market research, Twitter, 11/2/2019 1:32:03 AM, 215020


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market research_2019-11-01_18-10-51.xlsx
market research_2019-11-01_18-10-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 02, 2019
Short Description:
market research via NodeXL http://bit.ly/34kq66r
@akinlabiwal
@bravenewcoin
@henryontop3257
@hui_yee9034
@dndi
@barbarajdurkin
@rachelintheoc
@rtyson82
@heinzvhoenen
@creativedarell

Top hashtags:
#featured
#marketresearch
#research
#market
#trading
#business

Description:
Description
The graph represents a network of 4,052 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 Saturday, 02 November 2019 at 01:12 UTC.

The requested start date was Friday, 01 November 2019 at 00:01 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, 46-minute period from Wednesday, 30 October 2019 at 09:14 UTC to Friday, 01 November 2019 at 00:00 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 : 4052
Unique Edges : 3787
Edges With Duplicates : 2463
Total Edges : 6250
Number of Edge Types : 3
Mentions : 2790
Tweet : 3175
Replies to : 285
Self-Loops : 3175
Reciprocated Vertex Pair Ratio : 0.0261367704976728
Reciprocated Edge Ratio : 0.0509420795533845
Connected Components : 1756
Single-Vertex Connected Components : 1091
Maximum Vertices in a Connected Component : 117
Maximum Edges in a Connected Component : 285
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 1.889492
Graph Density : 0.000174600107270017
Modularity : 0.553314
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,052 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 Saturday, 02 November 2019 at 01:12 UTC.

The requested start date was Friday, 01 November 2019 at 00:01 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, 46-minute period from Wednesday, 30 October 2019 at 09:14 UTC to Friday, 01 November 2019 at 00:00 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] http://www.fiverr.com/138639628?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=VYYazY
[23] https://www.fiverr.com/walex_consult/create-you-a-professional-business-plan?context_referrer=user_page&ref_ctx_id=54063db4-61ec-461c-bf19-5bf105a240fd&pckg_id=1&pos=1&seller_online=true
[13] https://jp.techcrunch.com/2019/10/31/2019-10-29-market-research-platform-milieu-insight-raises-2-4-million-to-launch-in-more-southeast-asian-countries/
[11] https://www.fxdd.com/mt/en/market-analysis-and-research/video-analysis/gbp-aud-technical-analysis-october-31-19-2019-10-31
[11] https://www.fxdd.com/mt/en/market-analysis-and-research/wave-analysis/dax-30-uptrend-expects-breakout-despite-13000-resistance-2019-10-31
[10] https://www.fxdd.com/mt/en/market-analysis-and-research/price-action/eur-gbp-bearish-pressure-below-08660-2019-10-31
[8] http://research.rewheel.fi/downloads/The_state_of_4G_pricing_DFMonitor_12th_release_2H2019_PUBLIC.pdf
[8] https://www.fxdd.com/mt/en/market-analysis-and-research/price-action/spx500-extremely-bullish-and-targeting-higher-camarilla-levels-2019-10-30
[8] http://insightplatforms.com/market-map-user-research-software-solutions/?utm_content=buffere5a7e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://sellmesomething.co.uk/china-jewellery-market-2019-business-growth-size-and-comprehensive-research-study/

Top URLs in Tweet in G1:
[9] https://jp.techcrunch.com/2019/10/31/2019-10-29-market-research-platform-milieu-insight-raises-2-4-million-to-launch-in-more-southeast-asian-countries/
[8] https://sellmesomething.co.uk/china-jewellery-market-2019-business-growth-size-and-comprehensive-research-study/
[8] http://insightplatforms.com/market-map-user-research-software-solutions/?utm_content=buffere5a7e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://join.instarwallet.com/oY9fOihLHW
[4] http://www.marketingonline.com/blog/2019/10/28/your-survivors-guide-to-market-research/?utm_source=linkedin&utm_medium=social&utm_content=2019-10-30
[4] https://lplresearch.com/2019/10/31/market-update-thurs-oct-31-2019-lpl-financial-research/
[3] https://view.ceros.com/lpl/lpl-research-weekly-insights/p/1
[3] https://resources.automationanywhere.com/watch/rpa-helps-amgen-with-life-saving-research-automation-anywhere-testimonial
[3] https://www.prnewswire.com/news-releases/europe-pest-control-market-to-reach-6-2-bn-by-2025-at-6-1-cagr-allied-market-research-300946204.html
[3] https://finance.yahoo.com/news/europe-pest-control-market-reach-140000658.html

Top URLs in Tweet in G2:
[24] http://www.fiverr.com/138639628?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=VYYazY
[23] https://www.fiverr.com/walex_consult/create-you-a-professional-business-plan?context_referrer=user_page&ref_ctx_id=54063db4-61ec-461c-bf19-5bf105a240fd&pckg_id=1&pos=1&seller_online=true
[1] https://www.fiverr.com/users/walex_consult/manage_gigs/create-you-a-professional-business-plan/edit
[1] https://www.fiverr.com/darellax67/business-plan-business-proposal-market-research-startups-financial-plan-77c2

Top URLs in Tweet in G3:
[1] https://app.liquid.com/ieo-market/BNC

Top URLs in Tweet in G4:
[4] https://www.dndi.org/2019/media-centre/press-releases/not-for-profit-research-development-can-address-market-failure-for-neglected-patients/
[1] https://twitter.com/i/web/status/1189851202282016768

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1189747529157505024

Top URLs in Tweet in G6:
[1] http://www.hawaiifreepress.com/ArticlesMain/tabid/56/ID/24335/Wind-Industry-Poised-for-Decline.aspx?utm_source=Copy+of+October+27%2C+2019+News+from+HawaiiFreePress++&utm_campaign=October+27%2C+2019+Email+9am&utm_medium=email

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1189876404139286528

Top URLs in Tweet in G9:
[2] https://blog.mrii.org/broader-landscape-trends-impacting-market-research/
[2] https://www.sunnyskyz.com/blog/2893/Frustrated-Beekeeper-Tricks-Pesky-Bear-Into-Doing-Market-Research
[1] https://twitter.com/i/web/status/1189874689570676737
[1] https://twitter.com/i/web/status/1189512307182882817
[1] https://twitter.com/i/web/status/1190014081018806285
[1] https://www.insightsassociation.org/conference/ia-converge-intersection-data-science-market-research-analytics
[1] https://blog.mrii.org/10-tips-for-conducting-global-market-research-successfully/
[1] https://twitter.com/i/web/status/1189580493131603969
[1] https://paper.li/SylvestreTweets/1306249178?edition_id=5de42d70-fb93-11e9-86a9-0cc47a0d1605
[1] https://paper.li/SylvestreTweets/1306249178?edition_id=cb59d400-fb2e-11e9-86a9-0cc47a0d1605

Top URLs in Tweet in G10:
[2] https://ec.europa.eu/digital-single-market/en/news/human-brain-project-calls-projects-contribute-its-research-infrastructure-new-calls-updated
[1] https://twitter.com/i/web/status/1189828862907166720
[1] https://ec.europa.eu/digital-single-market/en/news/study-media-literacy-and-online-empowerment-issues-raised-algorithm-driven-media-services-smart

Top Domains
Top Domains in Tweet in Entire Graph:
[1799] twitter.com
[262] whatech.com
[78] google.com
[73] co.uk
[68] fiverr.com
[63] forex.com
[56] fxdd.com
[55] asdreports.com
[53] wordpress.com
[47] pressrelease.cc

Top Domains in Tweet in G1:
[1195] twitter.com
[64] google.com
[62] co.uk
[48] wordpress.com
[47] pressrelease.cc
[26] asdreports.com
[22] einnews.com
[16] techcrunch.com
[15] prnewswire.com
[15] marketwatch.com

Top Domains in Tweet in G2:
[49] fiverr.com

Top Domains in Tweet in G3:
[1] liquid.com

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

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[1] hawaiifreepress.com

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

Top Domains in Tweet in G9:
[5] twitter.com
[3] mrii.org
[2] sunnyskyz.com
[2] paper.li
[1] insightsassociation.org
[1] research-live.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[249] featured
[82] marketresearch
[70] research
[64] market
[61] trading
[60] business
[44] industrialandmanufacturing
[43] daytrading
[42] b2b
[41] leadgeneration



Top Hashtags in Tweet in G1:
[48] marketresearch
[36] research
[24] asdreports
[22] market
[20] marketing
[12] news
[12] business
[11] mrx
[11] marketintelligence
[9] marijuana

Top Hashtags in Tweet in G4:
[3] dndi15years
[1] whs2019

Top Hashtags in Tweet in G9:
[11] mrx
[6] 12daysofinsights
[6] algorithms
[6] racialbias
[6] credit
[3] machinelearning
[2] dataanalytics
[2] insights
[2] jdq
[1] womeninresearch

Top Hashtags in Tweet in G10:
[8] brain
[8] project
[8] sponsor
[2] smartfood
[2] proteins
[2] medialiteracy
[1] globalmilweek
[1] disinformation
[1] fakenews
[1] thinkbeforesharing

Top Words
Top Words in Tweet in Entire Graph:
[3555] Words in Sentiment List#1: Positive
[1179] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[94407] Non-categorized Words
[99141] Total Words
[4058] market
[3092] research
[657] report
[583] 2019
[562] new

Top Words in Tweet in G1:
[2101] market
[1677] research
[429] view
[428] inc
[426] grand
[423] report
[408] 2019
[388] forecast
[365] growth
[348] billion

Top Words in Tweet in G2:
[149] business
[142] market
[142] research
[117] plans
[115] akinlabiwal
[94] lovely
[94] incredible
[94] contact
[94] wont
[94] regret

Top Words in Tweet in G3:
[96] new
[95] bnc
[95] brave
[95] coin
[94] portfolio
[93] ready
[93] take
[93] next
[93] level
[93] participate

Top Words in Tweet in G4:
[59] dndi
[46] 15
[46] years
[44] profit
[44] new
[43] research
[43] development
[42] ve
[42] proven
[42] deliver

Top Words in Tweet in G5:
[58] paid
[58] job
[58] well
[58] established
[58] think
[58] tank
[58] looking
[58] research
[58] assistant
[58] world

Top Words in Tweet in G6:
[2] 0sundance
[2] quantummist
[2] bardlackey
[2] no1trump
[2] thedisproof
[2] asinister
[2] priscian
[2] slowmoneygreen
[2] b_bolshevik100
[2] wind

Top Words in Tweet in G7:
[84] public
[42] even
[42] groped
[42] touched
[42] inappropriately
[42] stranger
[42] place
[42] bar
[42] restaurant
[41] rachelintheoc

Top Words in Tweet in G8:
[28] two
[28] new
[28] research
[28] reports
[28] look
[28] gap
[28] ownership
[28] financial
[28] assets
[28] housing

Top Words in Tweet in G9:
[13] market
[11] #mrx
[8] always
[6] #12daysofinsights
[6] #algorithms
[6] designed
[6] prevent
[6] #racialbias
[6] #credit
[6] don

Top Words in Tweet in G10:
[11] project
[11] research
[10] calls
[9] human
[9] brain
[9] projects
[9] contribute
[9] infrastructure
[8] #brain
[8] #project

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1235] market,research
[425] grand,view
[424] view,research
[419] research,inc
[392] research,report
[230] market,2019
[202] size,share
[192] 2019,2025
[156] 2025,grand
[154] billion,2026

Top Word Pairs in Tweet in G1:
[582] market,research
[425] grand,view
[424] view,research
[419] research,inc
[316] research,report
[187] size,share
[165] market,2019
[156] 2025,grand
[151] billion,2026
[150] 2026,grand

Top Word Pairs in Tweet in G2:
[142] market,research
[117] business,plans
[117] plans,market
[94] lovely,incredible
[94] incredible,business
[94] research,contact
[94] contact,wont
[94] wont,regret
[93] akinlabiwal,lovely
[93] regret,https

Top Word Pairs in Tweet in G3:
[95] brave,new
[95] new,coin
[93] ready,take
[93] take,portfolio
[93] portfolio,next
[93] next,level
[93] level,participate
[93] participate,bnc
[93] bnc,ieo
[93] ieo,unlock

Top Word Pairs in Tweet in G4:
[46] 15,years
[43] profit,research
[43] research,development
[42] years,ve
[42] ve,proven
[42] proven,profit
[42] development,deliver
[42] deliver,effective
[42] effective,affordable
[42] affordable,new

Top Word Pairs in Tweet in G5:
[58] paid,job
[58] job,well
[58] well,established
[58] established,think
[58] think,tank
[58] tank,looking
[58] looking,research
[58] research,assistant
[58] assistant,world
[58] world,bank

Top Word Pairs in Tweet in G6:
[2] 0sundance,quantummist
[2] quantummist,bardlackey
[2] bardlackey,no1trump
[2] no1trump,thedisproof
[2] thedisproof,asinister
[2] asinister,priscian
[2] priscian,slowmoneygreen
[2] slowmoneygreen,b_bolshevik100

Top Word Pairs in Tweet in G7:
[42] even,groped
[42] groped,touched
[42] touched,inappropriately
[42] inappropriately,stranger
[42] stranger,public
[42] public,place
[42] place,bar
[42] bar,restaurant
[42] restaurant,public
[41] rachelintheoc,even

Top Word Pairs in Tweet in G8:
[28] two,new
[28] new,research
[28] research,reports
[28] reports,look
[28] look,gap
[28] gap,ownership
[28] ownership,financial
[28] financial,assets
[28] assets,housing
[28] housing,market

Top Word Pairs in Tweet in G9:
[6] #algorithms,designed
[6] designed,prevent
[6] prevent,#racialbias
[6] #racialbias,#credit
[6] #credit,market
[6] market,don
[6] don,t
[6] t,always
[6] always,job
[6] job,even

Top Word Pairs in Tweet in G10:
[9] human,brain
[9] brain,project
[9] calls,projects
[9] projects,contribute
[9] contribute,research
[9] research,infrastructure
[8] #brain,#project
[8] #project,#sponsor
[8] #sponsor,human
[8] project,calls

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@akinlabiwal
@bravenewcoin
@dndi
@hui_yee9034
@rachelintheoc
@into_research
@forexcom
@rtyson82
@eboayodeji
@henryontop3257

Top Mentioned in G1:
@into_research
@project_topics
@gfaccord
@gfradelos
@syedsharukh
@catalyst4fitnes
@bizzbeesolution
@researchnews_24
@davidsm86759017
@shenoa_ladawn

Top Mentioned in G2:
@akinlabiwal
@henryontop3257
@creativedarell

Top Mentioned in G3:
@bravenewcoin

Top Mentioned in G4:
@dndi
@who
@kemri_kenya
@msf
@msf_access
@fiocruz
@tdrnews
@kkmputrajaya
@worldhealthsmt
@institutpasteur

Top Mentioned in G5:
@hui_yee9034

Top Mentioned in G6:
@quantummist
@bardlackey
@no1trump
@thedisproof
@asinister
@priscian
@slowmoneygreen
@b_bolshevik100
@barbarajdurkin
@0sundance

Top Mentioned in G7:
@rachelintheoc

Top Mentioned in G8:
@rtyson82

Top Mentioned in G9:
@joseph_santoro
@jhenning
@explorerres
@zoedowling
@focusvisioninfo
@walmart
@microsoft
@merck
@georgiacenter
@riotgames

Top Mentioned in G10:
@heinzvhoenen
@eu_commission
@swisscognitive
@nanoappsm
@nanoappsath
@cellrepair777
@diegokuonen
@dalithsteiger
@eth_en
@epfl_en

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@alerttrade
@market_screener
@detikcom
@pairsonnalites
@robinsnewswire
@pairsonnalitesu
@pairsonnalitesa
@loupo85
@threeuksupport

Top Tweeters in G1:
@americanbanking
@market_screener
@pairsonnalites
@robinsnewswire
@pairsonnalitesu
@pairsonnalitesa
@newsoneplace
@gamergeeknews
@fainformazione
@footy90com

Top Tweeters in G2:
@thefijilagoon
@aranha_nvspv
@jayshmitz
@davebaseball1
@darbaba63
@uni0i
@yc_oo2
@stefanusbagus_w
@tunadosamerica
@rena1988zg

Top Tweeters in G3:
@bravenewcoin
@gnojgnoj
@galve_marileah
@ardhyansyaa
@setyamickala
@nhodnhed
@kop_of_tea
@karlfconyard
@airdropboxes
@malijon7

Top Tweeters in G4:
@suzanneinlgb
@newsanceandgg
@jamie_love
@who
@colinegreen
@kkmputrajaya
@javier_diaznido
@msf_usa
@thelonemedic_
@msf

Top Tweeters in G5:
@nizamarchibald
@michellelanious
@dyradyre
@shammyzzz
@mrmnzr
@cek_suhana
@f4izalhassan
@markfiq_
@ayyputeri
@zzddnn

Top Tweeters in G6:
@rmack2x
@gillesnfio
@swedtraders
@asinister
@dieterfrikadell
@4timesayear
@brendancommins
@georgewcowles
@dawntj90
@jaisans

Top Tweeters in G7:
@rachelintheoc
@baxterlyndsie
@sophialsherman
@cieraelizabeths
@randamonster
@hoseoked218
@milenskia96
@thelifeofbees
@forte_bellenoir
@leexxxxx

Top Tweeters in G8:
@aflyblackcommie
@dbran104
@elisha1022
@dillesq
@rebelcapitalist
@socueme
@obe1obryant
@fresnashakur
@socialistonmain
@rtyson82

Top Tweeters in G9:
@walmart
@parismatch
@joseph_santoro
@thecuriousluke
@espn
@machine_ml
@nvsdata
@msarozz
@adobe
@rc_economie

Top Tweeters in G10:
@ganjasmokercb
@fmfrancoise
@rnaudmeunier
@ursbolt
@hazloe3
@drrueckauf
@eu_commission
@diegokuonen
@mit
@food_renovator


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