The graph represents a network of 4,344 Twitter users whose recent tweets contained "marketing research", 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 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 11:27 UTC.
The tweets in the network were tweeted over the 1777-day, 7-hour, 30-minute period from Friday, 27 April 2018 at 17:29 UTC to Friday, 10 March 2023 at 01:00 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 : 4344
Unique Edges : 2435
Edges With Duplicates : 7137
Total Edges : 9572
Number of Edge Types : 9
Tweet : 2356
Retweet : 2023
MentionsInRetweet : 2474
Mentions : 579
Replies to : 888
MentionsInReplyTo : 1159
Quote : 60
MentionsInQuote : 26
MentionsInQuoteReply : 7
Self-Loops : 3568
Reciprocated Vertex Pair Ratio : 0.0367561260210035
Reciprocated Edge Ratio : 0.0709060213843557
Connected Components : 1619
Single-Vertex Connected Components : 961
Maximum Vertices in a Connected Component : 741
Maximum Edges in a Connected Component : 1930
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.839174
Graph Density : 0.000188381294765735
Modularity : 0.42813
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,344 Twitter users whose recent tweets contained "marketing research", 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 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 11:27 UTC.
The tweets in the network were tweeted over the 1777-day, 7-hour, 30-minute period from Friday, 27 April 2018 at 17:29 UTC to Friday, 10 March 2023 at 01:00 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 : 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:
[886] online,class [879] essay,due [763] research,paper [607] algebra,calculus [559] due,assignment [516] math,algebra [509] biology,nursing [504] class,research [482] nursing,essay [476] assignment,online Top Word Pairs in Tweet in G1:
[566] essay,due [551] online,class [516] research,paper [322] due,assignment [322] class,research [304] algebra,calculus [291] assignment,online [257] biology,nursing [256] project,marketing [253] nursing,essay Top Word Pairs in Tweet in G2:
[420] #cnft,twitter [420] research,ready [420] twitter,big [420] plans,provide [420] tuned,plans [420] boost,stay [420] provide,web3 [420] ready,give [420] give,#cnft [420] big,boost Top Word Pairs in Tweet in G3:
[181] co,president [181] let's,reminisce [181] samsungmobile,delivers [181] research,samsungmobile [181] delivers,speech [181] roh,co [181] head,research [181] president,head [181] speech,taehyung [181] tm,roh Top Word Pairs in Tweet in G4:
[73] keyword,research [71] created,video [71] writing,keyword [71] assistant,seo [71] video,course [71] chatgpt,free [71] research,more [71] more,created [71] free,marketing [71] content,writing Top Word Pairs in Tweet in G5:
[69] approached,owner [69] partnership,odoge [69] odoge,brothers [69] marketing,approached [69] owner,project [69] official,partnership [69] brothers,marketing [69] announcement,official [68] brothermkt,announcement Top Word Pairs in Tweet in G6:
[10] thorough,description [10] read,report [10] networking,technology [10] description,layering [10] layering,networking [10] report,thorough [9] cointelegraph,read [9] technology,cl [7] mba,students [7] university,texas Top Word Pairs in Tweet in G7:
[3] marketing,research [2] inurfaceb,princessmomoka2 [2] princessmomoka2,tw175663056 [2] project_veritas,michaeljknowles [2] senrandpaul,gop [2] realdailywire,foxnews [2] foxnews,seanhannity [2] mana_rush,designererica27 [2] leadermcconnell,senrandpaul [2] tuckercarlson,ingrahamangle Top Word Pairs in Tweet in G8:
[2] ghoppe,burgerlab12 [2] provaxtexan,top_muppetries [2] skepticalmutant,nevadto [2] frankdelia7,liamkav [2] carlsmythe,nottaleftard [2] mcfunny,nicoleg425 [2] basil_ireton,tierrahenson [2] ptuk_us,anzacmegan [2] jimsatone,dapperscyphozoa [2] megalodon_16,jimsatone Top Word Pairs in Tweet in G9:
[40] graduate,school [40] behavioral,economics [40] broadly,centered [40] centered,around [40] topics,broadly [40] interested,topics [40] around,marketing [40] prepare,graduate [40] marketing,behavioral [40] looking,prepare Top Word Pairs in Tweet in G10:
[104] crowdfunding,tip [104] #2356,incentive [104] program,cover [104] expenses,including [104] cover,expenses [104] including,limited [104] incentive,pledge [104] pledge,program [104] tip,#2356 [56] processing,research Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: