The graph represents a network of 5,435 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 11 June 2021 at 10:06 UTC.
The requested start date was Friday, 11 June 2021 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 8-day, 11-hour, 40-minute period from Wednesday, 02 June 2021 at 07:10 UTC to Thursday, 10 June 2021 at 18:50 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 : 5435
Unique Edges : 3418
Edges With Duplicates : 7452
Total Edges : 10870
Number of Edge Types : 5
Tweet : 4415
Retweet : 2182
Replies to : 517
Mentions : 1491
MentionsInRetweet : 2265
Self-Loops : 4783
Reciprocated Vertex Pair Ratio : 0.0223919915700738
Reciprocated Edge Ratio : 0.0438031435197114
Connected Components : 2150
Single-Vertex Connected Components : 1319
Maximum Vertices in a Connected Component : 932
Maximum Edges in a Connected Component : 3035
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 8.362991
Graph Density : 0.000131408803272455
Modularity : 0.425692
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,435 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 11 June 2021 at 10:06 UTC.
The requested start date was Friday, 11 June 2021 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 8-day, 11-hour, 40-minute period from Wednesday, 02 June 2021 at 07:10 UTC to Thursday, 10 June 2021 at 18:50 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 : marketing research
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:
[1435] research,paper [794] assignment,online [765] project,marketing [755] essay,due [739] marketing,thesis [729] calculus,accounting [728] nursing,essay [721] thesis,calculus [698] accounting,nursing [680] math,calculus Top Word Pairs in Tweet in G1:
[742] research,paper [338] nursing,essay [310] essay,due [309] assignment,online [307] #essay,due [294] project,marketing [289] marketing,thesis [285] thesis,calculus [272] case,study [271] marketing,research Top Word Pairs in Tweet in G2:
[56] keyword,research [38] market,research [29] research,seo [27] seo,definitive [27] definitive,guide [27] guide,#seo [27] #seo,#socialmedia [27] #socialmedia,#socialmarketing [27] #socialmarketing,#seomarketing [27] #seomarketing,#webmarketing Top Word Pairs in Tweet in G3:
[133] 60,pr [133] pr,news [133] news,bet [133] bet,packaged [133] packaged,food [133] food,brands [133] brands,more [133] more,marketing [133] marketing,budget [133] budget,unhealthy Top Word Pairs in Tweet in G4:
[93] lead,generation [34] hi,professional [34] professional,writer [34] writer,provide [34] provide,kinds [34] kinds,writing [34] writing,services [34] services,varying [34] varying,blogs [34] blogs,articles Top Word Pairs in Tweet in G5:
[49] pube,charity [49] charity,token [49] token,cares [49] cares,helping [49] helping,homeless [49] homeless,testicular [49] testicular,cancer [49] cancer,research [48] research,#itsonlythebeginning [48] #itsonlythebeginning,36k Top Word Pairs in Tweet in G6:
[326] research,paper [188] case,study [181] #saudiarabia,#kuwait [180] #uk,#usa [177] #usa,#uae [175] #statistics,#biology [174] #uae,#saudiarabia [162] essay,due [161] #math,#algebra [161] #algebra,#calculus Top Word Pairs in Tweet in G7:
[77] marketing,research [77] research,foundation [77] foundation,somi [77] somi,entrou [77] entrou,uma [77] uma,ação [77] ação,coletiva [77] coletiva,representando [77] representando,64 [77] 64,000 Top Word Pairs in Tweet in G8:
[63] research,paper [62] #research,paper [60] #essay,due [48] #math,#algebra [47] #algebra,#calculus [47] #calculus,#statistics [47] paper,#dissertation [45] #business,law [45] law,#math [44] #nursing,#essay Top Word Pairs in Tweet in G9:
[7] congrats,sadiethoma [7] sadiethoma,great [7] great,see [7] see,the_arf [7] the_arf,choose [7] choose,google [7] google,colleague [7] colleague,grand [7] grand,jury [7] jury,explore Top Word Pairs in Tweet in G10:
[63] #algebra,#calculus [63] #calculus,#statistics [47] research,paper [45] #essay,due [41] #research,paper [38] #maths,#algebra [31] #project,#marketing [29] #biology,#chemistry [27] #chemistry,#homework [27] due,#assignment Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: