adweek, Twitter, 12/8/2019 12:53:14 AM, 218362


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adweek_2019-12-07_08-53-02.xlsx
adweek_2019-12-07_08-53-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 08, 2019
Short Description:
adweek via NodeXL http://bit.ly/340j1HN
@adweek
@motorious_tv
@ingrahamangle
@fortivus
@nealschaffer
@pinterestshop
@marshawright
@ipfconline1
@don_mallory
@david_a_barnes

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

Description:
Description
The graph represents a network of 3,071 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, 07 December 2019 at 16:59 UTC.

The requested start date was Saturday, 07 December 2019 at 01:01 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, 20-hour, 18-minute period from Sunday, 24 November 2019 at 16:52 UTC to Saturday, 30 November 2019 at 13:10 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 : 3071
Unique Edges : 3560
Edges With Duplicates : 3168
Total Edges : 6728
Number of Edge Types : 3
Tweet : 2754
Mentions : 3779
Replies to : 195
Self-Loops : 2754
Reciprocated Vertex Pair Ratio : 0.014308426073132
Reciprocated Edge Ratio : 0.0282131661442006
Connected Components : 851
Single-Vertex Connected Components : 681
Maximum Vertices in a Connected Component : 1446
Maximum Edges in a Connected Component : 3737
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.456046
Graph Density : 0.00033835491627572
Modularity : 0.471367
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,071 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, 07 December 2019 at 16:59 UTC.

The requested start date was Saturday, 07 December 2019 at 01:01 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, 20-hour, 18-minute period from Sunday, 24 November 2019 at 16:52 UTC to Saturday, 30 November 2019 at 13:10 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:
[73] https://twinybots.ch/
[65] https://www.adweek.com/tv-video/et-reunites-with-elliott-but-for-an-xfinity-ad-not-a-movie-sequel/
[42] https://www.adweek.com/tv-video/fox-sells-out-super-bowl-in-game-inventory-fastest-market-in-9-years/
[40] https://www.adweek.com/digital/twitter-to-dormant-account-holders-use-em-or-lose-em/
[38] https://www.adweek.com/brand-marketing/toys-r-us-relaunches-with-a-model-for-21st-century-retail/
[33] https://www.adweek.com/creativity/6-of-the-funniest-ads-from-around-the-world-you-may-have-missed-this-year/
[33] https://www.adweek.com/programmatic/3-ways-cmos-can-bolster-cybersecurity-learned-from-when-my-brand-was-hacked/
[33] https://www.adweek.com/digital/bots-will-cost-ecommerce-sites-10-billion-in-2019/
[32] https://www.adweek.com/brand-marketing/what-brands-need-to-understand-about-cancel-culture/
[30] https://www.adweek.com/brand-marketing/infographic-americans-will-buy-more-from-dtc-brands/

Top URLs in Tweet in G1:
[28] https://giphy.com/gifs/adweek-dsZGK0z26Kt57OI2nP
[20] https://www.adweek.com/tv-video/et-reunites-with-elliott-but-for-an-xfinity-ad-not-a-movie-sequel/
[14] https://www.adweek.com/tv-video/et-reunites-with-elliott-but-for-an-xfinity-ad-not-a-movie-sequel/?utm_source=dlvr.it&utm_medium=twitter
[13] https://www.adweek.com/digital/facebook-introduces-facebook-viewpoints-market-research-app-paying-users-for-participating/
[12] https://www.adweek.com/agencies/3-approaches-to-marketing-that-create-award-winning-campaigns/?utm_source=dlvr.it&utm_medium=twitter
[11] https://www.adweek.com/brand-marketing/under-marketing-chief-bruno-cardinali-popeyes-is-eating-its-rivals-lunch/?utm_source=dlvr.it&utm_medium=twitter
[10] https://www.adweek.com/tv-video/fox-sells-out-super-bowl-in-game-inventory-fastest-market-in-9-years/
[10] https://www.adweek.com/creativity/6-of-the-funniest-ads-from-around-the-world-you-may-have-missed-this-year/
[10] https://www.adweek.com/digital/twitter-to-dormant-account-holders-use-em-or-lose-em/
[10] https://www.adweek.com/brand-marketing/viacom-launches-its-first-branded-dtc-online-shops/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[26] https://www.adweek.com/tv-video/et-reunites-with-elliott-but-for-an-xfinity-ad-not-a-movie-sequel/
[15] https://www.adweek.com/creativity/ikeas-first-u-k-holiday-ad-is-a-hilarious-rap-about-how-your-apartment-is-crap/
[14] https://www.adweek.com/tv-video/fox-sells-out-super-bowl-in-game-inventory-fastest-market-in-9-years/
[12] https://www.adweek.com/digital/stockx-taking-over-secondary-merchandise-sales/
[12] https://twinybots.ch/
[11] https://www.adweek.com/brand-marketing/these-3-brands-ingrained-their-core-message-into-every-fiber-of-their-organization/
[10] https://www.adweek.com/creativity/6-of-the-funniest-ads-from-around-the-world-you-may-have-missed-this-year/
[10] https://www.adweek.com/brand-marketing/toys-r-us-relaunches-with-a-model-for-21st-century-retail/
[10] https://www.adweek.com/creativity/squarespace-oscar-the-grouch-sesame-street/
[9] https://www.adweek.com/digital/demystifying-gen-z-are-they-brand-loyal/

Top URLs in Tweet in G3:
[3] https://www.adweek.com/tv-video/et-reunites-with-elliott-but-for-an-xfinity-ad-not-a-movie-sequel/
[2] https://www.adweek.com/digital/malicious-sdks-used-to-access-personal-data-of-twitter-facebook-users/
[2] https://www.adweek.com/digital/bots-will-cost-ecommerce-sites-10-billion-in-2019/
[2] https://www.adweek.com/digital/walmarts-new-ad-champions-the-spark-of-people-in-local-communities/
[1] https://www.adweek.com/digital/global-vp-head-of-content-partnerships-kay-madati-is-leaving-twitter-dec-13/
[1] https://www.adweek.com/digital/demystifying-gen-z-are-they-brand-loyal/
[1] https://www.adweek.com/digital/viagogo-buys-stubhub-from-ebay/
[1] https://www.adweek.com/tv-video/cable-news-readies-for-2020-presidential-election-ratings-bump/
[1] https://www.adweek.com/brand-marketing/how-chobani-making-healthy-food-accessible/
[1] https://www.adweek.com/digital/spotify-heres-how-to-turn-on-data-saver-mode/

Top URLs in Tweet in G4:
[6] https://www.adweek.com/brand-marketing/syndicate-helps-ha-34787/
[2] https://www.nytimes.com/2000/01/07/business/the-media-business-advertising-addenda-hunt-adkins-given-internet-work.html
[2] https://www.dmnews.com/data/news/13093345/castrol-targets-1834-males-online-through-ugo-deal
[1] https://twitter.com/motorious_tv/status/1161803693609668608?s=21
[1] https://twitter.com/motorious_tv/status/1161803693609668608
[1] https://twitter.com/i/web/status/1171557196439719937
[1] https://twitter.com/i/web/status/1198846849907666945
[1] https://twitter.com/i/web/status/1200040375248924672
[1] https://twitter.com/i/web/status/1199195339158360065
[1] https://twitter.com/Adweek/status/1199014171981033472

Top URLs in Tweet in G5:
[2] https://www.adweek.com/tvnewser/scoreboard-tuesday-nov-26/422748/
[2] https://www.adweek.com/tvnewser/the-top-cable-news-programs-of-nov-2019/422603/
[1] https://www.adweek.com/tvnewser/sunday-show-ratings-nov-24/422609/
[1] https://www.adweek.com/tvnewser/once-again-fox-news-and-nbc-earn-a-split-in-the-impeachment-hearing-ratings-department/422055/
[1] https://www.adweek.com/tvnewser/basic-cable-ranker-week-of-nov-11/421708/
[1] https://www.adweek.com/tvnewser/
[1] https://www.adweek.com/tvnewser/nancy-grace-is-bringing-her-siriusxm-radio-show-to-fox-news-streaming-service/422637/
[1] https://www.adweek.com/tvnewser/scoreboard-thursday-nov-21/422193/
[1] https://www.adweek.com/tvnewser/scoreboard-monday-nov-25/422611/
[1] https://www.adweek.com/tvnewser/scoreboard-friday-nov-22/422330/

Top URLs in Tweet in G6:
[6] https://www.adweek.com/tv-video/fox-sells-out-super-bowl-in-game-inventory-fastest-market-in-9-years/
[3] https://www.adweek.com/brand-marketing/toys-r-us-relaunches-with-a-model-for-21st-century-retail/
[2] https://www.adweek.com/brand-marketing/lvmh-buys-tiffany-co-for-16-2-billion/
[2] http://www.adweek.com/?p=1103340
[2] https://www.adweek.com/tv-video/et-reunites-with-elliott-but-for-an-xfinity-ad-not-a-movie-sequel/
[2] https://www.adweek.com/tv-video/inside-the-streaming-services-scheduling-struggles/
[2] https://www.adweek.com/brand-marketing/dunkin-holiday-candle-collection-homesick/
[2] http://www.adweek.com/tvnewser/
[2] https://www.adweek.com/digital/pinterest-reports-322-million-global-monthly-active-users-at-the-end-of-q3/
[1] https://apple.news/PQkiSmUJQ6VqClTISfcjz3d?app=news&at=1000itu&ct=news_catchall&itscg=10703&itsct=news_catchall&linkId=77702874

Top URLs in Tweet in G7:
[50] https://twinybots.ch/
[17] https://www.adweek.com/digital/3-behavioral-and-cultural-shifts-we-saw-on-youtube-in-2019/?utm_medium=nealschaffer
[16] https://www.adweek.com/programmatic/3-ways-cmos-can-bolster-cybersecurity-learned-from-when-my-brand-was-hacked/
[13] https://www.adweek.com/brand-marketing/what-brands-need-to-understand-about-cancel-culture/
[11] https://www.adweek.com/digital/bots-will-cost-ecommerce-sites-10-billion-in-2019/
[11] https://www.adweek.com/digital/facebook-users-switched-on-their-reading-lamps-in-october/
[10] https://www.adweek.com/digital/walmarts-new-ad-champions-the-spark-of-people-in-local-communities/
[9] https://www.adweek.com/brand-marketing/how-chobani-making-healthy-food-accessible/
[8] https://www.adweek.com/digital/demystifying-gen-z-are-they-brand-loyal/
[7] https://www.adweek.com/brand-marketing/toys-r-us-relaunches-with-a-model-for-21st-century-retail/

Top URLs in Tweet in G8:
[8] https://www.adweek.com/digital/snapchat-brings-mix-and-match-apparel-options-to-bitmoji/
[8] https://www.adweek.com/digital/malicious-sdks-used-to-access-personal-data-of-twitter-facebook-users/
[8] https://www.adweek.com/digital/twitter-to-dormant-account-holders-use-em-or-lose-em/
[7] https://www.adweek.com/brand-marketing/under-marketing-chief-bruno-cardinali-popeyes-is-eating-its-rivals-lunch/
[7] https://www.adweek.com/brand-marketing/the-role-of-the-cmo-hasnt-changed-but-the-way-its-carried-out-has/
[7] https://www.adweek.com/brand-marketing/how-chobani-making-healthy-food-accessible/
[7] https://www.adweek.com/creativity/6-of-the-funniest-ads-from-around-the-world-you-may-have-missed-this-year/
[6] https://www.adweek.com/tv-video/fox-sells-out-super-bowl-in-game-inventory-fastest-market-in-9-years/
[5] https://www.adweek.com/digital/pinterest-debuts-pinterestshop-profile-in-advance-of-small-business-saturday/
[5] https://www.adweek.com/digital/former-facebook-cmo-gary-briggs-joins-michael-bloombergs-presidential-campaign/

Top URLs in Tweet in G9:
[4] https://www.adweek.com/agencyspy/?p=160814
[3] https://twitter.com/Adweek/status/1197346081157324806
[2] https://www.adweek.com/agencyspy/heres-what-weve-learned-so-far-from-the-viral-agencies-salary-google-spreadsheet/160829/
[1] http://ow.ly/t28f30ntaHT
[1] https://www.adweek.com/creativity/ikeas-first-u-k-holiday-ad-is-a-hilarious-rap-about-how-your-apartment-is-crap/
[1] https://twitter.com/i/web/status/1199791760718942210
[1] https://www.adweek.com/agencyspy/wpp-parks-its-detroit-agencies-together-in-new-downtown-campus/160807/
[1] https://www.adweek.com/agencyspy/cheil-worldwide-hires-jayanta-jenkins-as-global-executive-creative-director/160794/
[1] https://www.adweek.com/tv-video/et-reunites-with-elliott-but-for-an-xfinity-ad-not-a-movie-sequel/
[1] https://www.adweek.com/agencies/if-you-build-customer-lifetime-value-they-will-come/

Top URLs in Tweet in G10:
[1] https://www.adweek.com/tvnewser/abc-news-reprimands-senior-producer-for-providing-trump-campaign-with-exit-poll-data/351092/

Top Domains
Top Domains in Tweet in Entire Graph:
[2814] adweek.com
[481] twitter.com
[386] adweek.tk
[268] dlvr.it
[160] linkedin.com
[73] twinybots.ch
[58] poptimize.net
[45] upflow.co
[29] giphy.com
[12] socialnetadvantage.com

Top Domains in Tweet in G1:
[898] adweek.com
[386] adweek.tk
[140] twitter.com
[45] upflow.co
[29] giphy.com
[18] linkedin.com
[12] socialnetadvantage.com
[10] google.com
[10] dlvr.it
[9] sage-voices.com

Top Domains in Tweet in G2:
[632] adweek.com
[100] twitter.com
[88] dlvr.it
[12] twinybots.ch
[3] apple.news
[2] slack-redir.net
[2] ow.ly
[2] quuu.co
[2] youtube.com
[2] experian.com

Top Domains in Tweet in G3:
[20] adweek.com

Top Domains in Tweet in G4:
[7] twitter.com
[6] adweek.com
[2] nytimes.com
[2] dmnews.com

Top Domains in Tweet in G5:
[16] adweek.com
[2] twitter.com

Top Domains in Tweet in G6:
[40] adweek.com
[11] twitter.com
[1] apple.news
[1] dy.si

Top Domains in Tweet in G7:
[272] adweek.com
[135] linkedin.com
[50] twinybots.ch
[5] twitter.com

Top Domains in Tweet in G8:
[346] adweek.com
[151] dlvr.it
[65] twitter.com
[3] twinybots.ch
[1] slack-redir.net

Top Domains in Tweet in G9:
[14] adweek.com
[10] twitter.com
[1] ow.ly
[1] youtube.com
[1] usatoday.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[302] marketing
[221] advertising
[189] socialmedia
[72] digitalmarketing
[49] influencermarketing
[48] facebook
[48] smm
[28] pacdigitalsigns
[26] cnnsucks
[26] msnbcsucks



Top Hashtags in Tweet in G1:
[35] marketing
[28] pacdigitalsigns
[16] advertising
[16] socialmedia
[10] digitalmarketing
[9] business
[7] facebook
[5] tech
[5] adweek
[5] instagram

Top Hashtags in Tweet in G2:
[45] advertising
[20] marketing
[19] digitalmarketing
[16] socialmedia
[9] superbowl
[9] adweekchat
[5] theaeronauts
[5] brandweek
[5] facebook
[4] webinar

Top Hashtags in Tweet in G4:
[1] cmo
[1] postmortem
[1] tomogden
[1] csuite
[1] hollywood
[1] rickbieber
[1] boycottnielsen
[1] storytelling

Top Hashtags in Tweet in G5:
[26] cnnsucks
[26] msnbcsucks
[1] kag
[1] maga2020
[1] trump2020
[1] boycottmsnbc

Top Hashtags in Tweet in G6:
[6] superbowl
[3] award
[2] macysparade
[2] markupgrade
[1] brands
[1] advertising
[1] tv
[1] branding
[1] marketing
[1] marketingstrategy

Top Hashtags in Tweet in G7:
[113] marketing
[77] socialmedia
[39] smm
[22] advertising
[16] cybersecurity
[15] internetmarketing
[13] cmos
[13] b2b
[10] contentmarketing
[8] inboundmarketing

Top Hashtags in Tweet in G8:
[123] advertising
[97] marketing
[66] socialmedia
[45] influencermarketing
[26] digitalmarketing
[11] facebook
[10] latestnews
[10] comments
[10] bergnermedia
[6] holiday

Top Hashtags in Tweet in G9:
[1] ai
[1] yellowshoes
[1] marcom
[1] advertising
[1] storytelling
[1] ad
[1] college
[1] papermill
[1] machinelearning

Top Words
Top Words in Tweet in Entire Graph:
[2451] Words in Sentiment List#1: Positive
[1049] Words in Sentiment List#2: Negative
[31] Words in Sentiment List#3: Angry/Violent
[73957] Non-categorized Words
[77459] Total Words
[1529] adweek
[731] year
[551] ad
[541] news
[460] fox

Top Words in Tweet in G1:
[159] adweek
[123] ad
[112] facebook
[90] marketing
[89] twitter
[76] first
[69] brands
[65] more
[62] holiday
[59] christmas

Top Words in Tweet in G2:
[812] adweek
[172] ad
[97] brands
[70] more
[69] marketing
[66] holiday
[65] first
[58] year
[52] brand
[49] billion

Top Words in Tweet in G3:
[552] year
[277] cable
[277] news
[276] fox
[276] marks
[276] 41
[276] straight
[276] months
[276] watched
[276] basic

Top Words in Tweet in G4:
[9] motorious_tv
[7] brendancarrfcc
[7] fcc
[6] cnbc
[6] jfb
[6] islares
[6] nynyvegas
[6] nbcsports
[6] ftc
[6] thejusticedept

Top Words in Tweet in G5:
[121] news
[113] ratings
[108] fox
[88] tvnewshq
[88] watched
[87] tv
[79] nov
[75] seanhannity
[66] viewers
[60] total

Top Words in Tweet in G6:
[25] adweek
[21] game
[15] fox
[15] jasonlynch
[14] super
[14] bowl
[14] sold
[13] 10
[13] time
[12] news

Top Words in Tweet in G7:
[113] #marketing
[101] adweek
[77] #socialmedia
[39] #smm
[36] 2019
[31] brand
[27] ad
[25] youtube
[25] more
[23] behavioral

Top Words in Tweet in G8:
[127] adweek
[123] #advertising
[114] marketing
[97] #marketing
[69] facebook
[66] #socialmedia
[57] news
[55] twitter
[52] ad
[45] #influencermarketing

Top Words in Tweet in G9:
[36] adweek
[28] cindygallop
[22] salary
[21] median
[21] women
[21] men
[20] significant
[20] gap
[20] 82
[20] 250

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[384] fox,news
[288] basic,cable
[282] year,over
[282] over,year
[281] cable,network
[279] news,marks
[279] marks,41
[279] 41,straight
[279] straight,months
[279] months,watched

Top Word Pairs in Tweet in G1:
[45] seen,adweek
[45] adweek,reindeer
[45] reindeer,diversity
[45] diversity,agenda
[45] agenda,topple
[45] topple,christmas
[45] christmas,elf
[33] ad,movie
[32] black,friday
[31] reunites,elliott

Top Word Pairs in Tweet in G2:
[40] adweek,#advertising
[39] holiday,ad
[38] ad,movie
[37] adweek,50
[36] reunites,elliott
[36] elliott,xfinity
[36] xfinity,ad
[36] movie,sequel
[24] 2019,adweek
[23] adweek,opinion

Top Word Pairs in Tweet in G3:
[276] fox,news
[276] news,marks
[276] marks,41
[276] 41,straight
[276] straight,months
[276] months,watched
[276] watched,basic
[276] basic,cable
[276] cable,network
[276] network,year

Top Word Pairs in Tweet in G4:
[6] cnbc,jfb
[6] jfb,islares
[6] islares,nynyvegas
[6] nynyvegas,nbcsports
[6] nbcsports,brendancarrfcc
[6] brendancarrfcc,fcc
[6] fcc,ftc
[6] ftc,thejusticedept
[6] thejusticedept,gop
[6] gop,vericelcorp

Top Word Pairs in Tweet in G5:
[90] fox,news
[87] tv,ratings
[77] tvnewshq,tv
[47] total,viewers
[46] seanhannity,tuckercarlson
[39] watched,shows
[35] viewers,watched
[33] shows,seanhannity
[31] ratings,tue
[31] tue,nov

Top Word Pairs in Tweet in G6:
[14] super,bowl
[7] 10,weeks
[7] adweek,50
[6] bowl,still
[6] still,10
[6] weeks,away
[6] away,fox
[6] fox,already
[6] already,completely
[6] completely,sold

Top Word Pairs in Tweet in G7:
[49] #socialmedia,#marketing
[23] behavioral,cultural
[23] cultural,shifts
[23] shifts,saw
[23] saw,youtube
[23] youtube,2019
[18] #smm,#socialmedia
[16] 2019,#socialmedia
[15] facebook,users
[15] learned,brand

Top Word Pairs in Tweet in G8:
[48] adweek,#advertising
[48] #marketing,news
[42] #advertising,newswire
[27] #socialmedia,#advertising
[25] #marketing,#socialmedia
[23] marshawright,#marketing
[23] #advertising,#influencermarketing
[22] #socialmedia,#influencermarketing
[21] #advertising,#digitalmarketing
[20] marshawright,#advertising

Top Word Pairs in Tweet in G9:
[21] median,salary
[21] salary,women
[20] significant,gap
[20] gap,median
[20] women,82
[20] 82,250
[20] 250,number
[20] number,men
[20] men,clocks
[19] cindygallop,'strategy

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@diegoscotti
@annrubin
@cnbc
@joshsternberg
@alukomnik
@leslieberland
@debkmorrison
@someprickonline
@fritolay

Top Replied-To in G2:
@adweek
@diegoscotti
@sniffydogs
@klemkau
@gj
@jaykrichards
@marianaatencio
@toprank
@kirstenbbaum
@ytadvertisers

Top Replied-To in G4:
@cnbc
@chrija
@ogilvy
@logitech
@mvollmer1
@tesla
@tlmdpr

Top Replied-To in G5:
@shannonbream

Top Replied-To in G6:
@joshsternberg
@toysrus
@vabintel
@ischafer
@jerridgrimm

Top Replied-To in G9:
@alukomnik
@adweek
@anthrofoodie
@minda_smiley
@krogernews
@kimekom
@quefreen_
@cindygallop
@jeanbatthany
@patrickkulp

Top Replied-To in G10:
@viscresponse

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@ingrahamangle
@tvnewshq
@seanhannity
@tuckercarlson
@marshawright
@michelleapeluso
@ibm
@msnbc
@cnn

Top Mentioned in G1:
@brand_icon
@zackwgreenfield
@acueconsulting
@magstweets2
@puglisi
@josephaparker
@theycallmehoz

Top Mentioned in G2:
@adweek
@diegoscotti
@oscarthegrouch
@verizon
@squarespace
@alewnes
@stockx
@awbrandshare
@mkbhd
@pubmatic

Top Mentioned in G3:
@ingrahamangle
@ericfrodgers

Top Mentioned in G4:
@motorious_tv
@brendancarrfcc
@fcc
@jfb
@islares
@nynyvegas
@nbcsports
@ftc
@thejusticedept
@gop

Top Mentioned in G5:
@tvnewshq
@seanhannity
@tuckercarlson
@msnbc
@cnn
@tu
@termc1
@maddow
@thefive
@ingrahamangle

Top Mentioned in G6:
@adweek
@jasonlynch
@ajkatztv
@swodinsky
@sarajerde
@tvnewser
@uppereastrob
@viacom
@pinterest
@lisalacy

Top Mentioned in G7:
@nealschaffer
@evankirstel
@don_mallory
@hebertkonlabs
@photohuang
@melissablive
@rtehrani
@robinyearsley
@findingenvirons
@adweek

Top Mentioned in G8:
@adweek
@marshawright
@bretthyman
@messageplicity
@pinterestshop
@greggthorpe
@marcflood
@propane_digital
@3hti_
@socialprodaily

Top Mentioned in G9:
@adweek
@cindygallop
@agencyspy
@adage
@minda_smiley
@griner
@socialmedia
@paidmediacoffee
@smartbrief
@zanger

Top Mentioned in G10:
@jimdiljes
@carolin75054091
@katalin_pota
@ruenin74
@phroydsworld
@moraloutrage1
@dystopianr
@donnyonyea
@igierzak
@ihatereporters

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@arkangelscrap
@robinsnewswire
@immoralreport
@solutioneer72
@kat4obama
@wrikent3500
@startupsbot
@joefreedomlove
@raybae689

Top Tweeters in G1:
@robinsnewswire
@gatesdigital
@iam__network
@rantoshak
@rolandsmartin
@gabymenta
@uohanalilly
@johnlusher
@carolforden
@thevisitorq

Top Tweeters in G2:
@wrikent3500
@1loriking
@mscontrariansci
@analyticaglobal
@marshacollier
@drrimmer
@dsochoa
@wubsnet
@limecello
@nordstrom

Top Tweeters in G3:
@joefreedomlove
@debrammason1
@saveusrepublic2
@laridor1
@quicksilver2723
@hwholcomb
@willbarrett_1
@pepitobarcelona
@beenewsdaily
@misstree18

Top Tweeters in G4:
@skynews
@cnbc
@bbcworld
@wsj
@ft
@forbes
@honda
@theeconomist
@cnbci
@nbcsports

Top Tweeters in G5:
@raybae689
@lyn1350
@foxnews
@thedailybeast
@cnn
@thetoyman1
@rumijulie
@glennwa1
@plummer4
@51loushelly65

Top Tweeters in G6:
@ottlegalrebels
@avosfrommexico
@joni_looking
@lin_nah
@techmeme
@macys
@joshsternberg
@stirlospace
@ischafer
@mediagazerchat

Top Tweeters in G7:
@arkangelscrap
@evankirstel
@gedespi
@richsimmondsza
@lelkan
@cybersec_feeds
@nicochan33
@colorstreamedia
@padididit
@thehipposhoe

Top Tweeters in G8:
@marshawright
@edjlazar
@trippbraden
@twilli2861
@riyadhalrifai
@explosions2019
@sabinmarketing
@neli_ngqulana
@hugorelly
@_iloveshimsu

Top Tweeters in G9:
@techcrunch
@cindygallop
@corettascottkey
@rbk7o
@adage
@__maryellen
@cockymf
@digiday
@gemmyred
@shaunareporter

Top Tweeters in G10:
@alizardx
@katalin_pota
@godandthebear
@veggie64_leslie
@my2meows
@glambertoo1
@tanyagkasim
@waragainstwomen
@lostdiva
@unityofnature