The graph represents a network of 4,558 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, 06 December 2019 at 03:36 UTC.
The requested start date was Friday, 06 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 14-hour, 19-minute period from Wednesday, 04 December 2019 at 10:41 UTC to Friday, 06 December 2019 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 : 4558
Unique Edges : 4533
Edges With Duplicates : 1852
Total Edges : 6385
Number of Edge Types : 3
Mentions : 3355
Tweet : 2676
Replies to : 354
Self-Loops : 2676
Reciprocated Vertex Pair Ratio : 0.0192916786639793
Reciprocated Edge Ratio : 0.0378531073446328
Connected Components : 1767
Single-Vertex Connected Components : 1067
Maximum Vertices in a Connected Component : 208
Maximum Edges in a Connected Component : 396
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.165382
Graph Density : 0.000170431518160634
Modularity : 0.640288
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,558 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, 06 December 2019 at 03:36 UTC.
The requested start date was Friday, 06 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 14-hour, 19-minute period from Wednesday, 04 December 2019 at 10:41 UTC to Friday, 06 December 2019 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:
[1503] market,research [551] research,report [204] plan,business [203] research,analysis [201] grand,view [198] 2017,result [198] result,helpful [198] helpful,election [198] election,used [198] used,2017 Top Word Pairs in Tweet in G1:
[603] market,research [231] research,report [197] grand,view [176] view,research [157] research,inc [129] 2025,grand [107] report,updated [106] billion,2025 [103] prices,usd [100] market,2019 Top Word Pairs in Tweet in G2:
[181] love,detailed [181] detailed,research [181] research,analysis [181] analysis,done [181] done,wescanada [181] wescanada,'predictors [181] 'predictors,career [181] career,success [181] success,skilled [181] skilled,immigrants' Top Word Pairs in Tweet in G3:
[197] 2017,result [197] result,helpful [197] helpful,election [197] election,used [197] used,2017 [197] 2017,market [197] market,research [197] research,report [197] report,plan [197] plan,business Top Word Pairs in Tweet in G4:
[108] adoption,#ai [108] #ai,sectors [108] sectors,healthcare [108] healthcare,manufacturing [108] manufacturing,automotive [108] automotive,agriculture [108] agriculture,retail [108] retail,security [108] security,human [107] omkar_raii,adoption Top Word Pairs in Tweet in G5:
[78] market,research [45] zero,market [27] utter,bs [27] bs,elonmusk [27] elonmusk,market [27] research,tesla's [27] tesla's,cybertruck [27] cybertruck,asked [27] asked,people [27] people,wanted Top Word Pairs in Tweet in G6:
[72] government,estimates [72] estimates,show [72] show,private [72] private,health [72] health,insurance [72] insurance,spending [72] spending,increased [72] increased,enrollee [72] enrollee,2018 [72] 2018,compared Top Word Pairs in Tweet in G7:
[66] astoundingly,good [66] good,article [66] article,absolutely [66] absolutely,destroying [66] destroying,uber [66] uber,academic [66] academic,research [66] research,program [66] program,casting [66] casting,serious Top Word Pairs in Tweet in G8:
[28] market,research [25] exclusive,market [25] research,service [3] realdonaldtrump,exclusive [2] check,gig [2] gig,fiverr [2] fiverr,market [2] research,find [2] find,contact [2] contact,email Top Word Pairs in Tweet in G9:
[43] time,wall [43] wall,street [43] street,institutional [43] institutional,investor [43] investor,community [43] community,take [43] take,better [43] better,look [43] look,#bsv [43] #bsv,fundstrat Top Word Pairs in Tweet in G10:
[28] commerce,market [28] market,booming [28] booming,online [28] online,retail [28] retail,fraud [28] fraud,research [28] research,report [28] report,examine [27] signalsciences,commerce [27] examine,rising Top Replied-To in Entire Graph:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: