The graph represents a network of 2,399 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 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 21:32 UTC.
The tweets in the network were tweeted over the 1690-day, 10-hour, 30-minute period from Tuesday, 15 May 2018 at 10:37 UTC to Friday, 30 December 2022 at 21:07 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 : 2399
Unique Edges : 2744
Edges With Duplicates : 11027
Total Edges : 13771
Number of Edge Types : 9
Retweet : 2049
MentionsInRetweet : 3886
Mentions : 2940
MentionsInReplyTo : 2561
Replies to : 799
Tweet : 1017
MentionsInQuote : 331
Quote : 185
MentionsInQuoteReply : 3
Self-Loops : 1547
Reciprocated Vertex Pair Ratio : 0.10964725881853
Reciprocated Edge Ratio : 0.197625430869399
Connected Components : 245
Single-Vertex Connected Components : 159
Maximum Vertices in a Connected Component : 1845
Maximum Edges in a Connected Component : 12541
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.403374
Graph Density : 0.000907731571502026
Modularity : 0.283369
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,399 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 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 21:32 UTC.
The tweets in the network were tweeted over the 1690-day, 10-hour, 30-minute period from Tuesday, 15 May 2018 at 10:37 UTC to Friday, 30 December 2022 at 21:07 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:
[416] esomar,congress [223] market,research [152] esomar,wapor [150] encuestas,electorales [147] 700,casos [146] electorales,esomar [145] pequeña,700 [145] debajo,norma [145] aplica,muestra [145] wapor,antes Top Word Pairs in Tweet in G1:
[151] esomar,congress [132] jeanmarcleger1,esomar [84] market,research [42] esomar,félicitations [39] congress,2022 [36] #mrx,#insights [29] insights,industry [28] dr,parves [26] learn,more [25] esomar,bravo Top Word Pairs in Tweet in G2:
[141] esomar,congress [75] #mrx,#marketresearch [71] esomar,#mrx [66] market,research [50] #mrx,#insights [34] congress,toronto [33] esomar,president [32] esomar,council [32] kristinluck,esomar [32] learn,more Top Word Pairs in Tweet in G3:
[150] esomar,wapor [150] encuestas,electorales [147] 700,casos [145] casos,encuestas [145] norma,1000 [145] aplica,muestra [145] debajo,norma [145] cadem,aplica [145] electorales,esomar [145] 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] agosto,asociaciones [31] #talkinlatam,2022 [31] esomar,flagship [30] asociaciones,países [29] #talkinlatam,#talkinlatam2022 Top Word Pairs in Tweet in G5:
[56] #esomar,#pamro [55] #keyresearchangola,#research [55] #research,#esomar [54] #pamro,#angola [40] esomar,congress [34] market,research [23] posicionamento,marcas [21] estudo,regular [21] regular,posicionamento [21] estudo,disponível 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:
[101] vox,pop [95] με,διαφορά [95] δημοσκοπήσεις,με [95] κ,σκλια [95] εξεταστική,από [95] φαντάσματος,vox [95] σπαρταριστά,ανέκδοτα [95] που,έκανε [95] pop,που [95] σκλια,του Top Word Pairs in Tweet in G8:
[12] #esomar,council [12] standing,#esomar [11] martinoxley,standing [9] newsletter,waporlatam [9] webinar,enzonussio [9] waporlatam,noticias [9] nueva,newsletter [9] paraspaps,podcast [9] paulina,valenezuela [9] noticias,webinar Top Word Pairs in Tweet in G9:
[20] esomar,congress [10] market,research [9] value,proposition [8] needy,female [7] call,#scholarship [7] party,data [7] eod,15th [7] data,identify [7] audience,engages [7] remaining,application Top Word Pairs in Tweet in G10:
[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 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 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: