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market research_2020-08-14_04-09-37.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2020
Short Description:
market research via NodeXL https://bit.ly/2XYk6iY
@duckduckgo
@warroompandemic
@cybe_rpunkfixer
@murraywatt
@simplep62087486
@voxdotcom
@mister_wynn
@julie28086389
@abcnews
@amys_bus_ticket

Top hashtags:
#ccpvirus
#auspolsocorrupt
#marketresearch
#research
#bitcoinsv

Description:
Description
The graph represents a network of 7,663 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, 14 August 2020 at 11:26 UTC.

The requested start date was Friday, 14 August 2020 at 00:01 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, 11-hour, 9-minute period from Tuesday, 11 August 2020 at 12:36 UTC to Thursday, 13 August 2020 at 23:46 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 : 7663
Unique Edges : 3960
Edges With Duplicates : 8985
Total Edges : 12945
Number of Edge Types : 5
Retweet : 3715
MentionsInRetweet : 4334
Tweet : 2920
Replies to : 693
Mentions : 1283
Self-Loops : 2980
Reciprocated Vertex Pair Ratio : 0.014553362328538
Reciprocated Edge Ratio : 0.0286892003297609
Connected Components : 2412
Single-Vertex Connected Components : 1356
Maximum Vertices in a Connected Component : 1840
Maximum Edges in a Connected Component : 3699
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.519397
Graph Density : 0.000103297505023767
Modularity : 0.521913
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,663 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, 14 August 2020 at 11:26 UTC.

The requested start date was Friday, 14 August 2020 at 00:01 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, 11-hour, 9-minute period from Tuesday, 11 August 2020 at 12:36 UTC to Thursday, 13 August 2020 at 23:46 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:
[19] https://marketresearchposts.com/2020/08/04/massive-growth-in-%EF%BB%BFartificial-intelligence-in-precision-medicine-market-set-to-witness-huge-growth-by-2026-intel-ai-ibm-ge-healthcare-thermo-fisher-scientific-qiagen/?utm_source=dlvr.it&utm_medium=twitter
[11] https://www.growth-hackers.net/conducting-market-research-for-startups/
[9] https://blockchainreporter.net/crypto-hardware-wallet-market-upsurge-expected-new-research-shows/
[9] https://www.pharmiweb.com/press-release/2020-08-12/2020-2026-covid-19-test-kits-market-size-2020-global-analysis-and-in-depth-research-growth-top-comp
[8] https://www.constellationr.com/research/oracle-raises-stakes-next-gen-compute-platform-market
[7] https://lplresearch.com/2020/08/12/market-update-wed-aug-12-2020-lpl-financial-research/
[6] https://www.forex.com/en-uk/market-analysis/latest-research/house-builders-in-focus-as-house-prices-rise/
[6] https://www.forex.com/en/market-analysis/latest-research/12-08-us-pre-open/
[6] https://www.forex.com/en/market-analysis/latest-research/the-stocks-most-impacted-by-the-2020-us-presidential-election/
[6] https://www.forex.com/en-uk/market-analysis/latest-research/uk-gdp-slightly-better-than-feared/

Top URLs in Tweet in G1:
[6] http://www.arkas.co.uk/category/news/
[4] https://spreadprivacy.com/search-preference-menu-research/
[4] https://mrdashboard.com/index.php/marketing-analysis-report-structure-for-market-research/
[4] -
[4] https://lplresearch.com/2020/08/12/market-update-wed-aug-12-2020-lpl-financial-research/
[4] https://www.fiverr.com/135736730?gig_id=135736730&utm_campaign=base_gig_show_share&utm_content=&utm_medium=shared&utm_source=mobile&utm_term=
[4] https://www.zillow.com/research/active-to-pending-fastest-pace-27382/
[4] https://www.forbes.com/sites/billybambrough/2020/06/28/perfect-storm-can-push-bitcoin-market-over-1-trillion-research-reveals/
[4] https://avaiil.com/
[4] https://www.bioportfolio.co.uk/

Top URLs in Tweet in G2:
[1] https://pandemic.warroom.org/listen-live/
[1] https://www.nature.com/news/engineered-bat-virus-stirs-debate-over-risky-research-1.18787?WT.mc_id=TWT_NatureNews
[1] https://twitter.com/i/web/status/1293219537085763585

Top URLs in Tweet in G3:
[2] https://spreadprivacy.com/search-preference-menu-research/
[1] https://www.axios.com/google-rivals-study-urges-letting-mobile-users-pick-search-defaults-9e44d6bc-2380-41dc-b7f9-fef1dad602d9.html?utm_source=twitter&utm_medium=social&utm_campaign=organic&utm_content=1100
[1] https://twitter.com/i/web/status/1293131350262898689

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1293784093293867016
[1] https://twitter.com/i/web/status/1292628229501538305
[1] https://twitter.com/i/web/status/1293154500870434821
[1] https://twitter.com/murraywatt/status/1293094551280730113
[1] https://twitter.com/i/web/status/1293367329993170945

Top URLs in Tweet in G5:
[3] https://lplresearch.com/2020/08/12/market-update-wed-aug-12-2020-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=1f66e89b-7e7d-4d10-b1e7-07131ee555de
[3] https://lplresearch.com/2020/08/12/market-update-wed-aug-12-2020-lpl-financial-research/
[3] https://lplresearch.com/2020/08/13/market-update-thu-aug-13-2020-lpl-financial-research/
[2] https://www.seeitmarket.com/stock-market-outlook-price-reversal-versus-bullish-posture/
[1] https://twitter.com/i/web/status/1294054240495665152
[1] https://twitter.com/i/web/status/1294045689656287234
[1] https://www.marketwatch.com/story/inflows-into-chinese-bond-market-hit-records-in-july-spurred-by-fears-of-missing-out-2020-08-12?mod=home-page
[1] https://www.marketwatch.com/story/what-a-falling-dollar-means-for-stocks-sector-by-sector-11596652606?mod=in-one-chart
[1] https://www.crescat.net/bear-market-looms/
[1] https://www.gmo.com/americas/research-library/reasons-not-to-be-cheerful/?utm_medium=email&utm_source=episerver-campaign&utm_campaign=article-subscription-push&utm_content=White-Paper&email=jesse%40thefelderreport.com&first_name=Jesse&last_name=Felder

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1293644772305969152
[1] https://tweetedtimes.com/ChiefKMasimba?s=tnp

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1294041792275312640
[1] https://twitter.com/i/web/status/1294040402417168384
[1] https://twitter.com/i/web/status/1294040899735887872
[1] https://twitter.com/i/web/status/1294041721051836416
[1] https://twitter.com/i/web/status/1294041855483551745
[1] https://twitter.com/i/web/status/1294040941783744512
[1] https://twitter.com/i/web/status/1294042189484265472
[1] https://twitter.com/i/web/status/1294040341583024128
[1] https://twitter.com/i/web/status/1294042507660075009
[1] https://twitter.com/i/web/status/1293191810316042244

Top URLs in Tweet in G8:
[1] https://variety.com/2020/politics/news/tv-news-2020-political-coverage-1234731879/?dg

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=3wa9SpmLJUE&feature=youtu.be

[1] https://twitter.com/YouGov/status/1293196614266507267

Top Domains
Top Domains in Tweet in Entire Graph:
[984] twitter.com
[230] morganstanley.com
[128] marketwatch.com
[124] google.com
[73] forex.com
[59] linkedin.com
[52] co.uk
[49] wordpress.com
[44] tifia.com
[36] feedburner.com

Top Domains in Tweet in G1:
[476] twitter.com
[230] morganstanley.com
[94] google.com
[66] marketwatch.com
[44] tifia.com
[39] linkedin.com
[36] feedburner.com
[28] co.uk
[28] wordpress.com
[16] chelanpress.com

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

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

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

Top Domains in Tweet in G5:
[9] lplresearch.com
[4] lpl.com
[3] gainfully.com
[2] twitter.com
[2] marketwatch.com
[2] gmo.com
[2] seeitmarket.com
[1] crescat.net
[1] qz.com
[1] bloomberg.com

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

Top Domains in Tweet in G7:
[35] twitter.com
[1] cbsnews.com
[1] cnn.com
[1] brookings.edu
[1] cnbc.com

Top Domains in Tweet in G8:
[1] variety.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[634] ccpvirus
[192] auspolsocorrupt
[102] marketresearch
[83] research
[83] bitcoinsv
[73] bsv
[71] covid19
[62] erdf
[62] smes
[51] market



Top Hashtags in Tweet in G1:
[64] marketresearch
[34] market
[23] research
[22] marketforecast
[21] business
[17] marketintelligence
[17] stocks
[15] marketanalysis
[15] marketgrowth
[15] industryarc

Top Hashtags in Tweet in G2:
[580] ccpvirus
[3] ccp
[3] wuhan
[2] warroompandemic
[1] takedownccp
[1] chinaliedpeopledied

Top Hashtags in Tweet in G4:
[190] auspolsocorrupt
[1] morrisonmates
[1] jobsfortheboys
[1] auspol

Top Hashtags in Tweet in G5:
[6] markets
[3] stocks
[2] gold
[2] tesla
[2] europe
[2] covid19
[2] sp500
[2] lplmarketsignals
[1] silver
[1] stonks

Top Hashtags in Tweet in G7:
[2] trumpevictions
[1] somuchbias
[1] agenda21
[1] facts
[1] trump
[1] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[4795] market
[4722] research
[751] covid
[706] going
[699] report
[681] back
[673] 2019
[670] more
[655] dr
[645] 31

Top Words in Tweet in G1:
[1773] market
[1603] research
[390] more
[362] 2020
[331] report
[318] global
[257] end
[254] growth
[249] year
[245] economic

Top Words in Tweet in G2:
[580] dr
[580] yan
[580] research
[580] going
[580] back
[580] dec
[580] 31
[580] 2019
[580] realized
[580] #ccpvirus

Top Words in Tweet in G3:
[500] search
[491] google
[486] competition
[486] click
[486] away
[485] duckduckgo
[482] true
[482] android
[482] elsewhere
[482] many

Top Words in Tweet in G4:
[631] mates
[452] covid
[452] commission
[449] doing
[449] well
[447] very
[374] morrison's
[266] liberal
[265] former
[264] murraywatt

Top Words in Tweet in G5:
[47] economy
[47] ryandetrick
[44] highs
[44] 500
[43] make
[43] time
[43] number
[43] one
[43] question
[43] happen

Top Words in Tweet in G6:
[96] wamagaisa
[96] solidarity
[96] zimbabwean
[96] people
[96] looking
[96] individual
[96] currently
[96] residing
[96] zimbabwe
[95] theglobalprior1

Top Words in Tweet in G7:
[46] market
[26] high
[25] looking
[25] quality
[25] b2b
[25] company
[25] estate
[24] person
[24] leads
[22] knock

Top Words in Tweet in G8:
[98] ad
[97] market
[97] research
[97] firm
[97] kagan
[97] projecting
[97] hike
[97] revenues
[97] foxnews
[97] 16

Top Words in Tweet in G9:
[83] yougov
[80] market
[80] research
[78] co
[78] tory
[78] zahawi
[77] company
[76] founded
[76] mp
[76] nadhim

Top Words in Tweet in G10:
[82] ideas
[80] don
[80] scare
[80] cause
[80] others
[80] laugh
[80] re
[78] efosaojomo
[73] market
[72] transformative

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1777] market,research
[640] research,going
[639] dr,yan
[639] going,back
[639] back,dec
[639] dec,31
[638] 31,2019
[638] 2019,realized
[636] yan,research
[634] realized,#ccpvirus

Top Word Pairs in Tweet in G1:
[581] market,research
[243] research,report
[231] research,breaks
[231] breaks,down
[230] end,road
[230] road,more
[230] more,economic
[230] economic,aid
[230] aid,congress
[230] congress,year

Top Word Pairs in Tweet in G2:
[580] dr,yan
[580] yan,research
[580] research,going
[580] going,back
[580] back,dec
[580] dec,31
[580] 31,2019
[580] 2019,realized
[580] realized,#ccpvirus
[580] #ccpvirus,natural

Top Word Pairs in Tweet in G3:
[486] click,away
[483] google,search
[482] search,competition
[482] competition,click
[482] away,true
[482] true,android
[482] android,elsewhere
[482] elsewhere,many
[482] many,barriers
[482] barriers,switching

Top Word Pairs in Tweet in G4:
[452] covid,commission
[447] mates,doing
[447] doing,very
[447] very,well
[447] well,covid
[261] liberal,party
[258] 540,000
[257] few,mates
[257] commission,former
[257] former,liberal

Top Word Pairs in Tweet in G5:
[43] 500,make
[43] make,time
[43] time,highs
[43] highs,number
[43] number,one
[43] one,question
[43] question,happen
[43] happen,economy
[42] ryandetrick,500
[21] stock,market

Top Word Pairs in Tweet in G6:
[96] wamagaisa,solidarity
[96] solidarity,zimbabwean
[96] zimbabwean,people
[96] people,looking
[96] looking,individual
[96] individual,currently
[96] currently,residing
[96] residing,zimbabwe
[94] theglobalprior1,wamagaisa
[94] zimbabwe,fo

Top Word Pairs in Tweet in G7:
[25] looking,high
[25] high,quality
[25] quality,b2b
[25] b2b,market
[25] market,company
[25] company,estate
[24] estate,person
[24] person,leads
[22] leads,knock
[11] knock,ready

Top Word Pairs in Tweet in G8:
[97] market,research
[97] research,firm
[97] firm,kagan
[97] kagan,projecting
[97] projecting,hike
[97] hike,ad
[97] ad,revenues
[97] revenues,foxnews
[97] foxnews,16
[97] 16,billion

Top Word Pairs in Tweet in G9:
[80] market,research
[77] yougov,market
[77] research,company
[76] company,co
[76] co,founded
[76] founded,tory
[76] tory,mp
[76] mp,nadhim
[76] nadhim,zahawi
[76] zahawi,think

Top Word Pairs in Tweet in G10:
[80] ideas,don
[80] don,scare
[80] scare,cause
[80] cause,others
[80] others,laugh
[80] laugh,re
[72] re,transformative
[72] transformative,market
[70] efosaojomo,ideas
[70] market,cre

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@tapiwamandis
@joebiden
@slyflourish
@skynewsaust
@murraywatt
@jimcramer
@carterbworth
@thehill
@cnbc

Top Replied-To in G2:
@estherpmd

Top Replied-To in G4:
@murraywatt
@crowedm

Top Replied-To in G5:
@michigandolf
@tkptrader
@odiousdebt
@lplresearch

Top Replied-To in G6:
@wamagaisa

Top Replied-To in G7:
@realdonaldtrump
@jimcramer
@business
@cnn
@cnbc
@thehill
@resistthepres
@verobrunati
@whitehouse
@beinsportsusa

Top Replied-To in G9:
@cathsard
@yougov
@brian_osborne72
@imbeingerica

Top Replied-To in G10:
@asemota

Top Mentioned
Top Mentioned in Entire Graph:
@warroompandemic
@duckduckgo
@murraywatt
@mister_wynn
@johnnydollar01
@theglobalprior1
@wamagaisa
@efosaojomo
@derekjames150
@fundstrat

Top Mentioned in G1:
@stigmabase
@gfradelos
@catalyst4fitnes
@cegltd
@masergy
@rjdaconqueror
@iamnickyates
@dicktaylor
@stevenrickuk
@dd_invest

Top Mentioned in G2:
@warroompandemic
@voh_deutsch
@goldman589

Top Mentioned in G3:
@duckduckgo
@axios
@vivaldibrowser

Top Mentioned in G4:
@murraywatt
@mister_wynn
@surlestombes
@brianmitchellmp
@mdmabsentminded
@zinoviev1
@ksyd2015
@cayteya
@crjaredcassidy

Top Mentioned in G5:
@ryandetrick
@jessefelder
@lplresearch
@dimartinobooth
@cordovatrades
@openoutcrier
@4awesometweet
@tavicosta
@brandonvanzee
@jonbontrader

Top Mentioned in G6:
@theglobalprior1
@wamagaisa
@mentorshipzim

Top Mentioned in G7:
@realdonaldtrump
@pcttimber
@mike_pence
@cnn
@trumpwarroom
@whitehouse
@jimcramer
@kmbappe
@tyler_adams14
@rbleipzig_fr

Top Mentioned in G8:
@johnnydollar01

Top Mentioned in G9:
@derekjames150
@yougov
@lulubella_r

Top Mentioned in G10:
@efosaojomo
@asemota

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@cryptotraderpro
@market_screener
@sectest9
@consumerfeed
@jurylady5
@marcodacostafx
@pairsonnalitesu
@pairsonnalitesa
@watchlistn

Top Tweeters in G1:
@market_screener
@consumerfeed
@pairsonnalitesu
@pairsonnalitesa
@watchlistn
@zolmaxnews
@politicalhedge
@yoshiki7111
@stigmabase
@dispatchtribune

Top Tweeters in G2:
@ldga123456
@normandearmond
@sandricsak
@gritchkittie
@rrveggie
@beachkatie
@ldwlnwhmadyxnfl
@lovepurple7678
@pam78701
@laurafortified

Top Tweeters in G3:
@oldlady12345
@debrammason1
@patriot_girl_tx
@pmgeezer
@eyegloarts
@connnutmeg
@joekoffee
@cblazblaz
@tres444
@cbinflux

Top Tweeters in G4:
@jurylady5
@geoffrey_payne
@ketaminh
@slsandpet
@fedupofpollys
@lyndsayfarlow
@roseannebyrne
@cscviews
@pedwards2014
@43a6f0ce5dac4ea

Top Tweeters in G5:
@marcodacostafx
@whittypics
@katakiuchin
@openoutcrier
@dimartinobooth
@macronomics1
@qtrresearch
@schuldensuehner
@pipsnticks
@garykaltbaum

Top Tweeters in G6:
@sharonhoole
@wamagaisa
@cazawaty
@nzoujnr
@villageboi19
@tafasha
@profjnmoyo
@seanmzwasibanda
@tapz97
@chiefkmasimba

Top Tweeters in G7:
@thehill
@business
@cnbc
@therickwilson
@cnn
@cnnpolitics
@trinareyes
@katdelt
@verobrunati
@beinsportsusa

Top Tweeters in G8:
@miltonespinozaf
@laridor1
@lonestartxmary
@meedgeknowsbest
@4annegs
@eliz_hightower
@vhalen67
@angietink
@reenit
@fibarda

Top Tweeters in G9:
@quangels
@artemitzi
@neutralbrit
@mortimer4kim
@pw_pwd
@reggaecrisp1
@candybrazao
@donaldjudge
@kv654321
@cogglemaggie

Top Tweeters in G10:
@sinzubaba
@asemota
@morolongza
@ovigho
@feranmiog
@luda_flo
@deboodulana
@africatechie
@iserve2050
@marchesdelodie