The graph represents a network of 4,215 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 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 10:56 UTC.
The tweets in the network were tweeted over the 2386-day, 6-hour, 12-minute period from Friday, 22 July 2016 at 18:44 UTC to Friday, 03 February 2023 at 00:56 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 : 4215
Unique Edges : 2492
Edges With Duplicates : 6958
Total Edges : 9450
Number of Edge Types : 9
Retweet : 1677
MentionsInRetweet : 2172
Tweet : 2562
Replies to : 975
MentionsInReplyTo : 1238
Mentions : 710
Quote : 71
MentionsInQuote : 21
MentionsInQuoteReply : 24
Self-Loops : 3608
Reciprocated Vertex Pair Ratio : 0.0366379310344828
Reciprocated Edge Ratio : 0.0706860706860707
Connected Components : 1703
Single-Vertex Connected Components : 1028
Maximum Vertices in a Connected Component : 503
Maximum Edges in a Connected Component : 1354
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 5.529154
Graph Density : 0.000189561879539534
Modularity : 0.420751
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,215 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 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 10:56 UTC.
The tweets in the network were tweeted over the 2386-day, 6-hour, 12-minute period from Friday, 22 July 2016 at 18:44 UTC to Friday, 03 February 2023 at 00:56 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:
[702] online,class [553] research,paper [535] essay,due [532] market,research [471] digital,marketing [449] business,plan [415] algebra,calculus [383] lf,client [377] due,assignment [368] project,marketing Top Word Pairs in Tweet in G1:
[412] research,paper [410] business,plan [399] online,class [380] lf,client [356] essay,due [348] marketing,plan [294] lf,commissioner [290] oblicon,coblaw [289] research,rrl [282] algebra,calculus Top Word Pairs in Tweet in G2:
[310] market,research [310] digital,marketing [309] research,setup [309] email,marketing [309] website,email [309] marketing,course [309] setup,website [309] lntroduction,market [309] free,lntroduction [309] complete,digital Top Word Pairs in Tweet in G3:
[80] websites,mobile [80] launch,marketing [80] first,launch [80] mobile,app [80] app,first [76] marketing,recommend [71] limited,supply [71] recommend,review [67] supply,#mbp [67] review,limited Top Word Pairs in Tweet in G4:
[18] keyword,research [13] digital,marketing [11] analysis,keyword [9] competitor,analysis [8] #martech,#marketing [8] #marketing,#technology [7] go,tool [7] social,media [6] competition,analysis [6] tool,competition Top Word Pairs in Tweet in G5:
[55] papers,credited [55] #nlp,#ai [55] #research,papers [55] #ai,#tech [55] author,wef [55] #chatgpt,author [55] credited,#chatgpt [55] #chatbots,#nlp [52] mvollmer1,#chatbots [52] ht,mvollmer1 Top Word Pairs in Tweet in G6:
[21] governance,token [20] token,vitadao [19] vitadao,focused [17] vita_dao,vita [17] vita,vitadao [17] lbank,vita_dao [17] #listing,vita [17] listed,lbank [17] vitadao,listed [17] vita,governance Top Word Pairs in Tweet in G7:
[54] huobi_research,topic [54] walkthrough,#primebox [54] #primebox,chz [54] tokens,host [54] topic,walkthrough [54] louey,johnny [54] fan,tokens [54] guest,siyi [54] chz,fan [54] host,louey Top Word Pairs in Tweet in G8:
[21] regular,store [21] pricing,regular [21] store,updates [21] google,ads [21] offerings,regularly [21] ads,product [21] research,competitive [21] product,research [21] product,offerings [21] updates,unique Top Word Pairs in Tweet in G9:
[48] gpt,research [48] best,ai [48] seo,grammarly [48] surferseo,seo [48] marketing,tools [48] research,inspiration [48] inspiration,jasper [48] chat,gpt [48] tools,chat [48] writing,surferseo Top Word Pairs in Tweet in G10:
[26] uxos,next [26] #data,#bnb [26] tools,manage [26] design,develop [26] experiences,provides [26] issues,uxos [26] provides,tools [26] user,journeys [26] identify,usability [26] marketing,#data Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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