market research, Twitter, 12/16/2022 1:22:31 PM, 286409


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market research_2022-12-16_05-00-47.xlsx
market research_2022-12-16_05-00-47.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 16, 2022
Short Description:
market research via NodeXL https://bit.ly/3BBgtDx
@elonmusk
@sam23118083
@kirubaakaran
@powder_rider
@sergio87200178
@hebertmelvina
@kokerbilge
@proudte85763170
@martinviecha
@o8utnbybl9hxuca

Top hashtags:
#marketresearch
#market
#research
#business
#global
#news

Description:
Description
The graph represents a network of 7,814 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 December 2022 at 13:15 UTC.

The requested start date was Friday, 16 December 2022 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 3-day, 8-hour, 38-minute period from Monday, 12 December 2022 at 16:21 UTC to Friday, 16 December 2022 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 : 7814
Unique Edges : 5185
Edges With Duplicates : 6931
Total Edges : 12116
Number of Edge Types : 5
Tweet : 3823
Replies to : 1165
Mentions : 1913
Retweet : 2290
MentionsInRetweet : 2925
Self-Loops : 3939
Reciprocated Vertex Pair Ratio : 0.0130466740169055
Reciprocated Edge Ratio : 0.0257573009250862
Connected Components : 3161
Single-Vertex Connected Components : 1839
Maximum Vertices in a Connected Component : 307
Maximum Edges in a Connected Component : 434
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.629516
Graph Density : 9.03018736107262E-05
Modularity : 0.538163
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,814 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 December 2022 at 13:15 UTC.

The requested start date was Friday, 16 December 2022 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 3-day, 8-hour, 38-minute period from Monday, 12 December 2022 at 16:21 UTC to Friday, 16 December 2022 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:
[37] https://focusgroups.org/
[26] https://techcrunch.com/2022/12/13/zappi-raises-170m-for-its-ai-based-market-research-platform/
[24] https://ark-invest.com/register-page/?utm_content=231526665&utm_medium=social&utm_source=twitter&hss_channel=tw-2398137084
[22] https://trib.al/ECHNYSM
[15] https://orfonline.org/research/devising-an-emerging-market-perspective-for-competition-regulation-in-the-digital-age
[14] https://venturebeat.com/ai/how-ai-powered-market-research-helps-predict-success-of-future-products-and-advertising/
[12] https://twitter.com/WifeyAlpha/status/1507048129882996745?s=20&t=k9TBVRwiWiPPFCFD6Dms-g
[12] https://twitter.com/WifeyAlpha/status/1528351009482977280?s=20&t=qhDa0_Bxhzhk3A8XdcDs3A
[11] https://twitter.com/WifeyAlpha/status/1528496483883941893?s=20&t=k9TBVRwiWiPPFCFD6Dms-g
[11] https://www.researchandmarkets.com/

Top URLs in Tweet in G1:
[21] https://techcrunch.com/2022/12/13/zappi-raises-170m-for-its-ai-based-market-research-platform/
[11] https://www.researchandmarkets.com/
[10] https://www.realtor.com:443/
[10] https://venturebeat.com/ai/how-ai-powered-market-research-helps-predict-success-of-future-products-and-advertising/
[8] https://www.realtor.com/research/2023-national-housing-forecast/
[5] https://cryptoslate.com/bitcoin-realized-cap-vs-market-cap-reveals-shift-in-safety-flight-dynamics/
[5] https://cryptogator.co/2022/12/12/research-bitcoin-realized-cap-vs-market-cap-reveals-shift-in-safety-flight-dynamics/
[5] https://rssfeeds.cloudsite.builders/2022/12/13/italy-nft-market-intelligence-report-2022-market-to-reach-333-million-by-2028-italian-luxury-fashion-houses-are-earning-substantial-revenues-from-the-sale-of-their-nfts-research/
[5] https://www.props.cash/
[4] https://techcrunch.com/2022/12/13/zappi-raises-170m-for-its-ai-based-market-research-platform/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1603037417703104515
[1] https://twitter.com/i/web/status/1602695193513570305

Top URLs in Tweet in G3:
[2] https://companiesmarketcap.com/automakers/largest-automakers-by-market-cap/
[1] https://twitter.com/i/web/status/1603401661149487105
[1] https://twitter.com/i/web/status/1603403960110534657
[1] https://twitter.com/i/web/status/1602827689823535104
[1] https://publichealth.jhu.edu/2022/origins-of-sars-cov-2
[1] https://twitter.com/i/web/status/1603317602792923136
[1] https://twitter.com/i/web/status/1603238654524227584
[1] https://twitter.com/i/web/status/1603197313471635457
[1] https://twitter.com/i/web/status/1603168525111042049
[1] https://twitter.com/i/web/status/1603168128191848448

Top URLs in Tweet in G4:
[9] https://www.cbinsights.com/research/market-trend-report-industrial-internet-of-things-cybersecurity-advanced-manufacturers/
[3] https://www.zionmarketresearch.com/report/nuts-seeds-market
[3] https://www.zionmarketresearch.com/report/on-the-go-breakfast-market
[3] https://www.linkedin.com/pulse/digital-health-market-size-segments-growth-trends-global-lavate/
[3] https://www.marketstudyreport.com/reports/global-iot-chip-market-research-report-2022-forecast-upto-2028
[2] https://neurons.ai/blog/news-stories/deep-learning-courses-for-nlp-market-analysis-2023-share-top-key-players-research/
[2] https://www.cbinsights.com/research/alcohol-tobacco-gambling-sex-tech-market-map/?utm_campaign=throwback-thursday-social&utm_content=229206079&utm_medium=social&utm_source=twitter&hss_channel=tw-110171914
[2] https://www.cbinsights.com/research/unicorn-startup-market-map/?utm_campaign=marketing_unicorns-list_2022-02&utm_content=231161960&utm_medium=social&utm_source=twitter&hss_channel=tw-110171914
[2] https://t.me/web3hiring
[2] https://twitter.com/GradedSpa/status/1603118160042942465

Top URLs in Tweet in G5:
[1] https://capitalmarkets.net/research/us-market-outlook-2023/
[1] https://capitalmarkets.net/research/ride-out-recession-with-european-equity-income/
[1] https://twitter.com/i/web/status/1603344955430162433
[1] https://twitter.com/i/web/status/1603031570201337857
[1] https://twitter.com/i/web/status/1603028705114103808
[1] https://twitter.com/i/web/status/1603030894566027265
[1] https://twitter.com/i/web/status/1603031021934772224
[1] https://twitter.com/i/web/status/1603031087596199936
[1] https://twitter.com/i/web/status/1603031267108605953
[1] https://twitter.com/i/web/status/1603183948158611456

Top URLs in Tweet in G6:
[1] https://jiji.ng/

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1603520954688278530
[1] https://twitter.com/i/web/status/1603209493390643200
[1] https://twitter.com/i/web/status/1602378533527064576

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1603454111378247680
[1] https://research.binance.com/en/projects/balancer
[1] https://research.binance.com/en/projects/wing
[1] https://twitter.com/i/web/status/1603398746502725632
[1] https://twitter.com/i/web/status/1603336868690628615
[1] https://research.binance.com/en/analysis/layer-2-scaling?ref=AZTKZ9XS&utm_source=BinanceTwitter&utm_medium=GlobalSocial&utm_campaign=GlobalSocial
[1] https://twitter.com/i/web/status/1603330037473755136
[1] https://twitter.com/i/web/status/1603293044098449408
[1] https://twitter.com/i/web/status/1603319800305881089
[1] https://twitter.com/i/web/status/1603311273290084352

Top URLs in Tweet in G9:
[12] https://twitter.com/WifeyAlpha/status/1507048129882996745?s=20&t=k9TBVRwiWiPPFCFD6Dms-g
[12] https://twitter.com/WifeyAlpha/status/1528351009482977280?s=20&t=qhDa0_Bxhzhk3A8XdcDs3A
[11] https://twitter.com/WifeyAlpha/status/1528496483883941893?s=20&t=k9TBVRwiWiPPFCFD6Dms-g
[1] https://twitter.com/i/web/status/1528727115864199170
[1] https://twitter.com/i/web/status/1602685267483172870
[1] https://twitter.com/i/web/status/1603409106534105089
[1] https://twitter.com/i/web/status/1603536412443303937
[1] https://twitter.com/i/web/status/1603504330304167936
[1] https://app.hedgeye.com/insights/126114-deep-dive-william-white-1-on-1-with-danielle-dimartino-booth?type=guest-interviews%2Cmarket-insights
[1] https://twitter.com/i/web/status/1603268960308596736

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1602551455256305665
[1] https://twitter.com/i/web/status/1602567134357454850

Top Domains
Top Domains in Tweet in Entire Graph:
[2231] twitter.com
[115] asdreports.com
[112] globenewswire.com
[82] twitlonger.com
[79] marketwatch.com
[76] google.com
[67] linkedin.com
[55] zionmarketresearch.com
[45] einnews.com
[41] marketresearchfuture.com

Top Domains in Tweet in G1:
[1111] twitter.com
[101] asdreports.com
[91] globenewswire.com
[82] twitlonger.com
[73] marketwatch.com
[67] google.com
[51] linkedin.com
[44] einnews.com
[37] zacks.com
[28] techcrunch.com

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

Top Domains in Tweet in G3:
[39] twitter.com
[2] companiesmarketcap.com
[1] jhu.edu
[1] similarweb.com

Top Domains in Tweet in G4:
[55] zionmarketresearch.com
[20] twitter.com
[16] cbinsights.com
[12] linkedin.com
[8] marketstudyreport.com
[6] nelson-hall.com
[3] prnewswire.com
[2] neurons.ai
[2] t.me
[2] industryarc.com

Top Domains in Tweet in G5:
[57] twitter.com
[2] capitalmarkets.net
[2] wsj.com
[1] washingtonpost.com

Top Domains in Tweet in G6:
[1] jiji.ng

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

Top Domains in Tweet in G8:
[40] twitter.com
[3] binance.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[159] marketresearch
[116] market
[103] research
[95] business
[65] global
[61] news
[60] 反差婊
[59] 文爱
[58] crypto
[58] asdreports



Top Hashtags in Tweet in G1:
[104] marketresearch
[60] 反差婊
[59] 文爱
[58] asdreports
[52] 母狗
[52] 黑丝
[51] 调教
[50] 自慰
[44] 福利姬
[42] 萝莉

Top Hashtags in Tweet in G4:
[56] global
[55] market
[41] news
[37] business
[35] research
[34] size
[11] energy
[11] science
[9] cuttingedge
[9] company

Top Hashtags in Tweet in G5:
[2] investing
[2] assetmanagement
[2] sec
[1] equities
[1] bonds
[1] outlook
[1] us
[1] volatility
[1] investors
[1] europe

Top Hashtags in Tweet in G8:
[21] mexcglobal
[21] primal
[14] defi
[5] wombexfinance
[5] hodl
[4] wombex
[3] bsc
[2] gamefi
[1] nft
[1] buy

Top Words
Top Words in Tweet in Entire Graph:
[6066] market
[5042] research
[927] report
[639] 2022
[553] more
[545] global
[440] size
[412] forecast
[375] 2030
[365] years

Top Words in Tweet in G1:
[2961] market
[2214] research
[605] report
[497] 2022
[422] global
[331] size
[312] forecast
[277] 2030
[276] trends
[265] analysis

Top Words in Tweet in G2:
[199] methods
[199] systematic
[199] happens
[199] research
[199] number
[199] investment
[198] sip
[197] over
[197] years
[197] couple

Top Words in Tweet in G3:
[64] research
[53] elonmusk
[47] market
[20] gain
[20] function
[16] fauci
[15] wuhan
[14] bat
[13] lab
[12] wet

Top Words in Tweet in G4:
[125] market
[70] 2028
[66] report
[56] #global
[55] #market
[49] size
[41] #news
[39] global
[37] #business
[35] #research

Top Words in Tweet in G5:
[56] market
[43] stock
[42] fluctuated
[42] sharply
[41] really
[39] exciting
[35] trend
[26] taiwan
[23] stocks
[22] squawkcnbc

Top Words in Tweet in G6:
[79] help
[79] february
[79] 120k
[79] goes
[79] uncle
[79] decided
[79] tuxedo
[79] married
[79] getting
[79] suit

Top Words in Tweet in G7:
[7] market
[4] research
[3] economy
[3] jordanbpeterson
[3] free
[2] johnnyvento2
[2] right
[2] cernovich
[2] vietnam
[2] edavidan

Top Words in Tweet in G8:
[45] market
[27] token
[25] research
[21] #primal
[21] #mexcglobal
[21] recently
[21] ve
[21] listed
[21] onto
[21] fan

Top Words in Tweet in G9:
[47] research
[42] wifeyalpha
[24] market
[16] bear
[14] wifey
[14] rally
[13] bank
[12] free
[12] white
[12] pinned

Top Words in Tweet in G10:
[68] market
[67] bear
[52] research
[51] people
[50] jobs
[50] high
[50] still
[50] expo
[50] wonder
[50] paying

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2085] market,research
[448] research,report
[336] market,size
[238] report,2022
[232] bear,market
[202] research,systematic
[200] over,last
[199] methods,happens
[199] number,research
[199] systematic,investment

Top Word Pairs in Tweet in G1:
[1120] market,research
[360] research,report
[242] market,size
[230] report,2022
[117] research,market
[88] 2022,2028
[83] market,report
[83] read,more
[83] global,forecast
[78] global,market

Top Word Pairs in Tweet in G2:
[199] systematic,investment
[199] number,research
[199] methods,happens
[199] research,systematic
[199] investment,methods
[198] happens,sip
[197] over,last
[197] couple,years
[197] years,number
[197] last,couple

Top Word Pairs in Tweet in G3:
[20] gain,function
[17] function,research
[12] wet,market
[10] funded,gain
[9] fauci,funded
[9] bat,coronaviruses
[9] market,research
[7] research,created
[7] more,virulent
[7] wuhan,lab

Top Word Pairs in Tweet in G4:
[43] market,size
[36] #news,#business
[33] #business,#size
[31] #market,#news
[30] #size,#research
[30] #global,#market
[29] #research,zion_research
[20] million,2028
[20] free,pdf
[16] grow,usd

Top Word Pairs in Tweet in G5:
[43] stock,market
[42] fluctuated,sharply
[42] market,fluctuated
[40] sharply,really
[39] really,exciting
[35] exciting,trend
[26] trend,taiwan
[21] taiwan,stocks
[15] stocks,still
[13] wsj,stock

Top Word Pairs in Tweet in G6:
[79] tuxedo,suit
[79] market,decided
[79] married,february
[79] goes,120k
[79] suit,goes
[79] 120k,market
[79] getting,married
[79] decided,help
[79] uncle,getting
[79] february,tuxedo

Top Word Pairs in Tweet in G7:
[2] free,market
[2] market,economy

Top Word Pairs in Tweet in G8:
[21] #mexcglobal,recently
[21] recently,listed
[21] #primal,onto
[21] onto,spot
[21] fan,token
[21] listed,fan
[21] market,ve
[21] ve,done
[21] spot,market
[21] token,#primal

Top Word Pairs in Tweet in G9:
[14] market,rally
[14] bear,market
[14] wifeyalpha,research
[13] rally,research
[12] pig,meme
[12] research,bear
[12] research,pig
[12] wifey,research
[11] wifeyalpha,wifey
[10] trades,books

Top Word Pairs in Tweet in G10:
[67] bear,market
[50] still,landing
[50] expo,recent
[50] people,still
[50] paying,jobs
[50] wonder,people
[50] market,expo
[50] recent,research
[50] jobs,bear
[50] landing,high

Top Replied-To
Top Replied-To in Entire Graph:
@themarketherald
@squawkcnbc
@wsj
@hotcopper
@elonmusk
@wifeyalpha
@monsterscoins
@bruno_nwogu
@digifinex
@business

Top Replied-To in G1:
@cwae_aaea
@curatiallc

Top Replied-To in G3:
@elonmusk
@krassenstein
@vabvox
@evasteslasplaid
@jwbrownie
@garyblack00
@wallstreetsilv
@ericsorensen
@andrewlawton
@monicacrowley

Top Replied-To in G5:
@squawkcnbc
@wsj
@business
@jansant
@mrmoonbags
@bloomberguk
@wauwda
@workingdeadnft
@aleinversor
@kamtraders

Top Replied-To in G7:
@cernovich
@johnnyvento2
@edavidan
@jgajek
@bjchippindale
@thedometb

Top Replied-To in G8:
@monsterscoins
@digifinex
@cryptoemdarks
@101whaale
@bscgemsalert
@cetoex
@litocoen
@bscwhalegems
@altcoinworldcom
@truegemhunter

Top Replied-To in G9:
@wifeyalpha
@mablum
@russell90049271
@momangtrades
@ninja_kil
@leanrightt
@krating_deng
@trader1sz
@dimartinobooth

Top Mentioned
Top Mentioned in Entire Graph:
@kirubaakaran
@moyosoreolu_wa
@ecomchasedimond
@watashimax1
@elonmusk
@joeconceptss
@wifeyalpha
@inu_boba
@hebertmelvina
@swaapfinance

Top Mentioned in G1:
@bearded_email
@georgementz
@technavio
@gfradelos
@salestweaker
@haaohaoo
@steetweets
@2fac31979

Top Mentioned in G2:
@kirubaakaran

Top Mentioned in G3:
@elonmusk
@mattwallace888
@tesla
@edkrassen
@johnny_anchors
@nselkie
@manojkumthekar
@wholemarsblog
@nytimes
@mpuhalovich

Top Mentioned in G4:
@hebertmelvina
@zion_research
@iotguide
@gradedspa
@cbinsights
@qualcomm
@samsung
@bayer
@nvidia
@nhinsight

Top Mentioned in G5:
@sbf_ftx
@andrewrsorkin
@elonmusk
@twitter
@joesquawk
@dm_rubenstein
@wsj
@furmancenternyu
@goldmansachs
@beckyquick

Top Mentioned in G6:
@moyosoreolu_wa

Top Mentioned in G7:
@jordanbpeterson
@cernovich
@bjornlomborg
@shellenbergermd
@dwallacewells
@cliffmass
@alexepstein
@yongoicoechea
@benshapiro
@denniskoutoudis

Top Mentioned in G8:
@wombexfinance
@binance
@binanceresearch
@wombatexchange
@gamefiguild
@altcoingordon
@bitcoinmagazine

Top Mentioned in G9:
@wifeyalpha
@hedgeye
@scottmulder9
@dimartinobooth
@realalphawifey
@sandeepparekh
@kmthegr8
@keithmccullough
@mablum
@hedgeyerjm

Top Mentioned in G10:
@joeconceptss
@only1temmy

Top Tweeters
Top Tweeters in Entire Graph:
@asahibeer_jp
@sectest9
@chidambara09
@gambiste1
@robinsnewswire
@stigmabaseo
@stigmabaseu
@crweworld
@cybersecurityn8
@mortgage_shop

Top Tweeters in G1:
@robinsnewswire
@stigmabaseo
@stigmabaseu
@crweworld
@mortgage_shop
@engineersday
@kuramato904
@newsfilterio
@blackcentaurfx
@fainformazione

Top Tweeters in G2:
@dnyanesh115
@theycallhim_og
@bongmusings
@kalyanaramansi1
@ramakrishnacs
@jamozhi
@mohanviswanadh1
@ga01r7654
@rameshyakkali
@kirubaakaran

Top Tweeters in G3:
@markplackett1
@nytimes
@vabvox
@davidmweissman
@spiroagnewghost
@wholemarsblog
@larryboorstein
@earcos
@mazzocchinjrme1
@johnpavlovitz

Top Tweeters in G4:
@sectest9
@chidambara09
@cybersecurityn8
@ricardo_ik_ahau
@franksowa1
@mvollmer1
@lgus
@neurons_ai
@cat532653
@humanresource_x

Top Tweeters in G5:
@delta
@business
@cnbc
@msmariat
@wsj
@nbcnews
@ft
@jansant
@opinion
@winimwil

Top Tweeters in G6:
@bigmallyy
@rexxmosez
@fineboytunde_
@olami133
@swagger_jeffrey
@starboy_ali1
@sosaoftogo
@_oluwaseun9
@obarthc
@bigthelmz

Top Tweeters in G7:
@brandilynn4ever
@cernovich
@benshapiro
@dawntj90
@idclrworldpeace
@thedisproof
@ejwwest
@25_cycle
@mhehedzherting
@keillerdon

Top Tweeters in G8:
@juanfraescudero
@altcoingordon
@nikolabench
@cryptoa40672341
@bitcoinmagazine
@binance
@monkryptos
@cryptogemscom
@litocoen
@mrlegendcrypto

Top Tweeters in G9:
@yeah_tyler
@keithmccullough
@dimartinobooth
@trader1sz
@hedgeye
@hypocrilib
@eliant_capital
@wifeyalpha
@rizwansheikh83
@hpalemro777

Top Tweeters in G10:
@yoitspboy
@chidinmaobasi9
@iambiggestmayor
@cryptocpriest
@harrysmithbria
@tekevwe0
@shifterofweb3
@gov_stanley
@only1temmy
@nonfungiblehum3


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