adweek, Twitter, 6/25/2021 11:55:43 PM, 257712


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adweek_2021-06-25_10-11-14.xlsx
adweek_2021-06-25_10-11-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 25, 2021
Short Description:
adweek via NodeXL https://bit.ly/3h1Zdfw
@adweek
@bts_twt
@jasonlynch
@ajkatztv
@gadiooumoul
@marshawright
@mediagazerchat
@socialprodaily
@iamamnanawaz
@unknownorigins9

Top hashtags:
#marketing
#socialmedia
#advertising
#influencermarketing
#adweekchat
#analytics

Description:
Description
The graph represents a network of 4,397 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, 25 June 2021 at 17:16 UTC.

The requested start date was Friday, 25 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 9-day, 2-hour, 0-minute period from Tuesday, 15 June 2021 at 17:29 UTC to Thursday, 24 June 2021 at 19:29 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 : 4397
Unique Edges : 4746
Edges With Duplicates : 9831
Total Edges : 14577
Number of Edge Types : 5
Mentions : 3398
Tweet : 3136
MentionsInRetweet : 4605
Retweet : 2672
Replies to : 766
Self-Loops : 3157
Reciprocated Vertex Pair Ratio : 0.0532418001525553
Reciprocated Edge Ratio : 0.101100811123986
Connected Components : 792
Single-Vertex Connected Components : 607
Maximum Vertices in a Connected Component : 3096
Maximum Edges in a Connected Component : 11426
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.171678
Graph Density : 0.00035717958911103
Modularity : 0.389629
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,397 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, 25 June 2021 at 17:16 UTC.

The requested start date was Friday, 25 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 9-day, 2-hour, 0-minute period from Tuesday, 15 June 2021 at 17:29 UTC to Thursday, 24 June 2021 at 19:29 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:
[53] https://www.adweek.com/brand-marketing/25-lgbtq-leaders-making-a-meaningful-difference-in-media-marketing-tech-and-beyond/
[42] https://www.adweek.com/performance-marketing/6-seo-tools-every-small-business-owner-should-know/
[38] https://www.adweek.com/performance-marketing/how-mcdonalds-altered-its-strategy-for-the-bts-meal-and-broke-its-social-engagement-records/
[36] https://www.adweek.com/programmatic/google-grants-a-stay-of-execution-in-the-death-of-the-cookie/
[34] https://www.adweek.com/tvnewser/pbs-newshour-promotes-senior-national-correspondent-amna-nawaz-to-chief-correspondent/481081/
[33] https://www.adweek.com/brand-marketing/the-5th-paradigm-of-marketing-is-emerging-what-that-means-for-advertisers/
[27] https://www.adweek.com/creativity/what-will-win-big-at-cannes-lions-2021-international-creatives-predict/
[24] https://www.adweek.com/social-marketing/facebook-extends-shops-to-whatsapp-marketplace/
[23] https://www.adweek.com/media/twitter-enables-ios-users-to-share-tweets-to-instagram-stories/
[22] https://www.adweek.com/programmatic/ad-tech-is-facing-the-loss-of-another-important-signal-the-ip-address/

Top URLs in Tweet in G1:
[21] https://www.adweek.com/brand-marketing/25-lgbtq-leaders-making-a-meaningful-difference-in-media-marketing-tech-and-beyond/
[13] https://www.adweek.com/programmatic/google-grants-a-stay-of-execution-in-the-death-of-the-cookie/
[12] https://event.adweek.com/elevate-experiential-and-creativity-2021/
[12] https://www.adweek.com/creativity/what-will-win-big-at-cannes-lions-2021-international-creatives-predict/
[11] https://www.adweek.com/brand-marketing/british-flower-brand-wants-to-normalize-men-receiving-flowers/
[11] https://event.adweek.com/adweek-at-home-2021/
[9] https://www.adweek.com/performance-marketing/how-social-listening-speaks-to-brands-and-improves-consumer-targeting/
[8] https://www.adweek.com/brand-marketing/the-5th-paradigm-of-marketing-is-emerging-what-that-means-for-advertisers/
[8] https://www.adweek.com/brand-marketing/why-every-marketer-should-prioritize-personal-brand/
[8] https://www.adweek.com/brand-marketing/consider-the-machine-learning-approach-as-you-dive-into-ai/

Top URLs in Tweet in G2:
[38] https://www.adweek.com/performance-marketing/6-seo-tools-every-small-business-owner-should-know/
[21] https://tweetedtimes.com/v/296?s=tnp
[14] https://www.adweek.com/brand-marketing/the-5th-paradigm-of-marketing-is-emerging-what-that-means-for-advertisers/
[11] https://www.adweek.com/brand-marketing/these-clever-billboards-are-at-dog-eye-level-to-promote-jinxs-first-deal-with-target/
[11] https://www.adweek.com/social-marketing/facebook-extends-shops-to-whatsapp-marketplace/
[10] https://www.adweek.com/programmatic/google-grants-a-stay-of-execution-in-the-death-of-the-cookie/
[9] https://www.adweek.com/media/tiktok-releases-2-psas-for-world-sea-turtle-day/
[9] https://www.adweek.com/convergent-tv/nielsen-to-release-monthly-snapshot-of-total-tv-time/
[9] https://www.adweek.com/brand-marketing/25-lgbtq-leaders-making-a-meaningful-difference-in-media-marketing-tech-and-beyond/
[9] https://www.adweek.com/media/twitter-enables-ios-users-to-share-tweets-to-instagram-stories/

Top URLs in Tweet in G3:
[22] https://www.adweek.com/performance-marketing/how-mcdonalds-altered-its-strategy-for-the-bts-meal-and-broke-its-social-engagement-records/
[2] https://www.adweek.com/performance-marketing/how-mcdonalds-altered-its-strategy-for-the-bts-meal-and-broke-its-social-engagement-records/amp/?__twitter_impression=true

Top URLs in Tweet in G4:
[9] https://www.adweek.com/agencies/advertising-industry-awards-still-have-not-addressed-the-racial-reckoning/
[8] https://www.adweek.com/brand-marketing/from-secret-code-to-stereotype-the-evolution-of-lgbtq-representation-in-advertising/
[7] https://www.adweek.com/social-marketing/facebook-extends-shops-to-whatsapp-marketplace/
[7] https://www.adweek.com/programmatic/ad-tech-is-facing-the-loss-of-another-important-signal-the-ip-address/
[5] https://www.adweek.com/creativity/what-will-win-big-at-cannes-lions-2021-international-creatives-predict/
[5] https://twitter.com/adweek/status/1405611156874670085
[5] https://www.adweek.com/brand-marketing/taj-alavi-former-uber-and-chime-exec-is-now-global-head-of-marketing-at-spotify/
[4] https://www.adweek.com/agencies/grey-london-promotes-celeste-dalairac-to-ecd/
[4] https://event.adweek.com/elevate-experiential-and-creativity-2021
[4] https://www.adweek.com/convergent-tv/michelle-lee-allures-top-editor-heads-to-netflix/

Top URLs in Tweet in G5:
[3] https://www.eventbrowse.com/
[2] https://www.send2press.com/wire/?p=72941
[2] https://www.poll-vaulter.com/buzzfeed-cuts-loose-47-on-huffpost-team/
[2] http://www.adweek.com/news/press/contently-introduces-online-magazine-cover-content-marketing-150422
[2] https://twitter.com/adweek/status/1405584287332810755
[1] https://www.send2press.com/wire/?p=72738
[1] http://www.fiverr.com/177958881?utm_campaign=gigs_show&utm_medium=shared&utm_source=copy_link&utm_term=QdgkPy
[1] https://www.poll-vaulter.com/democratic-group-will-pour-20-million-into-voting-rights-efforts/@PrioritiesUSA
[1] https://www-forbes-com.cdn.ampproject.org/c/s/www.forbes.com/sites/iese/2021/06/19/a-post-truth-world-why-ronaldo-did-not-move-coca-cola-share-price/amp/
[1] https://www.adweek.com/performance-marketing/heres-what-happened-when-adweeks-tech-team-played-secret-santa-on-prime-day/

Top URLs in Tweet in G6:
[30] https://www.adweek.com/tvnewser/pbs-newshour-promotes-senior-national-correspondent-amna-nawaz-to-chief-correspondent/481081/
[11] https://www.adweek.com/tvnewser/cbs-news-promotes-rick-jefferson-to-svp-of-news-operations/481059/
[3] https://www.adweek.com/convergent-tv/nielsen-to-release-monthly-snapshot-of-total-tv-time/
[3] https://www.adweek.com/convergent-tv/disney-shifts-all-new-original-series-releases-from-fridays-to-wednesdays/
[3] https://www.adweek.com/tvspy/detroit-meteorologist-threatens-to-reveal-discrimination-at-cbs-during-live-forecast/232278/
[3] https://www.adweek.com/tvspy/ny-mag-article-reveals-ugly-side-of-local-tv-newsrooms/232397/
[3] https://www.adweek.com/tvnewser/natalie-morales-anne-thompson-sam-brock-dr-john-torres-will-join-nbc-olympics-roster-of-reporters-this-summer/481090/
[3] https://www.adweek.com/tvnewser/natalie-morales-anne-thompson-sam-brock-dr-john-torres-will-join-nbc-olympics-roster-of-reporters-this-summer/481090/?utm_content=position_2&utm_source=postup&utm_medium=email&utm_campaign=TVNewser_Newsletter_210616150127&lyt_id=76056
[2] https://www.adweek.com/convergent-tv/jimmy-kimmel-lands-naming-rights-to-new-la-bowl-college-football-bowl-game/
[2] https://www.adweek.com/tvnewser/norah-odonnell-yamiche-alcindor-earn-washington-women-in-journalism-awards/481636/

Top URLs in Tweet in G7:
[1] https://www.adweek.com/brand-marketing/fans-are-your-brands-greatest-asset-if-you-can-spark-an-emotional-connection/
[1] https://twitter.com/Adweek/status/1405284105122574336

Top URLs in Tweet in G8:
[17] https://twinybots.ch/
[13] https://www.adweek.com/brand-marketing/is-this-what-crypto-tv-ads-look-like/
[7] https://www.adweek.com/social-marketing/loreal-usa-teams-up-with-over-20-pinterest-creators/
[6] https://www.adweek.com/agencies/ad-council-psas-highlight-struggles-joys-of-dadication-in-unscripted-campaign/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Adfreak+%28Adfreak%29
[6] https://www.adweek.com/media/clubhouses-icon-gets-a-new-look/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Adfreak+%28Adfreak%29
[5] https://www.adweek.com/media/youtube-people-turned-to-live-simultaneous-viewing-during-the-pandemic/
[5] https://www.adweek.com/brand-marketing/consumers-demand-and-these-brands-deliver-on-sustainability/
[5] https://www.adweek.com/brand-marketing/omsom-is-on-a-mission-to-reclaim-asian-flavors-in-grocery-stores/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Adfreak+%28Adfreak%29
[4] https://www.adweek.com/brand-marketing/unilever-marketing-chiefs-call-on-brands-to-make-a-difference-on-the-frontline/
[4] https://www.adweek.com/convergent-tv/michelle-lee-allures-top-editor-heads-to-netflix/

Top URLs in Tweet in G9:
[7] https://www.adweek.com/brand-marketing/the-5th-paradigm-of-marketing-is-emerging-what-that-means-for-advertisers/
[4] https://www.adweek.com/social-marketing/mr-peanut-anthony-anderson-shake-it-like-dad-for-fathers-day/
[3] https://www.adweek.com/media/mark-zuckerberg-unfriended-by-glassdoors-top-ceos-in-2021-list/
[2] https://www.adweek.com/media/facebook-removes-network-in-ethiopia-for-coordinated-inauthentic-behavior/
[2] https://www.adweek.com/social-marketing/facebook-instagram-back-black-owned-businesses-for-juneteenth/
[2] https://www.adweek.com/social-marketing/google-youtube-roll-out-several-tools-for-small-and-midsized-businesses/
[2] https://www.adweek.com/media/twitter-tests-ways-for-users-to-untag-unmention-themselves-from-tweets-conversations/
[2] https://www.adweek.com/media/twitter-enables-ios-users-to-share-tweets-to-instagram-stories/
[2] https://www.adweek.com/media/twitter-how-to-share-a-tweet-to-instagram-stories-on-ios/
[2] https://www.adweek.com/media/twitter-begins-taking-applications-for-early-testers-of-ticketed-spaces-super-follows/

Top URLs in Tweet in G10:
[14] https://www.adweek.com/brand-marketing/25-lgbtq-leaders-making-a-meaningful-difference-in-media-marketing-tech-and-beyond/
[3] https://www.adweek.com/brand-marketing/5-risks-of-performative-pride-allyship-for-brands-to-keep-in-mind-this-june/
[3] https://twitter.com/adweek/status/1406768874956148736
[1] https://www.adweek.com/creativity/editors-letter-something-to-celebrate/
[1] https://twitter.com/chuckleddy/status/1407398783000977409
[1] https://www.adweek.com/creativity/from-secret-code-to-stereotype-the-evolution-of-lgbtq-representation-in-advertising/
[1] https://twitter.com/Adweek/status/1406768874956148736
[1] https://www.adweek.com/inside-the-brand/5-skills-to-help-make-you-a-more-empathetic-marketer/

Top Domains
Top Domains in Tweet in Entire Graph:
[4023] adweek.com
[226] twitter.com
[113] linkedin.com
[48] google.com
[43] tweetedtimes.com
[21] dlvr.it
[18] twinybots.ch
[15] webcasts.com
[14] ampproject.org
[10] youtube.com

Top Domains in Tweet in G1:
[666] adweek.com
[32] twitter.com
[3] apple.com
[3] linkedin.com
[2] spotify.com
[2] dy.si
[2] webcasts.com
[2] google.com
[2] fiverr.com
[2] adfilmtv.org

Top Domains in Tweet in G2:
[1427] adweek.com
[89] twitter.com
[43] tweetedtimes.com
[31] google.com
[23] linkedin.com
[21] dlvr.it
[9] tvnewscheck.com
[7] ampproject.org
[5] fiverr.com
[4] techmeme.com

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

Top Domains in Tweet in G4:
[150] adweek.com
[45] twitter.com
[13] webcasts.com
[3] youtube.com
[2] linkedin.com
[2] mountain.com
[1] change.org
[1] apple.com
[1] presskitchen.com
[1] thelionssharefund.com

Top Domains in Tweet in G5:
[8] adweek.com
[7] twitter.com
[3] send2press.com
[3] poll-vaulter.com
[3] eventbrowse.com
[1] fiverr.com
[1] ampproject.org
[1] theverge.com
[1] techcrunch.com
[1] cision.com

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

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

Top Domains in Tweet in G8:
[403] adweek.com
[17] twinybots.ch

Top Domains in Tweet in G9:
[98] adweek.com
[2] techmeme.com
[1] bit.ly

Top Domains in Tweet in G10:
[20] adweek.com
[5] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[476] marketing
[404] socialmedia
[304] advertising
[260] influencermarketing
[220] adweekchat
[204] analytics
[170] googleads
[167] facebookads
[143] takebackyourlife
[103] growthhacking



Top Hashtags in Tweet in G1:
[81] adweekelevate
[78] adweekchat
[76] adweekathome
[57] canneslions
[44] pridestars
[19] amazonport
[11] ai
[10] euro2020
[10] marketing
[9] lgbtq

Top Hashtags in Tweet in G2:
[143] takebackyourlife
[54] marketing
[51] pacdigitalsigns
[36] business
[33] entrepreneurship
[33] businessownership
[22] adweek
[21] advertising
[18] marketingnews
[18] onerevamp

Top Hashtags in Tweet in G3:
[1] btsarmy

Top Hashtags in Tweet in G4:
[96] adweekchat
[16] canneslions
[15] webinar
[11] adweekelevate
[10] adweekathome
[7] onlineshopping
[7] socialcommerce
[7] onlinebiz
[6] pridestars
[5] canneslions2021

Top Hashtags in Tweet in G5:
[5] marketingtwitter
[4] conferences
[4] events
[2] socialmedia
[2] technology
[2] marketing
[2] creativeleadership
[2] creativitywithoutfrontiers
[1] foodbusiness
[1] social

Top Hashtags in Tweet in G6:
[2] asknewser
[2] pakistaniamerican
[1] streaming
[1] cannes2021
[1] hydroxychloroquine
[1] projectveritas
[1] aapi
[1] aapiheritagemonth
[1] womeninnews
[1] leadership

Top Hashtags in Tweet in G7:
[6] robloxlaunchsaservers
[1] lego
[1] fuckrthro

Top Hashtags in Tweet in G8:
[372] marketing
[335] socialmedia
[254] influencermarketing
[251] advertising
[93] growthhacking
[76] socialmediamarketing
[68] startup
[68] saas
[63] seo
[63] contentmarketing

Top Hashtags in Tweet in G9:
[15] instagram
[13] facebook
[12] marketing
[12] socialmedia
[10] digitalmarketing
[10] growthhacking
[8] tiktok
[7] twitter
[6] snapchat
[6] diversity

Top Hashtags in Tweet in G10:
[6] alwaysproud
[5] pridestars
[2] pride
[2] marketing
[2] pride2021
[2] empathymarketing
[1] outvertisingawards2021
[1] outvertising
[1] representationmatters
[1] lgbtq

Top Words
Top Words in Tweet in Entire Graph:
[2600] adweek
[1707] content
[1092] marketing
[935] brand
[716] top
[543] vp
[526] bts_twt
[525] engagement
[520] became
[518] according

Top Words in Tweet in G1:
[1144] adweek
[264] live
[235] amazonads
[163] lisa
[163] granatstein
[142] year
[141] more
[131] marketing
[126] brand
[124] best

Top Words in Tweet in G2:
[237] marketing
[149] adweek
[143] #takebackyourlife
[114] more
[105] brand
[84] brands
[79] business
[79] ad
[69] tiktok
[64] top

Top Words in Tweet in G3:
[1483] content
[511] marketing
[501] engagement
[499] mcdonald
[498] bts_twt
[496] brand
[495] mcd
[494] according
[494] vp
[494] became

Top Words in Tweet in G4:
[640] adweek
[96] #adweekchat
[74] more
[50] brands
[50] brand
[47] griner
[46] juliangumbo
[43] one
[40] year
[40] marketing

Top Words in Tweet in G5:
[32] adweek
[8] adage
[7] 2021
[6] content
[6] forbes
[5] send2press
[5] #marketingtwitter
[5] best
[5] today
[4] bw

Top Words in Tweet in G6:
[75] news
[29] iamamnanawaz
[25] part
[25] team
[21] correspondent
[21] grateful
[19] cbs
[19] tvnewser
[18] local
[16] more

Top Words in Tweet in G7:
[133] roblox
[103] insideroblox
[101] intheheights
[96] adweek
[20] success
[20] virtual
[20] christina
[20] wootton
[18] following
[18] block

Top Words in Tweet in G8:
[372] #marketing
[346] #socialmedia
[254] #influencermarketing
[251] #advertising
[162] news
[135] newswire
[106] marshawright
[93] #growthhacking
[76] #socialmediamarketing
[68] #startup

Top Words in Tweet in G9:
[18] adweek
[15] #instagram
[14] facebook
[13] #facebook
[13] #socialmedia
[12] instagram
[12] #marketing
[11] businesses
[10] tiktok
[10] next

Top Words in Tweet in G10:
[45] adweek
[33] trevellanderson
[25] lgbtq
[23] janetmock
[23] theebillyporter
[22] leaders
[22] katiemartell
[21] one
[21] pride
[21] danjlevy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[499] marketing,brand
[499] vp,marketing
[497] brand,content
[497] top,content
[496] according,mcdonald
[496] mcdonald,vp
[496] content,engagement
[496] engagement,bts_twt
[496] bts_twt,content
[496] content,became

Top Word Pairs in Tweet in G1:
[163] lisa,granatstein
[163] granatstein,adweek
[161] amazonads,lisa
[94] best,practices
[92] adweek,group
[92] group,best
[92] practices,creating
[92] creating,live
[92] live,immersive
[92] immersive,content

Top Word Pairs in Tweet in G2:
[43] see,more
[40] tools,small
[37] small,business
[35] seo,tools
[34] cannes,lions
[34] top,story
[34] website,rankings
[33] business,started
[33] started,improving
[33] improving,website

Top Word Pairs in Tweet in G3:
[494] according,mcdonald
[494] mcdonald,vp
[494] vp,marketing
[494] marketing,brand
[494] brand,content
[494] content,engagement
[494] engagement,bts_twt
[494] bts_twt,content
[494] content,became
[494] became,mcd

Top Word Pairs in Tweet in G4:
[20] bts_twt,meal
[18] super,interesting
[18] interesting,writing
[18] writing,mcdonalds'
[18] mcdonalds',strategy
[18] strategy,bts_twt
[18] meal,sweet
[18] sweet,merch
[18] merch,releases
[18] releases,around

Top Word Pairs in Tweet in G5:
[4] adage,adweek
[4] selection,best
[4] best,global
[4] global,#conferences
[4] #conferences,today
[4] today,jun
[4] jun,17
[4] 17,2021
[4] 2021,includes
[4] includes,#events

Top Word Pairs in Tweet in G6:
[21] news,grateful
[21] grateful,part
[21] part,team
[20] iamamnanawaz,news
[16] news,operations
[13] rick,jefferson
[12] read,more
[10] cbs,news'
[10] news',rick
[10] jefferson,promoted

Top Word Pairs in Tweet in G7:
[86] roblox,adweek
[83] insideroblox,intheheights
[83] intheheights,roblox
[20] christina,wootton
[18] following,success
[18] success,intheheights
[18] intheheights,virtual
[18] virtual,block
[18] block,party
[18] party,roblox

Top Word Pairs in Tweet in G8:
[159] #marketing,news
[135] #advertising,newswire
[112] #socialmedia,#advertising
[107] #advertising,#influencermarketing
[93] #socialmedia,#growthhacking
[92] #marketing,#socialmedia
[84] #socialmedia,#influencermarketing
[76] #growthhacking,#socialmediamarketing
[68] #socialmediamarketing,#startup
[68] #startup,#saas

Top Word Pairs in Tweet in G9:
[10] #socialmedia,#growthhacking
[7] 5th,paradigm
[7] paradigm,#marketing
[7] #marketing,emerging
[7] emerging,means
[6] #diversity,#equity
[6] #equity,#inclusion
[6] over,next
[6] means,advertisers
[5] tools,small

Top Word Pairs in Tweet in G10:
[19] lgbtq,leaders
[18] pride,stars
[16] one,adweek's
[16] adweek's,2021
[16] media,marketing
[15] 2021,pride
[15] marketing,tech
[15] leaders,making
[14] mrtimchan,janetmock
[13] janetmock,lcrigs

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@insideroblox
@lauren_southern
@juliangumbo
@princessology
@adamilenich
@amazonads
@w3sts0ul
@chithukral
@katiemartell

Top Replied-To in G1:
@adweek
@lauren_southern
@amazonads
@kimberleykates
@thomasdriesen
@mappymappytwit
@geoffreyhantson
@chithukral
@awhna
@dangoldgeier

Top Replied-To in G4:
@adweek
@juliangumbo
@princessology
@adamilenich
@chithukral
@griner
@yoitsro
@theadrianmolina
@toda
@levnation20

Top Replied-To in G5:
@adweek
@alexr22427446
@socialmediaweek
@steveewhite
@fox26houston

Top Replied-To in G6:
@tvspynews
@drjohntorres

Top Replied-To in G7:
@insideroblox
@w3sts0ul
@adweek
@collosusdev
@isabell18677436
@strawbe04213590
@choiois
@guilher40414819
@ashna72031464
@aniquineitor231

Top Replied-To in G9:
@mrpeanut

Top Replied-To in G10:
@katiemartell
@trevellanderson
@chuckleddy
@megalegamurph
@romeocandido
@mizzbritta
@alexcoheninla
@mrtimchan
@jdaykin
@adweek

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@bts_twt
@shadow_twts
@amazonads
@roblox
@marshawright
@intheheights
@insideroblox
@griner
@easyi331

Top Mentioned in G1:
@adweek
@amazonads
@primevideo
@twitch
@beautybycarlaaa
@rajarajamannar
@lifewtr
@abinbev
@facebook
@adobe

Top Mentioned in G2:
@shxymxn
@cstorenews_
@bertblancheton
@valara155123
@cloudatalytics
@cbdme6
@zackwgreenfield
@chriscbeyer
@chedjoukm

Top Mentioned in G3:
@bts_twt
@shadow_twts
@90_cestlavie
@minimonistudios
@adweek
@ksj_mm

Top Mentioned in G4:
@adweek
@griner
@shannonl_miller
@toda
@juliangumbo
@jesszafarris
@bts_twt
@thatchristinag
@mcdonalds
@cartoonnetwork

Top Mentioned in G5:
@adweek
@adage
@forbes
@send2press
@bw
@fastcompany
@socialmediaweek
@amaboston
@techcrunch
@wongdoody

Top Mentioned in G6:
@iamamnanawaz
@tvnewser
@tvspynews
@cbsnewspress
@jasonlynch
@adweek
@ajkatztv
@drjohntorres
@kelseymsutton
@nbcnews

Top Mentioned in G7:
@roblox
@intheheights
@adweek
@insideroblox
@playadoptme
@rixxytech
@kevy41919058
@isabell18677436
@kayiaatham

Top Mentioned in G8:
@marshawright
@easyi331
@senitih
@adweek
@vizmedia
@alexavery
@scorpionmannu

Top Mentioned in G9:
@adweek
@socialprodaily
@easyi331
@9number9
@havas
@snerlich
@ralexjimenez
@havasmedia
@glassdoor
@pinterest

Top Mentioned in G10:
@adweek
@trevellanderson
@janetmock
@theebillyporter
@danjlevy
@laraisuncool
@mrtimchan
@ashleempreston
@katiemartell
@lcrigs

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@filafresh
@marshawright
@alhanda
@o2
@british_airways
@lt38
@bitcoinagile
@rarebre3d
@5fec93919a544d3

Top Tweeters in G1:
@o2
@5fec93919a544d3
@kimvie
@amuraovonn
@macooz
@sinzubaba
@arifsetia2013d
@nycknp
@simonlporter
@eldokshe

Top Tweeters in G2:
@justiceoutcry
@jackiedeburca
@jchapman1729
@pekkalooking
@persiankittenz
@uohanalilly
@paulwiggins
@aitchceea
@mikeyangus
@zzsheyn

Top Tweeters in G3:
@linnie_myname
@taekookiestar
@kookmybabyangel
@monotan7
@myspringdayobts
@hyyhislove
@shayne_capili13
@jiminloveurself
@th0r_sh0t
@kirana_dns

Top Tweeters in G4:
@gojira007x
@1loriking
@mcdonalds
@jeanettacsheehy
@ami_tvdfan
@dantresomi
@ansisegle
@mediaredef
@overanalystvera
@zimrirosas

Top Tweeters in G5:
@business
@fox10phoenix
@nytimes
@mashable
@abc13houston
@khou
@washingtonpost
@fox26houston
@politico
@wsj

Top Tweeters in G6:
@dgendvil
@mulher_noticia
@costanzo740
@quintinoncamera
@webnowcompany
@samy45
@nbcnews
@uninoticias
@mother_rell
@newshour

Top Tweeters in G7:
@tardis_yoda
@rinestonerblx
@milkypitaya
@itskoiske
@sephiyroth
@talkotitusville
@joshanon
@m1theonly1
@roblox
@rixxytech

Top Tweeters in G8:
@marshawright
@alhanda
@bitcoinagile
@sudeepkhatri
@john_siracusa
@hollowmanseries
@johnapp63499667
@combatsespoir
@gadiooumoul
@onomsalam2pas

Top Tweeters in G9:
@coder_487
@jfsebastian146
@sustaintrends
@education_24x7
@vrretweeter
@nhl
@techmeme
@derickson
@tealtalk
@ralexjimenez

Top Tweeters in G10:
@notingshaw
@lestes1242
@turner_tasha
@hidama
@theblerdgurl
@kaploded
@kathia_woods
@itskac
@theslaygawd
@laraisuncool


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