The graph represents a network of 142 Twitter users whose tweets in the requested range contained "Esomar", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 30 July 2022 at 20:26 UTC.
The requested start date was Saturday, 30 July 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 6-hour, 34-minute period from Monday, 18 July 2022 at 07:33 UTC to Friday, 29 July 2022 at 14:08 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 142
Unique Edges : 160
Edges With Duplicates : 265
Total Edges : 425
Number of Edge Types : 5
Retweet : 74
MentionsInRetweet : 128
Mentions : 159
Tweet : 43
Replies to : 21
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0.133663366336634
Reciprocated Edge Ratio : 0.235807860262009
Connected Components : 31
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 90
Maximum Edges in a Connected Component : 354
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.61663
Graph Density : 0.0114374188392768
Modularity : 0.395992
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 142 Twitter users whose tweets in the requested range contained "Esomar", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 30 July 2022 at 20:26 UTC.
The requested start date was Saturday, 30 July 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 6-hour, 34-minute period from Monday, 18 July 2022 at 07:33 UTC to Friday, 29 July 2022 at 14:08 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[24] 25,agosto [19] #talkinlatam,#talkinlatam2022 [19] 24,25 [18] gender,career [18] career,advancement [15] agosto,asociaciones [15] asociaciones,países [15] países,latinoamérica [12] top,50 [12] share,experience Top Word Pairs in Tweet in G1:
[5] dr,parves [5] parves,khan [5] monday,august [4] esomar,#mrx [3] ceo,dr [3] august,1st [3] data,management [3] global,top [3] top,50 [3] 50,insights Top Word Pairs in Tweet in G2:
[24] 25,agosto [19] #talkinlatam,#talkinlatam2022 [19] 24,25 [15] agosto,asociaciones [15] asociaciones,países [15] países,latinoamérica [11] pierdas,presentación [10] acceso,libre [9] amaimexico,pierdas [9] altazor_intell,omar3strada Top Word Pairs in Tweet in G3:
[7] esomar,congress [5] ヴァリューズが世界最大級のマーケティングリサーチカンファレンス,esomar [5] congress,2022 [5] 2022,に発表者として選出 [4] esomar,names [4] director,general [4] general,ceo [3] khan,director [2] names,dr [2] dr,parves Top Word Pairs in Tweet in G4:
[14] gender,career [14] career,advancement [8] esomar,share [8] share,experience [8] experience,womeninresearch [8] womeninresearch,fielding [8] fielding,third [8] third,wave [8] wave,gender [8] advancement,research Top Word Pairs in Tweet in G5:
[10] الس,نة [5] شخص,يؤمن [5] لكن,يستمر [2] الجانب,المؤلم [2] المؤلم,من [2] من,العالم [2] العالم,اب [2] اب,وام [2] وام,في [2] في,حالة Top Word Pairs in Tweet in G6:
[2] brand,guilty [2] guilty,community [2] community,washing [2] super,excited [2] excited,appearing [2] appearing,esomar's [2] esomar's,congress [2] congress,2022 [2] 2022,brilliant [2] brilliant,researcher Top Word Pairs in Tweet in G7:
[7] global,top [7] top,50 [5] upax_oficial,esomar [5] 50,insights [5] insights,companies [5] companies,2022 [4] méxico,esomar [4] grandes,research [4] research,méxico [3] upax,considerada Top Word Pairs in Tweet in G9:
[3] siendo,momento [3] momento,cadem [3] cadem,siga [3] siga,recomendaciones [3] recomendaciones,esomar [3] esomar,aumente [3] aumente,tamaño [3] tamaño,muestra [3] muestra,hoy [3] hoy,701 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
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 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: