The graph represents a network of 7,594 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, 14 October 2022 at 12:12 UTC.
The requested start date was Friday, 14 October 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 2-day, 15-hour, 50-minute period from Tuesday, 11 October 2022 at 08:09 UTC to Thursday, 13 October 2022 at 23:59 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 : 7594
Unique Edges : 4319
Edges With Duplicates : 8166
Total Edges : 12485
Number of Edge Types : 5
Tweet : 3393
Replies to : 687
Mentions : 1358
Retweet : 3195
MentionsInRetweet : 3852
Self-Loops : 3474
Reciprocated Vertex Pair Ratio : 0.0171981368685059
Reciprocated Edge Ratio : 0.0338147234941881
Connected Components : 2768
Single-Vertex Connected Components : 1565
Maximum Vertices in a Connected Component : 547
Maximum Edges in a Connected Component : 1108
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.397885
Graph Density : 9.84716909150171E-05
Modularity : 0.524025
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 7,594 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, 14 October 2022 at 12:12 UTC.
The requested start date was Friday, 14 October 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 2-day, 15-hour, 50-minute period from Tuesday, 11 October 2022 at 08:09 UTC to Thursday, 13 October 2022 at 23:59 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:
[2247] market,research [493] first,sale [493] years,ago [492] 55,directly [492] made,first [492] products,coaching [492] over,600 [492] 600,000 [492] 000,info [492] sale,years Top Word Pairs in Tweet in G1:
[1069] market,research [266] market,size [246] research,report [171] ways,market [171] research,linkedin [102] report,2022 [95] billion,2030 [90] research,company [89] market,report [87] global,market Top Word Pairs in Tweet in G2:
[489] first,sale [489] coaching,offers [489] sold,over [489] sale,years [489] made,first [489] products,coaching [489] 55,directly [489] 600,000 [489] ago,55 [489] over,600 Top Word Pairs in Tweet in G3:
[85] gain,access [85] research,sign [85] major,pitfall [85] sign,today [85] traders,poor [85] #multibankgroup,gain [85] poor,research [85] pitfall,traders [85] today,#multibankgroup [85] access,wealth Top Word Pairs in Tweet in G4:
[100] fastest,growing [100] market,research [100] made,1240 [100] 1240,16 [100] clicktoearnco,fastest [100] clicktoearn,clicktoearnco [100] growing,market [100] 16,clicktoearn [100] research,network [99] bennythebomb,made Top Word Pairs in Tweet in G5:
[94] private,xqui [94] gm,fam [94] weekly,research [94] first,private [92] xquieth,gm [78] top,#nft [78] news,upcoming [78] 13,top [78] upcoming,nft [78] xqui,nft Top Word Pairs in Tweet in G6:
[52] economic,indicator [52] negatively,economic [52] never,reacted [52] cpi,according [52] reacted,negatively [52] according,research [52] spx,never [52] indicator,cpi [51] research,barclay [51] ayeshatariq,spx Top Word Pairs in Tweet in G7:
[77] market,research [44] partnership,market [42] world,best [42] best,employers [42] companies,compiled [42] year,world [42] employers,list [42] features,800 [42] list,features [42] 800,companies Top Word Pairs in Tweet in G8:
[12] market,size [6] market,research [5] reach,usd [5] expected,reach [5] 2030,according [5] size,expected [5] key,players [4] billion,2030 [4] around,usd [4] grow,around Top Word Pairs in Tweet in G9:
[69] ar,coins [69] 10,mil [69] research,time [69] under,10 [69] market,cap [69] give,under [69] radar,gaming [69] think,research [69] mil,market [69] metaverse,ar Top Word Pairs in Tweet in G10:
[50] grow,concerns [50] continues,grow [50] ecosystem,continues [50] blockchain,ecosystem [50] latest,study [50] arise,binanceresearch's [50] concerns,surrounding [50] binanceresearch's,latest [50] scalability,arise [50] surrounding,scalability Top Replied-To in Entire Graph:
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Top Replied-To in G7:
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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:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G9:
Top Tweeters in G10: