adweek, Twitter, 2/20/2019 4:27:45 PM, 187440


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adweek_2019-02-20_07-16-21.xlsx
adweek_2019-02-20_07-16-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 20, 2019
Short Description:
adweek via NodeXL http://bit.ly/2SLHhMV
@adweek
@tamaramccleary
@arkangelscrap
@publicismedia
@marshawright
@_dolemite_
@greggthorpe
@cnn
@wolfgin
@geoff_deweaver

Top hashtags:
#marketing
#advertising
#socialmedia
#influencermarketing
#ai
#smlondon
#blackhistorymonth

Description:
Description
The graph represents a network of 3,383 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, 20 February 2019 at 15:17 UTC.

The requested start date was Wednesday, 20 February 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, 3-hour, 6-minute period from Thursday, 14 February 2019 at 21:54 UTC to Wednesday, 20 February 2019 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 : 3383
Unique Edges : 4032
Edges With Duplicates : 2732
Total Edges : 6764
Number of Edge Types : 3
Mentions : 3529
Tweet : 2961
Replies to : 274
Self-Loops : 2961
Reciprocated Vertex Pair Ratio : 0.0258620689655172
Reciprocated Edge Ratio : 0.0504201680672269
Connected Components : 1232
Single-Vertex Connected Components : 973
Maximum Vertices in a Connected Component : 1649
Maximum Edges in a Connected Component : 3635
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.725114
Graph Density : 0.00029122549471188
Modularity : 0.497035
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[71] https://www.adweek.com/agencies/lee-clow-announces-his-retirement-and-looks-back-on-a-career-that-helped-define-advertising/
[56] https://www.adweek.com/digital/nokia-is-debuting-a-new-web-series-about-the-future-of-tech/
[53] https://www.adweek.com/digital/3-key-advertising-takeaways-from-the-ibm-think-conference/
[52] https://www.adweek.com/agencies/timeline-lee-clows-50-years-in-advertising/
[50] https://www.adweek.com/digital/national-geographic-just-became-the-first-brand-to-top-100-million-instagram-followers/
[45] https://www.adweek.com/brand-marketing/the-role-sustainability-plays-in-creating-campaigns-and-marketing/
[44] https://twitter.com/adweek/status/1097843508721999872
[39] https://www.adweek.com/digital/how-brands-can-remain-in-control-of-their-ever-increasing-data/
[35] https://www.adweek.com/brand-marketing/how-these-9-brands-are-commemorating-black-history-month-this-year/
[34] https://www.adweek.com/agencies/tips-to-help-advertisers-survive-and-thrive-in-the-gig-economy/

Top URLs in Tweet in G1:
[24] https://www.adweek.com/digital/3-key-advertising-takeaways-from-the-ibm-think-conference/
[21] https://www.adweek.com/digital/how-paid-search-can-become-a-top-advertising-strategy-for-brands-and-retailers/
[21] https://www.adweek.com/brand-marketing/the-role-sustainability-plays-in-creating-campaigns-and-marketing/
[20] https://www.adweek.com/agencies/lee-clow-announces-his-retirement-and-looks-back-on-a-career-that-helped-define-advertising/
[20] https://www.adweek.com/agencies/tips-to-help-advertisers-survive-and-thrive-in-the-gig-economy/
[19] https://www.adweek.com/agencies/ogilvy-announces-another-restructuring-in-the-latest-phase-of-its-next-chapter/
[18] https://www.adweek.com/brand-marketing/how-these-9-brands-are-commemorating-black-history-month-this-year/
[18] https://www.adweek.com/programmatic/why-do-advertisers-keep-spending-more-and-more-with-the-walled-gardens/
[18] https://www.adweek.com/brand-marketing/coors-light-toasts-farmers-in-response-to-bud-lights-super-bowl-campaign/
[18] https://www.adweek.com/digital/nba-game-recaps-are-being-added-to-facebook-watch/

Top URLs in Tweet in G2:
[41] https://www.adweek.com/agencies/timeline-lee-clows-50-years-in-advertising/
[34] https://www.adweek.com/digital/national-geographic-just-became-the-first-brand-to-top-100-million-instagram-followers/
[18] https://www.adweek.com/digital/nokia-is-debuting-a-new-web-series-about-the-future-of-tech/
[15] https://www.adweek.com/agencies/behind-the-scenes-turning-the-westminster-dog-show-into-a-social-media-sensation/
[13] https://www.adweek.com/agencies/lee-clow-announces-his-retirement-and-looks-back-on-a-career-that-helped-define-advertising/
[11] https://www.adweek.com/digital/how-brands-can-remain-in-control-of-their-ever-increasing-data/
[11] https://www.adweek.com/brand-marketing/to-keep-your-brand-relevant-follow-these-3-essential-rules/
[10] https://www.adweek.com/brand-marketing/any-brands-not-marketing-in-the-esports-world-is-already-behind-the-curve/
[9] https://www.adweek.com/agencies/ogilvy-announces-another-restructuring-in-the-latest-phase-of-its-next-chapter/
[9] https://www.adweek.com/brand-marketing/the-role-sustainability-plays-in-creating-campaigns-and-marketing/

Top URLs in Tweet in G3:
[5] https://www.adweek.com/agencies/lee-clow-announces-his-retirement-and-looks-back-on-a-career-that-helped-define-advertising/
[4] https://www.adweek.com/brand-marketing/brands-still-have-a-lot-to-learn-about-diversity-and-creating-inclusive-work-environments/
[3] https://twitter.com/erickasriggs/status/1096273608140296192
[3] https://twitter.com/adweek/status/1096039161050603520?s=21
[3] http://www.adweek.com/?p=1023716
[3] https://twitter.com/Adweek/status/1096446668583653379
[3] https://www.adweek.com/agencies/volkswagen-names-johannes-leonardo-lead-creative-agency-in-the-u-s/
[2] https://twitter.com/erickasriggs/status/1094486479282360322
[2] https://twitter.com/adweek/status/1096039161050603520
[2] https://www.adweek.com/brand-marketing/serena-williams-calls-on-women-to-make-the-first-move-in-bumbles-full-super-bowl-spot/

Top URLs in Tweet in G4:
[42] https://twitter.com/adweek/status/1097843508721999872
[6] https://www.adweek.com/tv-video/with-a-fifth-property-brothers-show-due-in-may-drew-and-jonathan-scott-are-master-brand-builders/
[5] https://www.adweek.com/brand-marketing/hate-doing-laundry-no-sweat-tide-just-announced-itll-do-it-for-you/
[3] https://www.adweek.com/programmatic/why-do-advertisers-keep-spending-more-and-more-with-the-walled-gardens/
[2] https://www.adweek.com/digital/a-california-plan-to-make-big-tech-pay-people-for-data-raises-eyebrows/
[1] https://www.adweek.com/brand-marketing/to-keep-your-brand-relevant-follow-these-3-essential-rules/
[1] https://www.adweek.com/digital/amazons-new-program-lets-developers-reward-users-with-gifts-from-the-site/
[1] https://www.adweek.com/agencies/keurig-dr-pepper-selects-initiative-as-media-agency-of-record-for-u-s-and-canada/
[1] https://www.adweek.com/brand-marketing/how-these-9-brands-are-commemorating-black-history-month-this-year/
[1] https://www.adweek.com/brand-marketing/kraft-heinz-cmo-reveals-strategic-thinking-behind-that-free-grocery-store-in-d-c/

Top URLs in Tweet in G5:
[5] https://geoff-de-weaver.mykajabi.com/opt-in
[2] http://geoff-de-weaver.mykajabi.com/opt-in
[2] https://www.adweek.com/brand-marketing/b-is-for-brilliant-how-ihops-stunt-success-started-with-a-better-burger/
[1] https://twitter.com/i/web/status/1097984341534224386
[1] https://twitter.com/i/web/status/1097611912731418625
[1] https://techcrunch.com/2019/02/17/we-take-your-privacy-and-security-seriously/
[1] http://ow.ly/t28f30ntaHT
[1] https://twitter.com/i/web/status/1097450826891776000
[1] https://twitter.com/fasttrackhk/status/1097350690215620608
[1] https://twitter.com/fasttrackhk/status/1097247383564349440

Top URLs in Tweet in G6:
[2] https://www.govinfo.gov/content/pkg/CHRG-115shrg28123/pdf/CHRG-115shrg28123.pdf
[2] https://www.adweek.com/digital/lawmakers-come-short-data-broker-probe-145092/
[1] https://twitter.com/adweek/status/1097971616359821312
[1] https://www.adweek.com/agencies/hearts-science-names-annalect-north-american-chief-executive-erin-matts-as-new-u-s-ceo/
[1] https://twitter.com/i/web/status/1097907330367143936
[1] https://twitter.com/i/web/status/1097896724914413568
[1] https://twitter.com/i/web/status/1097776563708260353
[1] https://twitter.com/i/web/status/868755083202351104
[1] https://twitter.com/i/web/status/1095236737838825477
[1] https://twitter.com/i/web/status/1095466336682049536

Top URLs in Tweet in G7:
[5] https://www.adweek.com/digital/a-california-plan-to-make-big-tech-pay-people-for-data-raises-eyebrows/
[5] https://www.adweek.com/digital/snapchat-heres-how-to-change-your-email-address/
[4] https://www.adweek.com/digital/how-brands-can-remain-in-control-of-their-ever-increasing-data/
[3] https://www.adweek.com/brand-marketing/how-these-9-brands-are-commemorating-black-history-month-this-year/
[3] https://www.adweek.com/creativity/subaru-highlights-the-joys-anxieties-and-lifelong-memories-of-owning-a-forester/
[3] https://www.adweek.com/creativity/this-ad-captures-the-one-thing-every-millennials-dad-does/
[3] https://www.adweek.com/programmatic/why-do-advertisers-keep-spending-more-and-more-with-the-walled-gardens/
[3] https://www.adweek.com/agencies/tips-to-help-advertisers-survive-and-thrive-in-the-gig-economy/
[3] https://www.adweek.com/brand-marketing/the-role-sustainability-plays-in-creating-campaigns-and-marketing/
[3] https://www.adweek.com/digital/snapchat-heres-how-to-change-your-phone-number/

Top URLs in Tweet in G8:
[20] http://www.adweek.com/?p=1002429
[10] http://www.adweek.com/?p=1004074
[7] https://www.adweek.com/digital/3-key-advertising-takeaways-from-the-ibm-think-conference/
[7] http://www.adweek.com/digital/the-grammys-are-bringing-ibm-watsons-artificial-intelligence-to-the-red-carpet/
[4] http://www.adweek.com/digital/winners-playbook-4-ways-to-use-data-smarter/
[2] https://www.adweek.com/digital/will-data-teams-replace-marketing-teams-in-the-near-future/
[1] https://twitter.com/i/web/status/1096444525130723329
[1] http://www.adweek.com/digital/blinded-by-data-science/

Top URLs in Tweet in G9:
[1] http://www.adweek.com/?p=1001238

Top URLs in Tweet in G10:
[10] https://www.adweek.com/?p=1023933
[9] https://www.adweek.com/digital/nokia-is-debuting-a-new-web-series-about-the-future-of-tech/
[7] https://www.adweek.com/digital/3-key-advertising-takeaways-from-the-ibm-think-conference/
[3] https://www.adweek.com/digital/a-california-plan-to-make-big-tech-pay-people-for-data-raises-eyebrows/
[1] https://www.adweek.com/digital/even-at-a-gadget-conference-messaging-and-voice-are-making-their-mark/
[1] https://twitter.com/adweek/status/1097907464115273728
[1] https://twitter.com/i/web/status/1096455866495184896
[1] https://twitter.com/i/web/status/1096374863420407809
[1] https://www.adweek.com/digital/mobile-payment-app-alipay-is-coming-to-walgreens/

Top Domains
Top Domains in Tweet in Entire Graph:
[3223] adweek.com
[693] twitter.com
[112] snip.ly
[85] lnkd.in
[66] dy.si
[38] google.com
[36] dlvr.it
[26] poptimize.net
[13] marketingdirecto.com
[8] nitro-net.com

Top Domains in Tweet in G1:
[1691] adweek.com
[251] twitter.com
[93] snip.ly
[80] lnkd.in
[51] dy.si
[25] dlvr.it
[24] google.com
[11] marketingdirecto.com
[8] nitro-net.com
[5] lifecism.com

Top Domains in Tweet in G2:
[506] adweek.com
[107] twitter.com
[11] dlvr.it
[5] jphogan.org
[3] webcasts.com
[2] adweek.it
[2] google.com
[1] marketermoves.com
[1] instagram.com
[1] talkingbiznews.com

Top Domains in Tweet in G3:
[48] adweek.com
[44] twitter.com
[3] redef.com
[1] lnkd.in
[1] instagram.com
[1] apple.com

Top Domains in Tweet in G4:
[43] twitter.com
[30] adweek.com

Top Domains in Tweet in G5:
[8] twitter.com
[7] mykajabi.com
[2] adweek.com
[1] techcrunch.com
[1] ow.ly

Top Domains in Tweet in G6:
[9] twitter.com
[3] adweek.com
[2] govinfo.gov

Top Domains in Tweet in G7:
[129] adweek.com
[6] twitter.com
[1] pardot.com

Top Domains in Tweet in G8:
[51] adweek.com
[1] twitter.com

Top Domains in Tweet in G9:
[1] adweek.com

Top Domains in Tweet in G10:
[31] adweek.com
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[264] marketing
[193] advertising
[104] socialmedia
[75] influencermarketing
[70] ai
[57] smlondon
[53] blackhistorymonth
[49] adweek
[43] propertybrothers
[43] foreverhome



Top Hashtags in Tweet in G1:
[85] marketing
[65] advertising
[25] tcasocial
[21] follo4follo
[21] follow
[19] adweek
[19] pacdigitalsigns
[18] socialmedia
[18] startup
[18] reviews

Top Hashtags in Tweet in G2:
[21] blackhistorymonth
[12] marketing
[10] digitalmarketing
[8] advertising
[8] adweek
[7] sxsw
[7] webinar
[6] ibmthink2019
[6] brandweek
[5] paidsearch

Top Hashtags in Tweet in G3:
[14] blackhistorymonth
[2] legend
[2] gsp
[2] lovelee
[1] csulbsoc
[1] diversity
[1] inclusion
[1] scpobdw
[1] superbowl2019
[1] hellotokindness

Top Hashtags in Tweet in G4:
[42] propertybrothers
[42] foreverhome
[3] tca19
[1] blackhistorymonth

Top Hashtags in Tweet in G5:
[9] success
[7] newbusiness
[7] growth
[7] innovation
[2] entrepreneur
[2] thetimeisnow
[1] design
[1] socialmediamarketing
[1] facebook
[1] privacy

Top Hashtags in Tweet in G6:
[3] teamhearts
[2] motoriousdriverslicense
[2] troysystemscheckprinters

Top Hashtags in Tweet in G7:
[99] advertising
[90] marketing
[68] socialmedia
[62] influencermarketing
[26] tech
[24] news
[24] klout
[3] ads
[3] jamesmarsden
[3] nachofries

Top Hashtags in Tweet in G8:
[30] marketing
[21] ai
[10] sustainability
[10] leadership
[10] branding
[1] fintech
[1] blockchain
[1] digitaltransformation

Top Hashtags in Tweet in G10:
[11] data
[10] blockchain
[10] ai
[3] bigdata
[3] alipay
[3] fintech
[1] sxsw
[1] artificialintelligence
[1] ibmthink2019
[1] think2019

Top Words
Top Words in Tweet in Entire Graph:
[3085] Words in Sentiment List#1: Positive
[731] Words in Sentiment List#2: Negative
[27] Words in Sentiment List#3: Angry/Violent
[75656] Non-categorized Words
[79474] Total Words
[1473] adweek
[989] s
[556] new
[532] marketing
[509] advertising

Top Words in Tweet in G1:
[530] s
[321] adweek
[248] new
[233] advertising
[223] marketing
[214] brands
[146] brand
[122] more
[121] data
[104] social

Top Words in Tweet in G2:
[669] adweek
[103] s
[97] brand
[84] new
[70] lee
[70] clow
[70] brands
[62] marketing
[62] swodinsky
[51] creative

Top Words in Tweet in G3:
[90] adweek
[58] lee
[43] dereklwalker
[32] clow
[28] s
[28] patrickcoffee
[27] thank
[27] _clow
[24] much
[19] zanger

Top Words in Tweet in G4:
[59] mrsilverscott
[58] show
[47] hgtv
[44] new
[43] excited
[42] re
[42] propertybrothers
[42] foreverhome
[42] premiering
[42] 29th

Top Words in Tweet in G5:
[18] adage
[15] adweek
[9] success
[7] check
[7] out
[7] newbusiness
[7] growth
[7] innovation
[7] massive
[7] 2019

Top Words in Tweet in G6:
[19] wpp
[19] adweek
[17] iab
[17] twittermktg
[17] mediapost
[17] adtech
[17] publicisgroupe
[17] afraid
[17] take
[17] twtr

Top Words in Tweet in G7:
[106] advertising
[92] marketing
[73] news
[68] socialmedia
[68] s
[62] influencermarketing
[60] newswire
[45] marshawright
[34] tech
[24] klout

Top Words in Tweet in G8:
[32] marketing
[28] tamaramccleary
[21] ai
[20] prepare
[20] media
[20] strategy
[20] survive
[20] focused
[20] world
[19] machinelea

Top Words in Tweet in G9:
[93] publicismedia
[48] esports
[47] head
[47] gaming
[47] chad_deluca
[47] shares
[47] 5
[47] powerful
[47] ways
[47] connect

Top Words in Tweet in G10:
[23] tech
[18] advertising
[17] 3
[17] key
[17] takeaways
[17] ibm
[17] think
[17] conference
[15] adweek
[14] california

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[209] lee,clow
[126] u,s
[118] new,york
[99] super,bowl
[99] role,sustainability
[98] sustainability,plays
[98] plays,creating
[97] black,history
[97] history,month
[97] creating,campaigns

Top Word Pairs in Tweet in G1:
[79] u,s
[78] lee,clow
[73] new,york
[65] super,bowl
[56] role,sustainability
[55] sustainability,plays
[55] plays,creating
[55] creating,campaigns
[55] campaigns,marketing
[48] black,history

Top Word Pairs in Tweet in G2:
[70] lee,clow
[50] swodinsky,adweek
[41] tbwa's,creative
[41] creative,legend
[41] legend,retires
[41] retires,lee
[41] clow,leaves
[41] leaves,legacy
[41] legacy,unlike
[40] adweek,tbwa's

Top Word Pairs in Tweet in G3:
[32] lee,clow
[17] black,history
[17] history,month
[15] thank,adweek
[15] adweek,zanger
[15] zanger,shining
[15] shining,light
[15] light,black
[15] month,experiment
[15] experiment,much

Top Word Pairs in Tweet in G4:
[42] re,excited
[42] excited,new
[42] new,propertybrothers
[42] propertybrothers,show
[42] show,foreverhome
[42] foreverhome,premiering
[42] premiering,29th
[42] 29th,hgtv
[41] mrsilverscott,re
[17] mrdrewscott,mrsilverscott

Top Word Pairs in Tweet in G5:
[8] adweek,adage
[7] check,out
[7] out,newbusiness
[7] newbusiness,growth
[7] growth,innovation
[7] innovation,massive
[7] massive,success
[7] success,2019
[7] 2019,cc
[6] cc,adage

Top Word Pairs in Tweet in G6:
[17] adweek,iab
[17] iab,twittermktg
[17] twittermktg,mediapost
[17] mediapost,adtech
[17] adtech,wpp
[17] wpp,publicisgroupe
[17] publicisgroupe,afraid
[17] afraid,take
[17] take,twtr
[17] twtr,those

Top Word Pairs in Tweet in G7:
[60] advertising,newswire
[45] marketing,news
[34] socialmedia,influencermarketing
[32] marketing,socialmedia
[32] socialmedia,advertising
[28] advertising,influencermarketing
[26] marshawright,advertising
[24] tech,news
[24] news,klout
[18] marshawright,marketing

Top Word Pairs in Tweet in G8:
[20] prepare,media
[20] media,strategy
[20] strategy,survive
[20] survive,ai
[20] ai,focused
[20] focused,world
[20] world,marketing
[19] tamaramccleary,prepare
[19] marketing,machinelea
[10] role,sustainability

Top Word Pairs in Tweet in G9:
[47] head,gaming
[47] gaming,esports
[47] esports,publicismedia
[47] publicismedia,chad_deluca
[47] chad_deluca,shares
[47] shares,5
[47] 5,powerful
[47] powerful,ways
[47] ways,connect
[47] connect,consumers

Top Word Pairs in Tweet in G10:
[17] 3,key
[17] key,advertising
[17] advertising,takeaways
[17] takeaways,ibm
[17] ibm,think
[17] think,conference
[14] california,plan
[14] plan,make
[14] make,big
[14] big,tech

Top Replied-To
Top Replied-To in Entire Graph:
@swodinsky
@adweek
@tcapr
@bmw
@nadinedietz1
@dereklwalker
@nielsen
@ad_recruiter
@secupp
@creativetweets

Top Replied-To in G1:
@tcapr

Top Replied-To in G2:
@swodinsky
@adweek
@kellymakena
@benkesslen
@creativetweets
@parismartineau
@griner
@cgartenberg
@bijanstephen
@grahamstarr

Top Replied-To in G3:
@adweek
@dereklwalker
@ad_recruiter
@girlsday312
@cortezbrothers
@_clow
@mr_mcfly
@swodinsky
@gsp
@vw

Top Replied-To in G4:
@adweek
@slash

Top Replied-To in G5:
@whatsgoodman
@dominos
@nike
@nikestore

Top Replied-To in G6:
@saltzmanjason
@i_am_motorious

Top Replied-To in G7:
@adweek
@microsoft

Top Replied-To in G10:
@digitalmstream

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@mrsilverscott
@publicismedia
@chad_deluca
@marshawright
@hgtv
@dereklwalker
@tvnewshq
@tamaramccleary
@patrickcoffee

Top Mentioned in G1:
@brand_icon
@startup_mentor
@totallypinned
@ntechyel
@ceo_coach
@gregory_clay
@dsgphoto
@robertoyanezjr
@twistedankle3

Top Mentioned in G2:
@adweek
@swodinsky
@whsorg
@zachweismann
@nascar
@magthecollect
@adfreak
@neilpatel
@hennessyus
@bethenny

Top Mentioned in G3:
@adweek
@dereklwalker
@patrickcoffee
@_clow
@zanger
@griner
@tbwa
@askmixedcompany
@cortezbrothers
@vanngraves

Top Mentioned in G4:
@mrsilverscott
@hgtv
@adweek
@mrdrewscott
@propertybrother
@tide
@jasonlynch
@joshsternberg
@duffmckagan
@axlrose

Top Mentioned in G5:
@adage
@adweek
@a
@geoff_deweaver
@marketingweeked
@fastcompany
@techcrunch
@matthewluhn
@getadimo
@vranicawsj

Top Mentioned in G6:
@wpp
@adweek
@iab
@twittermktg
@mediapost
@adtech
@publicisgroupe
@stormisuponus
@hearts_science
@omnicom

Top Mentioned in G7:
@marshawright
@tacobell
@adweek
@edaccessible
@google
@automat_inc
@richieetwaru
@michaeljdepalma
@adxmedia
@burgerking

Top Mentioned in G8:
@tamaramccleary
@dd_jessica_
@bill_iot
@yuhelenyu
@thomaspower
@stratorob
@mobina
@mobinauten
@conkers3
@bshrivastav

Top Mentioned in G9:
@publicismedia
@chad_deluca
@adweek

Top Mentioned in G10:
@adweek
@diofavatas
@marshacollier
@evankirstel
@jolaburnett
@sallyeaves
@dig
@digitalmstream
@martyswant
@stevendickens3

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@arkangelscrap
@sahelhkj
@go2webmarketing
@eaglestarnet
@deejayiwan
@tacobell
@evankirstel
@3rdrockhome
@gatesdigital

Top Tweeters in G1:
@go2webmarketing
@eaglestarnet
@gatesdigital
@airiters
@marciojmsilva
@schestowitz
@pops131
@uohanalilly
@solusnan1
@bankinformer

Top Tweeters in G2:
@arkangelscrap
@sahelhkj
@lelkan
@maccocktail
@johnczer1
@wise_diva
@data_nerd
@yoda
@reneevoicebrand
@2xaught7

Top Tweeters in G3:
@mediaredef
@cindygallop
@andrea_r
@elevenslay
@anniemal
@theacecapade
@markusnieminen
@kegill
@darrenmartinii
@noahmallin

Top Tweeters in G4:
@marilyn_deane
@abbybickleyikes
@yashar
@joshsternberg
@jimsterling
@cowleaf13
@lynnea58
@barbosapinto
@dianajmanwaring
@octy66

Top Tweeters in G5:
@geoff_deweaver
@dominos
@nytimes
@nikestore
@mashable
@inc
@jjjjpi4444
@fastcompany
@forbes
@techcrunch

Top Tweeters in G6:
@lovecovfefe2020
@rayann2320
@ft
@mediapost
@jonella_moore
@qlover18
@menshealthmag
@lakelady568
@medpass37
@i_am_motorious

Top Tweeters in G7:
@marshawright
@tacobell
@dolahnm
@annwalthour
@combatsespoir
@edaccessible
@zarifaroberson
@gothsexygina
@riyadhalrifai
@mialis79

Top Tweeters in G8:
@4everanimalz1
@thomaspower
@mjoehlerich
@7wdata
@chicago2503
@mpalmer3270
@zenon8703
@chocodonte
@tamaramccleary
@adamoprogresso

Top Tweeters in G9:
@communalcongres
@sarcasm_tanay
@chad_deluca
@wandereview
@luisitohu7
@christian_1_m
@jackhevans55
@publicismedia
@waterempresss
@commoditymm

Top Tweeters in G10:
@evankirstel
@3rdrockhome
@marshacollier
@richsimmondsza
@akwyz
@colorstreamedia
@edimosip
@padididit
@thehipposhoe
@big_data_flow


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