market research, Twitter, 1/22/2021 10:29:31 PM, 246265


FAQ | Problem?

market research_2021-01-22_04-51-46.xlsx
market research_2021-01-22_04-51-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 22, 2021
Short Description:
market research via NodeXL https://bit.ly/2M0d7TP
@xaviercmiller
@cnn
@ayoadeabiodunk1
@torontostar
@ghettoproverbs7
@therealroneil
@allergic2hourly
@cnnbusiness
@hasufl
@miss_jayla

Top hashtags:
#defi
#marketresearch
#market
#research
#stocks
#marketing
#automotive

Description:
Description
The graph represents a network of 6,842 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, 22 January 2021 at 13:05 UTC.

The requested start date was Friday, 22 January 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, 5-hour, 44-minute period from Tuesday, 19 January 2021 at 19:14 UTC to Friday, 22 January 2021 at 00:59 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 : 6842
Unique Edges : 3024
Edges With Duplicates : 9272
Total Edges : 12296
Number of Edge Types : 5
Tweet : 3242
Replies to : 581
Retweet : 3559
MentionsInRetweet : 3941
Mentions : 973
Self-Loops : 3293
Reciprocated Vertex Pair Ratio : 0.0124093165330279
Reciprocated Edge Ratio : 0.0245144257967188
Connected Components : 2031
Single-Vertex Connected Components : 1125
Maximum Vertices in a Connected Component : 1516
Maximum Edges in a Connected Component : 3033
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.225992
Graph Density : 0.000113297145189683
Modularity : 0.478388
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 6,842 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, 22 January 2021 at 13:05 UTC.

The requested start date was Friday, 22 January 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, 5-hour, 44-minute period from Tuesday, 19 January 2021 at 19:14 UTC to Friday, 22 January 2021 at 00:59 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:
[109] https://www.bioportfolio.co.uk/
[92] https://insights.deribit.com/market-research/was-there-a-bitcoin-double-spend-on-jan-20-2021/
[46] https://play.google.com/store/apps/details?id=fund.stock.trading.share.market.global.invest.index.stakeholder.finance.economy.live
[40] https://www.macrumors.com/2021/01/20/apple-driving-ultra-wideband-research/
[32] https://www.reuters.com/article/us-goldmansachs-research-commodities/commodities-headed-for-bull-market-in-2021-on-inflation-fears-stimulus-goldman-sachs-idUSKBN2770NW
[27] https://blog.hubspot.com/marketing/market-research-definition
[24] https://sproutsocial.com/insights/b2b-market-research/
[13] https://twinybots.ch/
[13] https://www.forex.com/en/market-analysis/latest-research/bitcoin-and-ethereum-near-record-highs-whats-the-next-trade/
[13] https://www.bloombergquint.com/research-reports/equity-market-outlook-for-2021-idfc-mutual-fund

Top URLs in Tweet in G1:
[109] https://www.bioportfolio.co.uk/
[19] https://sproutsocial.com/insights/b2b-market-research/
[15] https://blog.hubspot.com/marketing/market-research-definition
[13] https://www.macrumors.com/2021/01/20/apple-driving-ultra-wideband-research/
[11] https://www.valdostadailytimes.com/news/business/transactional-and-marketing-emails-market-research-2021-2025-covid-19-industry-planning-structure-technavio/article_dc08ff8a-618a-55bf-b4c5-e15fd7226b4d.html
[9] https://www.zillow.com/research/zillow-hottest-markets-2021-28667/
[9] https://sproutsocial.com/insights/b2b-market-research/?utm_source=dlvr.it&utm_medium=twitter
[8] https://twinybots.ch/
[7] https://www.fiverr.com/186998959?gig_id=186998959&utm_campaign=base_gig_show_share&utm_content=&utm_medium=shared&utm_source=mobile&utm_term=
[6] https://www.macrumors.com/2021/01/20/apple-driving-ultra-wideband-research/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1351980965225263108
[1] https://twitter.com/i/web/status/1352032799189037057

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1351641141200957442
[1] https://www.cnn.com/2021/01/18/tech/mukesh-ambani-reliance-jio-2021/index.html

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1351613182507413505

Top URLs in Tweet in G5:
[81] https://insights.deribit.com/market-research/was-there-a-bitcoin-double-spend-on-jan-20-2021/
[5] https://link.medium.com/9fI6mPL6bdb
[3] https://insights.deribit.com/market-research/analysis-of-eip-1559/
[3] https://link.medium.com/8WMTaDeKddb
[3] https://link.medium.com/3xi7MKjVMcb
[2] https://insights.deribit.com/market-research/deribit-position-builder-primer-on-basic-option-strategies/
[1] https://insights.deribit.com/market-research/on-reflexivity-and-imitation-part-2/
[1] https://twitter.com/CanaanLinder/status/1351832370303836162
[1] https://insights.deribit.com/market-research/on-reflexivity-and-imitation-part-2/#single/0
[1] https://blog.simondlr.com/posts/infinite

Top URLs in Tweet in G6:
[1] https://www.thestar.com/news/gta/2021/01/18/toronto-rental-vacancy-rates-climbs-to-57-per-cent-in-the-fourth-quarter-urbanation.html?utm_source=Twitter&utm_medium=SocialMedia&utm_campaign=Housing&utm_content=vacancy-rates-rental-costs&utm_source=twitter&source=torontostar&utm_medium=SocialMedia&utm_campaign=&utm_campaign_id=&utm_content=&utm_source=Twitter&utm_medium=SocialMedia&utm_campaign=GTA&utm_content=
[1] https://twitter.com/i/web/status/1351850188013494272
[1] https://twitter.com/i/web/status/1351818127265378304
[1] https://twitter.com/i/web/status/1351655212885405696

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1351874867415691267

Top URLs in Tweet in G8:
[1] https://daomaker.com/vault/evolution-finance
[1] https://evolution.finance/
[1] https://t.me/evolutionfinance

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1351597903416967169
[1] https://twitter.com/i/web/status/1351634633033584640

Top URLs in Tweet in G10:
[46] https://play.google.com/store/apps/details?id=fund.stock.trading.share.market.global.invest.index.stakeholder.finance.economy.live
[1] https://twitter.com/i/web/status/1352390602776694784
[1] https://twitter.com/i/web/status/1352271423864070144
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=930c82d0-5c28-11eb-8806-d15d478b6f09&url=L25ld3MvdmlkZW9zLzIwMjEtMDEtMjAvY29ybmVyc3RvbmUtaGVhZC1vZi11cy1wb2xpY3ktb24tdGhlLWluYXVndXJhdGlvbi12aWRlbw==
[1] https://tdameritradenetwork.com/video/rB4AoXcaFueBdxybjloApg
[1] https://twitter.com/i/web/status/1352316184876744706
[1] https://omdia.tech.informa.com/-/media/tech/omdia/marketing/commissioned-research/pdfs/mobile-operators-have-many-5g-network-vendor-options.pdf
[1] https://twitter.com/i/web/status/1351792222253969408
[1] https://twitter.com/i/web/status/1351792951765073921
[1] https://twitter.com/i/web/status/1351828503134498818

Top Domains
Top Domains in Tweet in Entire Graph:
[1798] twitter.com
[425] google.com
[186] marketresearchfuture.com
[146] co.uk
[103] deribit.com
[90] asdreports.com
[73] forex.com
[57] wordpress.com
[46] macrumors.com
[45] sproutsocial.com

Top Domains in Tweet in G1:
[1052] twitter.com
[131] co.uk
[90] asdreports.com
[40] tifia.com
[36] industrynewsengine.com
[35] sproutsocial.com
[35] articletrunk.com
[32] wordpress.com
[23] google.com
[20] over-blog.com

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

Top Domains in Tweet in G3:
[1] twitter.com
[1] cnn.com

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

Top Domains in Tweet in G5:
[88] deribit.com
[11] medium.com
[3] twitter.com
[1] simondlr.com
[1] google.com

Top Domains in Tweet in G6:
[3] twitter.com
[1] thestar.com

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

Top Domains in Tweet in G8:
[1] daomaker.com
[1] evolution.finance
[1] t.me

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

Top Domains in Tweet in G10:
[53] twitter.com
[46] google.com
[1] bloomberg.com
[1] tdameritradenetwork.com
[1] informa.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[95] defi
[92] marketresearch
[78] market
[51] research
[46] stocks
[43] marketing
[42] automotive
[41] asdreports
[39] forex
[34] mrx



Top Hashtags in Tweet in G1:
[68] marketresearch
[66] market
[41] asdreports
[33] stocks
[32] forex
[30] marketing
[28] commodities
[25] pakistan
[25] psx
[25] kse100

Top Hashtags in Tweet in G3:
[1] research

Top Hashtags in Tweet in G8:
[94] defi

Top Hashtags in Tweet in G10:
[4] moodofthenation
[1] options
[1] calls
[1] puts
[1] soundofchampions

Top Words
Top Words in Tweet in Entire Graph:
[4647] market
[3387] research
[2316] day
[1726] 000
[994] global
[986] today
[975] many
[927] last
[923] year
[906] report

Top Words in Tweet in G1:
[1828] market
[1337] research
[442] report
[429] global
[296] 2021
[270] 2025
[207] analysis
[192] industry
[185] growth
[172] 2020

Top Words in Tweet in G2:
[1684] 000
[843] xaviercmiller
[842] invested
[842] tesla
[842] day
[842] last
[842] year
[842] close
[842] 40
[842] today

Top Words in Tweet in G3:
[995] day
[498] election
[497] cnn
[497] stocks
[497] gained
[497] 13
[497] tuesday
[497] before
[497] joe
[497] biden's

Top Words in Tweet in G4:
[412] day
[206] stocks
[206] gained
[206] 13
[206] election
[206] tuesday
[206] before
[206] joe
[206] biden's
[206] inauguration

Top Words in Tweet in G5:
[104] article
[79] hasufl
[69] bitcoin
[69] double
[69] spend
[68] jan
[68] 20
[68] 2021
[46] deribitinsights
[42] week

Top Words in Tweet in G6:
[139] torontostar
[136] toronto
[136] vacancy
[136] rate
[136] apartments
[136] built
[136] 2005
[136] hit
[136] cent
[136] fourth

Top Words in Tweet in G7:
[123] india
[123] started
[123] exporting
[123] vaccines
[123] nigerian
[123] government
[123] go
[123] market
[123] buy
[123] bunsen

Top Words in Tweet in G8:
[94] evolution
[94] finance
[94] 10x
[94] expansion
[94] ethereum
[94] #defi
[94] market
[94] first
[94] asset
[94] part

Top Words in Tweet in G9:
[75] way
[75] market
[75] research
[74] amandawtwong
[74] honestly
[74] promise
[74] many
[74] fields
[74] fret
[74] themselves

Top Words in Tweet in G10:
[102] market
[96] stock
[46] complete
[46] financial
[40] coverage
[39] breaking
[32] news
[9] research
[5] indiatoday
[5] prices

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1691] market,research
[854] last,year
[849] 000,today
[848] invested,000
[848] 000,tesla
[848] tesla,day
[848] day,last
[848] year,close
[848] close,40
[848] 40,000

Top Word Pairs in Tweet in G1:
[750] market,research
[367] research,report
[120] 2021,2025
[118] covid,19
[93] market,size
[64] market,2021
[59] global,forecast
[57] research,2021
[56] grand,view
[55] report,2021

Top Word Pairs in Tweet in G2:
[842] invested,000
[842] 000,tesla
[842] tesla,day
[842] day,last
[842] last,year
[842] year,close
[842] close,40
[842] 40,000
[842] 000,today
[842] today,many

Top Word Pairs in Tweet in G3:
[497] stocks,gained
[497] gained,13
[497] 13,election
[497] election,day
[497] day,tuesday
[497] tuesday,day
[497] day,before
[497] before,joe
[497] joe,biden's
[497] biden's,inauguration

Top Word Pairs in Tweet in G4:
[206] stocks,gained
[206] gained,13
[206] 13,election
[206] election,day
[206] day,tuesday
[206] tuesday,day
[206] day,before
[206] before,joe
[206] joe,biden's
[206] biden's,inauguration

Top Word Pairs in Tweet in G5:
[69] double,spend
[68] article,bitcoin
[68] bitcoin,double
[68] spend,jan
[68] jan,20
[68] 20,2021
[67] hasufl,article
[41] introducing,reader
[41] reader,basic
[41] basic,options

Top Word Pairs in Tweet in G6:
[136] toronto,vacancy
[136] vacancy,rate
[136] rate,apartments
[136] apartments,built
[136] built,2005
[136] 2005,hit
[136] hit,cent
[136] cent,fourth
[136] fourth,quarter
[136] quarter,2020

Top Word Pairs in Tweet in G7:
[123] india,started
[123] started,exporting
[123] exporting,vaccines
[123] vaccines,nigerian
[123] nigerian,government
[123] government,go
[123] go,market
[123] market,buy
[123] buy,bunsen
[122] miss_jayla,india

Top Word Pairs in Tweet in G8:
[94] evolution,finance
[94] finance,10x
[94] 10x,expansion
[94] expansion,ethereum
[94] ethereum,#defi
[94] #defi,market
[94] market,first
[94] first,asset
[94] asset,part
[94] part,dao

Top Word Pairs in Tweet in G9:
[75] market,research
[74] honestly,promise
[74] promise,many
[74] many,fields
[74] fields,fret
[74] fret,themselves
[74] themselves,way
[74] way,people
[74] people,market
[73] amandawtwong,honestly

Top Word Pairs in Tweet in G10:
[94] stock,market
[46] market,complete
[46] complete,financial
[46] financial,stock
[40] market,coverage
[39] coverage,breaking
[32] breaking,news
[5] news,ana
[4] india,today
[4] today,#moodofthenation

Top Replied-To
Top Replied-To in Entire Graph:
@citronresearch
@madeinbritaingb
@malpani
@jdelandsheere
@devesh_wy
@jimcramer
@itradeph
@thornfieldhall
@ishkarnbhandari
@blockxcutter

Top Replied-To in G1:
@itneditor
@focusgroupbysg

Top Replied-To in G2:
@friendsrights
@saheed__s
@xaviercmiller
@smarthelping

Top Replied-To in G5:
@blockxcutter
@canaanlinder
@danheld
@jbrukh
@viamirror
@frances_coppola

Top Replied-To in G6:
@torontostar
@santiagoaufund

Top Replied-To in G9:
@amandawtwong

Top Replied-To in G10:
@itradeph
@hpmarketnews
@eugambling
@picuzzshare
@themukulagrawal
@marketstodays
@theeconomist
@tfmetals
@sardesairajdeep
@sprottmoney

Top Mentioned
Top Mentioned in Entire Graph:
@xaviercmiller
@cnn
@cnnbusiness
@torontostar
@miss_jayla
@thedaomaker
@hasufl
@amandawtwong
@forexcom
@deribitinsights

Top Mentioned in G1:
@bravenewcoin
@stigmabase
@gfradelos
@tammyvwyatt
@randylus
@emails_oracle
@financeman_
@harrywilson54
@explore43629915
@thegrbteam

Top Mentioned in G2:
@xaviercmiller

Top Mentioned in G3:
@cnn
@xaviercmiller
@fletcherschool
@ibgc_fletcher
@je_suis_ravi
@iyengarish

Top Mentioned in G4:
@cnnbusiness

Top Mentioned in G5:
@hasufl
@deribitinsights
@zhusu
@nic__carter
@zb_group
@mattigags
@gakonst
@btc_archive
@michael_saylor
@ryanthegentry

Top Mentioned in G6:
@torontostar
@hringioggrafir
@xaviercmiller

Top Mentioned in G7:
@miss_jayla

Top Mentioned in G8:
@thedaomaker

Top Mentioned in G9:
@amandawtwong
@miskiart

Top Mentioned in G10:
@indiatoday
@theeconomist
@housebeautiful
@stylepursuit
@silvertrader28
@vonniequinn
@markets
@danny_kirsch
@ojrenick
@tdanetwork

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@cryptotraderpro
@sectest9
@barntiques859
@pairsonnalites
@robinsnewswire
@eworkde
@applesupport
@cfinancialnews
@engineersday

Top Tweeters in G1:
@americanbanking
@pairsonnalites
@eworkde
@cfinancialnews
@engineersday
@fainformazione
@politicalhedge
@pairsonnalitesn
@drbicentenario
@stigmabase

Top Tweeters in G2:
@500kflea
@purplegarter1
@4000yay
@poeticnogenius1
@kaykayhoops23
@premium_dell
@geniuskhan
@lil_mikee__
@_tattsonmyarm_
@balemoney

Top Tweeters in G3:
@barntiques859
@robinsnewswire
@kat4obama
@real_infinity95
@givemepie360
@trump_enemy
@yathinkn
@lorisums
@lucrjviola
@colourbars

Top Tweeters in G4:
@charlesfrize
@shareitarie10
@digyoursoul
@sandykalano
@njmike731
@smcenturff
@renellglover
@karoagono
@lakshmideepakg
@nanaware1

Top Tweeters in G5:
@frances_coppola
@jeffreyawillia4
@bitcoinedu
@santisiri
@extxwk
@tcrpartybot
@elmalandr0
@martinn01
@danheld
@__cryptonews

Top Tweeters in G6:
@chuddles11
@dawnroseturner
@torontostar
@monika_kamila17
@kingdavid23
@gaeaearth
@dmrider
@patwhite70
@peaceliberty
@kinsellawarren

Top Tweeters in G7:
@floochowsky
@ssagwuna
@_lastromanking
@cchukudebelu
@yarkafanchan
@ezeasorije
@esquiremagic
@miss_jayla
@ovigho
@kokoror_

Top Tweeters in G8:
@bitcoin_info_tr
@bitcoin_freakk
@kevinarthur08
@kpsserkan2561
@tianbuyung
@nipek14
@icocatapult
@ahsanedge
@ibrahim18821836
@ardiniwulanda

Top Tweeters in G9:
@togglemodal
@writing_callous
@asexualzoro
@enlightendmoron
@jiggiybuff
@hurrbutts
@sousourocket
@porecomesis
@artdweeb1
@superchalser

Top Tweeters in G10:
@indiatoday
@indiatodayflash
@marketstodays
@financialxpress
@bsindia
@9newsmelb
@theeconomist
@7newsbrisbane
@cnbctv18news
@itradeph


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.