adweek, Twitter, 8/7/2020 6:29:44 PM, 232109


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adweek_2020-08-07_10-33-37.xlsx
adweek_2020-08-07_10-33-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 07, 2020
Short Description:
adweek via NodeXL https://bit.ly/2DO8BTV
@adweek
@tvnewser
@ingrahamangle
@jarysstuff
@mtrushmore2016
@tvnewshq
@marshawright
@realdonaldtrump
@rga
@kkwriter2

Top hashtags:
#marketing
#advertising
#socialmedia
#adweekchat
#influencermarketing
#adweeknextech

Description:
Description
The graph represents a network of 5,091 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, 07 August 2020 at 17:46 UTC.

The requested start date was Friday, 07 August 2020 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 7-day, 7-hour, 12-minute period from Wednesday, 29 July 2020 at 15:22 UTC to Wednesday, 05 August 2020 at 22:35 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 : 5091
Unique Edges : 4642
Edges With Duplicates : 10124
Total Edges : 14766
Number of Edge Types : 5
Mentions : 3028
Tweet : 2681
Retweet : 3252
MentionsInRetweet : 5099
Replies to : 706
Self-Loops : 2703
Reciprocated Vertex Pair Ratio : 0.0326440177252585
Reciprocated Edge Ratio : 0.0632241453297096
Connected Components : 961
Single-Vertex Connected Components : 771
Maximum Vertices in a Connected Component : 3672
Maximum Edges in a Connected Component : 12053
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.782235
Graph Density : 0.000269785387287324
Modularity : 0.404103
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,091 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, 07 August 2020 at 17:46 UTC.

The requested start date was Friday, 07 August 2020 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 7-day, 7-hour, 12-minute period from Wednesday, 29 July 2020 at 15:22 UTC to Wednesday, 05 August 2020 at 22:35 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:
[72] https://twitter.com/adweek/status/1288459486588547072
[43] https://twitter.com/Adweek/status/1288459486588547072
[43] https://www.adweek.com/digital/can-the-u-s-government-actually-ban-tiktok/
[37] https://www.adweek.com/agencies/after-coronavirus-tweets-tom-goodwin-is-out-at-publicis-groupe/
[36] https://www.adweek.com/digital/microsoft-confirms-it-is-still-looking-to-buy-tiktok/
[34] https://www.adweek.com/brand-marketing/the-world-according-to-scott-galloway-in-6-short-video-clips/
[33] https://www.adweek.com/brand-marketing/coca-cola-coffee-us-release-date/
[32] https://twinybots.ch/
[30] https://www.adweek.com/programmatic/readers-choice-best-of-tech-awards-winners-2020/
[26] https://www.adweek.com/brand-marketing/5-key-takeaways-after-big-tech-ceos-testify-in-meandering-antitrust-hearing/

Top URLs in Tweet in G1:
[25] https://www.adweek.com/programmatic/readers-choice-best-of-tech-awards-winners-2020/
[12] https://www.adweek.com/brand-marketing/coca-cola-coffee-us-release-date/
[10] https://www.adweek.com/brand-marketing/frenchs-debuts-mustard-beer-an-oddly-fitting-summer-barbecue-beverage/
[10] https://www.adweek.com/tv-video/drew-barrymore-show-promo-interview-herself/
[10] https://www.adweek.com/brand-marketing/marriott-and-hilton-hotels-in-california-are-using-robots-for-room-deliveries/
[9] https://adweek.zoom.us/webinar/register/5215953634457/WN_9XfP0cZRSemyEUE751GA-Q
[9] https://www.adweek.com/brand-marketing/bumble-and-babe-wine-are-alleviating-some-stress-of-a-pandemic-breakup/
[8] https://adweek.zoom.us/webinar/register/2015953635229/WN__JrnaU8GTMqwHnhYaUwung
[8] https://www.adweek.com/brand-marketing/5-key-takeaways-after-big-tech-ceos-testify-in-meandering-antitrust-hearing/
[8] https://www.adweek.com/brand-marketing/this-somber-ad-about-bidens-family-tragedy-says-his-empathy-is-needed-in-the-white-house/

Top URLs in Tweet in G2:
[46] https://twitter.com/adweek/status/1288459486588547072
[30] https://twitter.com/Adweek/status/1288459486588547072
[24] https://twinybots.ch/
[11] https://www.adweek.com/brand-marketing/washington-nfl-team-fans-rebrand-new-name-logo/
[11] https://www.adweek.com/brand-marketing/for-prohibition-era-perry-mason-hbo-created-the-ultimate-l-a-meal-kits-circa-1932/
[10] https://www.adweek.com/brand-marketing/clever-video-editing-portrays-a-message-of-unity-in-nikes-latest-powerful-spot/
[10] https://www.adweek.com/brand-marketing/the-world-according-to-scott-galloway-in-6-short-video-clips/
[10] https://www.adweek.com/digital/microsoft-confirms-it-is-still-looking-to-buy-tiktok/
[9] https://www.adweek.com/tvnewser/fox-news-july-2020-ratings-hannity-tucker-carlson-tonight-the-ingraham-angle-deliver-largest-july-prime-time-audience-ever/449728/
[9] https://www.adweek.com/brand-marketing/frenchs-debuts-mustard-beer-an-oddly-fitting-summer-barbecue-beverage/

Top URLs in Tweet in G3:
[27] https://www.adweek.com/digital/can-the-u-s-government-actually-ban-tiktok/
[11] https://www.adweek.com/digital/can-the-u-s-government-actually-ban-tiktok/amp/
[10] https://www.adweek.com/digital/microsoft-confirms-it-is-still-looking-to-buy-tiktok/
[7] https://www.adweek.com/programmatic/the-programmatic-endgame-is-coming-says-luma-partners-terence-kawaja/
[6] https://twitter.com/adweek/status/1288459486588547072
[6] https://www.adweek.com/creativity/launch-a-podcast-in-quarantine-you-can-enter-it-for-free-in-adweeks-2020-podcast-awards/
[5] https://www.adweek.com/brand-marketing/facebook-boycott-anti-defamation-league-next/
[5] https://www.adweek.com/brand-marketing/5-key-takeaways-after-big-tech-ceos-testify-in-meandering-antitrust-hearing/
[5] https://www.adweek.com/brand-marketing/coca-cola-coffee-us-release-date/
[5] https://www.adweek.com/programmatic/how-googles-ad-stack-works-and-why-regulators-are-probing-its-dominance/

Top URLs in Tweet in G4:
[1] https://www.adweek.com/tvnewser/fox-news-july-2020-ratings-hannity-tucker-carlson-tonight-the-ingraham-angle-deliver-largest-july-prime-time-audience-ever/449728/
[1] https://www.adweek.com/tvnewser/cnn-july-2020-ratings-cnn-is-no-1-cable-network-in-9-a-m-4-p-m-time-period-among-adults-25-54/449724/

Top URLs in Tweet in G5:
[3] https://www.adweek.com/tvnewser/fox-news-july-2020-ratings-hannity-tucker-carlson-tonight-the-ingraham-angle-deliver-largest-july-prime-time-audience-ever/449728/
[2] https://www.adweek.com/tvnewser/msnbc-july-2020-ratings-msnbc-averaged-more-than-2-million-prime-time-viewers-thanks-in-part-to-rachel-maddows-record-setting-broadcast/449726/
[2] https://www.adweek.com/tvnewser/july-2020-cable-news-program-ranker-fox-news-has-10-of-top-20-cable-news-shows-of-the-month-including-top-3/450012/
[1] https://www.adweek.com/tvnewser/monday-august-3-scoreboard-tucker-carlson-averaged-4-1-million-viewers-at-8-p-m/450752/
[1] https://www.adweek.com/tvnewser/monday-july-27-scoreboard-fox-news-dominated-prime-time-cnn-won-adults-25-54-in-dayside/449959/
[1] https://www.adweek.com/tvnewser/thursday-july-30-scoreboard-fox-news-wins-prime-time-cnn-msnbc-split-john-lewis-funeral-coverage-ratings/450318/
[1] https://www.adweek.com/tvnewser/saturday-august-1-scoreboard-greg-gutfeld-averaged-the-most-adults-25-54-on-prime-time-cable-news/450550/
[1] https://www.adweek.com/tvnewser/thursday-july-23-scoreboard-hannity-earned-4-3-million-viewers-last-night-as-fox-news-won-prime-time-cnn-won-dayside-demo/449538/
[1] https://www.adweek.com/tvnewser/sunday-august-2-scoreboard-cnn-is-no-1-among-adults-25-54-fox-remains-no-1-in-total-viewers/450552/
[1] https://www.adweek.com/tvnewser/thursday-july-9-scoreboard-hannitys-phone-conversation-with-trump-drew-more-than-4-5-million-viewers/447607/

Top URLs in Tweet in G6:
[3] https://www.adweek.com/tvnewser/monday-july-27-scoreboard-fox-news-dominated-prime-time-cnn-won-adults-25-54-in-dayside/449959/
[3] https://www.adweek.com/tvnewser/tuesday-july-28-scoreboard-fox-news-wins-tuesday-and-tucker-carlson-delivers-a-whopping-4-5-million-total-viewers/450095/
[3] https://www.adweek.com/tvnewser/cnns-citizen-conference-will-return-next-month-as-a-virtual-event/450703/
[2] https://www.adweek.com/tvnewser/maurice-reese-schonfeld-first-president-of-cnn-has-died-at-age-88/449882/
[2] https://www.adweek.com/tvnewser/monday-august-3-scoreboard-tucker-carlson-averaged-4-1-million-viewers-at-8-p-m/450752/
[2] http://www.mtv.com/news/1886131/biden-skinny-dipping/
[1] https://www.adweek.com/tvnewser/maria-bartiromo-rings-nyse-virtual-opening-bell-marking-25-years-since-her-first-live-broadcast-from-trading-floor/450565/
[1] https://www.adweek.com/tvnewser/nbc-news-msnbc-science-contributor-dr-joseph-fair-is-in-the-hospital-battling-covid-19/440683/
[1] https://www.adweek.com/tvnewser/eric-bollings-sinclair-show-does-an-about-face-wont-air-taped-segment-featuring-guest-accusing-dr-fauci-of-creating-coronavirus/449744/
[1] https://www.adweek.com/tvnewser/political-journalists-at-pbs-discuss-2020-coverage-adjustments-weve-seen-our-audience-respond-in-a-powerful-way/449981/

Top URLs in Tweet in G7:
[16] https://www.adweek.com/agencies/walter-geer-executive-creative-director-vmlyr/
[8] https://twitter.com/adweek/status/1289200636920311811
[7] https://www.adweek.com/brand-marketing/we-are-rosie-gets-into-the-content-game-with-new-platform-for-the-future-of-work/
[4] http://DiverseCreatives.com
[4] https://www.adweek.com/agencies/these-agency-leaders-want-their-talent-site-to-be-successful-enough-to-put-them-out-of-business/
[4] https://twitter.com/Adweek/status/1289200636920311811
[2] https://www.adweek.com/agencyspy/hill-holliday-responds-to-assault-allegation-from-former-intern/167084/
[2] https://www.adweek.com/agencyspy/omnicoms-the-marketing-arm-hires-first-vp-diversity-equity-and-inclusion/167247/
[2] https://www.adweek.com/agencyspy/denver-ad-school-introduces-black-creativity-matters-scholarship-program/166654/
[2] https://www.adweek.com/brand-marketing/what-happens-when-youre-defensive-and-dismissive/

Top URLs in Tweet in G8:
[3] https://www.adweek.com/brand-marketing/how-better-understanding-of-the-digital-media-supply-chain-can-give-brands-a-leg-up/
[3] https://www.adweek.com/sponsored/effective-marketing-intelligence-in-3-steps/
[3] https://www.adweek.com/sponsored/your-cheat-sheet-to-unlocking-customer-intelligence/
[3] https://twitter.com/adweek/status/1288459486588547072
[2] https://www.adweek.com/brand-marketing/budweiser-joins-the-sober-movement-with-a-new-alcohol-free-beer/
[2] https://www.adweek.com/sponsored/performance-marketing-through-tough-times/
[2] https://event.webcasts.com/starthere.jsp?ei=1346043&tp_key=2373895126&sti=aw_twitter
[2] https://www.adweek.com/sponsored/how-to-take-action-on-the-5-biggest-trends-in-data-driven-advertising/
[2] https://twitter.com/adweek/status/1288560149460930562
[1] https://www.adweek.com/brand-marketing/heres-where-u-s-data-privacy-regulation-is-headed/

Top URLs in Tweet in G9:
[16] https://www.adweek.com/brand-marketing/the-world-according-to-scott-galloway-in-6-short-video-clips/
[8] https://www.adweek.com/brand-marketing/online-grocery-helped-fuel-amazons-40-jump-in-sales-during-an-unusual-q2/
[7] https://www.adweek.com
[6] https://www.adweek.com/brand-marketing/as-the-worlds-bars-reopen-heinekens-ad-about-social-distancing-is-100-relatable/
[6] https://www.adweek.com/brand-marketing/for-prohibition-era-perry-mason-hbo-created-the-ultimate-l-a-meal-kits-circa-1932/
[6] https://www.adweek.com/digital/tiktok-plays-defense-after-president-trump-threatens-a-ban/
[6] https://www.adweek.com/digital/microsoft-confirms-it-is-still-looking-to-buy-tiktok/
[6] https://www.adweek.com/brand-marketing/cheetos-mac-and-cheese-pandemic-home-cooking/
[6] https://www.adweek.com/digital/which-topics-are-being-discussed-the-most-on-linkedin-during-the-pandemic/
[6] https://www.adweek.com/tv-video/lifetime-sets-first-lgbtq-centric-holiday-movie/

Top URLs in Tweet in G10:
[5] https://twinybots.ch/
[4] https://twitter.com/adweek/status/1289993690253942784
[4] https://www.adweek.com/creativity/we-asked-todays-most-advanced-storytelling-ai-to-co-write-a-story-about-itself/?utm_content=135613853&utm_medium=social&utm_source=twitter&hss_channel=tw-17392332
[3] https://www.adweek.com/creativity/burger-king-celebrates-christmas-in-july-because-2020-just-needs-to-end-already/
[2] https://twitter.com/Adweek/status/1290335362406064128
[2] https://www.adweek.com/agencies/ogilvy-new-york-hires-bbdo-pair-to-serve-as-chief-creative-officers/
[2] https://www.adweek.com/brand-marketing/burger-king-shrank-this-british-rapper-so-he-could-perform-on-a-whopper/
[2] https://www.adweek.com/agencies/after-coronavirus-tweets-tom-goodwin-is-out-at-publicis-groupe/
[2] https://www.adweek.com/creativity/how-aviation-gin-toppled-marketing-giants-to-win-adweeks-march-adness-bracket/
[2] https://www.adweek.com/brand-marketing/ryan-reynolds-hire-financially-support-marginalized-trainees-next-film/

Top Domains
Top Domains in Tweet in Entire Graph:
[3127] adweek.com
[667] twitter.com
[262] linkedin.com
[32] twinybots.ch
[24] tweetedtimes.com
[21] dy.si
[20] zoom.us
[19] ampproject.org
[18] webcasts.com
[12] dlvr.it

Top Domains in Tweet in G1:
[587] adweek.com
[93] twitter.com
[20] zoom.us
[20] dy.si
[9] hootsuite.com
[4] apple.com
[4] webcasts.com
[3] ampproject.org
[2] diversecreatives.com
[2] adweekoohawards.com

Top Domains in Tweet in G2:
[956] adweek.com
[295] twitter.com
[27] linkedin.com
[24] tweetedtimes.com
[24] twinybots.ch
[12] ampproject.org
[12] dlvr.it
[10] apple.news
[5] youtube.com
[4] techinvestornews.com

Top Domains in Tweet in G3:
[200] adweek.com
[75] twitter.com
[6] tiktok.com
[2] greenfly.com
[2] linkedin.com
[1] spotify.com
[1] diversecreatives.com
[1] webcasts.com
[1] lumapartners.com
[1] thetradedesk.com

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

Top Domains in Tweet in G5:
[25] adweek.com

Top Domains in Tweet in G6:
[45] adweek.com
[2] mtv.com
[1] twitter.com
[1] co.uk
[1] townhall.com

Top Domains in Tweet in G7:
[55] adweek.com
[33] twitter.com
[4] diversecreatives.com
[1] thecounterfeitreport.com
[1] jessealkire.com
[1] pdxsos.com
[1] bit.ly
[1] spotify.com
[1] linkedin.com

Top Domains in Tweet in G8:
[41] adweek.com
[10] webcasts.com
[8] twitter.com
[4] genhq.com
[1] diversecreatives.com
[1] richmondbizsense.com
[1] netbase.com
[1] jasondorsey.com
[1] fiverr.com

Top Domains in Tweet in G9:
[425] adweek.com
[229] linkedin.com
[4] e.gg
[3] twinybots.ch
[2] twitter.com

Top Domains in Tweet in G10:
[19] adweek.com
[10] twitter.com
[5] twinybots.ch
[1] okt.to
[1] morrisanimalrefuge.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[352] marketing
[279] advertising
[252] socialmedia
[169] adweekchat
[168] influencermarketing
[150] adweeknextech
[80] analytics
[78] googleads
[75] facebookads
[42] pacdigitalsigns



Top Hashtags in Tweet in G1:
[113] adweeknextech
[28] adweekchat
[23] cxm
[16] stophateforprofit
[15] marketing
[12] dmp
[11] advertising
[11] bestoftech
[10] stateofrevolt
[9] pridestars

Top Hashtags in Tweet in G2:
[57] marketing
[42] pacdigitalsigns
[31] socialmedia
[29] advertising
[18] adweek
[14] socialprodaily
[10] influencermarketing
[9] digitalmarketing
[8] chatbot
[8] chatbots

Top Hashtags in Tweet in G3:
[126] adweekchat
[30] adweeknextech
[10] stophateforprofit
[10] nextech
[7] blacklivesmatter
[7] sayhername
[7] iot
[7] iotpl
[6] bigtechhearing
[5] ctam2020

Top Hashtags in Tweet in G5:
[1] fakenews
[1] trumplieseverytimehespeaks
[1] bigtech
[1] marketing
[1] digital
[1] ratings
[1] primetime

Top Hashtags in Tweet in G6:
[1] citizencnn
[1] citizenbycnn

Top Hashtags in Tweet in G7:
[8] blacklivesmatter
[7] campadventure
[5] adweekradio
[4] adweekchat
[4] superbowl
[4] emmys
[4] beforealexa
[3] og
[3] adcolor
[2] lovetoseeit

Top Hashtags in Tweet in G8:
[7] webinar
[7] covid19
[7] genz
[6] adweeknextech
[3] nextech
[3] netbasequidwebinar
[2] privacy
[2] trendanalytics
[2] trends
[2] onlinemarketing

Top Hashtags in Tweet in G9:
[241] marketing
[213] advertising
[200] socialmedia
[153] influencermarketing
[2] blacklivesmatter
[2] toomanyshoes
[2] weskatefor
[2] adweekchat
[2] branding
[1] risk

Top Hashtags in Tweet in G10:
[6] marketing
[5] chatbot
[5] chatbots
[4] artificialintelligence
[4] ml
[2] canneslions
[2] marchadness
[1] clientwork
[1] ogilvycannes
[1] advertising

Top Words
Top Words in Tweet in Entire Graph:
[2690] adweek
[769] fox
[680] news
[578] viewers
[508] made
[458] ingrahamangle
[450] possible
[445] tiktok
[437] deep
[433] crew

Top Words in Tweet in G1:
[1283] adweek
[147] brand
[131] ad
[131] people
[118] best
[113] #adweeknextech
[106] more
[102] year
[91] tiktok
[88] app

Top Words in Tweet in G2:
[130] first
[117] adweek
[69] tiktok
[68] more
[58] ad
[57] #marketing
[56] news
[53] facebook
[43] 2020
[42] see

Top Words in Tweet in G3:
[625] adweek
[174] tiktok
[131] scottnover
[126] #adweekchat
[107] tiktok_us
[71] content
[67] facebook
[66] trump
[65] make
[63] ad

Top Words in Tweet in G4:
[426] fox
[425] deep
[425] gratitude
[425] loyal
[425] viewers
[425] producers
[425] technical
[425] crew
[425] contributors
[425] made

Top Words in Tweet in G5:
[194] news
[184] tv
[178] july
[173] total
[171] fox
[170] ratings
[156] tvnewshq
[151] watched
[135] cable
[116] viewers

Top Words in Tweet in G6:
[197] news
[170] month
[169] tvnewser
[134] watched
[124] fox
[123] july
[91] completing
[88] year
[85] consecutive
[83] marked

Top Words in Tweet in G7:
[129] adweek
[65] 3rdgeers
[49] vmlyr
[33] adcolor
[32] creative
[27] thank
[22] exclusive
[20] executive
[20] director
[20] experience

Top Words in Tweet in G8:
[64] adweek
[57] advertising
[51] rga
[50] fans
[49] unpaid
[49] pitch
[49] client
[49] owns
[49] ip
[49] congratulations

Top Words in Tweet in G9:
[241] #marketing
[213] #advertising
[200] #socialmedia
[153] #influencermarketing
[139] newswire
[127] news
[113] marshawright
[66] ericfrodgers
[63] first
[36] ad

Top Words in Tweet in G10:
[57] adweek
[47] vancityreynolds
[26] announced
[26] diversity
[26] program
[26] group
[26] effort
[26] initiative
[26] hire
[26] 10

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[431] deep,gratitude
[431] gratitude,loyal
[431] loyal,viewers
[431] viewers,producers
[431] producers,technical
[431] technical,crew
[431] crew,contributors
[431] contributors,made
[431] made,possible
[431] possible,fox

Top Word Pairs in Tweet in G1:
[68] best,tech
[65] choice,best
[62] dating,app
[62] app,bumble
[62] bumble,teaming
[62] teaming,canned
[62] canned,wine
[62] wine,brand
[62] brand,drinkbabe
[62] drinkbabe,cover

Top Word Pairs in Tweet in G2:
[34] first,things
[34] things,first
[26] see,more
[20] adweek,see
[19] top,story
[19] covid,19
[18] mustard,beer
[16] social,media
[16] scott,galloway
[16] meet,snapchat

Top Word Pairs in Tweet in G3:
[50] adweek,tiktok_us
[32] adweek,instagram
[32] instagram,facebook
[32] facebook,tiktok_us
[30] ban,tiktok
[28] scottnover,rwinicov
[22] make,things
[22] things,difficult
[20] adweek's,scottnover
[19] trump,really

Top Word Pairs in Tweet in G4:
[425] deep,gratitude
[425] gratitude,loyal
[425] loyal,viewers
[425] viewers,producers
[425] producers,technical
[425] technical,crew
[425] crew,contributors
[425] contributors,made
[425] made,possible
[425] possible,fox

Top Word Pairs in Tweet in G5:
[168] fox,news
[167] tv,ratings
[156] tvnewshq,tv
[104] total,viewers
[90] tucker,carlson
[86] news,america
[86] channel,total
[79] america,watched
[56] news,won
[56] won,primetime

Top Word Pairs in Tweet in G6:
[118] fox,news
[86] completing,watched
[82] news,completing
[82] watched,month
[82] month,july
[82] july,marked
[82] marked,seventh
[82] seventh,consecutive
[82] consecutive,month
[82] month,year

Top Word Pairs in Tweet in G7:
[20] executive,creative
[20] creative,director
[20] director,experience
[15] experience,design
[14] adweek,exclusive
[14] exclusive,3rdgeers
[14] 3rdgeers,named
[14] named,executive
[14] design,vmlyr
[13] 3rdgeers,vmlyr

Top Word Pairs in Tweet in G8:
[49] unpaid,pitch
[49] pitch,client
[49] client,owns
[49] owns,ip
[49] ip,congratulations
[49] congratulations,washington
[49] washington,football
[49] football,fans
[49] fans,career
[49] career,advertising

Top Word Pairs in Tweet in G9:
[139] #advertising,newswire
[125] #marketing,news
[91] #marketing,#socialmedia
[89] #socialmedia,#influencermarketing
[72] #socialmedia,#advertising
[64] #advertising,#influencermarketing
[59] marshawright,#marketing
[52] marshawright,#advertising
[17] scott,galloway
[17] news,world

Top Word Pairs in Tweet in G10:
[37] adweek,vancityreynolds
[26] vancityreynolds,announced
[26] announced,diversity
[26] diversity,program
[26] program,group
[26] group,effort
[26] effort,initiative
[26] initiative,hire
[26] hire,10
[26] 10,20

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@philpirkovic
@viacomcbs
@juliangumbo
@daniellestein1
@jasonrbradwell
@peachsaliva
@jesszafarris
@scottnover
@debkmorrison

Top Replied-To in G1:
@adweek
@peachsaliva
@daniellestein1
@nybct
@jesszafarris
@philpirkovic
@alexismrogers
@jeremybloomhere
@thelacunha
@b2bseth

Top Replied-To in G3:
@adweek
@philpirkovic
@juliangumbo
@jasonrbradwell
@daniellestein1
@scottnover
@akhil_anumolu
@jesszafarris
@microsoft
@maryemilyohara

Top Replied-To in G4:
@ingrahamangle

Top Replied-To in G5:
@realdonaldtrump
@kathryndamron
@joyannreid
@iamhereinmich
@kariseattle
@foxnews

Top Replied-To in G7:
@adweek
@debkmorrison
@notnathan
@dotunbello1
@maryemilyohara
@alixmontes
@hollandalways
@ajlucio5
@omnicom
@anthonyjreeves

Top Replied-To in G8:
@adweek
@flytip
@awbrandshare
@dtboyd

Top Replied-To in G9:
@dekebridges
@kellypedinp

Top Replied-To in G10:
@adweek
@burgerking
@celex_espol
@vancityreynolds
@skunkworks00

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@ingrahamangle
@tvnewser
@tvnewshq
@scottnover
@tiktok_us
@marshawright
@profgalloway
@bumble
@drinkbabe

Top Mentioned in G1:
@adweek
@bumble
@drinkbabe
@oracle
@tiktok_us
@sprinklr
@cottonelle
@animalcrossing
@profgalloway
@warchildholland

Top Mentioned in G2:
@keepitrealtea
@spc0710

Top Mentioned in G3:
@adweek
@scottnover
@tiktok_us
@profgalloway
@griner
@facebook
@instagram
@rwinicov
@tkawaja
@koimtv

Top Mentioned in G4:
@ingrahamangle
@tvnewshq

Top Mentioned in G5:
@tvnewshq
@tuckercarlson
@seanhannity
@tucke
@roadmn
@ingrahamangle
@maddow
@thefive
@danaperino
@greggutfeld

Top Mentioned in G6:
@tvnewser
@cnnpr
@abcnewslive
@dianermacedo
@ajkatztv
@ingrahamangle
@mariabartiromo
@nyse
@cnn
@ramrants

Top Mentioned in G7:
@adweek
@3rdgeers
@vmlyr
@adcolor
@agencyspy
@allyshipaction
@fosterthebrand
@uoregon
@l2w_zai
@we_are_rosie

Top Mentioned in G8:
@rga
@adweek
@awwebinars
@interpublicipg
@pantone
@adobestock
@lawgirl821
@klundster
@awbrandshare
@loeb_loebllp

Top Mentioned in G9:
@marshawright
@ericfrodgers
@adweek
@greggthorpe
@rightrelevance
@dekebridges
@tiktok_us
@matterscontent
@we_are_rosie
@oyevengatedigo

Top Mentioned in G10:
@adweek
@vancityreynolds
@ogilvy
@daniloboer
@mkotlhar
@aviationgin
@burgerking
@bizcom
@asokan_telecom
@publicistco

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@chris_1791
@alhanda
@threadreaderapp
@joefreedomlove
@raybae689
@delta
@chidambara09
@miltonespinozaf

Top Tweeters in G1:
@threadreaderapp
@delta
@chipotletweets
@davidbewart
@itknowingness
@ami_tvdfan
@wwf
@ghofmar
@lalojimjuarez
@jlesag

Top Tweeters in G2:
@lelkan
@keepitrealtea
@akwyz
@maxine_million
@karengeier
@webnowcompany
@theerkj
@jitka
@rodgervarley
@aerocles

Top Tweeters in G3:
@ottlegalrebels
@kimvie
@diapermakeovers
@raygibbs1
@pekkapuhakka
@diymikes
@washingtonpost
@ansisegle
@abcnews
@abaker20

Top Tweeters in G4:
@miltonespinozaf
@organic2016
@indecardio
@patriotictexanv
@ymcglaun
@riwired
@nanaoxford
@marckymarc40
@danaboos3
@mllnola

Top Tweeters in G5:
@chris_1791
@raybae689
@davealvord164
@geoff_deweaver
@meedgeknowsbest
@foxnews
@cnn
@cindystarbuck
@nicole_insley
@angietink

Top Tweeters in G6:
@joefreedomlove
@roswellstalkfm
@mtrushmore2016
@dutyofapatriot
@grannygethealth
@shad39
@steph93065
@socaledgygal
@dickyoungsghost
@d_roneal

Top Tweeters in G7:
@staircase2
@2601manish
@cindygallop
@fleejack
@nscrowba
@race2diversity
@l2w_zai
@milleroval
@google
@jackyan

Top Tweeters in G8:
@wwe
@viralvideovlogs
@cristobalvega
@vice
@wickdchiq
@thesatbir
@wmichellewho
@markb
@amilnal
@thecultureofme

Top Tweeters in G9:
@marshawright
@alhanda
@sudeepkhatri
@zimei_no_ri
@mr_friend_zone
@trippbraden
@kaygirl8lawana
@hunthertornado
@pittman_nairobi
@ak2webd3

Top Tweeters in G10:
@lorimoreno
@gvalan
@cinnabon
@yuko_takechan
@utexjim
@farlaneteri
@techpearce2
@wearagdmask
@digiorno
@kangyoyo1


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