The graph represents a network of 5,213 Twitter users whose recent tweets contained "#WEF", 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 02:24 UTC.
The tweets in the network were tweeted over the 4662-day, 9-hour, 55-minute period from Saturday, 10 April 2010 at 15:05 UTC to Sunday, 15 January 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 : 5213
Unique Edges : 2201
Edges With Duplicates : 10192
Total Edges : 12393
Number of Edge Types : 9
Retweet : 4149
MentionsInRetweet : 5020
Replies to : 448
MentionsInReplyTo : 1152
Quote : 242
Tweet : 805
MentionsInQuoteReply : 41
Mentions : 403
MentionsInQuote : 133
Self-Loops : 972
Reciprocated Vertex Pair Ratio : 0.00418679549114332
Reciprocated Edge Ratio : 0.00833867864015394
Connected Components : 378
Single-Vertex Connected Components : 124
Maximum Vertices in a Connected Component : 4196
Maximum Edges in a Connected Component : 10393
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.174993
Graph Density : 0.000229516532772208
Modularity : 0.483582
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,213 Twitter users whose recent tweets contained "#WEF", 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 02:24 UTC.
The tweets in the network were tweeted over the 4662-day, 9-hour, 55-minute period from Saturday, 10 April 2010 at 15:05 UTC to Sunday, 15 January 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 : #WEF
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:
[1581] #wef,#klausschwab [1432] next,pandemic [1432] cyber,attack [1429] planning,cyber [1429] attack,next [1428] pandemic,sound [1428] sound,#wef [1427] wallstreetsilv,planning [352] klaus,schwab [242] world,economic Top Word Pairs in Tweet in G1:
[1404] #wef,#klausschwab [1365] cyber,attack [1365] attack,next [1365] pandemic,sound [1365] next,pandemic [1365] sound,#wef [1365] planning,cyber [1364] wallstreetsilv,planning [15] protect,wef [15] davos,expecting Top Word Pairs in Tweet in G2:
[105] meermaals,gelogen [43] dag,lang [43] wef,deelname [43] 24,uur [43] persbericht,ging [43] máxima,dag [43] ging,uit [43] rvd,houdt [43] houdt,wef [43] uit,24 Top Word Pairs in Tweet in G3:
[113] george_orwell3,#wef [94] klaus,schwab [78] die,selbst [78] selbst,verursachten [78] herbeifantasierten,krisen [78] verursachten,herbeifantasierten [78] praktisch,die [75] #wef,#klausschwab [67] krisen,klaus [67] #davos2023,praktisch Top Word Pairs in Tweet in G4:
[95] economic,forum [95] world,economic [70] annual,meeting [63] davos,next [63] highfalutin,elites [63] world,highfalutin [63] elites,once [63] forum,annual [63] week,world [63] arrive,davos Top Word Pairs in Tweet in G5:
[157] rutte,gaat [157] naar,#wef [144] andere,bewindslieden [144] ter,wereld [144] gaat,aankomende [144] met,andere [144] aankomende,week [144] bewindslieden,naar [144] #wef,meest [144] meest,invloedrijke Top Word Pairs in Tweet in G6:
[61] #wef,#fauci [58] #fauci,#vaccine [57] criminal,#conspiracy [57] #ccp,#wef [57] #vaccine,#dead [57] greatest,criminal [57] #dead,greatest [57] #conspiracy,history [57] history,well [56] renztom,#ccp Top Word Pairs in Tweet in G7:
[95] nichts,klima [95] co2,reine [95] reine,abzocke [95] klima,menschengemachter [95] fenster,co2 [95] abzocke,nichts [95] weit,fenster [95] mal,weit [95] lehne,mal [94] lastrealchris,lehne Top Word Pairs in Tweet in G8:
[102] vidéo,président [102] effrayante,éventuelle [102] message,vidéo [102] mondial,davos [102] klaus,schwab [102] schwab,déclaration [102] président,forum [102] economique,mondial [102] forum,economique [102] déclaration,effrayante Top Word Pairs in Tweet in G9:
[137] sumakhelena,luisamneubauer [136] gretathunberg,vanessa_vash [136] vanessa_vash,sumakhelena [129] luisamneubauer,abmahnungsbrief [128] gerade,gretathunberg [128] habe,gerade [90] abmahnungsbrief,unterzeichne [89] hannesjaenicke,habe [36] davos,wef [35] abmahnungsbrief,unterzeichnet Top Word Pairs in Tweet in G10:
[13] joerogan,rustyrockets [8] klaus,schwab [6] #klausschwab,#wef [6] patrickbetdavid,pbdspodcast [6] stop,#wef [6] pbdspodcast,joerogan [6] ggreenwald,bitboy_crypto [6] timcast,tuckercarlson [6] rustyrockets,timcast [6] tuckercarlson,ggreenwald Top Replied-To in Entire Graph:
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 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:
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: