The graph represents a network of 5,792 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 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 13:05 UTC.
The tweets in the network were tweeted over the 2272-day, 8-hour, 49-minute period from Sunday, 18 December 2016 at 16:10 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 : 5792
Unique Edges : 3079
Edges With Duplicates : 7741
Total Edges : 10820
Number of Edge Types : 9
Retweet : 2430
MentionsInRetweet : 2923
Mentions : 794
Tweet : 1979
Replies to : 1086
MentionsInReplyTo : 1472
Quote : 85
MentionsInQuoteReply : 10
MentionsInQuote : 41
Self-Loops : 2657
Reciprocated Vertex Pair Ratio : 0.0400425985090522
Reciprocated Edge Ratio : 0.0770018431292238
Connected Components : 1892
Single-Vertex Connected Components : 1002
Maximum Vertices in a Connected Component : 384
Maximum Edges in a Connected Component : 814
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.932353
Graph Density : 0.000145580969135761
Modularity : 0.505912
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,792 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 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 13:05 UTC.
The tweets in the network were tweeted over the 2272-day, 8-hour, 49-minute period from Sunday, 18 December 2016 at 16:10 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 : 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:
[1380] market,research [476] research,report [363] research,reports [346] best,research [345] market,best [345] cryptocurrency,market [343] useful,understanding [343] report,providers [343] understanding,cryptocurrency [343] reports,useful Top Word Pairs in Tweet in G1:
[501] market,research [209] market,size [112] research,report [74] size,share [60] share,growth [59] growth,2022 [55] report,2023 [55] market,report [48] global,market [48] forecast,2023 Top Word Pairs in Tweet in G2:
[343] best,research [343] research,report [343] understanding,cryptocurrency [343] cryptocurrency,market [343] useful,understanding [343] report,providers [343] research,reports [343] market,best [343] reports,useful [342] richquack,research Top Word Pairs in Tweet in G3:
[210] #binance,research [204] research,explored [204] explored,latest [204] insights,report [204] latest,market [204] market,insights [204] market,developments [204] monthly,market [204] report,#binance [204] developments,shared Top Word Pairs in Tweet in G4:
[177] dey,run [177] run,market [177] don,dey [177] market,research [177] kidnappers,don [176] thesheddyking,kidnappers Top Word Pairs in Tweet in G5:
[127] police,officers [126] years,astonishing [126] starting,pay [126] astonishing,research [126] risen,297 [126] officers,risen [126] 13,years [126] pay,police [126] 297,13 [125] peterstefanovi2,starting Top Word Pairs in Tweet in G6:
[32] guys,need [32] need,help [32] kindly,take [32] please,guys [32] market,please [32] research,ads [32] please,kindly [32] personal,research [32] ads,market [32] complete,personal Top Word Pairs in Tweet in G7:
[33] bloodbath,today [33] invest,good [33] best,time [33] today,always [33] crypto,market [33] market,bloodbath [33] time,invest [33] good,projects [33] projects,paw [33] whole,crypto Top Word Pairs in Tweet in G8:
[31] market,size [25] free,pdf [18] 2028,free [14] growth,report [14] size,growth [13] #global,#market [13] #size,#research [13] #news,#business [13] #market,#news [13] #business,#size Top Word Pairs in Tweet in G9:
[20] polaris,market [20] market,size [20] reach,usd [20] sample,report [20] market,research [19] expected,reach [19] size,expected [16] according,study [16] study,polaris [12] 2027,according Top Word Pairs in Tweet in G10:
[9] read,more [9] more,top [9] research,report [9] market,insights [9] insights,inc [9] top,industry [9] global,market [9] report,global [9] according,research [9] industry,players Top Replied-To in Entire Graph:
Top Replied-To in G6:
Top Replied-To in G8:
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: