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market research_2022-12-02_05-00-47.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2022
Short Description:
market research via NodeXL https://bit.ly/3gUNcwo
@kyle_chasse
@elonmusk
@hr4peopleinpain
@asiye12491406
@gambiste1
@overdose_ai
@apple
@mohitsharmadl
@martinhenam
@cryptorebel_off

Top hashtags:
#marketresearch
#research
#market
#crypto
#ushi
#business
#asdreports

Description:
Description
The graph represents a network of 7,442 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, 02 December 2022 at 13:13 UTC.

The requested start date was Friday, 02 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, 24-minute period from Monday, 28 November 2022 at 16:34 UTC to Friday, 02 December 2022 at 00:58 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 : 7442
Unique Edges : 4445
Edges With Duplicates : 7923
Total Edges : 12368
Number of Edge Types : 5
Retweet : 2795
MentionsInRetweet : 3473
Tweet : 3641
Replies to : 872
Mentions : 1587
Self-Loops : 3732
Reciprocated Vertex Pair Ratio : 0.0182767624020888
Reciprocated Edge Ratio : 0.0358974358974359
Connected Components : 2826
Single-Vertex Connected Components : 1574
Maximum Vertices in a Connected Component : 409
Maximum Edges in a Connected Component : 817
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.599032
Graph Density : 9.85988097859572E-05
Modularity : 0.51224
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,442 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, 02 December 2022 at 13:13 UTC.

The requested start date was Friday, 02 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, 24-minute period from Monday, 28 November 2022 at 16:34 UTC to Friday, 02 December 2022 at 00:58 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:
[46] https://focusgroups.org/
[25] https://romanornr.ghost.io/market-research-dec-01-2022/
[21] https://orfonline.org/research/devising-an-emerging-market-perspective-for-competition-regulation-in-the-digital-age
[16] https://www.icicidirect.com/research/equity?utm_source=telegram&utm_medium=social&utm_campaign=market-closing-news&utm_term=sm_&utm_content=23rd-march-research-report
[13] https://chimerakingdom.io/
[11] https://www.counterpointresearch.com/india-becomes-biggest-smartwatch-market-q3-2022/
[9] https://www.globenewswire.com/news-release/2022/11/29/2563720/0/en/cyber-security-in-bfsi-market-to-reach-214-5-billion-globally-by-2031-at-18-6-cagr-allied-market-research.html
[9] https://wublock.substack.com/p/research-competition-in-the-nft-market
[8] https://www.cnbc.com/2022/11/28/10-dividend-aristocrats-to-buy-now-from-wolfe-research.html?utm_term=Autofeed&utm_medium=Social&utm_content=Main&utm_source=Twitter#Echobox=1669654799
[7] https://otalk.co.uk/2022/11/22/otalk-29th-november-2022-using-market-research-to-plan-for-success-hosted-by-salaldersonot/

Top URLs in Tweet in G1:
[5] https://www.struttandparker.com/knowledge-and-research/housing-market-set-for-a-price-correction-in-2023-following-14-consecutive-quarters-of-growth
[5] https://finance.yahoo.com/news/artificial-intelligence-ai-market-size-024300094.html
[4] https://www.counterpointresearch.com/india-becomes-biggest-smartwatch-market-q3-2022/
[4] https://www.mortgagenewsdaily.com/opinion/pipelinepress-11302022?utm_source=dlvr.it&utm_medium=twitter
[4] http://localgeniusmarketing.com/marketresearch
[3] http://FirstCapital1.com
[3] https://www.globenewswire.com/news-release/2022/11/29/2563720/0/en/Cyber-Security-in-BFSI-Market-to-Reach-214-5-Billion-Globally-by-2031-at-18-6-CAGR-Allied-Market-Research.html
[3] https://www.researchandmarkets.com/
[3] https://www.newswire.co.kr/newsRead.php?no=956812
[3] https://www.realtor.com:443/

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1598222444216856576

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1598461598917865472
[1] https://twitter.com/i/web/status/1598439759025786914
[1] https://www.globenewswire.com/en/news-release/2018/01/03/1281332/0/en/Europe-Inland-Waterways-Vessel-Market-worth-115bn-by-2024-Global-Market-Insights-Inc.html
[1] https://twitter.com/i/web/status/1597923863005786112
[1] https://twitter.com/i/web/status/1597924061765828608
[1] https://twitter.com/i/web/status/1598263869520384000
[1] https://twitter.com/i/web/status/1598264542525784064
[1] https://twitter.com/i/web/status/1598264589111635968
[1] https://twitter.com/i/web/status/1598264742333644800
[1] https://twitter.com/i/web/status/1598264846159474688

Top URLs in Tweet in G5:
[13] https://chimerakingdom.io/
[1] https://twitter.com/i/web/status/1598342902475853824
[1] https://twitter.com/i/web/status/1597294154706718722
[1] https://twitter.com/i/web/status/1598284161244344320
[1] https://twitter.com/i/web/status/1597593540439465984
[1] https://ushi.pro/
[1] https://twitter.com/i/web/status/1598320769133875203
[1] https://twitter.com/i/web/status/1598115756310683648
[1] https://twitter.com/i/web/status/1597761757124362240
[1] https://twitter.com/i/web/status/1598019505011453952

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1597411727179919360

Top URLs in Tweet in G9:
[46] https://focusgroups.org/
[1] https://twitter.com/i/web/status/1598434051945566208
[1] https://twitter.com/i/web/status/1597768579164041220
[1] https://twitter.com/i/web/status/1597768361701965825
[1] https://twitter.com/i/web/status/1597768394421727232
[1] https://twitter.com/i/web/status/1597768411307966464
[1] https://twitter.com/i/web/status/1597768429993611264
[1] https://twitter.com/i/web/status/1597768461094379520
[1] https://twitter.com/i/web/status/1597768486620925953
[1] https://twitter.com/i/web/status/1597768523501424640

Top URLs in Tweet in G10:
[3] https://www.overlookedalpha.com/p/research-notes-sh-cos-revisited
[2] https://www.overlookedalpha.com/p/research-notes-ark-innovation-finding
[2] https://www.overlookedalpha.com/p/research-notes-six-months-in-part-b89
[1] https://twitter.com/i/web/status/1598292221039706116
[1] https://www.agioprotocol.co
[1] https://www.overlookedalpha.com/p/research-notes-whos-winning
[1] https://www.overlookedalpha.com/p/research-notes-buying-risk
[1] https://twitter.com/i/web/status/1565213972499902464
[1] https://twitter.com/i/web/status/1597945973426491392

Top Domains
Top Domains in Tweet in Entire Graph:
[1625] twitter.com
[214] twitlonger.com
[142] globenewswire.com
[139] asdreports.com
[95] marketwatch.com
[85] marketresearchfuture.com
[76] einnews.com
[48] google.com
[46] focusgroups.org
[40] co.uk

Top Domains in Tweet in G1:
[828] twitter.com
[101] globenewswire.com
[100] twitlonger.com
[91] marketwatch.com
[83] asdreports.com
[74] einnews.com
[38] google.com
[37] marketresearchfuture.com
[32] linkedin.com
[23] dukascopy.com

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

Top Domains in Tweet in G3:
[34] twitter.com
[2] globenewswire.com
[1] prnewswire.com
[1] wikipedia.org
[1] businesswire.com
[1] reuters.com

Top Domains in Tweet in G5:
[13] chimerakingdom.io
[11] twitter.com
[1] ushi.pro

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

Top Domains in Tweet in G9:
[46] focusgroups.org
[46] twitter.com

Top Domains in Tweet in G10:
[9] overlookedalpha.com
[3] twitter.com
[1] agioprotocol.co

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[186] marketresearch
[122] research
[82] market
[77] crypto
[67] ushi
[63] business
[55] asdreports
[53] technology
[45] semiconductor
[41] marketing



Top Hashtags in Tweet in G1:
[108] marketresearch
[68] research
[61] market
[38] 世界杯
[36] 反差婊
[33] 文爱
[32] business
[29] technology
[29] asdreports
[27] forex

Top Hashtags in Tweet in G3:
[3] automotivetechnology
[3] automotivenews
[2] autonomous
[1] automotiveindustry
[1] autonomou
[1] boycottapple
[1] apple

Top Hashtags in Tweet in G5:
[67] ushi
[1] seedify
[1] sentient
[1] precogfinance

Top Hashtags in Tweet in G6:
[1] 1000xgem
[1] web3
[1] dao
[1] vidt
[1] vidtdao

Top Words
Top Words in Tweet in Entire Graph:
[6042] market
[4706] research
[989] report
[903] 2022
[707] global
[590] more
[554] crypto
[478] things
[477] using
[436] stop

Top Words in Tweet in G1:
[2570] market
[1922] research
[546] 2022
[538] report
[437] global
[258] size
[237] growth
[237] forecast
[223] trends
[203] more

Top Words in Tweet in G2:
[409] bullish
[409] using
[409] bearish
[409] exchanges
[409] whether
[409] stop
[409] self
[409] custody
[409] things
[409] crypto

Top Words in Tweet in G3:
[72] market
[66] research
[59] elonmusk
[22] tesla
[17] apple
[13] global
[11] twitter
[10] billion
[10] usd
[7] expected

Top Words in Tweet in G4:
[202] tools
[102] trading
[101] 00
[101] mohitsharmadl
[101] spent
[101] over
[101] 000
[101] cover
[101] investing
[100] strategi

Top Words in Tweet in G5:
[76] ushi_eth
[68] best
[67] #ushi
[61] investment
[54] jenichka_iv
[53] token
[52] far
[51] collaboration
[28] dikijkes
[23] tonymoontanaeth

Top Words in Tweet in G6:
[64] vidt
[63] market
[63] tell
[63] pumping
[63] doing
[63] asset
[63] know
[63] red
[63] diligence
[62] crypto26012018

Top Words in Tweet in G7:
[108] brands
[54] 2021
[54] led
[54] sales
[54] abib
[54] top
[54] same
[54] one
[54] far
[54] year

Top Words in Tweet in G9:
[46] joining
[46] thought
[46] interested
[46] focus
[46] welcome
[46] hi
[46] groups
[4] foll
[4] fol
[3] follow

Top Words in Tweet in G10:
[48] research
[39] market
[17] more
[16] summary
[16] market's
[16] rebels
[16] extra
[16] inbox
[16] started
[16] put

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2068] market,research
[527] research,report
[410] stop,using
[409] bullish,bearish
[409] using,exchanges
[409] self,custody
[409] whether,bullish
[409] minimize,stop
[409] crypto,minimize
[409] bearish,self

Top Word Pairs in Tweet in G1:
[937] market,research
[310] research,report
[199] report,2022
[197] market,size
[106] global,forecast
[101] 2022,2028
[97] market,2022
[82] research,market
[70] research,company
[69] business,research

Top Word Pairs in Tweet in G2:
[409] stop,using
[409] custody,crypto
[409] things,whether
[409] using,exchanges
[409] crypto,minimize
[409] self,custody
[409] whether,bullish
[409] bearish,self
[409] bullish,bearish
[409] minimize,stop

Top Word Pairs in Tweet in G3:
[28] market,research
[7] reported,research
[6] plunging,market
[6] research,tesla
[6] echoing,ve
[6] latest,research
[6] mobility,latest
[6] global,mobility
[6] saying,months
[6] share,echoing

Top Word Pairs in Tweet in G4:
[101] tools,tools
[101] investing,tools
[101] 000,trading
[101] spent,over
[101] 00,000
[101] trading,investing
[101] tools,cover
[101] over,00
[100] mohitsharmadl,spent
[100] cover,strategi

Top Word Pairs in Tweet in G5:
[67] #ushi,best
[61] best,investment
[52] far,token
[52] investment,far
[51] token,collaboration
[43] ushi_eth,#ushi
[24] jenichka_iv,dikijkes
[17] jenichka_iv,tonymoontanaeth
[15] jakegagain,ianheinischmma
[13] collaboration,next

Top Word Pairs in Tweet in G6:
[63] market,doing
[63] vidt,pumping
[63] know,vidt
[63] diligence,tell
[63] red,market
[63] tell,asset
[63] doing,diligence
[63] pumping,red
[62] crypto26012018,know
[62] asset,#1000xg

Top Word Pairs in Tweet in G7:
[54] led,sales
[54] 2021,abib
[54] brands,2021
[54] far,same
[54] sales,year
[54] brands,led
[54] abib,one
[54] year,far
[54] top,brands
[54] same,top

Top Word Pairs in Tweet in G9:
[46] thought,interested
[46] focus,groups
[46] joining,focus
[46] interested,joining
[46] hi,welcome
[46] welcome,thought
[4] groups,fol
[4] groups,foll
[3] groups,follow
[3] groups,fo

Top Word Pairs in Tweet in G10:
[16] research,started
[16] extra,hours
[16] stable,put
[16] times,market
[16] rebel,research
[16] put,extra
[16] performance,check
[16] inbox,more
[16] research,summary
[16] today,rebel

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@wifeyalpha
@themarketherald
@tonymoontanaeth
@stoolpresidente
@dikijkes
@autosultan_team
@hotcopper
@salaldersonot
@cryptojack

Top Replied-To in G1:
@kaloramainfo
@researchamerinc

Top Replied-To in G3:
@elonmusk
@tomfitton
@dpsgusa
@factschaser
@jonathonhoang
@livepddave1
@libfails
@lfan19761
@vivivacca
@hey_you_yesu

Top Replied-To in G5:
@tonymoontanaeth
@dikijkes
@cryptojack
@cryptoemdarks
@tk_pois
@aesflbugdacaju5
@ushi_eth
@kararus178
@anndylian
@altcryptogems

Top Replied-To in G8:
@ebcummings1

Top Replied-To in G9:
@realchaseellio1
@kendrajjacobs
@shanestewartrcg
@rburn244
@rstone_29
@chad_adams21
@jake_reppert
@lucas_racing20
@robertlamond2
@mal_a_testa

Top Replied-To in G10:
@rizzle_dizzle36
@tedhzhang
@qcapital2020

Top Mentioned
Top Mentioned in Entire Graph:
@kyle_chasse
@mohitsharmadl
@ushi_eth
@crypto26012018
@jenichka_iv
@yernoonnie
@elonmusk
@uspc_official
@waves__labs
@clefsongs

Top Mentioned in G1:
@fisavvy
@copycat_hq
@zeroplagiarism
@hwexpert
@ceemariephd
@reuseco2
@crook_o_apparel

Top Mentioned in G2:
@kyle_chasse

Top Mentioned in G3:
@elonmusk
@apple
@twitter
@tim_cook
@tesla
@davidsacks
@factschaser
@walcandy1
@trungtphan
@mishaal_01

Top Mentioned in G4:
@mohitsharmadl
@screener_in

Top Mentioned in G5:
@ushi_eth
@jenichka_iv
@dikijkes
@ianheinischmma
@jakegagain
@tonymoontanaeth
@rustam_mamed0v
@emilpanakhov
@shibtoken
@crypto_bitlord7

Top Mentioned in G6:
@crypto26012018

Top Mentioned in G7:
@yernoonnie

Top Mentioned in G8:
@nableism
@spicypurritos
@veryfinewhine
@eullrich11
@nashkitty66
@kimmmathiesen
@happylurcher
@thomasklinemd
@irishbrat1966
@secondchances09

Top Mentioned in G10:
@overdose_ai
@cryptorebel_off
@joe_oa
@tedhzhang
@1987tucson
@catfish456
@getstarched
@rizzle_dizzle36
@celsiusofficial
@agioprotocol

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cryptotraderpro
@marshawright
@chidambara09
@andyvermaut
@robinsnewswire
@gambiste1
@stigmabaseo
@hrblock_21
@stigmabaseu

Top Tweeters in G1:
@andyvermaut
@robinsnewswire
@stigmabaseo
@stigmabaseu
@mortgage_shop
@bankingnewsgr
@blackcentaurfx
@fainformazione
@stigmabasen
@stigmabase

Top Tweeters in G2:
@cryptochriiis
@platanostreet77
@lafoot_batch
@naheed16256481
@marcults_
@martisor79
@irmachiquita
@ayaz_ly
@kyle_chasse
@bencipeperangan

Top Tweeters in G3:
@zaleskiluke
@jules31415
@google
@livepddave1
@jscott1145
@keemstar
@mishaal_01
@jihadwatchrs
@janepowers1
@vivivacca

Top Tweeters in G4:
@matthiannaji
@amiydixit
@pratish31
@toonet1034
@darshaks111
@mojilo_
@teamuchy
@awesome_rajesh_
@drunkgeek_
@mohitsharmadl

Top Tweeters in G5:
@pa
@richardheartwin
@anndylian
@janghoyun3
@bitboy_crypto
@chirocrypto
@altcryptogems
@jakegagain
@jrnycrypto
@ericcryptoman

Top Tweeters in G6:
@batagur4
@crypto26012018
@kriptohalil40
@yakbilekk
@sunilku06734251
@raj95403330
@ufx2o50jlms7ifg
@sanwarm63935544
@akm53785
@badalkumarsah

Top Tweeters in G7:
@goodnewwww
@rikipuma_
@enhatanmicasa
@vielle9495
@victori66567082
@rider99_0
@jayheeen
@ttorixcheng
@mltfngrl
@enhaces_luvs

Top Tweeters in G8:
@deeenst
@spicypurritos
@irishbrat1966
@kris_lovaas
@soofriends
@hope411adcock
@process_x
@jsg_54
@chronic_flkeys
@justwinks

Top Tweeters in G9:
@kendrajjacobs
@thefocusgroups
@shanestewartrcg
@chad_adams21
@gregoryalong
@cigarwrangler
@colefish59
@brandonsledford
@keithmrrewible
@lucas_racing20

Top Tweeters in G10:
@gambiste1
@kylemusserco
@zentrader1254
@qcapital2020
@tedhzhang
@iosephsanctus
@celsiusofficial
@catfish456
@oladeehpupo01
@rizzle_dizzle36


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