The graph represents a network of 6,260 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, 13 August 2021 at 11:51 UTC.
The requested start date was Friday, 13 August 2021 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 2-day, 14-hour, 16-minute period from Tuesday, 10 August 2021 at 04:32 UTC to Thursday, 12 August 2021 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 : 6260
Unique Edges : 4101
Edges With Duplicates : 7630
Total Edges : 11731
Number of Edge Types : 5
Retweet : 2221
MentionsInRetweet : 2858
Tweet : 4239
Mentions : 1625
Replies to : 788
Self-Loops : 4324
Reciprocated Vertex Pair Ratio : 0.0191570881226054
Reciprocated Edge Ratio : 0.037593984962406
Connected Components : 2090
Single-Vertex Connected Components : 1058
Maximum Vertices in a Connected Component : 303
Maximum Edges in a Connected Component : 2209
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 3.192355
Graph Density : 0.000128989973288305
Modularity : 0.479166
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,260 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, 13 August 2021 at 11:51 UTC.
The requested start date was Friday, 13 August 2021 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 2-day, 14-hour, 16-minute period from Tuesday, 10 August 2021 at 04:32 UTC to Thursday, 12 August 2021 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:
[3527] market,research [2074] research,report [1757] size,share [1712] report,size [1707] analysis,latest [1704] share,value [1704] value,cagr [1704] latest,updates [1703] cagr,outlook [1703] outlook,analysis Top Word Pairs in Tweet in G1:
[830] market,research [292] research,report [126] 2021,prnewswire [115] market,size [91] business,plan [90] global,market [89] plan,dissertation [89] dissertation,reports [89] reports,grant [89] grant,writing Top Word Pairs in Tweet in G2:
[185] sun,lab [185] lab,help [185] help,clients [185] clients,achieve [185] achieve,investment [185] investment,strategy [185] strategy,better [185] better,execution [185] execution,expertise [185] expertise,includes Top Word Pairs in Tweet in G3:
[159] covid,polling [139] questions,answer [138] karen,andrews [138] andrews,thinks [138] thinks,palaszczuk [138] palaszczuk,questions [138] answer,over [138] over,qld [138] qld,covid [138] polling,scott Top Word Pairs in Tweet in G4:
[120] #binance,listing [120] listing,ray [120] ray,raydiumprotocol [120] raydiumprotocol,automated [120] automated,market [120] market,maker [120] maker,decentralized [120] decentralized,exchange [120] exchange,built [120] built,solana Top Word Pairs in Tweet in G5:
[1772] market,research [1722] research,report [1707] size,share [1704] report,size [1704] share,value [1704] value,cagr [1703] cagr,outlook [1703] outlook,analysis [1703] analysis,latest [1702] latest,updates Top Word Pairs in Tweet in G6:
[5] patient,data [5] data,gp [5] gp,practices [5] practices,never [5] never,used [5] used,insurance [5] insurance,marketing [5] marketing,purposes [5] purposes,promoting [5] promoting,selling Top Word Pairs in Tweet in G7:
[73] job,market [73] market,season [73] season,awful [73] awful,go [73] go,name [73] name,grace [73] grace,binion [73] binion,phd [73] phd,clinical [73] clinical,psychology Top Word Pairs in Tweet in G8:
[61] ben,nelmes [61] nelmes,july [61] july,2019 [61] 2019,96 [61] 96,cars [61] cars,petrol [61] petrol,diesel [61] diesel,over [61] over,half [61] half,cars Top Word Pairs in Tweet in G9:
[61] dei,research [60] focus,dei [59] many,mgmt [59] mgmt,depts [59] depts,hiring [59] hiring,open [59] open,rank [59] rank,tenure [59] tenure,track [59] track,positions Top Word Pairs in Tweet in G10:
[9] read,more [8] leading,companies [6] 2028,read [5] more,leading [5] companies,research [3] free,sample [3] sample,report [3] more,top [3] top,leading [3] companies,operating Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G9:
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: