market research, Twitter, 11/16/2019 2:33:34 AM, 216542


FAQ | Problem?

market research_2019-11-15_18-10-51.xlsx
market research_2019-11-15_18-10-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 16, 2019
Short Description:
market research via NodeXL http://bit.ly/2Qor2Tr
@business
@akinlabiwal
@realdonaldtrump
@eboayodeji
@forexcom
@ariful7079
@mdshahjahanhos3
@smarter1seo
@dwade02058308
@potus

Top hashtags:
#trading
#forex
#daytrading
#featured
#marketresearch
#research
#eurusd

Description:
Description
The graph represents a network of 4,413 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 Saturday, 16 November 2019 at 02:12 UTC.

The requested start date was Friday, 15 November 2019 at 01:01 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, 17-hour, 35-minute period from Wednesday, 13 November 2019 at 07:25 UTC to Friday, 15 November 2019 at 01:00 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 : 4413
Unique Edges : 3918
Edges With Duplicates : 2140
Total Edges : 6058
Number of Edge Types : 3
Replies to : 377
Mentions : 2664
Tweet : 3017
Self-Loops : 3017
Reciprocated Vertex Pair Ratio : 0.0245221781464118
Reciprocated Edge Ratio : 0.0478704681450194
Connected Components : 2026
Single-Vertex Connected Components : 1238
Maximum Vertices in a Connected Component : 65
Maximum Edges in a Connected Component : 179
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.038645
Graph Density : 0.000145915625945678
Modularity : 0.578498
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,413 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 Saturday, 16 November 2019 at 02:12 UTC.

The requested start date was Friday, 15 November 2019 at 01:01 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, 17-hour, 35-minute period from Wednesday, 13 November 2019 at 07:25 UTC to Friday, 15 November 2019 at 01:00 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[31] https://www.fiverr.com/walex_consult/create-you-a-professional-business-plan?context_referrer=user_page&ref_ctx_id=54063db4-61ec-461c-bf19-5bf105a240fd&pckg_id=1&pos=1&seller_online=true
[18] https://www.fiverr.com/mcwilliam/write-a-startup-business-plan-or-business-proposal-market-research
[17] https://www.fiverr.com/s2/f37d4441bd
[14] https://www.fxdd.com/mt/en/market-analysis-and-research/wave-analysis/eur-usd-downtrend-channel-aims-at-10940-and-786-fib-2019-11-13
[13] https://www.fxdd.com/mt/en/market-analysis-and-research/video-analysis/eur-usd-and-gbp-usd-analysis-setups-13-15-nov-19-2019-11-13
[13] https://www.fxdd.com/mt/en/market-analysis-and-research/wave-analysis/gbp-usd-triangle-pattern-favors-bullish-breakout-to-130-2019-11-14
[13] https://www.fxdd.com/mt/en/market-analysis-and-research/price-action/usd-jpy-bearish-swing-possible-on-daily-timeframe-2019-11-14
[12] https://siliconangle.com/2019/11/06/heres-why-a-voice-feature-is-the-best-market-research-tool-comcastinnovation/
[12] https://www.fxdd.com/mt/en/market-analysis-and-research/video-analysis/eur-usd-gbp-usd-technical-analysis-november-14-19-2019-11-14
[12] https://www.fiverr.com/ariful7079/do-market-research-and-find-contact-email-address

Top URLs in Tweet in G1:
[17] https://www.fiverr.com/s2/f37d4441bd
[10] https://www.ameriprise.com/research-market-insights/financial-articles/insurance-estate-planning/get-the-most-out-of-medicare-open-enrollment/?dac=no&CID=gs_nov2019_medicare
[8] https://instars.com/
[8] http://bit.ly/36sQ4GS
[7] https://www.forbes.com/sites/forbesbusinesscouncil/2019/11/14/four-vital-aspects-of-market-research-most-entrepreneurs-forget/?utm_source=dlvr.it&utm_medium=twitter
[6] Market
[5] https://www.rte.ie/news/business/2019/1113/1090537-esri-housing-research/
[5] https://sportnews.blogdady.com/billiard-marketplace-research-international-alternatives-income-call-for-and-geographical-forecast-to-2024/
[5] https://www.meritforex.com/en/research/market-notes?utm_source=Twitter&utm_medium=Post&utm_campaign=News_141119&utm_term=103
[5] https://www.marketwatch.com/press-release/caprolactam-market-2019-size-share-leading-players-business-boosting-strategies-trends-comprehensive-research-study-and-forecast-to-2022-2019-10-25

Top URLs in Tweet in G2:
[2] https://trib.al/1igBvGP
[1] https://twitter.com/i/web/status/1194516506933157888
[1] https://twitter.com/i/web/status/1194928912683487232

Top URLs in Tweet in G3:
[31] https://www.fiverr.com/walex_consult/create-you-a-professional-business-plan?context_referrer=user_page&ref_ctx_id=54063db4-61ec-461c-bf19-5bf105a240fd&pckg_id=1&pos=1&seller_online=true
[18] https://www.fiverr.com/mcwilliam/write-a-startup-business-plan-or-business-proposal-market-research
[6] http://www.fiverr.com/138639628?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=VYYazY
[1] https://www.fiverr.com/users/walex_consult/manage_gigs/create-you-a-professional-business-plan/edit

Top URLs in Tweet in G4:
[12] https://www.fiverr.com/ariful7079/do-market-research-and-find-contact-email-address
[8] https://www.fiverr.com/smarter1seo/do-best-competitor-analysis-or-market-research
[1] https://twitter.com/i/web/status/1195090150256259082
[1] https://twitter.com/i/web/status/1194583289945894915
[1] https://twitter.com/i/web/status/1194787485580181504
[1] https://twitter.com/i/web/status/1194749227609423872
[1] https://twitter.com/i/web/status/1194730159481524230
[1] https://twitter.com/i/web/status/1194674568578977794
[1] https://twitter.com/i/web/status/1194643482234806273
[1] https://twitter.com/i/web/status/1194603224159813632

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1194942838968115201
[1] https://twitter.com/i/web/status/1194972115721687041
[1] https://twitter.com/i/web/status/1194546277163380736
[1] https://ec.europa.eu/digital-single-market/en/news/interview-donatella-castelli-virtual-research-environments-supporting-blue-growth
[1] https://ec.europa.eu/digital-single-market/en/news/building-roadmap-inventing-batteries-future
[1] https://ec.europa.eu/digital-single-market/events/cf/european-research-and-innovation-days/programme.cfm?id=452&day=24
[1] https://flickr.com/photos/184602925@N02/albums
[1] https://ec.europa.eu/digital-single-market/en/fet-flagships

Top URLs in Tweet in G7:
[14] https://www.fxdd.com/mt/en/market-analysis-and-research/wave-analysis/eur-usd-downtrend-channel-aims-at-10940-and-786-fib-2019-11-13
[13] https://www.fxdd.com/mt/en/market-analysis-and-research/video-analysis/eur-usd-and-gbp-usd-analysis-setups-13-15-nov-19-2019-11-13
[13] https://www.fxdd.com/mt/en/market-analysis-and-research/wave-analysis/gbp-usd-triangle-pattern-favors-bullish-breakout-to-130-2019-11-14
[13] https://www.fxdd.com/mt/en/market-analysis-and-research/price-action/usd-jpy-bearish-swing-possible-on-daily-timeframe-2019-11-14
[12] https://www.fxdd.com/mt/en/market-analysis-and-research/video-analysis/eur-usd-gbp-usd-technical-analysis-november-14-19-2019-11-14
[11] https://www.fxdd.com/mt/en/market-analysis-and-research/price-action/dax-continues-with-uptrend-while-above-13133-2019-11-13
[8] https://www.forex.com/en-uk/market-analysis/latest-research/the-aussie-tanks-on-weak-employment-report/
[6] https://www.forex.com/en/market-analysis/latest-research/us-cpi-a-nonevent-powell-up-next/
[5] https://www.forex.com/en-uk/market-analysis/latest-research/eurnok-failure-bullish-breakout-more-potential-longs-unwinding/
[4] https://www.forex.com/en/market-analysis/latest-research/fed-guides-traders-to-expect-no-change-in-rates-through-december-2020/

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1194976761198440450
[1] https://twitter.com/i/web/status/1194299983320608769

Top URLs in Tweet in G9:
[2] https://www.insightsassociation.org/article/accelerated-speed-market-how-ai-changing-market-research
[1] https://twitter.com/i/web/status/1195084235473915905
[1] https://www.georgiacenter.uga.edu/courses/market-research/working-with-secondary-data
[1] https://twitter.com/i/web/status/1195041968147091459
[1] https://www.globenewswire.com/news-release/2019/11/13/1946428/0/en/Global-AI-Chip-Market-to-Garner-91-18-Billion-by-2025-at-45-2-CAGR-Says-Allied-Market-Research.html
[1] https://www.prnewswire.com/news-releases/flat-panel-display-market-to-reach-189-60-bn-globally-by-2026--at-6-10-cagr-allied-market-research-300957447.html
[1] https://twitter.com/i/web/status/1194858893320413184
[1] https://www.prnewswire.com/news-releases/heat-exchangers-market-to-reach-29-31-bn-globally-by-2026-at-7-2-cagr-allied-market-research-300957347.html
[1] https://twitter.com/i/web/status/1194859519483887616
[1] https://www.globenewswire.com/news-release/2019/03/05/1747957/0/en/Global-Waste-Management-Market-to-Reach-484-9-Billion-by-2025-at-6-0-CAGR-Says-Allied-Market-Research.html

Top URLs in Tweet in G10:
[12] https://siliconangle.com/2019/11/06/heres-why-a-voice-feature-is-the-best-market-research-tool-comcastinnovation/
[1] http://www.usfunds.com/investor-library/frank-talk/chinas-ultra-wealthy-are-dominating-the-global-luxury-market/#.Xc1l6NVKhpg
[1] https://twitter.com/i/web/status/1194593076888518658
[1] https://twitter.com/i/web/status/1194589476418252802

Top Domains
Top Domains in Tweet in Entire Graph:
[1732] twitter.com
[112] fiverr.com
[87] fxdd.com
[84] co.uk
[83] marketwatch.com
[81] google.com
[74] forex.com
[69] whatech.com
[64] wordpress.com
[32] linkedin.com

Top Domains in Tweet in G1:
[1074] twitter.com
[80] marketwatch.com
[74] google.com
[68] co.uk
[54] wordpress.com
[29] fiverr.com
[24] linkedin.com
[18] blogspot.com
[17] einnews.com
[14] ameriprise.com

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

Top Domains in Tweet in G3:
[56] fiverr.com

Top Domains in Tweet in G4:
[21] fiverr.com
[8] twitter.com

Top Domains in Tweet in G6:
[4] europa.eu
[3] twitter.com
[1] flickr.com

Top Domains in Tweet in G7:
[87] fxdd.com
[72] forex.com
[29] twitter.com

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

Top Domains in Tweet in G9:
[5] twitter.com
[3] insightsassociation.org
[2] globenewswire.com
[2] prnewswire.com
[1] uga.edu
[1] emerj.com
[1] researchworld.com

Top Domains in Tweet in G10:
[12] siliconangle.com
[2] twitter.com
[1] usfunds.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[89] trading
[83] forex
[74] daytrading
[65] featured
[58] marketresearch
[54] research
[44] eurusd
[43] gbpusd
[39] market
[33] forexsignals



Top Hashtags in Tweet in G1:
[30] marketresearch
[28] market
[26] research
[25] pay
[23] business
[11] marketing
[10] forex
[10] mrx
[9] industry
[8] trends

Top Hashtags in Tweet in G4:
[4] seo
[4] digitalmarketing
[4] competition
[4] analysis
[1] democratfakeimpeachment
[1] impeachmentshamhearings

Top Hashtags in Tweet in G6:
[6] research
[5] eosc
[5] oceans
[5] europe
[5] climatechange
[5] marineresearch
[5] blueconomy
[2] brussels
[2] ridayseu
[2] shift2rail

Top Hashtags in Tweet in G7:
[86] trading
[73] forex
[72] daytrading
[44] eurusd
[42] gbpusd
[33] forexsignals
[32] fxdd
[28] elitecurrensea
[15] usdjpy
[14] fx

Top Hashtags in Tweet in G9:
[5] marketresearch
[4] mrx
[4] ai
[3] insights
[2] artificialintelligence
[2] machinelearning
[1] data
[1] analytics
[1] artificalintelligence
[1] aichip

Top Hashtags in Tweet in G10:
[3] 30daysofthreads

Top Words
Top Words in Tweet in Entire Graph:
[3059] Words in Sentiment List#1: Positive
[1278] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[92882] Non-categorized Words
[97219] Total Words
[3870] market
[3203] research
[744] global
[650] report
[649] 2019

Top Words in Tweet in G1:
[2055] market
[1514] research
[543] global
[462] 2019
[425] report
[283] 2025
[268] analysis
[247] industry
[246] growth
[244] size

Top Words in Tweet in G2:
[113] s
[66] research
[66] u
[65] business
[49] new
[49] finds
[49] quality
[49] jobs
[49] eroded
[49] lower

Top Words in Tweet in G3:
[79] business
[79] market
[79] research
[73] plans
[71] akinlabiwal
[42] lovely
[42] incredible
[42] contact
[42] wont
[42] regret

Top Words in Tweet in G4:
[18] research
[15] market
[13] service
[12] exclusive
[9] realdonaldtrump
[9] check
[9] out
[4] 1
[4] search
[4] engine

Top Words in Tweet in G5:
[91] rates
[86] bills
[50] eboayodeji
[49] market
[43] nigerian
[43] treasury
[43] primary
[43] auction
[43] result
[43] today

Top Words in Tweet in G6:
[31] joint
[31] undertakings
[30] euauditors
[27] happy
[27] read
[27] report
[27] great
[27] financial
[27] results
[27] jus

Top Words in Tweet in G7:
[86] #trading
[78] #forex
[72] #daytrading
[63] analysis
[62] forexcom
[50] risk
[44] #eurusd
[42] #gbpusd
[33] #forexsignals
[32] #fxdd

Top Words in Tweet in G8:
[36] global
[36] bitcoin
[36] payment
[36] processor
[36] market
[36] research
[36] report
[36] 2019
[36] 2025
[36] top

Top Words in Tweet in G9:
[10] artificial
[10] intelligence
[9] industry
[9] read
[8] ai
[6] chip
[6] investments
[6] outlook
[6] growth
[6] hacks

Top Words in Tweet in G10:
[29] research
[16] s
[15] market
[12] here
[12] voice
[12] feature
[12] best
[12] tool
[11] siliconangle
[11] chinese

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1399] market,research
[447] research,report
[220] market,2019
[190] report,2019
[171] new,research
[137] grand,view
[137] view,research
[137] research,inc
[132] 2019,2025
[128] market,size

Top Word Pairs in Tweet in G1:
[658] market,research
[334] research,report
[157] market,2019
[136] report,2019
[131] research,inc
[131] grand,view
[131] view,research
[115] market,size
[86] 2025,grand
[82] 2019,2025

Top Word Pairs in Tweet in G2:
[66] u,s
[49] new,research
[49] research,finds
[49] finds,quality
[49] quality,jobs
[49] jobs,u
[49] s,eroded
[49] eroded,lower
[49] lower,wage
[49] wage,less

Top Word Pairs in Tweet in G3:
[79] market,research
[73] business,plans
[73] plans,market
[42] lovely,incredible
[42] incredible,business
[42] research,contact
[42] contact,wont
[42] wont,regret
[41] akinlabiwal,lovely
[41] regret,https

Top Word Pairs in Tweet in G4:
[14] market,research
[12] exclusive,market
[12] research,service
[9] check,out
[4] search,engine
[4] engine,optimization
[4] optimization,#seo
[4] #seo,#digitalmarketing
[4] #digitalmarketing,#competition
[4] #competition,#analysis

Top Word Pairs in Tweet in G5:
[43] nigerian,treasury
[43] treasury,bills
[43] bills,primary
[43] primary,market
[43] market,auction
[43] auction,result
[43] result,today
[43] today,13
[43] 13,nov
[43] nov,19

Top Word Pairs in Tweet in G6:
[31] joint,undertakings
[27] happy,read
[27] read,euauditors
[27] euauditors,report
[27] report,great
[27] great,financial
[27] financial,results
[27] results,joint
[27] undertakings,jus
[27] jus,front

Top Word Pairs in Tweet in G7:
[73] #trading,#forex
[59] #forex,#daytrading
[33] #daytrading,#forexsignals
[30] wave,analysis
[30] analysis,#trading
[29] '19,video
[28] #eurusd,#gbpusd
[28] video,#trading
[28] #fxdd,#elitecurrensea
[28] #elitecurrensea,trading

Top Word Pairs in Tweet in G8:
[36] global,bitcoin
[36] bitcoin,payment
[36] payment,processor
[36] processor,market
[36] market,research
[36] research,report
[36] report,2019
[36] 2019,2025
[36] 2025,top
[36] top,key

Top Word Pairs in Tweet in G9:
[8] artificial,intelligence
[6] intelligence,chip
[6] chip,investments
[6] investments,industry
[6] industry,outlook
[6] outlook,growth
[6] growth,hacks
[6] hacks,money
[6] money,makers
[6] makers,read

Top Word Pairs in Tweet in G10:
[15] market,research
[12] here,s
[12] s,voice
[12] voice,feature
[12] feature,best
[12] best,market
[12] research,tool
[11] siliconangle,here
[11] chinese,research
[11] research,scientists

Top Replied-To
Top Replied-To in Entire Graph:
@grimkim
@realdonaldtrump
@eboayodeji
@essaywritin_usa
@promofiverrgigs
@tanya2rl
@guineyr
@ingrahamangle
@repdianadegette
@jake_pryszlak

Top Replied-To in G1:
@frost_sullivan
@kyambogou

Top Replied-To in G2:
@business

Top Replied-To in G4:
@realdonaldtrump
@theellenshow
@guardian
@truthinitiative
@teampelosi
@atrupar
@kimkardashian
@kyliejenner
@nysmom4kiddos
@gamerdave69

Top Replied-To in G5:
@eboayodeji
@amanesik
@baasaleh
@bboason

Top Replied-To in G8:
@tron_squad

Top Mentioned
Top Mentioned in Entire Graph:
@akinlabiwal
@business
@forexcom
@eboayodeji
@into_research
@tron_squad
@fxdd
@euauditors
@agentsaffron
@moedas

Top Mentioned in G1:
@into_research
@gfradelos
@catalyst4fitnes
@theafricamentor
@specifiedby
@powermetres
@govshop
@trashpocket3
@itasif
@infosechotspot

Top Mentioned in G2:
@business

Top Mentioned in G3:
@akinlabiwal
@samuelo30949837
@henryontop3257

Top Mentioned in G4:
@realdonaldtrump
@potus
@acscan
@lungassociation
@american_heart
@tobaccofreekids
@ameracadpeds
@caviabella
@skims
@franklingraham

Top Mentioned in G5:
@eboayodeji
@afrinvest
@afr_research
@finplankaluaja1
@ctvtempili
@bboason
@baasaleh
@akinolaij

Top Mentioned in G6:
@euauditors
@moedas
@futuretecheu
@joguco
@euscienceinnov
@2030battery
@innorail_2019
@carlusbo
@bluecloudeu
@bluebridgevres

Top Mentioned in G7:
@forexcom
@fxdd
@mwellerfx
@tarantulafx
@elitecurrensea

Top Mentioned in G8:
@tron_squad
@hilmanpra

Top Mentioned in G9:
@jimmyshergil13
@infotools
@mrii_uga
@insightsmrx
@amsrs_au
@emerj
@georgiacenter
@stanfordhai
@officeforai
@nordicinst

Top Mentioned in G10:
@siliconangle
@chinadaily
@thegladiatorhc
@usfunds
@whutthehale

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@market_screener
@pairsonnalites
@robinsnewswire
@rlthingy
@pairsonnalitesu
@pairsonnalitesa
@marcodacostafx
@loupo85
@nosqldigest

Top Tweeters in G1:
@market_screener
@pairsonnalites
@robinsnewswire
@rlthingy
@pairsonnalitesu
@pairsonnalitesa
@dakotafinancial
@fainformazione
@politicalhedge
@stigmabase

Top Tweeters in G2:
@marcodacostafx
@faby_nava77
@jhamby
@business
@gonzalobarria
@carolforden
@irlandia
@kevinaudigier
@jlangwood
@beeeender

Top Tweeters in G3:
@dordimkod
@investmentgoals
@thefijilagoon
@smartsolucoes7
@d3kerskrr
@enriquesouza0
@eunidice_diosa
@csmalville
@oluwafunke_ojo
@quieroseguiros

Top Tweeters in G4:
@guardian
@tammywalt61
@washingtonpost
@elianatrue
@fcbarcelona
@sassylassee
@foxandfriends
@actufoot_
@atrupar
@kylegriffin1

Top Tweeters in G5:
@eldivyn
@citizen_iq
@kilonpop
@bboason
@alpha_son
@zubillionaire
@baasaleh
@obi_che
@quansimodo
@joshomaiye

Top Tweeters in G6:
@scieducation1
@euscienceinnov
@ggagliardi59
@rodrigo_gutdom
@luciainigo_cdti
@leobrincat
@fet_eu
@eu_h2020
@futuretecheu
@ziakask

Top Tweeters in G7:
@toushi_like
@dirtmeister
@forexcom
@bongani20994708
@clubfmphilly
@mwellerfx
@darkarminvx
@ignis_envy
@clown_1983
@tarantulafx

Top Tweeters in G8:
@tron_squad
@sweetcha69
@hearty_206
@loong111
@trevtron4
@alexover13
@bruski4six4
@ijulliansyah
@hilmanpra
@vhenividi

Top Tweeters in G9:
@evankirstel
@rvp
@ssxman2
@spirosmargaris
@ipfconline1
@kirkdborne
@jayeshmthakur
@technojeder
@ahier
@antgrasso

Top Tweeters in G10:
@oldlady12345
@sufiy
@tuija_tuijam
@ladylisadcantu1
@antounh
@stevens10liz
@starchyarchie
@sahara1977513
@chinadaily
@arcange52536129


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.