The graph represents a network of 4,735 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 21:24 UTC.
The tweets in the network were tweeted over the 4312-day, 1-hour, 51-minute period from Saturday, 21 May 2011 at 22:45 UTC to Sunday, 12 March 2023 at 00:36 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 : 4735
Unique Edges : 3707
Edges With Duplicates : 10643
Total Edges : 14350
Number of Edge Types : 9
Mentions : 1380
Replies to : 1754
MentionsInReplyTo : 3969
MentionsInRetweet : 4038
Retweet : 2374
Quote : 384
MentionsInQuoteReply : 143
Tweet : 164
MentionsInQuote : 144
Self-Loops : 462
Reciprocated Vertex Pair Ratio : 0.0237871253863728
Reciprocated Edge Ratio : 0.0464688894723024
Connected Components : 60
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 4532
Maximum Edges in a Connected Component : 13787
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.78114
Graph Density : 0.000339854270417466
Modularity : 0.377876
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,735 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 21:24 UTC.
The tweets in the network were tweeted over the 4312-day, 1-hour, 51-minute period from Saturday, 21 May 2011 at 22:45 UTC to Sunday, 12 March 2023 at 00:36 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:
[348] brain,sciam [343] stress,brain [343] impact,stress [311] coming,sciam [310] disappointed,content [310] sciam,guess [310] content,coming [309] surprised,see [309] guess,surprised [308] madihilly,disappointed Top Word Pairs in Tweet in G1:
[348] brain,sciam [343] stress,brain [343] impact,stress [261] sciam,#neuroscience [260] #neuroscience,#medtwitter [259] chrost_hugo,impact [84] sciam,chrost_hugo [83] chrost_hugo,#neurotwitter [83] #neurotwitter,#medtwitter [82] innov_medicine,impact Top Word Pairs in Tweet in G2:
[42] dark,matter [42] day,workweek [42] intelligence,assessments [42] conclusion,important [42] intelligence,assessment [42] important,factor [42] isn,scientific [42] scientific,conclusion [42] assessment,isn [42] factor,intelligence Top Word Pairs in Tweet in G3:
[307] coming,sciam [306] disappointed,content [306] content,coming [305] guess,surprised [305] sciam,guess [305] surprised,see [304] madihilly,disappointed [304] see,exa [81] madihilly,sciam [15] against,yucca Top Word Pairs in Tweet in G4:
[136] elements,crime [136] imo,gop [136] nazis,1933 [136] genocide,nazis [136] satisfies,elements [136] crime,genocide [136] doing,satisfies [136] gop,doing [135] timinhonolulu,imo [7] timinhonolulu,sciam Top Word Pairs in Tweet in G5:
[82] 10,years [81] conventional,oil [80] global,production [80] production,conventional [79] begin,decline [79] people,think [79] probably,within [79] think,probably [79] sooner,people [79] decline,sooner Top Word Pairs in Tweet in G6:
[89] key,happiness [89] happiness,good [89] feel,accomplished [89] life,sometimes [89] publications,always [89] always,key [89] here's,first [89] sometimes,feel [89] accomplished,here's [89] good,life Top Word Pairs in Tweet in G7:
[22] earphone,amazing [22] cnn,sciencenews [22] sciam,nytimes [22] smarter,phone [22] contact,info [22] hands,free [22] nbc,contact [22] call,earphone [22] free,screen [22] screen,smarter Top Word Pairs in Tweet in G8:
[44] lab,leak [32] intelligence,reports [28] cherylrofer,sciam [23] scientific,conclusions [23] reports,scientific [23] leak,intelligence [23] conclusions,sciam [22] dvergano,lab [21] laurahelmuth,cherylrofer [11] leak,theory Top Word Pairs in Tweet in G9:
[32] confirm,still [32] direct,experience [32] still,avoid [32] family,confirm [32] definitely,joke [32] joke,lots [32] experience,family [32] very,definitely [32] lots,direct [32] avoid,getting Top Word Pairs in Tweet in G10:
[24] mbalter,sciam [15] lab,leak [14] made,harder [13] truth,sciam [13] scientists,seek [13] seek,truth [13] leak,hypothesis [13] sciam,seems [13] specializing,clueless [13] seems,specializing Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: