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adweek_2021-02-20_10-22-25.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 21, 2021
Short Description:
adweek via NodeXL https://bit.ly/2MfHupG
@adweek
@minjinlee11
@toda
@marshawright
@cnn
@griner
@sudeepkhatri
@theirturn
@scottnover
@tvnewser

Top hashtags:
#marketing
#advertising
#socialmedia
#influencermarketing
#analytics
#googleads
#takebackyourlife
#pr

Description:
Description
The graph represents a network of 4,962 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 Saturday, 20 February 2021 at 18:38 UTC.

The requested start date was Friday, 19 February 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 7-day, 21-hour, 18-minute period from Thursday, 11 February 2021 at 03:41 UTC to Friday, 19 February 2021 at 01:00 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 : 4962
Unique Edges : 4279
Edges With Duplicates : 10034
Total Edges : 14313
Number of Edge Types : 5
Mentions : 2655
Retweet : 3254
MentionsInRetweet : 4851
Replies to : 683
Tweet : 2870
Self-Loops : 2893
Reciprocated Vertex Pair Ratio : 0.0345340875260494
Reciprocated Edge Ratio : 0.0667625899280576
Connected Components : 738
Single-Vertex Connected Components : 571
Maximum Vertices in a Connected Component : 3882
Maximum Edges in a Connected Component : 11999
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.185651
Graph Density : 0.000282331163323825
Modularity : 0.391844
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,962 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 Saturday, 20 February 2021 at 18:38 UTC.

The requested start date was Friday, 19 February 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 7-day, 21-hour, 18-minute period from Thursday, 11 February 2021 at 03:41 UTC to Friday, 19 February 2021 at 01:00 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:
[81] https://www.adweek.com/brand-marketing/with-these-striking-ads-mcdonalds-again-proves-it-doesnt-even-have-to-say-its-name/
[77] https://www.adweek.com/creativity/this-relatable-kit-kat-ad-while-unofficial-is-a-master-class-in-the-power-of-simplicity/
[74] https://www.adweek.com/brand-marketing/today-i-am-terrified-ive-had-enough-and-asian-americans-are-screaming-at-backs-turned-to-us/
[49] https://www.adweek.com/media/my-social-media-career-is-not-a-side-hustle/
[29] https://www.adweek.com/media/after-growing-commerce-sales-by-67-last-year-buzzfeed-eyes-a-digital-shopping-mall/
[27] https://www.adweek.com/convergent-tv/disney-rockets-toward-100-million-subscribers-after-just-14-months/
[24] https://www.adweek.com/agencies/a-new-rallying-cry-set-the-perfect-tone-for-us-media-agency-of-the-year-wavemaker-in-2020/
[24] https://www.adweek.com/convergent-tv/new-hallmark-channel-chief-touts-diversity-focus/
[22] https://www.adweek.com/brand-marketing/cannabis-product-tie-in-with-kristen-wiigs-trippy-new-comedy-highlights-a-growing-trend/
[22] https://www.adweek.com/brand-marketing/jeep-removes-springsteen-super-bowl-spot-from-youtube/

Top URLs in Tweet in G1:
[16] https://www.adweek.com/media/my-social-media-career-is-not-a-side-hustle/
[15] https://www.adweek.com/brand-marketing/ryan-reynolds-maximum-effort-made-ads-for-and-now-partially-owns-a-booming-keto-cookie-brand/
[12] https://www.adweek.com/creativity/this-relatable-kit-kat-ad-while-unofficial-is-a-master-class-in-the-power-of-simplicity/
[10] https://www.adweek.com/creativity/the-10-best-super-bowl-ads-of-2021/
[9] https://www.adweek.com/brand-marketing/aunt-jemima-is-now-officially-the-pearl-milling-company/
[9] https://www.adweek.com/agencies/independent-agencies-are-reconfiguring-how-the-future-of-the-industry-looks/
[8] https://www.adweek.com/media/was-jeep-so-infatuated-it-disregarded-vetting-bruce-springsteen/
[8] https://www.adweek.com/convergent-tv/disney-rockets-toward-100-million-subscribers-after-just-14-months/
[8] https://www.adweek.com/brand-marketing/today-i-am-terrified-ive-had-enough-and-asian-americans-are-screaming-at-backs-turned-to-us/
[7] https://www.adweek.com/agencies/fiverr-acquires-creative-talent-site-working-not-working/

Top URLs in Tweet in G2:
[2] https://www.adweek.com/brand-marketing/today-i-am-terrified-ive-had-enough-and-asian-americans-are-screaming-at-backs-turned-to-us/
[1] https://twitter.com/i/web/status/1361767969148317700

Top URLs in Tweet in G3:
[33] https://www.adweek.com/creativity/this-relatable-kit-kat-ad-while-unofficial-is-a-master-class-in-the-power-of-simplicity/
[20] https://www.adweek.com/media/my-social-media-career-is-not-a-side-hustle/
[17] https://www.adweek.com/brand-marketing/today-i-am-terrified-ive-had-enough-and-asian-americans-are-screaming-at-backs-turned-to-us/
[11] https://www.adweek.com/brand-marketing/with-these-striking-ads-mcdonalds-again-proves-it-doesnt-even-have-to-say-its-name/
[9] https://www.adweek.com/media/tiktok-to-livestream-full-length-justin-bieber-concert-on-valentines-day/
[9] https://www.adweek.com/brand-marketing/cannabis-product-tie-in-with-kristen-wiigs-trippy-new-comedy-highlights-a-growing-trend/
[9] https://www.adweek.com/agencies/a-new-rallying-cry-set-the-perfect-tone-for-us-media-agency-of-the-year-wavemaker-in-2020/
[8] https://www.adweek.com/brand-marketing/jeep-removes-springsteen-super-bowl-spot-from-youtube/
[8] https://twitter.com/adweek/status/1361752373698449412
[7] https://www.adweek.com/convergent-tv/disney-rockets-toward-100-million-subscribers-after-just-14-months/

Top URLs in Tweet in G4:
[23] https://www.adweek.com/creativity/this-relatable-kit-kat-ad-while-unofficial-is-a-master-class-in-the-power-of-simplicity/
[5] https://www.adweek.com/brand-marketing/with-these-striking-ads-mcdonalds-again-proves-it-doesnt-even-have-to-say-its-name/
[5] https://www.adweek.com/brand-marketing/popeyes-mardi-gras-celebration-pandemic/
[5] https://www.adweek.com/brand-marketing/today-i-am-terrified-ive-had-enough-and-asian-americans-are-screaming-at-backs-turned-to-us/
[5] https://twitter.com/adweek/status/1361752373698449412
[5] https://www.adweek.com/media/my-social-media-career-is-not-a-side-hustle/
[4] https://www.adweek.com/agencies/mikes-hard-lemonade-dug-up-unreleased-footage-of-the-texas-cat-lawyer/
[4] https://www.adweek.com/convergent-tv/disney-rockets-toward-100-million-subscribers-after-just-14-months/
[4] https://twitter.com/adweek/status/1362467222334095363
[3] https://twitter.com/adweek/status/1360608444173139969

Top URLs in Tweet in G5:
[27] https://www.adweek.com/brand-marketing/today-i-am-terrified-ive-had-enough-and-asian-americans-are-screaming-at-backs-turned-to-us/
[8] https://twitter.com/adweek/status/1360608444173139969
[3] https://www.adweek.com/agencies/proto-consultancy-former-rga-leaders-innovation/
[2] https://twitter.com/toda/status/1360630646419251205
[2] https://prajapatinarendra9182.blogspot.com/2021/01/blog-post_29.html?m=1
[1] https://twitter.com/i/web/status/1360471407663017984
[1] https://www.strangeloopcanon.com/p/why-do-big-businesses-seemingly-suck
[1] http://adweek.us/iYLGwXbk
[1] http://adweek.us/QHHNumCo
[1] http://adweek.us/BpR588ao

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1360309665020719105
[1] https://www.adweek.com/brand-marketing/today-i-am-terrified-ive-had-enough-and-asian-americans-are-screaming-at-backs-turned-to-us/
[1] https://twitter.com/i/web/status/1361767731842973699
[1] https://twitter.com/i/web/status/1361758439765082115
[1] https://twitter.com/i/web/status/1361747556531802112
[1] https://twitter.com/i/web/status/1361762954824278016
[1] https://twitter.com/i/web/status/1361766495731261441
[1] https://twitter.com/i/web/status/1361932826375909377
[1] https://twitter.com/i/web/status/1361885396049817601
[1] https://twitter.com/i/web/status/1361846090513805312

Top URLs in Tweet in G7:
[43] https://www.adweek.com/brand-marketing/with-these-striking-ads-mcdonalds-again-proves-it-doesnt-even-have-to-say-its-name/
[5] https://www.adweek.com/performance-marketing/study-6-consumer-habits-that-will-boost-ooh-impact-in-2021/
[2] https://www.adweek.com/creativity/heres-the-story-behind-mcdonalds-aesthetically-minimal-global-packaging-redesign/
[2] https://www.adweek.com/convergent-tv/youtube-originals-chief-doesnt-regret-letting-cobra-kai-leave-for-netflix/
[1] https://strategyonline.ca/2018/06/19/cannes-2018-and-the-outdoor-grand-prix-goes-to/
[1] https://www.adweek.com/creativity/heres-the-story-behind-mcdonalds-aesthetically-minimal-global-packaging-redesign/?utm_content=lead&utm_source=postup&utm_medium=email&utm_campaign=FirstThingsFirst_Newsletter_210218054612&lyt_id=207550
[1] https://www.adweek.com/creativity/heres-the-story-behind-mcdonalds-aesthetically-minimal-global-packaging-redesign/?utm_content=lead&utm_source=postup&utm_medium=email&utm_campaign=FirstThingsFirst_Newsletter_210218054608&recip_id=107588&lyt_id=107588
[1] https://www.adweek.com/brand-marketing/with-these-striking-ads-mcdonalds-again-proves-it-doesnt-even-have-to-say-its-name/?utm_content=lead&utm_source=postup&utm_medium=email&utm_campaign=FirstThingsFirst_Newsletter_210218054626&lyt_id=1341158
[1] https://www.adweek.com/creativity/this-relatable-kit-kat-ad-while-unofficial-is-a-master-class-in-the-power-of-simplicity/
[1] https://twitter.com/i/web/status/1359933334730776576

Top URLs in Tweet in G8:
[2] https://www.adweek.com/tvnewser/friday-feb-12-scoreboard-rachel-maddow-remains-most-watched-host-on-cable-news/471299/
[2] https://www.forbes.com/sites/stephanieburns/2020/11/09/how-the-most-creative-brands-use-live-streaming-video-to-their-advantage/?ref=quuu
[1] https://www.adweek.com/media/oh-what-a-feeling-for-toyota-in-hootsuites-analysis-of-super-bowl-ads-sentiment/
[1] https://www.adweek.com/tvnewser/tuesday-feb-16-scoreboard-cnn-town-hall-featuring-president-biden-draws-3-5-million-viewers/471534/
[1] https://www.adweek.com/tvnewser/wednesday-feb-10-scoreboard-msnbc-is-most-watched-throughout-the-day-cnn-wins-adults-25-54/470968/
[1] http://www.showbuzzdaily.com/
[1] http://www.adweek.com/tvnewser/
[1] https://twitter.com/i/web/status/1361727120075083777
[1] https://www.adweek.com/inside-the-brand/how-googles-head-of-brand-accessibility-drives-change-for-the-disabled-community-by-showing-up/
[1] https://industrywest.com/

Top URLs in Tweet in G9:
[3] https://www.adweek.com/agencyspy/agencyspy-revolving-door-and-valentines-day-roundup-aw-digitas-the-dodo-wpp-and-more/170597/
[2] https://twitter.com/Adweek/status/1361118528791740418
[2] https://www.bizcommunity.com/Article/196/11/213183.html
[2] https://www.adweek.com/agencies/a-new-rallying-cry-set-the-perfect-tone-for-us-media-agency-of-the-year-wavemaker-in-2020/
[1] https://twitter.com/i/web/status/1361342118447448067
[1] https://twitter.com/i/web/status/1361307732020715520
[1] https://twitter.com/i/web/status/1361257598331342848
[1] https://twitter.com/i/web/status/1361603762603843590
[1] https://twitter.com/MediaComGlobal/status/1361257598331342848
[1] https://www.adweek.com/agencies/mdc-partners-hires-chief-media-officer/

Top URLs in Tweet in G10:
[2] https://support.peta.org/page/8710/action/1?utm_source=PETA::E-Mail&utm_medium=Alert&utm_campaign=0221::skn::PETA::E-Mail::Ad
[2] Agency
[2] Welcomes
[2] Money
[2] from
[2] Animal
[2] Exploiters::::aa
[2] em&ea.url.id=756430
[2] https://www.govinfo.gov/content/pkg/CHRG-115shrg28123/pdf/CHRG-115shrg28123.pdf
[2] https://www.adweek.com/performance-marketing/lawmakers-come-short-data-broker-probe-145092//

Top Domains
Top Domains in Tweet in Entire Graph:
[3268] adweek.com
[678] twitter.com
[146] linkedin.com
[103] adweek.us
[19] dlvr.it
[18] ampproject.org
[12] google.com
[11] smh.re
[11] twinybots.ch
[10] webcasts.com

Top Domains in Tweet in G1:
[495] adweek.com
[152] twitter.com
[6] dy.si
[2] welovead.com
[2] ampproject.org
[2] yahoo.com
[2] app.com
[1] zoom.us
[1] adweekmediaallstars.com
[1] adweek.it

Top Domains in Tweet in G2:
[2] adweek.com
[1] twitter.com

Top Domains in Tweet in G3:
[883] adweek.com
[200] twitter.com
[137] linkedin.com
[37] adweek.us
[19] dlvr.it
[11] smh.re
[10] ampproject.org
[7] twinybots.ch
[6] google.com
[5] apple.news

Top Domains in Tweet in G4:
[170] adweek.com
[119] twitter.com
[22] adweek.us
[5] webcasts.com
[4] ampproject.org
[2] zoom.us
[2] linkedin.com
[1] tiktok.com
[1] okt.to
[1] youtube.com

Top Domains in Tweet in G5:
[32] adweek.com
[28] twitter.com
[23] adweek.us
[3] linkedin.com
[2] blogspot.com
[1] strangeloopcanon.com

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

Top Domains in Tweet in G7:
[60] adweek.com
[7] twitter.com
[1] strategyonline.ca

Top Domains in Tweet in G8:
[11] adweek.com
[3] forbes.com
[1] showbuzzdaily.com
[1] twitter.com
[1] industrywest.com

Top Domains in Tweet in G9:
[23] twitter.com
[14] adweek.com
[2] bizcommunity.com
[1] webcasts.com
[1] suzy.com
[1] salestechstar.com

Top Domains in Tweet in G10:
[4] adweek.com
[4] twitter.com
[3] adfilmtv.org
[2] peta.org
[2] govinfo.gov
[2] troygroup.com
[1] google.com
[1] forbes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[325] marketing
[242] advertising
[202] socialmedia
[145] influencermarketing
[120] analytics
[119] googleads
[119] takebackyourlife
[116] pr
[115] facebookads
[69] adweekchat



Top Hashtags in Tweet in G1:
[28] challengerbrands
[27] superbowl
[23] adweekdei
[23] adweekchat
[16] marketing
[11] outlook2021
[10] valentinesday
[7] blackhistorymonth
[7] advertising
[6] bhm

Top Hashtags in Tweet in G3:
[116] pr
[50] marketing
[45] pacdigitalsigns
[29] socialmedia
[27] media
[23] brand
[18] creativity
[16] advertising
[10] brandmarketing
[10] contentmarketing

Top Hashtags in Tweet in G4:
[40] adweekchat
[22] webinar
[9] mardigras2021
[9] marketing
[7] martech
[7] asianamerican
[6] cmomoves
[6] cmo
[6] popeyes
[6] register

Top Hashtags in Tweet in G5:
[9] innovation
[4] stopaapihate
[3] asianamericans
[2] stopasianhate
[2] asianamerican
[1] aapi
[1] stopthehate
[1] antiracism
[1] silenceisntanoption
[1] enoughisenough

Top Hashtags in Tweet in G6:
[28] nationalroastday
[1] adweekchat

Top Hashtags in Tweet in G7:
[13] ooh
[3] advertising
[2] mktthompson
[2] marketing
[2] advertisingnews
[1] susannedaniels
[1] cobrakai
[1] cobrakaineverdies
[1] youtube
[1] netflix

Top Hashtags in Tweet in G8:
[8] marketing
[3] popchat
[2] marketingtwitter
[2] entrepreneur
[2] businessstrategy
[1] snowmageddon2021
[1] pancakeday
[1] covid19
[1] wednesdaythought
[1] ecommerce

Top Hashtags in Tweet in G9:
[1] winning
[1] growfearless
[1] seethebiggerpicture
[1] adweek
[1] socialmedia
[1] tech
[1] technology
[1] marketing
[1] aoy
[1] clientlove

Top Hashtags in Tweet in G10:
[2] advertisingcampaign
[2] motoriousdriverslicense
[1] soul
[1] funk
[1] beatles
[1] bulldog
[1] soulfood
[1] canadagoose
[1] wsj
[1] branding

Top Words
Top Words in Tweet in Entire Graph:
[2392] adweek
[1516] year
[1031] asian
[912] hate
[910] htt
[904] york
[902] city
[902] past
[899] crimes
[891] anti

Top Words in Tweet in G1:
[1054] adweek
[211] media
[177] social
[122] recently
[119] nicoletabak
[117] published
[104] more
[104] 2021
[95] ad
[91] brand

Top Words in Tweet in G2:
[849] surge
[849] staggering
[849] 1900
[849] increase
[849] anti
[849] asian
[849] hate
[849] crimes
[849] york
[849] city

Top Words in Tweet in G3:
[124] adweek
[116] #pr
[92] media
[90] black
[77] ad
[77] year
[69] brands
[61] social
[61] good
[59] marketing

Top Words in Tweet in G4:
[553] adweek
[194] clever
[176] ad
[148] kitkat
[114] kit
[114] kat
[110] play
[108] famous
[88] break
[87] relatable

Top Words in Tweet in G5:
[304] toda
[205] community
[205] year
[203] industry
[193] see
[193] aapi
[192] marketing
[191] friends
[190] back
[189] disappointing

Top Words in Tweet in G6:
[88] adweek
[42] juliangumbo
[38] pokemon
[38] wendys
[29] roast
[29] need
[28] feature
[28] day
[28] pay
[28] placement

Top Words in Tweet in G7:
[86] adweek
[38] mcdonalds
[36] mcdonalds'
[35] leoburnett
[34] ad
[29] outdoor
[28] continues
[28] ads
[27] design
[27] game

Top Words in Tweet in G8:
[32] adweek
[27] last
[25] cnn
[25] news
[19] forbes
[17] tv
[16] ratings
[15] viewers
[14] wsj
[14] feb

Top Words in Tweet in G9:
[70] adweek
[60] year
[60] media
[49] mediacomglobal
[48] agency
[40] global
[39] wavemakerus
[28] named
[25] adweek's
[19] congratulations

Top Words in Tweet in G10:
[38] ad
[37] droga5
[36] canadagoose
[36] ads
[35] david
[35] droga
[35] agency
[35] fur
[35] coats
[35] produce

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[899] hate,crimes
[886] anti,asian
[886] asian,hate
[886] past,year
[882] increase,anti
[881] crimes,york
[881] york,city
[881] city,past
[878] 1900,increase
[873] surge,staggering

Top Word Pairs in Tweet in G1:
[152] social,media
[115] adweek,recently
[71] media,managers
[70] published,adweek
[70] certain,forbes
[69] uhm,published
[69] recently,certain
[69] forbes,piece
[69] piece,gained
[69] gained,attention

Top Word Pairs in Tweet in G2:
[849] surge,staggering
[849] staggering,1900
[849] 1900,increase
[849] increase,anti
[849] anti,asian
[849] asian,hate
[849] hate,crimes
[849] crimes,york
[849] york,city
[849] city,past

Top Word Pairs in Tweet in G3:
[42] good,read
[41] read,adweek
[40] profiles,black
[40] black,creativity
[36] social,media
[36] super,bowl
[31] media,agency
[27] agency,year
[23] kit,kat
[20] valentine,day

Top Word Pairs in Tweet in G4:
[114] kit,kat
[85] ad,kitkat
[85] famous,slogan
[85] slogan,break
[85] break,kit
[84] clever,ad
[83] adweek,clever
[83] kitkat,clever
[83] clever,relatable
[83] relatable,play

Top Word Pairs in Tweet in G5:
[192] aapi,community
[189] disappointing,see
[189] see,friends
[189] friends,marketing
[189] marketing,industry
[189] industry,large
[189] large,turn
[189] turn,back
[189] back,aapi
[189] community,year

Top Word Pairs in Tweet in G6:
[41] juliangumbo,adweek
[38] adweek,pokemon
[32] wendys,adweek
[28] adweek,feature
[28] feature,roast
[28] roast,day
[28] day,need
[28] need,pay
[28] pay,placement
[28] placement,#nationalroastday

Top Word Pairs in Tweet in G7:
[27] adweek,mcdonalds'
[27] mcdonalds',design
[27] design,game
[27] game,continues
[27] continues,impress
[27] impress,trio
[27] trio,outdoor
[27] outdoor,ads
[27] ads,leoburnett
[27] leoburnett,london

Top Word Pairs in Tweet in G8:
[14] tv,ratings
[13] last,place
[12] watched,total
[12] total,viewers
[12] fox,news
[12] 25,54
[12] last,week
[11] tvnewshq,tv
[11] viewers,maddow
[11] maddow,msnbc

Top Word Pairs in Tweet in G9:
[47] media,agency
[41] agency,year
[24] global,media
[20] adweek,global
[19] named,adweek
[14] adweek's,media
[11] adweek's,global
[11] absolutely,delighted
[11] delighted,named
[11] year,celebrate

Top Word Pairs in Tweet in G10:
[35] david,droga
[35] droga,droga5
[35] droga5,ad
[35] ad,agency
[35] agency,canadagoose
[35] canadagoose,fur
[35] fur,coats
[35] coats,produce
[35] produce,honest
[35] honest,ads

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@nicoletabak
@toda
@juliangumbo
@nadinedietz
@griner
@wendys
@atnickmartin
@mattstasoff
@monkwatson

Top Replied-To in G1:
@adweek
@nicoletabak
@mattstasoff
@dangoldgeier
@vincenzolandino
@monkwatson
@rebecoy
@stroznuts
@sniffydogs
@wendys

Top Replied-To in G4:
@adweek
@nadinedietz
@griner
@nicoletabak
@yoitsro
@juliangumbo
@wendys
@nicolelelacheur
@daniellestein1
@minjae

Top Replied-To in G5:
@toda
@minjinlee11
@laarnid1
@rachelmercer
@koimtv
@ezra
@web
@brynatweets
@ad_recruiter
@laurakeikotang

Top Replied-To in G6:
@juliangumbo
@adweek
@wendys
@steinekin
@alexismrogers
@akhil_anumolu
@jordanataylor
@consultswordpen
@nicoletabak
@akhmourne

Top Replied-To in G7:
@adweek
@doritosyndrome
@juliangumbo
@saimah_h

Top Replied-To in G8:
@atnickmartin
@adweek
@nicoletabak
@heykatylee
@abdurahimsaid
@brianne2k
@jetteanni
@teamjohnh
@yesitsmeck
@karencoyle12

Top Replied-To in G9:
@ivopur
@adweek
@essenceglobal
@laurentezekiel
@wavemakerus
@marek_baco
@agencypmg
@wavemakerglobal
@tiktok_us

Top Replied-To in G10:
@nbcgoodgirls
@litebox_info
@theirturn
@murraymatt

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@minjinlee11
@toda
@kitkat
@marshawright
@nicoletabak
@mcdonalds
@oneminutebriefs
@griner
@mediacomglobal

Top Mentioned in G1:
@adweek
@nicoletabak
@vancityreynolds
@hootsuite
@awbrandshare
@dereklwalker
@burgerking
@wavemakerus
@sxsw
@klundster

Top Mentioned in G2:
@minjinlee11
@adweek
@toda

Top Mentioned in G3:
@cloudatalytics
@zackwgreenfield
@convergetoday
@retailwire

Top Mentioned in G4:
@adweek
@kitkat
@oneminutebriefs
@griner
@fer_machado123
@toda
@popeyeschicken
@samhennig
@chancetherapper
@nadinedietz

Top Mentioned in G5:
@toda
@adweek
@minjinlee11
@weare_proto
@koimtv
@saneel
@flytip
@jaronterry
@afscomm
@prsadiversity

Top Mentioned in G6:
@adweek
@pokemon
@wendys
@juliangumbo
@unrealengine
@xbox
@delta
@target
@thatbshar
@harrymack

Top Mentioned in G7:
@mcdonalds
@adweek
@leoburnett
@pearlfisherlive
@youroaaa
@harrispoll
@placeexchange
@netflix
@ccoutdoorna
@pokemon

Top Mentioned in G8:
@adweek
@cnn
@forbes
@wsj
@maddow
@tvnewshq
@msnbc
@tuckercarlson
@thevaluesvoter
@adage

Top Mentioned in G9:
@adweek
@mediacomglobal
@wavemakerus
@agencypmg
@groupmworldwide
@agencyspy
@laurentezekiel
@tiktok_us
@asksuzybiz
@wbtdp

Top Mentioned in G10:
@droga5
@canadagoose
@theirturn
@adweek
@adage
@ddroga
@peta
@geahk_burchill
@agski48
@gma

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@robinsnewswire
@chidambara09
@lt38
@delta
@britpoptarts
@evankirstel
@aepishere
@angelajeong
@gojira007x

Top Tweeters in G1:
@lt38
@sudeepkhatri
@sidecastrpicks
@kimvie
@tmobile
@ssxman2
@annwalthour
@dcabloob
@sfdirewolf
@techjunkiejh

Top Tweeters in G2:
@angelajeong
@kenkircher1
@n7irl
@amyayers16
@cnbsnana
@bombsbybangtan
@bunnymintt
@briasoboojie
@nerdy_3000
@zhzm2449coke

Top Tweeters in G3:
@robinsnewswire
@robinsportsnews
@chronlaw
@jchapman1729
@uohanalilly
@pfanderson
@jimmyroybloom
@dian5
@shehzadyounis
@donthatebehated

Top Tweeters in G4:
@gojira007x
@walmart
@pizzahut
@ansisegle
@yagbebi
@forumeditor
@transcend_viii
@gadiooumoul
@iamjwil
@cindygallop

Top Tweeters in G5:
@aepishere
@lizditz
@bot_innovation
@thatmags
@yongkim62961403
@dihuang
@nrodovsky
@finneyeric
@jaytheresao
@obession1234

Top Tweeters in G6:
@delta
@chipotletweets
@monster
@xbox
@honda
@wendys
@jenvargas
@wildeyeq
@steinekin
@rei

Top Tweeters in G7:
@mcdonalds
@ami_tvdfan
@travelleisure
@powercutmusic
@wawam
@terpalingodahhh
@thebabatee
@bellita
@kbrewfl
@sprinklr

Top Tweeters in G8:
@business
@real_stephanie
@thr
@nytimes
@dorvaltony
@cnn
@wsj
@inc
@forbes
@msnbc

Top Tweeters in G9:
@zimrirosas
@etooo254
@tiktok_us
@djgeoffe
@misskatusya
@bizcommunity
@biz_marketing
@unhatched
@ralphehanson
@anthonyonesto

Top Tweeters in G10:
@peta
@usatoday
@agski48
@nordstjarna
@gma
@schuttebeate
@kungbore_15
@todayshow
@adage
@curtisschin


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