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adweek_2020-10-16_10-11-14.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 16, 2020
Short Description:
adweek via NodeXL https://bit.ly/31ebIO4
@adweek
@marshawright
@realdonaldtrump
@motorious_cars
@tvnewshq
@motoriousmotors
@missmarty70
@rehabbingusa
@newyorkcitynext
@gabymapaval

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

Description:
Description
The graph represents a network of 4,538 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, 16 October 2020 at 17:23 UTC.

The requested start date was Friday, 16 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 8-day, 2-hour, 11-minute period from Wednesday, 07 October 2020 at 21:49 UTC to Friday, 16 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 : 4538
Unique Edges : 4737
Edges With Duplicates : 10155
Total Edges : 14892
Number of Edge Types : 5
Mentions : 3836
Retweet : 2627
MentionsInRetweet : 4449
Replies to : 1079
Tweet : 2901
Self-Loops : 2928
Reciprocated Vertex Pair Ratio : 0.0471220260936301
Reciprocated Edge Ratio : 0.090002931691586
Connected Components : 757
Single-Vertex Connected Components : 596
Maximum Vertices in a Connected Component : 3416
Maximum Edges in a Connected Component : 12259
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.114522
Graph Density : 0.000331343491490029
Modularity : 0.371753
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,538 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, 16 October 2020 at 17:23 UTC.

The requested start date was Friday, 16 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 8-day, 2-hour, 11-minute period from Wednesday, 07 October 2020 at 21:49 UTC to Friday, 16 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:
[44] https://www.adweek.com/programmatic/regulators-reportedly-mull-forced-google-chrome-sale/
[35] https://www.adweek.com/brand-marketing/5-social-marketing-takeaways-from-emily-in-paris
[27] https://www.adweek.com/programmatic/facebook-bans-ads-discouraging-vaccination/
[27] https://www.adweek.com/tv-video/hbo-max-secret-viral-tiktoks-interns/
[26] https://twitter.com/Adweek/status/1316427371487080449
[25] https://twinybots.ch/
[24] https://www.adweek.com/brand-marketing/whats-happened-at-the-richards-group-sends-a-message-to-all-agency-executives/
[24] https://www.adweek.com/brand-marketing/6-ways-prime-day-will-look-very-different-this-year/
[24] https://www.adweek.com/tv-video/cbs-sets-first-ever-companywide-brand-refresh-to-become-relevant-to-today/
[22] https://www.adweek.com/brand-marketing/why-cole-haan-partnered-with-slack-to-make-a-pandemic-era-shoe/

Top URLs in Tweet in G1:
[30] https://www.adweek.com/brand-marketing/5-social-marketing-takeaways-from-emily-in-paris
[15] https://www.adweek.com/programmatic/glassdoor-rolls-out-new-features-to-rate-companies-on-diversity-equity-and-inclusion/
[13] https://www.adweek.com/programmatic/facebook-bans-ads-discouraging-vaccination/
[11] https://events.adweek.com/convergent-tv-summit-2020
[9] https://www.adweek.com/brand-marketing/shoppers-adapting-miss-retail/
[8] https://www.adweek.com/brand-marketing/how-lowes-is-offering-a-safe-trick-or-treating-option-this-halloween/
[8] https://www.adweek.com/tv-video/cbs-sets-first-ever-companywide-brand-refresh-to-become-relevant-to-today/?linkId=101560133
[7] https://www.adweek.com/brand-marketing/why-cole-haan-partnered-with-slack-to-make-a-pandemic-era-shoe/
[7] https://www.adweek.com/brand-marketing/ocean-spray-joins-the-viral-dreams-meme-and-surprises-tiktoker-with-a-cranberry-red-truck/
[7] https://www.adweek.com/programmatic/paypal-dot-com-bubble-digital-financial-services/

Top URLs in Tweet in G2:
[19] https://twitter.com/Adweek/status/1316427371487080449
[12] https://twitter.com/adweek/status/1316427371487080449
[10] https://twinybots.ch/
[8] https://www.adweek.com/programmatic/key-takeaways-from-congress-digital-competition-report/
[8] https://www.adweek.com/programmatic/regulators-reportedly-mull-forced-google-chrome-sale/
[8] https://www.adweek.com/brand-marketing/whats-happened-at-the-richards-group-sends-a-message-to-all-agency-executives/
[7] https://www.adweek.com/programmatic/how-disney-and-others-could-reimagine-bundles-for-the-future/
[7] https://www.adweek.com/brand-marketing/kroger-uses-ai-to-match-a-picture-of-your-fridge-shelf-with-a-recipe/
[7] https://www.adweek.com/brand-marketing/5-social-marketing-takeaways-from-emily-in-paris/
[6] https://www.adweek.com/brand-marketing/why-cole-haan-partnered-with-slack-to-make-a-pandemic-era-shoe/

Top URLs in Tweet in G3:
[17] https://tweetedtimes.com/v/296?s=tnp
[5] https://twitter.com/Adweek/status/1314292435565019139
[5] https://www.adweek.com/brand-marketing/the-interruption-heard-round-the-world-is-all-too-familiar-im-speaking/
[4] https://twitter.com/Adweek/status/1316427371487080449
[4] https://www.adweek.com/brand-marketing/sour-patch-kids-defied-skeptics-physical-shop-pandemic/
[4] https://www.adweek.com/brand-marketing/ocean-spray-joins-the-viral-dreams-meme-and-surprises-tiktoker-with-a-cranberry-red-truck/
[4] https://www.adweek.com/brand-marketing/why-data-scientists-must-act-as-mediators-and-translators-between-it-and-marketing/
[4] https://ibm.co/3jDKveD
[3] https://twitter.com/Adweek/status/1316014039881801748
[3] https://www.adweek.com/brand-marketing/what-every-marketing-spokesperson-should-learn-from-dr-anthony-fauci/

Top URLs in Tweet in G4:
[4] http://aquiremedia.com
[4] https://www.adweek.com/brand-marketing/syndicate-helps-ha-34787/amp/
[4] https://www.nytimes.com/2000/01/07/business/the-media-business-advertising-addenda-hunt-adkins-given-internet-work.html
[4] https://www.adweek.com/programmatic/key-takeaways-from-congress-digital-competition-report/?utm_content=position_1&utm_source=postup&utm_medium=email&utm_campaign=Programmatic_201009152429&lyt_id=1133740
[4] https://twitter.com/Adweek/status/1313860419354845189
[2] https://www.govinfo.gov/content/pkg/CHRG-115shrg28123/pdf/CHRG-115shrg28123.pdf
[2] https://www.adweek.com/digital/lawmakers-come-short-data-broker-probe-145092/
[2] https://www.troygroup.com/products/documentsoftware/check-printing-software.html
[2] https://investors.vivoenergy.com/corporate-governance/board-of-directors
[2] https://www.jwnenergy.com/article/2019/12/exxon-mobil-beats-new-york-climate-change-lawsuit/

Top URLs in Tweet in G5:
[4] https://www.adweek.com/brand-marketing/in-oreos-moving-new-short-film-a-father-learns-to-show-pride-for-his-lgbtq-daughter/
[3] https://www.adweek.com/agencies/zoom-fatigue-got-you-down-tbwalondon-created-audio-excuses-to-help-you-step-away/
[3] http://feedproxy.google.com/~r/Adfreak/~3/Jlm7r4JhFCc/
[3] https://www.adweek.com/brand-marketing/inside-native-deodorants-first-ad-campaign/
[2] https://www.adweek.com/partner-articles/can-collaboration-fill-the-void-left-by-third-party-cookies-and-idfa/?platform=hootsuite
[2] https://www.adweek.com/brand-marketing/ryan-reynolds-doesnt-understand-5g-but-mint-mobile-is-giving-it-away-for-free-either-way/
[2] https://link.medium.com/vl6kr3D0X9
[1] https://twitter.com/Adweek/status/1316755748882448385
[1] https://www.adweek.com/brand-marketing/aaron-paul-on-the-keys-to-dos-hombres-marketing-creative-control-and-a-quality-product/
[1] https://www.adweek.com/agencies/pornhubs-ad-implores-you-to-stop-using-household-objects-as-sex-toys/

Top URLs in Tweet in G6:
[9] https://www.adweek.com/digital/fox-sports-wendys-twitter-huddle-up-on-college-football-telecasts/
[7] https://www.adweek.com/programmatic/pixability-widely-rolls-out-enhanced-brandshield-brand-safety-solution-for-youtube-ads/
[4] https://www.adweek.com/programmatic/appsflyer-facebook-was-the-no-1-mobile-media-source-in-1h-2020/
[3] https://www.adweek.com/digital/flipboard-gives-curators-on-its-platform-access-to-analytics/
[3] https://www.adweek.com/digital/here-are-the-winners-of-the-second-annual-hashtag-sports-awards-presented-by-budweiser/
[3] https://www.adweek.com/tv-video/starzs-battle-cry-in-first-ever-debate-ad-fight-like-a-woman/
[2] https://www.adweek.com/digital/starz-creates-immersive-experience-on-pinterest-for-the-spanish-princess/
[2] https://www.adweek.com/digital/instagram-rolls-out-shopping-via-igtv-worldwide/
[2] https://www.adweek.com/digital/messenger-from-facebook-rolls-out-halloween-360-degree-backgrounds-ar-filters/
[2] http://www.adweek.com/socialtimes/through-the-ages-president-obama-celebrates-americas-national-parks/644025

Top URLs in Tweet in G7:
[7] https://www.adweek.com/tv-video/hbo-max-secret-viral-tiktoks-interns/
[6] https://www.adweek.com/sponsored/brand-marketers-from-hersheys-and-t-mobile-share-insights-on-a-data-driven-approach-to-advertising/
[4] https://www.adweek.com/sponsored/your-guide-to-the-retail-media-ecosystem/
[3] https://www.adweek.com/sponsored/now-is-the-best-time-to-invest-in-creating-long-form-content-heres-why/
[2] https://www.adweek.com/agencies/mailchimps-latest-offering-caters-to-small-agencies-and-freelancers/
[2] https://event.webcasts.com/starthere.jsp?ei=1374695&tp_key=35007e3705&sti=aw_twitter
[2] https://event.webcasts.com/starthere.jsp?ei=1373760&tp_key=cdff5ef87b&sti=aw_twitter
[2] https://www.adweek.com/brand-marketing/social-confidential-how-aviation-gin-leverages-real-time-pop-culture/
[1] https://twitter.com/i/web/status/1316787656605478919
[1] https://www.adweek.com/brand-marketing/walmart-will-host-socially-distant-trick-or-treating-and-tailgate-events-at-stores-this-fall/

Top URLs in Tweet in G8:
[11] https://www.adweek.com/digital/twitter-sets-up-shop-for-vice-presidential-debate/
[10] https://www.adweek.com/brand-marketing/how-fresh-food-needs-to-appeal-to-the-pandemic-shopper/
[9] https://www.adweek.com/brand-marketing/6-ways-prime-day-will-look-very-different-this-year/
[9] https://www.adweek.com/brand-marketing/dominos-and-brooklinen-share-their-biggest-pandemic-pivots/
[7] https://www.adweek.com/programmatic/new-york-times-prioritizes-first-party-data-in-new-platform-for-marketers/
[7] https://www.adweek.com/digital/pinterest-integrates-with-microsoft-edge-browser/
[6] https://www.adweek.com/digital/fox-sports-wendys-twitter-huddle-up-on-college-football-telecasts/
[6] https://www.adweek.com/digital/twitter-suspends-1594-accounts-from-networks-originating-in-5-countries/
[6] https://www.adweek.com/programmatic/how-2020-paved-the-way-for-5-and-under-retail/
[6] https://www.adweek.com/agencies/women-owned-wellness-app-shine-debuts-first-tv-campaign/

Top URLs in Tweet in G9:
[13] https://www.adweek.com/programmatic/regulators-reportedly-mull-forced-google-chrome-sale/
[4] https://www.adweek.com/programmatic/pakistan-bans-tiktok-for-immoral-and-indecent-content/
[4] https://www.adweek.com/programmatic/twitter-makes-changes-to-discourage-viral-misinformation-ahead-of-the-u-s-elections/
[3] https://www.adweek.com/programmatic/independent-ad-tech-is-poking-holes-in-googles-dovekey-proposal/
[3] https://www.adweek.com/agencies/mindshare-fires-global-ceo-for-breach-of-company-conduct/
[3] https://www.adweek.com/programmatic/facebook-bans-ads-discouraging-vaccination/
[3] https://twitter.com/Adweek/status/1314292435565019139
[2] https://www.adweek.com/programmatic/facebook-will-temporarily-halt-political-ads-after-the-polls-close-on-nov-3/
[2] https://www.adweek.com/programmatic/judge-allows-downloads-of-tiktok-to-continue-halting-trumps-app-store-ban/
[2] https://www.adweek.com/programmatic/facebook-bans-content-that-denies-the-holocaust/

Top URLs in Tweet in G10:
[2] https://www.adweek.com/tvnewser/here-are-fox-news-ratings-for-q3-and-september-2020/457229/
[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/2020-vice-presidential-debate-ratings-fox-news-abc-are-most-watched-networks/458777/
[1] https://www.adweek.com/tvnewser/wednesday-oct-7-scoreboard-fox-wins-prime-time-debate-night-cnn-wins-post-debate-coverage-in-demo/458861/
[1] https://www.adweek.com/tvnewser/saturday-oct-10-scoreboard-fox-news-wins-prime-time-in-key-measurements-cnn-wins-total-day-among-a25-54/459177/
[1] https://www.adweek.com/tvnewser/sunday-oct-11-scoreboard-cnn-finishes-no-1-in-prime-time-demo-while-fox-news-is-most-watched/459179/
[1] https://www.adweek.com/tvnewser/monday-oct-5-scoreboard-fox-news-starts-off-week-at-no-1-in-prime-time/458496/
[1] https://www.adweek.com/tvnewser/tuesday-oct-6-scoreboard-tucker-carlson-drew-5-3-million-viewers-at-8-p-m/458665/
[1] https://www.adweek.com/tvnewser/thursday-oct-8-scoreboard-featuring-an-interview-with-trump-hannity-delivers-5-million-viewers-no-1-on-cable-news/458975/
[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/

Top Domains
Top Domains in Tweet in Entire Graph:
[3476] adweek.com
[633] twitter.com
[247] linkedin.com
[60] bit.ly
[55] lnkd.in
[29] ift.tt
[27] tweetedtimes.com
[27] webcasts.com
[26] rite.ly
[25] adweek.it

Top Domains in Tweet in G1:
[688] adweek.com
[123] twitter.com
[23] adweek.it
[7] webcasts.com
[5] bit.ly
[3] twinybots.ch
[3] amazon.com
[3] adtechdaily.com
[3] linkedin.com
[3] rite.ly

Top Domains in Tweet in G2:
[879] adweek.com
[234] linkedin.com
[204] twitter.com
[51] lnkd.in
[20] dlvr.it
[19] ift.tt
[10] tweetedtimes.com
[10] twinybots.ch
[10] store-on-line.com
[8] bit.ly

Top Domains in Tweet in G3:
[131] twitter.com
[97] adweek.com
[23] rite.ly
[17] tweetedtimes.com
[5] amazon.com
[4] ibm.co
[2] linkedin.com
[2] taboola.com
[2] bit.ly
[1] bbc.com

Top Domains in Tweet in G4:
[24] adweek.com
[22] twitter.com
[4] aquiremedia.com
[4] nytimes.com
[3] bit.ly
[3] tumblr.com
[3] f6s.com
[3] lnkd.in
[2] crunchbase.com
[2] govinfo.gov

Top Domains in Tweet in G5:
[34] adweek.com
[10] twitter.com
[3] google.com
[2] medium.com
[1] forbes.com
[1] cision.com
[1] foxnews.com
[1] eventbrowse.com
[1] apple.com
[1] bit.ly

Top Domains in Tweet in G6:
[92] adweek.com
[7] twitter.com
[3] bit.ly
[1] youtube.com
[1] instagram.com
[1] rtl-adconnect.com
[1] advertisingweek.com

Top Domains in Tweet in G7:
[51] adweek.com
[11] webcasts.com
[8] twitter.com
[1] bit.ly

Top Domains in Tweet in G8:
[466] adweek.com
[17] bit.ly
[5] twinybots.ch
[1] twitter.com
[1] hotels.com

Top Domains in Tweet in G9:
[53] adweek.com
[4] twitter.com
[1] patrick-clarke.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[403] marketing
[286] advertising
[264] socialmedia
[179] influencermarketing
[138] adweekchat
[122] takebackyourlife
[102] analytics
[101] googleads
[96] facebookads
[82] adweekvirtualseries



Top Hashtags in Tweet in G1:
[75] adweekvirtualseries
[23] adweekspotlight
[21] fastestgrowing
[20] adweekchat
[16] marketing
[11] worldmentalhealthday
[10] sickofitday
[9] kamalaharris
[8] emilyinparis
[8] halloween

Top Hashtags in Tweet in G2:
[44] pacdigitalsigns
[38] marketing
[20] socialmedia
[17] adweek
[10] artdirector
[10] adagency
[10] advertisingagency
[10] sxsw
[10] workingnotworking
[10] artpotfolio

Top Hashtags in Tweet in G3:
[114] adweekchat
[18] socialconfidential
[18] digitalmarketing
[18] onlinemarketing
[17] pcconsultingasia
[8] brandweek
[5] adweekvirtualseries
[5] ios14
[5] apple
[4] primeday2020

Top Hashtags in Tweet in G4:
[5] bigtech
[3] facebook
[3] antitrust
[3] socialmedia
[3] markupgrade
[2] motoriousdriverslicense
[2] ads
[2] advertising
[1] smb
[1] marketingforthenow

Top Hashtags in Tweet in G5:
[8] marketing
[3] boxedout
[3] cabnation
[3] cab003
[2] worldmentalhealthday
[2] soundtheexcuse
[2] writing
[2] erotica
[2] audio
[1] sustainability

Top Hashtags in Tweet in G6:
[13] facebook
[10] google
[8] instagram
[8] privacy
[7] thespanishprincess
[7] twitter
[7] youtube
[7] fightlikeawoman
[5] tiktok
[4] reels

Top Hashtags in Tweet in G7:
[19] webinar
[5] adweek
[4] cx
[3] empathy
[2] multicultural
[2] netbasequidwebinar
[2] dei
[2] ceoaction
[1] sociallydistant
[1] trickortreating

Top Hashtags in Tweet in G8:
[288] marketing
[252] advertising
[209] socialmedia
[154] influencermarketing
[121] takebackyourlife
[5] fintech
[3] seeher
[2] runwaytothepolls

Top Hashtags in Tweet in G9:
[2] dovekey
[2] adtech
[2] ai
[2] marketing
[1] adweekspotlight
[1] advertising
[1] influencermarketing
[1] privacy
[1] cookieless
[1] image

Top Words
Top Words in Tweet in Entire Graph:
[3076] adweek
[508] marketing
[487] news
[417] more
[401] #marketing
[393] ad
[377] first
[342] day
[328] brand
[303] facebook

Top Words in Tweet in G1:
[1453] adweek
[140] more
[127] opinion
[127] marketers
[126] brands
[126] marketing
[119] brand
[111] campaign
[108] ad
[97] social

Top Words in Tweet in G2:
[78] ad
[69] marketing
[66] adweek
[63] first
[58] facebook
[55] day
[52] 2020
[46] more
[44] #pacdigitalsigns
[41] social

Top Words in Tweet in G3:
[708] adweek
[113] #adweekchat
[86] more
[66] juliangumbo
[58] people
[51] marketing
[48] tkemeny
[45] great
[45] one
[44] brand

Top Words in Tweet in G4:
[48] adweek
[27] facebook
[23] motoriousmotors
[21] nyctaxi
[16] ogilvy
[16] lagarde
[16] stationsbpfr
[16] verifone_petro
[15] visionzerony
[15] verifone

Top Words in Tweet in G5:
[101] adweek
[37] bookstores
[34] ababook
[31] around
[28] created
[27] amazon
[24] adage
[23] taking
[22] mom
[22] pop

Top Words in Tweet in G6:
[43] adweek
[30] twitter
[20] brand
[18] socialprodaily
[17] youtube
[16] facebook
[14] wendys
[13] rolls
[13] #facebook
[13] pixability

Top Words in Tweet in G7:
[82] adweek
[68] interns
[67] make
[40] hbomax
[36] five
[33] warnermedia
[32] run
[32] account
[31] culture
[31] meet

Top Words in Tweet in G8:
[286] #marketing
[252] #advertising
[208] #socialmedia
[180] news
[179] marshawright
[155] newswire
[154] #influencermarketing
[121] #takebackyourlife
[66] first
[45] pandemic

Top Words in Tweet in G9:
[50] adweek
[38] ads
[33] google
[28] scottnover
[27] facebook
[21] months
[21] ban
[18] social
[18] discourage
[17] platforms

Top Words in Tweet in G10:
[137] ratings
[123] news
[117] tv
[117] watched
[107] tvnewshq
[104] viewers
[103] oct
[101] total
[85] hours
[83] fox

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[185] #marketing,news
[155] #advertising,newswire
[128] adweek,opinion
[122] tv,ratings
[110] #marketing,#socialmedia
[106] fox,news
[100] marshawright,#marketing
[99] #analytics,#googleads
[98] social,media
[95] #googleads,#facebookads

Top Word Pairs in Tweet in G1:
[110] adweek,opinion
[59] ocean,spray
[52] nathan,apodaca
[42] tiktok,went
[42] skateboard,cruise
[42] cruise,sipping
[42] cran,raspberry
[42] raspberry,tune
[41] sipping,ocean
[41] spray,cran

Top Word Pairs in Tweet in G2:
[22] prime,day
[20] social,media
[16] fastest,growing
[16] ad,tech
[14] regulators,reportedly
[14] reportedly,mull
[14] mull,forced
[14] forced,google
[14] google,chrome
[14] chrome,sale

Top Word Pairs in Tweet in G3:
[40] juliangumbo,adweek
[35] adweek,lisalacy
[30] lowes,walmart
[24] adweek,a5
[24] adweek,lowes
[22] see,more
[20] adweek,a4
[18] adweek,mkobach
[17] adweek,taboola
[17] top,story

Top Word Pairs in Tweet in G4:
[15] visionzerony,nyctaxi
[15] nyctaxi,verifone
[15] verifone,martinrosell1
[15] martinrosell1,lagarde
[15] lagarde,stationsbpfr
[15] stationsbpfr,verifone_petro
[13] motoriousmotors,visionzerony
[9] shell_ontheroad,vivoenergy
[8] adweek,ogilvy
[8] motorious_cars,motoriousmotors

Top Word Pairs in Tweet in G5:
[22] adweek,mom
[22] mom,pop
[22] pop,bookstores
[22] bookstores,around
[22] around,country
[22] country,taking
[22] taking,amazon
[22] amazon,sharp
[22] sharp,elbowed
[22] elbowed,stunt

Top Word Pairs in Tweet in G6:
[9] twitter,revamps
[9] settings,web
[8] cfbonfox,wendys
[8] pixability,widely
[8] enhanced,brandshield
[8] brand,safety
[8] revamps,#privacy
[8] #privacy,settings
[8] web,social
[8] social,network

Top Word Pairs in Tweet in G7:
[30] interns,make
[30] make,coffee
[30] coffee,make
[30] make,culture
[30] culture,meet
[30] meet,five
[30] five,interns
[30] interns,help
[30] help,run
[30] run,hbomax

Top Word Pairs in Tweet in G8:
[177] #marketing,news
[155] #advertising,newswire
[100] marshawright,#marketing
[94] #socialmedia,#advertising
[85] #marketing,#socialmedia
[78] marshawright,#advertising
[78] #socialmedia,#influencermarketing
[76] #advertising,#influencermarketing
[21] first,things
[18] things,first

Top Word Pairs in Tweet in G9:
[12] social,media
[12] smartest,future
[12] future,looking
[12] looking,remedy
[12] remedy,comes
[12] comes,google
[12] google,protecting
[12] protecting,competition
[12] competition,advertising
[12] advertising,markets

Top Word Pairs in Tweet in G10:
[117] tv,ratings
[94] tvnewshq,tv
[87] total,viewers
[83] fox,news
[55] watched,hours
[47] viewers,watched
[43] news,watched
[38] cable,news
[37] ratings,tuesday
[37] tuesday,oct

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@juliangumbo
@atnickmartin
@jesseghiorzi
@jetteanni
@motoriousmotors
@mkobach
@thatchristinag
@leahpilcer
@griner

Top Replied-To in G1:
@adweek
@jdaykin
@jimwoodswrites
@justasimpleman_
@loznado
@spotifypodcasts
@timweigard
@samina__s
@jasonrbradwell
@melodybelotte

Top Replied-To in G3:
@adweek
@juliangumbo
@atnickmartin
@jetteanni
@jesseghiorzi
@leahpilcer
@mkobach
@thatchristinag
@yourbasics
@brianne2k

Top Replied-To in G4:
@motoriousmotors
@adweek
@colehaan
@nbcnews
@adcouncil
@kubient
@mcdonalds
@facebook

Top Replied-To in G5:
@adweek
@nworie_esther
@shimataver
@idesignstrategy
@loznado
@illywrites
@adage
@orrchris
@cnn
@co_rapunzel4

Top Replied-To in G6:
@adweek
@twitter
@starz
@foxsports
@adage
@irashanes

Top Replied-To in G7:
@walmart
@hbomax
@haakonstensrud
@awbrandshare
@awwebinars

Top Replied-To in G9:
@scottnover
@ronan_shields
@adweek
@bennettdbennett
@andrewblustein
@adcolony
@alexrahaman
@craig_hughes_
@chrisharihar
@w3c

Top Replied-To in G10:
@ingrahamangle
@realdonaldtrump

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@marshawright
@tvnewshq
@juliangumbo
@tkemeny
@jesszafarris
@dnabrandsa
@sylvesterchauke
@griner
@lisalacy

Top Mentioned in G1:
@adweek
@hugeinc
@szirinsky
@isatukamara_
@goo
@cbsnews
@ambermruffin
@nexstardigital
@wildbrain_spark
@taboola

Top Mentioned in G2:
@neotropenews
@dennisdemori
@zzsheyn
@convergetoday
@gzbenso

Top Mentioned in G3:
@adweek
@juliangumbo
@tkemeny
@jesszafarris
@lisalacy
@walmart
@koimtv
@lowes
@nathanallebach
@mkobach

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

Top Mentioned in G5:
@adweek
@ababook
@adage
@vancityreynolds
@nytimes
@cnn
@wsj
@forbes
@klundster

Top Mentioned in G6:
@adweek
@twitter
@socialprodaily
@wendys
@cfbonfox
@pixability
@billmew
@foxsports
@davidbherman
@starz

Top Mentioned in G7:
@adweek
@hbomax
@warnermedia
@awbrandshare
@awwebinars
@tiktok_us
@rga
@engageyouthco
@hersheys
@tmobile

Top Mentioned in G8:
@marshawright
@ericfrodgers
@adweek
@saeedbaygi
@rightrelevance
@chicagosky
@bigmamastef
@gabbywilliams15
@wnba
@glossier

Top Mentioned in G9:
@adweek
@scottnover
@dinasrinivasan
@ronan_shields
@amermedicalassn
@megancgraham
@thetradedesk
@plutotv
@minda_smiley
@chronotope

Top Mentioned in G10:
@tvnewshq
@seanhannity
@tuckercarlson
@realdonaldtrump
@ingrahamangle
@thefive
@bretbaier
@maddow

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@threadreaderapp
@blfeed
@united
@lt38
@littlebytesnews
@chidambara09
@delta
@klm
@bigtimefootball

Top Tweeters in G1:
@fantasticradioo
@jjj5819
@unlewis
@reneevoicebrand
@ghofmar
@lelkan
@sydsalesman
@yagbebi
@nancyrubin
@eatwithnia

Top Tweeters in G2:
@blfeed
@iam__network
@yoda
@carolyn660
@mnboss1
@carolforden
@zzsheyn
@patwhite70
@jamesvgingerich
@madalynsklar

Top Tweeters in G3:
@delta
@kimvie
@walmart
@ansisegle
@lkafle
@xbox
@nightberryrose
@jolhe_
@timg33
@heyprofbow

Top Tweeters in G4:
@chantelldawnsny
@mcdonalds
@bostonglobe
@dominos
@nikestore
@slackhq
@bostondotcom
@wbz
@wbznewsradio
@whimchic

Top Tweeters in G5:
@bigtimefootball
@businessinsider
@thr
@foxnews
@trippbraden
@nytimes
@co_rapunzel4
@politico
@cnn
@wsj

Top Tweeters in G6:
@reuters
@annaxlgxts
@akwyz
@marketwatch
@cocacola
@yahoofinance
@elisaelisa110
@drferdowsi
@wendys
@chibi_cs19

Top Tweeters in G7:
@ami_tvdfan
@tmobile
@1ive1ove1earn
@nobusuzuki1
@yamarajsha
@ididwy
@fxhxxm
@vernardolau
@roshaundadgreen
@abc1230

Top Tweeters in G8:
@marshawright
@sudeepkhatri
@edwardcalame
@caffreyej
@hiphopmatrix
@riyadhalrifai
@kingdfitch_h19
@saeedbaygi
@gadiooumoul
@bateswillie

Top Tweeters in G9:
@littlebytesnews
@monitor_ph
@prestovivace
@ashishchauhan
@moorehn
@chronotope
@johnnosta
@joshsternberg
@ktouktou
@matthewstoller

Top Tweeters in G10:
@amcneer
@rumijulie
@1swinging_voter
@edmgail1944
@jaketapper
@navgirl2
@theresa_gavitt
@lisagra40299433
@mitt_fit
@chrislhayes