adweek, Twitter, 10/23/2020 5:46:34 PM, 238592


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adweek_2020-10-23_10-11-14.xlsx
adweek_2020-10-23_10-11-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 23, 2020
Short Description:
adweek via NodeXL https://bit.ly/3joo2l8
@adweek
@reutsmichael1
@tvnewshq
@motorious_media
@tvnewser
@marshawright
@angel_motorious
@motorious_cars
@richardalberti9
@printthe58th

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

Description:
Description
The graph represents a network of 5,023 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, 23 October 2020 at 17:26 UTC.

The requested start date was Friday, 23 October 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, 13-hour, 43-minute period from Thursday, 15 October 2020 at 10:17 UTC to Friday, 23 October 2020 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 : 5023
Unique Edges : 4918
Edges With Duplicates : 9865
Total Edges : 14783
Number of Edge Types : 5
Mentions : 3387
Retweet : 2917
MentionsInRetweet : 4812
Replies to : 811
Tweet : 2856
Self-Loops : 2887
Reciprocated Vertex Pair Ratio : 0.0422473228692973
Reciprocated Edge Ratio : 0.0810696692470091
Connected Components : 900
Single-Vertex Connected Components : 691
Maximum Vertices in a Connected Component : 3472
Maximum Edges in a Connected Component : 11622
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.211781
Graph Density : 0.000281659364930083
Modularity : 0.403198
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,023 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, 23 October 2020 at 17:26 UTC.

The requested start date was Friday, 23 October 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, 13-hour, 43-minute period from Thursday, 15 October 2020 at 10:17 UTC to Friday, 23 October 2020 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:
[239] https://www.adweek.com/agencies/in-a-rarity-for-the-beastie-boys-the-band-licenses-a-song-for-an-ad-in-support-of-joe-biden/
[84] https://www.adweek.com/brand-marketing/5-social-marketing-takeaways-from-emily-in-paris/
[71] https://www.adweek.com/brand-marketing/fighting-back-against-amazon-indie-bookstores-wage-a-cardboard-wrapped-protest/
[69] https://www.adweek.com/brand-marketing/what-tiktok-thinks-brands-should-and-shouldnt-take-away-from-ocean-spray-phenomenon/
[43] https://www.adweek.com/tv-video/quibi-is-shutting-down-after-just-6-months/
[35] https://twinybots.ch/
[33] https://www.adweek.com/tv-video/abc-outdraws-nbc-in-thursdays-dueling-presidential-town-halls/
[31] https://www.adweek.com/digital/unfinished-business-race-and-equity-in-america-to-take-over-twitch-this-weekend/
[30] https://www.adweek.com/agencies/bruce-willis-is-back-in-a-new-die-hard-battery-ad/
[27] https://www.adweek.com/creativity/adidas-blends-surreal-satisfying-art-and-asmr-in-a-12-hour-video-starring-its-new-shoe/

Top URLs in Tweet in G1:
[63] https://www.adweek.com/brand-marketing/5-social-marketing-takeaways-from-emily-in-paris/
[41] https://www.adweek.com/brand-marketing/fighting-back-against-amazon-indie-bookstores-wage-a-cardboard-wrapped-protest/
[37] https://www.adweek.com/brand-marketing/what-tiktok-thinks-brands-should-and-shouldnt-take-away-from-ocean-spray-phenomenon/
[17] https://www.adweek.com/brand-marketing/consumers-burned-out-advertising-covid-19-messaging/
[16] https://www.adweek.com/programmatic/glassdoor-rolls-out-new-features-to-rate-companies-on-diversity-equity-and-inclusion/
[15] https://www.adweek.com/tv-video/quibi-is-shutting-down-after-just-6-months/
[12] https://www.adweek.com/brand-marketing/two-years-into-dunkins-rebrand-vp-drayton-martin-talks-coffee-logos-and-even-donuts/
[11] https://www.adweek.com/agencies/reeses-made-a-trick-or-treat-robot-that-roams-around-dispensing-peanut-butter-cups/
[9] https://www.adweek.com/brand-marketing/adweeks-2020-out-of-home-impact-awards-honor-klarna-koalas-and-comedy-central/
[8] https://www.adweek.com/programmatic/what-marketers-need-to-know-about-the-google-analytics-privacy-reboot/

Top URLs in Tweet in G2:
[16] https://twinybots.ch/
[16] https://www.adweek.com/brand-marketing/what-tiktok-thinks-brands-should-and-shouldnt-take-away-from-ocean-spray-phenomenon/
[14] https://www.adweek.com/brand-marketing/5-social-marketing-takeaways-from-emily-in-paris/
[13] https://www.adweek.com/tv-video/quibi-is-shutting-down-after-just-6-months/
[12] https://www.adweek.com/brand-marketing/domestic-travel-will-dominate-in-2021-says-airbnb/
[12] https://www.adweek.com/tv-video/abc-outdraws-nbc-in-thursdays-dueling-presidential-town-halls/
[12] https://www.adweek.com/programmatic/ipo-rumors-is-wall-street-ready-to-embrace-ad-tech-again/
[11] https://www.adweek.com/tv-video/apple-tv-rights-classic-charlie-brown-holiday-specials-new-series/
[10] https://www.adweek.com/creativity/adidas-blends-surreal-satisfying-art-and-asmr-in-a-12-hour-video-starring-its-new-shoe/
[10] https://www.adweek.com/agencies/bruce-willis-is-back-in-a-new-die-hard-battery-ad/

Top URLs in Tweet in G3:
[8] https://www.adweek.com/brand-marketing/iq-news-cool-tool-sticking-around-50407/
[4] https://m-o-t-o-r-i-o-u-s.tumblr.com/post/629548967170080768/motorious-cafe-motorious-cafe-startupmag
[4] https://www.brookings.edu/blog/techtank/2020/07/31/big-tech-and-antitrust-pay-attention-to-the-math-behind-the-curtain/
[4] http://pdmtv.com/about/principal-bios/
[3] https://www.adweek.com/sponsored/make-measurable-marketing-channels-the-key-to-meaningful-performance/
[3] http://patents.justia.com/patent/20050111662
[3] https://www.adweek.com/tv-video/abc-outdraws-nbc-in-thursdays-dueling-presidential-town-halls/
[3] https://event.webcasts.com/starthere.jsp?ei=1374988&tp_key=6d60a56ef6&sti=adcolony
[3] https://event.webcasts.com/starthere.jsp?ei=1380310&tp_key=34c86477eb&sti=aw_blast1w
[3] https://www.adweek.com/tvnewser/nbc-news-joe-biden-town-hall-delivers-6-7-million-viewers-across-3-networks-with-an-nbc-only-audience-of-3-85-million/458525/

Top URLs in Tweet in G4:
[5] https://www.adweek.com/tv-video/quibi-is-shutting-down-after-just-6-months/
[5] https://www.adweek.com/tv-video/abc-outdraws-nbc-in-thursdays-dueling-presidential-town-halls/
[4] https://www.adweek.com/brand-marketing/fighting-back-against-amazon-indie-bookstores-wage-a-cardboard-wrapped-protest/
[4] https://www.adweek.com/brand-marketing/two-years-into-dunkins-rebrand-vp-drayton-martin-talks-coffee-logos-and-even-donuts/
[4] https://www.adweek.com/brand-marketing/in-the-age-of-authenticity-what-role-does-design-play-in-presidential-campaign-branding/
[4] https://www.adweek.com/tv-video/apple-tv-rights-classic-charlie-brown-holiday-specials-new-series/
[4] https://twitter.com/Adweek/status/1318666837748572162
[3] https://twitter.com/Adweek/status/1317195435149230081
[3] https://www.adweek.com/agencies/adnatomy-simplisafe-robbert-larson-commercials-pandemic/
[3] https://www.adweek.com/brand-marketing/budweiser-nelly-celebrate-st-louis-and-country-grammar/

Top URLs in Tweet in G5:
[222] https://www.adweek.com/agencies/in-a-rarity-for-the-beastie-boys-the-band-licenses-a-song-for-an-ad-in-support-of-joe-biden/

Top URLs in Tweet in G6:
[5] https://www.adweek.com/inside-the-brand/innovators/googles-head-of-social-lab-urges-brands-to-listen-more-actively/
[4] https://www.adweek.com/inside-the-brand/cmo-moves/cmo-of-artsy-redefining-success-as-the-underdog-of-the-marketing-world/
[4] https://collectiveaudience.co/ad-tech-news-from-the-frontlines-kubient-kbnt-discovers-new-ad-fraud-scheme-the-trade-desk-ttd-live-sports-defecting-to-ctv-report-adweek-are-ad-tech-ipos-back-more/
[3] https://www.adweek.com/programmatic/live-commerce-now-is-the-time-to-hop-on-the-kol-train/
[2] https://www.adweek.com/inside-the-brand/mentorship/career-tips-from-the-adweek-executive-mentees-part-2/
[2] https://www.adweek.com/inside-the-brand/cmo-moves/siriusxms-denise-karkos-shares-the-importance-of-putting-another-single-on-the-board/
[2] https://twitter.com/Adweek/status/1317192441942900736
[2] https://www.adweek.com/brand-marketing/adweeks-2020-media-plan-of-the-year-winners/
[2] https://www.adweek.com/agencies/alexa-hilariously-disrupts-epic-moments-in-droga5-londons-ads-about-voice-control/
[2] https://www.adweek.com/agencies/bruce-willis-is-back-in-a-new-die-hard-battery-ad/

Top URLs in Tweet in G7:
[12] https://www.adweek.com/agencies/oregons-school-of-journalism-researched-ad-agency-diversity/
[6] https://www.adweek.com/brand-marketing/virtual-toy-museum-celebrates-90-years-of-fisher-price/
[3] https://twitter.com/Adweek/status/1319360482885730305
[3] https://rainmakerdispatch.com
[2] https://www.adweek.com/agencyspy/stan-richards-delivers-video-apology-to-university-of-texas/168844/
[2] https://www.adweek.com/agencyspy/from-boston-to-austin-aisha-hakim-heads-to-preacher/168970/
[2] https://twitter.com/Adweek/status/1318582880973574144
[2] https://www.adweek.com/brand-marketing/417-million-pieces-of-2020-election-mail-have-already-been-sent-vote-correctly/
[1] https://www.adweek.com/agencyspy/tiktok-appoints-pmg-as-lead-social-strategy-agency-for-tiktok-for-business/168885/
[1] https://www.adweek.com/agencyspy/energizer-holdings-names-deloitte-digitals-heat-creative-aor-for-automotive-brands/168866/

Top URLs in Tweet in G8:
[3] https://www.adweek.com/tvnewser/heres-who-rocked-purple-this-morning-in-a-show-of-support-for-lgbtq-young-people/459529/
[3] https://www.adweek.com/tvnewser/cnn-chief-legal-analyst-jeffrey-toobin-taking-time-off-after-embarrassingly-stupid-mistake/459935/
[3] https://www.adweek.com/tvnewser/john-roberts-signs-new-deal-to-remain-fox-news-chief-white-house-correspondent/460070/
[3] https://www.adweek.com/tvnewser/heres-how-news-networks-are-covering-the-final-2020-presidential-debate/459905/
[2] https://www.adweek.com/tvnewser/nbc-news-slams-tucker-carlson-for-dangerously-and-dishonestly-targeting-one-of-its-reporters/460419/
[2] https://www.adweek.com/tvnewser/here-are-ratings-for-the-abc-and-nbc-town-halls/459764/
[2] https://www.adweek.com/tvnewser/quibi-is-shutting-down-just-6-months-after-launch/460239/
[2] https://www.adweek.com/tvnewser/trump-biden-tape-pre-debate-messages-for-telemundo-viewers/460443/
[2] https://www.adweek.com/tvnewser/john-roberts-signs-new-deal-to-remain-fox-news-chief-white-house-correspondent/460070/?dg
[1] https://www.adweek.com/tvnewser/here-are-msnbc-ratings-for-q3-and-september-2020/457225/

Top URLs in Tweet in G9:
[2] https://www.adweek.com/tvnewser/john-roberts-signs-new-deal-to-remain-fox-news-chief-white-house-correspondent/460070/
[1] https://www.adweek.com/tvnewser/wednesday-oct-20-scoreboard-fox-news-attracting-huge-ratings-with-wall-to-wall-coverage-of-hunter-biden-allegations/460506/
[1] https://www.adweek.com/tvnewser/saturday-oct-17-scoreboard-fox-news-live-coverage-of-trumps-rallies-lifts-network-to-no-1/459990/
[1] https://www.adweek.com/tvnewser/tuesday-oct-13-scoreboard-fox-news-earns-huge-audience-for-day-2-of-judge-amy-coney-barrett-senate-confirmation-hearings/459511/
[1] https://www.adweek.com/tvnewser/friday-oct-9-scoreboard-tucker-carlsons-hour-which-featured-trumps-covid-interview-with-dr-marc-siegel-finished-no-1-on-all-of-cable/459151/
[1] https://www.adweek.com/tvnewser/wednesday-oct-14-scoreboard-tucker-carlson-averages-more-than-a-million-adults-25-54/459653/
[1] https://www.adweek.com/tvnewser/thursday-oct-15-scoreboard-hannity-drew-1-1-million-adults-25-54-in-the-hour-after-trumps-town-hall-on-nbc/459837/
[1] https://www.adweek.com/tvnewser/friday-oct-16-scoreboard-fox-news-had-3-most-watched-shows-on-friday-night-msnbc-movie-draws-large-audience/459963/
[1] https://www.adweek.com/tvnewser/monday-oct-19-scoreboard-tucker-carlson-drew-nearly-1-million-adults-25-54-last-night/460106/
[1] https://www.adweek.com/tvnewser/tuesday-oct-20-scoreboard-tucker-carlson-draws-5-2-million-viewers-at-8-p-m-no-1-on-cable/460269/

Top URLs in Tweet in G10:
[4] https://www.adweek.com/programmatic/advertisers-google-antitrust-lawsuit/
[4] https://www.adweek.com/programmatic/social-media-summer-ad-spend-shifted-to-snap/
[2] https://www.adweek.com/programmatic/twitter-facebook-editorial-decisions-questionable-new-york-post-reporting/
[2] https://www.adweek.com/brand-marketing/adweeks-2020-media-plan-of-the-year-winners/
[2] https://www.adweek.com/partner-articles/underrepresentation-and-misrepresentation-have-no-place-in-advertising-today-insights-from-the-geena-davis-institutes-ceo/
[1] https://www.adweek.com/digital/trump-twitter-violating-free-speech-first-amendment/
[1] https://www.adweek.com/digital/tiktok-gets-a-reprieve-in-pakistan/
[1] https://www.adweek.com/tv-video/roku-wants-you-to-know-that-cord-cutters-are-forever/
[1] https://www.adweek.com/tv-video/quibi-is-shutting-down-after-just-6-months/
[1] https://twitter.com/adweek/status/1319292448607264768

Top Domains
Top Domains in Tweet in Entire Graph:
[3878] adweek.com
[650] twitter.com
[284] linkedin.com
[35] twinybots.ch
[27] webcasts.com
[22] tweetedtimes.com
[15] google.com
[15] dlvr.it
[14] rite.ly
[12] youtube.com

Top Domains in Tweet in G1:
[889] adweek.com
[148] twitter.com
[6] youtube.com
[5] rite.ly
[5] google.com
[3] amazon.com
[2] rightpoint.com
[2] voteearlyday.org
[2] radian6.com
[2] webcasts.com

Top Domains in Tweet in G2:
[878] adweek.com
[267] linkedin.com
[228] twitter.com
[16] twinybots.ch
[15] dlvr.it
[10] tweetedtimes.com
[7] digiday.com
[5] prtimes.jp
[4] ambruss.com
[3] postbeyond.com

Top Domains in Tweet in G3:
[54] adweek.com
[26] twitter.com
[22] webcasts.com
[6] tumblr.com
[5] crunchbase.com
[4] brookings.edu
[4] pdmtv.com
[3] justia.com
[2] youtube.com
[2] bit.ly

Top Domains in Tweet in G4:
[126] adweek.com
[81] twitter.com
[9] rite.ly
[3] redef.com
[3] google.com
[2] linkedin.com
[1] thevab.com
[1] sutherlandglobal.com
[1] libsyn.com
[1] nationalreview.com

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

Top Domains in Tweet in G6:
[47] adweek.com
[36] twitter.com
[4] collectiveaudience.co
[2] linkedin.com
[2] eventbrowse.com
[1] wikipedia.org
[1] simplecast.com
[1] advertisingweek360.com

Top Domains in Tweet in G7:
[39] adweek.com
[10] twitter.com
[6] linkedin.com
[3] rainmakerdispatch.com
[1] uoregon.edu
[1] advertisingweek360.com
[1] tquorum.com
[1] youtube.com

Top Domains in Tweet in G8:
[39] adweek.com
[1] nymag.com

Top Domains in Tweet in G9:
[12] adweek.com

Top Domains in Tweet in G10:
[27] adweek.com
[6] twitter.com
[1] ballotready.org
[1] mullenlowegroup.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[409] marketing
[281] socialmedia
[269] advertising
[163] influencermarketing
[114] analytics
[113] googleads
[107] facebookads
[98] takebackyourlife
[92] adweekchat
[91] emilyinparis



Top Hashtags in Tweet in G1:
[66] emilyinparis
[38] boxedout
[31] adweekchat
[26] fastestgrowing
[24] adweekvirtualseries
[19] halloween
[16] adweekspotlight
[15] socialmedia
[13] marketing
[13] digitalmarketing

Top Hashtags in Tweet in G2:
[61] marketing
[41] pacdigitalsigns
[38] socialmedia
[19] advertising
[11] adweek
[10] emilyinparis
[9] creative
[9] influencermarketing
[8] contentmarketing
[7] instagram

Top Hashtags in Tweet in G3:
[25] webinar
[7] data
[6] marketing
[5] advertising
[4] motorious_as_disruptor
[4] motorious_marketing
[4] motorious_media
[4] motorious_stickynetworks
[4] empathy
[4] media

Top Hashtags in Tweet in G4:
[58] adweekchat
[18] boxedout
[8] shopindie
[8] onlinemarketing
[8] digitalmarketing
[7] emilyinparis
[7] pcconsultingasia
[4] branding
[3] adnatomy
[3] fastestgrowing

Top Hashtags in Tweet in G6:
[8] marketing
[8] cmo
[8] mentors
[8] brandweek
[6] cmomoves
[6] advertising
[4] adtech
[4] ctv
[4] adfraud
[4] ipos

Top Hashtags in Tweet in G7:
[4] fastestgrowing
[3] mabr
[2] makeadogsday
[2] agencyspydoty
[1] pullupblacktalent
[1] blacklivesmatter
[1] dei
[1] committochange
[1] blacktalentpullup
[1] pinterest

Top Hashtags in Tweet in G8:
[7] spiritday
[1] nevertrump
[1] trumptownhall

Top Hashtags in Tweet in G10:
[15] privacy
[4] ballotready
[1] 2020election
[1] endsars
[1] voteinformed
[1] election2020
[1] yourvoicematters
[1] antitrust
[1] halloween
[1] seeitbeit

Top Words
Top Words in Tweet in Entire Graph:
[2940] adweek
[605] ad
[553] news
[431] marketing
[409] #marketing
[371] more
[334] social
[333] biden
[324] campaign
[320] joe

Top Words in Tweet in G1:
[1602] adweek
[159] marketing
[144] campaign
[117] more
[112] ad
[110] brands
[98] amazon
[97] brand
[95] social
[92] opinion

Top Words in Tweet in G2:
[85] adweek
[74] facebook
[74] ad
[65] social
[65] brands
[61] #marketing
[55] marketing
[51] more
[50] media
[48] campaign

Top Words in Tweet in G3:
[123] adweek
[31] more
[25] #webinar
[23] awbrandshare
[22] join
[20] media
[20] awwebinars
[19] webinar
[18] today
[17] marketers

Top Words in Tweet in G4:
[500] adweek
[93] bookstores
[76] ababook
[74] amazon
[69] country
[58] #adweekchat
[51] stunt
[49] around
[49] created
[48] taking

Top Words in Tweet in G5:
[222] rarity
[222] beastie
[222] boys
[222] band
[222] licenses
[222] song
[222] ad
[222] support
[222] joe
[222] biden

Top Words in Tweet in G6:
[196] adweek
[59] nadinedietz
[35] more
[30] ad
[28] cacoughlin
[26] jeremyschumann
[25] jaredmelzer
[25] alindobrea
[24] everette
[22] being_nikunj

Top Words in Tweet in G7:
[58] adweek
[19] ad
[19] diversity
[16] adage
[14] advertising
[14] uosojc
[13] students
[13] industry
[13] long
[12] docboulton

Top Words in Tweet in G8:
[79] tvnewser
[74] white
[74] house
[65] news
[55] trump
[50] today
[50] apparently
[49] 60
[49] minutes
[49] lesley

Top Words in Tweet in G9:
[161] news
[139] ratings
[139] fox
[135] tv
[127] tvnewshq
[110] oct
[108] watched
[99] viewers
[98] total
[89] seanhannity

Top Words in Tweet in G10:
[51] adweek
[46] social
[44] facebook
[41] twitter
[40] media
[26] platforms
[23] 18
[21] ads
[21] scottnover
[20] months

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[300] joe,biden
[272] beastie,boys
[246] song,ad
[245] rarity,beastie
[245] boys,band
[245] band,licenses
[245] licenses,song
[245] ad,support
[245] support,joe
[220] redtraccoon,rarity

Top Word Pairs in Tweet in G1:
[77] adweek,opinion
[76] indie,bookstores
[69] adweek,indie
[64] marketing,takeaways
[53] social,media
[52] opinion,kfreberg
[52] kfreberg,shares
[52] shares,five
[52] five,marketing
[52] takeaways,#emilyinparis

Top Word Pairs in Tweet in G2:
[27] social,media
[27] richards,group
[20] emily,paris
[17] ocean,spray
[15] stan,richards
[14] beastie,boys
[13] #socialmedia,#marketing
[13] ad,tech
[12] covid,19
[12] during,pandemic

Top Word Pairs in Tweet in G3:
[25] adweek,#webinar
[16] today's,adweek
[14] adweek,webinar
[10] kurtbusch,monsterenergy
[10] monsterenergy,nascaronfox
[10] nascaronfox,nascar_trucks
[10] nascar_trucks,adweek
[10] adweek,huntadkins
[10] huntadkins,dmnews
[8] media,buyers

Top Word Pairs in Tweet in G4:
[44] adweek,mom
[44] mom,pop
[44] pop,bookstores
[44] bookstores,around
[44] around,country
[44] country,taking
[44] taking,amazon
[44] amazon,sharp
[44] sharp,elbowed
[44] elbowed,stunt

Top Word Pairs in Tweet in G5:
[222] rarity,beastie
[222] beastie,boys
[222] boys,band
[222] band,licenses
[222] licenses,song
[222] song,ad
[222] ad,support
[222] support,joe
[222] joe,biden
[220] redtraccoon,rarity

Top Word Pairs in Tweet in G6:
[23] adweek,jeremyschumann
[23] cacoughlin,jaredmelzer
[23] jaredmelzer,alindobrea
[21] jeremyschumann,cacoughlin
[19] nadinedietz,adweek
[17] being_nikunj,adweek
[16] nadinedietz,being_nikunj
[13] ad,tech
[10] juliangumbo,adweek
[9] tech,news

Top Word Pairs in Tweet in G7:
[12] long,road
[10] adweek,adage
[8] road,ahead
[7] toy,museum
[6] advertising,industry
[6] adweek,fisherprice
[6] fisherprice,teamed
[6] teamed,wiedenkennedy
[6] wiedenkennedy,portland
[6] portland,launch

Top Word Pairs in Tweet in G8:
[74] white,house
[49] 60,minutes
[49] minutes,lesley
[49] lesley,stahl
[49] stahl,interviewed
[49] interviewed,trump
[49] trump,white
[49] house,today
[49] today,president
[49] president,apparently

Top Word Pairs in Tweet in G9:
[139] fox,news
[135] tv,ratings
[124] tvnewshq,tv
[98] total,viewers
[76] news,total
[61] tuckercarlson,seanhannity
[61] hours,tuckercarlson
[54] top,hours
[51] viewers,watched
[47] seanhannity,ingrahamangle

Top Word Pairs in Tweet in G10:
[24] social,media
[19] 18,months
[19] months,called
[19] called,social
[19] media,platforms
[19] platforms,step
[19] step,facebook
[19] facebook,announced
[19] announced,ban
[19] ban,anti

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@nadinedietz
@jenntakahashi
@juliangumbo
@dangoldgeier
@yourbasics
@thatchristinag
@daniellestein1
@jesszafarris
@legomastersfox

Top Replied-To in G1:
@adweek
@jenntakahashi
@dangoldgeier
@legomastersfox
@davidkolbusz
@hearts_science
@ashminyc
@lwawmichaels
@ariellekimbar
@echeek

Top Replied-To in G3:
@kurtbusch
@adweek
@motorious_cars
@mjbarash
@nielsen
@angel_motorious
@motoriousmotors
@adcouncil

Top Replied-To in G4:
@adweek
@thatchristinag
@yourbasics
@daniellestein1
@jesszafarris
@markbwriter
@levnation20
@ronan_shields
@keiths
@caraannea

Top Replied-To in G6:
@adweek
@nadinedietz
@juliangumbo
@cacoughlin
@brianne2k
@being_nikunj
@piiketyson
@griner
@dckarkos
@jeeveswilliams

Top Replied-To in G7:
@adweek
@chvrlesjr
@xloubellxx
@tobydoyhowell
@annalaurahhh
@dereklwalker
@katywellhousen
@olibeale
@ogilvyuk
@illywrites

Top Replied-To in G8:
@tvnewser
@brianstelter
@ajkatztv
@thegoodwrite

Top Replied-To in G9:
@tvnewshq

Top Replied-To in G10:
@adweek
@scottnover
@twitter
@jsjsjacobs

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@redtraccoon
@marshawright
@tvnewshq
@seanhannity
@tvnewser
@ababook
@kfreberg
@tuckercarlson
@ingrahamangle

Top Mentioned in G1:
@adweek
@kfreberg
@hugeinc
@vancityreynolds
@wipro
@isatukamara_
@mintmobile
@bestofnextdoor
@highdiveus
@jesszafarris

Top Mentioned in G2:
@fayaz_shadman
@gzbenso
@bikespoke
@extrovertedmuse
@digitaloohnews

Top Mentioned in G3:
@adweek
@awbrandshare
@awwebinars
@motorious_media
@dmnews
@realdonaldtrump
@motoriousmotors
@mjbarash
@monsterenergy
@nascaronfox

Top Mentioned in G4:
@adweek
@ababook
@nelly_mo
@klundster
@budweiser
@jesszafarris
@abinbev
@traegergrills
@oldnavy

Top Mentioned in G5:
@redtraccoon

Top Mentioned in G6:
@adweek
@nadinedietz
@jeremyschumann
@jaredmelzer
@cacoughlin
@alindobrea
@everette
@being_nikunj
@sapochat
@juliangumbo

Top Mentioned in G7:
@adweek
@uosojc
@adage
@docboulton
@dk97403
@wiedenkennedy
@uoregon
@davemarkowitz31
@zanger
@fisherprice

Top Mentioned in G8:
@tvnewser
@johnrobertsfox
@johnnydollar01
@brianstelter
@ajkatztv
@gma
@theview
@glaad
@tod
@adweek

Top Mentioned in G9:
@tvnewshq
@seanhannity
@tuckercarlson
@ingrahamangle
@thefive
@danape
@tucker
@maddow
@bretbaier
@marthamaccallum

Top Mentioned in G10:
@adweek
@twitter
@scottnover
@amermedicalassn
@billmew
@facebook
@gdigm
@nypost
@foxsports
@loretahur

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@threadreaderapp
@united
@lt38
@chidambara09
@delta
@klm
@bigtimefootball
@joni_looking

Top Tweeters in G1:
@lt38
@fantasticradioo
@mcdonalds
@kimvie
@ami_tvdfan
@lelkan
@sydsalesman
@yoda
@janattheocean
@jeffreymeursing

Top Tweeters in G2:
@denniskoch10
@prtimes_news
@jchapman1729
@pekkapuhakka
@mwirigi
@prettyjoyful08
@carolforden
@scanmyphotos
@mrscotteddy
@yoymiskosas

Top Tweeters in G3:
@chidambara09
@juliawb
@cnbc
@nikestore
@abc
@abcnews
@mtv
@nbcnews
@slackhq
@funder

Top Tweeters in G4:
@bigtimefootball
@jjj5819
@urbangem
@tylaskan
@heynessagirl
@callmedollar
@yagbebi
@trippbraden
@ansisegle
@bkk001

Top Tweeters in G5:
@joni_looking
@mayirmamay14
@itswanda
@micjojd
@cotey_mary
@ken_crichlow
@loulachat
@kath2252
@dovewoman1
@jameskthompson1

Top Tweeters in G6:
@businessinsider
@nytimes
@mashable
@cnn
@wsj
@inc
@gadiooumoul
@fastcompany
@forbes
@jolhe_

Top Tweeters in G7:
@janrobinjackson
@thedrum
@socialmedia2day
@corettascottkey
@adage
@bennettdbennett
@iamaniesia
@zioelsydeon
@sproutsocial
@juiceboxca

Top Tweeters in G8:
@suekhi
@na9191
@foxnews
@ateacher97
@banjohfuhruhur
@andytoronto
@wolfnw
@machonejack
@sueieque52
@gma

Top Tweeters in G9:
@amcneer
@lonestartxmary
@kimak
@rumijulie
@les_deplorable
@micropan44
@1swinging_voter
@edmgail1944
@theresa_gavitt
@scrapperchris

Top Tweeters in G10:
@sectest9
@cybersecurityn8
@akwyz
@nypost
@frannyhelen
@elisaelisa110
@yvesmulkers
@monitor_ph
@drferdowsi
@ene3112


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