The graph represents a network of 13,508 Twitter users whose recent tweets contained "Guatemala", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2024 12:00:00 AM and 5/1/2024 9:37:29 AM. The network was obtained from Twitter on Wednesday, 01 May 2024 at 21:43 UTC.
The tweets in the network were tweeted over the 2706-day, 23-hour, 1-minute period from Friday, 02 December 2016 at 17:35 UTC to Wednesday, 01 May 2024 at 16:36 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 : 13508
Unique Edges : 18900
Edges With Duplicates : 9052
Total Edges : 27952
Number of Edge Types : 9
Retweet : 14592
Tweet : 3292
Replies to : 2785
MentionsInRetweet : 2555
MentionsInReplyTo : 2617
Mentions : 1089
Quote : 722
MentionsInQuote : 258
MentionsInQuoteReply : 42
Self-Loops : 4016
Reciprocated Vertex Pair Ratio : 0.00862965273445623
Reciprocated Edge Ratio : 0.0171116379754664
Connected Components : 1659
Single-Vertex Connected Components : 718
Maximum Vertices in a Connected Component : 8978
Maximum Edges in a Connected Component : 22619
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.001035
Graph Density : 0.000106339973664167
Modularity : 0.592956
NodeXL Version : 1.0.1.534
Data Import : The graph represents a network of 13,508 Twitter users whose recent tweets contained "Guatemala", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2024 12:00:00 AM and 5/1/2024 9:37:29 AM. The network was obtained from Twitter on Wednesday, 01 May 2024 at 21:43 UTC.
The tweets in the network were tweeted over the 2706-day, 23-hour, 1-minute period from Friday, 02 December 2016 at 17:35 UTC to Wednesday, 01 May 2024 at 16:36 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 : TwitterSearch3
Graph Term : Guatemala
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:
[2448] abril,2024 [2400] edad,desapareció [2360] alba_keneth,#alertaalbakeneth [1578] year,old [1572] girlfriend,year [1565] immigrant,guatemala [1562] guatemala,stabbed [1562] capture,illegal [1562] illegal,immigrant [1562] police,capture Top Word Pairs in Tweet in G1:
[280] pueblo,guatemala [274] consulta,popular [262] abril,2024 [256] alba_keneth,#alertaalbakeneth [256] edad,desapareció [228] abelina,cruz [203] fiscal,general [184] jueza,abelina [183] cc_guatemala,ojguatemala [181] ministra,educación Top Word Pairs in Tweet in G2:
[1526] florida,police [1526] year,old [1526] girlfriend,year [1526] old,daughter [1526] immigrant,guatemala [1525] capture,illegal [1525] stabbed,girlfriend [1525] guatemala,stabbed [1525] police,capture [1524] illegal,immigrant Top Word Pairs in Tweet in G3:
[984] iván,velásquez [453] ministro,iván [451] república,guatemala [450] velásquez,enredado [450] guatemala,historia [450] enredado,rusos [450] rusos,república [421] historia,supuest [421] vickydavilah,ministro [286] familia,rusa Top Word Pairs in Tweet in G4:
[84] epidemia,dengue [65] declara,emergencia [63] nacional,epidemia [54] emergencia,sanitaria [54] guatemala,declara [46] emergencia,nacional [40] sanitaria,nacional [20] ciudad,guatemala [20] casos,dengue [20] guatemala,guatepeor Top Word Pairs in Tweet in G5:
[1891] edad,desapareció [1884] abril,2024 [1851] alba_keneth,#alertaalbakeneth [976] 30,abril [974] desapareció,30 [675] 2024,zona [556] zona,01 [553] desapareció,29 [552] 29,abril [434] 16,edad Top Word Pairs in Tweet in G6:
[147] abril,2024 [146] alba_keneth,#alertaalbakeneth [146] edad,desapareció [139] ministerio,salud [135] salud,declara [132] declara,emergencia [132] emergencia,sanitaria [129] sanitaria,nacional [127] guatemala,epidemia [127] nacional,territorio Top Word Pairs in Tweet in G7:
[70] guatemala,tax [68] save,children [62] bayoublondepat,look [59] doing,babies [59] children,confuse [59] babies,guatemala [59] spent,groom [59] being,spent [59] look,doing [59] tax,being Top Word Pairs in Tweet in G8:
[70] ciudad,guatemala [70] libertad,prensa [48] zona,ciudad [46] ottoarriaga,zona [42] produce,ciudad [42] sembradíos,toda [42] ciudad,come [42] toda,clase [42] clase,verduras [42] patzicía,chimaltenango Top Word Pairs in Tweet in G9:
[137] brigada,médica [114] joyabaj,guatemala [103] médica,cubana [93] cubana,joyabaj [67] día,internacional [66] brigada,medica [57] #cubacoopera,#bmcguatemala [55] medica,cubana [54] primero,mayo [53] cubana,guatemala Top Word Pairs in Tweet in G10:
[73] 30,abril [70] alba_keneth,#alertaalbakeneth [70] edad,desapareció [70] abril,2024 [69] oligarcas,ofenden [69] chistoso,guatemala [69] saben,chistoso [69] tira,oligarcas [69] guatemala,tira [69] ofenden,tienen 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:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: