adweek, Twitter, 9/6/2019 2:02:11 PM, 208981


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adweek_2019-09-06_04-00-00.xlsx
adweek_2019-09-06_04-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 06, 2019
Short Description:
adweek via NodeXL http://bit.ly/2LyNhlN
@adweek
@joshsternberg
@keithgrossman
@realdonaldtrump
@mcinnovative
@newday
@itsmissmorgan
@motorious_tv
@seanhannity
@tvnewshq

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

Description:
Description
The graph represents a network of 3,440 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, 06 September 2019 at 11:01 UTC.

The requested start date was Thursday, 05 September 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 6-day, 6-hour, 2-minute period from Thursday, 29 August 2019 at 17:58 UTC to Thursday, 05 September 2019 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 : 3440
Unique Edges : 4518
Edges With Duplicates : 3173
Total Edges : 7691
Number of Edge Types : 3
Tweet : 2330
Mentions : 4947
Replies to : 414
Self-Loops : 2330
Reciprocated Vertex Pair Ratio : 0.0273571079628725
Reciprocated Edge Ratio : 0.0532572515454113
Connected Components : 892
Single-Vertex Connected Components : 701
Maximum Vertices in a Connected Component : 2038
Maximum Edges in a Connected Component : 5273
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.742679
Graph Density : 0.000355531962374135
Modularity : 0.519575
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[70] https://www.adweek.com/agencies/the-3-pillars-of-successful-digital-transformation-focus-on-strategy-and-data-usage/
[48] https://www.adweek.com/brand-marketing/can-you-spot-all-15-mario-kart-easter-eggs-in-this-ad-for-the-games-mobile-debut/
[46] https://www.adweek.com/digital/what-cmos-need-to-know-about-synthesizing-ad-tech-and-mar-tech/
[46] https://www.adweek.com/creativity/no-artificial-intelligence-isnt-coming-after-copywriting-jobs/
[33] https://www.adweek.com/brand-marketing/marriott-the-worlds-largest-hotel-chain-evicts-mini-toiletries/
[32] https://www.adweek.com/creativity/these-mcdonalds-egg-mcmuffin-videos-might-be-the-most-satisfying-ads-ever-made/
[28] https://www.adweek.com/brand-marketing/mattel-beyond-physical-toys-movies-games/
[28] https://www.adweek.com/creativity/espn-powerfully-celebrates-emotional-milestones-with-theres-no-place-like-sports/
[26] https://www.adweek.com/brand-marketing/ralph-laurens-tiktok-campaign-around-the-us-open-is-a-first-for-the-platform/
[26] https://www.adweek.com/sponsored/its-not-googles-fault-they-arbitrage-your-marketing-results/

Top URLs in Tweet in G1:
[24] https://www.adweek.com/agencies/the-3-pillars-of-successful-digital-transformation-focus-on-strategy-and-data-usage/
[16] https://www.adweek.com/digital/what-cmos-need-to-know-about-synthesizing-ad-tech-and-mar-tech/
[14] https://www.adweek.com/digital/what-a-clean-room-means-for-amazon-advertising/?utm_source=dlvr.it&utm_medium=twitter
[14] https://giphy.com/gifs/adweek-eleven-stranger-things-hbVIYS9pVvxQI
[13] https://www.adweek.com/digital/amazon-marketplace-out-of-control/
[10] https://www.adweek.com/agencies/tbwamelbourne-created-a-colorful-fleet-to-welcome-climate-activist-greta-thunberg-to-nyc/
[10] https://www.adweek.com/brand-marketing/can-you-spot-all-15-mario-kart-easter-eggs-in-this-ad-for-the-games-mobile-debut/
[9] http://www.adweek.com/?p=1074861
[9] https://www.adweek.com/brand-marketing/doritos-flexes-its-iconic-status-by-dropping-its-name-and-logo-from-newest-ad-campaign/
[9] https://www.adweek.com/brand-marketing/marriott-the-worlds-largest-hotel-chain-evicts-mini-toiletries/

Top URLs in Tweet in G2:
[29] https://www.adweek.com/brand-marketing/can-you-spot-all-15-mario-kart-easter-eggs-in-this-ad-for-the-games-mobile-debut/
[20] https://www.adweek.com/sponsored/its-not-googles-fault-they-arbitrage-your-marketing-results/
[18] https://www.adweek.com/brand-marketing/can-brands-bring-real-sustainability-to-the-travel-industry/
[17] https://www.adweek.com/brand-marketing/mattel-beyond-physical-toys-movies-games/
[16] https://www.adweek.com/digital/what-cmos-need-to-know-about-synthesizing-ad-tech-and-mar-tech/
[14] https://www.adweek.com/creativity/these-mcdonalds-egg-mcmuffin-videos-might-be-the-most-satisfying-ads-ever-made/
[14] https://www.adweek.com/creativity/espn-powerfully-celebrates-emotional-milestones-with-theres-no-place-like-sports/
[12] https://www.adweek.com/agencies/the-3-pillars-of-successful-digital-transformation-focus-on-strategy-and-data-usage/
[12] https://www.adweek.com/brand-marketing/to-keep-your-brand-relevant-follow-these-3-essential-rules/
[10] https://www.adweek.com/tv-video/weather-channel-teams-with-state-farm-for-hurricane-dorian-preparation-video/

Top URLs in Tweet in G3:
[2] https://www.adweek.com/tvnewser/scoreboard-thursday-aug-29/413230/
[2] https://www.adweek.com/tvnewser/saturday-night-politics-with-donny-deutsch-is-over/413098/
[1] https://www.adweek.com/tvnewser/weekly-basic-cable-ranker-fox-news-is-the-most-watched-for-34-straight-weeks-while-weather-channel-dominates-the-weekend-in-the-a25-54-demo/413531/?dg
[1] https://www.adweek.com/tvnewser/scoreboard-sunday-sept-1/413469/
[1] https://www.adweek.com/tvnewser/basic-cable-ranker-week-of-aug-12/412172/
[1] https://www.adweek.com/tvnewser/scoreboard-friday-aug-30/413375/
[1] https://www.adweek.com/tvnewser/scoreboard-saturday-aug-17/412139/
[1] https://www.adweek.com/tvnewser/scoreboard-saturday-aug-31/413432/
[1] https://www.adweek.com/tvnewser/scoreboard-thursday-aug-22/412745/
[1] https://www.adweek.com/tvnewser/scoreboard-tuesday-aug-27/413069/

Top URLs in Tweet in G4:
[2] https://www.adweek.com/brand-marketing/why-popeyes-is-positioned-to-be-the-next-great-brand-marketer/
[1] https://www.cnn.com/2019/08/27/business/popeyes-chicken-sandwich-sold-out-trnd/index.html?utm_medium=social&utm_source=twCNN&utm_content=2019-08-29T11:16:41
[1] https://twitter.com/i/web/status/1167624211982094336
[1] https://twitter.com/i/web/status/1167624210618966016
[1] https://twitter.com/i/web/status/1167624208601559040
[1] https://twitter.com/i/web/status/1167621231069270016
[1] https://www.adweek.com/brand-marketing/we-tasted-8-hard-seltzers-to-find-the-perfect-summer-buzz/
[1] https://www.adweek.com/digital/how-twitters-trending-feature-can-be-applied-to-every-area-of-business/
[1] https://twitter.com/i/web/status/1167214709331955712
[1] https://twitter.com/i/web/status/1167204969902215169

Top URLs in Tweet in G5:
[5] https://www.adweek.com/brand-marketing/syndicate-helps-ha-34787/
[1] https://changemakerchats.com/chats/seattle-changemaker-chat-with-karen-okonkwo/
[1] https://www.dicemagazine.com/store
[1] https://twitter.com/motorious_tv/status/1138969283336314880
[1] https://twitter.com/i/web/status/1167582816990912517
[1] https://twitter.com/i/web/status/1167581270622298112

Top URLs in Tweet in G6:
[6] https://www.adweek.com/agencies/3-ways-to-come-up-with-a-great-idea-without-overthinking-it/
[3] https://www.adweek.com/digital/adweek-2019-readers-choice-tech-awards/
[2] https://twitter.com/Adweek/status/1167095860821450752
[2] https://twitter.com/adweek/status/1167504821978632192
[2] https://www.adweek.com/brand-marketing/can-you-spot-all-15-mario-kart-easter-eggs-in-this-ad-for-the-games-mobile-debut/
[2] https://twitter.com/griner/status/1161748987923374080
[1] https://twitter.com/i/web/status/1169325613766848512
[1] https://twitter.com/i/web/status/1169320149314355201
[1] https://twitter.com/i/web/status/1169320897322336256
[1] https://twitter.com/i/web/status/1169320133875027968

Top URLs in Tweet in G7:
[7] https://www.adweek.com/inside-the-brand/women-trailblazers/cmo-of-the-la-rams-on-treating-your-career-like-a-long-game/
[7] https://www.adweek.com/inside-the-brand/cmo-moves/pg-cbo-marc-pritchard-and-facebook-cmo-antonio-lucio-setting-new-industry-standards/
[4] https://twitter.com/adweek/status/1167162258834804736
[3] http://www.adweek.com/?p=1075568
[2] https://www.adweek.com/brand-marketing/how-brands-are-combatting-influencer-fraud-in-an-ever-changing-social-landscape/
[1] https://www.adweek.com/digital/time-magazine-keith-grossman-marketing-team-cro/
[1] https://www.linkedin.com/jobs/search/?f_C=162309&locationId=OTHERS.worldwide
[1] https://www.adweek.com/brand-marketing/mattel-beyond-physical-toys-movies-games/
[1] https://www.adweek.com/digital/nfl-looks-to-woo-new-viewers-on-tiktok/
[1] https://www.adweek.com/brand-marketing/can-siri-and-alexa-help-breathe-new-life-into-encyclopedia-britannica/

Top URLs in Tweet in G8:
[15] https://www.adweek.com/agencies/the-3-pillars-of-successful-digital-transformation-focus-on-strategy-and-data-usage/
[5] https://www.adweek.com/agencies/why-advertisers-need-to-put-the-focus-back-on-their-clients-and-marketing-outcomes/
[5] https://www.adweek.com/creativity/what-would-an-ai-have-named-the-new-xfl-teams/
[3] https://www.adweek.com/agencies/out-of-home-ad-revenue-hasnt-experiencing-growth-like-this-in-more-than-a-decade/
[2] https://www.adweek.com/agencies/agencies-are-embracing-ai-and-making-it-part-of-their-workflow/
[2] https://www.adweek.com/creativity/no-artificial-intelligence-isnt-coming-after-copywriting-jobs/
[2] https://www.adweek.com/creativity/no-artificial-intelligence-isnt-coming-after-copywriting-jobs/?utm_content=100194664&utm_medium=social&utm_source=twitter&hss_channel=tw-13558642
[2] http://www.adweek.com/?p=1074899
[2] https://www.adweek.com/brand-marketing/facial-recognition-will-be-watching-and-storing-your-emotions-and-data/
[2] https://www.adweek.com/agencies/the-3-pillars-of-successful-digital-transformation-focus-on-strategy-and-data-usage/?utm_content=99804202&utm_medium=social&utm_source=twitter&hss_channel=tw-38306887

Top URLs in Tweet in G9:
[9] https://www.adweek.com/creativity/these-mcdonalds-egg-mcmuffin-videos-might-be-the-most-satisfying-ads-ever-made/
[4] http://www.adweek.com/?p=1074502
[4] https://www.adweek.com/creativity/burger-king-new-trolling-ploy-sends-fans-to-mcdonalds-to-unlock-a-1-cent-whopper-deal/
[3] https://www.adweek.com/brand-marketing/marriott-the-worlds-largest-hotel-chain-evicts-mini-toiletries/
[2] https://www.adweek.com/brand-marketing/32-years-ago-mcdonalds-tried-to-trademark-mc-it-didnt-work/
[1] https://www.adweek.com/agencies/agencies-are-embracing-ai-and-making-it-part-of-their-workflow/?fbclid=IwAR1KUuxWA7nbGWZlcCB0oK_4piqu56BuemXt1mE83Umab01Mwz0FTRAE0pg
[1] https://twitter.com/i/web/status/1166745807548223489
[1] https://www.adweek.com/agencies/why-advertisers-need-to-put-the-focus-back-on-their-clients-and-marketing-outcomes/
[1] https://twitter.com/Adweek/status/1166354434428944388
[1] http://www.adweek.com/?p=1075085

Top Domains
Top Domains in Tweet in Entire Graph:
[2795] adweek.com
[311] twitter.com
[212] dlvr.it
[186] linkedin.com
[131] t.co
[47] poptimize.net
[36] usalivefeed.news
[18] dy.si
[15] giphy.com
[10] google.com

Top Domains in Tweet in G1:
[971] adweek.com
[172] linkedin.com
[101] twitter.com
[63] dlvr.it
[36] usalivefeed.news
[14] giphy.com
[9] zion.support
[7] google.com
[6] sage-voices.com
[6] zion.holdings

Top Domains in Tweet in G2:
[745] adweek.com
[131] dlvr.it
[131] t.co
[71] twitter.com
[13] dy.si
[3] paintedbyeveryone.com
[2] adweek.it
[2] webcasts.com
[2] careerarc.com
[2] mandatory.com

Top Domains in Tweet in G3:
[16] adweek.com
[1] twitter.com

Top Domains in Tweet in G4:
[6] twitter.com
[4] adweek.com
[1] cnn.com

Top Domains in Tweet in G5:
[5] adweek.com
[3] twitter.com
[1] changemakerchats.com
[1] dicemagazine.com

Top Domains in Tweet in G6:
[39] twitter.com
[16] adweek.com
[1] youtube.com
[1] mymodernmet.com
[1] synthesio.com
[1] mashable.com

Top Domains in Tweet in G7:
[40] adweek.com
[13] twitter.com
[3] iammarketingmedia.com
[1] linkedin.com
[1] spotify.com
[1] soundcloud.com
[1] dangalante.me

Top Domains in Tweet in G8:
[47] adweek.com
[1] ampproject.org
[1] twitter.com
[1] linkedin.com

Top Domains in Tweet in G9:
[29] adweek.com
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[300] advertising
[263] marketing
[194] digitalmarketing
[170] adweekchat
[116] socialmedia
[78] influencermarketing
[70] ai
[67] digitaltransformation
[56] facebook
[48] canneslions2019



Top Hashtags in Tweet in G1:
[38] marketing
[25] advertising
[19] digitaltransformation
[19] socialmedia
[13] tiktok
[11] ai
[9] onlinemarketing
[8] latestnews
[8] comments
[8] bergnermedia

Top Hashtags in Tweet in G2:
[172] digitalmarketing
[151] advertising
[44] marketing
[22] adweekchat
[19] digital
[17] ads
[17] advertings
[17] seo
[17] search
[17] advert

Top Hashtags in Tweet in G4:
[1] blacktwitter

Top Hashtags in Tweet in G5:
[1] adweekchat
[1] larams
[1] career
[1] motorioustv
[1] radiomotorious
[1] virtual_billoard

Top Hashtags in Tweet in G6:
[117] adweekchat
[4] adweek
[3] creativity
[3] advertising
[3] failharder
[2] ipsos
[2] sociallistening
[2] nominated
[1] millennialproblems
[1] blacktwitter

Top Hashtags in Tweet in G7:
[27] marketing
[19] adweekchat
[12] cmomoves
[11] podcast
[7] cmo
[7] branding
[7] advertising
[6] ai
[5] cbo
[4] insights

Top Hashtags in Tweet in G8:
[20] digitaltransformation
[8] ai
[8] analytics
[7] data
[6] adweekchat
[5] sportstech
[4] advertising
[3] marketing
[3] ooh
[2] internet

Top Hashtags in Tweet in G9:
[8] advertising
[4] trolls
[4] socialmedia
[2] startup
[2] marketing
[2] ikea
[2] ikeareallife
[2] friends
[2] asmr
[1] iaamarocmlive

Top Hashtags in Tweet in G10:
[13] dadsunstereotype
[8] dadswithdaughters

Top Words
Top Words in Tweet in Entire Graph:
[3366] Words in Sentiment List#1: Positive
[1549] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[82939] Non-categorized Words
[87854] Total Words
[1961] adweek
[839] s
[505] marketing
[402] ad
[395] new

Top Words in Tweet in G1:
[242] s
[234] adweek
[121] new
[94] facebook
[89] ad
[77] brands
[73] marketing
[65] 3
[63] up
[62] more

Top Words in Tweet in G2:
[931] adweek
[206] s
[172] #digitalmarketing
[151] #advertising
[140] marketing
[102] new
[99] brands
[83] ad
[82] tech
[79] more

Top Words in Tweet in G3:
[214] news
[191] ratings
[186] fox
[183] tv
[171] tvnewshq
[162] august
[134] top
[128] cable
[108] viewers
[108] seanhannity

Top Words in Tweet in G4:
[195] adweek
[194] sandwich
[191] popeyes
[191] create
[191] fried
[191] chicken
[191] frenzy
[191] marketing
[191] ploy
[191] according

Top Words in Tweet in G5:
[12] autodesk
[11] adweek
[11] motorious_llc
[10] motorious_tv
[10] logitech
[8] i_am_motorious
[8] sap_iot
[8] boschautoparts
[8] boschhomeuk
[8] motorious_isp

Top Words in Tweet in G6:
[219] adweek
[117] #adweekchat
[37] s
[29] tech
[25] griner
[22] mohamedghilan
[19] a5
[19] ipsos
[18] a1
[17] a3

Top Words in Tweet in G7:
[81] adweek
[31] nadinedietz
[27] #marketing
[26] brandweek
[24] ajlucio5
[24] one
[23] facebook
[22] marketing
[21] two
[20] leaders

Top Words in Tweet in G8:
[28] focus
[27] pillars
[27] successful
[24] adweek
[22] strategy
[20] #digitaltransformation
[18] tech
[17] data
[17] 5g
[17] explained

Top Words in Tweet in G9:
[34] mcdonalds
[30] tbwa_paris
[24] ad
[22] satisfying
[19] ads
[19] made
[18] tbwa
[18] turn
[18] art
[17] breakfast

Top Words in Tweet in G10:
[37] withdaughters
[32] citydadsgroup
[32] marlon_g
[31] biz
[31] abalbrectsen
[31] lunchboxdad
[21] pattyarquette
[20] alexisohanian
[19] laxman4ge
[18] lettoysbetoys

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[218] chicken,sandwich
[197] according,adweek
[192] fried,chicken
[191] popeyes,create
[191] create,fried
[191] sandwich,frenzy
[191] frenzy,marketing
[191] marketing,ploy
[191] ploy,according
[191] adweek,editor

Top Word Pairs in Tweet in G1:
[30] clean,room
[28] room,means
[27] pillars,successful
[27] means,amazon
[26] ad,tech
[26] amazon,advertising
[25] digital,transformation
[25] artificial,intelligence
[25] cmos,need
[25] need,know

Top Word Pairs in Tweet in G2:
[145] adweek,#advertising
[139] #advertising,#digitalmarketing
[33] artificial,intelligence
[32] mario,kart
[32] easter,eggs
[32] eggs,ad
[25] need,know
[24] ad,tech
[23] mar,tech
[23] #marketing,#digitalmarketing

Top Word Pairs in Tweet in G3:
[185] fox,news
[182] tv,ratings
[171] tvnewshq,tv
[104] total,viewers
[66] ratings,august
[66] august,s
[66] s,top
[66] top,50
[66] 50,watched
[66] watched,cable

Top Word Pairs in Tweet in G4:
[191] popeyes,create
[191] create,fried
[191] fried,chicken
[191] chicken,sandwich
[191] sandwich,frenzy
[191] frenzy,marketing
[191] marketing,ploy
[191] ploy,according
[191] according,adweek
[190] newday,popeyes

Top Word Pairs in Tweet in G5:
[8] motorious_llc,logitech
[8] logitech,i_am_motorious
[8] i_am_motorious,autodesk
[8] autodesk,sap_iot
[8] sap_iot,boschautoparts
[8] boschautoparts,boschhomeuk
[8] boschhomeuk,motorious_isp
[6] motorious_tv,motorious_llc
[4] mblumenthal,usatoday
[4] usatoday,sejournal

Top Word Pairs in Tweet in G6:
[22] adweek,mohamedghilan
[18] adweek,a1
[18] adweek,a5
[16] adweek,a3
[15] adweek,s
[13] adweek,a4
[12] mohamedghilan,a6
[11] re,excited
[11] excited,announce
[11] announce,synthesio

Top Word Pairs in Tweet in G7:
[15] marc,pritchard
[14] two,influential
[14] leaders,world
[11] podcast,nadinedietz
[11] happens,bring
[11] bring,two
[11] world,together
[11] together,one
[11] adweek,brandweek
[10] influential,#marketing

Top Word Pairs in Tweet in G8:
[27] pillars,successful
[21] focus,strategy
[17] 5g,explained
[17] explained,tech
[17] tech,incredibly
[17] incredibly,fast
[17] fast,implications
[17] implications,type
[17] type,speed
[16] strategy,data

Top Word Pairs in Tweet in G9:
[19] tbwa_paris,mcdonalds
[18] tbwa,tbwa_paris
[18] satisfying,ads
[18] ads,made
[17] mcdonalds,turn
[17] turn,breakfast
[17] breakfast,art
[17] art,take
[17] take,peek
[17] peek,satisfying

Top Word Pairs in Tweet in G10:
[32] citydadsgroup,marlon_g
[31] biz,abalbrectsen
[31] abalbrectsen,lunchboxdad
[31] lunchboxdad,citydadsgroup
[19] marlon_g,alexisohanian
[19] alexisohanian,laxman4ge
[17] withdaughters,biz
[17] laxman4ge,lettoysbetoys
[13] #dadsunstereotype,yes
[13] yes,dads

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@juliangumbo
@dangerinaskirt
@stetsonbloom
@juiceboxca
@yourstrulycaro
@nadinedietz
@motorious_llc
@withdaughters
@madelynlydon

Top Replied-To in G2:
@adweek
@kimekom
@gqbound
@stetsonbloom
@itstheannmarie
@jamesonfleming
@getsosh
@juliangumbo
@nycknp
@thekelseycole

Top Replied-To in G3:
@realdonaldtrump
@suebee92054
@johnnydollar01

Top Replied-To in G4:
@gofooji
@adweek
@juliareinstein
@cricrifi

Top Replied-To in G5:
@motorious_llc
@adweek
@necioswissbanks
@mvollmer1
@mblumenthal

Top Replied-To in G6:
@adweek
@juiceboxca
@juliangumbo
@yourstrulycaro
@dangerinaskirt
@stetsonbloom
@pr3ston
@aroberts021
@madelynlydon
@davidkolbusz

Top Replied-To in G7:
@adweek
@nadinedietz
@juliangumbo
@mcwm
@dangerinaskirt
@thekryptikrose
@ajlucio5
@sprinklr
@originalyoni
@321theagency

Top Replied-To in G8:
@adweek
@madelynlydon

Top Replied-To in G9:
@tbwa

Top Replied-To in G10:
@withdaughters
@canmxws

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@newday
@tvnewshq
@seanhannity
@tucker
@ogilvyusa
@cherry_adv
@a
@foxnews
@marshawright

Top Mentioned in G1:
@brand_icon
@sociallymissyv
@sellersted
@gregory_clay
@pepetapia44

Top Mentioned in G2:
@adweek
@chongmakesmusic
@swodinsky
@kimekom
@dianapearl_
@awbrandshare
@shellypalmer
@ryanbarwick
@salesforce
@singaporeair

Top Mentioned in G3:
@tvnewshq
@seanhannity
@tucker
@foxnews
@kevinlyfather
@realdonaldtrump
@jasoninthehouse
@seanhan
@msnbc
@snponmsnbc

Top Mentioned in G4:
@newday
@godisrivera
@adweek
@twitter
@thisiskis
@elizluke
@lisatozzi
@griner

Top Mentioned in G5:
@autodesk
@motorious_tv
@adweek
@logitech
@i_am_motorious
@sap_iot
@boschautoparts
@boschhomeuk
@motorious_isp
@cnbc

Top Mentioned in G6:
@adweek
@mohamedghilan
@griner
@synthesio
@ipsos
@verge
@sxsw
@mashable
@wired
@mermacorn

Top Mentioned in G7:
@adweek
@brandweek
@nadinedietz
@ajlucio5
@proctergamble
@facebook
@marcpritchard1
@ramsnfl
@musatariq
@dereklwalker

Top Mentioned in G8:
@ipfconline1
@adweek
@minda_smiley
@icigreg
@kpe
@evankirstel
@xfl
@patrickkulp
@nestoraltuve
@dhinchcliffe

Top Mentioned in G9:
@mcdonalds
@tbwa_paris
@adweek
@tbwa
@troyruhanen
@marriott
@bestiaalvarado
@realiseliveltd
@engagesimply
@judyshapiro

Top Mentioned in G10:
@citydadsgroup
@marlon_g
@withdaughters
@biz
@abalbrectsen
@lunchboxdad
@pattyarquette
@alexisohanian
@laxman4ge
@lettoysbetoys

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@marshawright
@arkangelscrap
@sectest9
@robinsnewswire
@marcocostavalue
@jim_peoples_
@souljahsingh
@joefreedomlove
@robinsportsnews

Top Tweeters in G1:
@robinsnewswire
@robinsportsnews
@pops131
@rvp
@drpatfarrell
@newstermer
@knicks148
@lionelmedia
@kane007
@drsonamsharma

Top Tweeters in G2:
@evepaludan
@jetblue
@billnigh
@fantasticradioo
@primal_digest
@geoff_deweaver
@kimvie
@area51dallas
@danceswidlesbos
@ingridium

Top Tweeters in G3:
@jim_peoples_
@souljahsingh
@joefreedomlove
@raybae689
@stockguy61
@amcneer
@foxnews
@hwholcomb
@misstree18
@miltonespinozaf

Top Tweeters in G4:
@marcocostavalue
@honeybadger10
@iceburghslimm
@djauditory
@caffreyej
@hesjustniceee
@tj_bass316
@livsexynj
@dillanxo
@cemorecake718

Top Tweeters in G5:
@cnbc
@usatoday
@inc
@billboard
@forbes
@popsugar
@techcrunch
@pandoramusic
@cnbci
@qz

Top Tweeters in G6:
@mashable
@m3jstile
@cnet
@_itsmarisworld_
@nycknp
@engadget
@verge
@googleplay
@jgombita
@gizmodo

Top Tweeters in G7:
@chidambara09
@iam__network
@santchiweb
@garyvee
@dekebridges
@att
@joshsternberg
@lynnea58
@mcwm
@cision

Top Tweeters in G8:
@arkangelscrap
@evankirstel
@lelkan
@richsimmondsza
@hangen_claude
@colorstreamedia
@padididit
@thehipposhoe
@giuliog
@spirosmargaris

Top Tweeters in G9:
@mcdonalds
@couchloukoum
@marriott
@stephanieislive
@teamofindore
@helenasimone_
@estheronair
@jgarciacontacto
@judyshapiro
@schwartzie14

Top Tweeters in G10:
@dgujaratlionsfc
@pattyarquette
@bagabonesf
@alexisohanian
@viramirez15b2
@sarahmeinzer
@adamrogers2030
@fatherlyhq
@izdrinjdin
@lettoysbetoys


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