market research, Twitter, 12/3/2021 11:20:33 PM, 267460


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market research_2021-12-03_04-36-03.xlsx
market research_2021-12-03_04-36-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 03, 2021
Short Description:
market research via NodeXL https://bit.ly/3IgcFcz
@feliciaayensua
@cchukudebelu
@lydia_assouad
@econotw
@tradestrey
@teodoraboneva1
@ogptrsn
@harmeet46533882
@cnbc
@anentirethato

Top hashtags:
#marketresearch
#market
#research
#nft
#atatürk
#chemistryentrepreneurship

Description:
Description
The graph represents a network of 7,356 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, 03 December 2021 at 12:51 UTC.

The requested start date was Friday, 03 December 2021 at 01:01 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, 23-hour, 2-minute period from Tuesday, 30 November 2021 at 01:58 UTC to Friday, 03 December 2021 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 : 7356
Unique Edges : 3914
Edges With Duplicates : 8977
Total Edges : 12891
Number of Edge Types : 5
Replies to : 725
Mentions : 1459
Retweet : 3442
MentionsInRetweet : 4128
Tweet : 3137
Self-Loops : 3199
Reciprocated Vertex Pair Ratio : 0.0164853840924541
Reciprocated Edge Ratio : 0.0324360474836984
Connected Components : 2293
Single-Vertex Connected Components : 1192
Maximum Vertices in a Connected Component : 474
Maximum Edges in a Connected Component : 947
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.293513
Graph Density : 0.000110547621978516
Modularity : 0.516121
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,356 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, 03 December 2021 at 12:51 UTC.

The requested start date was Friday, 03 December 2021 at 01:01 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, 23-hour, 2-minute period from Tuesday, 30 November 2021 at 01:58 UTC to Friday, 03 December 2021 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:
[30] https://www.researchandmarkets.com/
[27] https://crypto.com/
[26] https://blog.pawealth.in/
[20] https://focusgroups.org/
[13] https://www.theguardian.com/australia-news/2020/oct/26/scott-morrison-sent-additional-500000-worth-of-publicly-funded-covid-market-research
[13] https://www.trendmicro.com/vinfo/ie/security/news/cybercrime-and-digital-threats/investigating-the-emerging-access-as-a-service-market
[12] https://maggnetsolutions.net/
[12] https://sacra.com/research/banking-as-a-service-the-twilio-of-embedded-finance/
[10] https://r.honeygain.me/ERSOM0D55F
[9] https://meland.ai/

Top URLs in Tweet in G1:
[30] https://www.researchandmarkets.com/
[10] https://r.honeygain.me/ERSOM0D55F
[4] https://www.experts.ng/blog/importance-of-market-research/?utm_source=twitter&utm_medium=social&utm_campaign=ExpertsNG
[4] https://www.wellsfargoadvisors.com/research-analysis/commentary/stock-market-news.htm
[4] https://my.digitrade.pro/traders/growth
[3] https://www.realtor.com:443/
[3] http://www.antconsult.vn/news/why-foreign-company-should-undertake-policy-and-regulatory-research-before-entering-vietnam-market.html
[3] https://www.theguardian.com/australia-news/2020/oct/26/scott-morrison-sent-additional-500000-worth-of-publicly-funded-covid-market-research
[3] https://www.thebusinessresearchcompany.com/global-market-reports
[3] https://www.trendmicro.com/vinfo/us/security/news/cybercrime-and-digital-threats/investigating-the-emerging-access-as-a-service-market?utm_source=trendmicroresearch&utm_medium=smk&utm_campaign=1121_AccessAsAService

Top URLs in Tweet in G4:
[7] https://www.lse.ac.uk/economics/phd-job-market/job-market-candidates/andres-barrios-fernandez
[4] https://www.lse.ac.uk/economics/phd-job-market/job-market-candidates/dzhamilya-nigmatulina
[3] https://www.lse.ac.uk/economics/phd-job-market/job-market-candidates/tanner-regan
[3] https://www.lse.ac.uk/economics/phd-job-market/job-market-candidates/daniel-albuquerque
[3] https://www.lse.ac.uk/economics/phd-job-market/job-market-candidates/amanda-dahlstrand
[3] https://www.lse.ac.uk/economics/phd-job-market/job-market-candidates/martina-zanella
[2] https://www.lse.ac.uk/economics/phd-job-market/job-market-candidates/jamie-coen
[2] https://www.lse.ac.uk/economics/phd-job-market/job-market-candidates/marcus-biermann
[2] https://www.lse.ac.uk/economics/phd-job-market/job-market-candidates/alexandre-desbuquois
[2] https://www.lse.ac.uk/economics/phd-job-market/job-market-candidates/fabio-bertolotti

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1466470276607184903

Top URLs in Tweet in G7:
[4] https://www.research.arcane.no/the-weekly-update?utm_source=Twitter
[1] https://twitter.com/i/web/status/1466573036216324103
[1] https://twitter.com/i/web/status/1466282275503591427
[1] https://twitter.com/i/web/status/1466282444701810688
[1] https://twitter.com/i/web/status/1466530070013620239
[1] https://twitter.com/i/web/status/1466282530773118981
[1] https://twitter.com/i/web/status/1466529961687326731
[1] https://twitter.com/i/web/status/1466530022043365383
[1] https://twitter.com/i/web/status/1466530154637836292
[1] https://twitter.com/i/web/status/1466282739888447488

Top URLs in Tweet in G8:
[2] https://www.wiley-vch.de/en/areas-interest/natural-sciences/chemistry-11ch/business-management-in-chemistry-11chg/chemistry-entrepreneurship-978-3-527-34544-1
[1] https://t.co/Pcz9126YWz
[1] https://t.co/pwnZBHvRbB

Top URLs in Tweet in G9:
[2] https://www.thebusinessresearchcompany.com/report/prepaid-card-global-market-report
[1] https://www.thebusinessresearchcompany.com/report/synthetic-pigments-global-market-report
[1] https://topprnews.com/phosphate-fertilizer-market-size-2021-key-strategies-applications-trends-and-opportunities/
[1] https://www.globenewswire.com/news-release/2021/12/01/2344387/0/en/Online-Food-Delivery-Services-Market-Growth-To-Accelerate-At-Rate-Of-11-As-Per-The-Business-Research-Company-s-Online-Food-Delivery-Services-Global-Market-Report-2021.html
[1] https://twitter.com/i/web/status/1465586761225015298
[1] https://www.prnewswire.com/news-releases/usd-3-89-bn-growth-in-genome-engineering-market--17-000-technavio-research-reports-301432357.html
[1] https://www.nwdiamondnotes.com/sales-acceleration-software-market-87307/
[1] https://topprnews.com/military-robots-market-size-growth-drivers-forecast-report-2030-by-the-business-research-company/
[1] https://twitter.com/i/web/status/1465536001124691969
[1] https://twitter.com/i/web/status/1465536449919406080

Top Domains
Top Domains in Tweet in Entire Graph:
[1113] twitter.com
[181] marketwatch.com
[167] asdreports.com
[67] linkedin.com
[64] tifia.com
[52] ac.uk
[46] wordpress.com
[44] google.com
[43] einnews.com
[39] globenewswire.com

Top Domains in Tweet in G1:
[496] twitter.com
[179] marketwatch.com
[167] asdreports.com
[64] tifia.com
[44] linkedin.com
[40] einnews.com
[39] dukascopy.com
[31] researchandmarkets.com
[29] articletrunk.com
[28] informazione.it

Top Domains in Tweet in G4:
[39] ac.uk
[5] twitter.com
[2] nber.org
[2] youtube.com
[1] interfolio.com
[1] kansascityfed.org
[1] mit.edu
[1] gregcaskey.com
[1] newyorkfed.org
[1] uchicago.edu

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

Top Domains in Tweet in G7:
[28] twitter.com
[4] arcane.no
[1] superpay.me
[1] cointelegraph.com
[1] razor.network

Top Domains in Tweet in G8:
[2] wiley-vch.de
[2] t.co

Top Domains in Tweet in G9:
[16] twitter.com
[7] thebusinessresearchcompany.com
[4] topprnews.com
[1] globenewswire.com
[1] prnewswire.com
[1] nwdiamondnotes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[134] marketresearch
[133] market
[103] research
[84] nft
[81] atatürk
[81] chemistryentrepreneurship
[70] researchreport
[69] econtwitter
[50] business
[50] retweeet



Top Hashtags in Tweet in G1:
[80] marketresearch
[63] researchreport
[61] market
[49] research
[49] asdreports
[41] forex
[40] fx
[30] biotechnology
[30] lifescience
[29] medicaldevices

Top Hashtags in Tweet in G4:
[79] atatürk
[30] econtwitter
[11] econjobmarket
[7] crimelab
[7] educationlab
[4] economics
[2] economicbulletin
[2] labormarket
[2] unemployment
[1] jobs

Top Hashtags in Tweet in G7:
[25] bullish
[14] bitcoin
[5] banksocial
[2] defi
[1] discovernextgem
[1] superbid
[1] dyor

Top Hashtags in Tweet in G8:
[81] chemistryentrepreneurship

Top Hashtags in Tweet in G9:
[76] nft
[7] marketresearch
[7] marketanalysis
[7] market
[7] digitalmarketing
[7] business
[7] research
[7] tbrc
[4] infographics
[2] marketing

Top Words
Top Words in Tweet in Entire Graph:
[5904] market
[5006] research
[794] more
[730] report
[645] 2021
[601] global
[573] best
[521] getting
[520] done
[518] housing

Top Words in Tweet in G1:
[2068] market
[1431] research
[410] report
[398] global
[395] 2021
[225] more
[211] size
[203] forecast
[193] analysis
[152] industry

Top Words in Tweet in G2:
[474] nah
[474] upset
[474] research
[474] showed
[474] young
[474] person
[474] best
[474] chance
[474] getting
[474] onto

Top Words in Tweet in G3:
[283] nigeria
[283] people
[282] we've
[282] done
[282] around
[282] 10
[282] different
[282] market
[282] research
[282] surveys

Top Words in Tweet in G4:
[158] market
[156] job
[121] paper
[83] share
[81] role
[79] lydia_assouad
[79] very
[79] happy
[79] charismatic
[79] leaders

Top Words in Tweet in G5:
[155] market
[155] research
[154] tradestrey
[154] done
[153] find
[153] interesting
[153] more
[153] microstructure
[153] being
[153] reddit

Top Words in Tweet in G6:
[101] hey
[101] guys
[101] market
[101] research
[101] reports
[101] online
[101] businesses
[101] shoot
[101] dm
[101] interested

Top Words in Tweet in G7:
[78] market
[27] research
[25] #bullish
[25] follows
[25] updates
[25] next
[25] gem
[23] cap
[21] ready
[21] hololoot

Top Words in Tweet in G8:
[84] step
[82] book
[81] thinking
[81] commercializing
[81] research
[81] #chemistryentrepreneurship
[80] javiergarciamar
[78] st
[3] guide
[3] take

Top Words in Tweet in G9:
[110] market
[80] research
[77] competition
[77] pitches
[77] hype
[77] promo
[77] press
[77] utility
[77] technical
[76] #nft

Top Words in Tweet in G10:
[59] solid
[59] crypto
[59] projects
[59] low
[59] market
[59] cap
[59] less
[59] bn
[59] potential
[59] 100x

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2057] market,research
[477] research,showed
[474] nah,upset
[474] upset,research
[474] showed,young
[474] young,person
[474] person,best
[474] best,chance
[474] chance,getting
[474] getting,onto

Top Word Pairs in Tweet in G1:
[662] market,research
[227] research,report
[159] market,size
[81] report,2021
[76] market,2021
[64] see,more
[64] more,tifia
[64] tifia,website
[64] website,co
[62] size,share

Top Word Pairs in Tweet in G2:
[474] nah,upset
[474] upset,research
[474] research,showed
[474] showed,young
[474] young,person
[474] person,best
[474] best,chance
[474] chance,getting
[474] getting,onto
[474] onto,housing

Top Word Pairs in Tweet in G3:
[282] we've,done
[282] done,around
[282] around,10
[282] 10,different
[282] different,market
[282] market,research
[282] research,surveys
[282] surveys,nigeria
[282] nigeria,over
[282] over,past

Top Word Pairs in Tweet in G4:
[144] job,market
[119] market,paper
[79] very,happy
[79] happy,share
[79] share,job
[79] paper,charismatic
[79] charismatic,leaders
[79] leaders,nation
[79] nation,building
[79] building,role

Top Word Pairs in Tweet in G5:
[153] find,interesting
[153] interesting,more
[153] more,market
[153] market,microstructure
[153] microstructure,research
[153] research,being
[153] being,done
[153] done,reddit
[153] reddit,put
[153] put,book

Top Word Pairs in Tweet in G6:
[101] hey,guys
[101] guys,market
[101] market,research
[101] research,reports
[101] reports,online
[101] online,businesses
[101] businesses,shoot
[101] shoot,dm
[101] dm,interested
[101] interested,pls

Top Word Pairs in Tweet in G7:
[25] #bullish,market
[25] market,follows
[25] follows,updates
[25] updates,next
[23] next,gem
[23] market,cap
[21] gem,ready
[15] ready,parabolic
[11] nft,market
[11] market,becoming

Top Word Pairs in Tweet in G8:
[81] thinking,commercializing
[81] commercializing,research
[81] research,book
[81] book,#chemistryentrepreneurship
[81] #chemistryentrepreneurship,step
[80] javiergarciamar,thinking
[78] step,st
[3] step,step
[3] step,guide
[3] guide,take

Top Word Pairs in Tweet in G9:
[78] market,research
[77] research,competition
[77] competition,pitches
[77] pitches,hype
[77] hype,promo
[77] promo,press
[77] press,utility
[77] utility,technical
[75] commandercrypt0,market
[75] technical,stuff

Top Word Pairs in Tweet in G10:
[59] solid,crypto
[59] crypto,projects
[59] projects,low
[59] low,market
[59] market,cap
[59] cap,less
[59] less,bn
[59] bn,potential
[59] potential,100x
[59] 100x,appreciation

Top Replied-To
Top Replied-To in Entire Graph:
@hfi_research
@davidgokhshtein
@cointelegraph
@cnbc
@atcwa_perth
@coindesk
@watcherguru
@oriondepp
@ronnisalt
@altcryptogems

Top Replied-To in G1:
@blockchainchair

Top Replied-To in G5:
@preach_dont
@gloriarasr

Top Replied-To in G7:
@davidgokhshtein
@cointelegraph
@cnbc
@watcherguru
@coindesk
@altcryptogems
@whale_alert
@bitcoinmagazine
@whaleinsider
@m_t_b84

Top Mentioned
Top Mentioned in Entire Graph:
@feliciaayensua
@cchukudebelu
@tradestrey
@anentirethato
@lydia_assouad
@javiergarciamar
@commandercrypt0
@therealcoach_jb
@jdcmedlock
@conste11ation

Top Mentioned in G1:
@gfaccord
@shape_y_future
@stigmabase
@essay_writer47
@sophia46186257
@munaalmulla
@nicksn_research
@chicagoessays
@ensuregrowth
@zeroplagiarism

Top Mentioned in G2:
@feliciaayensua

Top Mentioned in G3:
@cchukudebelu

Top Mentioned in G4:
@lydia_assouad
@lseecon
@nberpubs
@trevondlogan
@aaronchalfin
@gwcask
@andres_bafer
@harrispolicy
@uchiurbanlabs

Top Mentioned in G5:
@tradestrey
@slickgreek

Top Mentioned in G6:
@anentirethato

Top Mentioned in G7:
@cointelegraph
@hololoot
@arcaneresearch
@cnbcfastmoney
@nayibbukele
@aoyon_a
@cnbc
@1fred_b
@cheemsinu
@altcryptogems

Top Mentioned in G8:
@javiergarciamar
@iupac
@rsequimica

Top Mentioned in G9:
@commandercrypt0
@ltbrc
@arnaudlacroix12

Top Mentioned in G10:
@conste11ation
@sirjeff_d
@cotinetwork
@ultra_io
@vectorspace_ai
@lcx
@latticeexchange
@netvrk1

Top Tweeters
Top Tweeters in Entire Graph:
@cryptotraderpro
@cybersec_feeds
@robinsnewswire
@chidambara09
@marketbeatcom
@tradermarcocost
@edinburghwatch
@pairsonnalitesu
@falconhamada_90
@gambiste1

Top Tweeters in G1:
@robinsnewswire
@pairsonnalitesu
@diplomix
@andyvermaut
@politicalhedge
@collegaegezocht
@blackcentaurfx
@fainformazione
@mortgage_shop
@justiceoutcry

Top Tweeters in G2:
@riarozayyy
@zoeldn
@az_capone1
@girlhusker84
@naana_beena
@bossbarb
@tbher_
@_sxnya
@mickieelouise
@quame_age

Top Tweeters in G3:
@waweru
@lulu_graezinski
@iam_ogd
@siralfredson
@oluwej
@clarenceonyeks
@lettylakesyde
@drtsquare
@ubertoks
@babaj1de

Top Tweeters in G4:
@0kanaltiparmak
@cengizuzun15
@rdsalva
@eaterofsun
@econotw
@kas_nwuke
@onestarinsight
@_pardalote_
@carminaovargas
@paulgp

Top Tweeters in G5:
@pdp00000001
@katy_patriot
@ishancarter
@giovyog
@sunshineloc
@cheeto_shane
@mike_echevarria
@nogreenrocks
@cynicalmsm
@kalebhawkes1

Top Tweeters in G6:
@biker626
@lesegohlum_
@chrisgthegoat_
@bile_tweetz
@bantumarine
@setundlaleni
@mr_mcfresh
@mmakgosidarling
@yolayolz_
@thuto_xclsv

Top Tweeters in G7:
@tradermarcocost
@cnbc
@cnbci
@johncarlos
@coindesk
@nayibbukele
@davidgokhshtein
@cointelegraph
@whale_alert
@cnbcfastmoney

Top Tweeters in G8:
@blackphysicists
@gomobel
@aruberutou
@nicksnames
@morontafelix
@kutandb
@angew_chem
@vigabalme
@m_imranjarral
@bhatiarohit10

Top Tweeters in G9:
@razmanrahim
@prosper_kenn
@rnyjmsss
@gosquad22
@vikram_bot
@pixelssignature
@scottfoomusic
@netgenius
@raecreateart
@tji_twtt_

Top Tweeters in G10:
@mwamba255
@emanuel__daniel
@ashuj1987
@amoslameck63
@cryptomadness10
@screamhbomb
@fabrizioromanjr
@fredbundala
@agiprophet
@ton_57


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