adweek, Twitter, 11/25/2022 6:52:09 PM, 284966


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adweek_2022-11-25_09-18-35.xlsx
adweek_2022-11-25_09-18-35.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2022
Short Description:
adweek via NodeXL https://bit.ly/3V9fDpk
@adweek
@ravikarkara
@tvnewsnow
@tulsigabbard
@marklevinshow
@ebonysystems
@realblackpac
@macys
@realsupducks
@xbond49

Top hashtags:
#analytics
#googleads
#facebookads
#marketing
#web3
#pacdigitalsigns
#metaverse
#adweekchat

Description:
Description
The graph represents a network of 5,200 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, 25 November 2022 at 17:25 UTC.

The requested start date was Friday, 25 November 2022 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 27-day, 6-hour, 28-minute period from Friday, 28 October 2022 at 12:51 UTC to Thursday, 24 November 2022 at 19:20 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 : 5200
Unique Edges : 4927
Edges With Duplicates : 9640
Total Edges : 14567
Number of Edge Types : 5
Retweet : 2844
MentionsInRetweet : 4326
Tweet : 2926
Mentions : 3828
Replies to : 643
Self-Loops : 2984
Reciprocated Vertex Pair Ratio : 0.0440040798484628
Reciprocated Edge Ratio : 0.0842986741102582
Connected Components : 934
Single-Vertex Connected Components : 735
Maximum Vertices in a Connected Component : 3268
Maximum Edges in a Connected Component : 11125
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.416187
Graph Density : 0.000265028777723527
Modularity : 0.404551
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,200 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, 25 November 2022 at 17:25 UTC.

The requested start date was Friday, 25 November 2022 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 27-day, 6-hour, 28-minute period from Friday, 28 October 2022 at 12:51 UTC to Thursday, 24 November 2022 at 19:20 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:
[98] https://www.adweek.com/social-marketing/the-future-of-access-at-twitter-is-in-jeopardy/
[78] https://www.adweek.com/tvnewser/fox-news-extends-mark-levins-multi-year-deal/518718/
[52] https://www.adweek.com/media/twitter-sarah-personette-resigns/
[49] https://www.adweek.com/commerce/mattel-debuts-new-nft-marketplace-to-turn-toys-into-digital-collectibles/
[47] https://www.adweek.com/brand-marketing/metaverse-marketing-podcast-whats-next-for-web3-and-beyond/
[32] https://www.adweek.com/commerce/macys-thanksgiving-day-parade-2022-metaverse/
[31] https://www.adweek.com/media/meet-the-winners-of-the-2022-adweeks-readers-choice-best-of-tech-partner-awards/
[31] https://tweetedtimes.com/v/296
[27] https://www.adweek.com/media/as-the-nft-frenzy-fades-brands-recalibrate-their-strategy/
[21] https://www.adweek.com/media/why-newsletters-are-thriving-on-linkedin-as-meta-twitter-abandon-them/

Top URLs in Tweet in G1:
[17] https://event.adweek.com/elevate-future-of-shopping-2022/2325562
[16] https://www.adweek.com/media/meet-the-winners-of-the-2022-adweeks-readers-choice-best-of-tech-partner-awards/
[13] https://www.adweek.com/brand-marketing/iceland-to-space-tourists-save-money-and-visit-there-instead/?utm_content=buffer33f92&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.adweek.com/brand-marketing/the-adweek-50-honoring-media-marketing-and-techs-indispensable-behind-the-scenes-stars/
[7] https://www.adweek.com/media/twitter-fixed-a-bug-that-exposed-advertisers-sensitive-credit-details-internally/?utm_content=bufferf2c01&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.adweek.com/commerce/macys-thanksgiving-day-parade-2022-metaverse/
[5] https://www.adweek.com/media/as-the-nft-frenzy-fades-brands-recalibrate-their-strategy/
[5] https://www.adweek.com/commerce/ar-is-the-secret-weapon-retailers-need-this-holiday-season/
[5] https://www.adweek.com/creativity/matthew-mcconaughey-leads-a-march-for-teamearth-in-salesforce-spot/?utm_content=buffer2585e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.adweek.com/creativity/the-17-most-spellbinding-halloween-ad-campaigns-products-and-brand-stunts-of-2022/

Top URLs in Tweet in G2:
[23] https://www.adweek.com/commerce/mattel-debuts-new-nft-marketplace-to-turn-toys-into-digital-collectibles/
[14] https://www.adweek.com/commerce/macys-thanksgiving-day-parade-2022-metaverse/
[12] https://www.adweek.com/media/why-newsletters-are-thriving-on-linkedin-as-meta-twitter-abandon-them/
[11] https://twitter.com/adweek/status/1587776730588221442
[11] https://www.adweek.com/media/as-the-nft-frenzy-fades-brands-recalibrate-their-strategy/
[10] https://twinybots.ch/
[10] https://twitter.com/AltAwareness/status/1541845311487987716
[9] https://www.adweek.com/brand-marketing/iceland-to-space-tourists-save-money-and-visit-there-instead/
[8] https://twitter.com/Adweek/status/1587776730588221442
[7] https://www.adweek.com/creativity/this-party-doesnt-start-until-the-ocean-spray-cranberry-sauce-jiggles/

Top URLs in Tweet in G3:
[9] https://adweek.it/3Wov3Hl
[8] https://www.adweek.com/podcasts/lets-talk-about-brand/
[6] https://www.adweek.com/brand-marketing/adweeks-most-powerful-women-in-sports-are-breaking-barriers-and-shattering-glass-ceilings/
[6] https://www.adweek.com/social-marketing/the-future-of-access-at-twitter-is-in-jeopardy/
[5] https://www.adweek.com/convergent-tv/bob-iger-returns-as-disney-ceo-replacing-bob-chapek-in-shocking-shakeup/
[5] https://open.spotify.com/show/0G4SsG74FIF6ggxdjnJAZG?si=1676e02fb37b4aec&nd=1&utm_content=buffer3b506&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://podcasts.apple.com/us/podcast/adweeks-most-powerful-women-in-sports/id1617888802?utm_content=bufferd3c94&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.adweek.com/agencies/kristen-cavallo-on-the-future-of-mullenlowe-group-after-being-named-global-ceo/
[4] https://open.spotify.com/show/0uT4r3klBUv8lzQe2PgW1J?utm_content=buffer927ba&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://podcasts.apple.com/us/podcast/the-speed-of-culture-podcast/id1617896513?utm_content=buffer16122&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[4] https://www.adweek.com/news/technology/140-character-or-less-campaign-140067
[4] http://www.google.com/hostednews/ap/article/ALeqM5i-vCzy72mUC5zuJ7Ef3pPHpsSrLw?docId=ecf7e5f6ba704c8faa66c69c639b2336
[2] https://www.adweek.com/social-marketing/snapchat-ar-lenses-capture-the-attention-of-dentsu-medias-attention-economy-team/
[1] https://twitter.com/mischaschreuder/status/1594728504293486592
[1] https://bit.ly/3gQBouz
[1] https://www.adweek.com/brand-marketing/holiday-season-economic-uncertainty-shoppers-still-spending/
[1] http://adfilmtv.org/?edition_id=dfe29710-69a6-11ed-9961-fa163e6ccaff
[1] http://adfilmtv.org/?edition_id=e4f94f80-56ca-11ed-9961-fa163e6ccaff
[1] http://adfilmtv.org/?edition_id=992f67b0-59ef-11ed-9961-fa163e6ccaff
[1] http://adfilmtv.org/?edition_id=e376dcc0-5b81-11ed-9961-fa163e6ccaff

Top URLs in Tweet in G6:
[83] https://www.adweek.com/social-marketing/the-future-of-access-at-twitter-is-in-jeopardy/
[2] https://www.adweek.com/tvnewser/here-are-evening-news-ratings-for-2021-22-season-and-q3-2022/514702/
[1] https://www.adweek.com/performance-marketing/twitter-oscars-2014-stats/
[1] https://www.adweek.com/performance-marketing/castle-in-the-sky-tweets-per-second-record/
[1] https://www.adweek.com/media/twitter-fixed-a-bug-that-exposed-advertisers-sensitive-credit-details-internally/
[1] https://www.adweek.com/programmatic/twitter-tiktok-and-taboola-grow-ad-spend-as-economy-scrambles-media-mix/
[1] https://www.adweek.com/programmatic/twitter-tiktok-and-taboola-grow-ad-spend-as-economy-scrambles-media-mix/amp/
[1] https://giphy.com/gifs/adweek-nyc-zombies-walking-dead-GQbNswkIXzlvi
[1] https://twitter.com/MarleeMatlin/status/1593335308875026432
[1] http://www.adweek.com/news/advertising-branding/new-york-post-dares-you-ignore-its-new-ads-161519

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1595412885429456897
[1] http://www.wasteless.com
[1] https://www.afresh.com/
[1] https://twitter.com/Adweek/status/1592910515273355264

Top URLs in Tweet in G8:
[2] https://www.adweek.com/tvnewser/bret-baier-searches-for-common-ground-in-new-fox-news-podcast/517216/
[1] https://www.adweek.com/tvnewser/monday-nov-21-scoreboard-the-five-tucker-carlson-lead-cable-news-rankings/519130/
[1] https://www.adweek.com/tvnewser/fox-news-extends-mark-levins-multi-year-deal/518718/?dg
[1] https://www.adweek.com/tvnewser/fox-news-all-american-tree-lighting-to-take-place-monday-during-the-five/518772/
[1] https://www.adweek.com/tvnewser/wednesday-oct-26-scoreboard-fox-news-averages-nearly-3-4-million-viewers-in-primetime/517319/
[1] https://www.adweek.com/tvnewser/tuesday-oct-25-scoreboard-the-five-tucker-carlson-jesse-watters-hannity-each-draw-more-than-3-million-viewers/517233/
[1] https://www.adweek.com/tvnewser/thursday-oct-27-scoreboard-top-ranked-fox-news-gains-adults-25-54-in-primetime/517399/
[1] https://www.adweek.com/tvnewser/friday-oct-28-scoreboard-the-five-jesse-watters-primetime-tucker-carlson-tonight-each-average-more-than-3-million-viewers/517448/
[1] https://www.adweek.com/tvnewser/monday-oct-31-scoreboard-fox-news-has-7-most-watched-cable-news-shows-on-halloween/517629/
[1] https://www.adweek.com/tvnewser/monday-nov-14-scoreboard-the-five-begins-week-at-no-1-in-total-viewers-a25-54-demo/518639/

Top URLs in Tweet in G9:
[21] https://www.mediamatters.org/fox-news/fox-host-who-apparently-helped-mastermind-john-eastmans-coup-plot-was-only-one-talking
[3] https://www.adweek.com/tvnewser/geoff-bennett-and-amna-nawaz-named-pbs-newshour-co-anchors/518726/
[2] https://buff.ly/3SVN10X
[2] https://www.adweek.com/tvnewser/laura-jarrett-leaving-cnn-to-cover-doj-and-supreme-court-for-nbc-news/518647/
[2] https://www.adweek.com/tvspy/heres-the-weekly-roundup-for-the-week-ending-november-18/245304/
[2] https://www.adweek.com/tvnewser/joshua-johnson-leaves-nbc-news/518913/
[2] https://www.adweek.com/tvnewser/cnns-longest-running-original-series-this-is-life-with-lisa-ling-ends-later-this-year/518880/
[2] https://www.adweek.com/tvnewser/week-of-nov-14-evening-news-ratings-top-ranked-world-news-tonight-posts-week-to-week-year-over-year-audience-gains/519050/
[2] https://www.adweek.com/tvnewser/week-of-nov-14-basic-cable-ranker-fox-news-marks-46-consecutive-weeks-at-no-1-in-total-day/519052/
[2] https://www.adweek.com/tvnewser/heres-what-viewers-can-expect-from-pbs-on-election-night-2022/517419/

Top URLs in Tweet in G10:
[76] https://www.adweek.com/tvnewser/fox-news-extends-mark-levins-multi-year-deal/518718/
[3] https://www.adweek.com/tvnewser/monday-nov-21-scoreboard-the-five-tucker-carlson-lead-cable-news-rankings/519130/
[1] https://www.adweek.com/tvnewser/huffposts-amanda-terkel-to-join-nbc-news-as-senior-politics-editor/517334/?dg
[1] https://www.adweek.com/tvspy/wcmh-anchor-mike-jackson-writes-final-story-after-losing-his-ability-to-speak/245422/
[1] https://www.adweek.com/tvnewser/fox-news-extends-mark-levins-multi-year-deal/518718/?dg
[1] https://www.adweek.com/tvnewser/fox-nation-presents-4th-annual-patriot-awards/518844/?dg
[1] https://www.adweek.com/sponsored/how-paramount-is-pressing-play-on-multicultural-communication/
[1] https://www.adweek.com/brand-marketing/the-real-difference-between-multicultural-and-inclusive-marketing/
[1] https://www.adweek.com/tvnewser/these-are-the-top-rated-cable-news-shows-for-september-2022/515527/

Top Domains
Top Domains in Tweet in Entire Graph:
[3305] adweek.com
[326] twitter.com
[308] adweek.it
[148] bit.ly
[72] buff.ly
[70] google.com
[53] tweetedtimes.com
[49] dlvr.it
[44] apple.com
[35] spotify.com

Top Domains in Tweet in G1:
[587] adweek.com
[195] adweek.it
[44] twitter.com
[26] adweek.us
[14] apple.com
[13] spotify.com
[10] bit.ly
[3] okt.to
[3] latamdigitalmarketing.com
[3] ampproject.org

Top Domains in Tweet in G2:
[903] adweek.com
[138] twitter.com
[67] bit.ly
[41] google.com
[23] tvnewscheck.com
[22] tweetedtimes.com
[20] buff.ly
[20] increasesales.info
[16] lnkd.in
[10] twinybots.ch

Top Domains in Tweet in G3:
[329] adweek.com
[90] adweek.it
[69] twitter.com
[18] spotify.com
[18] apple.com
[14] buff.ly
[3] aaaa.org
[2] gritmon.com
[2] instagram.com
[1] webcasts.com

Top Domains in Tweet in G5:
[13] adweek.com
[4] adfilmtv.org
[4] google.com
[2] twitter.com
[2] bit.ly
[2] adage.com
[1] paper.li
[1] poll-vaulter.com
[1] youtube.com
[1] lnkd.in

Top Domains in Tweet in G6:
[91] adweek.com
[2] twitter.com
[1] giphy.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] wasteless.com
[1] afresh.com

Top Domains in Tweet in G8:
[15] adweek.com

Top Domains in Tweet in G9:
[43] adweek.com
[21] mediamatters.org
[11] buff.ly
[2] twitter.com
[1] sumofus.org

Top Domains in Tweet in G10:
[86] adweek.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[215] analytics
[172] googleads
[169] facebookads
[126] marketing
[108] web3
[82] pacdigitalsigns
[80] metaverse
[62] adweekchat
[60] digital
[54] ai



Top Hashtags in Tweet in G1:
[47] adweekelevate
[40] adweekchat
[12] brandweekeurope
[12] salesforcegenie
[11] smweurope
[11] marketing
[10] adweek
[8] adtech
[7] nfts
[6] brands

Top Hashtags in Tweet in G2:
[82] pacdigitalsigns
[44] marketing
[38] twittermarketingnews
[19] advertising
[14] nft
[10] adweek
[9] metaverse
[9] technology
[9] digital
[9] contentmarketing

Top Hashtags in Tweet in G3:
[13] adweekchat
[12] chataboutbrand
[11] mightydreamforum
[11] smweurope
[9] nhl
[8] beyonddisability
[7] digitalwomenlive
[7] brandweekeurope
[7] adweekcreator
[6] socialmedia

Top Hashtags in Tweet in G5:
[8] ad
[6] pub
[6] noël
[6] orange
[6] xmas
[6] re
[6] reconditionné
[6] pèrenoel
[6] lutin
[2] digitalmarketing

Top Hashtags in Tweet in G6:
[2] adweekchat
[2] socialmedia
[1] elonmusk
[1] saudiarabia
[1] twitter
[1] freespeech

Top Hashtags in Tweet in G9:
[12] election2022
[1] phygital
[1] holidayseason
[1] adweeknewyork
[1] disinfoeconomy
[1] midterms
[1] ukraine
[1] gunsafety
[1] pakistan

Top Hashtags in Tweet in G10:
[2] mrx
[2] multiculturalresearch
[2] marketing
[1] fnc
[1] insights
[1] multicultural
[1] brandstrategy
[1] inclusion
[1] marketresearch
[1] insightss

Top Words
Top Words in Tweet in Entire Graph:
[2869] adweek
[537] news
[515] one
[512] more
[509] dad
[460] books
[438] media
[435] copywriting
[421] twitter
[394] marketing

Top Words in Tweet in G1:
[1080] adweek
[164] year
[133] more
[125] brand
[119] show
[113] over
[106] marketing
[106] campaign
[96] run
[95] four

Top Words in Tweet in G2:
[275] adweek
[143] marketing
[113] more
[92] media
[89] twitter
[87] ad
[83] brands
[82] #pacdigitalsigns
[73] brand
[68] social

Top Words in Tweet in G3:
[584] adweek
[81] molliecahillane
[75] more
[67] episode
[66] brand
[61] brands
[61] maximumeffort
[60] one
[58] ad
[58] adweekpodcasts

Top Words in Tweet in G4:
[494] dad
[251] approvedside
[248] one
[247] cashflow
[247] demand
[247] books
[247] zero
[247] poor
[247] rich
[247] entrepreneurship

Top Words in Tweet in G5:
[49] kamimagic
[49] mindcite_us
[48] adweek
[40] laundry
[39] elon
[39] whites
[39] detergent
[39] likes
[39] idea
[39] whiter

Top Words in Tweet in G6:
[142] adweek
[126] marleematlin
[110] article
[86] accessibility
[84] twitter
[82] team
[79] backing
[79] here's
[78] news
[47] elonmusk

Top Words in Tweet in G7:
[228] copywriting
[114] books
[110] adweek
[107] handbook
[85] read
[74] fundamentals
[73] copywriter
[73] inspiringsia
[62] days
[61] 45

Top Words in Tweet in G8:
[212] news
[112] fox
[108] tv
[108] viewers
[108] ratings
[107] total
[99] channel
[98] tvnewsnow
[96] led
[63] watched

Top Words in Tweet in G9:
[60] news
[44] tvnewser
[42] week
[32] go
[26] more
[25] co
[24] newshour
[24] pbs
[23] abc
[22] cbs

Top Words in Tweet in G10:
[87] fox
[81] marklevinshow
[74] america
[73] mr
[73] mrs
[73] thanks
[73] thank
[22] news
[9] multi
[9] deal

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[250] rich,dad
[250] poor,dad
[250] dad,poor
[249] demand,skills
[249] dad,entrepreneurship
[249] cashflow,rich
[249] entrepreneurship,zero
[249] skills,cashflow
[249] zero,one
[249] books,demand

Top Word Pairs in Tweet in G1:
[89] dead,characters
[89] four,walking
[89] walking,dead
[88] died,over
[88] zombies,five
[88] show,12
[88] five,spots
[88] resurrected,zombies
[88] over,show
[88] spots,aired

Top Word Pairs in Tweet in G2:
[47] world,cup
[38] adweek,#twittermarketingnews
[37] adweek,copywriting
[36] #twittermarketingnews,courtesy
[34] social,media
[33] courtesy,increase
[32] increase,sales
[29] copywriting,handbook
[22] see,more
[20] sales,automatically

Top Word Pairs in Tweet in G3:
[48] vancityreynolds,maximumeffort
[44] adweek,vancityreynolds
[38] powerful,women
[34] molliecahillane,mercash22
[33] adweek,molliecahillane
[29] women,sports
[24] adweek,twittera11y
[23] world,cup
[23] being,named
[22] adweek,adweekpodcasts

Top Word Pairs in Tweet in G4:
[247] books,demand
[247] cashflow,rich
[247] dad,poor
[247] demand,skills
[247] skills,cashflow
[247] zero,one
[247] dad,entrepreneurship
[247] entrepreneurship,zero
[247] poor,dad
[247] rich,dad

Top Word Pairs in Tweet in G5:
[47] mindcite_us,kamimagic
[39] elon,pick
[39] pick,laundry
[39] laundry,detergent
[39] advertiser,likes
[39] idea,whiter
[39] likes,idea
[39] whiter,whites
[39] kamimagic,maybe
[39] detergent,advertiser

Top Word Pairs in Tweet in G6:
[79] accessibility,team
[79] here's,article
[78] team,adweek
[78] backing,news
[78] article,backing
[76] marleematlin,here's
[75] news,twitter
[75] twitter,accessibility
[35] elonmusk,nad1880
[25] article,adweek

Top Word Pairs in Tweet in G7:
[108] adweek,copywriting
[91] copywriting,handbook
[83] books,read
[73] fundamentals,copywriter
[73] handbook,fundamentals
[61] 45,days
[61] copywriting,45
[61] read,master
[61] days,adweek
[61] master,copywriting

Top Word Pairs in Tweet in G8:
[112] fox,news
[108] tv,ratings
[107] ratings,fox
[107] total,viewers
[99] channel,total
[99] news,channel
[97] tvnewsnow,tv
[53] led,top
[49] news,americaâ
[49] watched,news

Top Word Pairs in Tweet in G9:
[21] key,participant
[21] feauiuijj3,apparently
[21] more,money
[21] time,shovel
[21] co,feauiuijj3
[21] participant,trump's
[21] coup,attempt
[21] shovel,more
[21] trump's,coup
[21] money,key

Top Word Pairs in Tweet in G10:
[73] thanks,fox
[73] america,thanks
[73] mrs,america
[73] mr,mrs
[73] thank,mr
[72] marklevinshow,thank
[12] fox,news
[9] year,deal
[9] multi,year
[8] news,extends

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@marleematlin
@hashtagheyalexa
@cambermc
@koolnewsbracken
@elonmusk
@darcangel21
@mindcite_us
@molliecahillane
@wheatthins

Top Replied-To in G1:
@adweek
@wheatthins
@anthonyfurl
@rakuten
@flytip
@foxordering
@mikoske
@makedajoi
@justeattakeaway
@pauld_roberts

Top Replied-To in G2:

Top Replied-To in G3:
@adweek
@hashtagheyalexa
@cambermc
@molliecahillane
@cgritmon
@stevemc9
@manfucker4000
@rachelhasthemic
@notteham
@darcangel21

Top Replied-To in G4:
@approvedside
@the_mmw

Top Replied-To in G5:
@mindcite_us
@omnicommediagrp
@kamimagic
@william20853551
@burgerkingkw
@gop
@kevinmkruse
@adweek
@bluesky
@golfleaguetrack

Top Replied-To in G6:
@marleematlin
@elonmusk
@adweek
@michael__wanner
@itskennyatta
@jebadiahthomas
@stillunwoke17
@ben_ardow
@jasonhikes1
@stlouismeg

Top Replied-To in G7:
@inspiringsia
@abhishek_hq

Top Replied-To in G9:
@andreabrimmer
@nyliberty

Top Replied-To in G10:
@marklevinshow
@adweek
@corikochan

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@approvedside
@marleematlin
@tvnewsnow
@molliecahillane
@adweekpodcasts
@marklevinshow
@chickenislove19
@inspiringsia
@vancityreynolds

Top Mentioned in G1:
@adweek
@salesforce
@adweekpodcasts
@bossbeauties
@climatead
@acast
@molliecahillane
@anthonyfurl
@macys
@awbrandshare

Top Mentioned in G2:
@salestweaker
@cxintersect
@acynthia_
@cloudatalytics
@vannlaniakea
@translatorbali
@writerluffy
@unitedhospfund

Top Mentioned in G3:
@adweek
@molliecahillane
@vancityreynolds
@maximumeffort
@adweekpodcasts
@mercash22
@shannonl_miller
@sylviafowles
@s10bird
@twittera11y

Top Mentioned in G4:
@approvedside
@wealth_pill
@wisdom_hq1
@the_mmw

Top Mentioned in G5:
@kamimagic
@adweek
@mindcite_us
@adage
@twitter
@cleancreatives
@qwenteen
@bkaydw
@elonmusk
@hillaryclinton

Top Mentioned in G6:
@adweek
@marleematlin
@elonmusk
@nad1880
@stillunwoke17
@jebadiahthomas
@ben_ardow
@nypost
@stlouismeg
@raheemkassam

Top Mentioned in G7:
@inspiringsia
@abhishek_hq
@huntkyle
@bambarkarprasad
@approvedside
@roy_oyari

Top Mentioned in G8:
@tvnewsnow
@thefive
@th
@jesseprimetime
@bretbaier
@seanhannity
@gutfeldfox
@tuckercarlson

Top Mentioned in G9:
@tvnewser
@mattgertz
@newshour
@iamamnanawaz
@pbs
@google
@adweek
@meta
@cbsnews
@sumofus

Top Mentioned in G10:
@marklevinshow
@johnnydollar01
@benjaminhallfnc
@foxnews
@tvnewsnow
@seanhannity
@adweek
@ebonysystems
@stratosphere53

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@tmobilehelp
@stigmabaseo
@atthelp
@cybersecurityn8
@british_airways
@delta
@bannerite
@marthalynneowe1

Top Tweeters in G1:
@wrikent3500
@ami_tvdfan
@conleyfanclub
@jetcitystar
@tmobile
@besideyook
@hiringcare
@thr
@gonzo_30531
@prpeep

Top Tweeters in G2:
@stigmabaseo
@brave0nft
@jchapman1729
@news_type_c
@jamesvgingerich
@pekkalooking
@newsfrombw
@shayne571
@patesalo_e
@thack86

Top Tweeters in G3:
@delta
@ansisegle
@vedehimajumdar
@businessinsider
@ucloudify
@reignofapril
@peta
@rwang0
@variety
@2xaught7

Top Tweeters in G4:
@2022africa
@eminitybaba_
@mondaylee
@baddest_cash
@unscriptedidara
@eraytee7
@_mzala
@nickynice09
@erikmanny2
@bigmoyorshola

Top Tweeters in G5:
@justeves
@1zzyzyx1
@margaret_aduffy
@ap
@dailydot
@wontcavedave
@cgtnofficial
@foxbusiness
@thedrum
@tcrg2012

Top Tweeters in G6:
@marthalynneowe1
@chilhon2016lap
@bellesapepper37
@alizardx
@soaprookie
@nypost
@ow_my_back_
@takemusu
@rdgresident
@joseyrider

Top Tweeters in G7:
@parvez1
@letsconnect22
@muthuatm
@ancarrillo964
@myhihello
@doualadeals
@prfctrdvlvtjoy
@mauyon_
@curiousvaidya
@ravvyyee

Top Tweeters in G8:
@amcneer
@thorpelynden
@girlinme
@gregscheinert
@1swinging_voter
@sabrinanc10
@justiceblaze
@mauflang
@smithgap
@pj_deplorable

Top Tweeters in G9:
@bannerite
@dancas2
@eilonwy24
@quintinoncamera
@vickimo08056436
@jpc268
@abc
@cbsnews
@milenaac
@1015_cookie

Top Tweeters in G10:
@thetoyman1
@billyboysdaddy
@foxnews
@stratosphere53
@kalv194
@fred7722
@bostonrandy
@politcswatch
@johnnydollar01
@colleenblueeyes


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