The graph represents a network of 7,775 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 Friday, 08 July 2022 at 12:20 UTC.
The requested start date was Friday, 08 July 2022 at 00:01 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 3-day, 1-hour, 44-minute period from Monday, 04 July 2022 at 17:04 UTC to Thursday, 07 July 2022 at 18:49 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 : 7775
Unique Edges : 4637
Edges With Duplicates : 8457
Total Edges : 13094
Number of Edge Types : 5
Retweet : 3438
MentionsInRetweet : 4037
Tweet : 2934
Mentions : 1989
Replies to : 696
Self-Loops : 3031
Reciprocated Vertex Pair Ratio : 0.0133816120906801
Reciprocated Edge Ratio : 0.0264098182383098
Connected Components : 2559
Single-Vertex Connected Components : 1347
Maximum Vertices in a Connected Component : 450
Maximum Edges in a Connected Component : 1755
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.982934
Graph Density : 0.000106497294551796
Modularity : 0.548982
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,775 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 Friday, 08 July 2022 at 12:20 UTC.
The requested start date was Friday, 08 July 2022 at 00:01 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 3-day, 1-hour, 44-minute period from Monday, 04 July 2022 at 17:04 UTC to Thursday, 07 July 2022 at 18:49 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:
[2053] market,research [401] launch,#web3hackathon [401] #web3hackathon,weekly [401] weekly,podcast [401] podcast,covering [401] covering,insightful [401] insightful,project [401] project,submissions [388] bear,market [314] research,report Top Word Pairs in Tweet in G1:
[802] market,research [241] research,report [217] market,size [102] market,2022 [94] designer,women [93] report,2022 [89] market,report [88] global,market [86] research,company [82] business,research Top Word Pairs in Tweet in G2:
[233] launch,#web3hackathon [233] #web3hackathon,weekly [233] weekly,podcast [233] podcast,covering [233] covering,insightful [233] insightful,project [233] project,submissions [124] current,market [121] under,current [111] 150,#airdrops Top Word Pairs in Tweet in G3:
[209] 'competitor,audit [209] audit,worksheet' [209] worksheet',use [209] use,clients [209] clients,make [209] make,copy [209] copy,fill [209] fill,see [209] see,results [209] results,skyrocket Top Word Pairs in Tweet in G4:
[173] bear,market [173] market,time [173] time,build [173] build,research [173] research,curated [173] curated,list [173] list,28 [173] 28,projects [173] projects,found [173] found,researching Top Word Pairs in Tweet in G5:
[185] cash,go [185] go,cashngoco [185] cashngoco,fastest [185] fastest,growing [185] growing,market [185] market,research [185] research,network [185] network,paid [184] paid,using [183] using,social Top Word Pairs in Tweet in G6:
[153] recession,looks [153] looks,nick [153] nick,bunker [153] bunker,director [153] director,economic [153] economic,research [153] research,employment [153] employment,website [153] website,indeed's [153] indeed's,hiring Top Word Pairs in Tweet in G7:
[122] gate_io,those [122] those,haven't [122] haven't,voted [122] voted,vote [122] vote,vinu [122] vinu,those [122] those,make [122] make,money [122] money,market [122] market,research Top Word Pairs in Tweet in G8:
[108] jaemin,holo [106] wts,sell [106] sell,lfb [106] lfb,jaemin [106] offer,pair [104] nnajaemj,wts [54] holo,keyring [54] keyring,boom [54] boom,set [54] set,offer Top Word Pairs in Tweet in G9:
[77] research,shown [77] shown,140 [77] 140,billion [77] billion,ready [77] ready,deployed [77] deployed,bitcoin [77] bitcoin,altcoins [77] altcoins,rapid [77] rapid,growth [75] forbescrypto,research Top Word Pairs in Tweet in G10:
[47] bear,market [46] investing,1k [46] 1k,low [46] low,cap [46] cap,alts [46] alts,deep [46] deep,bear [46] market,better [46] better,put [46] put,50 Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G10:
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: