adweek, Twitter, 2/27/2021 1:04:51 AM, 249658


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adweek_2021-02-26_10-22-25.xlsx
adweek_2021-02-26_10-22-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 27, 2021
Short Description:
adweek via NodeXL https://bit.ly/2NH6dni
@adweek
@cnn
@lawrencebjones3
@marshawright
@roadmn
@jaketapper
@motorious_cars
@orchidlady303
@radiomotorious
@suelems75213580

Top hashtags:
#challengerbrands
#marketing
#advertising
#socialmedia
#influencermarketing

Description:
Description
The graph represents a network of 4,506 Twitter users whose tweets in the requested range contained "adweek", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 26 February 2021 at 18:38 UTC.

The requested start date was Friday, 26 February 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 7-day, 5-hour, 47-minute period from Thursday, 18 February 2021 at 19:12 UTC to Friday, 26 February 2021 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 : 4506
Unique Edges : 4977
Edges With Duplicates : 10145
Total Edges : 15122
Number of Edge Types : 5
Mentions : 4620
Replies to : 1114
Tweet : 2836
Retweet : 2454
MentionsInRetweet : 4098
Self-Loops : 2872
Reciprocated Vertex Pair Ratio : 0.0515053128689492
Reciprocated Edge Ratio : 0.0979649122807018
Connected Components : 684
Single-Vertex Connected Components : 548
Maximum Vertices in a Connected Component : 3363
Maximum Edges in a Connected Component : 12705
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.247729
Graph Density : 0.000350993348121853
Modularity : 0.360873
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,506 Twitter users whose tweets in the requested range contained "adweek", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 26 February 2021 at 18:38 UTC.

The requested start date was Friday, 26 February 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 7-day, 5-hour, 47-minute period from Thursday, 18 February 2021 at 19:12 UTC to Friday, 26 February 2021 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 : adweek
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:
[92] https://www.adweek.com/tvnewser/lawrence-jones-is-hosting-fox-news-primetime-next-week/472066/
[89] https://event.adweek.com/challenger-brands-summit-2021
[65] https://www.adweek.com/tvnewser/jake-tapper-on-why-marking-500000-american-deaths-due-to-covid-19-is-a-worthwhile-use-of-our-time/471770/
[51] https://twitter.com/adweek/status/1362858493724688387
[47] https://www.adweek.com/creativity/this-relatable-kit-kat-ad-while-unofficial-is-a-master-class-in-the-power-of-simplicity/
[46] https://www.adweek.com/brand-marketing/in-a-year-of-uncertainty-these-brands-defined-what-it-means-to-disrupt/
[46] https://www.adweek.com/brand-marketing/with-these-striking-ads-mcdonalds-again-proves-it-doesnt-even-have-to-say-its-name/
[39] https://www.adweek.com/performance-marketing/qr-codes-are-key-to-connecting-with-customers-in-a-pandemic/
[31] https://www.adweek.com/brand-marketing/jeeps-super-bowl-ad-is-back-as-dwi-charges-against-bruce-springsteen-are-dropped/?utm_content=position_1&utm_source=postup&utm_medium=email&utm_campaign=BreakingNews_Newsletter_210224162118&lyt_id=97386&fbclid=IwAR1IkdwLM7SybvTnP79B4GWC_A5YdAO_x9gu8YFsTzBf5PWQreyvIr6c-Dg
[30] https://www.adweek.com/performance-marketing/infographic-where-gen-z-and-millennials-are-getting-their-entertainment-and-distraction/

Top URLs in Tweet in G1:
[81] https://event.adweek.com/challenger-brands-summit-2021
[14] https://www.adweek.com/performance-marketing/qr-codes-are-key-to-connecting-with-customers-in-a-pandemic/
[13] https://www.adweek.com/creativity/this-relatable-kit-kat-ad-while-unofficial-is-a-master-class-in-the-power-of-simplicity/
[12] https://www.adweek.com/brand-marketing/why-burger-king-france-handed-out-a-free-bag-of-potatoes-to-every-customer-who-wanted-one/
[10] https://www.adweek.com/performance-marketing/infographic-where-gen-z-and-millennials-are-getting-their-entertainment-and-distraction/
[8] https://www.adweek.com/brand-marketing/with-these-striking-ads-mcdonalds-again-proves-it-doesnt-even-have-to-say-its-name/
[8] https://www.adweek.com/media/the-silence-from-brands-not-taking-a-stand-during-black-history-month-is-deafening/
[8] https://www.adweek.com/commerce/shopify-tiktok-social-commerce-global/
[7] https://www.adweek.com/commerce/5-ways-to-take-the-ivy-park-approach-to-marketing/
[6] https://www.adweek.com/brand-marketing/today-i-am-terrified-ive-had-enough-and-asian-americans-are-screaming-at-backs-turned-to-us/

Top URLs in Tweet in G2:
[32] https://twitter.com/adweek/status/1362858493724688387
[18] https://twitter.com/Adweek/status/1362858493724688387
[14] https://www.adweek.com/agencies/how-the-general-is-evolving-its-branding-to-grab-a-new-audience/
[10] https://www.adweek.com/agencies/popeyes-trolled-mcdonalds-chicken-sandwich-launch-site-by-buying-up-every-similar-url/
[10] https://www.adweek.com/brand-marketing/with-these-striking-ads-mcdonalds-again-proves-it-doesnt-even-have-to-say-its-name/
[9] https://www.adweek.com/creativity/this-relatable-kit-kat-ad-while-unofficial-is-a-master-class-in-the-power-of-simplicity/
[8] https://www.adweek.com/brand-marketing/brands-monetizing-social-media-content/
[8] https://twitter.com/adweek/status/1363186681457889283
[7] https://www.adweek.com/agencies/profiles-in-black-creativity-jim-glover-introduces-mcdonalds-breakfast-to-america/
[7] https://www.adweek.com/media/everything-you-need-to-know-about-linkedin-stories-for-pages/

Top URLs in Tweet in G3:
[10] https://www.adweek.com/brand-marketing/feel-guilty-about-your-spending-blame-your-lizard-brain-says-this-colorful-campaign/
[9] https://www.adweek.com/brand-marketing/in-a-year-of-uncertainty-these-brands-defined-what-it-means-to-disrupt/
[7] https://www.artsy.net/artist/paul-glaser/works-for-sale
[5] https://www.adweek.com/convergent-tv/roku-has-record-year-as-covid-19-accelerates-cord-cutting/
[4] https://www.adweek.com/media/marylands-digital-advertising-tax-is-a-mess/
[4] https://event.adweek.com/challenger-brands-summit-2021
[4] https://twitter.com/Adweek/status/1364575888906588164
[4] https://www.adweek.com/brand-marketing/when-everyones-a-celebrity-cameo-wins/
[4] https://twitter.com/adweek/status/1363964327225667593
[3] https://twitter.com/adweek/status/1362858493724688387

Top URLs in Tweet in G4:
[7] https://www.adweek.com/brand-marketing/iq-news-cool-tool-sticking-around-50407/
[6] https://cdvca.org/new-york-city-investment-fund-new-york-small-business-venture-fund-ii/
[5] https://m-o-t-o-r-i-o-u-s.tumblr.com/post/629548967170080768/discover-the-startups-exhibiting-at-disrupt-sf#_=_
[4] https://www1.nyc.gov/nycbusiness/article/contract-financing-loan-fund
[2] https://www.adweek.com/performance-marketing/qr-codes-are-key-to-connecting-with-customers-in-a-pandemic/
[2] https://www.facebook.com/groups/497691517504884/permalink/742454593028574/
[2] https://motorious-records.tumblr.com/#_=_
[2] http://patents.justia.com/patent/20050111662
[2] https://www.epa.gov/recycle/recycling-basics
[2] https://www.govinfo.gov/content/pkg/CHRG-115shrg28123/pdf/CHRG-115shrg28123.pdf

Top URLs in Tweet in G5:
[91] https://www.adweek.com/tvnewser/lawrence-jones-is-hosting-fox-news-primetime-next-week/472066/
[5] https://twitter.com/Adweek/status/601029881044959234?s=20
[4] https://www.forbes.com/sites/stephanieburns/2020/11/09/how-the-most-creative-brands-use-live-streaming-video-to-their-advantage/?ref=quuu
[3] https://www.adweek.com/media/my-social-media-career-is-not-a-side-hustle/
[1] https://www.adweek.com/brand-marketing/in-a-year-of-uncertainty-these-brands-defined-what-it-means-to-disrupt/
[1] https://www.getrevue.co/profile/freelancerweekly/issues/client-strategies-the-good-and-the-difficult-373903
[1] https://snip.ly/1z1udb
[1] https://www.send2press.com/wire/?p=68933
[1] https://www.send2press.com/wire/?p=68697
[1] https://www.adweek.com/tvnewser/top-cable-news-shows-of-2020-hannity-marks-4-straight-years-at-no-1-tucker-carlson-sets-cable-news-record-in-q3/466495/

Top URLs in Tweet in G6:
[4] https://www.adweek.com/agencies/popeyes-trolled-mcdonalds-chicken-sandwich-launch-site-by-buying-up-every-similar-url/
[4] https://www.adweek.com/inside-the-brand/10-trends-marketingtwitter-thinks-are-most-exciting-for-2021-and-beyond/
[2] https://www.adweek.com/brand-marketing/diversity-super-bowl-ads-fails-reflect-the-audience/
[2] https://twitter.com/Adweek/status/1362858493724688387
[2] https://www.adweek.com/commerce/pelotons-head-of-marketing-talks-about-fostering-community-and-committing-to-diversity/
[1] http://www.adweek.com/?p=1042223
[1] https://www.adweek.com/brand-marketing/popeyes-trolls-taco-bell-with-tikturial-for-turning-its-chicken-sammie-into-a-taco/
[1] https://www.adweek.com/creativity/this-relatable-kit-kat-ad-while-unofficial-is-a-master-class-in-the-power-of-simplicity/
[1] https://www.adweek.com/media/calling-t-shaped-creatives-lets-lift-up-advertisings-drab-into-drag/
[1] https://www.adweek.com/brand-marketing/the-power-of-community-brands-in-texas-during-crisis/

Top URLs in Tweet in G7:
[1] https://www.adweek.com/brand-marketing/today-i-am-terrified-ive-had-enough-and-asian-americans-are-screaming-at-backs-turned-to-us/

Top URLs in Tweet in G8:
[4] https://www.adweek.com/inside-the-brand/ww-chief-brand-officer-taking-career-steps-back-is-a-good-thing/
[4] https://www.adweek.com/creativity/this-relatable-kit-kat-ad-while-unofficial-is-a-master-class-in-the-power-of-simplicity/
[2] https://www.adweek.com/inside-the-brand/heres-how-popeyes-cmo-stays-inspired-in-an-ever-evolving-industry/
[1] https://www.adweek.com/inside-the-brand/diageos-nuno-teles-and-yum-brands-kevin-hochman-on-making-the-jump-from-cmo-to-president/
[1] https://twitter.com/i/web/status/1364702030476967937
[1] https://www.adweek.com/sustainability-council/
[1] https://twitter.com/NadineDietz/status/1364230881527754761
[1] https://www.adweek.com/agencies/profiles-in-black-creativity-john-degraft-johnsons-touching-amazon-prime-ad/
[1] https://twitter.com/i/web/status/1364772987669532675
[1] https://www.adweek.com/brand-marketing/how-pepsi-bridges-the-digital-divide-for-black-owned-restaurants/?sf243115867=1

Top URLs in Tweet in G9:
[8] https://www.adweek.com/creativity/we-must-redefine-and-deepen-our-sense-of-culture/
[6] https://www.adweek.com/agencies/profiles-in-black-creativity-castro-desroches-beats-by-dre/
[6] https://www.adweek.com/agencies/profiles-in-black-creativity-jim-glover-introduces-mcdonalds-breakfast-to-america/
[6] https://www.adweek.com/brand-marketing/pepsi-zero-sugar-healthy-soda-options/
[5] https://www.adweek.com/agencies/ed-helms-representus-student-debt-crisis/
[5] https://www.adweek.com/convergent-tv/nbcuniversal-fully-impressions-based-local-ad-buys/
[5] https://www.adweek.com/convergent-tv/roku-has-record-year-as-covid-19-accelerates-cord-cutting/
[5] https://www.adweek.com/media/youtube-spaces-goes-100-virtual/
[5] https://www.adweek.com/media/facebook-gaming-backs-community-tournaments-with-prize-money-technology/
[5] https://www.adweek.com/agencies/profiles-in-black-creativity-lawrence-alexander-helps-spectrum-stand-out/

Top URLs in Tweet in G10:
[4] https://www.adweek.com/media/national-geographic-nasa-team-up-on-perseverance-rover-ar-instagram-experience/
[3] https://www.adweek.com/media/pinterest-donates-ad-credits-to-promote-awareness-of-nedawareness-week-events/
[3] https://www.adweek.com/media/bacardi-urges-snapchatters-to-show-off-their-conga-moves/
[2] https://www.adweek.com/media/everything-you-need-to-know-about-linkedin-stories-for-pages/
[2] https://www.adweek.com/media/twitter-digs-deep-into-billions-of-tweets-over-2-years-on-6-macro-themes/
[2] https://www.adweek.com/media/facebook-to-work-with-colorintech-again-on-promoting-diversity-in-the-european-tech-sector/
[2] https://www.adweek.com/media/ocean-spray-nathan-apodaca-bring-doggfacedancevibes-to-tiktok-for-the-big-game/
[2] https://www.adweek.com/media/twitter-commits-to-25x25-pledge-on-underrepresented-groups-in-leadership-roles/
[2] https://www.adweek.com/media/facebook-gaming-backs-community-tournaments-with-prize-money-technology/
[2] https://www.adweek.com/media/tiktok-reaches-first-u-s-soccer-deal-a-multiyear-pact-with-the-portland-timbers-thorns-fc/

Top Domains
Top Domains in Tweet in Entire Graph:
[3617] adweek.com
[658] twitter.com
[111] adweek.us
[89] linkedin.com
[15] dlvr.it
[14] google.com
[13] ampproject.org
[11] jet.com
[10] webcasts.com
[9] twinybots.ch

Top Domains in Tweet in G1:
[587] adweek.com
[118] twitter.com
[28] adweek.us
[3] stackadapt.com
[3] fiverr.com
[2] youtube.com
[2] armstrongeconomics.com
[2] bizcommunity.com
[1] adweekmediaallstars.com
[1] hbr.org

Top Domains in Tweet in G2:
[764] adweek.com
[180] twitter.com
[86] linkedin.com
[15] dlvr.it
[7] ampproject.org
[5] twinybots.ch
[5] apple.news
[5] tvnewscheck.com
[4] google.com
[4] adweek.us

Top Domains in Tweet in G3:
[141] adweek.com
[97] twitter.com
[75] adweek.us
[7] artsy.net
[3] talkingbiznews.com
[2] youtube.com
[1] apple.com
[1] spotify.com
[1] deadline.com
[1] martinagency.com

Top Domains in Tweet in G4:
[26] twitter.com
[22] adweek.com
[7] tumblr.com
[6] cdvca.org
[4] nyc.gov
[3] facebook.com
[3] f6s.com
[2] justia.com
[2] epa.gov
[2] bit.ly

Top Domains in Tweet in G5:
[101] adweek.com
[7] twitter.com
[4] forbes.com
[2] send2press.com
[1] getrevue.co
[1] snip.ly
[1] gsvbootcamp.com
[1] melissakimble.co

Top Domains in Tweet in G6:
[45] twitter.com
[30] adweek.com
[1] jet.com
[1] gofundme.com

Top Domains in Tweet in G7:
[1] adweek.com

Top Domains in Tweet in G8:
[17] adweek.com
[13] twitter.com
[1] techrity.org
[1] businesswire.com

Top Domains in Tweet in G9:
[364] adweek.com
[3] jet.com
[2] twitter.com
[1] fiverr.com

Top Domains in Tweet in G10:
[67] adweek.com
[1] instagram.com
[1] youtube.com
[1] twitter.com
[1] principalpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[598] challengerbrands
[349] marketing
[275] advertising
[229] socialmedia
[157] influencermarketing
[130] analytics
[130] googleads
[129] pr
[127] facebookads
[93] takebackyourlife



Top Hashtags in Tweet in G1:
[391] challengerbrands
[27] metaverse
[18] branding
[14] marketing
[12] redesign
[12] smbs
[9] marketingtwitter
[8] outlook2021
[7] freebritney
[6] contentmarketing

Top Hashtags in Tweet in G2:
[127] pr
[40] pacdigitalsigns
[27] socialmedia
[23] marketing
[18] branding
[12] advertising
[12] media
[11] brands
[9] adweek
[8] mcdonalds

Top Hashtags in Tweet in G3:
[114] challengerbrands
[21] marketingtwitter
[7] adweek
[6] brandweek
[5] jennifergarner
[4] marketing
[4] ntrwk
[3] growingbelushi
[2] applewatch
[2] johnforaker

Top Hashtags in Tweet in G4:
[7] challengerbrands
[5] motorious_as_disruptor
[4] stickynetworks
[3] qr
[3] purchase_fulfilment
[3] motoriousdriverslicense
[2] blackhistorymonth
[2] advertising
[2] stickies
[2] autocentric

Top Hashtags in Tweet in G5:
[5] entrepreneur
[5] businessstrategy
[2] socialmedia
[2] marketing
[1] autodealernews
[1] marketingtwitter
[1] holla
[1] tv
[1] onlyatmobe
[1] wiaweek

Top Hashtags in Tweet in G6:
[12] popeyes
[12] challengerbrands
[11] marketingtwitter
[6] marketing
[6] pixleepros
[4] advertising
[2] creativity
[2] smprofs
[1] mondaymotivation
[1] socialmedia

Top Hashtags in Tweet in G8:
[18] marketingtwitter
[9] socialjusticeday
[8] sustainability
[3] makingitwithlowes
[2] cmo
[2] thesisterhood
[2] marketing
[1] sustainabilitykweens
[1] ar
[1] clubhouse

Top Hashtags in Tweet in G9:
[258] marketing
[231] advertising
[183] socialmedia
[150] influencermarketing
[10] marketingtwitter
[1] challengerbrands
[1] amazon

Top Hashtags in Tweet in G10:
[10] facebook
[9] twitter
[7] tiktok
[6] clubhouse
[6] diversity
[5] equity
[5] inclusion
[4] instagram
[4] misinformation
[4] socialmedia

Top Words
Top Words in Tweet in Entire Graph:
[2910] adweek
[598] #challengerbrands
[550] brand
[524] marketing
[486] news
[449] brands
[435] year
[381] more
[352] ad
[351] first

Top Words in Tweet in G1:
[1172] adweek
[391] #challengerbrands
[186] brand
[157] marketing
[152] more
[119] brands
[118] people
[89] one
[78] creative
[77] media

Top Words in Tweet in G2:
[127] #pr
[84] adweek
[77] brands
[55] black
[48] ad
[46] brand
[43] first
[41] media
[40] #pacdigitalsigns
[39] challenger

Top Words in Tweet in G3:
[625] adweek
[114] #challengerbrands
[95] brand
[69] zanger
[68] markstenberg3
[66] congrats
[62] tiffmoustakas
[62] more
[56] news
[52] businessinsider

Top Words in Tweet in G4:
[81] adweek
[34] motorious_cars
[30] ogilvy
[30] lagarde
[27] nyctaxi
[27] verifone_petro
[25] visionzerony
[25] verifone
[25] martinrosell1
[25] stationsbpfr

Top Words in Tweet in G5:
[103] primetime
[101] lawrencebjones3
[98] news
[97] fox
[95] next
[94] hosting
[94] week
[92] jones
[89] lawrence
[27] adweek

Top Words in Tweet in G6:
[206] adweek
[90] koimtv
[45] marketing
[29] popeyes
[29] vancityreynolds
[21] love
[21] popeyeschicken
[21] chicken
[20] brand
[20] kfreberg

Top Words in Tweet in G7:
[112] surge
[112] staggering
[112] 1900
[112] increase
[112] anti
[112] asian
[112] hate
[112] crimes
[112] york
[112] city

Top Words in Tweet in G8:
[61] adweek
[36] nadinedietz
[20] excited
[19] year
[18] #marketingtwitter
[18] community
[18] re
[17] back
[16] december
[16] asked

Top Words in Tweet in G9:
[258] #marketing
[231] #advertising
[183] #socialmedia
[167] news
[150] marshawright
[150] #influencermarketing
[134] newswire
[39] black
[37] first
[33] profiles

Top Words in Tweet in G10:
[37] adweek
[11] news
[10] use
[10] #facebook
[10] facebook
[9] change
[9] tiktok
[9] #twitter
[9] tech
[9] socialprodaily

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[168] #marketing,news
[150] challenger,brands
[134] covid,19
[134] fox,news
[134] #advertising,newswire
[131] black,creativity
[130] #analytics,#googleads
[127] #googleads,#facebookads
[125] profiles,black
[120] past,year

Top Word Pairs in Tweet in G1:
[53] chicken,sandwich
[39] offered,limited
[39] chkndrop,popeyes
[38] mcdonald,offered
[38] limited,early
[38] early,release
[38] release,chicken
[38] sandwich,website
[38] website,perplexingly
[38] perplexingly,spelled

Top Word Pairs in Tweet in G2:
[39] profiles,black
[38] black,creativity
[32] challenger,brands
[17] social,media
[17] super,bowl
[14] chicken,sandwich
[14] general,evolving
[14] grab,audience
[14] road,challenger
[13] creativity,jim

Top Word Pairs in Tweet in G3:
[51] adweek,businessinsider
[47] zanger,adweek
[45] markstenberg3,adweek
[38] tiffmoustakas,adweek
[28] businessinsider,congrats
[24] challenger,brands
[23] jennifer,garner
[23] adweek,thank
[22] women,color
[18] adweek,congrats

Top Word Pairs in Tweet in G4:
[25] visionzerony,nyctaxi
[25] nyctaxi,verifone
[25] verifone,martinrosell1
[25] martinrosell1,lagarde
[25] lagarde,stationsbpfr
[25] stationsbpfr,verifone_petro
[18] motoriousmotors,visionzerony
[14] dan_kammen,berkeleyrael
[14] berkeleyrael,ogilvy
[13] popupmag,adweek

Top Word Pairs in Tweet in G5:
[95] fox,news
[94] next,week
[93] primetime,next
[90] hosting,fox
[89] lawrence,jones
[89] jones,hosting
[89] news,primetime
[87] lawrencebjones3,lawrence
[11] msnbc,cnn
[11] cnn,hgtv

Top Word Pairs in Tweet in G6:
[84] koimtv,adweek
[19] adweek,vancityreynolds
[17] chicken,sandwich
[17] kfreberg,koimtv
[17] vancityreynolds,theadrianmolina
[17] kristenhnyhan,erinnicoleh_
[16] erinnicoleh_,starbetter
[13] fer_machado123,love
[12] love,misspelled
[12] misspelled,url

Top Word Pairs in Tweet in G7:
[112] surge,staggering
[112] staggering,1900
[112] 1900,increase
[112] increase,anti
[112] anti,asian
[112] asian,hate
[112] hate,crimes
[112] crimes,york
[112] york,city
[112] city,past

Top Word Pairs in Tweet in G8:
[16] adweek,back
[16] back,december
[16] december,nadinedietz
[16] nadinedietz,asked
[16] asked,#marketingtwitter
[16] #marketingtwitter,community
[16] community,re
[16] re,excited
[16] excited,coming
[16] coming,year

Top Word Pairs in Tweet in G9:
[163] #marketing,news
[134] #advertising,newswire
[89] #socialmedia,#advertising
[86] marshawright,#marketing
[76] #advertising,#influencermarketing
[74] #socialmedia,#influencermarketing
[71] #marketing,#socialmedia
[64] marshawright,#advertising
[33] profiles,black
[33] black,creativity

Top Word Pairs in Tweet in G10:
[6] adweek,stanphelpspg
[5] social,media
[5] #diversity,#equity
[5] #equity,#inclusion
[5] perseverance,rover
[4] adweek,rhea_mathew
[4] #misinformation,#socialmedia
[4] #socialmedia,still
[4] still,rampant
[4] rampant,according

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@zanger
@markstenberg3
@tiffmoustakas
@koimtv
@insideroblox
@kfreberg
@nilsleonard
@_adweek
@itskennyatta

Top Replied-To in G1:
@adweek
@insideroblox
@zanger
@mattstasoff
@sourpatchkids
@jeeveswilliams
@eatliquidgold
@madrobyn
@griner
@robot_unit

Top Replied-To in G3:
@zanger
@markstenberg3
@tiffmoustakas
@adweek
@nilsleonard
@itskennyatta
@isaacjwooden
@almannarino
@cindygallop
@neco_ornot

Top Replied-To in G4:
@adweek
@motorious_cars
@vision_0_tech
@adage
@johnhopebryant
@twitter
@public
@luminoustaeyang
@i_am_motorious

Top Replied-To in G5:
@atnickmartin
@prisus
@e_farach
@bidenshair
@danijackson
@ogiiiscoop
@cnn
@corynnmyers

Top Replied-To in G6:
@koimtv
@adweek
@kfreberg
@jermaine_nyc
@pixlee
@nicoletabak
@musa
@therealmarvin
@adriyoung
@daniellestein1

Top Replied-To in G8:
@nadinedietz
@koimtv
@gailtifford
@executivemoms
@zanger

Top Replied-To in G9:
@ronaldcoyle

Top Replied-To in G10:
@adweek
@bozvisualarts
@keithstweets
@rhea_mathew
@tiffmoustakas
@kelcsteele

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@marshawright
@minjinlee11
@lawrencebjones3
@koimtv
@mcdonalds
@barbmessing
@jaketapper
@businessinsider
@griner

Top Mentioned in G1:
@adweek
@barbmessing
@insideroblox
@mcdonalds
@reddit
@tacobell
@braze
@analyticglobal
@celtra
@npdgroup

Top Mentioned in G2:
@cloudatalytics
@betterknowyou

Top Mentioned in G3:
@adweek
@businessinsider
@griner
@everette
@onceuponafarm
@tiffmoustakas
@markstenberg3
@scottnover
@zanger
@artsy

Top Mentioned in G4:
@adweek
@lagarde
@ogilvy
@motorious_cars
@visionzerony
@nyctaxi
@verifone
@martinrosell1
@stationsbpfr
@verifone_petro

Top Mentioned in G5:
@lawrencebjones3
@adweek
@forbes
@cnn
@foxnews
@roadmn
@harrisfaulkner
@outnumberedfnc
@msnbc
@wsj

Top Mentioned in G6:
@adweek
@koimtv
@vancityreynolds
@popeyeschicken
@fer_machado123
@theadrianmolina
@ccmarce_writes
@kristenhnyhan
@erinnicoleh_
@starbetter

Top Mentioned in G7:
@minjinlee11

Top Mentioned in G8:
@adweek
@nadinedietz
@un
@lowes
@gailtifford
@robertocazevedo
@executivemoms
@proctergamble
@adwe
@dsabo

Top Mentioned in G9:
@marshawright
@ericfrodgers
@adweek
@greggthorpe
@thatchristinag
@iamnekasha
@fer_machado123
@ronaldcoyle
@th
@donnyospeaks

Top Mentioned in G10:
@adweek
@socialprodaily
@pewresearch
@natgeo
@rhea_mathew
@burrellesus
@stanphelpspg
@nedastaff
@glassdoor
@colorintechorg

Top Tweeters
Top Tweeters in Entire Graph:
@rojname_com
@marshawright
@robinsnewswire
@threadreaderapp
@chris_1791
@edinburghwatch
@raymond_norman
@lt38
@delta
@jude_mugabi

Top Tweeters in G1:
@lt38
@1loriking
@tacobell
@hollowmanseries
@amazingchevvolt
@iggy
@ninatypewriter
@_coolstorycori_
@jimmyjohns
@prpeep

Top Tweeters in G2:
@rojname_com
@jackiedeburca
@uohanalilly
@rojname_english
@zzsheyn
@jamesvgingerich
@c_cgottlieb
@trumwill
@aerocles
@allredtodorojo

Top Tweeters in G3:
@jude_mugabi
@femtech_
@businessinsider
@kimvie
@ami_tvdfan
@ansisegle
@elkehollings
@complex
@barretttechnet
@cindygallop

Top Tweeters in G4:
@threadreaderapp
@mtv
@debraruh
@slackhq
@att
@adage
@scsupport
@menshealthmag
@google
@cmt

Top Tweeters in G5:
@chris_1791
@rolandsmartin
@irritatedwoman
@sampleatl
@nytimes
@foxnews
@titansowell
@hotepjesus
@cnn
@wsj

Top Tweeters in G6:
@gadiooumoul
@clarissa_laskey
@madalynsklar
@junaebrown
@bambiambi313
@janetmachuka_
@keturahthegreat
@shimataver
@cardozagab
@kfreberg

Top Tweeters in G7:
@marthalynneowe1
@reeltalker
@iamsophianelson
@splendentsweven
@roselover24
@dotthedragon
@c_nancyr
@mikeelk
@rycalochka
@glynisspencer

Top Tweeters in G8:
@pizzahut
@andytoronto
@nightberryrose
@lowes
@botfemale
@iangertler
@anasebrahem
@un
@christinasbg
@iampictorius

Top Tweeters in G9:
@marshawright
@raymond_norman
@edjlazar
@sudeepkhatri
@john_siracusa
@fantasticradioo
@juanjo3800
@riyadhalrifai
@o_g_log
@hunthertornado

Top Tweeters in G10:
@waze
@lucky5713
@gregbjenkins
@corettascottkey
@mls
@jgombita
@nascar
@pewresearch
@feefeh_
@messageplicity


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