marketing research, Twitter, 11/25/2022 11:04:34 AM, 284944


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marketing research_2022-11-25_02-51-53.xlsx
marketing research_2022-11-25_02-51-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2022
Short Description:
marketing research via NodeXL https://bit.ly/3AN6QkD
@besquady
@elonmusk
@instagram
@yesitsme_varsha
@twitter
@dormantwriter01
@ucloudify
@o_fabriciosouza
@greg_alvarez
@proadpostinc

Top hashtags:
#marketing
#research
#essay
#online
#business
#calculus
#nursing

Description:
Description
The graph represents a network of 4,443 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 November 2022 at 10:59 UTC.

The requested start date was Friday, 25 November 2022 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 8-day, 8-hour, 53-minute period from Wednesday, 16 November 2022 at 09:46 UTC to Thursday, 24 November 2022 at 18:39 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 : 4443
Unique Edges : 2965
Edges With Duplicates : 5153
Total Edges : 8118
Number of Edge Types : 5
Retweet : 1646
MentionsInRetweet : 1970
Tweet : 3050
Replies to : 480
Mentions : 972
Self-Loops : 3183
Reciprocated Vertex Pair Ratio : 0.0237475601821731
Reciprocated Edge Ratio : 0.0463933905306641
Connected Components : 1890
Single-Vertex Connected Components : 1214
Maximum Vertices in a Connected Component : 545
Maximum Edges in a Connected Component : 1703
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.167242
Graph Density : 0.000159456370821643
Modularity : 0.465737
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,443 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 November 2022 at 10:59 UTC.

The requested start date was Friday, 25 November 2022 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 8-day, 8-hour, 53-minute period from Wednesday, 16 November 2022 at 09:46 UTC to Thursday, 24 November 2022 at 18:39 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 : marketing 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:
[136] https://crucialessays.com/
[73] https://www.fiverr.com/share/eL5eam
[73] https://www.fiverr.com/share/94X3ge
[73] https://www.fiverr.com/share/poLY2G
[73] https://www.fiverr.com/share/v97g61
[73] https://www.fiverr.com/share/jV0aEV
[60] https://contentmarketinginstitute.com/articles/manufacturing-content-marketing-challenges-research
[49] http://www.pallav.io/13-proven-psychological-tactics-of-conversion-optimization-backed-by-academic-research/
[23] https://twitter.com/messages/compose?recipient_id=854566353608605696
[16] https://twitter.com/messages/compose?recipient_id=1415400345698816006

Top URLs in Tweet in G1:
[85] https://crucialessays.com/
[49] http://www.pallav.io/13-proven-psychological-tactics-of-conversion-optimization-backed-by-academic-research/
[35] https://contentmarketinginstitute.com/articles/manufacturing-content-marketing-challenges-research
[23] https://twitter.com/messages/compose?recipient_id=854566353608605696
[16] https://twitter.com/messages/compose?recipient_id=1415400345698816006
[11] https://contentmarketinginstitute.com/articles/manufacturing-content-marketing-challenges-research?utm_source=dlvr.it&utm_medium=twitter
[10] https://safeassignment.org/
[7] https://digiday.com/marketing/digiday-research-how-marketers-are-using-ai-to-target-ads-recommend-products-and-provide-customer-service/
[6] https://digiday.com/marketing/digiday-research-instagram-wins-over-facebook-for-role-in-brands-holiday-marketing/?utm_source=dlvr.it&utm_medium=twitter
[6] https://api.whatsapp.com/message/2VOWCN7XGCHLG1?autoload=1&app_absent=0

Top URLs in Tweet in G3:
[15] https://www.topbots.com/marketing-ai-research-personalization/
[9] https://link.medium.com/nFn557evbvb
[3] https://web3jobs.so/jobs/remote-marketing-research-analyst-exmocom-22682/?ref=jobboardsearch
[2] https://jobboardsearch.com/redirect?utm_source=twitter&utm_medium=bot&utm_id=jobboarsearch&utm_term=web3jobs.so&rurl=aHR0cHM6Ly93ZWIzam9icy5zby9qb2JzL3JlbW90ZS1tYXJrZXRpbmctcmVzZWFyY2gtYW5kLWluc2lnaHRzLXNlbmlvci1hbmFseXN0LWNpcmNsZS0yMzQ3OC8/cmVmPWpvYmJvYXJkc2VhcmNo
[2] https://dxbapps.com/
[2] https://gudcapital.com/operating-capital-loans-for-daily-business-operations/
[1] https://www.genkii.io/en/listings/1811167-request-experts-experience-in-implementing-web-3-projects
[1] https://www.quirks.com/articles/does-the-marketing-research-industry-have-a-quiet-quitting-problem
[1] https://twitter.com/7gvVyxXWrG9CMrd/status/1594640751173976067?s=20&t=t2dAp7glHOLLIXINDg46iw
[1] https://twitter.com/i/web/status/1595423192276934656

Top URLs in Tweet in G4:
[6] https://www.hec.edu/en/news-room/hec-paris-marketing-research-camp-2022
[3] https://gotogulf.com/PublicSearchView.aspx?Cat_Id=24
[2] https://www.searchenginejournal.com/link-building-dark-side/?utm_content=buffereaec8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://hec-fr.zoom.us/webinar/register/WN_zwyLBz5gTIuUoGoooE9nmg
[2] https://dataskeptic.com/blog/episodes/2022/ad-blockers-effect-on-news-consumption
[2] https://www.searchenginejournal.com/news-seo-keyword-research/470600/
[1] https://www.searchenginejournal.com/news-seo-keyword-research/470600/?utm_content=buffer6f002&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1594149151880749056
[1] https://twitter.com/i/web/status/1594160503303151618
[1] https://twitter.com/i/web/status/1595382908759539715

Top URLs in Tweet in G5:
[1] https://hex.com/
[1] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL2FsdmlhbGl6YWFuaXNhaC9kby1mYWNlYm9vay1wYWdlLWNyZWF0aW9uLWJ1c2luZXNzLXBhZ2Utc2V0dXAtZmItYWRzPw==&uuid=38f1c7b1-69cd-11ed-970b-5a635171586b&vid=

Top URLs in Tweet in G6:
[73] https://www.fiverr.com/share/eL5eam
[73] https://www.fiverr.com/share/94X3ge
[73] https://www.fiverr.com/share/poLY2G
[73] https://www.fiverr.com/share/v97g61
[73] https://www.fiverr.com/share/jV0aEV

Top URLs in Tweet in G7:
[9] https://research.cointelegraph.com/reports/detail/web3-marketing-buzz-or-tech-revolution

Top URLs in Tweet in G8:
[23] https://contentmarketinginstitute.com/articles/manufacturing-content-marketing-challenges-research
[5] https://www.marketingandweb.es/marketing/herramientas-keyword-research-gratis/
[4] https://contentmarketinginstitute.com/articles/b2b-content-marketing-research-trends-statistics
[1] https://www.marketingandweb.es/marketing/herramientas-keyword-research-gratis/?utm_source=contentstudio.io&utm_medium=referral
[1] https://contentmarketinginstitute.com/articles/manufacturing-content-marketing-challenges-research?utm_campaign=Content%20Strategy%202022&utm_content=228866187&utm_medium=social&utm_source=twitter&hss_channel=tw-765210
[1] https://contentmarketinginstitute.com/articles/manufacturing-content-marketing-challenges-research?utm_content=bufferb33fc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1595443311455576064
[1] https://contentmarketinginstitute.com/articles/video-storytelling-research
[1] https://contentmarketinginstitute.com/articles/manufacturing-content-marketing-challenges-research#.Y3istPs9T4o.twitter
[1] https://contentmarketinginstitute.com/articles/manufacturing-content-marketing-challenges-research?utm_source=twitter&utm_medium=post&utm_campaign=seokay&utm_term=contentmarketing&utm_content=knowledge&ref=contenttop25

Top URLs in Tweet in G9:
[1] https://www.pinksale.finance/launchpad/0x98dDF25e4Cb4d505d000531485017b01CD8110a1?chain=BSC

Top Domains
Top Domains in Tweet in Entire Graph:
[408] fiverr.com
[205] twitter.com
[136] crucialessays.com
[94] contentmarketinginstitute.com
[52] digiday.com
[49] pallav.io
[42] google.com
[37] hootsuite.com
[29] co.uk
[28] linkedin.com

Top Domains in Tweet in G1:
[142] twitter.com
[85] crucialessays.com
[52] contentmarketinginstitute.com
[49] pallav.io
[25] digiday.com
[23] linkedin.com
[23] hootsuite.com
[17] whatsapp.com
[15] google.com
[15] fiverr.com

Top Domains in Tweet in G3:
[15] topbots.com
[9] medium.com
[8] martechseries.com
[3] web3jobs.so
[3] twitter.com
[2] jobboardsearch.com
[2] dxbapps.com
[2] gudcapital.com
[1] genkii.io
[1] quirks.com

Top Domains in Tweet in G4:
[8] twitter.com
[8] hec.edu
[5] searchenginejournal.com
[4] cbinsights.com
[3] gotogulf.com
[3] ama.org
[2] zoom.us
[2] digiday.com
[2] dataskeptic.com
[1] rrd.com

Top Domains in Tweet in G5:
[1] hex.com
[1] fiverr.com

Top Domains in Tweet in G6:
[365] fiverr.com

Top Domains in Tweet in G7:
[9] cointelegraph.com

Top Domains in Tweet in G8:
[37] contentmarketinginstitute.com
[6] marketingandweb.es
[1] twitter.com
[1] okt.to

Top Domains in Tweet in G9:
[1] pinksale.finance

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[724] marketing
[344] research
[197] essay
[191] online
[191] business
[189] calculus
[187] nursing
[159] dissertation
[146] math
[135] assignment



Top Hashtags in Tweet in G1:
[367] marketing
[177] research
[133] essay
[112] online
[109] dissertation
[100] nursing
[94] business
[93] calculus
[89] homework
[72] statistics

Top Hashtags in Tweet in G3:
[65] essay代写
[62] 100daysofcode
[47] ai
[47] quordle206
[41] 代写assignment
[33] marketing
[28] iot
[27] calculus
[24] 托福保分
[24] 澳洲代写

Top Hashtags in Tweet in G4:
[88] marketing
[49] calculus
[48] business
[48] math
[48] assignment
[47] nursing
[45] research
[38] pay
[37] accounting
[36] online

Top Hashtags in Tweet in G5:
[1] justgreatideas
[1] amici22
[1] vettel
[1] lewis
[1] alonso
[1] 鎌倉殿の13人
[1] hamiltonmusical
[1] marketingstrategy
[1] marketupdates
[1] marketingplans

Top Hashtags in Tweet in G6:
[56] worldcup
[56] worldcup2022
[56] jungkookxfifa
[11] photograph
[11] instagood

Top Hashtags in Tweet in G7:
[30] web3
[29] layer1
[24] privacy
[23] crediblyneutral
[23] selfsovereign
[23] zeroknowledge
[23] peoplepowered
[5] verus
[2] cointelegraph
[1] censorshipresistant

Top Hashtags in Tweet in G8:
[10] contentmarketing
[5] b2b
[4] content
[4] research
[3] manufacturing
[3] manufacturingresearch
[3] seo
[2] b2bmarketing
[1] recomiendo
[1] valelapena

Top Hashtags in Tweet in G9:
[1] crypto
[1] ad
[1] bnb

Top Words
Top Words in Tweet in Entire Graph:
[4112] research
[3863] marketing
[1609] paper
[1278] business
[1191] essay
[1002] class
[985] due
[930] online
[864] homework
[861] calculus

Top Words in Tweet in G1:
[2010] research
[1944] marketing
[1338] paper
[969] business
[870] essay
[766] class
[713] due
[713] online
[686] calculus
[637] homework

Top Words in Tweet in G2:
[163] coating
[163] marketing
[163] stuff
[163] prey
[163] campaigns
[163] sugar
[163] sham
[163] thought
[163] without
[163] diamonds

Top Words in Tweet in G3:
[247] research
[150] marketing
[149] due
[141] homework
[140] essay
[124] help
[118] accounting
[114] class
[107] exam
[106] online

Top Words in Tweet in G4:
[97] research
[88] #marketing
[49] #calculus
[48] #business
[48] #math
[48] #assignment
[47] #nursing
[45] #research
[40] marketing
[38] essay

Top Words in Tweet in G5:
[43] marketing
[42] research
[36] elonmusk
[14] twitter
[8] people
[8] product
[8] think
[6] elon
[6] work
[5] richardheartwin

Top Words in Tweet in G6:
[73] ways
[73] today
[73] kindly
[73] checked
[73] struggling
[73] proper
[73] solved
[56] #jungkookxfifa
[56] #worldcup2022
[56] #worldcup

Top Words in Tweet in G7:
[51] one
[42] verus
[32] cointelegraph
[31] report
[30] #web3
[29] probably
[29] never
[29] read
[29] #layer1
[29] sink

Top Words in Tweet in G8:
[37] cmicontent
[36] content
[31] research
[30] marketing
[25] challenges
[22] manufacturing
[19] top
[12] keyword
[11] lisabeets
[11] b2b

Top Words in Tweet in G9:
[43] chat
[43] plans
[43] nexuspad1
[43] owner
[43] allegedly
[43] fill
[43] mentioned
[43] asked
[43] brief
[42] gollumsgems

Top Words in Tweet in G10:
[3] research
[3] marketing
[2] gretathunberg
[2] lexfridman

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[825] online,class
[669] research,paper
[635] essay,due
[510] marketing,research
[489] business,law
[451] law,math
[451] algebra,calculus
[443] math,algebra
[442] due,assignment
[429] class,research

Top Word Pairs in Tweet in G1:
[647] online,class
[557] research,paper
[534] essay,due
[436] business,law
[420] law,math
[417] algebra,calculus
[412] math,algebra
[404] due,assignment
[393] assignment,online
[393] class,research

Top Word Pairs in Tweet in G2:
[163] sugar,coating
[163] coating,stuff
[163] without,sugar
[163] well,thought
[163] fall,prey
[163] campaigns,research
[163] stuff,diamonds
[163] marketing,campaigns
[163] prey,well
[163] diamonds,sham

Top Word Pairs in Tweet in G3:
[100] online,class
[96] class,homework
[91] research,papers
[89] marketing,research
[82] management,accounting
[82] education,marketing
[82] papers,essay
[82] accounting,education
[81] expert,help
[79] exam,expert

Top Word Pairs in Tweet in G4:
[46] #math,#calculus
[38] #pay,essay
[38] #nursing,#pay
[37] #accounting,#nursing
[37] law,music
[37] hello,kindly
[37] #business,law
[37] #calculus,#accounting
[37] kindly,hmu
[37] hmu,#business

Top Word Pairs in Tweet in G5:
[12] marketing,research
[3] research,marketing
[2] vitalikbuterin,richardheartwin
[2] research,development
[2] tobiwan_hexobi,hextronaut
[2] dineshdsouza,elonmusk
[2] use,twitter
[2] research,platform
[2] content,marketing
[2] 0xcoast,vitalikbuterin

Top Word Pairs in Tweet in G6:
[73] kindly,checked
[73] checked,proper
[73] solved,today
[73] proper,ways
[73] struggling,solved
[73] today,kindly
[56] #worldcup2022,#jungkookxfifa
[56] ways,#worldcup
[56] #worldcup,#worldcup2022
[11] #photograph,#instagood

Top Word Pairs in Tweet in G7:
[29] heard,sink
[29] one,probably
[29] report,#web3
[29] #web3,#layer1
[29] read,cointelegraph
[29] cointelegraph,report
[29] probably,never
[29] sink,read
[29] never,heard
[28] cragorn1,one

Top Word Pairs in Tweet in G8:
[27] content,marketing
[19] top,content
[19] challenges,manufacturing
[19] marketing,challenges
[18] manufacturing,research
[10] b2b,content
[10] cmicontent,top
[9] palabras,clave
[8] herramientas,keyword
[8] keyword,research

Top Word Pairs in Tweet in G9:
[43] fill,allegedly
[43] asked,plans
[43] mentioned,brief
[43] nexuspad1,mentioned
[43] chat,owner
[43] brief,chat
[43] owner,asked
[43] plans,fill
[42] gollumsgems,nexuspad1
[42] allegedly,hav

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@2022_qatarwc
@qatarairways
@sportbible
@acadhelpernyx
@courtig
@khailaessays
@dr_dayakarrao
@naval
@remotely_job

Top Replied-To in G1:
@papers_help
@acadhelpernyx
@khatebessays
@olivyaessays

Top Replied-To in G3:
@khailaessays
@examsexperts
@omdiahq
@hotjar
@shutterstock

Top Replied-To in G4:
@ama_journals
@omdiahq

Top Replied-To in G5:
@elonmusk
@dineshdsouza
@gymratcrypto
@ryanjusting
@themase01923
@rippabolokov
@stillgray
@shubik1
@markchangizi
@0xmephisto420

Top Replied-To in G6:
@qatarairways
@2022_qatarwc
@sportbible
@valkatayev
@football__tweet
@wc22updates
@bob_cart124
@majstar7
@salhachimi
@elonmusk

Top Replied-To in G7:
@fz_crypto
@macnbtc
@misscryptoger
@btcecho

Top Replied-To in G10:
@glennedrover
@ocschwar
@lexfridman

Top Mentioned
Top Mentioned in Entire Graph:
@nikhilkamathcio
@startupgenesis
@nexuspad1
@gollumsgems
@thinkmariya
@ipfconline1
@cmicontent
@ivestarship
@ive_news_
@topbots

Top Mentioned in G1:
@accurategenius
@perfecthwriters
@freelancer_63
@_perfectwriters
@onpointwriters2
@superbwritings2
@educati57794617
@brooklynessay
@onlinewriter7
@abcospecialties

Top Mentioned in G2:
@nikhilkamathcio
@bo_community

Top Mentioned in G3:
@thinkmariya
@ipfconline1
@topbots
@gersonrolim
@write2spotlight
@durgapalseema
@xueba043
@xueba055
@graceyexams
@loop11

Top Mentioned in G4:
@isabella_expert
@sejournal
@onlinewriters7
@shunyaoyan
@hecknowledge
@chuckdbrooks
@ama_journals
@klausmiller
@sophiechaxel
@rrdonnelley

Top Mentioned in G5:
@elonmusk
@richardheartwin
@vitalikbuterin
@unusual_whales
@twitter
@tobiwan_hexobi
@hextronaut
@0xcoast
@robertlindelof
@el_yahya1

Top Mentioned in G6:
@fifaworldcup
@etsy
@qatarcreates
@almayassahamad
@roadto2022
@aspirezone
@bts_twt
@bts_bighit
@cbf_futebol
@bbcworld

Top Mentioned in G7:
@cragorn1
@lyonsnicholas1
@veruscommunity
@gamevid4
@du09btc
@marionawfal
@macnbtc

Top Mentioned in G8:
@cmicontent
@lisabeets
@marketingandweb
@morgannorris
@editorstahl
@jessicaquerom
@campamentoweb
@contenttop25
@prisus
@gregmischio

Top Mentioned in G9:
@nexuspad1
@gollumsgems

Top Mentioned in G10:
@gretathunberg
@jc47053522
@cat240359
@nuclearjunkie
@lesjohnsonhrvat
@nicknet100
@markcojuangco
@unclepete_100
@davidosmond8
@daniel03187025

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@sectest9
@bmurphypointman
@gambiste1
@codedailybot
@stigmabaseo
@collegemenfess
@cybersecurityn8
@charlesfrize
@newsfilterio

Top Tweeters in G1:
@stigmabaseo
@newsfilterio
@jameshickstwi
@mlmleadrush
@workswithjames
@thewealthzone
@cryptocryptone3
@postjobfree
@tian_a1
@miragenewscom

Top Tweeters in G2:
@prabhupp01
@gauravsaha
@rjgms
@siddarthpaim
@soumik_2111
@henrysflick
@chintandesai143
@alageshchelliah
@forbes_500
@viratsh41605746

Top Tweeters in G3:
@sectest9
@codedailybot
@cybersecurityn8
@o_fabriciosouza
@hubofml
@godfrey_g_
@serverlessfan
@ssxman2
@ricardo_ik_ahau
@frcretweets

Top Tweeters in G4:
@horiguchikesazo
@writingrobot
@kateonthinice
@corix_jc
@corixpartners
@transform_sec
@wadesworld2
@caddymarketing
@chuckdbrooks
@sejournal

Top Tweeters in G5:
@stillgray
@dineshdsouza
@markchangizi
@unusual_whales
@coreycosta123
@reddit
@ninbroken52
@richardheartwin
@medium
@hexologist31

Top Tweeters in G6:
@jewelrymandave
@bbcworld
@middleeasteye
@goal
@nisaaaabts
@walesonline
@breitbartnews
@espnfc
@piersmorgan
@cbf_futebol

Top Tweeters in G7:
@gamevid4
@konfidinse
@satindergrewal
@btcecho
@iamstephtaylor
@peterinasia1
@du09btc
@mrkomodoworld
@marionawfal
@specumining

Top Tweeters in G8:
@lelkan
@anthonyrochand
@cmicontent
@prisus
@pawansomanchi
@lisa_marcyes
@jwatson_wx
@marketingandweb
@mglobalmarketin
@smfeed

Top Tweeters in G9:
@nicoladicampli9
@ghitacla
@shutupyoyo_mnky
@anderstintin
@mattdiamond7
@ralph93_
@buythefears
@slymnhanabiw
@wagmi55
@metaboy_8

Top Tweeters in G10:
@markcojuangco
@montaguethecat
@cat240359
@energyjvd
@sideen_dan
@yestiseye
@unclepete_100
@lesjohnsonhrvat
@meredithangwin
@civilengineer