The graph represents a network of 2,338 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 21:48 UTC.
The tweets in the network were tweeted over the 1732-day, 11-hour, 48-minute period from Tuesday, 15 May 2018 at 10:37 UTC to Friday, 10 February 2023 at 22:26 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 : 2338
Unique Edges : 2725
Edges With Duplicates : 10766
Total Edges : 13491
Number of Edge Types : 9
Retweet : 1962
MentionsInRetweet : 3732
Mentions : 2934
MentionsInReplyTo : 2507
Replies to : 788
Tweet : 1093
MentionsInQuote : 295
Quote : 178
MentionsInQuoteReply : 2
Self-Loops : 1607
Reciprocated Vertex Pair Ratio : 0.109535238926467
Reciprocated Edge Ratio : 0.197443461160275
Connected Components : 252
Single-Vertex Connected Components : 162
Maximum Vertices in a Connected Component : 1814
Maximum Edges in a Connected Component : 12298
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.400287
Graph Density : 0.000930652906547075
Modularity : 0.278241
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,338 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 21:48 UTC.
The tweets in the network were tweeted over the 1732-day, 11-hour, 48-minute period from Tuesday, 15 May 2018 at 10:37 UTC to Friday, 10 February 2023 at 22:26 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:
[420] esomar,congress [225] market,research [155] esomar,wapor [153] encuestas,electorales [150] 700,casos [149] electorales,esomar [148] pequeña,700 [148] debajo,norma [148] aplica,muestra [148] wapor,antes Top Word Pairs in Tweet in G1:
[255] esomar,congress [106] learn,more [102] market,research [88] #mrx,#insights [84] esomar,#mrx [81] #insights,#mrx [74] #mrx,#marketresearch [69] more,register [67] esomar,workshop [66] questionnaires,people Top Word Pairs in Tweet in G2:
[67] 25,agosto [55] 24,25 [49] esomar,insight250 [41] pierdas,presentación [32] insight250,consumer_truth [31] agosto,asociaciones [31] #talkinlatam,2022 [31] esomar,congress [30] asociaciones,países [29] #talkinlatam,#talkinlatam2022 Top Word Pairs in Tweet in G3:
[153] encuestas,electorales [153] esomar,wapor [150] 700,casos [148] pequeña,700 [148] casos,debajo [148] wapor,antes [148] norma,1000 [148] electorales,esomar [148] muestra,pequeña [148] 1000,casos Top Word Pairs in Tweet in G4:
[57] #esomar,#pamro [56] #keyresearchangola,#research [56] #research,#esomar [55] #pamro,#angola [38] esomar,congress [34] market,research [25] posicionamento,marcas [23] estudo,regular [23] regular,posicionamento [21] estudo,disponível Top Word Pairs in Tweet in G5:
[131] jeanmarcleger1,esomar [42] esomar,félicitations [25] esomar,bravo [21] international,esomar [18] prix,président [18] président,congrès [16] congrès,international [15] recevoir,prestigieux [15] fierté,viens [15] prestigieux,prix Top Word Pairs in Tweet in G6:
[20] dark_83_hart,alshaibani_9 [12] aq_1b,c__c70 [12] c__c70,football_ll55 [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:
[19] #msraconference2022,#businessagility [19] esomar,congress [16] #businessagility,esomar [16] infotrakltd,#msraconference2022 [16] esomar,infotrakn [16] infotrakn,infotrakltd [10] market,research [7] days,remaining [7] 1st,party [7] intelligence,1st Top Word Pairs in Tweet in G8:
[12] #mrx,#marketresearch [8] gril,mr [8] toni,gril [8] članica,esomar [8] latest,toni [8] daily,thanks [8] mr,daily [5] researchlive,esomar [4] ima,članica [4] insights,companies Top Word Pairs in Tweet in G9:
[40] στην,εξεταστική [40] ανέκδοτα,στην [40] pop,που [40] με,διαφορά [40] σκλια,του [40] κ,σκλια [40] σπαρταριστά,ανέκδοτα [40] που,έκανε [40] από,κ [40] vox,pop Top Word Pairs in Tweet in G10:
[4] roblev0,claesson_kate [4] sibella29_,the_leaver [4] resiguru,david19531501 [4] hwick_chris,euoutta [4] mediaventus,chr1s_not_a_bot [4] suastusa,geoffbarton9 [4] leftbehindpoet,iangianni [4] davidmetroland,lordoffreedom2 [4] johnrya13591294,auto_rec_bot [4] david19531501,conraddkonnrad 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: