The graph represents a network of 5,785 Twitter users whose recent tweets contained "market 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 13:06 UTC.
The tweets in the network were tweeted over the 3292-day, 6-hour, 47-minute period from Tuesday, 24 December 2013 at 18:12 UTC to Friday, 30 December 2022 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 : 5785
Unique Edges : 3354
Edges With Duplicates : 7842
Total Edges : 11196
Number of Edge Types : 9
Retweet : 2038
MentionsInRetweet : 2535
Tweet : 2230
MentionsInReplyTo : 2212
Replies to : 1452
Quote : 102
Mentions : 552
MentionsInQuote : 53
MentionsInQuoteReply : 22
Self-Loops : 2862
Reciprocated Vertex Pair Ratio : 0.04212299915754
Reciprocated Edge Ratio : 0.0808407437348424
Connected Components : 2052
Single-Vertex Connected Components : 1091
Maximum Vertices in a Connected Component : 374
Maximum Edges in a Connected Component : 1044
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.872437
Graph Density : 0.000147876118783853
Modularity : 0.501602
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,785 Twitter users whose recent tweets contained "market 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 13:06 UTC.
The tweets in the network were tweeted over the 3292-day, 6-hour, 47-minute period from Tuesday, 24 December 2013 at 18:12 UTC to Friday, 30 December 2022 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 : market 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:
[1398] market,research [275] research,report [274] bear,market [224] call,action [224] discrimination,pull [224] pull,eua [224] action,drop [224] mandates,end [224] end,discrimination [224] eua,products Top Word Pairs in Tweet in G1:
[615] market,research [198] research,report [91] market,size [88] report,2022 [62] research,market [60] 2022,2028 [57] global,market [48] global,forecast [42] market,report [40] forecast,2022 Top Word Pairs in Tweet in G2:
[224] drop,mandates [224] world,call [224] mandates,end [224] end,discrimination [224] call,action [224] pull,eua [224] discrimination,pull [224] eua,products [224] action,drop [223] products,marke Top Word Pairs in Tweet in G3:
[9] gain,function [8] wet,market [7] class,market [7] sirius_guild,gen_z_dao [7] function,research [7] product,design [7] #,capitalredhat [7] design,web3 [7] founding,member [7] nxtlevel303,elonmusk Top Word Pairs in Tweet in G4:
[87] #ushi,diamond [82] forum,almaty [82] diamond,december [81] hosted,release [81] mvp,software [81] release,mvp [81] almaty,hosted [74] december,12 [74] 12,forum [73] software,research Top Word Pairs in Tweet in G5:
[37] bear,market [17] market,research [13] high,apy [11] 100,global [11] biggest,dip [11] global,market [11] great,opportunity [11] dip,coming [11] btc,biggest [11] profit,bear Top Word Pairs in Tweet in G6:
[27] bitcoin's,price [25] largest,crypto [25] shows,unit [25] risk,largest [25] 64,year [25] declined,64 [25] year,coindesk [25] research,shows [25] unit,risk [25] coindesk,research Top Word Pairs in Tweet in G7:
[32] share,price [32] conviction,dependent [32] price,done [32] crazy,conviction [32] done,research [32] current,share [32] dependent,current [31] research,wh [31] christalball93,crazy [21] research,finds Top Word Pairs in Tweet in G8:
[36] resale,sign [36] stuck,nearly [36] nearly,third [36] models,resale [36] used,teslas [36] original,buy [36] sign,original [36] august,2022 [36] third,used [36] ibd_ecarson,stuck Top Word Pairs in Tweet in G9:
[38] bear,market [37] more,research [37] conviction,maybe [37] research,build [37] maybe,buy [37] one,going [37] going,babysit [37] feelings,bear [37] market,more [37] babysit,feelings Top Word Pairs in Tweet in G10:
[11] #global,#market [11] #market,#news [10] #news,#business [9] #business,#size [8] survey,report [7] market,research [6] 2021,2030 [6] market,predicted [6] 29,cagr [6] research,survey Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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:
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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: