marketing research, Twitter, 5/27/2022 11:00:44 AM, 277148


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marketing research_2022-05-27_02-51-53.xlsx
marketing research_2022-05-27_02-51-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 27, 2022
Short Description:
marketing research via NodeXL https://bit.ly/38UlknZ
@defi_evolves
@ucloudify
@cpittapa
@acewriter__
@xeronbot
@expertnaire
@elpatomistico
@sengineland
@xtinacomputes
@mcharming_ke

Top hashtags:
#marketing
#research
#essay
#project
#homework
#assignments
#javascript

Description:
Description
The graph represents a network of 5,820 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, 27 May 2022 at 10:00 UTC.

The requested start date was Friday, 27 May 2022 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 7-day, 18-hour, 3-minute period from Thursday, 19 May 2022 at 00:43 UTC to Thursday, 26 May 2022 at 18:46 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 : 5820
Unique Edges : 3277
Edges With Duplicates : 9566
Total Edges : 12843
Number of Edge Types : 5
Tweet : 3307
Retweet : 3724
MentionsInRetweet : 4204
Mentions : 1149
Replies to : 459
Self-Loops : 3566
Reciprocated Vertex Pair Ratio : 0.0209761163032191
Reciprocated Edge Ratio : 0.0410903173311635
Connected Components : 1823
Single-Vertex Connected Components : 1054
Maximum Vertices in a Connected Component : 424
Maximum Edges in a Connected Component : 3276
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.48524
Graph Density : 0.000145157851781904
Modularity : 0.426039
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,820 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, 27 May 2022 at 10:00 UTC.

The requested start date was Friday, 27 May 2022 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 7-day, 18-hour, 3-minute period from Thursday, 19 May 2022 at 00:43 UTC to Thursday, 26 May 2022 at 18:46 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 : 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:
[97] https://crucialessays.com/
[43] http://www.pallav.io/13-proven-psychological-tactics-of-conversion-optimization-backed-by-academic-research/
[41] https://linktr.ee/RBXSamurai
[31] https://husamtalib.com/newsletter-subscription-form/
[31] https://www.amazon.com/Architecture-Publishing-Marketing-Husam-Talib-ebook/dp/B08T6HHBS1/ref=sr_1_1?crid=1HWH0ZJ4REBPH&keywords=husam+talib&qid=1638602039&sprefix=husam+,aps,310&sr=8-1
[22] https://twitter.com/messages/compose?recipient_id=1415400345698816006
[21] https://twitter.com/messages/compose?recipient_id=854566353608605696
[20] https://www.magnaoffshores.com/market-research/
[16] https://vippusa.org/wait-til-you-h
[13] https://wa.me/message/BC7Q7RQ4T2LCI1

Top URLs in Tweet in G1:
[43] http://www.pallav.io/13-proven-psychological-tactics-of-conversion-optimization-backed-by-academic-research/
[9] https://sites.google.com/view/longtailpro-review/
[8] https://phys.org/news/2022-05-effective-tactics.html
[8] https://marketinginsidergroup.com/content-marketing/the-most-effective-guide-to-keyword-research/
[7] https://api.whatsapp.com/message/GZZLDFEEQ357A1?autoload=1&app_absent=0
[6] https://twitter.com/messages/compose?recipient_id=1405358324556595204
[5] https://bluestrawberry.app/why-use-video-in-marketing-campaigns/
[5] http://jameshicks.net/go-w3
[4] https://blog.hubspot.com/marketing/best-time-to-post-youtube
[4] https://truthinitiative.org/research-resources/tobacco-industry-marketing/how-tobacco-industry-uses-sponsored-content-major

Top URLs in Tweet in G2:
[1] https://evolves.tech/

Top URLs in Tweet in G5:
[97] https://crucialessays.com/
[22] https://twitter.com/messages/compose?recipient_id=1415400345698816006
[21] https://twitter.com/messages/compose?recipient_id=854566353608605696
[16] https://vippusa.org/wait-til-you-h
[4] https://api.whatsapp.com/message/HCD55FMLF3Z7L1?autoload=1&app_absent=0
[4] https://socialnovo.com/
[3] https://allegiantwriters.com
[2] https://www.linkedin.com/feed/update/urn:li:share:6934941299791859712
[2] https://www.convinceandconvert.com/content-marketing/what-7-research-studies-tell-us-about-content-marketing-in-2022/
[2] https://www.linkedin.com/business/marketing/blog/research-and-insights/why-you-should-follow-the-95-5-rule?utm_source=feedblitz&utm_medium=FeedBlitzEmail&utm_campaign=Weekly_2022-05-24_12:15:00&utm_content=973129

Top URLs in Tweet in G9:
[2] https://twitter.com/messages/compose?recipient_id=1249156366897463296
[2] https://www.cnn.com/2022/05/21/business/impulse-shopping-stores/index.html
[1] https://davewakeman.libsyn.com/amanda-lester-says-that-you-need-to-do-your-market-research-earlier
[1] https://twitter.com/dave_wakeman/status/1033548005390123009
[1] https://twitter.com/i/web/status/1528659008890056705
[1] https://twitter.com/i/web/status/1528609892692545536
[1] https://twitter.com/i/web/status/1528227544537112576
[1] https://twitter.com/i/web/status/1528091035871715330
[1] https://twitter.com/i/web/status/1528319622931415040
[1] https://twitter.com/i/web/status/1528047586157928448

Top URLs in Tweet in G10:
[1] https://twitter.com/cvnben/status/1529452838791028736

Top Domains
Top Domains in Tweet in Entire Graph:
[459] twitter.com
[97] crucialessays.com
[43] pallav.io
[42] linktr.ee
[40] co.uk
[37] linkedin.com
[32] surveycircle.com
[32] amazon.com
[31] husamtalib.com
[28] fiverr.com

Top Domains in Tweet in G1:
[226] twitter.com
[43] pallav.io
[27] co.uk
[17] goo.gl
[15] linkedin.com
[15] your-shop-online.in
[14] google.com
[14] fiverr.com
[12] hubspot.com
[12] phys.org

Top Domains in Tweet in G2:
[1] evolves.tech

Top Domains in Tweet in G5:
[97] crucialessays.com
[76] twitter.com
[16] vippusa.org
[10] linkedin.com
[4] whatsapp.com
[4] socialnovo.com
[3] allegiantwriters.com
[2] pedowitzgroup.com
[2] convinceandconvert.com
[2] appcast.io

Top Domains in Tweet in G9:
[11] twitter.com
[5] growth-hackers.net
[2] insycle.com
[2] cnn.com
[1] libsyn.com
[1] databox.com
[1] mediabrief.com
[1] semrush.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1067] marketing
[1030] research
[737] essay
[549] project
[547] homework
[533] assignments
[516] javascript
[454] psychology
[426] calculus
[422] discussions



Top Hashtags in Tweet in G1:
[357] marketing
[188] research
[184] pay
[135] calculus
[103] statistics
[91] business
[84] biology
[80] essay
[79] nursing
[77] dissertation

Top Hashtags in Tweet in G2:
[1] nft
[1] dao
[1] crypto

Top Hashtags in Tweet in G5:
[645] essay
[623] research
[508] homework
[504] javascript
[492] assignments
[488] project
[408] discussions
[362] psychology
[300] marketing
[279] quizzes

Top Hashtags in Tweet in G9:
[55] marketing
[31] biology
[26] digitalmarketing
[19] keywordresearch
[19] onlinemarketing
[15] business
[15] essays
[12] calculus
[10] economics
[9] research

Top Words
Top Words in Tweet in Entire Graph:
[4609] research
[4193] marketing
[2053] paper
[1506] business
[1198] assignment
[1154] dm
[1139] class
[1086] online
[1067] #marketing
[1050] help

Top Words in Tweet in G1:
[1528] research
[1360] marketing
[737] paper
[613] help
[506] class
[493] online
[461] business
[422] homework
[394] essay
[357] #marketing

Top Words in Tweet in G2:
[425] consumer
[425] buying
[425] behaviors
[425] dramatically
[425] changed
[425] ads
[425] still
[425] bring
[425] business
[425] longer

Top Words in Tweet in G3:
[179] excited
[179] announce
[179] partnership
[179] eth_apple
[179] searchfi
[179] dao
[179] aims
[179] expand
[178] klaydice
[178] bloc

Top Words in Tweet in G4:
[137] research
[131] small
[131] updates
[131] cdpr
[131] already
[131] seeing
[131] improvements
[131] efficiency
[131] ue5
[131] initial

Top Words in Tweet in G5:
[1164] paper
[868] marketing
[847] dm
[821] assignment
[704] bestessayassig1
[654] kindly
[645] #essay
[624] review
[623] #research
[595] essay

Top Words in Tweet in G6:
[251] market
[127] research
[126] back
[125] hiring
[125] fast
[125] job
[125] interested
[125] software
[125] development
[125] product

Top Words in Tweet in G7:
[103] doing
[103] intense
[103] research
[103] save
[103] world
[103] faster
[103] using
[103] pussy
[103] marketing
[103] tool

Top Words in Tweet in G8:
[113] pluiedefeuilles
[107] marketing
[107] research
[97] warner
[95] group
[94] print
[84] number
[83] before
[82] pull
[82] sure

Top Words in Tweet in G9:
[134] research
[72] calculus
[63] business
[62] marketing
[62] nursing
[61] law
[55] #marketing
[48] online
[43] physics
[42] class

Top Words in Tweet in G10:
[160] นเด
[160] แต
[83] ก
[80] เราว
[80] าเง
[80] อนน
[80] าข
[80] นอย
[80] บสายงานด
[80] วยนะ

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[910] online,class
[829] research,paper
[644] #research,paper
[629] essay,due
[464] marketing,research
[446] business,law
[435] due,assignment
[426] dramatically,changed
[425] consumer,buying
[425] buying,behaviors

Top Word Pairs in Tweet in G1:
[410] online,class
[296] research,paper
[243] case,study
[219] essay,due
[201] class,homework
[150] business,law
[147] exam,help
[130] marketing,research
[126] homework,assignment
[126] assignment,exam

Top Word Pairs in Tweet in G2:
[425] consumer,buying
[425] buying,behaviors
[425] behaviors,dramatically
[425] dramatically,changed
[425] changed,ads
[425] ads,still
[425] still,bring
[425] bring,business
[425] business,longer
[424] defi_evolves,consumer

Top Word Pairs in Tweet in G3:
[179] excited,announce
[179] announce,partnership
[179] partnership,eth_apple
[179] eth_apple,searchfi
[179] searchfi,dao
[179] dao,aims
[179] aims,expand
[178] klaydice,excited
[178] expand,bloc

Top Word Pairs in Tweet in G4:
[131] small,updates
[131] updates,cdpr
[131] cdpr,already
[131] already,seeing
[131] seeing,improvements
[131] improvements,efficiency
[131] efficiency,ue5
[131] ue5,initial
[131] initial,research
[130] nibellion,small

Top Word Pairs in Tweet in G5:
[556] #research,paper
[450] online,class
[421] research,paper
[398] essay,due
[384] excellent,work
[361] kindly,dm
[328] dm,assignment
[323] due,assignment
[261] business,law
[261] statistics,biology

Top Word Pairs in Tweet in G6:
[125] hiring,fast
[125] fast,back
[125] back,job
[125] job,market
[125] market,interested
[125] interested,research
[125] research,software
[125] software,development
[125] development,product
[125] product,management

Top Word Pairs in Tweet in G7:
[103] doing,intense
[103] intense,research
[103] research,save
[103] save,world
[103] world,faster
[103] faster,using
[103] using,pussy
[103] pussy,marketing
[103] marketing,tool
[102] milfymacgyver,doing

Top Word Pairs in Tweet in G8:
[107] marketing,research
[85] warner,marketing
[84] print,number
[82] research,before
[82] before,pull
[82] pull,print
[82] number,sure
[82] sure,leave
[82] leave,group
[82] group,themselves

Top Word Pairs in Tweet in G9:
[39] online,class
[37] algebra,calculus
[34] law,algebra
[32] business,law
[32] class,research
[30] calculus,#biology
[30] #biology,nursing
[27] kindly,hit
[27] hit,following
[27] following,business

Top Word Pairs in Tweet in G10:
[80] เราว,าเง
[80] าเง,นเด
[80] นเด,อนน
[80] อนน,าข
[80] าข,นอย
[80] นอย,ก
[80] ก,บสายงานด
[80] บสายงานด,วยนะ
[80] วยนะ,อย
[80] อย,างเราจบบร

Top Replied-To
Top Replied-To in Entire Graph:
@khatebessays
@olivyaessays
@acadhelpersph
@chiepi_research
@acadhelpernyx
@_bellosamuel
@_sampoyan
@praiseakinlami
@mrodanz
@grammarhippy

Top Replied-To in G1:
@khatebessays
@olivyaessays
@acadhelpersph
@acadhelpernyx
@jannywriter1
@expertw91914771

Top Replied-To in G5:
@dondetaelromo
@bighit_music

Top Replied-To in G8:
@gotlullabied
@got7btsmama
@pluiedefeuilles

Top Replied-To in G9:
@_bellosamuel
@miss_patricks
@roriwhittaker
@ketty6805
@promisennamani5
@ugojacy
@endilichi
@nonso_nnamani
@expertnaire
@africangiants1

Top Mentioned
Top Mentioned in Entire Graph:
@bestessayassig1
@defi_evolves
@eth_apple
@klaydice
@essay_writers83
@nibellion
@xtinacomputes
@pluiedefeuilles
@milfymacgyver
@tkxmq_

Top Mentioned in G1:
@hwexpert
@chicagoessays
@zeroplagiarism
@onpointwriters2
@7makemoney
@academ_writer8
@essay_writers12
@academicexp13
@acadhelpersph
@essay_writer49

Top Mentioned in G2:
@defi_evolves

Top Mentioned in G3:
@eth_apple
@klaydice

Top Mentioned in G4:
@nibellion
@domsplaying

Top Mentioned in G5:
@bestessayassig1
@essay_writers83
@mayassignment
@sandraessays
@aniket97398350
@mayassignment1
@graceyessays
@tutorlegit
@acewriter__

Top Mentioned in G6:
@xtinacomputes
@techmarketers_

Top Mentioned in G7:
@milfymacgyver

Top Mentioned in G8:
@pluiedefeuilles
@got7btsmama

Top Mentioned in G9:
@gmail
@acewriter__
@excelle85365294
@expertnaire
@dmarketingwebd
@researchguru6
@topgrowthagency
@aelester1
@carleton_exprt
@startgrowthhack

Top Mentioned in G10:
@tkxmq_

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@tesco
@paoloigna1
@chidambara09
@zyitegadgets
@favstar250
@xaelbot
@codedailybot
@charlesfrize
@sensual_posts

Top Tweeters in G1:
@zyitegadgets
@jhamby
@pelopez1
@mlmleadrush
@workswithjames
@lean4lifetime
@thewealthzone
@richer4ever
@topgaming43
@phoenixseaghost

Top Tweeters in G2:
@cryptolabmobile
@retweets_nft
@cibelecerq
@messaoui13
@empleostripalis
@ravivalcacio
@blkb_blkb
@torpandimar
@rraods
@profmikhailov

Top Tweeters in G3:
@redplumn
@su_hada0
@neoduke1
@nicwwd
@daewon_im
@shiba27676592
@mgxtama
@mh3134_park
@dandy9797
@chulkim93709324

Top Tweeters in G4:
@notthebased
@blank000o
@ptialex77
@treyvon2018
@adultnamedrob
@cosmomaniabruce
@reputati0ntv
@fl4ky
@jorgehighwind
@derrickhines2

Top Tweeters in G5:
@sectest9
@xaelbot
@codedailybot
@cybersecurityn8
@jfsebastian146
@aaroncuddeback
@codernotesbot
@fabriciosx
@vippusao
@robotproud

Top Tweeters in G6:
@crgun
@boothman23
@dermaessentials
@o_gho_gho
@joshuaogundu
@thesunno
@jchyip
@bioturbonick
@1creeknation
@jdshahani93

Top Tweeters in G7:
@sensual_posts
@agencywebcam
@selejuanse
@libidoadultss
@m0nster_un
@victoriasex_jb
@eurobabesuw
@bonitagirl_nn
@bestvidxxx
@b_flix_

Top Tweeters in G8:
@blackbeau5
@imyourahgase
@markbamie
@raveenaarya
@ahgaminoz
@ijjptrash
@defjwooz
@shuern31
@jhingness
@trustmegot7

Top Tweeters in G9:
@ucloudify
@gmail
@postyouradsbiz
@vikram_bot
@ssaasquatch
@kynsofficial
@startgrowthhack
@caddymarketing
@tiktok_us
@godwilnotwhineu

Top Tweeters in G10:
@tfnunee
@cbisrealja
@ntchttt
@katrrph
@todayitistoday
@packgloy
@1010rshtt
@_filmprince
@comeonbeb
@kardveget