The graph represents a network of 4,686 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 21:24 UTC.
The tweets in the network were tweeted over the 2501-day, 4-hour, 1-minute period from Thursday, 07 April 2016 at 20:43 UTC to Sunday, 12 February 2023 at 00:45 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 : 4686
Unique Edges : 3002
Edges With Duplicates : 11134
Total Edges : 14136
Number of Edge Types : 9
Retweet : 2348
MentionsInRetweet : 3470
Quote : 567
Replies to : 1923
MentionsInReplyTo : 4506
MentionsInQuoteReply : 317
Mentions : 681
Tweet : 139
MentionsInQuote : 185
Self-Loops : 403
Reciprocated Vertex Pair Ratio : 0.0241981672394044
Reciprocated Edge Ratio : 0.0472529008807493
Connected Components : 56
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 4593
Maximum Edges in a Connected Component : 13995
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.91941
Graph Density : 0.000325818954345718
Modularity : 0.385025
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,686 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 21:24 UTC.
The tweets in the network were tweeted over the 2501-day, 4-hour, 1-minute period from Thursday, 07 April 2016 at 20:43 UTC to Sunday, 12 February 2023 at 00:45 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:
[176] scientific,american [148] good,news [145] current,elites [145] shadow,predecessors [145] self,control [145] embarrassingly,inept [145] elites,embarrassingly [145] predecessors,self [145] inept,shadow [145] news,current Top Word Pairs in Tweet in G1:
[66] scientific,american [43] saved,countless [43] countless,lives [43] garrett,morgan [42] inventor,called [42] patented,gas [42] gas,mask [42] lives,patented [42] black,edison [42] edison,saved Top Word Pairs in Tweet in G2:
[46] science,quickly [29] tulikabose_,kelso_harper [25] join,tulikabose_ [25] fashioned,multimedia [25] mayhem,sciam [25] kelso_harper,good [25] hamiltonmorris,shayla__love [25] come,join [25] multimedia,mayhem [25] good,fashioned Top Word Pairs in Tweet in G3:
[134] news,current [134] predecessors,self [134] elites,embarrassingly [134] embarrassingly,inept [134] current,elites [134] good,news [134] shadow,predecessors [134] inept,shadow [134] self,control [133] auronmacintyre,good Top Word Pairs in Tweet in G4:
[134] ecowarriorss,sciam [52] warmed,fast [52] earth,warmed [51] millions,years [50] planet,thousands [50] fast,tens [50] tens,millions [50] took,planet [50] mind,boggling [50] boggling,earth Top Word Pairs in Tweet in G5:
[135] descubra,coches [135] significaba,coches [135] coches,deben [135] medio,descubra [135] eléctricos,2030 [135] 2030,significaba [135] deben,eléctricos [135] votonto,medio [134] coches,éli [134] monti_1997,votonto Top Word Pairs in Tweet in G6:
[8] more,nothing [8] nothing,happy [8] happy,bs [7] aphilosophae,more [5] earth,reasonably [5] reasonably,aspire [5] internal,combustion [5] person,earth [5] engine,created [5] created,scenario Top Word Pairs in Tweet in G7:
[69] alexpigeon,sciam [32] chrizddv3,sciam [26] matthewsharriso,sciam [22] zero,climate [22] liberties,push [22] electric,zero [22] sciam,take [22] push,electric [22] take,liberties [20] quiet,part Top Word Pairs in Tweet in G8:
[89] sciam,halocar_ [89] anandnandak,sciam [88] ds_ferrin,sciam [43] offaltrades,ds_ferrin [26] pickledswans,offaltrades [25] hooddevin43,sciam [20] brianrookard,ds_ferrin [15] pickledswans,ds_ferrin [13] bruinjustine,sciam [12] offaltrades,brianrookard Top Word Pairs in Tweet in G9:
[74] perhaps,idea [73] byronyork,perhaps [2] ev,market [2] incredibly,abundant [2] abundant,production [2] production,increase [2] scientific,american [2] growing,scientific [2] lithium,incredibly [2] increase,exponentially Top Word Pairs in Tweet in G10:
[6] benefit,using [6] signing,sharing [6] #quercetin,treat [6] petition,dramatic [6] kindly,consider [6] protect,#covid19 [6] consider,signing [6] treat,protect [6] sharing,petition [6] #covid19,kindly 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:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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:
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: