adweek, Twitter, 8/14/2019 10:07:47 AM, 206738


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adweek_2019-08-14_02-31-25.xlsx
adweek_2019-08-14_02-31-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2019
Short Description:
adweek via NodeXL http://bit.ly/2YO5TaQ
@adweek
@motorious_tv
@kiruti
@maxmius
@adfreak
@jaricadavis
@tvnewshq
@maddow
@griner
@cnn

Top hashtags:
#marketing
#advertising
#icacoin
#digitaladchallenge
#digitalmarketing
#socialmedia
#adweek
#brand
#influencermarketing

Description:
Description
The graph represents a network of 4,082 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 Wednesday, 14 August 2019 at 09:32 UTC.

The requested start date was Wednesday, 14 August 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 5-day, 5-hour, 48-minute period from Thursday, 08 August 2019 at 18:10 UTC to Tuesday, 13 August 2019 at 23:58 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 : 4082
Unique Edges : 4727
Edges With Duplicates : 3268
Total Edges : 7995
Number of Edge Types : 3
Mentions : 5337
Tweet : 2205
Replies to : 453
Self-Loops : 2205
Reciprocated Vertex Pair Ratio : 0.0195893320745811
Reciprocated Edge Ratio : 0.0384259259259259
Connected Components : 1063
Single-Vertex Connected Components : 837
Maximum Vertices in a Connected Component : 2416
Maximum Edges in a Connected Component : 5493
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.838721
Graph Density : 0.000259324859733464
Modularity : 0.517139
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[203] https://twitter.com/Adweek/status/1124081709014712321
[137] http://www.adweek.com/?p=1070783
[88] https://twitter.com/Adweek/status/1159071846454706176
[83] https://twitter.com/adweek/status/1159071846454706176
[65] https://www.adweek.com/brand-marketing/we-spent-a-night-at-the-taco-bell-hotel-where-everything-is-supremely-on-brand/
[62] https://www.adweek.com/creativity/ed-sheeran-got-a-heinz-tattoo-so-heinz-gave-its-ketchup-bottle-ed-sheeran-tattoos/
[46] https://www.adweek.com/digital/how-privacy-is-moving-away-from-being-optional-for-brands/
[36] https://www.adweek.com/digital/verizon-to-sell-tumblr-to-wordpress-parent-company/
[34] https://www.adweek.com/digital/hearst-magazines-will-target-you-in-print-based-on-what-you-read-online/
[34] https://www.adweek.com/brand-marketing/how-marketers-can-create-more-comprehensively-inclusive-strategies/

Top URLs in Tweet in G1:
[30] https://www.adweek.com/brand-marketing/we-spent-a-night-at-the-taco-bell-hotel-where-everything-is-supremely-on-brand/
[26] https://twitter.com/adweek/status/1159071846454706176
[25] https://twitter.com/Adweek/status/1159071846454706176
[21] https://www.adweek.com/creativity/ed-sheeran-got-a-heinz-tattoo-so-heinz-gave-its-ketchup-bottle-ed-sheeran-tattoos/
[14] https://www.adweek.com/creativity/this-fake-ikea-manual-explains-the-aap-rocky-case-so-even-donald-trump-can-understand-it/
[13] http://www.adweek.com/?p=1070483
[13] https://www.adweek.com/brand-marketing/how-marketers-can-create-more-comprehensively-inclusive-strategies/
[12] https://www.adweek.com/brand-marketing/canadas-charming-psas-about-getting-barely-high-wont-judge-you-just-dont-drive/
[12] https://www.adweek.com/agencies/raices-accuses-ogilvy-of-false-solidarity-on-an-epic-scale-and-asks-agency-to-drop-cbp/
[12] https://www.adweek.com/brand-marketing/betty-white-lends-her-voice-and-facial-expressions-to-smokey-bear-for-mascots-75th-birthday/

Top URLs in Tweet in G2:
[26] https://www.adweek.com/creativity/ed-sheeran-got-a-heinz-tattoo-so-heinz-gave-its-ketchup-bottle-ed-sheeran-tattoos/
[17] https://www.adweek.com/brand-marketing/wont-quit-for-yourself-this-heartbreaking-psa-warns-smokers-of-the-toll-on-their-pets/
[16] https://www.adweek.com/agencies/canadian-eatery-puts-tiny-chairs-around-the-little-table-that-comes-inside-pizza-boxes/
[15] https://www.adweek.com/digital/will-facebooks-rebranding-of-instagram-and-whatsapp-boost-its-rep-or-hurt-theirs/
[15] https://www.adweek.com/digital/verizon-to-sell-tumblr-to-wordpress-parent-company/
[14] https://www.adweek.com/digital/connected-tv-could-be-key-to-swaying-younger-voters/
[14] https://www.adweek.com/digital/how-privacy-is-moving-away-from-being-optional-for-brands/
[11] https://www.adweek.com/digital/qa-qualcomm-cmo-says-5gs-potential-is-not-well-understood-among-business-leaders/
[11] https://www.adweek.com/tv-video/this-tv-network-built-a-massive-50-million-studio-mostly-to-take-on-netflix/
[11] https://www.adweek.com/brand-marketing/how-marketers-can-create-more-comprehensively-inclusive-strategies/

Top URLs in Tweet in G3:
[11] https://www.adweek.com/brand-marketing/syndicate-helps-ha-34787/
[9] https://www.adweek.com/inside-the-brand/women-trailblazers/intuits-cmo-on-how-grit-and-resilience-shaped-her-career/
[3] https://www.adweek.com/events-and-awards/brandweek2019/?utm_source=tw&utm_medium=organic&utm_campaign=brandweek&utm_content=regular_NadineDietz
[3] https://twitter.com/adweek/status/1160989590167203840
[3] https://m.facebook.com/motorioustv-2419389351625478/?tsid=0.9288134925863919&source=result
[3] https://patents.justia.com/patent/20020169882
[2] https://www.adweek.com/digital/when-theres-a-lunchroom-meme-about-brands-everyone-wants-a-seat-at-the-table/
[2] https://www.adweek.com/brand-marketing/wont-quit-for-yourself-this-heartbreaking-psa-warns-smokers-of-the-toll-on-their-pets/
[2] https://uk.kantar.com/podcast/2019/future-proof-what-makes-a-game-changing-cmo-with-nadine-dietz-adweek/
[2] https://www.adweek.com/agencies/making-horizontal-career-moves-can-help-you-grow-faster/#.XU0SNfmOK5M.twitter

Top URLs in Tweet in G4:
[195] https://twitter.com/Adweek/status/1124081709014712321
[1] https://www.adweek.com/tv-video/abc-orders-second-black-ish-spinoff-mixed-ish/

Top URLs in Tweet in G5:
[8] http://www.adweek.com/
[6] https://www.adweek.com/agencies/raices-accuses-ogilvy-of-false-solidarity-on-an-epic-scale-and-asks-agency-to-drop-cbp/
[4] https://www-adweek-com.cdn.ampproject.org/c/s/www.adweek.com/agencies/raices-accuses-ogilvy-of-false-solidarity-on-an-epic-scale-and-asks-agency-to-drop-cbp/amp/
[3] https://www.adweek.com/brand-marketing/how-to-create-successful-and-meaningful-experiential-marketing-events-according-to-eventbrite-and-giant-spoon/
[3] https://twitter.com/Adweek/status/1160997044569432066
[3] https://www.adweek.com/brand-marketing/betty-white-lends-her-voice-and-facial-expressions-to-smokey-bear-for-mascots-75th-birthday/
[3] https://www.adweek.com/digital/tiktok-heres-how-to-add-stickers-to-a-video/
[3] https://www.adweek.com/tv-video/here-are-7-ways-networks-said-they-were-superior-to-netflix-at-tca-summer-press-tour/
[3] https://www.adweek.com/tv-video/lying-face-facts-trump-did-decade-celebrity-apprentice-ratings-175694/
[2] https://www.adweek.com/tvnewser/cnn-is-subscribing-to-nielsens-out-of-home-ratings-measurement-service/336396/

Top URLs in Tweet in G6:
[1] https://www.adweek.com/programmatic/qa-googles-chetna-bindra-on-the-importance-of-transparency-in-digital-advertising/

Top URLs in Tweet in G7:
[127] http://www.adweek.com/?p=1070783
[2] http://www.adweek.com/?p=1066316
[1] http://www.adweek.com/creativity/xbox-gave-a-youtube-star-the-unboxing-of-a-lifetime-for-forza-horizon-4/
[1] http://www.adweek.com/?p=1070560
[1] https://www.adweek.com/agencies/betty-white-lends-her-voice-and-facial-expressions-to-smokey-bear-for-mascots-75th-birthday/
[1] https://www.adweek.com/brand-marketing/how-marketers-can-create-more-comprehensively-inclusive-strategies/
[1] https://twitter.com/adweek/status/1159071846454706176

Top URLs in Tweet in G8:
[10] https://twitter.com/Adweek/status/1159071846454706176
[4] https://twitter.com/adweek/status/1159071846454706176
[3] https://www.adweek.com/agencies/fcb-hires-andres-ordonez-of-energy-bbdo-to-lead-creative-team-in-chicago/
[2] https://www.adweek.com/digital/when-theres-a-lunchroom-meme-about-brands-everyone-wants-a-seat-at-the-table/
[2] https://www.adweek.com/agencies/barton-f-grafs-closing-has-wider-implications-for-the-industry/
[1] https://twitter.com/i/web/status/1159486845866205184
[1] https://twitter.com/Adweek/status/1159566200202047491
[1] https://twitter.com/i/web/status/1161035680744660994
[1] https://www.adweek.com/creativity/coors-light-celebrates-the-pure-bliss-of-removing-your-bra-after-a-long-day/
[1] https://twitter.com/adweek/status/1160997044569432066

Top URLs in Tweet in G9:
[9] https://www.adweek.com/brand-marketing/we-spent-a-night-at-the-taco-bell-hotel-where-everything-is-supremely-on-brand/
[7] https://www.adweek.com/brand-marketing/how-to-create-successful-and-meaningful-experiential-marketing-events-according-to-eventbrite-and-giant-spoon/
[4] https://www.adweek.com/brand-marketing/sustainable-hotels-abandon-mini-toiletries-hurt-charities/
[3] https://www.adweek.com/brand-marketing/how-delta-frequent-flyer-got-private-flight/
[2] https://www.adweek.com/creativity/ed-sheeran-got-a-heinz-tattoo-so-heinz-gave-its-ketchup-bottle-ed-sheeran-tattoos/
[2] https://www.adweek.com/agencies/facing-employee-backlash-and-potential-pr-fallout-edelman-stopped-working-with-ice-prison-contractor/
[2] https://www.adweek.com/brand-marketing/nordstrom-street-style-nyc-flagship-store-opening/
[2] https://www.adweek.com/digital/qa-qualcomm-cmo-says-5gs-potential-is-not-well-understood-among-business-leaders/
[2] https://www.adweek.com/digital/will-facebooks-rebranding-of-instagram-and-whatsapp-boost-its-rep-or-hurt-theirs/
[2] https://www.adweek.com/digital/how-ai-encourages-marketers-to-be-more-thoughtful-with-data/

Top URLs in Tweet in G10:
[10] https://www.adweek.com/tvnewser/tucker-carlson-im-headed-to-the-wilderness-with-my-son/411053/
[2] https://www.adweek.com/tvnewser/scoreboard-wednesday-aug-7/411243/
[1] https://www.adweek.com/tvnewser/scoreboard-sunday-aug-11/411480/
[1] https://www.adweek.com/tvnewser/scoreboard-tuesday-aug-6/411037/
[1] https://www.adweek.com/tvnewser/scoreboard-thursday-aug-8/411275/
[1] https://www.adweek.com/tvnewser/scoreboard-friday-aug-9/411462/
[1] https://www.adweek.com/tvnewser/scoreboard-saturday-aug-10/411478/
[1] https://www.adweek.com/tvnewser/category/ratings/
[1] https://www.adweek.com/digital/laura-ingrahams-drunken-belching-train-ride/

Top Domains
Top Domains in Tweet in Entire Graph:
[2722] adweek.com
[846] twitter.com
[163] dlvr.it
[129] linkedin.com
[53] poptimize.net
[36] usalivefeed.news
[18] bingpedia.com
[15] verybusybrands.com
[14] dy.si
[11] ampproject.org

Top Domains in Tweet in G1:
[1093] adweek.com
[172] twitter.com
[122] linkedin.com
[41] dlvr.it
[36] usalivefeed.news
[10] snip.ly
[10] dy.si
[9] google.com
[5] ampproject.org
[5] potads-classifieds.ml

Top Domains in Tweet in G2:
[484] adweek.com
[114] twitter.com
[96] dlvr.it
[3] linkedin.com
[3] telaria.com
[2] paper.li
[2] dy.si
[2] bit.ly
[1] createdacard.me
[1] civicscience.com

Top Domains in Tweet in G3:
[48] twitter.com
[41] adweek.com
[5] justia.com
[3] facebook.com
[2] kantar.com
[2] nodexlgraphgallery.org
[2] iridium.com
[1] geniussteals.co
[1] techstars.com
[1] prweb.com

Top Domains in Tweet in G4:
[195] twitter.com
[1] adweek.com

Top Domains in Tweet in G5:
[111] adweek.com
[33] twitter.com
[26] dlvr.it
[18] bingpedia.com
[4] ampproject.org
[3] t.co
[1] readsludge.com
[1] showbuzzdaily.com
[1] beyondsocialmediashow.com

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

Top Domains in Tweet in G7:
[133] adweek.com
[1] twitter.com

Top Domains in Tweet in G8:
[21] twitter.com
[11] adweek.com

Top Domains in Tweet in G9:
[56] adweek.com
[8] twitter.com
[1] cision.com
[1] onepitch.co

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[212] marketing
[159] advertising
[138] icacoin
[138] digitaladchallenge
[73] digitalmarketing
[68] socialmedia
[46] adweek
[44] brand
[41] influencermarketing
[40] facebook



Top Hashtags in Tweet in G1:
[43] marketing
[28] advertising
[19] pacdigitalsigns
[18] branding
[18] socialmedia
[14] digitalmarketing
[10] technology
[7] genz
[7] brands
[6] adweek

Top Hashtags in Tweet in G2:
[52] advertising
[34] digitalmarketing
[16] marketing
[7] facebook
[6] impossiblewhopper
[4] marchadness
[4] data
[4] instagram
[4] socialmedia
[4] branding

Top Hashtags in Tweet in G3:
[13] cmo
[10] marketing
[7] cmos
[7] brand
[5] womentrailblazers
[4] genz
[4] engineer
[3] careeradvice
[3] radiomotorious
[3] motorioustv

Top Hashtags in Tweet in G5:
[18] advertising
[12] digitalmarketing
[8] cmo
[2] marketing
[1] experiental
[1] events

Top Hashtags in Tweet in G6:
[138] icacoin
[138] digitaladchallenge

Top Hashtags in Tweet in G8:
[3] talentaboveallelse
[1] meangirlshumor
[1] travel
[1] itstrolli

Top Hashtags in Tweet in G9:
[7] tacobellhotel
[3] thebell
[3] data
[3] marketing
[2] ai
[2] fintech
[2] tacobell
[1] bachelorinparadise
[1] eventbrite
[1] trust

Top Hashtags in Tweet in G10:
[1] tcot
[1] smartnews

Top Words
Top Words in Tweet in Entire Graph:
[2806] Words in Sentiment List#1: Positive
[1365] Words in Sentiment List#2: Negative
[77] Words in Sentiment List#3: Angry/Violent
[79041] Non-categorized Words
[83214] Total Words
[1807] adweek
[766] s
[396] heinz
[391] ed
[388] sheeran

Top Words in Tweet in G1:
[272] s
[219] adweek
[91] brand
[88] brands
[86] t
[79] new
[74] facebook
[73] more
[70] out
[69] marketing

Top Words in Tweet in G2:
[925] adweek
[155] s
[109] brands
[100] best
[93] twitter
[93] rihanna
[83] sitting
[78] lunch
[77] time
[76] institution

Top Words in Tweet in G3:
[126] adweek
[65] adage
[56] ogilvy
[48] uniti_stores
[47] huntadkins
[46] motorious_cafe
[44] pmkovacs2
[44] swallingford82
[44] motorious_dl
[31] foxsports

Top Words in Tweet in G4:
[197] ish
[195] cant
[195] wait
[195] fin
[194] kiruti

Top Words in Tweet in G5:
[93] adweek
[46] s
[40] marketing
[36] martyswant
[33] cnn
[32] forbescmo
[31] jenny_rooney
[29] ratings
[29] forbes
[25] network

Top Words in Tweet in G6:
[138] #icacoin
[138] #digitaladchallenge
[138] product
[138] manager
[138] google
[138] advocates
[138] transparency
[138] digital
[138] advertising
[138] one

Top Words in Tweet in G7:
[254] ed
[254] sheeran
[254] heinz
[128] gave
[127] tattoo
[127] ketchup
[127] bottle
[127] tattoos
[126] adfreak
[7] adweek

Top Words in Tweet in G8:
[70] adweek
[27] kimekom
[23] steak_umm
[21] brands
[15] more
[13] social
[13] tweet
[13] read
[13] table
[13] twitter

Top Words in Tweet in G9:
[59] adweek
[35] more
[31] eventbrite
[22] hotel
[22] brand
[22] marketing
[18] create
[18] experiential
[17] joshsternberg
[16] successful

Top Words in Tweet in G10:
[62] news
[47] tv
[46] fox
[45] ratings
[45] august
[39] tvnewshq
[28] led
[27] total
[27] viewers
[25] tuckercarlson

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[388] ed,sheeran
[199] fin,ish
[197] sheeran,heinz
[196] cant,wait
[196] wait,fin
[195] kiruti,cant
[190] heinz,tattoo
[188] gave,ketchup
[188] ketchup,bottle
[188] bottle,ed

Top Word Pairs in Tweet in G1:
[56] ed,sheeran
[46] taco,bell
[43] bell,hotel
[40] explains,ap
[40] ap,rocky
[40] rocky,case
[39] ikea,manual
[39] manual,explains
[38] fake,ikea
[38] case,even

Top Word Pairs in Tweet in G2:
[71] established,herself
[71] participate,lunch
[71] lunch,time
[71] time,best
[71] best,brands
[71] brands,twitter
[71] twitter,sitting
[70] adweek,participate
[63] here's,rihanna
[63] rihanna,successfully

Top Word Pairs in Tweet in G3:
[47] adweek,huntadkins
[44] pmkovacs2,motorious_cafe
[44] motorious_cafe,swallingford82
[44] motorious_dl,uniti_stores
[43] adage,adweek
[43] huntadkins,ogilvy
[42] swallingford82,motorious_dl
[42] uniti_stores,adage
[28] ogilvy,foxsports
[22] adweek,adage

Top Word Pairs in Tweet in G4:
[195] cant,wait
[195] wait,fin
[195] fin,ish
[194] kiruti,cant

Top Word Pairs in Tweet in G5:
[20] martyswant,adweek
[18] adweek,#advertising
[16] forbes,welcomes
[16] welcomes,martyswant
[16] adweek,report
[16] report,forbescmo
[16] forbescmo,network
[16] network,editor
[16] editor,jenny_rooney
[15] realdonaldtrump,erinburnett

Top Word Pairs in Tweet in G6:
[138] #icacoin,#digitaladchallenge
[138] #digitaladchallenge,product
[138] product,manager
[138] manager,google
[138] google,advocates
[138] advocates,transparency
[138] transparency,digital
[138] digital,advertising
[138] advertising,one
[137] icacoin,#icacoin

Top Word Pairs in Tweet in G7:
[254] ed,sheeran
[127] sheeran,heinz
[127] heinz,tattoo
[127] tattoo,heinz
[127] heinz,gave
[127] gave,ketchup
[127] ketchup,bottle
[127] bottle,ed
[127] sheeran,tattoos
[125] adfreak,ed

Top Word Pairs in Tweet in G8:
[12] adweek,brands
[11] wanted,share
[11] share,little
[11] little,more
[11] more,meme
[11] meme,tweet
[11] tweet,adweek
[11] brands,grouped
[11] grouped,based
[11] based,use

Top Word Pairs in Tweet in G9:
[18] experiential,marketing
[16] create,successful
[15] successful,meaningful
[15] meaningful,experiential
[15] marketing,events
[13] events,according
[13] according,eventbrite
[12] ihg,hotel
[12] hotel,brand
[12] brand,840

Top Word Pairs in Tweet in G10:
[45] tv,ratings
[45] fox,news
[39] tvnewshq,tv
[27] total,viewers
[16] ratings,friday
[16] friday,august
[16] august,9th
[16] 9th,fox
[16] news,watched
[16] watched,cable

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@pmkovacs2
@musatariq
@ogilvy
@talkmaster
@steak_umm
@kimekom
@impossiblefoods
@cnn
@larahbalazs

Top Replied-To in G2:
@adweek
@talkmaster
@impossiblefoods
@itstheannmarie
@sheetz
@tubatoofpaste
@drpepper
@powert117
@crackerbarrel
@littledebbie

Top Replied-To in G3:
@pmkovacs2
@musatariq
@ogilvy
@larahbalazs
@nadinedietz
@jeffmjenkins
@markpollard
@dereklwalker
@necioswissbanks
@johndodds

Top Replied-To in G5:
@cnn
@mhutchison
@realdonaldtrump
@adweek
@chriscuomo
@creativitymag
@moiraforbes
@martyswant
@caslernoel
@lisamcintosh403

Top Replied-To in G8:
@adweek
@steak_umm
@kimekom
@montereyaq
@sourpatchkids
@hotpockets
@away
@annoyingrandom2
@chipsahoy
@trolli_usa

Top Replied-To in G9:
@joshsternberg
@vincentpeone
@adweek
@mrdannygoodwin
@media_moves
@nordstrom
@eventbrite
@adage
@hansebertmusic
@tacobell

Top Replied-To in G10:
@vicky4trump
@drjanesdc
@cactusflower_1
@dolly18256673
@jeffgohogs
@ingrahamangle
@jenniwrenb

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@kiruti
@icacoin
@adfreak
@adage
@rihanna
@ogilvy
@huntadkins
@uniti_stores
@motorious_cafe

Top Mentioned in G1:
@brand_icon
@gregory_clay
@elleroysolution
@icclimited
@qnuevomedio
@zackwgreenfield
@sociallymissyv

Top Mentioned in G2:
@adweek
@rihanna
@digiorno
@impossiblefoods
@devtsmith_
@fentystats
@itstheannmarie
@dmedialab
@dameproducts
@unboundbabes

Top Mentioned in G3:
@adweek
@adage
@ogilvy
@huntadkins
@uniti_stores
@motorious_cafe
@swallingford82
@motorious_dl
@foxsports
@motorious_tv

Top Mentioned in G4:
@kiruti
@adweek

Top Mentioned in G5:
@adweek
@forbescmo
@martyswant
@jenny_rooney
@forbes
@realdonaldtrump
@cnn
@erinburnett
@goodbye56789
@mhutchison

Top Mentioned in G6:
@icacoin

Top Mentioned in G7:
@adfreak
@adweek
@griner
@kimekom

Top Mentioned in G8:
@adweek
@kimekom
@steak_umm
@wendys
@away
@poptartsus
@cestegman
@chipsahoy
@chinodeguzwald
@montereyaq

Top Mentioned in G9:
@adweek
@eventbrite
@tacobell
@joshsternberg
@giant_spoon
@dianapearl_
@ryanbarwick
@juliahartz
@delta
@boughb

Top Mentioned in G10:
@tvnewshq
@tuckercarlson
@dbongino
@tuc
@seanhannity
@foxnews
@sea
@kilmead
@greggutfeld
@marklevinshow

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@arkangelscrap
@sectest9
@chris_1791
@lt38
@delta
@4prina
@robinsportsnews
@evankirstel
@tacobell

Top Tweeters in G1:
@robinsportsnews
@schestowitz
@pops131
@rvp
@fieryreddragon
@rantoshak
@datachick
@qnuevomedio
@rhotwire
@kane007

Top Tweeters in G2:
@lt38
@4prina
@twillynavy246
@minotauresse
@biasedgirl
@lelkan
@mrmouthalmighty
@bwolmers
@indascorner
@ken_ragsdale

Top Tweeters in G3:
@arkangelscrap
@askamex
@walmart
@tmobile
@cnbc
@kriscolvin
@ft
@techcrunch
@aerocles
@theeconomist

Top Tweeters in G4:
@ednahjacksons
@mintintosh
@mothoni_
@ice131queen
@malloy_bryan
@kiruti
@terrikibiriti
@jayteemuro
@unbeardmyheart
@mbusih

Top Tweeters in G5:
@sectest9
@chris_1791
@thehill
@businessinsider
@nytimes
@newstermer
@washingtonpost
@wsj
@inc
@abc

Top Tweeters in G6:
@ssseongwu
@juliansiefa23
@imamkhoi1815
@jyotianand01
@stf1k
@sainiyksaini1
@rus21mix
@bitcoin_army
@catibedes
@leahgranfiel

Top Tweeters in G7:
@mawuli___
@anwarblaq
@illittlebirds
@joannactn
@solomvn
@elledeemme
@theabimbola
@th3herbalist
@bizzlekay
@guelpacq

Top Tweeters in G8:
@clarissa_laskey
@thebeccarobins
@rockshrimp
@phillyinquirer
@wendys
@midlifehealthy
@itibz
@universalorl
@startabuzz
@eboldy

Top Tweeters in G9:
@delta
@tacobell
@ke7zum
@nordstrom
@m3jstile
@ssxman2
@cnnbusiness
@spirosmargaris
@joshsternberg
@thismyshow

Top Tweeters in G10:
@foxnews
@summer7570
@usafmedic21
@bfraser747
@pheiden
@vicky4trump
@keny_berd
@heytammybruce
@jeffdhutch4
@foxandfriends