The graph represents a network of 36,156 Twitter users whose recent tweets contained "#crisis", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 50,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 1/18/2024 8:40:00 PM. The network was obtained from Twitter on Friday, 19 January 2024 at 17:37 UTC.
The tweets in the network were tweeted over the 2970-day, 2-hour, 14-minute period from Wednesday, 02 December 2015 at 07:07 UTC to Friday, 19 January 2024 at 09:21 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 : 36156
Unique Edges : 32075
Edges With Duplicates : 34361
Total Edges : 66436
Number of Edge Types : 9
Tweet : 33886
Mentions : 16114
MentionsInQuote : 2265
Quote : 3949
Replies to : 5189
MentionsInReplyTo : 3448
Retweet : 1161
MentionsInRetweet : 284
MentionsInQuoteReply : 140
Self-Loops : 37544
Reciprocated Vertex Pair Ratio : 0.00774499709002999
Reciprocated Edge Ratio : 0.0153709462461128
Connected Components : 16445
Single-Vertex Connected Components : 12733
Maximum Vertices in a Connected Component : 11670
Maximum Edges in a Connected Component : 26968
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.504199
Graph Density : 1.72197464087496E-05
Modularity : 0.437807
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 36,156 Twitter users whose recent tweets contained "#crisis", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 50,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 1/18/2024 8:40:00 PM. The network was obtained from Twitter on Friday, 19 January 2024 at 17:37 UTC.
The tweets in the network were tweeted over the 2970-day, 2-hour, 14-minute period from Wednesday, 02 December 2015 at 07:07 UTC to Friday, 19 January 2024 at 09:21 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 : TwitterSearch3
Graph Term : #crisis
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[724] read,more [528] #economy,#crisis [471] #economic,#crisis [471] #climate,#crisis [441] #banking,#crisis [435] #inflation,#crisis [362] #collapse,#doomsday [361] #survival,#prepping [360] #apocalypse,#crisis [360] #prepping,#emergency Top Word Pairs in Tweet in G1:
[456] read,more [407] #economy,#crisis [361] #survival,#prepping [359] #automation,#jobmarket [359] #futureofwork,#apocalypse [359] #apocalypse,#crisis [359] #prepping,#emergency [359] #jobmarket,#survival [359] #collapse,#doomsday [359] #ai,#automation Top Word Pairs in Tweet in G2:
[149] read,more [67] #people,#protest [67] #crisis,emmanuelmacron [66] #protest,#crisis [50] #crisis,#pr [47] #africa,#sudan [40] reputationdr,repdocllc [37] #france,#paris [37] #paris,#people [37] #crisis,read Top Word Pairs in Tweet in G3:
[253] #constitutional,#crisis [232] #crisis,2024 [173] jim,jordan [172] plotted,end [172] jordan,#putin [172] become,house [172] #putin,#trump [172] big,#constitutional [172] set,become [172] #fascist,plotted Top Word Pairs in Tweet in G4:
[28] #greatreset,#klausschwab [27] #crisis,#energiecrisis [27] #boerenopstand,#stikstofcrisis [27] #wefpuppet,#boerenacties [27] #boerenacties,#nederlandinnood [25] #rutte,#kaag [25] #wegmetditkabinet,#wef [25] #nederlandinnood,#greatreset [25] #wef,#wefpuppet [23] #kaag,#boerenopstand Top Word Pairs in Tweet in G5:
[70] #airpollution,#crisis [51] #norththailand,#airpollution [47] #costofliving,#crisis [23] #climate,#crisis [18] cost,living [15] #palestine,#ceasefire [15] #gaza,#crisis [14] #ceasefire,#ceasefirenow [13] #crisis,#emergency [13] #health,#crisis Top Word Pairs in Tweet in G6:
[24] hahaha,#crisis [22] #ashes23,#crisis [11] #stateoforigin,#crisis [10] 9newssyd,nrlonnine [9] #nrl,#crisis [9] #nrleelsbroncos,#crisis [8] #housing,#crisis [8] danny_weidler,9newssyd [8] #crisis,awareness [7] #ashes2023,#crisis Top Word Pairs in Tweet in G7:
[73] #politica,#economia [73] 15,16 [73] fmmilenium,#radio [73] 16,hs [73] junto,eusolis [73] #radio,#domingo [55] #findesemana,#politica [55] #domingo,#findesemana [49] #analisis,#crisis [48] eusolis,fmmilenium Top Word Pairs in Tweet in G8:
[16] #monclova,#crisis [16] #amlo,#monclova [16] #ahmsa,#amlo [15] #crisis,#inversión [14] episodio,completo [14] completo,#ahmsa [12] duda,#guerrero [12] renunciaron,duda [12] secretario,seguridad [12] trás,dimisión Top Word Pairs in Tweet in G9:
[194] última,hora [87] #crisis,#economia [86] #vizner,#negociostv [62] #josevizner,#vizner [61] #crisiseconomica,#crisisfinanciera [60] #crisis,#crisiseconomica [56] #economia,#crisis [47] #ultimahora,#negociostv [46] #economia,#mercados [44] credit,suisse Top Word Pairs in Tweet in G10:
[49] #crisis,youtube [39] #ntelemicro5,#emisiónestelarnt5 [38] través,youtube [31] #banking,#crisis [21] #crisis,#refugees [21] #asylum,#crisis [20] #refugees,youtube [19] #haití,#crisis [18] carlosovlad,noticias [18] sigueme,#youtube Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: