market research, Twitter, 12/6/2019 5:45:06 AM, 218235


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market research_2019-12-05_19-35-51.xlsx
market research_2019-12-05_19-35-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2019
Short Description:
market research via NodeXL http://bit.ly/2RqR89c
@calroscow
@wescanada
@tundetash
@omkar_raii
@larry_levitt
@stpiindia
@cleantechnica
@econ_marshall
@richarddpoole
@elonmusk

Top hashtags:
#ai
#featured
#trading
#market
#marketresearch
#forex
#daytrading
#bsv

Description:
Description
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


Overall Graph Metrics
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[27] https://cleantechnica.com/2019/12/04/tesla-did-zero-market-research-on-cybertruck-or-any-other-new-product-didnt-need-to/
[25] https://www.fiverr.com/ariful7079/do-market-research-and-find-contact-email-address
[21] https://schedule.gdconf.com/session/designing-game-communities-for-kindness/869062
[16] https://www.inc.com/scott-mautz/elon-musk-completely-ignores-market-research-heres-when-you-should-too.html?cid=sf01001
[16] https://www.fxdd.com/mt/en/market-analysis-and-research/price-action/eur-nzd-bearish-trend-continues-2019-12-05
[12] https://www.fxdd.com/mt/en/market-analysis-and-research/wave-analysis/eur-usd-completes-bull-wave-c-and-prepares-for-bear-reversal-2019-12-05
[10] https://instars.com/
[9] https://coinchoice.net/binance-research-released-november-market-overview_201912/
[9] https://www.fiverr.com/henry_analysts/provide-you-a-detailed-market-research
[9] https://www.fiverr.com/s2/f37d4441bd

Top URLs in Tweet in G1:
[10] https://instars.com/
[8] https://cleantechnica.com/2019/12/04/tesla-did-zero-market-research-on-cybertruck-or-any-other-new-product-didnt-need-to/
[6] https://coinchoice.net/binance-research-released-november-market-overview_201912/
[6] https://www.realtor.com/research/2020-national-housing-forecast/
[5] http://Realtor.com
[5] https://apartmentdata.com/sample-market-survey-research/
[4] https://www.linkedin.com/slink?code=gGYPVrw
[4] https://sportnews.blogdady.com/billiards-and-snooker-apparatus-marketplace-analysis-traits-research-by-means-of-2019-2027-weeklyspy/
[4] https://lplresearch.com/2019/12/05/market-update-thurs-dec-5-2019-lpl-financial-research/
[3] https://lplresearch.com/2019/12/04/market-update-wed-dec-4-2019-lpl-financial-research/

Top URLs in Tweet in G2:
[4] who
[4] is
[4] succeeding
[4] in
[4] the
[4] canadian
[4] labour
[2] https://knowledge.wes.org/canada-report-who-is-succeeding-in-the-canadian-labour-market.html?utm_source=wescanada-twitter&utm_medium=social&utm_campaign=canada-report
[2] market&utm_content=canada-report
[2] market

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1202416149146636288
[1] https://www.tribuneindia.com/news/research-and-innovation-set-to-get-boost-in-punjab/869314.html

Top URLs in Tweet in G5:
[19] https://cleantechnica.com/2019/12/04/tesla-did-zero-market-research-on-cybertruck-or-any-other-new-product-didnt-need-to/
[5] https://twitter.com/Kristennetten/status/1202661070449463296
[3] http://www.aviseanalytics.com/canopy-growth-unveils-cannabis-2-0-in-canada-and-a-new-cbd-line-for-the-u-s-market/
[1] https://twitter.com/i/web/status/1202705499965267968
[1] https://twitter.com/i/web/status/1202339922557972480
[1] https://twitter.com/i/web/status/1202669756186349572
[1] https://www.inc.com/scott-mautz/elon-musk-completely-ignores-market-research-heres-when-you-should-too.html
[1] https://twitter.com/i/web/status/1202739062450339840
[1] https://twitter.com/i/web/status/1202685775965556736
[1] https://twitter.com/i/web/status/1202652292765405184

Top URLs in Tweet in G6:
[1] https://www.cms.gov/Research-Statistics-Data-and-Systems/Statistics-Trends-and-Reports/NationalHealthExpendData/NationalHealthAccountsHistorical
[1] https://www.growthopportunity.org/research/working-papers/sources-of-consumer-inertia-individual-health-insurance-market
[1] https://twitter.com/i/web/status/1202338424084213761
[1] https://twitter.com/i/web/status/1202337839909933057

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1202573504006115328

Top URLs in Tweet in G8:
[25] https://www.fiverr.com/ariful7079/do-market-research-and-find-contact-email-address
[1] http://www.fiverr.com/103637812?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=XLezq0
[1] http://www.fiverr.com/103637812?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=YR0KpR
[1] https://twitter.com/i/web/status/1202655959723757568
[1] https://twitter.com/i/web/status/1202630833099722757
[1] https://twitter.com/i/web/status/1202615474820747264
[1] https://twitter.com/i/web/status/1202505461800558592
[1] https://twitter.com/i/web/status/1202263934805454848

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1202505744047718400
[1] https://twitter.com/i/web/status/1202651093592891393

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1199071814527455234

Top Domains
Top Domains in Tweet in Entire Graph:
[1509] twitter.com
[99] forex.com
[97] whatech.com
[90] fiverr.com
[84] marketwatch.com
[68] asdreports.com
[57] google.com
[55] fxdd.com
[54] co.uk
[37] linkedin.com

Top Domains in Tweet in G1:
[956] twitter.com
[81] whatech.com
[72] marketwatch.com
[63] asdreports.com
[52] google.com
[24] wordpress.com
[24] linkedin.com
[22] blogspot.com
[20] dlvr.it
[14] co.uk

Top Domains in Tweet in G2:
[2] wes.org
[1] tiny.cc
[1] loom.ly

Top Domains in Tweet in G4:
[1] twitter.com
[1] tribuneindia.com

Top Domains in Tweet in G5:
[26] twitter.com
[19] cleantechnica.com
[3] aviseanalytics.com
[1] inc.com
[1] whichev.net

Top Domains in Tweet in G6:
[2] twitter.com
[1] cms.gov
[1] growthopportunity.org

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[27] fiverr.com
[5] twitter.com

Top Domains in Tweet in G9:
[2] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[122] ai
[76] featured
[67] trading
[62] market
[54] marketresearch
[52] forex
[45] daytrading
[43] bsv
[37] forexsignals
[36] research



Top Hashtags in Tweet in G1:
[76] featured
[30] marketresearch
[26] market
[24] biotechnology
[23] lifescience
[23] medicaldevices
[21] informationtechnology
[17] research
[13] medicalandhealth
[12] asdreports

Top Hashtags in Tweet in G2:
[27] employment
[3] immigrants
[2] cdnimm
[2] wearenewcanadians
[2] newcanadians
[1] wesresearch
[1] international
[1] studyincanada
[1] workincanada
[1] immigration

Top Hashtags in Tweet in G4:
[108] ai
[21] mous
[1] msmes
[1] newindia

Top Hashtags in Tweet in G5:
[5] electriccars
[3] tesla
[3] cybertruck
[3] otc

Top Hashtags in Tweet in G9:
[43] bsv

Top Words
Top Words in Tweet in Entire Graph:
[3537] Words in Sentiment List#1: Positive
[1031] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[94741] Non-categorized Words
[99309] Total Words
[3814] market
[3274] research
[914] report
[625] global
[531] analysis

Top Words in Tweet in G1:
[1871] market
[1360] research
[457] global
[456] report
[372] 2019
[289] 2025
[266] forecast
[247] analysis
[203] view
[198] grand

Top Words in Tweet in G2:
[214] research
[212] wescanada
[186] immigrants'
[184] tundetash
[183] skilled
[181] love
[181] detailed
[181] analysis
[181] done
[181] 'predictors

Top Words in Tweet in G3:
[394] 2017
[197] result
[197] helpful
[197] election
[197] used
[197] market
[197] research
[197] report
[197] plan
[197] business

Top Words in Tweet in G4:
[109] human
[108] adoption
[108] #ai
[108] sectors
[108] healthcare
[108] manufacturing
[108] automotive
[108] agriculture
[108] retail
[108] security

Top Words in Tweet in G5:
[104] market
[80] research
[57] zero
[46] cybertruck
[40] tesla
[35] elonmusk
[31] rationaletienne
[31] cleantechnica
[28] people
[27] utter

Top Words in Tweet in G6:
[75] health
[73] private
[73] insurance
[73] enrollee
[72] government
[72] estimates
[72] show
[72] spending
[72] increased
[72] 2018

Top Words in Tweet in G7:
[66] astoundingly
[66] good
[66] article
[66] absolutely
[66] destroying
[66] uber
[66] academic
[66] research
[66] program
[66] casting

Top Words in Tweet in G8:
[32] market
[32] research
[25] exclusive
[25] service
[8] realdonaldtrump
[3] npr
[3] check
[3] andrewyang
[2] reuters
[2] gig

Top Words in Tweet in G9:
[43] time
[43] wall
[43] street
[43] institutional
[43] investor
[43] community
[43] take
[43] better
[43] look
[43] #bsv

Top Words in Tweet in G10:
[28] commerce
[28] market
[28] booming
[28] online
[28] retail
[28] fraud
[28] research
[28] report
[28] examine
[27] signalsciences

Top Word Pairs
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
Top Replied-To in Entire Graph:
@vincent13031925
@zerohedge
@kristennetten
@counternotions
@cnn
@senatemajldr
@breitbartnews
@thehill
@jeremycorbyn
@johnnacrider1

Top Replied-To in G1:
@dyminstituto

Top Replied-To in G2:
@tundetash

Top Replied-To in G5:
@kristennetten
@keith31345919
@johnnacrider1
@elonmusk
@aaronsaxton4
@rationaletienne
@cleantechnica
@flcnhvy
@solvecast

Top Replied-To in G6:
@garcoak

Top Replied-To in G8:
@thehill
@breitbartnews
@senatemajldr
@cnn
@judicialwatch
@reuters
@npr
@realdonaldtrump
@abc
@nytimes

Top Replied-To in G9:
@mskieller

Top Mentioned
Top Mentioned in Entire Graph:
@wescanada
@calroscow
@tundetash
@omkar_raii
@larry_levitt
@econ_marshall
@forexcom
@jimmywinmedia
@elonmusk
@tesla

Top Mentioned in G1:
@cyberanimax
@goutbio
@gfaccord
@syedsharukh
@catalyst4fitnes
@renal_bio
@singulair_bio
@ivdiagnostics
@discoverydrug
@anesthetic_bio

Top Mentioned in G2:
@wescanada
@tundetash

Top Mentioned in G3:
@calroscow

Top Mentioned in G4:
@omkar_raii
@stpiindia
@dippgoi
@amazon
@flipkart

Top Mentioned in G5:
@tesla
@elonmusk
@rationaletienne
@cleantechnica
@johnnacrider1
@ihors3
@anonyx10
@twitter
@stevehamel16
@tarkesteijn

Top Mentioned in G6:
@larry_levitt
@seemacms
@cmsgov
@sarahkliff
@cdrake219
@garcoak

Top Mentioned in G7:
@econ_marshall

Top Mentioned in G8:
@realdonaldtrump
@andrewyang
@moidkl
@npr
@bradleybyrne
@oblivious010
@sadpee3
@positively1972
@walkerbragman
@petebuttigieg

Top Mentioned in G9:
@jimmywinmedia
@zigadeebong

Top Mentioned in G10:
@signalsciences

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@market_screener
@marshawright
@sectest9
@pairsonnalites
@robinsnewswire
@jurylady5
@pairsonnalitesu
@marcodacostafx
@engineersday

Top Tweeters in G1:
@americanbanking
@market_screener
@marshawright
@pairsonnalites
@robinsnewswire
@pairsonnalitesu
@engineersday
@cfinancialnews
@marciojmsilva
@dakotafinancial

Top Tweeters in G2:
@dejokecarew
@eloka51
@itz_realone
@shah_gray
@iambellakush
@karryjay
@samakinlotan
@unclebeeola
@officialosasuyi
@wharlay__

Top Tweeters in G3:
@sandradunn1955
@peradventur3
@laizydaizey
@hacketttom
@dbkell
@sound_of_sirens
@guse_guse
@jymbudd
@photolawn
@rebetikowalrus

Top Tweeters in G4:
@shrikant_stpib
@stpimanjunathan
@basayya_r
@urbansqr
@deepindex
@ravi_sc_stpi
@guruprasadk_
@dippgoi
@rramkumar1976
@flipkart

Top Tweeters in G5:
@sufiy
@gambiste1
@kirillklip
@hl10pm
@biogirl09
@wrgerman
@apppro1
@3xtraders
@rocobasilisk
@blossomvinson

Top Tweeters in G6:
@jurylady5
@sueleugers
@kellyrek
@stunnedvoter
@mumbly_joe
@carolforden
@christ0pherwade
@joke2power
@kelebration
@space8jockey5

Top Tweeters in G7:
@tahfromslc
@dalybeauty
@thesoulcab
@piratepartyint
@erik_griswold
@phil_free_
@secitsuj51
@jsteinbrech
@joedunman
@ogsilance

Top Tweeters in G8:
@thehill
@reuters
@dcexaminer
@nytimes
@thetxembassy
@politico
@usatoday
@dailycaller
@abc
@cnn

Top Tweeters in G9:
@jorgejvaldivia
@mskieller
@itwillcomeguy
@crisis2peace_sv
@calvinayre
@bsvcointweets
@ganjamanxxx1
@paalsky
@blbtheman
@zigadeebong

Top Tweeters in G10:
@combatsespoir
@djriveraros
@henrimorrgh
@beyonddns
@poramatepi
@camilo_mero
@techy_lawyer
@sadiq_sensei
@officialkjay
@kid_pat