The graph represents a network of 5,447 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 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 13:04 UTC.
The tweets in the network were tweeted over the 1421-day, 2-hour, 24-minute period from Thursday, 14 March 2019 at 22:29 UTC to Friday, 03 February 2023 at 00:53 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 : 5447
Unique Edges : 3011
Edges With Duplicates : 8623
Total Edges : 11634
Number of Edge Types : 9
MentionsInReplyTo : 1500
Retweet : 2882
MentionsInRetweet : 3907
Tweet : 1658
Replies to : 1070
Mentions : 518
MentionsInQuote : 23
Quote : 65
MentionsInQuoteReply : 11
Self-Loops : 2188
Reciprocated Vertex Pair Ratio : 0.0243263473053892
Reciprocated Edge Ratio : 0.0474972597734746
Connected Components : 1474
Single-Vertex Connected Components : 765
Maximum Vertices in a Connected Component : 749
Maximum Edges in a Connected Component : 1579
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.428002
Graph Density : 0.000184531189310594
Modularity : 0.505948
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,447 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 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 13:04 UTC.
The tweets in the network were tweeted over the 1421-day, 2-hour, 24-minute period from Thursday, 14 March 2019 at 22:29 UTC to Friday, 03 February 2023 at 00:53 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:
[1041] market,research [846] hindenburg,research [795] adani,group [694] accused,hindenburg [694] research,assisting [693] companies,accused [693] group,alleged [693] assisting,adani [690] two,companies [638] alleged,conspiracy Top Word Pairs in Tweet in G1:
[504] market,research [157] research,report [71] market,size [61] growth,trends [61] global,forecast [52] covid,19 [48] 2023,2028 [46] forecast,2030 [46] report,2022 [44] stock,market Top Word Pairs in Tweet in G2:
[714] hindenburg,research [689] adani,group [661] assisting,adani [661] companies,accused [661] research,assisting [661] accused,hindenburg [661] two,companies [661] group,alleged [607] alleged,conspiracy [607] conspiracy,accounting Top Word Pairs in Tweet in G3:
[283] partnership,yodalabs_ [283] thrilled,announce [283] announce,strategic [283] strategic,partnership [283] yodalabs_,ultimate [283] web3,gaming [283] media,research [283] nftb,thrilled [283] ultimate,web3 [283] research,hub Top Word Pairs in Tweet in G4:
[90] dollar,market [89] arkinvest,latest [89] multi,trillion [89] reports,arkinvest [89] #bitcoin,scale [89] scale,multi [89] market,reports [89] trillion,dollar [86] latest,researc [86] documentingbtc,#bitcoin Top Word Pairs in Tweet in G5:
[100] market,chat [100] weekly,market [80] chat,episode [73] each,time [73] win,000 [67] #candydrop,win [67] time,weekly [63] huobi_research,#candydrop [59] 000,usdt [59] usdt,each Top Word Pairs in Tweet in G6:
[81] hey,project [71] big,#crypto [71] team,#ai [71] #crypto,project [71] #ushi,team [70] project,#uanalytics [70] #uanalytics,#ushi [69] next,big [69] #ai,product [68] 100xaltcoingems,next Top Word Pairs in Tweet in G7:
[80] silently,bear [80] always,working [80] project,research [80] market,long [80] invest,always [80] bear,market [80] build,silently [80] working,hard [80] hard,build [80] research,invest Top Word Pairs in Tweet in G8:
[15] smart,contract [14] binanceresearch,report [14] lt,gt [12] research,team [12] l2,development [12] published,first [12] report,containing [12] containing,deep [12] team,published [12] deep,dive Top Word Pairs in Tweet in G9:
[101] crypto,markets [101] understand,market [101] research,understand [101] risky,research [101] risks,before [101] before,investing [101] market,know [101] markets,risky [101] know,risks [101] investing,crypto Top Word Pairs in Tweet in G10:
[43] market,insights [34] research,roundup [33] weekly,market [28] research,newsletter [28] insights,research [27] market,update [27] research,delivered [27] subscribe,research [25] crypto,market [23] cryptocom,weekly Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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:
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: