The graph represents a network of 2,369 Twitter users whose recent tweets contained "Esomar", 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 2/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 21:32 UTC.
The tweets in the network were tweeted over the 1725-day, 12-hour, 1-minute period from Tuesday, 15 May 2018 at 10:37 UTC to Friday, 03 February 2023 at 22:38 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 : 2369
Unique Edges : 2713
Edges With Duplicates : 10827
Total Edges : 13540
Number of Edge Types : 9
Retweet : 1992
MentionsInRetweet : 3763
MentionsInReplyTo : 2523
Replies to : 791
Mentions : 2924
Tweet : 1077
MentionsInQuote : 290
Quote : 177
MentionsInQuoteReply : 3
Self-Loops : 1589
Reciprocated Vertex Pair Ratio : 0.108752166377816
Reciprocated Edge Ratio : 0.196170379054318
Connected Components : 250
Single-Vertex Connected Components : 160
Maximum Vertices in a Connected Component : 1806
Maximum Edges in a Connected Component : 12272
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.399012
Graph Density : 0.000912333291501717
Modularity : 0.283829
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,369 Twitter users whose recent tweets contained "Esomar", 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 2/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 21:32 UTC.
The tweets in the network were tweeted over the 1725-day, 12-hour, 1-minute period from Tuesday, 15 May 2018 at 10:37 UTC to Friday, 03 February 2023 at 22:38 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 : Esomar
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:
[418] esomar,congress [224] market,research [154] esomar,wapor [152] encuestas,electorales [149] 700,casos [148] electorales,esomar [147] pequeña,700 [147] debajo,norma [147] aplica,muestra [147] wapor,antes Top Word Pairs in Tweet in G1:
[170] esomar,congress [132] jeanmarcleger1,esomar [86] market,research [67] learn,more [50] #insights,#mrx [49] more,register [45] esomar,workshop [44] #mrx,#insights [44] congress,2022 [44] questionnaires,people Top Word Pairs in Tweet in G2:
[140] esomar,congress [66] market,research [51] #mrx,#marketresearch [44] learn,more [38] #mrx,#insights [34] esomar,president [33] congress,toronto [32] esomar,council [31] #insights,#mrx [31] kristinluck,esomar Top Word Pairs in Tweet in G3:
[152] esomar,wapor [152] encuestas,electorales [149] 700,casos [147] casos,encuestas [147] norma,1000 [147] aplica,muestra [147] debajo,norma [147] cadem,aplica [147] electorales,esomar [147] casos,debajo Top Word Pairs in Tweet in G4:
[67] 25,agosto [55] 24,25 [44] esomar,insight250 [41] pierdas,presentación [32] insight250,consumer_truth [31] #talkinlatam,2022 [31] agosto,asociaciones [30] asociaciones,países [29] #talkinlatam,#talkinlatam2022 [27] apeimperu,acei_co Top Word Pairs in Tweet in G5:
[56] #esomar,#pamro [55] #keyresearchangola,#research [55] #research,#esomar [54] #pamro,#angola [38] esomar,congress [34] market,research [24] posicionamento,marcas [22] estudo,regular [22] regular,posicionamento [21] congress,2022 Top Word Pairs in Tweet in G6:
[20] dark_83_hart,alshaibani_9 [16] c__c70,football_ll55 [13] aq_1b,c__c70 [11] esomar_,dark_83_hart [10] esomar_,el_7amadi [9] teasenpaii,hamadshanab [9] cl6l_,kooora_ae [9] _3wadh,dark_83_hart [9] ii_qf5,teasenpaii [8] الإمارات,لم Top Word Pairs in Tweet in G7:
[88] vox,pop [82] με,διαφορά [82] δημοσκοπήσεις,με [82] κ,σκλια [82] εξεταστική,από [82] φαντάσματος,vox [82] σπαρταριστά,ανέκδοτα [82] που,έκανε [82] pop,που [82] σκλια,του Top Word Pairs in Tweet in G8:
[4] stevesdog1,sunick51 [4] davidmetroland,lordoffreedom2 [4] of_flocks,mindedmusically [4] thegrimbarian,beowulfschaefer [4] chr1s_not_a_bot,bazcarter15 [4] iangianni,chrisev06631592 [4] mediaventus,chr1s_not_a_bot [4] lordgmanilson,leftbehindpoet [4] roblev0,claesson_kate [4] andrewsibley15,credacreda Top Word Pairs in Tweet in G9:
[12] #mrx,#marketresearch [8] toni,gril [8] daily,thanks [8] mr,daily [8] gril,mr [8] latest,toni [7] target,audience [6] 2021,hsbc [6] felt,need [6] #imrd22,#consumerinsights Top Word Pairs in Tweet in G10:
[82] flagship,series [63] esomar,flagship [33] esomar,congress [26] conference,2022 [26] congress,conference [25] nuestra,cobertura [22] jake,beniflah [22] cobertura,vivo [19] questionpro_es,comenzamos [17] speakers,comparten 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 G6:
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: