adweek, Twitter, 8/19/2022 4:41:13 PM, 280362


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adweek_2022-08-19_09-18-35.xlsx
adweek_2022-08-19_09-18-35.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 19, 2022
Short Description:
adweek via NodeXL https://bit.ly/3PCJt1V
@adweek
@tvnewser
@marklevinshow
@jnicer3289
@sol49358206
@palazzolonancy
@cnn
@spirosmargaris
@tvnewsnow
@cablenewswatch

Top hashtags:
#analytics
#socialmedia
#googleads
#facebookads
#marketing
#platforms
#branding

Description:
Description
The graph represents a network of 4,561 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, 19 August 2022 at 16:24 UTC.

The requested start date was Friday, 19 August 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 12-day, 16-hour, 45-minute period from Saturday, 06 August 2022 at 07:14 UTC to Friday, 19 August 2022 at 00:00 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 : 4561
Unique Edges : 4931
Edges With Duplicates : 9804
Total Edges : 14735
Number of Edge Types : 5
Mentions : 3627
Tweet : 3290
MentionsInRetweet : 4555
Retweet : 2563
Replies to : 700
Self-Loops : 3332
Reciprocated Vertex Pair Ratio : 0.0379802738112763
Reciprocated Edge Ratio : 0.0731811090625443
Connected Components : 777
Single-Vertex Connected Components : 569
Maximum Vertices in a Connected Component : 3190
Maximum Edges in a Connected Component : 11407
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.729786
Graph Density : 0.000339020374879316
Modularity : 0.394713
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 4,561 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, 19 August 2022 at 16:24 UTC.

The requested start date was Friday, 19 August 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 12-day, 16-hour, 45-minute period from Saturday, 06 August 2022 at 07:14 UTC to Friday, 19 August 2022 at 00:00 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:
[129] https://www.adweek.com/tvnewser/sunday-august-14-scoreboard-mark-levin-earns-more-than-2-million-viewers-at-8-pm/512575/
[89] https://www.adweek.com/brand-marketing/how-ai-is-making-voice-chatbots-more-realistic-than-ever/
[50] https://www.adweek.com/commerce/heinz-taps-ai-design-next-ad-campaign/
[39] https://www.adweek.com/performance-marketing/twitter-debuts-twitter-pixel-conversions-api-app-purchase-optimization/
[35] https://www.adweek.com/media/see-all-the-2022-adweek-podcast-of-the-year-awards-winners/
[34] https://tweetedtimes.com/v/296
[27] https://www.adweek.com/tvnewser/saturday-august-13-scoreboard-dan-bongino-averages-1-5-million-viewers-at-9-pm-no-1-in-prime/512572/
[24] https://www.adweek.com/performance-marketing/your-startup-needs-a-dedicated-growth-budget/
[24] https://twinybots.ch/
[23] https://booking.com/

Top URLs in Tweet in G1:
[19] https://www.adweek.com/media/see-all-the-2022-adweek-podcast-of-the-year-awards-winners/
[14] https://www.adweek.com/creativity/jack-in-the-box-brings-back-old-menu-items-and-former-employee-mark-hamill/?utm_content=buffera1cdd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://www.adweek.com/?p=1455884&utm_content=bufferfb7b4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://www.adweek.com/performance-marketing/vote-now-for-adweeks-2022-readers-choice-best-of-tech-partner-awards/
[12] https://www.adweek.com/performance-marketing/twitter-debuts-twitter-pixel-conversions-api-app-purchase-optimization/
[8] https://www.adweek.com/social-marketing/move-over-google-tiktok-is-the-go-to-search-engine-for-gen-z/
[7] https://www.adweek.com/creativity/a-super-hero-epic-spot-promos-adidas-tie-up-with-artist-hebru-brantley/?utm_content=bufferf247c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.adweek.com/performance-marketing/vote-now-for-adweeks-2022-readers-choice-best-of-tech-partner-awards/?utm_source=partnerefforts&utm_medium=affiliate&utm_campaign=BestOfTech2022&utm_content=special_Email
[6] https://www.adweek.com/media/reductress-acquired-phenomenal-media/
[5] https://www.adweek.com/convergent-tv/abbott-elementary-wins-4-tca-awards-including-program-of-the-year/?utm_content=buffer7667e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[6] https://www.adweek.com/agencyspy/aaf-celebrates-30th-anniversary-of-advertising-hall-of-achievement-with-8-new-inductees/178083/
[6] https://www.adweek.com/creativity/introducing-off-madison-an-adweek-podcast-exploring-the-rise-of-diverse-industry-talent/
[5] https://www.adweek.com/agencies/this-study-shows-gen-z-doesnt-live-up-to-its-reputation-on-valuing-brand-purpose-and-sustainability/
[5] https://www.adweek.com/?p=1455884&utm_content=bufferfb7b4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.adweek.com/commerce/pinterest-begins-rolling-out-hosted-checkout-experience/amp/
[4] https://twitter.com/Adweek/status/1556626388236500994
[4] https://www.adweek.com/agencies/as-burnout-plagues-creatives-heres-how-agencies-are-keeping-them-inspired/
[4] https://twitter.com/adweek/status/1556701944592334848
[4] https://www.adweek.com/agencies/vmlyr-hires-a-global-cso-to-bridge-brand-and-customer-experience/
[4] https://www.adweek.com/agencies/publicis-nabs-a-bulk-of-mondelezs-global-media-business/

Top URLs in Tweet in G3:
[13] https://www.adweek.com/performance-marketing/your-startup-needs-a-dedicated-growth-budget/
[12] https://www.adweek.com/commerce/digging-deep-into-e-commerce-with-pinterest/
[10] https://twinybots.ch/
[10] https://www.adweek.com/social-marketing/meta-introduces-b-to-b-targeting-segments/
[10] https://www.adweek.com/performance-marketing/twitter-debuts-twitter-pixel-conversions-api-app-purchase-optimization/
[9] https://www.adweek.com/media/spotify-revolutionized-podcasting-can-it-do-the-same-for-podcast-ads/
[9] https://www.adweek.com/brand-marketing/how-ai-is-making-voice-chatbots-more-realistic-than-ever/
[9] https://booking.com/
[8] https://www.adweek.com/agencies/why-agencies-should-prioritize-making-the-digital-world-more-accessible/
[8] https://www.adweek.com/commerce/marketing-morsels-ritz-smores-booking-com-hamptons/

Top URLs in Tweet in G4:
[128] https://www.adweek.com/tvnewser/sunday-august-14-scoreboard-mark-levin-earns-more-than-2-million-viewers-at-8-pm/512575/
[27] https://www.adweek.com/tvnewser/saturday-august-13-scoreboard-dan-bongino-averages-1-5-million-viewers-at-9-pm-no-1-in-prime/512572/
[1] https://www.adweek.com/tvnewser/here-are-top-rated-cable-news-shows-for-july-22/511907/
[1] https://www.adweek.com/tvnewser/tuesday-august-16-scoreboard-alex-wagner-tonight-delivers-2-million-viewers-in-its-debut/512794/
[1] https://www.adweek.com/tvnewser/friday-august-5-scoreboard-jesse-watters-is-most-watched-cable-news-host/512168/
[1] https://www.adweek.com/tvnewser/monday-aug-8-scoreboard-fox-news-is-no-1-at-7-pm-when-news-broke-of-fbi-executing-search-warrant-at-trumps-mar-a-lago/512297/
[1] https://www.adweek.com/tvnewser/tuesday-august-9-scoreboard-the-five-earns-4-million-viewers-at-5-pm/512369/
[1] https://www.adweek.com/tvnewser/wednesday-august-10-scoreboard-gutfeld-has-2nd-most-watched-telecast-since-launch/512445/
[1] https://www.adweek.com/tvnewser/thursday-august-11-scoreboard-fox-news-wins-primetime-total-day-cnn-beats-msnbc-in-demo-falls-short-in-total-viewers/512482/
[1] https://www.adweek.com/tvnewser/friday-aug-12-scoreboard-the-five-tucker-carlson-tonight-hannity-jesse-watters-primetime-special-report-with-bret-baier-were-5-most-watched-shows/512530/

Top URLs in Tweet in G5:
[2] https://www.adweek.com/convergent-tv/nbcuniversal-world-cup-ad-inventory-nearly-sold-out/
[2] https://www.europapress.es/internacional/noticia-cerca-14-millones-ninos-llevan-mas-ano-ir-escuela-etiopia-pandemia-guerra-tigray-20210420144535.html?utm_source=boletin&utm_medium=email&u@Sol
[1] https://www.adweek.com/brand-marketing/new-york-liberty-xbox-roblox-basketball-women-sports/
[1] https://www.adweek.com/convergent-tv/nbcuniversal-world-cup-ad-inventory-nearly-sold-out/#:~:text=Despite%20being%20just%20under%20100,on%20Nov.%2020%20in%20Qatar
[1] https://www.adweek.com/lostremote/hbo-max-remove-even-more-content-this-week/65406
[1] https://www.adweek.com/lostremote/prime-video-boys-mocks-warner-bros-discovery-hbo-max/64812
[1] https://www.adweek.com/lostremote/mike-tyson-criticizes-hulu-miniseries-about-his-life-career/64818
[1] https://www.adweek.com/lostremote/discovery-coming-to-sling-tv-and-dish-tv/64838
[1] https://www.adweek.com/lostremote/hbo-max-introduces-improved-mobile-and-desktop-apps/64857
[1] https://www.adweek.com/lostremote/next-365-days-and-2-other-trailers-you-missed/64864

Top URLs in Tweet in G6:
[66] https://www.adweek.com/brand-marketing/how-ai-is-making-voice-chatbots-more-realistic-than-ever/
[26] https://www.adweek.com/commerce/heinz-taps-ai-design-next-ad-campaign/
[15] https://www.adweek.com/creativity/short-film-the-resignation-sends-a-wake-up-call-to-employers-about-the-future-of-work/
[7] https://www.adweek.com/performance-marketing/your-startup-needs-a-dedicated-growth-budget/
[5] https://www.adweek.com/brand-marketing/music-trends-that-defined-the-second-quarter-of-2022/
[5] https://www.adweek.com/brand-marketing/american-express-us-open-break-the-love/
[5] https://www.adweek.com/brand-marketing/what-a-tiktok-experiment-taught-eos-about-taking-risks-even-in-tough-times/
[5] https://www.adweek.com/brand-marketing/purpose-strategy-will-future-proof-your-brand-through-economic-downturn/
[5] https://www.adweek.com/brand-marketing/the-role-of-authentic-leadership-in-driving-culture-with-fabletics/
[5] https://www.adweek.com/brand-marketing/racing-and-reason-will-drive-success-for-sustainable-racing-series-formula-e/

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1560276020795953153
[1] https://twitter.com/i/web/status/1497886829957292033
[1] https://twitter.com/i/web/status/1559817116387262465
[1] https://twitter.com/i/web/status/1559159068111036417
[1] https://twitter.com/i/web/status/1559158995893555206

Top URLs in Tweet in G8:
[6] https://www.adweek.com/commerce/why-brands-agencies-cant-ignore-nfts/
[5] http://paper.li/e-1446793244
[4] https://www.adweek.com/brand-marketing/to-really-see-success-the-metaverse-needs-to-mirror-reality-without-its-inconveniences/
[3] https://www.adweek.com/media/samsung-galaxy-z-flip4-lets-facebook-instagram-users-capture-hands-free-video/
[2] https://www.adweek.com/brand-marketing/metaverse-trends-to-watch-in-2022/
[1] http://adfilmtv.org/?edition_id=1ff8e620-1f00-11ed-9961-fa163e6ccaff
[1] http://adfilmtv.org/?edition_id=50d05920-165b-11ed-9961-fa163e6ccaff
[1] http://adfilmtv.org/?edition_id=763a6680-1bdb-11ed-9961-fa163e6ccaff
[1] http://adfilmtv.org/?edition_id=b4662240-1ca4-11ed-9961-fa163e6ccaff
[1] http://adfilmtv.org/?edition_id=786b8fd0-1724-11ed-9961-fa163e6ccaff

Top URLs in Tweet in G9:
[2] https://www.adweek.com/media/see-all-the-2022-adweek-podcast-of-the-year-awards-winners/
[1] https://twitter.com/pivotpod/status/1556643121953492995
[1] https://www.adweek.com/media/see-all-the-2022-adweek-podcast-of-the-year-awards-winners/amp/

Top URLs in Tweet in G10:
[2] https://www.adweek.com/programmatic/kargo-acquires-ziggeo-to-expand-footprint-into-online-video/
[2] https://www.adweek.com/performance-marketing/in-uncertain-times-a-play-it-safe-strategy-for-brands-will-be-anything-but/
[1] https://www.adweek.com/performance-marketing/vote-now-for-adweeks-2022-readers-choice-best-of-tech-partner-awards/
[1] https://www.adweek.com/programmatic/kargo-acquires-ziggeo-to-expand-footprint-into-online-video/#
[1] https://www.linkedin.com/posts/nick-coston-9780123_theresabillboardforeverything-oohmedia-doohadvertising-activity-6964573873790980096-ep1L?utm_source=linkedin_share&utm_medium=ios_app
[1] https://www.linkedin.com/posts/nick-coston-9780123_theresabillboardforeverything-ukraine-outdoormedia-activity-6962060763062484992-Ei2x?utm_source=linkedin_share&utm_medium=ios_app
[1] https://twitter.com/daabaer/status/1557291217301508099
[1] https://marketing.prohaskaconsulting.com/l/931413/2022-08-10/256s8/4501
[1] https://marketing.prohaskaconsulting.com/l/931413/2022-08-10/256xk/4519
[1] https://marketing.prohaskaconsulting.com/l/931413/2022-08-10/2565c/4489

Top Domains
Top Domains in Tweet in Entire Graph:
[4346] adweek.com
[323] twitter.com
[69] dlvr.it
[50] dy.si
[48] tweetedtimes.com
[24] tvnewscheck.com
[24] twinybots.ch
[23] booking.com
[23] linkedin.com
[16] apple.com

Top Domains in Tweet in G1:
[670] adweek.com
[78] twitter.com
[8] dy.si
[8] youtube.com
[6] apple.com
[6] spotify.com
[4] superbowl-ads.com
[4] paper.li
[3] bit.ly
[2] webcasts.com

Top Domains in Tweet in G2:
[436] adweek.com
[82] twitter.com
[7] apple.com
[7] spotify.com
[7] webcasts.com
[5] youtube.com
[4] linkedin.com
[1] office.com
[1] tiktok.com
[1] bcg.com

Top Domains in Tweet in G3:
[1175] adweek.com
[80] twitter.com
[24] tvnewscheck.com
[21] dy.si
[14] tweetedtimes.com
[12] linkedin.com
[11] ampproject.org
[11] google.com
[10] twinybots.ch
[9] booking.com

Top Domains in Tweet in G4:
[166] adweek.com

Top Domains in Tweet in G5:
[36] adweek.com
[2] europapress.es

Top Domains in Tweet in G6:
[373] adweek.com
[4] booking.com
[2] twitter.com
[2] twinybots.ch

Top Domains in Tweet in G7:
[5] twitter.com

Top Domains in Tweet in G8:
[22] adweek.com
[12] adfilmtv.org
[8] twitter.com
[5] paper.li
[1] taskque.com
[1] newswebsite.com
[1] trib.al
[1] democraticunderground.com

Top Domains in Tweet in G9:
[3] adweek.com
[1] twitter.com

Top Domains in Tweet in G10:
[6] adweek.com
[3] twitter.com
[3] prohaskaconsulting.com
[2] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[220] analytics
[192] socialmedia
[186] googleads
[184] facebookads
[153] marketing
[147] platforms
[125] branding
[124] digitalmarkerting
[122] therighttime
[119] strategy



Top Hashtags in Tweet in G1:
[121] therighttime
[17] adweekchat
[14] commerceweek
[11] marketing
[10] advertising
[9] cancelculture
[8] maejorfrequency
[8] iq2us
[8] adweek
[7] brandweek

Top Hashtags in Tweet in G2:
[80] adweekchat
[32] marketingtwitter
[6] genz
[5] brandweek
[5] smprofs
[4] webinar
[4] voice
[3] streaming
[3] advertisers
[3] marketers

Top Hashtags in Tweet in G3:
[68] pacdigitalsigns
[46] marketing
[23] adweek
[21] twittermarketingnews
[20] socialmedia
[16] advertising
[14] effectvemp
[12] contentmarketing
[10] tiktok
[7] tech

Top Hashtags in Tweet in G4:
[1] foxnews
[1] most
[1] watched
[1] gains
[1] audience

Top Hashtags in Tweet in G5:
[5] fifaworldcup
[2] mundialtelemundo
[2] tigraycantwait
[2] tigraygenocide
[1] worldcup
[1] soccerisbetterinespanol
[1] media
[1] xbox
[1] roblox
[1] sportsbiz

Top Hashtags in Tweet in G6:
[116] branding
[91] salesenablement
[67] ai
[61] socialselling
[46] chatbots
[45] digitalselling
[41] contentmarketing
[41] contentstrategy
[41] socialmediamarketing
[41] designthinking

Top Hashtags in Tweet in G8:
[10] metaverse
[8] marketing
[6] tech
[6] nfts
[6] blockchain
[5] nftcommunity
[4] virtualreality
[4] cryptocurrency
[3] gaming
[3] techtrends

Top Hashtags in Tweet in G10:
[3] teamprohaska
[1] fundfemalefounders
[1] femalefounder
[1] acquisition
[1] technology
[1] theresabillboardforeverything
[1] recession
[1] ooh
[1] data
[1] ipl5

Top Words
Top Words in Tweet in Entire Graph:
[2656] adweek
[620] more
[570] marketing
[519] podcast
[422] best
[406] brand
[374] news
[371] ad
[366] writing
[356] sports

Top Words in Tweet in G1:
[1073] adweek
[255] podcast
[237] best
[197] bomani_jones
[154] sports
[141] named
[138] here's
[126] link
[124] believe
[121] #therighttime

Top Words in Tweet in G2:
[739] adweek
[126] sports
[114] rafelitoc7
[110] based
[108] exclusive
[102] fantasy
[99] game
[98] daily
[98] nft
[95] more

Top Words in Tweet in G3:
[238] adweek
[153] more
[95] brand
[93] marketing
[87] ad
[73] twitter
[68] #pacdigitalsigns
[66] news
[65] media
[62] podcast

Top Words in Tweet in G4:
[128] thank
[128] levinites
[127] marklevinshow
[103] news
[63] fox
[61] tv
[61] ratings
[52] tvnewsnow
[40] watched
[33] cable

Top Words in Tweet in G5:
[131] escuchado
[131] relatos
[131] desgarradores
[131] violación
[131] violencia
[131] sexual
[131] niños
[131] mujeres
[131] señalado
[131] elder

Top Words in Tweet in G6:
[116] #branding
[91] #salesenablement
[78] mediarings
[67] #ai
[61] #socialselling
[60] more
[51] ad
[46] #chatbots
[45] #digitalselling
[44] ai

Top Words in Tweet in G7:
[355] writing
[127] dickiebush
[124] books
[119] time
[119] letters
[119] art
[118] waste
[118] boron
[118] war
[118] well

Top Words in Tweet in G8:
[55] adweek
[26] samsung
[19] simo__ben
[18] more
[17] thanks
[15] adage
[14] tv
[14] marketing
[13] latest
[13] ad

Top Words in Tweet in G9:
[97] adweek
[92] pivotpod
[87] profgalloway
[59] karaswisher
[37] congratulations
[37] best
[34] thought
[34] laranaaman
[34] evanengel
[33] leadership

Top Words in Tweet in G10:
[24] checkmyadshq
[16] adweek
[16] found
[14] nandoodles
[12] hahaha
[12] oh
[12] god
[12] thezedwards
[12] board
[12] member

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[186] #analytics,#googleads
[184] #googleads,#facebookads
[136] ##socialmedia,#platforms
[134] named,best
[131] escuchado,relatos
[131] relatos,desgarradores
[131] desgarradores,violación
[131] violación,violencia
[131] violencia,sexual
[131] sexual,niños

Top Word Pairs in Tweet in G1:
[129] named,best
[123] sports,podcast
[122] best,sports
[121] #therighttime,named
[121] podcast,adweek
[121] adweek,here's
[121] here's,link
[121] link,believe
[120] bomani_jones,#therighttime
[71] bomani_jones,adweek

Top Word Pairs in Tweet in G2:
[101] adweek,exclusive
[98] fantasy,sports
[97] daily,fantasy
[93] nft,based
[92] based,daily
[89] sports,game
[88] dkreignmakers,adweek
[88] exclusive,rafelitoc7
[88] rafelitoc7,dives
[88] dives,dk

Top Word Pairs in Tweet in G3:
[21] adweek,#twittermarketingnews
[19] #twittermarketingnews,courtesy
[17] debuts,twitter
[17] marketing,morsels
[17] world,news
[16] twitter,debuts
[15] see,more
[15] twitter,pixel
[15] pixel,conversions
[15] conversions,api

Top Word Pairs in Tweet in G4:
[128] thank,levinites
[127] marklevinshow,thank
[61] tv,ratings
[61] ratings,fox
[61] fox,news
[52] tvnewsnow,tv
[31] cable,news
[30] america,watched
[29] watched,cable
[27] news,dbongino

Top Word Pairs in Tweet in G5:
[131] escuchado,relatos
[131] relatos,desgarradores
[131] desgarradores,violación
[131] violación,violencia
[131] violencia,sexual
[131] sexual,niños
[131] niños,mujeres
[131] mujeres,señalado
[131] señalado,elder
[120] sol49358206,escuchado

Top Word Pairs in Tweet in G6:
[91] #branding,#salesenablement
[61] #salesenablement,#socialselling
[45] #socialselling,#digitalselling
[41] #digitalselling,#contentmarketing
[41] #contentmarketing,#contentstrategy
[41] #contentstrategy,#socialmediamarketing
[41] #socialmediamarketing,#designthinking
[38] rise,#ai
[38] ahier,pawlowskimario
[38] pawlowskimario,mvollmer1

Top Word Pairs in Tweet in G7:
[118] writing,books
[118] books,waste
[118] waste,time
[118] time,boron
[118] boron,letters
[118] letters,war
[118] war,art
[118] art,writing
[118] writing,well
[118] well,writing

Top Word Pairs in Tweet in G8:
[13] adweek,adage
[13] understand,samsung
[13] samsung,spends
[13] spends,yearly
[13] yearly,more
[13] more,10
[13] 10,billion
[13] billion,usd
[13] usd,marketing
[13] marketing,ends

Top Word Pairs in Tweet in G9:
[72] profgalloway,adweek
[49] karaswisher,profgalloway
[34] laranaaman,evanengel
[33] best,thought
[33] thought,leadership
[33] adweek,pivotpod
[32] congratulations,karaswisher
[31] adweek,announced
[31] announced,pivot
[31] pivot,winner

Top Word Pairs in Tweet in G10:
[12] hahaha,oh
[12] oh,god
[12] god,found
[12] found,thezedwards
[12] thezedwards,checkmyadshq
[12] checkmyadshq,board
[12] board,member
[12] member,checkmyadshq
[12] checkmyadshq,cofounder
[12] cofounder,both

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@bomani_jones
@profgalloway
@pivotpod
@mauricelamarche
@giapeppers
@itskennyatta
@notteham
@georgehahn
@stephenlepitak

Top Replied-To in G1:
@adweek
@bomani_jones
@mauricelamarche
@slimjim
@marsglobal
@itskennyatta
@that90sgirl
@mwurst
@directvnews
@brianne2k

Top Replied-To in G2:
@adweek
@notteham
@stephenlepitak
@jamesonfleming
@dkreignmakers
@shannonl_miller
@cambermc
@brianne2k
@virtudeskcom
@itskennyatta

Top Replied-To in G4:
@imjustaguy___
@theusasingers
@kilmeade

Top Replied-To in G7:
@dickiebush
@grammarhippy
@nicolascole77
@tony_uketui

Top Replied-To in G8:
@simo__ben
@chavvanramesh
@inc
@adweek
@jsciarrotta
@ryanbarwick
@dimafadma
@larby79106329
@businessinsider
@toudah1

Top Replied-To in G9:
@profgalloway
@pivotpod
@georgehahn
@karaswisher
@kathleen_barbro
@jurajsalapa
@alisterrobbie
@gtl510

Top Replied-To in G10:
@mackmckelvey

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@bomani_jones
@marklevinshow
@dickiebush
@sol49358206
@rafelitoc7
@draftkings
@dkreignmakers
@pivotpod
@emmyliederman

Top Mentioned in G1:
@adweek
@bomani_jones
@maejor
@jackbox
@markhamill
@emmyliederman
@liveramp
@awbrandshare
@justinroiland
@brandweek

Top Mentioned in G2:
@adweek
@rafelitoc7
@draftkings
@dkreignmakers
@shannonl_miller
@emmyliederman
@jasonlynch
@tlstanleyla
@maejor
@kenanthompson

Top Mentioned in G3:
@salestweaker
@farmingretweets
@vuuuk81
@bezoscrypto
@nick_hagueb2b

Top Mentioned in G4:
@marklevinshow
@tvnewsnow
@dbongino
@thefive
@seanhannity
@bretbaier
@willcain
@jesseprimetime
@ingrahamangle
@gutfeldfox

Top Mentioned in G5:
@sol49358206
@axumawii
@nbcutelemundo
@telemundosports
@adweek
@lostremote
@lindayacc
@nbcuniversal
@mexonu
@susanamalcorra

Top Mentioned in G6:
@mediarings
@ahier
@pawlowskimario
@mvollmer1
@paula_piccard
@gvalan
@unfoldlabs
@asokan_telecom
@g

Top Mentioned in G7:
@dickiebush
@grammarhippy
@dylan_bridger

Top Mentioned in G8:
@adweek
@samsung
@adage
@simo__ben
@clioawards
@cheil_worldwide
@campaignasia
@samsungmobile
@samsungalgerie
@printmag

Top Mentioned in G9:
@adweek
@pivotpod
@profgalloway
@karaswisher
@laranaaman
@evanengel
@voxmedia
@silveriomia
@georgehahn
@jonfavs

Top Mentioned in G10:
@adweek
@nandoodles
@thezedwards
@checkmyadshq
@cindygallop
@ziggeo
@kargo
@adweekpodcasts
@catherineperlo1
@youroaaa

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@paoloigna1
@chidambara09
@robinsnewswire
@xaelbot
@yodaism
@cybersecurityn8
@evankirstel
@bunrxm

Top Tweeters in G1:
@yodaism
@bunrxm
@thenflchick
@education_24x7
@makeitaquote
@alani_x
@briasoboojie
@iggy
@lbrothersmedia
@jayfrom88

Top Tweeters in G2:
@ansisegle
@radseed
@cnbc
@latimes
@alaskaair
@legatronprime
@lordofnoyze
@xbox
@ma_nyc7
@aerocles

Top Tweeters in G3:
@robinsnewswire
@jimmyroybloom
@swissbusiness
@mile_by_mile
@paulpaul49
@news_type_c
@brave0nft
@pekkalooking
@nazmulmarketer1
@suriyasubraman

Top Tweeters in G4:
@amcneer
@ginou1010
@dhrxsol1234
@nymets22
@rollypoly31
@1swinging_voter
@texan2a
@desicuban
@sabrinanc10
@idgaf_alaniz

Top Tweeters in G5:
@nigsti_tigray
@romhai_h
@tsrha_kw
@telemundosports
@sabaalem6_sabi
@meserehiluf
@tsgabgebremary7
@kusuweyenti
@amlsha_
@mamaye_m

Top Tweeters in G6:
@sectest9
@chidambara09
@xaelbot
@cybersecurityn8
@evankirstel
@fabriciosx
@codewithtwitchi
@goaidev
@ssxman2
@xeronbot

Top Tweeters in G7:
@jennykim
@m_faisal44
@pot_47
@migitymiguel
@fgonzalez1978
@jengubetini
@vkrama01
@avais_nisar
@mwaura_wainaina
@nicolascole77

Top Tweeters in G8:
@thehill
@business
@businessinsider
@jeffbullas
@mashable
@forbes
@inc
@theeconomist
@fastcompany
@fortunemagazine

Top Tweeters in G9:
@pambevis
@bethverry1
@danbuk4
@karaswisher
@josieo
@aimlow23
@alala55
@alisterrobbie
@intelligencer
@jamesjets_often

Top Tweeters in G10:
@johnapp63499667
@momsthoughts
@cindygallop
@jennanjack
@primate7
@mlb
@chaplinscourage
@dominus_media
@imontoyainsists
@foolmin8or


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