The graph represents a network of 4,559 Twitter users whose recent tweets contained "sciam", 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 21:24 UTC.
The tweets in the network were tweeted over the 3984-day, 15-hour, 39-minute period from Friday, 06 April 2012 at 09:15 UTC to Sunday, 05 March 2023 at 00:54 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 : 4559
Unique Edges : 4003
Edges With Duplicates : 11457
Total Edges : 15460
Number of Edge Types : 9
Tweet : 156
Retweet : 2252
MentionsInRetweet : 4199
Quote : 324
MentionsInQuote : 214
MentionsInReplyTo : 4756
Replies to : 2024
Mentions : 1284
MentionsInQuoteReply : 251
Self-Loops : 461
Reciprocated Vertex Pair Ratio : 0.0221589502352067
Reciprocated Edge Ratio : 0.0433571515078116
Connected Components : 45
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 4452
Maximum Edges in a Connected Component : 15273
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.730685
Graph Density : 0.000397354715768423
Modularity : 0.381603
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,559 Twitter users whose recent tweets contained "sciam", 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 21:24 UTC.
The tweets in the network were tweeted over the 3984-day, 15-hour, 39-minute period from Friday, 06 April 2012 at 09:15 UTC to Sunday, 05 March 2023 at 00:54 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 : sciam
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:
[196] brain,sciam [194] stress,brain [194] impact,stress [191] science,becomes [189] happens,science [189] becomes,political [187] cernovich,happens [158] billion,people [156] people,world [153] crisis,achievement Top Word Pairs in Tweet in G1:
[195] brain,sciam [194] stress,brain [194] impact,stress [148] #neuroscience,#medtwitter [148] sciam,#neuroscience [147] chrost_hugo,impact [109] invisible,rhinoceroses [78] long,covid [64] alpha,wolf [57] wolf,idea Top Word Pairs in Tweet in G2:
[135] laurahelmuth,sciam [125] dvergano,sciam [115] laurahelmuth,dvergano [71] wolf,packs [69] packs,simply [69] simply,families [68] alpha,wolf [68] family,stuff [68] sweet,family [68] breeding,pair Top Word Pairs in Tweet in G3:
[113] people,world [113] billion,people [112] achievement,population [112] 1968,one [112] more,doubled [112] doubled,1968 [112] crisis,achievement [112] population,more [112] world,crisis [111] ecowarriorss,billion Top Word Pairs in Tweet in G4:
[185] becomes,political [185] happens,science [185] science,becomes [183] cernovich,happens [10] cernovich,sciam [7] sciam,time [7] time,revisit [4] recovered,year [4] year,recover [3] seen,right Top Word Pairs in Tweet in G5:
[25] sciam,nytimes [23] nytimes,ap [22] smarter,phone [22] free,screen [22] safe,call [22] amazing,eyes [22] eyes,hands [22] sciencechannel,sciam [22] info,carsafe [22] sciencenews,sciencechannel Top Word Pairs in Tweet in G6:
[75] chicken,stockpile [73] based,vaccines [73] ironic,secret [73] need,make [73] strategic,chicken [73] undisclosed,locations [73] make,egg [73] egg,based [73] locations,case [73] stockpile,undisclosed Top Word Pairs in Tweet in G7:
[105] tanyalewis314,sciam [101] caulfieldtim,tanyalewis314 [96] sciam,fetalultrasound [29] severe,risks [29] covid,poses [29] unvaccinated,people [29] pregnancy,especially [29] especially,unvaccinated [29] poses,severe [29] people,tanyalewis314 Top Word Pairs in Tweet in G8:
[65] naomioreskes,sciam [27] billion,people [25] people,world [23] crisis,achievement [23] world,crisis [22] eight,billion [22] achievement,sciam [22] latest,sciam [22] sciam,eight [21] naomioreskes,latest Top Word Pairs in Tweet in G9:
[8] between,liberals [8] boil,down [8] conservatives,boil [8] one,belief' [8] differences,between [8] according,scientific [8] down,one [8] scientific,american [8] belief',according [8] liberals,conservatives Top Word Pairs in Tweet in G10:
[25] skill,once [25] thought,distinctively [25] once,thought [25] distinctively,human [25] perform,another [25] another,skill [25] crows,perform [25] human,sciam [24] qafzeh,crows [15] desilva_jerry,sciam 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:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: