The graph represents a network of 7,231 Twitter users whose tweets in the requested range contained "market research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 21 February 2021 at 13:07 UTC.
The requested start date was Friday, 19 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 16-hour, 22-minute period from Tuesday, 16 February 2021 at 08:37 UTC to Friday, 19 February 2021 at 01:00 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 7231
Unique Edges : 4622
Edges With Duplicates : 8047
Total Edges : 12669
Number of Edge Types : 5
Retweet : 2888
MentionsInRetweet : 3781
Tweet : 3647
Replies to : 786
Mentions : 1567
Self-Loops : 3735
Reciprocated Vertex Pair Ratio : 0.0189012541953718
Reciprocated Edge Ratio : 0.0371012482662968
Connected Components : 2585
Single-Vertex Connected Components : 1358
Maximum Vertices in a Connected Component : 616
Maximum Edges in a Connected Component : 1780
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.42397
Graph Density : 0.000110328723360099
Modularity : 0.515556
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 7,231 Twitter users whose tweets in the requested range contained "market research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 21 February 2021 at 13:07 UTC.
The requested start date was Friday, 19 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 16-hour, 22-minute period from Tuesday, 16 February 2021 at 08:37 UTC to Friday, 19 February 2021 at 01:00 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[1785] market,research [557] research,report [223] market,size [216] stock,market [177] years,ago [176] 35,years [176] ago,single [176] act,signed [176] signed,luxembourg [176] luxembourg,added Top Word Pairs in Tweet in G1:
[774] market,research [373] research,report [173] market,size [92] grand,view [86] view,research [81] research,inc [74] size,share [72] covid,19 [72] billion,2025 [64] market,2021 Top Word Pairs in Tweet in G2:
[90] artificial,intelligence [78] research,report [65] market,research [47] covid,19 [39] report,2021 [38] massive,growth [29] machine,learning [29] growth,2026 [29] market,eyewitness [29] eyewitness,massive Top Word Pairs in Tweet in G3:
[175] 35,years [175] years,ago [175] ago,single [175] act,signed [175] signed,luxembourg [175] luxembourg,added [175] added,momentum [174] single,european [174] european,act [174] momentum,european Top Word Pairs in Tweet in G4:
[115] market,research [63] research,society [62] society,fair [62] fair,happy [61] jolyonmaugham,market [45] unsubstantiated,misleading [45] misleading,statement [45] statement,esomar [45] esomar,strongly [45] strongly,supports Top Word Pairs in Tweet in G5:
[77] decentralized,exchange [77] proactive,market [77] market,maker [76] #binance,launchpool [76] launchpool,dodo [76] dodo,breederdodo [76] breederdodo,decentralized [76] exchange,leveraging [76] leveraging,proactive [76] maker,algorithm Top Word Pairs in Tweet in G6:
[54] bring,primer [54] primer,concept [50] joined,forces [50] forces,avifelman [50] avifelman,one [50] one,insightful [50] insightful,traders [50] traders,know [50] know,bring [49] hasufl,joined Top Word Pairs in Tweet in G7:
[54] excited,announce [54] announce,beta [54] beta,officially [54] officially,live [54] live,dexguru [54] dexguru,brings [54] brings,together [54] together,permissionless [54] permissionless,time [54] time,data Top Word Pairs in Tweet in G8:
[53] konjungate,enabling [53] enabling,endeavours [53] endeavours,rewrite [53] rewrite,rules [53] rules,art [53] art,market [53] market,imminent [53] imminent,age [53] age,decentralization [52] scryptoschool,konjungate Top Word Pairs in Tweet in G9:
[48] taking,break [48] break,tweetyelling [48] tweetyelling,shanedphillips [48] shanedphillips,tell [48] tell,y'all [48] y'all,wrote [48] wrote,thing [48] thing,hope [48] hope,yell [47] mc_lens,taking Top Word Pairs in Tweet in G10:
[65] market,research [53] gt,gt [45] wish,existed [44] find,product [44] product,market [44] market,fit [44] fit,study [44] study,small [44] small,niche [44] niche,research Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: