market research, Twitter, 7/3/2020 6:11:50 PM, 230183


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market research_2020-07-03_04-09-37.xlsx
market research_2020-07-03_04-09-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 03, 2020
Short Description:
market research via NodeXL https://bit.ly/2YV4PAf
@btspressdata
@bts_twt
@taegibestboys
@gadser7
@proofnal
@myaamyara
@ml_tweet_bot
@blockchain
@globaltimesnews
@eboayodeji

Top hashtags:
#marketresearch
#research
#market
#tiktok
#bitcoin
#mrx
#ai
#marketing
#covid19

Description:
Description
The graph represents a network of 5,327 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 July 2020 at 11:11 UTC.

The requested start date was Friday, 03 July 2020 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, 30-minute period from Wednesday, 01 July 2020 at 09:30 UTC to Friday, 03 July 2020 at 00:01 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 : 5327
Unique Edges : 3817
Edges With Duplicates : 6792
Total Edges : 10609
Number of Edge Types : 5
Tweet : 1621
Retweet : 2985
MentionsInRetweet : 4887
Replies to : 331
Mentions : 785
Self-Loops : 1652
Reciprocated Vertex Pair Ratio : 0.00950899031811895
Reciprocated Edge Ratio : 0.0188388422675116
Connected Components : 1484
Single-Vertex Connected Components : 806
Maximum Vertices in a Connected Component : 1727
Maximum Edges in a Connected Component : 5139
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.083505
Graph Density : 0.000205804381437467
Modularity : 0.492686
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 5,327 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 July 2020 at 11:11 UTC.

The requested start date was Friday, 03 July 2020 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, 30-minute period from Wednesday, 01 July 2020 at 09:30 UTC to Friday, 03 July 2020 at 00:01 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:
[101] https://www.ameriprise.com/research-market-insights/market-volatility/how-covid-19-could-change-the-economy-forever
[15] http://Blockchain.com
[10] https://www.globalresearch.ca/monsantos-dirty-dozen-twelve-products-that-monsanto-has-brought-to-market/5537809
[8] https://www.greenteedesign.com/greenteedesign/shop/services/market-research/
[7] https://lplresearch.com/2020/07/01/market-update-wed-jul-1-2020-lpl-financial-research/?utm_medium=organic-social&utm_source=twitter&utm_campaign=campaign&utm_content=content&utm_term=date&utm_type=corp-comm&utm_postid=279b053b-bd6e-46bb-a7fe-1d4ff7539d5b
[7] https://www.cognilytica.com/2020/06/23/digitization-and-digitalization-june-2020/
[6] https://www.realtor.com/research/housing-market-recovery-index-trends-june-27-data/
[6] https://www.forex.com/en-us/market-analysis/latest-research/nfp-recap-what-you-need-to-know-about-todays-goldilocks-report/
[5] https://www.forex.com/en-uk/market-analysis/latest-research/sainsbury-sales-up/
[5] https://www.theguardian.com/global-development/2020/jul/01/petrol-sold-to-nigeria-from-europe-dirtier-than-black-market-bush-fuel

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1278584378709340162

Top URLs in Tweet in G2:
[101] https://www.ameriprise.com/research-market-insights/market-volatility/how-covid-19-could-change-the-economy-forever
[5] https://smestreet.in/sectors/nebulizer-system-market-to-register-significant-cagr-through-2025-techsci-research/
[4] https://instars.com/
[3] https://www.nngroup.com/videos/market-research-vs-ux-research/
[3] https://https-partners-shopify-com-650606-development-stores.myshopify.com/password
[3] https://coleofduty.com/military-news/2020/07/02/2020-research-global-cloud-microservices-market-forecast-2025-report/
[3] http://www.james-scholes.com/how-to-do-market-research/
[2] https://www.cleantechloops.com/impact-of-market-research-on-small-businesses/
[2] https://www.theverge.com/2020/6/30/21308813/facebook-vr-sunglasses-research-proof-of-concept?utm_content=socialchampEygIyG-N8f&utm_medium=social&utm_source=twitter.com&utm_campaign=socialchamp.io
[2] https://coleofduty.com/market-reports/2020/07/01/environment-monitoring-market-in-depth-market-research-and-trends-analysis-till-2030-2/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1278370231518261249

Top URLs in Tweet in G5:
[14] http://Blockchain.com
[2] https://research.arcane.no/feed/crypto-market-h1-2020-recap
[2] https://neurons.ai/blog/news-stories/data-science-platform-market-research-report-2027-observational-studies-with-key-vendors/
[2] https://neurons.ai/blog/news-stories/machine-learning-as-a-service-mlaas-market-research-report-analysis-and-forecasts-to-2025/
[1] https://medium.com/blockchain/bazookas-bailouts-bitcoin-crypto-in-the-time-of-covid-19-a6219382ff1c
[1] https://twitter.com/i/web/status/1276095291956113421
[1] https://blockchain.zoom.us/webinar/register/WN_06Q8pyZfRz-rE5WASYM5QA
[1] https://youtu.be/1AeFre85G3o
[1] https://neurons.ai/blog/news-stories/qyresearch-neuroscience-antibodies-and-assays-market-research-by-key-players-type-and/
[1] https://www.odomojuli.com/

Top URLs in Tweet in G7:
[1] https://mailchi.mp/25e425f0c834/nigeria-daily-stock-market-reportbulls-regain-hold-of-the-marketnse-asi-up-625174

Top URLs in Tweet in G8:
[2] https://www.forbes.com/sites/billybambrough/2020/06/28/perfect-storm-can-push-bitcoin-market-over-1-trillion-research-reveals/
[1] https://www.forbes.com/sites/bobodonnell/#222760bf623a
[1] https://twitter.com/i/web/status/1278295998390063105

Top URLs in Tweet in G9:
[1] https://www.cnn.com/2020/07/01/tech/facebook-top-advertisers/

Top URLs in Tweet in G10:
[1] https://www.mckinsey.com/industries/automotive-and-assembly/our-insights/mastering-automotive-software-launch-excellence
[1] https://www.everestgrp.com/2019-12-understanding-enterprise-grade-idp-solutions-market-insights-52033.html/
[1] https://www.everestgrp.com/2019-04-4-ways-intelligent-virtual-agents-and-humans-can-work-together-market-insights-49868.html/
[1] https://www.gep.com/research-reports/everest-group-again-names-gep-a-star-performer-and-leader-among-procurement-service-providers-in-2020-assessment?utm_source=Twitter&utm_medium=SO&utm_campaign=everest-group-again-names-gep-a-star-performer-and-leader-among-procurement-service-providers-in-2020-assessment
[1] https://www.everestgrp.com/2020-02-lp-insurers-need-to-transform-business-models-but-face-challenges-market-insights-52671.html

Top Domains
Top Domains in Tweet in Entire Graph:
[473] twitter.com
[118] ameriprise.com
[74] lplresearch.com
[73] co.uk
[53] forex.com
[37] google.com
[33] wordpress.com
[32] linkedin.com
[17] asdreports.com
[15] coleofduty.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[254] twitter.com
[118] ameriprise.com
[66] co.uk
[31] google.com
[27] linkedin.com
[13] wordpress.com
[12] coleofduty.com
[12] pressrelease.cc
[11] tifia.com
[11] abnewswire.com

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

Top Domains in Tweet in G5:
[14] blockchain.com
[5] neurons.ai
[4] twitter.com
[2] medium.com
[2] arcane.no
[1] zoom.us
[1] youtu.be
[1] odomojuli.com
[1] t.co
[1] dailyresearchchronicles.com

Top Domains in Tweet in G7:
[1] mailchi.mp

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

Top Domains in Tweet in G9:
[1] cnn.com

Top Domains in Tweet in G10:
[3] everestgrp.com
[1] mckinsey.com
[1] gep.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[77] marketresearch
[67] research
[35] market
[30] tiktok
[28] bitcoin
[26] mrx
[25] ai
[25] marketing
[22] covid19
[21] crypto



Top Hashtags in Tweet in G2:
[43] marketresearch
[26] research
[23] market
[13] marketintelligence
[12] mrx
[11] business
[11] healthcare
[8] marketing
[8] industryarc
[7] health

Top Hashtags in Tweet in G5:
[5] machinelearning
[5] technology
[4] ai
[3] intoainews
[3] datascience
[2] ml
[2] artificialintelligence
[2] deeplearning
[2] programming
[2] news

Top Hashtags in Tweet in G6:
[28] tiktok
[1] sensortower

Top Hashtags in Tweet in G8:
[7] jtsglobal
[3] bitcoin
[1] 5g
[1] performance
[1] network
[1] forbes

Top Hashtags in Tweet in G10:
[2] ai
[2] gep
[2] procurement
[1] automotive
[1] iot
[1] digitaltransformation
[1] automation
[1] futureofwork
[1] virtualassistant
[1] ml

Top Words
Top Words in Tweet in Entire Graph:
[4056] research
[2899] market
[1736] team
[1698] success
[1694] member
[1690] men
[1686] unprecedented
[1685] harvard
[1685] introduced
[1685] bts_twt

Top Words in Tweet in G1:
[1683] harvard
[1683] research
[1683] team
[1683] introduced
[1683] bts_twt
[1683] member
[1683] band
[1683] men
[1683] 20s
[1683] unprecedented

Top Words in Tweet in G2:
[1124] market
[803] research
[216] global
[213] 2020
[198] covid
[177] report
[175] 19
[161] size
[161] analysis
[125] learn

Top Words in Tweet in G3:
[484] pet
[242] ttdi
[242] market
[242] prime
[242] dumping
[242] ground
[242] please
[242] responsible
[242] owner
[242] before

Top Words in Tweet in G4:
[45] bh
[44] starting
[44] july
[44] until
[44] jan
[44] 2021
[44] increased
[44] attacks
[44] against
[44] 8t5

Top Words in Tweet in G5:
[39] market
[35] machine
[35] learning
[31] research
[15] team
[15] analysis
[14] blockchain
[13] service
[13] mlaas
[12] hi

Top Words in Tweet in G6:
[56] downloaded
[29] million
[29] world
[29] app
[28] #tiktok
[28] 626
[28] times
[28] during
[28] first
[28] half

Top Words in Tweet in G7:
[25] market
[24] bills
[24] primary
[24] auction
[24] results
[23] eboayodeji
[23] nigerian
[23] treasury
[23] today
[23] 01

Top Words in Tweet in G8:
[12] market
[11] research
[11] forbescrypto
[9] perfect
[9] storm
[9] push
[9] over
[9] trillion
[9] reveals
[7] bitcoin

Top Words in Tweet in G9:
[24] cnn
[24] business
[24] analysis
[24] facebook's
[24] top
[24] advertisers
[24] based
[24] data
[24] market
[24] research

Top Words in Tweet in G10:
[17] research
[16] idp
[12] everestgroup
[11] antgrasso
[9] market
[9] intelligent
[8] document
[8] processing
[8] understanding
[8] enterprise

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1706] research,team
[1685] harvard,research
[1685] team,introduced
[1685] introduced,bts_twt
[1685] bts_twt,member
[1685] member,band
[1685] band,men
[1685] men,20s
[1685] 20s,unprecedented
[1685] unprecedented,success

Top Word Pairs in Tweet in G1:
[1683] harvard,research
[1683] research,team
[1683] team,introduced
[1683] introduced,bts_twt
[1683] bts_twt,member
[1683] member,band
[1683] band,men
[1683] men,20s
[1683] 20s,unprecedented
[1683] unprecedented,success

Top Word Pairs in Tweet in G2:
[326] market,research
[173] covid,19
[131] market,size
[104] research,report
[69] lasting,impact
[66] grand,view
[66] research,inc
[65] view,research
[62] global,market
[61] 19,pandemic

Top Word Pairs in Tweet in G3:
[242] ttdi,market
[242] market,prime
[242] prime,dumping
[242] dumping,ground
[242] ground,please
[242] please,responsible
[242] responsible,pet
[242] pet,owner
[242] owner,before
[242] before,purchasing

Top Word Pairs in Tweet in G4:
[44] starting,july
[44] july,until
[44] until,jan
[44] jan,2021
[44] 2021,increased
[44] increased,attacks
[44] attacks,against
[44] against,bh
[44] bh,8t5
[44] 8t5,bh's

Top Word Pairs in Tweet in G5:
[35] machine,learning
[15] research,team
[13] learning,service
[13] service,mlaas
[13] mlaas,market
[12] hi,twitter
[12] twitter,queer
[12] queer,trans
[12] trans,woman
[12] woman,color

Top Word Pairs in Tweet in G6:
[28] #tiktok,downloaded
[28] downloaded,626
[28] 626,million
[28] million,times
[28] times,during
[28] during,first
[28] first,half
[28] half,2020
[28] 2020,making
[28] making,world

Top Word Pairs in Tweet in G7:
[24] primary,market
[24] auction,results
[23] nigerian,treasury
[23] treasury,bills
[23] bills,primary
[23] market,auction
[23] results,today
[23] today,01
[23] 01,jul
[23] jul,20

Top Word Pairs in Tweet in G8:
[9] perfect,storm
[9] storm,push
[9] market,over
[9] over,trillion
[9] trillion,research
[9] research,reveals
[7] push,bitcoin
[7] bitcoin,market
[7] reveals,#jtsglobal
[7] #jtsglobal,apompliano

Top Word Pairs in Tweet in G9:
[24] cnn,business
[24] business,analysis
[24] analysis,facebook's
[24] facebook's,top
[24] top,advertisers
[24] advertisers,based
[24] based,data
[24] data,market
[24] market,research
[24] research,firm

Top Word Pairs in Tweet in G10:
[9] research,everestgroup
[8] intelligent,document
[8] document,processing
[8] processing,idp
[8] idp,understanding
[8] understanding,enterprise
[8] enterprise,grade
[8] grade,idp
[8] idp,solutions
[8] solutions,research

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@bts_twt
@btspressdata
@myaamyara
@into_research
@ryandetrick
@taegibestboys
@forexcom
@globaltimesnews
@oliverdarcy
@eboayodeji

Top Mentioned in G1:
@bts_twt
@btspressdata

Top Mentioned in G2:
@into_research
@catalyst4fitnes
@fintechzoom
@gfaccord
@industryarc
@stigmabase
@ofree
@farzalsays
@astockwatch1
@tmre

Top Mentioned in G3:
@myaamyara

Top Mentioned in G4:
@taegibestboys
@btspressdata
@bts_twt

Top Mentioned in G5:
@blockchain
@odomojuli
@milocamj
@towards_ai
@into_ai
@stanford__ai
@garrickhileman
@blockchain_rekt
@mazensalama
@mlmemoirs

Top Mentioned in G6:
@globaltimesnews

Top Mentioned in G7:
@eboayodeji
@afrinvest
@afr_research
@finplankaluaja1
@frontierafr
@itempili
@rotankwot
@tosinolaseinde

Top Mentioned in G8:
@forbescrypto
@apompliano
@jts_global
@vela
@forbes
@messaricrypto
@velasfounder
@tylerwinklevoss
@winklevoss
@coinpaymentsnet

Top Mentioned in G9:
@oliverdarcy

Top Mentioned in G10:
@everestgroup
@antgrasso
@lindagrass0
@mckinsey
@antgrasso_it
@gep_worldwide

Top Tweeters
Top Tweeters in Entire Graph:
@cryptotraderpro
@market_screener
@pairsonnalites
@marcodacostafx
@hrblock_21
@pairsonnalitesa
@clairebotai
@threadreaderapp
@zerglinator
@chidambara09

Top Tweeters in G1:
@__vsourire
@flterjms
@jeanettacsheehy
@monotan7
@mvwinall
@capmkterine
@blackswanji
@7btsbts1
@nancanfly
@btsarmydope

Top Tweeters in G2:
@market_screener
@pairsonnalites
@pairsonnalitesa
@jondknight
@politicalhedge
@crweworld
@stigmabase
@yoshiki7111
@mortgage_shop
@stanleysuen

Top Tweeters in G3:
@meowwwissa
@nabilhussein
@syzwnishhrulnzm
@poison_star
@nalisaaa
@hariiith_
@ciklah_
@misscasiolrmy
@myrsbelleza_
@myaamyara

Top Tweeters in G4:
@xlovexh
@taegibestboys
@meggijackson
@kjoon92seok
@yasouwildforbts
@vantae__x
@roznitareedia
@minjinv_
@gaycftokyo
@proofnal

Top Tweeters in G5:
@into_ai
@njmike731
@thecuriousluke
@akdm_bot
@hubofml
@mrtallerjerry
@milocamj
@mazensalama
@ml_tweet_bot
@athigah

Top Tweeters in G6:
@globaltimesnews
@notomarriage
@mudassarklodhi
@saidanshah19
@fz786
@dhakalearvin
@faisal_idea
@muhammad11shah
@wdy196951
@_lmiguel

Top Tweeters in G7:
@rotankwot
@bboason
@tosinolaseinde
@yommi_a
@adedapoben
@3rdeye1769
@skipper5806
@nd_pete
@therealdayve
@woleayeni_jnr

Top Tweeters in G8:
@forbes
@lolpundit007
@apompliano
@jts_global
@forbescrypto
@tylerwinklevoss
@kaktoos2019
@messaricrypto
@gle4c20
@raisiqbal

Top Tweeters in G9:
@tigerbeat
@eaglejme
@hkb73
@cllnwlhlm
@candidginger
@gmabambam
@dizzydezzi2010
@maireadeire
@mediagazerchat
@inzanelaw

Top Tweeters in G10:
@ene3112
@antgrasso
@csuitetechpoint
@thehighway2ai
@windowontech
@smbsf
@everestgroup
@mckinsey
@joseph_finn1
@magurtoy2k