewish,special [12] latest,jewish [12] daily,thanks Top Word Pairs in Tweet in G7:
[23] scichat,saturday [17] #scichat,#cancer [16] #health,#wellness [10] #scichat,#archaeology [6] #scichat,#genomics [6] #scichat,#foodscience [6] saturday,kieranjwhite [6] older,adults [6] #diet,#health [6] state,science Top Word Pairs in Tweet in G8:
[9] #scicomm,#openscience [7] #scicomm,#scichat [6] #openscience,#scichat [5] #psychology,#cdnpoli [5] #science,#scicomm [4] #scichat,#science [4] field,communication [4] internet,radio [4] #election2022,#nevervoteconservative [4] understand,#gender Top Word Pairs in Tweet in G9:
[16] #edchat,#learning [15] #edleadership,#edtech [14] #literacy,#scichat [14] #learning,#edleadership [12] #edchat,#literacy [12] finals,#mathchat [12] #edtech,#edchat [12] paper,pay [12] #scichat,essay [12] essay,due Top Word Pairs in Tweet in G10:
[22] tweets,think [22] think,read [22] read,more [21] more,stories [16] #hschat,#scichat [14] stories,paulenderle [9] paulenderle,#hschat [9] #mathchat,#scichat [8] #sschat,#scichat [7] #elachat,#mathchat Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
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: