market research, Twitter, 9/18/2020 11:54:03 AM, 235398


FAQ | Problem?

market research_2020-09-18_04-16-20.xlsx
market research_2020-09-18_04-16-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 18, 2020
Short Description:
market research via NodeXL https://bit.ly/2RFFSEM
@mdouganlpool
@ppollingnumbers
@nikkihaley
@thestephenralph
@christopherorp1
@richardgcorbett
@davidchapman141
@globalhlthtwit
@almondcoral
@pollwatch2020

Top hashtags:
#brexit
#ai
#redhat
#marketresearch
#research

Description:
Description
The graph represents a network of 7,458 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, 18 September 2020 at 11:29 UTC.

The requested start date was Friday, 18 September 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, 8-hour, 0-minute period from Tuesday, 15 September 2020 at 15:53 UTC to Thursday, 17 September 2020 at 23:53 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 : 7458
Unique Edges : 3693
Edges With Duplicates : 9268
Total Edges : 12961
Number of Edge Types : 5
Retweet : 3865
MentionsInRetweet : 4463
Tweet : 2889
Replies to : 604
Mentions : 1140
Self-Loops : 2959
Reciprocated Vertex Pair Ratio : 0.0131935047361299
Reciprocated Edge Ratio : 0.0260434056761269
Connected Components : 2310
Single-Vertex Connected Components : 1292
Maximum Vertices in a Connected Component : 1150
Maximum Edges in a Connected Component : 2377
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.738416
Graph Density : 0.000107706099937667
Modularity : 0.513455
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 7,458 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, 18 September 2020 at 11:29 UTC.

The requested start date was Friday, 18 September 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, 8-hour, 0-minute period from Tuesday, 15 September 2020 at 15:53 UTC to Thursday, 17 September 2020 at 23:53 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:
[11] http://www.fiverr.com/169422106?utm_campaign=gigs_show&utm_medium=shared&utm_source=copy_link&utm_term=r3yrPr
[10] https://www.forex.com/en/market-analysis/latest-research/the-fed-sees-interest-rates-at-0-through-2023-what-does-that-mean-for-the-us-dollar/
[10] https://www.asx.com.au/asx/share-price-research/company/OLL
[10] https://www.tradingview.com/symbols/ASX-OLL/
[8] https://seekingalpha.com/instablog/52496833-agni-research/5497965-lexagene-set-to-disrupt-veterinary-diagnostics-market
[8] http://redhat.com/en/about/press-releases/red-hat-named-leader-independent-research-firm-multicloud-container-development-platforms-evaluation?sc_cid=701f2000000txokAAA&utm_source=bambu&utm_medium=social&utm_campaign=abm
[7] https://www.onlineev.com/2020/09/15/electric-truck-market-worth-1-89-billion-by-2027-allied-market-research/
[7] https://lplresearch.com/2020/09/17/market-update-thu-sept-17-2020-lpl-financial-research/
[7] https://lplresearch.com/2020/09/16/market-update-wed-sept-16-2020-lpl-financial-research/
[7] https://www.forex.com/en/market-analysis/latest-research/16-09-us-pre-open/

Top URLs in Tweet in G1:
[5] https://lplresearch.com/2020/09/17/market-update-thu-sept-17-2020-lpl-financial-research/
[4] https://lplresearch.com/2020/09/15/market-update-tue-sept-15-2020-lpl-financial-research/
[4] https://www.researchandmarkets.com/
[3] https://mrdashboard.com/index.php/marketing-analysis-report-structure-for-market-research/
[3] https://gnghockey.com/2020/09/16/design-thinking-software-market-is-thriving-worldwide-by-capgemini-hcl-technologies-ge-netflix-virgin-atlantic-ibm-barclays-pepsico/
[3] http://www.topnewscorner.com/
[3] https://www.mpi-europe.com/bookings-checkout/mifid-research-solutions
[3] https://lplresearch.com/2020/09/16/market-update-wed-sept-16-2020-lpl-financial-research/
[2] https://express.co.uk/
[2] https://www.express.co.uk/news/world/1335700/China-coronavirus-cover-up-scientist-military-lab-wet-market-where-did-coronavirus-start

Top URLs in Tweet in G2:
[1] https://twitter.com/_kaizeus/status/1306466339129716737
[1] https://twitter.com/i/web/status/1306477819526930434

Top URLs in Tweet in G3:
[1] https://www.nationalreview.com/2020/09/free-market-capitalism-best-for-poor/?utm_source=Sailthru&utm_medium=email&utm_campaign=NR%20Daily%20Monday%20through%20Friday%202020-09-09&utm_term=NRDaily-Smart

Top URLs in Tweet in G4:
[2] https://www.liverpool.ac.uk/media/livacuk/law/2-research/eull/UKIM,Briefing,Paper,-,Prof,Michael,Dougan,15,September,2020.pdf
[1] https://www.liverpool.ac.uk/law/research/eu-law-at-liverpool/reports-and-briefing-papers/
[1] https://twitter.com/mdouganlpool/status/1306253657302806530

Top URLs in Tweet in G6:
[4] http://localgeniusmarketing.com/marketresearch
[2] https://ec.europa.eu/digital-single-market/en/artificial-intelligence
[1] https://www.eurotech.com/en/news/eurotech-among-best-in-class-iot-platforms-based-on-open-source-2020-pac-radar
[1] https://twitter.com/i/web/status/1306548398124720128
[1] https://www.everestgrp.com/2019-05-the-rpa-software-market-continues-to-experience-exponential-growth-market-insights-50106.html/
[1] https://twitter.com/i/web/status/1306050300684492801
[1] https://www.sitsi.com/search-page?criteria_filters_per_page=50&criteria_filters_changed_from=2018-01-01&criteria_filters_sort=field_date_of_publication&criteria_filters_field_words_of_classification_cr=6612,6651,6652,6653,6654,6655,13254,6656,15385,6657,6659,6662,6663,6665,6666,6667,6668,6669,6670,6671,6672,12786,6664
[1] https://www.iaop.org/gov20
[1] https://nationalcybersecuritynews.today/mobilesecurity-android-iphone-digital-security-market-research-report-2019-analysis-and-forecast-to-2023/
[1] https://twitter.com/i/web/status/1306040409525760000

Top URLs in Tweet in G7:
[2] https://static1.squarespace.com/static/5e28be4ccb16eb0aa6496c31/t/5f63bfb16df1f00995cbfc5f/1600372676500/National+Presidential+Poll+V10+-+FINAL+to+PUBLISH.pdf
[1] https://twitter.com/i/web/status/1306717328974008320
[1] https://twitter.com/PinkNews/status/1306019215145664513
[1] https://www.uswheat.org/wheatletter/dependable-people-a-spotlight-on-the-south-dakota-wheat-commission/

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1306140474772684800

Top URLs in Tweet in G9:
[8] http://redhat.com/en/about/press-releases/red-hat-named-leader-independent-research-firm-multicloud-container-development-platforms-evaluation?sc_cid=701f2000000txokAAA&utm_source=bambu&utm_medium=social&utm_campaign=abm
[7] https://www.redhat.com/en/about/press-releases/red-hat-named-leader-independent-research-firm-multicloud-container-development-platforms-evaluation?sc_cid=701f2000000tyBjAAI
[1] https://www.marchex.com/blog/marchex-cited-as-a-top-sales-engagement-vendor-by-forrester/?utm_medium=social&utm_source=twitter&utm_campaign=2020-09-forrester-wave-report-blog&utm_term=organic&utm_content=blog
[1] https://twitter.com/RedHat/status/1305918813016338440

Top URLs in Tweet in G10:
[3] https://gulfnews.com/world/coronavirus-did-not-jump-from-wuhans-seafood-market-heres-the-evidence-1.1586936434717
[1] https://twitter.com/i/web/status/1306695559223406594
[1] https://twitter.com/i/web/status/1306687611780571136
[1] https://twitter.com/i/web/status/1306480080453951489
[1] https://twitter.com/i/web/status/1306432887323987968
[1] https://twitter.com/i/web/status/1306399758207062017
[1] https://twitter.com/i/web/status/1306324629187973120
[1] https://twitter.com/i/web/status/1306269354258882565
[1] https://twitter.com/i/web/status/1306255096968339460
[1] https://www.prnewswire.com/news-releases/adp-research-institute-report-reveals-the-gig-workforce-is-filling-a-void-in-the-tight-labor-market-300998593.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1330] twitter.com
[345] google.com
[221] morganstanley.com
[98] wordpress.com
[98] marketwatch.com
[54] forex.com
[45] co.uk
[43] lplresearch.com
[36] tifia.com
[30] linkedin.com

Top Domains in Tweet in G1:
[742] twitter.com
[342] google.com
[219] morganstanley.com
[96] marketwatch.com
[78] wordpress.com
[20] blogspot.com
[19] linkedin.com
[18] co.uk
[15] globenewswire.com
[14] einnews.com

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

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

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

Top Domains in Tweet in G6:
[11] twitter.com
[5] europa.eu
[4] localgeniusmarketing.com
[3] nationalcybersecuritynews.today
[3] okt.to
[2] medium.com
[1] eurotech.com
[1] everestgrp.com
[1] sitsi.com
[1] iaop.org

Top Domains in Tweet in G7:
[2] squarespace.com
[2] twitter.com
[1] uswheat.org

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

Top Domains in Tweet in G9:
[15] redhat.com
[1] marchex.com
[1] twitter.com

Top Domains in Tweet in G10:
[13] twitter.com
[3] gulfnews.com
[1] prnewswire.com
[1] jo20.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[183] brexit
[106] ai
[70] redhat
[64] marketresearch
[56] research
[51] business
[43] covid19
[42] investors
[34] mrx
[32] retailgoldinsights



Top Hashtags in Tweet in G1:
[32] marketresearch
[27] research
[15] market
[15] ai
[14] business
[13] mrx
[12] marketing
[11] covid19
[10] rpa
[10] automation

Top Hashtags in Tweet in G5:
[179] brexit

Top Hashtags in Tweet in G6:
[11] mobilesecurity
[11] android
[11] iphone
[7] ai
[5] iot
[5] marketresearch
[5] kapsarc
[4] opensource
[4] analytics
[4] rpa

Top Hashtags in Tweet in G7:
[1] uswheat
[1] uswturns40

Top Hashtags in Tweet in G8:
[4] brexit

Top Hashtags in Tweet in G9:
[70] redhat
[25] container
[20] developers
[10] openshift
[4] multicloud
[3] kubernetes
[1] salesengagement
[1] sales
[1] tech
[1] lifeatredhat

Top Hashtags in Tweet in G10:
[1] sondaggio
[1] presidente
[1] bidenharrislandslide2020
[1] bidenharristosaveamerica
[1] voteblue

Top Words
Top Words in Tweet in Entire Graph:
[5400] market
[4829] research
[1171] global
[796] 2020
[625] report
[537] one
[519] know
[491] working
[476] company
[461] uk

Top Words in Tweet in G1:
[1881] market
[1573] research
[769] global
[513] 2020
[390] report
[351] 2025
[311] industry
[248] analysis
[241] size
[238] growth

Top Words in Tweet in G2:
[449] research
[446] almondcoral
[385] yg
[384] hello
[384] siapapun
[384] nulis
[384] ini
[384] working
[384] field
[384] know

Top Words in Tweet in G3:
[397] poor
[396] capitalism
[395] one
[395] biggest
[395] lies
[395] modern
[395] politics
[395] hurts
[395] opposite
[395] true

Top Words in Tweet in G4:
[279] briefing
[279] internal
[279] market
[279] bill
[278] paper
[278] implications
[273] uk
[273] devolution
[273] scotland
[273] wales

Top Words in Tweet in G5:
[179] #brexit
[179] ain
[179] promised
[179] costly
[179] job
[179] destroying
[179] damages
[179] british
[179] interests
[179] attenuate

Top Words in Tweet in G6:
[151] market
[147] research
[107] global
[101] antgrasso
[100] 2020
[99] related
[98] mckinsey
[98] suggests
[98] automotive
[98] software

Top Words in Tweet in G7:
[204] biden
[194] poll
[133] market
[133] research
[130] targoz
[126] trump
[91] nationally
[87] 46
[84] pollwatch2020
[82] voters

Top Words in Tweet in G8:
[109] market
[108] uk
[102] research
[101] prolific
[101] crowd
[101] work
[101] platform
[101] imposes
[101] hourly
[101] pay

Top Words in Tweet in G9:
[92] market
[90] openshift
[90] both
[70] #redhat
[68] redhat
[67] received
[67] maximum
[67] possible
[67] score
[67] strategy

Top Words in Tweet in G10:
[21] research
[19] market
[16] realdonaldtrump
[11] joebiden
[9] stock
[6] estate
[6] bubble
[6] virus
[4] election
[4] president

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1692] market,research
[401] modern,politics
[401] politics,capitalism
[401] capitalism,hurts
[401] hurts,poor
[401] poor,opposite
[400] one,biggest
[396] biggest,lies
[396] lies,modern
[396] opposite,true

Top Word Pairs in Tweet in G1:
[515] market,research
[283] research,report
[230] market,2020
[221] research,team
[220] important,role
[219] special,edition
[219] edition,podcast
[219] podcast,jessica
[219] jessica,alsford
[219] alsford,head

Top Word Pairs in Tweet in G2:
[384] hello,siapapun
[384] siapapun,yg
[384] yg,nulis
[384] nulis,ini
[384] ini,working
[384] working,research
[384] research,field
[384] field,know
[384] know,big
[384] big,company

Top Word Pairs in Tweet in G3:
[395] one,biggest
[395] biggest,lies
[395] lies,modern
[395] modern,politics
[395] politics,capitalism
[395] capitalism,hurts
[395] hurts,poor
[395] poor,opposite
[395] opposite,true
[395] true,socialism

Top Word Pairs in Tweet in G4:
[279] internal,market
[279] market,bill
[278] briefing,paper
[278] bill,implications
[273] paper,uk
[273] uk,internal
[273] implications,devolution
[273] devolution,scotland
[273] scotland,wales
[272] mdouganlpool,briefing

Top Word Pairs in Tweet in G5:
[179] #brexit,ain
[179] ain,promised
[179] promised,costly
[179] costly,job
[179] job,destroying
[179] destroying,damages
[179] damages,british
[179] british,interests
[179] interests,attenuate
[179] attenuate,damage

Top Word Pairs in Tweet in G6:
[98] mckinsey,research
[98] research,suggests
[98] suggests,global
[98] global,automotive
[98] automotive,related
[98] related,software
[98] software,market
[98] market,roughly
[98] roughly,double
[98] double,between

Top Word Pairs in Tweet in G7:
[132] market,research
[130] targoz,market
[111] research,poll
[91] biden,nationally
[87] trump,46
[81] poll,targoz
[81] poll,shows
[81] shows,biden
[81] nationally,voters
[81] voters,biden

Top Word Pairs in Tweet in G8:
[102] market,research
[101] prolific,uk
[101] uk,crowd
[101] crowd,work
[101] work,platform
[101] platform,market
[101] research,imposes
[101] imposes,hourly
[101] hourly,pay
[101] pay,floor

Top Word Pairs in Tweet in G9:
[67] received,maximum
[67] maximum,possible
[67] possible,score
[67] score,both
[67] both,strategy
[67] strategy,market
[67] market,presence
[66] results,#redhat
[59] #redhat,openshift
[59] openshift,received

Top Word Pairs in Tweet in G10:
[8] stock,market
[7] market,research
[6] estate,bubble
[3] research,confirmed
[3] confirmed,greenspan
[3] greenspan,bernanke
[3] bernanke,2005
[3] 2005,assertions
[3] assertions,estate
[3] bubble,impossible

Top Replied-To
Top Replied-To in Entire Graph:
@productdive
@stock_market_pr
@ppollingnumbers
@lodging
@dontbeglib
@deloitte
@malpani
@indiehackers
@almondcoral
@market_magician

Top Replied-To in G1:
@justb_brianna
@stpis
@rapidvalue

Top Replied-To in G2:
@almondcoral

Top Replied-To in G7:
@wheatsd

Top Replied-To in G9:
@openshift

Top Replied-To in G10:
@gopleader
@politics_polls
@lindale39160407
@dmalowski1
@ashturtle45
@archkennedy
@hizbkkhan
@swift_ca
@realdonaldtrump
@malinowski

Top Mentioned
Top Mentioned in Entire Graph:
@almondcoral
@nikkihaley
@mdouganlpool
@richardgcorbett
@antgrasso
@globalhlthtwit
@mckinsey
@openshift
@pollwatch2020
@beebomco

Top Mentioned in G1:
@stigmabase
@timetrack29
@catalyst4fitnes
@exchange_space
@gfradelos
@_robking_
@andrea_texas_82
@myprowriters_
@calebgregory304
@hschendera

Top Mentioned in G2:
@almondcoral
@exsleesooman
@bbfixexol

Top Mentioned in G3:
@nikkihaley

Top Mentioned in G4:
@mdouganlpool
@livunislsj

Top Mentioned in G5:
@richardgcorbett
@mdouganlpool

Top Mentioned in G6:
@antgrasso
@mckinsey
@digitalnstream
@everestgroup
@ncsventures
@dsmeu
@kapsarc
@eurotechfan
@claudiomkd
@teknow_group

Top Mentioned in G7:
@pollwatch2020
@davidchapman141
@uswheatassoc
@baruchkogan
@wheatsd
@ppollingnumbers
@bishop_gains

Top Mentioned in G8:
@globalhlthtwit
@mdouganlpool
@richardgcorbett

Top Mentioned in G9:
@openshift
@redhat
@forrester
@ibm
@marchex
@redhatemea

Top Mentioned in G10:
@realdonaldtrump
@joebiden
@santasurfing17
@eddisonwalters
@brandonpowe2
@mymanmap
@qriously
@coxstench
@diamondgirl2018
@5klp471

Top Tweeters
Top Tweeters in Entire Graph:
@cryptotraderpro
@vzwsupport
@sectest9
@pairsonnalites
@robinsnewswire
@uber_support
@marcodacostafx
@pairsonnalitesa
@s9tmt
@libertad717

Top Tweeters in G1:
@pairsonnalites
@robinsnewswire
@pairsonnalitesa
@politicalhedge
@crweworld
@pairsonnalitesn
@yoshiki7111
@stigmabase
@billnigh
@mortgage_shop

Top Tweeters in G2:
@snowangja
@mrsjohnnysuh
@wookxian
@ctzenwol
@relxnv
@rezaazalea
@haer1109_
@rianovitasan
@chainbubble
@b1tterandsweet

Top Tweeters in G3:
@insdatainter
@laurieannbaker
@ldga123456
@daddylou13
@avibebert
@pauljepaul
@frysbaby
@chappie2010
@billyarnie
@mike71914654

Top Tweeters in G4:
@tighnacoille
@tshep42
@jbwhitesnake
@xraypat
@childofalba
@tartancobweb
@helenyg
@jrtomlinauthor
@uncleprober
@paulstpancras

Top Tweeters in G5:
@s9tmt
@shirleymcbrinn
@catherinemginn
@jackalsbynight
@hacketttom
@rosaselvagem93
@dhothersall
@meallyhen
@ganjasmokercb
@peter_mugridge

Top Tweeters in G6:
@sectest9
@cybersecurityn8
@ilovebooks786
@dariosailor86
@btptechsearch
@hubofml
@wef
@ncsventures
@urfagundem
@robotconsumer

Top Tweeters in G7:
@patriotmarie
@davealvord164
@sammie_snickers
@darylmox
@eh1967
@gcontrarian
@billpostmus
@bluesfan1994
@edieyonson
@bigrfaze

Top Tweeters in G8:
@alizardx
@djsiri
@paulpaul49
@blackamazon
@kingking3107
@vesperuk
@chadstanton
@miftyjackson
@webberc5webber
@zaranosaur

Top Tweeters in G9:
@rosenchild
@conjja
@tmmmarshall
@rexacz
@fideleruuth
@danieloh30
@executivebiz
@ozyind
@cronsilo
@pfuetz

Top Tweeters in G10:
@abc
@sjorolan
@archkennedy
@kutv2news
@masskuroyal
@sidneypowell1
@fivethirtyeight
@dplorablegrzyb1
@joet_2
@diamondgirl2018


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.