market research, Twitter, 10/16/2020 1:00:52 PM, 238097


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market research_2020-10-16_04-16-20.xlsx
market research_2020-10-16_04-16-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 16, 2020
Short Description:
market research via NodeXL https://bit.ly/37cFCGg
@benarasiyaa
@ps3_4_lyfe
@davwim
@raghurajpa
@antgrasso
@nueconomics
@manishas__
@reportconsult
@hp
@decustecu

Top hashtags:
#marketresearch
#research
#market
#business
#asdreports
#nodealbrexit
#baddealbrexit

Description:
Description
The graph represents a network of 6,732 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, 16 October 2020 at 11:31 UTC.

The requested start date was Friday, 16 October 2020 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, 27-minute period from Monday, 12 October 2020 at 22:26 UTC to Thursday, 15 October 2020 at 23:53 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 : 6732
Unique Edges : 4201
Edges With Duplicates : 8056
Total Edges : 12257
Number of Edge Types : 5
Retweet : 2791
MentionsInRetweet : 3627
Tweet : 3806
Replies to : 633
Mentions : 1400
Self-Loops : 3893
Reciprocated Vertex Pair Ratio : 0.0221366698748797
Reciprocated Edge Ratio : 0.0433145009416196
Connected Components : 2495
Single-Vertex Connected Components : 1348
Maximum Vertices in a Connected Component : 158
Maximum Edges in a Connected Component : 457
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.813744
Graph Density : 0.000117184675898965
Modularity : 0.495224
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,732 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, 16 October 2020 at 11:31 UTC.

The requested start date was Friday, 16 October 2020 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, 27-minute period from Monday, 12 October 2020 at 22:26 UTC to Thursday, 15 October 2020 at 23:53 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:
[82] https://www.bioportfolio.co.uk/
[19] https://www.qualitystocks.com/market-research/?qmtab=detailedquotetabchartnews_qmsymbol=SNWR&qmodStoryID=52935388888721
[13] https://www.moneycontrol.com/news/business/economy/market-research-must-be-more-practical-and-roughly-right-than-precise-and-slow-5965201.html
[13] https://www.youtube.com/watch?v=TxRd2VcRd-Q&feature=youtu.be

[12] http://www.topnewscorner.com/
[12] https://curatti.com/methods-to-keep-your-target-market-research-fresh/
[12] https://www.fiverr.com/ariful7079/do-market-research-and-find-contact-email-address
[9] https://lplresearch.com/2020/10/13/market-update-tue-oct-13-2020-lpl-financial-research/
[9] https://economics.northwestern.edu/people/phd-job-market-candidates/
[8] https://www.forex.com/en-us/market-analysis/latest-research/14-10-us-pre-open/

Top URLs in Tweet in G1:
[82] https://www.bioportfolio.co.uk/
[12] http://www.topnewscorner.com/
[12] https://www.qualitystocks.com/market-research/?qmtab=detailedquotetabchartnews_qmsymbol=SNWR&qmodStoryID=52935388888721
[11] https://www.moneycontrol.com/news/business/economy/market-research-must-be-more-practical-and-roughly-right-than-precise-and-slow-5965201.html
[6] https://lplresearch.com/2020/10/13/market-update-tue-oct-13-2020-lpl-financial-research/
[4] https://lplresearch.com/2020/10/14/market-update-wed-oct-14-2020-lpl-financial-research/
[4] https://www.mpi-europe.com/bookings-checkout/mifid-research-solutions
[4] https://khaleejmag.com/business/a-closer-look-of-what-a-market-research-company-does/
[3] https://www.realtor.com/research/housing-market-recovery-index-trends-october-3-data/
[3] https://www.universityoftodee.org/market-research-intern

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1316462228829351936
[1] https://twitter.com/i/web/status/1316411121872576513
[1] https://twitter.com/i/web/status/1316537063135735812
[1] https://twitter.com/i/web/status/1316508711175716864
[1] https://twitter.com/i/web/status/1316448881404715008

Top URLs in Tweet in G3:
[4] https://www.constellationr.com/research/oracle-raises-stakes-next-gen-compute-platform-market
[3] https://www.everestgrp.com/2020-02-lp-insurers-need-to-transform-business-models-but-face-challenges-market-insights-52671.html
[2] https://ec.europa.eu/digital-single-market/en/artificial-intelligence
[2] https://www.marknteladvisors.com/research-library/global-iot-security-market-analysis.html
[2] https://www.vanguardngr.com/2020/10/research-crucial-for-capital-market-growth-development-%e2%80%95-sec/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.vanguardngr.com/2020/10/research-crucial-for-capital-market-growth-development-%e2%80%95-sec/
[1] https://coleofduty.com/news/2020/05/08/massive-growth-in-internet-of-medical-things-market-2020-trends-growth-demand-opportunities-forecast-to-2026-3rings-accendowave-actigraph-activeprotective-adheretech/
[1] https://twitter.com/i/web/status/1315668789552443394
[1] https://www.linstant-interview.com/1067659/le-marche-mondial-de-la-securite-de-linternet-des-objets-iot-devrait-connaitre-une-croissance-rapide-au-cours-de-la-periode-de-prevision-2020-2026-market-research-store-2/
[1] https://twitter.com/i/web/status/1316692857151987712

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1316294845820882945

Top URLs in Tweet in G6:
[12] https://www.fiverr.com/ariful7079/do-market-research-and-find-contact-email-address
[1] https://twitter.com/i/web/status/1316841558834999296
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/22/federal-policy-change-on-lab-developed-tests-highlights-need-for-legislative-reform?utm_campaign=health_hcp_uspolicy__covid_____&utm_source=twitter_health&utm_medium=social&utm_content=article_safediagnostics____linkcard_&utm_term=___
[1] https://www.marketwatch.com/story/hanky-panky-traders-pocket-stunning-profits-after-trumps-comments-on-trade-talks-goose-the-stock-market-2019-10-17
[1] https://twitter.com/i/web/status/1316469456797945862
[1] https://www.investopedia.com/articles/personal-finance/071415/did-obamacare-make-premiums-go.asp
[1] https://twitter.com/i/web/status/1316362632539103232
[1] https://www.cbpp.org/research/health/key-flaws-of-short-term-health-plans-pose-risks-to-consumers#:~:text=Short-term%20plans%20can%20deny,standards%20that%20individual-market%20plans
[1] https://twitter.com/i/web/status/1316212993475084290
[1] https://twitter.com/i/web/status/1316175091412107274

Top URLs in Tweet in G7:
[9] https://economics.northwestern.edu/people/phd-job-market-candidates/
[7] https://www.econ.pitt.edu/people/phd-job-candidates
[1] https://twitter.com/i/web/status/1316825575164706818
[1] https://twitter.com/i/web/status/1316097259243819013
[1] https://twitter.com/i/web/status/1316146685651845120
[1] https://twitter.com/i/web/status/1316776187809628161
[1] https://twitter.com/i/web/status/1316421131113500672
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=8caad570-0f6d-11eb-a9f9-c9db49e4ce89&url=L3ByZXNzLXJlbGVhc2VzLzIwMjAtMTAtMTQvc29saWQtc3RhdGUtbGlnaHRpbmctbWFya2V0LXRvLXJlYWNoLTc0LTI1LWJpbGxpb24tZ2xvYmFsbHktYnktMjAyNy1hdC0xMi0yLWNhZ3ItYWxsaWVkLW1hcmtldC1yZXNlYXJjaA==
[1] https://www.prnewswire.com/news-releases/solid-state-lighting-market-to-reach-74-25-billion-globally-by-2027-at-12-2-cagr-allied-market-research-301152026.html
[1] https://markets.businessinsider.com/news/1029674723

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1316614500968087552
[1] https://twitter.com/i/web/status/1316599680524935168
[1] https://twitter.com/i/web/status/1316600255232659458
[1] https://twitter.com/i/web/status/1316600622938898433
[1] https://twitter.com/i/web/status/1316601321063997441
[1] https://twitter.com/i/web/status/1316601488685166595
[1] https://twitter.com/i/web/status/1316613586928635904
[1] https://twitter.com/i/web/status/1316613738527518720
[1] https://twitter.com/i/web/status/1316614377261293569
[1] https://twitter.com/i/web/status/1316288801841577984

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1316787584010530821

Top URLs in Tweet in G10:
[1] http://macromomblog.com/writing-workshop/
[1] https://twitter.com/ShawnFremstad/status/1316508382547894284
[1] https://twitter.com/i/web/status/1316489448293621761

Top Domains
Top Domains in Tweet in Entire Graph:
[1645] twitter.com
[279] google.com
[133] industrynewsengine.com
[125] wordpress.com
[123] co.uk
[103] forex.com
[87] asdreports.com
[70] linkedin.com
[61] tifia.com
[57] marketwatch.com

Top Domains in Tweet in G1:
[989] twitter.com
[133] industrynewsengine.com
[97] co.uk
[96] wordpress.com
[87] asdreports.com
[52] marketwatch.com
[40] google.com
[33] linkedin.com
[28] pressrelease.cc
[25] news.blog

Top Domains in Tweet in G2:
[5] twitter.com

Top Domains in Tweet in G3:
[12] marknteladvisors.com
[10] twitter.com
[4] everestgrp.com
[4] vanguardngr.com
[4] constellationr.com
[2] europa.eu
[1] coleofduty.com
[1] linstant-interview.com
[1] rejerusalem.com
[1] prnewswire.com

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

Top Domains in Tweet in G6:
[12] fiverr.com
[8] twitter.com
[1] pewtrusts.org
[1] marketwatch.com
[1] investopedia.com
[1] cbpp.org
[1] nytimes.com

Top Domains in Tweet in G7:
[9] northwestern.edu
[7] pitt.edu
[6] twitter.com
[2] bloomberg.com
[2] businessinsider.com
[1] prnewswire.com
[1] google.com

Top Domains in Tweet in G8:
[10] twitter.com
[1] bakerinstitute.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[159] marketresearch
[104] research
[69] market
[63] business
[56] asdreports
[51] nodealbrexit
[51] baddealbrexit
[42] covid19
[42] marketintelligence
[37] marketing



Top Hashtags in Tweet in G1:
[97] marketresearch
[56] asdreports
[43] research
[37] business
[30] market
[30] stockmarket
[26] marketintelligence
[25] medicaldevices
[23] biotechnology
[23] energy

Top Hashtags in Tweet in G3:
[10] cagr
[9] ai
[9] technology
[9] marketresearch
[9] covid_19
[7] appdevelopment
[7] usa
[6] robotics
[6] global
[5] infographic

Top Hashtags in Tweet in G6:
[1] bidenharrislandslide2020
[1] covid19
[1] dumptrump
[1] dumpgop
[1] debate2020

Top Hashtags in Tweet in G7:
[1] covid19

Top Hashtags in Tweet in G8:
[9] market
[1] print
[1] server
[1] tractor
[1] sodium
[1] stannate
[1] filter
[1] media
[1] gaseous
[1] helium

Top Hashtags in Tweet in G9:
[51] nodealbrexit
[51] baddealbrexit

Top Words
Top Words in Tweet in Entire Graph:
[6014] market
[4843] research
[1040] report
[994] 2020
[972] global
[599] more
[542] analysis
[481] industry
[464] 2025
[460] growth

Top Words in Tweet in G1:
[2407] market
[1899] research
[664] 2020
[648] report
[563] global
[350] analysis
[332] industry
[292] growth
[251] 2026
[226] size

Top Words in Tweet in G2:
[152] davwim
[152] market
[150] research
[148] ps3_4_lyfe
[147] job
[146] before
[145] picking
[144] fair
[144] major
[143] properly

Top Words in Tweet in G3:
[138] research
[88] report
[87] antgrasso
[85] market
[85] everestgroup
[81] life
[81] pensions
[81] insurers
[81] facing
[81] pressure

Top Words in Tweet in G4:
[111] market
[111] mumbai
[110] vinay
[110] tripathi
[110] former
[110] employee
[110] hansa
[110] research
[110] pvt
[110] ltd

Top Words in Tweet in G5:
[84] wnbc
[84] hiring
[84] nbcnewyork
[84] looking
[84] content
[84] producer
[84] york
[84] candidates
[84] experience
[84] writer

Top Words in Tweet in G6:
[21] market
[21] research
[19] realdonaldtrump
[12] china
[12] exclusive
[12] lead
[12] generation
[12] service
[9] joebiden
[9] virus

Top Words in Tweet in G7:
[118] economics
[78] research
[68] phd
[68] candidate
[58] nueconomics
[50] more
[49] learn
[42] interests
[42] include
[39] market

Top Words in Tweet in G8:
[10] research
[9] #market
[9] report
[9] 2028
[9] key
[9] players
[2] airproducts
[2] kapsarc

Top Words in Tweet in G9:
[51] heading
[51] #nodealbrexit
[51] #baddealbrexit
[51] deal
[51] reduces
[51] access
[51] single
[51] market
[50] richardgcorbett
[50] rese

Top Words in Tweet in G10:
[50] research
[43] market
[36] job
[36] candidates
[36] sign
[36] workshop
[36] puffi
[36] communicating
[36] amazing
[35] claudia_sahm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1897] market,research
[721] research,report
[389] market,2020
[326] job,market
[258] market,size
[256] covid,19
[239] view,research
[238] grand,view
[162] 2020,global
[162] research,job

Top Word Pairs in Tweet in G1:
[750] market,research
[510] research,report
[351] market,2020
[165] covid,19
[150] 2020,global
[146] industry,research
[138] global,industry
[134] report,till
[129] till,2026
[115] market,size

Top Word Pairs in Tweet in G2:
[148] ps3_4_lyfe,davwim
[147] job,market
[146] research,job
[145] market,before
[144] davwim,fair
[144] before,picking
[144] picking,major
[143] fair,properly
[143] properly,research
[143] major,prevent

Top Word Pairs in Tweet in G3:
[85] everestgroup,research
[83] research,report
[81] report,life
[81] life,pensions
[81] pensions,insurers
[81] insurers,facing
[81] facing,pressure
[81] pressure,transform
[80] transform,business
[79] business,models

Top Word Pairs in Tweet in G4:
[110] vinay,tripathi
[110] tripathi,former
[110] former,employee
[110] employee,hansa
[110] hansa,market
[110] market,research
[110] research,pvt
[110] pvt,ltd
[110] ltd,arrested
[110] arrested,mumbai

Top Word Pairs in Tweet in G5:
[84] wnbc,hiring
[84] hiring,nbcnewyork
[84] nbcnewyork,looking
[84] looking,content
[84] content,producer
[84] producer,york
[84] york,candidates
[84] candidates,experience
[84] experience,writer
[83] kayangrum,wnbc

Top Word Pairs in Tweet in G6:
[12] exclusive,lead
[12] lead,generation
[12] generation,service
[7] stock,market
[5] china,virus
[4] market,research
[3] president,trump
[3] trump,right
[3] right,china
[3] virus,came

Top Word Pairs in Tweet in G7:
[68] economics,phd
[68] phd,candidate
[58] nueconomics,economics
[49] learn,more
[42] research,interests
[42] interests,include
[28] research,interest
[23] job,market
[22] microeconomic,theory
[18] development,economics

Top Word Pairs in Tweet in G8:
[9] #market,research
[9] research,report
[9] report,2028
[9] 2028,key
[9] key,players

Top Word Pairs in Tweet in G9:
[51] heading,#nodealbrexit
[51] #nodealbrexit,#baddealbrexit
[51] #baddealbrexit,deal
[51] deal,reduces
[51] reduces,access
[51] access,single
[51] single,market
[50] richardgcorbett,heading
[50] market,rese

Top Word Pairs in Tweet in G10:
[36] job,market
[36] market,candidates
[36] candidates,sign
[36] sign,workshop
[36] workshop,puffi
[36] puffi,communicating
[36] communicating,amazing
[36] amazing,research
[35] claudia_sahm,job
[9] more,research

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@tanishqjewelry
@ps3_4_lyfe
@elonmusk
@chetan_bhagat
@post_market
@powerthruwisdom
@jordynfetter
@cryptorian78
@mllepilgrim

Top Replied-To in G1:

Top Replied-To in G2:
@ps3_4_lyfe
@new_proletarian
@younglibertari
@davwim

Top Replied-To in G4:
@drkouser_

Top Replied-To in G5:
@weischoice

Top Replied-To in G6:
@realdonaldtrump
@powerthruwisdom
@kylegriffin1
@scottwa11ace
@kacummings
@nbc
@brianmorris7674
@abirkshire
@ejeancarroll
@noodle_2016uk

Top Replied-To in G7:
@flashgordonmma

Top Replied-To in G8:
@gulf_intel

Top Mentioned
Top Mentioned in Entire Graph:
@davwim
@ps3_4_lyfe
@benarasiyaa
@antgrasso
@everestgroup
@nbcnewyork
@kayangrum
@nueconomics
@forexcom
@cabroncita

Top Mentioned in G1:
@gfaccord
@strategy_gal
@gfradelos
@bjoernbruecher
@comradeswriter1
@stigmabase
@bravenewcoin
@catalyst4fitnes
@khaleejmag
@sl_stockindia

Top Mentioned in G2:
@davwim
@ps3_4_lyfe
@sabrinasgch
@escobarchills
@y_doe69
@dmilliganspeaks
@ganyashavich

Top Mentioned in G3:
@antgrasso
@everestgroup
@lindagrass0
@mckinsey
@trendmicro
@vrkgamesbharat
@jvbl
@darrenbechtel
@mhcommunicate
@excelizebim

Top Mentioned in G4:
@benarasiyaa
@dellhiite_
@mirzapuriy

Top Mentioned in G5:
@nbcnewyork
@kayangrum

Top Mentioned in G6:
@realdonaldtrump
@joebiden
@glassoline
@eugenegu
@hhsgov
@murray_nyc
@us_fda
@aus_richalex
@kylegriffin1
@abc

Top Mentioned in G7:
@nueconomics
@janeor_econ
@mdoepke
@eu_sciencehub
@enkelejdahavari
@pittecon
@osea82
@bardoczybence
@business
@leah_boustan

Top Mentioned in G8:
@airproducts
@kapsarc
@dlink
@hp
@brother
@startech
@dymo
@linksys
@canon

Top Mentioned in G9:
@richardgcorbett

Top Mentioned in G10:
@claudia_sahm
@lipstickecon
@eliselgould
@mlholder999
@yanarodgers
@ruwomenandwork
@ru_smlr

Top Tweeters
Top Tweeters in Entire Graph:
@cryptotraderpro
@sectest9
@pairsonnalites
@marcodacostafx
@edinburghwatch
@s9tmt
@zyitegadgets
@chidambara09
@cybersec_feeds
@rjber15

Top Tweeters in G1:
@pairsonnalites
@zyitegadgets
@politicalhedge
@yoshiki7111
@beritasatu
@stigmabase
@mortgage_shop
@ratings_via_fl
@newsheadlinesng
@primascriptura

Top Tweeters in G2:
@imade_nchina
@saxtondigital
@asyrafzainal95
@f00tballjunkie
@davwim
@bluemiiints
@r_rod249
@hakiimjr
@yulah_g
@therealsamad_

Top Tweeters in G3:
@sectest9
@chidambara09
@swissbusiness
@fintechna
@vanguardngrnews
@cybersecurityn8
@ilovebooks786
@openmarketingtv
@hubofml
@merckxcycling

Top Tweeters in G4:
@waseemqadiri
@aniljothomas
@jafarali333
@thebeerjunkie
@sinemetuvivere
@karande76737049
@indiasbigdebate
@aam_nationalist
@kabirazad2017
@dellhiite_

Top Tweeters in G5:
@antwanstaley
@luhayeaye
@rappublicist
@iammeganambers
@nbcnewyork
@bigorangepruitt
@pastel_pwussy
@phil_lewis_
@kalifornijay
@bigjocatl

Top Tweeters in G6:
@nort_lights
@abc
@cnn
@msnbc
@joncoopertweets
@trickfreefollow
@aus_richalex
@impinkestgirl
@funnestbestest
@juliet_notromeo

Top Tweeters in G7:
@business
@jeffguhin
@iivorian_beauty
@leah_boustan
@guillelezama
@eu_sciencehub
@dclingi
@okuchap
@luisbq_
@economistmom

Top Tweeters in G8:
@elf
@michaemaher200a
@gulf_intel
@hs_uk
@kiss
@revlon
@3m
@total
@mashreqtweets
@linksys

Top Tweeters in G9:
@eutopean
@david96212152
@ellih53
@tony_sacto
@anarchic_teapot
@vintiquesmark
@mikefealey
@bylinebelife
@alfredgliddon
@teresac123

Top Tweeters in G10:
@sandydarity
@arrianna_planey
@thelejait
@ahakramlodhi
@joescordato
@drbritwilliams
@claudia_sahm
@fadhelkaboub
@gisp_tweets
@donald_planey