The graph represents a network of 4,681 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 21:24 UTC.
The tweets in the network were tweeted over the 3608-day, 8-hour, 27-minute period from Wednesday, 20 March 2013 at 16:33 UTC to Sunday, 05 February 2023 at 01:00 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 : 4681
Unique Edges : 3683
Edges With Duplicates : 10896
Total Edges : 14579
Number of Edge Types : 9
Retweet : 2169
MentionsInRetweet : 3511
Replies to : 1844
MentionsInReplyTo : 4448
Mentions : 1460
Quote : 387
MentionsInQuote : 345
MentionsInQuoteReply : 224
Tweet : 191
Self-Loops : 510
Reciprocated Vertex Pair Ratio : 0.0327778542900427
Reciprocated Edge Ratio : 0.0634751300173357
Connected Components : 67
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 4525
Maximum Edges in a Connected Component : 14301
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.830127
Graph Density : 0.000342309426906735
Modularity : 0.387771
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,681 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 21:24 UTC.
The tweets in the network were tweeted over the 3608-day, 8-hour, 27-minute period from Wednesday, 20 March 2013 at 16:33 UTC to Sunday, 05 February 2023 at 01:00 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:
[131] during,election [130] properties,during [130] lives,properties [130] world,compel [130] destruction,lives [130] avert,possible [130] compel,nigerian [130] election,world [130] bloodshed,destruction [130] possible,bloodshed Top Word Pairs in Tweet in G1:
[56] search,extraterrestrial [53] extraterrestrial,life [51] plants,domesticate [49] ones,sciam [49] work,good [49] agriculture,find [49] studying,one [49] domesticate,plants [49] suggest,work [49] humans,domesticate Top Word Pairs in Tweet in G2:
[86] jeannabryner,meghas [85] sciam,laurahelmuth [85] laurahelmuth,jeannabryner [82] dvergano,sciam [47] light,pollution [46] getting,worse [37] worse,words [37] away,getting [37] serious,problem [37] stealing,stars Top Word Pairs in Tweet in G3:
[8] many,many [6] green,leaves [6] fast,growing [6] ponds,duckweed [6] scientists,observed [6] growing,brookhavenlab [6] brookhavenlab,researchers [6] clumps,green [6] common,fast [6] leaves,ponds Top Word Pairs in Tweet in G4:
[131] during,election [130] lives,properties [130] avert,possible [130] possible,bloodshed [130] destruction,lives [130] compel,nigerian [130] properties,during [130] election,world [130] world,compel [130] bloodshed,destruction Top Word Pairs in Tweet in G5:
[5] speakercoughlin,asmjohndimaio [4] andrewzwicker,senatortesta [4] asmjohndimaio,njit [4] youngdems,nytopinion [4] usmayors,philosophynow [4] nyyrc,youngdems [4] followstevens,sciam [4] njspotlightnews,propublica [4] caseydesantis,firstladynj [4] philosophynow,nyyrc Top Word Pairs in Tweet in G6:
[58] sea,creatures [57] deniers,happen [57] more,one [57] heat,wave [57] northwest,heat [57] billion,sea [57] wave,killed [57] creatures,mention [57] killed,more [57] happen,pacific Top Word Pairs in Tweet in G7:
[77] electric,car [76] plan,viability [76] scam,plan [76] suggest,electric [76] notice,suggest [76] car,scam [75] conceptualjames,notice [75] viability,necessit [8] second,follow [8] hilarious,first Top Word Pairs in Tweet in G8:
[37] climate,change [18] talk,climate [17] transforming,way [17] political,needed [17] needed,implement [17] build,political [17] people,build [17] engage,people [17] change,engage [17] way,talk Top Word Pairs in Tweet in G9:
[9] chemucph,frufrulund [9] frufrulund,co2 [9] corc_co2,chemucph [8] nytimes,nytscience [8] nytscience,sciam [8] allow,theatlantic [8] ucph_research,theleelab_chem [8] guardian,nytimes [8] co2,#desalination [8] theatlantic,guardian Top Word Pairs in Tweet in G10:
[45] amazing,ebay [45] sciam,reports [45] reports,condensed [45] ebay,find [45] celebrate,amazing [45] 1856,issue [45] condensed,gas [45] find,1856 [45] issue,sciam [44] anaunruhcohen,celebrate Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: