adweek, Twitter, 5/23/2019 10:55:00 AM, 197799


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adweek_2019-05-23_03-34-51.xlsx
adweek_2019-05-23_03-34-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 23, 2019
Short Description:
adweek via NodeXL http://bit.ly/2HTTuqq
@adweek
@jasonlynch
@ajkatztv
@tvnewser
@tvnewshq
@judgejeanine
@greggutfeld
@m0t0rious
@burgerking
@radradcliffe

Top hashtags:
#marketing
#advertising
#socialmedia
#branding
#business
#digitalmarketing
#influencermarketing

Description:
Description
The graph represents a network of 2,987 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 Thursday, 23 May 2019 at 10:36 UTC.

The requested start date was Thursday, 23 May 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 3-day, 17-hour, 33-minute period from Saturday, 18 May 2019 at 23:35 UTC to Wednesday, 22 May 2019 at 17:09 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 : 2987
Unique Edges : 3508
Edges With Duplicates : 3019
Total Edges : 6527
Number of Edge Types : 3
Tweet : 2936
Mentions : 3431
Replies to : 160
Self-Loops : 2936
Reciprocated Vertex Pair Ratio : 0.034542916957432
Reciprocated Edge Ratio : 0.066779089376054
Connected Components : 1053
Single-Vertex Connected Components : 852
Maximum Vertices in a Connected Component : 1479
Maximum Edges in a Connected Component : 3426
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.66754
Graph Density : 0.000332429588273902
Modularity : 0.442821
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[99] https://www.adweek.com/brand-marketing/a-brands-cultural-relevance-is-almost-as-important-as-a-strong-image-study-finds/
[49] https://www.adweek.com/brand-marketing/cause-marketing-isnt-working-for-young-people/
[47] https://www.adweek.com/brand-marketing/the-inside-story-of-the-burger-king-campaign-that-changed-the-brands-entire-outlook-on-marketing/
[43] https://www.adweek.com/tv-video/what-marketers-can-learn-from-consumers-social-media-and-tv-habits/
[39] https://www.adweek.com/brand-marketing/podcasters-are-the-new-influencers-heres-how-to-leverage-them-in-your-strategies/
[38] https://www.adweek.com/digital/why-media-buyers-are-mixed-on-publishers-selling-ads-based-on-emotion/
[35] https://www.adweek.com/brand-marketing/measuring-success-for-experiential-marketing-isnt-easy-how-agencies-are-tracking-roi/
[33] https://www.adweek.com/brand-marketing/lacoste-tells-a-stunningly-powerful-story-of-tumultuous-love-in-new-campaign/
[33] https://www.adweek.com/programmatic/what-googles-war-on-fingerprinting-means-for-marketers/
[33] https://www.adweek.com/tv-video/more-people-tuned-in-for-the-game-of-thrones-series-finale-than-the-big-bang-theorys-last-episode/

Top URLs in Tweet in G1:
[27] https://www.adweek.com/tv-video/what-marketers-can-learn-from-consumers-social-media-and-tv-habits/
[26] https://www.adweek.com/brand-marketing/a-brands-cultural-relevance-is-almost-as-important-as-a-strong-image-study-finds/
[24] https://www.adweek.com/brand-marketing/the-inside-story-of-the-burger-king-campaign-that-changed-the-brands-entire-outlook-on-marketing/
[21] http://www.adweek.com/?p=1048913
[21] https://www.adweek.com/brand-marketing/podcasters-are-the-new-influencers-heres-how-to-leverage-them-in-your-strategies/
[20] https://www.adweek.com/tv-video/what-marketers-can-learn-from-consumers-social-media-and-tv-habits/?utm_source=dlvr.it&utm_medium=twitter
[20] https://www.adweek.com/digital/why-media-buyers-are-mixed-on-publishers-selling-ads-based-on-emotion/
[20] https://www.adweek.com/brand-marketing/measuring-success-for-experiential-marketing-isnt-easy-how-agencies-are-tracking-roi/
[17] http://www.adweek.com/?p=1048742
[17] https://www.adweek.com/agencies/saluting-18-execs-and-creatives-making-meaningful-contributions-toward-diversity-and-inclusivity/

Top URLs in Tweet in G2:
[51] https://www.adweek.com/brand-marketing/a-brands-cultural-relevance-is-almost-as-important-as-a-strong-image-study-finds/
[42] https://www.adweek.com/brand-marketing/cause-marketing-isnt-working-for-young-people/
[26] https://www.adweek.com/agencies/these-posters-for-a-new-vampire-tv-show-erupt-in-flames-when-the-sun-rises/
[16] https://www.adweek.com/creativity/toys-take-aim-at-wildlife-in-these-ads-about-plastics-deadly-toll-on-our-oceans/
[14] https://www.adweek.com/agencies/agencies-balk-at-insane-conditions-of-new-general-mills-rfps/
[11] https://www.adweek.com/brand-marketing/infographic-what-people-want-from-direct-to-consumer-brands/
[11] https://www.adweek.com/creativity/lil-nas-xs-wrangler-on-my-booty-line-in-old-town-road-is-now-a-branded-ar-experience/
[10] https://www.adweek.com/brand-marketing/infographic-the-difference-between-how-younger-and-older-gen-xers-use-social-media/
[10] https://www.adweek.com/brand-marketing/new-clean-skincare-line-comes-to-target-in-an-attempt-to-reinvent-the-drugstore-brand/
[10] https://www.adweek.com/tv-video/what-marketers-can-learn-from-consumers-social-media-and-tv-habits/

Top URLs in Tweet in G3:
[5] https://twitter.com/adweek/status/1130438269802561536
[4] https://twitter.com/Adweek/status/1130966253609390086
[3] https://twitter.com/adweek/status/1130966253609390086
[3] https://twitter.com/Adweek/status/1130794713534091264
[2] https://www.adweek.com/creativity/from-bowie-to-fka-twigs-apple-creates-a-powerful-tribute-to-british-music/
[2] https://www.adweek.com/agencies/saluting-18-execs-and-creatives-making-meaningful-contributions-toward-diversity-and-inclusivity/#/Trisch-Smith
[2] https://www.adweek.com/brand-marketing/kristen-bell-vouches-for-spindrift-again-in-sparkling-water-brands-latest-campaign/
[2] https://twitter.com/adweek/status/1130794713534091264
[1] https://twitter.com/i/web/status/1130409334742147073
[1] https://twitter.com/i/web/status/1130802913801048064

Top URLs in Tweet in G5:
[8] https://www.adweek.com/brand-marketing/a-brands-cultural-relevance-is-almost-as-important-as-a-strong-image-study-finds/
[7] https://twitter.com/adweek/status/1130869342491557889
[4] https://www.adweek.com/creativity/so-youve-decided-to-freelance-heres-what-you-need-to-know-before-taking-the-plunge/
[3] https://twitter.com/Adweek/status/1130866252795318272
[3] https://www.adweek.com/agencies/these-posters-for-a-new-vampire-tv-show-erupt-in-flames-when-the-sun-rises/
[2] https://www.adweek.com/brand-marketing/nebraska-snubs-its-haters-with-new-tourism-slogan-honestly-its-not-for-everyone/
[2] https://www.adweek.com/tv-video/we-asked-tv-celebrities-from-this-is-us-brooklyn-nine-nine-and-more-about-their-favorite-commercials/
[2] https://twitter.com/Adweek/status/1130458908093497344
[1] https://twitter.com/i/web/status/1130519223283924994
[1] https://twitter.com/adweek/status/1130866252795318272

Top URLs in Tweet in G6:
[1] https://www.adweek.com/tvnewser/scoreboard-monday-may-20/403313/
[1] https://www.adweek.com/tvnewser/basic-cable-ranker-week-of-may-6/402577/
[1] https://twitter.com/i/web/status/1130602999712231425
[1] https://www.adweek.com/tvnewser/scoreboard-saturday-may-18/403144/
[1] https://www.adweek.com/tvnewser/scoreboard-thursday-may-16/402954/
[1] https://www.adweek.com/tvnewser/scoreboard-saturday-may-4/401943/

Top URLs in Tweet in G7:
[4] https://www.adweek.com/digital/nbc-wins-the-season-in-the-18-49-demo-for-the-third-straight-year/
[3] https://www.adweek.com/tvnewser/soledad-obrien-explains-what-she-would-change-if-she-were-running-a-cable-news-network/403153/
[3] https://www.adweek.com/digital/viant-technologys-jeff-collins-will-oversee-ad-sales-for-fox-news/
[3] https://www.adweek.com/tv-video/networks-order-fewer-new-shows-and-share-no-ott-details-during-upfronts-week
[2] https://www.adweek.com/tv-video/more-people-tuned-in-for-the-game-of-thrones-series-finale-than-the-big-bang-theorys-last-episode/
[2] https://www.adweek.com/tv-video/video-our-top-5-takeaways-from-upfronts-week
[1] https://twitter.com/i/web/status/1130235011045761026
[1] https://www.adweek.com/tvnewser/scoreboard-sunday-may-19/403146/
[1] https://www.adweek.com/tvnewser/norah-odonnell-has-been-named-cbs-evening-news-anchor-gayle-king-is-now-centerpiece-of-cbs-this-morning/401765/
[1] https://twitter.com/i/web/status/1130861082241851393

Top URLs in Tweet in G8:
[4] https://www.adweek.com/programmatic/what-googles-war-on-fingerprinting-means-for-marketers/
[4] https://www.adweek.com/brand-marketing/a-brands-cultural-relevance-is-almost-as-important-as-a-strong-image-study-finds/
[3] https://www.adweek.com/programmatic/index-exchange-is-bringing-machine-learning-to-header-bidding/
[2] https://www.adweek.com/brand-marketing/home-depot-is-betting-that-americas-miserable-movers-will-make-good-customers/
[2] https://www.adweek.com/tv-video/more-people-tuned-in-for-the-game-of-thrones-series-finale-than-the-big-bang-theorys-last-episode/
[2] https://www.adweek.com/brand-marketing/how-yuengling-beer-has-endured-for-a-whopping-190-years/
[2] https://www.adweek.com/brand-marketing/sephora-turned-applications-for-its-influencer-program-into-a-social-media-event/
[2] https://www.adweek.com/digital/why-media-buyers-are-mixed-on-publishers-selling-ads-based-on-emotion/
[2] https://www.adweek.com/programmatic/how-the-trade-desk-is-integrating-with-prebid-to-boost-its-unified-id/
[2] https://www.adweek.com/digital/the-ad-tech-industrys-response-to-googles-targeting-updates/

Top URLs in Tweet in G9:
[1] https://www2.smartbrief.com/servlet/encodeServlet?issueid=A4F14C04-7A89-4C44-85DA-A32236EEAC8C&sid=50bd71e4-ba1c-481c-9cbf-bbd6224ffd25
[1] https://www2.smartbrief.com/servlet/encodeServlet?issueid=83D9D4D4-0258-44F1-B939-882CBFD2C7C9&lmid=archives
[1] https://www.adweek.com/brand-marketing/podcasters-are-the-new-influencers-heres-how-to-leverage-them-in-your-strategies/#.XORO1E2kTaI.twitter
[1] https://twitter.com/i/web/status/1130774574520344577
[1] https://www.adweek.com/brand-marketing/accenture-seeks-to-dismiss-multimillion-dollar-hertz-breach-of-contract-lawsuit/
[1] https://www.adweek.com/digital/ipgs-huge-hires-former-razorfish-lead-as-global-chief-executive-officer/
[1] https://www.adweek.com/agencyspy/one-major-tobacco-company-has-launched-a-creative-review/156853/
[1] https://www.adweek.com/agencies/publiciss-first-healthfront-with-martha-stewart-and-dr-oz-will-showcase-the-healthcare-space/
[1] https://twitter.com/PHM_Moments/status/1129505053327413249
[1] https://blog.taskque.com/turbocharge-creativity-instantly/

Top URLs in Tweet in G10:
[3] https://www.adweek.com/sponsored/why-influence-not-influencers-should-matter-most-to-marketers/
[2] https://www.adweek.com/sponsored/why-sleep-number-believes-great-branded-content-requires-great-partnerships/#.XOLaYZ0Oack.twitter
[1] https://twitter.com/i/web/status/1130851589697097728
[1] https://twitter.com/i/web/status/1130831937730486272
[1] https://twitter.com/i/web/status/1130833501090144257
[1] https://twitter.com/i/web/status/1130834745049407489
[1] https://twitter.com/i/web/status/1130837210977247233
[1] https://twitter.com/i/web/status/1130837954505641986
[1] https://twitter.com/i/web/status/1130838836089675782
[1] https://twitter.com/i/web/status/1130839777446637570

Top Domains
Top Domains in Tweet in Entire Graph:
[3209] adweek.com
[525] twitter.com
[282] dlvr.it
[111] lnkd.in
[35] google.com
[14] dy.si
[13] bingpedia.com
[13] poptimize.net
[8] snip.ly
[4] iammarketingmedia.com

Top Domains in Tweet in G1:
[1544] adweek.com
[178] twitter.com
[104] lnkd.in
[90] dlvr.it
[14] dy.si
[13] bingpedia.com
[7] google.com
[4] apple.news
[4] snip.ly
[4] iammarketingmedia.com

Top Domains in Tweet in G2:
[647] adweek.com
[122] twitter.com
[116] dlvr.it
[4] google.com
[2] webcasts.com
[1] adweek.it
[1] twib.in
[1] redef.com
[1] paper.li
[1] marketingland.com

Top Domains in Tweet in G3:
[35] twitter.com
[13] adweek.com
[1] webaim.org
[1] starpolitical.com

Top Domains in Tweet in G5:
[72] adweek.com
[22] twitter.com
[2] urlzs.com
[2] google.com
[1] jlwholesalers.com
[1] promoteblackauthors.com
[1] apple.com

Top Domains in Tweet in G6:
[5] adweek.com
[1] twitter.com

Top Domains in Tweet in G7:
[27] adweek.com
[7] twitter.com

Top Domains in Tweet in G8:
[97] adweek.com
[6] twitter.com
[1] prebid.org

Top Domains in Tweet in G9:
[5] adweek.com
[2] smartbrief.com
[2] twitter.com
[1] taskque.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[287] marketing
[197] advertising
[104] socialmedia
[95] branding
[83] business
[79] digitalmarketing
[75] influencermarketing
[73] smlondon
[39] news
[33] tech



Top Hashtags in Tweet in G1:
[67] marketing
[40] advertising
[19] googleads
[19] socialmedia
[19] leads
[18] facebookads
[18] funnels
[18] mortardigital
[18] pacdigitalsigns
[13] startup

Top Hashtags in Tweet in G2:
[69] advertising
[49] digitalmarketing
[16] marketing
[13] gameofthronesfinale
[10] gameofthrones
[9] worldbeeday
[9] brand
[7] instagram
[6] branding
[4] adweekchampions

Top Hashtags in Tweet in G3:
[13] shotbymarkc
[7] diversity
[7] freethebid
[5] mentees
[4] inclusivity
[4] adweek
[3] adcolor
[1] truepirate
[1] photography
[1] edelmanproud

Top Hashtags in Tweet in G5:
[2] commercials
[1] adweekexeclab
[1] upfronts
[1] summergrams
[1] amazon
[1] thirdpartysellers
[1] privatelabels
[1] amzn
[1] adfraud
[1] botbaseline

Top Hashtags in Tweet in G7:
[1] journalisme
[1] cnn
[1] fpjq

Top Hashtags in Tweet in G8:
[3] tokyo
[2] googlechrome
[2] privacy
[2] adtech
[1] youtubeads
[1] connectedtv
[1] branding
[1] marketing
[1] authentic
[1] causemarketing

Top Hashtags in Tweet in G9:
[2] sbonleadership
[1] leadership
[1] podcast
[1] podcasts
[1] podcasting
[1] influencers
[1] influencer
[1] phmhealthfront
[1] boost
[1] creativity

Top Hashtags in Tweet in G10:
[28] adweekexeclab
[2] omnicom
[2] influence
[2] influencers
[1] nycdma
[1] tv
[1] commercials
[1] causemarketing
[1] musician
[1] tvcommercial

Top Words
Top Words in Tweet in Entire Graph:
[3437] Words in Sentiment List#1: Positive
[823] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[77460] Non-categorized Words
[81721] Total Words
[1548] adweek
[1332] s
[517] new
[401] brand
[369] media

Top Words in Tweet in G1:
[615] s
[198] new
[184] adweek
[181] media
[156] brand
[139] marketers
[114] marketing
[111] more
[107] social
[99] campaign

Top Words in Tweet in G2:
[812] adweek
[243] s
[119] brand
[113] new
[85] marketing
[76] people
[69] #advertising
[66] tv
[64] brands
[64] media

Top Words in Tweet in G3:
[181] adweek
[121] adcolor
[55] inaugural
[42] meaningful
[38] champion
[36] tsmithanoai
[35] champions
[33] making
[31] congratulations
[29] congrats

Top Words in Tweet in G4:
[95] 2018年の広告ベスト25
[93] inspi_com
[82] スペースシャトルや特撮ヒーローの背後で燃え上がる爆炎が
[82] よく見るとすべてチキンだった
[82] そんな香港kfc
[82] ホット
[82] スパイシーチキン
[82] の広告は世界的な広告賞を受賞し
[82] 米広告業界誌adweekが選ぶ
[82] にも選出されました

Top Words in Tweet in G5:
[98] adweek
[40] s
[20] kimekom
[20] cultural
[20] relevance
[19] griner
[17] new
[16] twitter
[14] ad
[14] media

Top Words in Tweet in G6:
[113] news
[83] tv
[83] ratings
[78] tvnewshq
[73] fox
[69] cable
[58] week
[57] watched
[50] night
[31] seanhannity

Top Words in Tweet in G7:
[39] week
[32] tvnewser
[27] cnn
[21] people
[21] last
[21] demo
[18] soledadobrien
[18] talking
[17] think
[17] re

Top Words in Tweet in G8:
[38] s
[18] ad
[15] media
[15] important
[14] adweek
[13] joshsternberg
[12] new
[11] more
[10] ronan_shields
[10] brands

Top Words in Tweet in G9:
[11] adweek
[8] adage
[6] businessinsider
[4] hat
[4] tip
[4] socialmedia2day
[4] thedrum
[4] mediapost
[4] digiday
[4] great

Top Words in Tweet in G10:
[48] adweek
[28] #adweekexeclab
[24] s
[21] new
[15] people
[15] tv
[14] valdifebo
[14] deutschinc
[10] right
[10] seamless

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[182] brand,s
[170] social,media
[165] cultural,relevance
[138] here,s
[137] important,strong
[137] strong,image
[137] study,finds
[136] relevance,important
[130] s,cultural
[130] image,study

Top Word Pairs in Tweet in G1:
[94] social,media
[88] brand,s
[60] here,s
[60] cultural,relevance
[59] marketers,learn
[57] media,tv
[57] tv,habits
[56] study,finds
[56] important,strong
[55] s,cultural

Top Word Pairs in Tweet in G2:
[65] adweek,#advertising
[59] brand,s
[54] study,finds
[54] cultural,relevance
[52] s,cultural
[52] relevance,important
[52] important,strong
[52] strong,image
[51] image,study
[48] #advertising,#digitalmarketing

Top Word Pairs in Tweet in G3:
[78] adweek,adcolor
[38] adcolor,inaugural
[31] making,meaningful
[16] cover,adweek
[15] adweek,champions
[15] recognized,adweek
[14] creatives,making
[14] adcolor,adweek
[14] congrats,very
[14] very,tsmithanoai

Top Word Pairs in Tweet in G4:
[82] スペースシャトルや特撮ヒーローの背後で燃え上がる爆炎が,よく見るとすべてチキンだった
[82] よく見るとすべてチキンだった,そんな香港kfc
[82] そんな香港kfc,ホット
[82] ホット,スパイシーチキン
[82] スパイシーチキン,の広告は世界的な広告賞を受賞し
[82] の広告は世界的な広告賞を受賞し,米広告業界誌adweekが選ぶ
[82] 米広告業界誌adweekが選ぶ,2018年の広告ベスト25
[82] 2018年の広告ベスト25,にも選出されました
[81] inspi_com,スペースシャトルや特撮ヒーローの背後で燃え上がる爆炎が
[13] adweek,2018年の広告ベスト25

Top Word Pairs in Tweet in G5:
[20] cultural,relevance
[11] latest,media
[10] magnaglobal,twitter
[10] decisions,led
[10] led,cultural
[9] media,trial
[8] grad,guide
[8] trial,magnaglobal
[8] twitter,found
[8] found,decisions

Top Word Pairs in Tweet in G6:
[83] tv,ratings
[78] tvnewshq,tv
[73] fox,news
[40] cable,news
[29] ratings,last
[29] last,week
[29] week,fox
[29] news,watched
[29] watched,basic
[29] basic,cable

Top Word Pairs in Tweet in G7:
[17] soledadobrien,think
[17] think,re
[17] re,talking
[17] talking,real
[17] real,people
[17] people,politicians
[17] politicians,issues
[17] issues,without
[17] without,always
[16] last,week

Top Word Pairs in Tweet in G8:
[8] machine,learning
[8] learning,header
[8] header,bidding
[7] mindset,extremely
[7] extremely,important
[7] important,effective
[7] effective,ad
[7] ad,recommend
[7] recommend,brands
[7] brands,keep

Top Word Pairs in Tweet in G9:
[4] hat,tip
[4] tip,socialmedia2day
[4] socialmedia2day,adage
[4] adage,adweek
[4] adweek,thedrum
[4] thedrum,mediapost
[4] mediapost,digiday
[4] digiday,businessinsider
[4] businessinsider,great
[4] great,sources

Top Word Pairs in Tweet in G10:
[27] adweek,#adweekexeclab
[11] valdifebo,deutschinc
[9] new,yorkers
[8] difference,between
[7] new,york
[7] s,difference
[7] between,influencers
[7] influencers,influence
[7] influence,series
[7] series,posts

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@natalieykim
@kimekom
@tsmithanoai
@kimberlyanner
@twittermktg
@tbwa
@apple
@joyannreid
@johnbrabender

Top Replied-To in G2:
@adweek
@bohussey
@2rupeetea
@_ravvyoli
@airanyh
@mirandaswlee
@rpautobase
@debellisferrara
@yacou64960718
@kenithacker

Top Replied-To in G3:
@natalieykim
@tsmithanoai
@tbwa
@maitemoreau
@jezzchung
@cbseyespeak
@ebonikwilliams
@biatchpack
@cbs
@thisismarkc

Top Replied-To in G5:
@kimekom
@twittermktg
@janaykingsberry
@johnbrabender
@joshochos
@bongcrosby
@griner
@neco_ornot

Top Replied-To in G7:
@cbsthismorning
@cnn

Top Replied-To in G8:
@adweek
@rbrulle

Top Replied-To in G9:
@adweek
@agencyspy
@inc

Top Replied-To in G10:
@kimberlyanner
@valdifebo
@angiemartinez
@weave221
@thejongardner

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@adcolor
@inspi_com
@tvnewshq
@marshawright
@tsmithanoai
@tvnewser
@seanhannity
@dougmelville

Top Mentioned in G1:
@brand_icon
@mgmckendrick
@gregory_clay
@andoniapr
@ianmadair
@dupree

Top Mentioned in G2:
@adweek
@_paradais
@mcdonalds
@marcflood
@sustain
@shethinx
@adcolor
@yuengling_beer
@petco
@dmedialab

Top Mentioned in G3:
@adweek
@adcolor
@tsmithanoai
@dougmelville
@thisismarkc
@arlanwashere
@trischls
@tbwa
@cbstweet
@natalieykim

Top Mentioned in G4:
@inspi_com

Top Mentioned in G5:
@adweek
@griner
@kimekom
@twitter
@patrickcoffee
@magnaglobal
@ipglab
@itstheannmarie
@vitacoco
@chrisariens

Top Mentioned in G6:
@tvnewshq
@seanhannity
@judgejeanine
@greggutfeld
@tuckercarlson
@ingrahamangle
@thefive
@bretbaier
@marthamaccallum

Top Mentioned in G7:
@tvnewser
@soledadobrien
@cnn
@msnbc
@maddow
@brenthbaker
@jasonlynch
@abcworldnews
@nbcnightlynews
@norahodonnell

Top Mentioned in G8:
@joshsternberg
@ronan_shields
@adweek
@sarajerde
@gu881n5
@washingtonpost
@chronotope
@thetradedesk
@unrulyco
@triplelifthq

Top Mentioned in G9:
@adweek
@adage
@businessinsider
@socialmedia2day
@thedrum
@mediapost
@digiday
@sbonsocialmedia
@fortunemagazine
@joelgarfinkle

Top Mentioned in G10:
@adweek
@deutschinc
@valdifebo
@awbrandshare
@nyinterconnect
@storyful
@seamless
@videoadbureau
@getfreshly
@merkleypartners

Top Tweeters
Top Tweeters in Entire Graph:
@the_news_diva
@marshawright
@digestwordpress
@tacobell
@law1gloria
@chidambara09
@ecointernetdrgb
@pops131
@businessinsider
@1loriking

Top Tweeters in G1:
@the_news_diva
@ecointernetdrgb
@pops131
@intellegojobs
@uohanalilly
@newstermer
@nicochan33
@carlesdijous
@infopronetwork
@kane007

Top Tweeters in G2:
@1loriking
@geoff_deweaver
@mcdonalds
@rpautobase
@trippbraden
@britishvogue
@mediaredef
@wubsnet
@johnlusher
@twilli2861

Top Tweeters in G3:
@copyofone
@fleejack
@polopiffington
@iamlaurenp
@itsjustruff
@iamcjhart
@markusnieminen
@arthurbarbato
@mrpec_tacular
@kaylanayy

Top Tweeters in G4:
@kazeshore
@extraetoflimes
@maity522megane
@mayuran716
@mokekekeeeeeeee
@murisugirurapi
@eny318
@futagonochichi
@ciccicci
@papitamakoke

Top Tweeters in G5:
@tampagirl19655
@88nae88
@codishaa
@bennettdbennett
@samimain
@pablolarah
@galancantu
@shaunareporter
@lunadegenesis
@caelaariel

Top Tweeters in G6:
@sasha031
@lisaetter1
@edmgail1944
@swtwrwfwrw
@bretbaier
@jillbernadette3
@joemhhi
@vailrunner
@wadewire
@hkirsh1

Top Tweeters in G7:
@rolandsmartin
@amsmadwoman
@cnn
@tracytran
@uninoticias
@tonyphyrillas
@msnbc
@merrillbarr
@abcworldnews
@erichaywood

Top Tweeters in G8:
@washingtonpost
@santchiweb
@chronotope
@joshsternberg
@revkin
@pacoschroeder
@albinsonl
@gu881n5
@dosomething
@unrulyco

Top Tweeters in G9:
@businessinsider
@jeffbullas
@mashable
@inc
@fastcompany
@forbes
@mediapost
@fortunemagazine
@thedrum
@socialmedia2day

Top Tweeters in G10:
@nycknp
@ny1
@seamless
@matthewgellert
@patkiernan
@ericka4_dummies
@unicefusa
@spotify
@storyful
@giancasotoo


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