adweek, Twitter, 7/8/2022 5:28:01 PM, 279200


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adweek_2022-07-08_09-18-35.xlsx
adweek_2022-07-08_09-18-35.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 08, 2022
Short Description:
adweek via NodeXL https://bit.ly/3amVpWP
@adweek
@danielle1855
@tvnewsnow
@seanhannity
@cnn
@mrmeares
@msnbc
@motorious_store
@jessebwatters
@stevesoboroff

Top hashtags:
#canneslions2022
#adweekchat
#analytics
#googleads
#facebookads
#branding
#socialmedia
#media

Description:
Description
The graph represents a network of 4,594 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, 08 July 2022 at 16:26 UTC.

The requested start date was Friday, 08 July 2022 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 14-day, 10-hour, 26-minute period from Thursday, 23 June 2022 at 08:51 UTC to Thursday, 07 July 2022 at 19:17 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 : 4594
Unique Edges : 5563
Edges With Duplicates : 11380
Total Edges : 16943
Number of Edge Types : 5
Tweet : 2781
Retweet : 2718
MentionsInRetweet : 4813
Mentions : 5515
Replies to : 1116
Self-Loops : 2846
Reciprocated Vertex Pair Ratio : 0.0780056292722155
Reciprocated Edge Ratio : 0.144722118612458
Connected Components : 700
Single-Vertex Connected Components : 523
Maximum Vertices in a Connected Component : 3168
Maximum Edges in a Connected Component : 13557
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.637132
Graph Density : 0.000381180462290433
Modularity : 0.373836
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,594 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, 08 July 2022 at 16:26 UTC.

The requested start date was Friday, 08 July 2022 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 14-day, 10-hour, 26-minute period from Thursday, 23 June 2022 at 08:51 UTC to Thursday, 07 July 2022 at 19:17 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:
[28] https://www.adweek.com/creativity/im-not-in-the-c-suite-heres-what-i-got-out-of-cannes-lions/
[28] https://www.adweek.com/brand-marketing/mcdonalds-app-goes-to-camp-to-build-gen-z-loyalty/amp/
[24] https://www.adweek.com/agencies/climate-change-creative-education-must-evolve/
[21] https://www.adweek.com/tvnewser/heres-how-jon-stewart-reacted-to-chris-licht-leaving-late-night-comedy-for-all-day-news/509659/
[21] https://www.adweek.com/commerce/ebay-acquires-nft-marketplace-as-it-expands-into-digital-collectibles/
[20] https://www.adweek.com/brand-marketing/4-ways-brands-are-tapping-into-the-booming-concert-and-festival-landscape/
[19] https://www.adweek.com/media/gmgs-content-marketing-model-is-netting-8-figure-revenues/
[19] https://www.adweek.com/social-marketing/twitter-gwi-study-soccer-world-cup-fans-prior-to-fifa-world-cup-qatar-2022/
[19] https://www.adweek.com/brand-marketing/the-unavoidable-role-for-brands-in-the-battle-over-abortion-rights/
[18] https://www.adweek.com/brand-marketing/how-top-nba-draft-picks-leveraged-college-marketing-deals-in-their-rise-to-the-big-leagues/

Top URLs in Tweet in G1:
[7] https://www.adweek.com/brand-marketing/finally-cologne-smell-like-bacon/
[6] https://www.adweek.com/agencies/greenpeace-climate-protesters-scale-cannes-palais-to-condemn-ad-industrys-fossil-fuel-links/
[6] https://www.adweek.com/creativity/how-the-black-marketing-community-used-juneteenth-to-call-for-change-at-cannes-lions/
[5] https://www.adweek.com/media/cosmo-let-ai-design-its-latest-magazine-cover/?utm_content=bufferfe1b3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.adweek.com/social-marketing/fcc-commissioner-wants-apple-and-google-to-remove-tiktok-from-app-stores-over-data-security-concerns/
[5] https://www.adweek.com/convergent-tv/openap-snowflake-team-up-for-cross-publisher-tv-clean-room/
[5] https://www.pancommunications.com/?post_type=insight&p=18518&preview=true&utm_source=Twitter&utm_medium=Social&utm_campaign=Insights
[5] https://www.adweek.com/media/alo-yoga-now-lets-customers-pay-with-cryptocurrency-and-adds-crypto-paychecks-for-staff/
[4] https://www.adweek.com/agencies/prudentials-creative-account-leaps-from-strawberryfrog-to-mccann/
[4] https://www.adweek.com/creativity/im-not-in-the-c-suite-heres-what-i-got-out-of-cannes-lions/

Top URLs in Tweet in G2:
[13] https://www.adweek.com/programmatic/french-sites-ordered-to-stop-using-google-analytics/
[11] https://www.adweek.com/tvnewser/heres-how-jon-stewart-reacted-to-chris-licht-leaving-late-night-comedy-for-all-day-news/509659/
[10] https://www.adweek.com/commerce/ebay-acquires-nft-marketplace-as-it-expands-into-digital-collectibles/
[10] https://www.adweek.com/brand-marketing/the-unavoidable-role-for-brands-in-the-battle-over-abortion-rights/
[8] https://www.adweek.com/agencies/climate-change-creative-education-must-evolve/
[8] https://www.adweek.com/agencies/how-apple-elevated-product-demos-into-artvertising/
[8] https://www.adweek.com/media/how-spotify-is-keeping-audio-a-brand-safe-play-for-advertisers/
[8] https://www.adweek.com/creativity/here-are-all-27-campaigns-that-won-top-honors-at-the-2022-cannes-lions/
[8] https://tweetedtimes.com/v/296
[7] https://twinybots.ch/

Top URLs in Tweet in G3:
[17] https://www.adweek.com/creativity/im-not-in-the-c-suite-heres-what-i-got-out-of-cannes-lions/
[6] https://www.adweek.com/agencyspy/thursday-stir-116/177452/
[4] https://www.adweek.com/creativity/take-a-look-at-reddits-cannes-activation/#
[4] https://www.adweek.com/brand-marketing/victorias-secret-misses-the-mark-by-pursuing-inclusivity-as-a-tactic-not-a-culture/
[4] https://www.adweek.com/creativity/pinterests-cannes-activation-aims-for-offline-fulfillment/
[4] https://www.adweek.com/agencyspy/wednesday-stir-121/177512/
[4] https://www.adweek.com/agencyspy/advantagesolutions-consolidates-five-agencies-to-form-ecommerce-powerhouse/177404/
[3] https://www.adweek.com/creativity/ryan-reynolds-establishes-new-nonprofit-benefitting-aspiring-underrepresented-creatives/
[3] https://www.adweek.com/agencies/ryan-reynolds-explains-the-sale-and-future-of-his-agency-maximum-effort/?utm_content=bufferee096&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.adweek.com/agencies/prudentials-creative-account-leaps-from-strawberryfrog-to-mccann/

Top URLs in Tweet in G5:
[4] https://www.adweek.com/tvnewser/saturday-june-25-scoreboard-dan-bongino-remains-no-1-in-primetime/509947/
[3] https://www.adweek.com/tvnewser/top-cable-news-shows-of-2021-tucker-carlson-tonight-is-no-1-in-all-categories-for-first-time-ever/496940/
[2] https://www.adweek.com/tvnewser/saturday-june-4-scoreboard-dan-bongino-is-tops-in-primetime/508527/
[2] https://www.adweek.com/tvnewser/here-are-the-top-rated-cable-news-shows-for-q2-2022/510090/
[1] https://www.adweek.com/tvnewser/friday-july-1-scoreboard-the-five-leads-cable-news-on-quiet-night-before-holiday-weekend/510375/
[1] https://www.adweek.com/tvnewser/thursday-june-23-scoreboard-msnbc-cnn-split-first-place-during-jan-6-afternoon-hearing-fox-news-remains-no-1-in-prime/509766/
[1] https://www.adweek.com/tvnewser/week-of-june-13-basic-cable-ranker-fox-news-is-no-1-in-total-viewers-and-among-adults-25-54/509521/
[1] https://www.adweek.com/tvnewser/tuesday-june-28-scoreboard-msnbc-is-most-watched-cable-news-network-in-primetime/510243/
[1] https://www.adweek.com/tvnewser/wednesday-june-22-scoreboard-fox-news-has-5-most-watched-shows-on-cable/509721/
[1] https://www.adweek.com/tvnewser/friday-june-24-scoreboard-fox-news-was-no-1-when-news-of-supreme-courts-decision-to-overturn-roe-v-wade-broke/509928/

Top URLs in Tweet in G6:
[6] https://www.adweek.com/brand-marketing/how-young-creators-are-turning-the-cannes-conversation-to-climate/
[2] https://www.adweek.com/creativity/sxsw-outgrows-austin-roots-aims-for-asia-pacific-expansion-in-australia/
[2] https://twitter.com/Adweek/status/1540081010485956609
[2] https://twitter.com/adweek/status/1540111209197862919
[2] https://www.adweek.com/agencies/climate-change-creative-education-must-evolve/
[1] https://twitter.com/adweek/status/1544744989803982848
[1] https://www.adweek.com/creativity/how-the-black-marketing-community-used-juneteenth-to-call-for-change-at-cannes-lions?utm_content=bufferbc054&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/adweek/status/1544742985635532800
[1] https://twitter.com/adweek/status/1544749016428199938
[1] https://twitter.com/adweek/status/1544751029744349185

Top URLs in Tweet in G7:
[3] https://www.adweek.com/social-marketing/twitter-magna-media-trials-study-brands-path-toward-cultural-relevance/
[2] http://www.guidestar.org/organizations/52-2142491/pop-sustainability.aspx
[2] http://bit.ly/pop_sustainibility
[2] https://archive.epa.gov/epawaste/conserve/materials/tires/web/html/basic.html
[2] https://a-ut0pia.tumblr.com/
[2] https://www.adweek.com/brand-marketing/syndicate-helps-ha-34787/amp/
[2] https://www.nytimes.com/2000/01/07/business/the-media-business-advertising-addenda-hunt-adkins-given-internet-work.html
[2] https://www.adweek.com/performance-marketing/from-reactive-to-holistic-exploring-the-various-levels-of-personalization/
[1] https://www.adweek.com/creativity/im-not-in-the-c-suite-heres-what-i-got-out-of-cannes-lions/
[1] https://twitter.com/onyx_project/status/732211830798602241?s=21

Top URLs in Tweet in G8:
[10] https://www.adweek.com/media/axios-local-tops-1-million-email-subscribers-as-it-eyes-its-24th-city/
[4] https://www.adweek.com/commerce/nerf-introduces-murph-first-mascot/
[3] https://www.adweek.com/programmatic/prebid-of-header-bidding-fame-sees-its-ranks-swell-as-publishers-seek-shop-talk/
[3] https://www.adweek.com/programmatic/amazon-web-services-inks-partnership-with-trade-desks-uid2-cookieless-solution/
[2] https://www.adweek.com/media/google-launches-new-initiatives-to-fund-journalism-while-facebook-reassesses/
[2] https://www.adweek.com/media/gmgs-content-marketing-model-is-netting-8-figure-revenues/
[2] https://www.adweek.com/media/report-details-the-expansion-of-news-deserts-across-the-us/
[2] https://www.adweek.com/programmatic/anyone-can-buy-ads-programmatically-that-presents-risks-in-a-post-roe-world/
[2] https://www.adweek.com/programmatic/this-initiative-aims-to-help-advertisers-fund-journalism-in-times-of-crisis/
[2] https://www.washingtonpost.com/media/2022/06/29/news-deserts-newspapers-democracy/

Top URLs in Tweet in G9:
[4] https://www.adweek.com/brand-marketing/womens-sports-marketing-athletes-unlimited/
[4] https://www.adweek.com/brand-marketing/guinness-storehouse-irish-visitors/
[3] https://www.adweek.com/brand-marketing/how-top-nba-draft-picks-leveraged-college-marketing-deals-in-their-rise-to-the-big-leagues/
[3] https://www.adweek.com/brand-marketing/funny-song-tiktok-hit-story-thomas-hewitt-jones/
[2] https://www.adweek.com/commerce/ebay-acquires-nft-marketplace-as-it-expands-into-digital-collectibles/
[2] https://www.adweek.com/creativity/patrick-stewart-delivers-the-most-moving-leaving-speech-ever-in-tea-ad/
[2] https://www.adweek.com/brand-marketing/brands-european-soccer-digital-marketing/
[1] https://www.adweek.com/brand-marketing/nikes-exuberant-anthem-for-uefa-euro-2022-calls-for-more-backing-of-womens-sports/
[1] https://www.adweek.com/brand-marketing/ally-bank-pledges-equal-opportunity-ad-spend-for-mens-andwomens-sports/
[1] https://www.adweek.com/brand-marketing/facing-growing-competition-and-rising-costs-instacart-looks-to-deliver-on-brand-soul/

Top URLs in Tweet in G10:
[6] https://www.adweek.com/social-marketing/twitter-gwi-study-soccer-world-cup-fans-prior-to-fifa-world-cup-qatar-2022/
[4] https://www.adweek.com/commerce/emplifi-gen-z-wants-more-out-of-their-social-shopping-experiences/
[3] https://www.adweek.com/social-marketing/reddit-hits-the-airwaves-and-other-platforms-with-find-your-people-campaign/
[2] https://www.adweek.com/social-marketing/instagram-details-several-updates-aimed-at-brands-on-its-platform/
[2] https://www.adweek.com/social-marketing/pinterest-ads-arrive-in-argentina-chile-colombia/
[2] https://www.adweek.com/social-marketing/snap-coca-cola-the-kid-laroi-team-up-on-ar-experience/
[2] https://www.adweek.com/social-marketing/aflac-celebrates-summer-solstice-by-bringing-duckvibes-to-tiktok/
[2] https://www.adweek.com/social-marketing/the-hondaverse-comes-to-fortnite-on-twitch/
[2] https://www.adweek.com/media/reddit-acquires-natural-language-processing-company-meaningcloud-europe/
[2] https://www.adweek.com/media/journalists-may-prefer-twitter-but-their-readers-often-do-not/

Top Domains
Top Domains in Tweet in Entire Graph:
[3599] adweek.com
[282] twitter.com
[79] dlvr.it
[48] adweek.us
[36] dy.si
[23] ampproject.org
[22] tvnewscheck.com
[18] linkedin.com
[16] youtube.com
[16] increasesales.info

Top Domains in Tweet in G1:
[730] adweek.com
[74] twitter.com
[8] apple.com
[7] spotify.com
[6] pancommunications.com
[3] adweek.it
[3] google.com
[3] youtube.com
[2] ft.com
[2] okt.to

Top Domains in Tweet in G2:
[784] adweek.com
[51] twitter.com
[22] tvnewscheck.com
[16] linkedin.com
[16] increasesales.info
[13] ampproject.org
[13] tweetedtimes.com
[11] google.com
[8] apple.news
[7] twinybots.ch

Top Domains in Tweet in G3:
[144] adweek.com
[72] twitter.com
[42] adweek.us
[31] dy.si
[5] apple.com
[5] spotify.com
[2] nodexlgraphgallery.org
[1] forms.gle
[1] google.com
[1] stevebizblog.com

Top Domains in Tweet in G5:
[30] adweek.com

Top Domains in Tweet in G6:
[25] adweek.com
[16] twitter.com
[5] youtube.com
[1] wfanet.org
[1] okt.to

Top Domains in Tweet in G7:
[13] adweek.com
[8] tumblr.com
[2] guidestar.org
[2] bit.ly
[2] epa.gov
[2] twitter.com
[2] nytimes.com
[2] nodexlgraphgallery.org
[1] youtube.com
[1] justia.com

Top Domains in Tweet in G8:
[39] adweek.com
[7] twitter.com
[2] washingtonpost.com
[2] nytimes.com
[1] viet-flowers.com
[1] bit.ly
[1] poynter.org
[1] adsfornews.org
[1] tiktok.com

Top Domains in Tweet in G9:
[43] adweek.com
[6] twitter.com
[2] youtube.com

Top Domains in Tweet in G10:
[87] adweek.com
[2] optimine.com
[1] advertisingweek.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[255] canneslions2022
[177] adweekchat
[171] analytics
[171] googleads
[171] facebookads
[156] branding
[88] socialmedia
[80] media
[80] marketing
[76] salesenablement



Top Hashtags in Tweet in G1:
[186] canneslions2022
[50] adweekchat
[22] canneslions
[17] whalaratcannes
[13] marketing
[12] creatoreconomy
[10] branding
[9] cmo
[8] creators
[8] ai

Top Hashtags in Tweet in G2:
[74] pacdigitalsigns
[46] marketing
[34] twittermarketingnews
[17] advertising
[17] socialmedia
[13] smb
[13] inbound
[11] adweek
[9] branding
[9] martech

Top Hashtags in Tweet in G3:
[117] adweekchat
[26] canneslions2022
[16] impactthatmatters
[8] smprofs
[4] canneslions
[4] cannes
[4] reddit
[4] popchat
[3] adweekabroad
[3] womenintech

Top Hashtags in Tweet in G5:
[3] grizzlyarchive
[1] wagner
[1] pas

Top Hashtags in Tweet in G6:
[28] canneslions2022
[9] adweekchat
[8] ai
[7] canneslions
[3] nextgen
[2] pridemonth
[2] sonicbranding
[2] voicefirst
[2] audiobranding
[2] audiomarketing

Top Hashtags in Tweet in G7:
[3] greenspeedindex
[3] recycledcar
[2] personalization
[2] ai
[1] uniti_stores
[1] canneslions2022
[1] nft

Top Hashtags in Tweet in G8:
[5] adtech
[1] marketing
[1] socialmedia
[1] viraltrends
[1] contentmarketing
[1] send
[1] flowers
[1] vietnam
[1] privacyfirst
[1] adsfornews

Top Hashtags in Tweet in G9:
[18] titleix
[12] nil
[4] movelikemilan
[4] seriea
[2] nft
[2] marketing
[1] eurofeminin2022
[1] dublin
[1] ireland
[1] titleix50

Top Hashtags in Tweet in G10:
[13] twitter
[12] instagram
[12] facebook
[10] meta
[7] reddit
[6] tiktok
[5] pinterest
[5] discord
[4] snapchat
[4] twitch

Top Words
Top Words in Tweet in Entire Graph:
[2960] adweek
[984] marketing
[518] advertising
[509] griner
[492] news
[465] re
[441] more
[391] cannes
[378] start
[354] ogilvy

Top Words in Tweet in G1:
[1306] adweek
[186] #canneslions2022
[163] griner
[129] marketing
[115] brand
[115] more
[94] cannes
[92] people
[92] video
[85] greenpeace

Top Words in Tweet in G2:
[182] adweek
[89] marketing
[79] more
[76] cannes
[74] #pacdigitalsigns
[72] twitter
[58] sales
[55] ad
[53] brands
[52] news

Top Words in Tweet in G3:
[683] adweek
[325] griner
[118] jesszafarris
[117] #adweekchat
[114] thatchristinag
[102] vancityreynolds
[92] ladderorg
[78] more
[68] creative
[64] kfc

Top Words in Tweet in G4:
[334] marketing
[334] advertising
[333] re
[333] start
[333] 100m
[333] offers
[333] boron
[333] letters
[333] ogilvy
[333] scientific

Top Words in Tweet in G5:
[268] news
[171] viewers
[170] total
[138] cable
[113] show
[102] fox
[101] ratings
[100] tv
[85] tvnewsnow
[75] averaged

Top Words in Tweet in G6:
[102] adweek
[71] shannonl_miller
[41] hot
[40] industry
[39] first
[39] re
[34] theestallion
[34] megan
[28] #canneslions2022
[27] flamin

Top Words in Tweet in G7:
[10] adweek
[9] twitter
[4] berkeleyrael
[4] dan_kammen
[4] motoriouscph
[4] cfda
[4] ogilvy
[3] motorious_ip
[3] airresources
[3] #greenspeedindex

Top Words in Tweet in G8:
[61] wow
[50] google
[48] adweek
[35] catherineperlo1
[27] facebook
[24] markstenberg3
[23] ad
[21] axios
[21] data
[20] ve

Top Words in Tweet in G9:
[62] adweek
[34] notteham
[23] auprosports
[20] 50th
[20] anniversary
[20] softball
[20] women's
[19] great
[18] #titleix
[18] aux

Top Words in Tweet in G10:
[17] twitter
[15] socialprodaily
[15] adweek
[13] world
[13] #twitter
[12] cup
[12] #instagram
[12] #facebook
[11] more
[10] #meta

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[339] boron,letters
[336] ogilvy,advertising
[335] re,marketing
[335] marketing,start
[335] 100m,offers
[334] start,100m
[334] offers,boron
[334] letters,ogilvy
[334] advertising,scientific
[332] straightlinead,re

Top Word Pairs in Tweet in G1:
[57] greenpeace,storming
[57] storming,palais
[57] palais,video
[57] video,bereccastewart
[57] bereccastewart,#canneslions2022
[57] adweek,greenpeace
[41] adweek,griner
[37] cannes,lions
[32] grand,prix
[26] creative,agency

Top Word Pairs in Tweet in G2:
[38] cannes,lions
[35] increase,sales
[34] adweek,#twittermarketingnews
[31] #twittermarketingnews,courtesy
[27] courtesy,rick
[25] rick,kirkham
[19] kirkham,increase
[16] sales,need
[16] need,help
[16] help,web

Top Word Pairs in Tweet in G3:
[125] adweek,griner
[52] thatchristinag,adweek
[40] jesszafarris,kfc
[38] murphfromnerf,jesszafarris
[33] ladderorg,nonprofit
[29] griner,adweek
[24] adweek,ladderorg
[24] monsters_vincc,murphfromnerf
[22] ladderorg,vancityreynolds
[22] vancityreynolds,dionnadorsey

Top Word Pairs in Tweet in G4:
[333] re,marketing
[333] marketing,start
[333] start,100m
[333] 100m,offers
[333] offers,boron
[333] boron,letters
[333] letters,ogilvy
[333] ogilvy,advertising
[333] advertising,scientific
[332] straightlinead,re

Top Word Pairs in Tweet in G5:
[170] total,viewers
[135] cable,news
[113] news,show
[100] fox,news
[98] tv,ratings
[94] ratings,fox
[84] tvnewsnow,tv
[74] five,averaged
[74] averaged,total
[74] viewers,cable

Top Word Pairs in Tweet in G6:
[29] shannonl_miller,theestallion
[27] flamin,hot
[19] #canneslions2022,adweek
[18] re,first
[18] first,re
[18] re,last
[18] last,panel
[18] panel,pepsico
[18] pepsico,jessica
[18] jessica,spaulding

Top Word Pairs in Tweet in G7:
[3] motorious_ip,airresources
[3] airresources,#greenspeedindex
[3] #greenspeedindex,harvard
[3] harvard,berkeleyrael
[3] berkeleyrael,dan_kammen
[3] dan_kammen,columbia
[3] columbia,#recycledcar
[3] stratus_cirrus,cfdaincubator
[3] motoriouscph,audi
[3] audi,cfda

Top Word Pairs in Tweet in G8:
[40] wow,wow
[20] wow,ve
[20] ve,never
[20] never,seen
[20] seen,google
[20] google,facebook
[20] facebook,throw
[20] throw,shade
[20] shade,each
[20] each,senior

Top Word Pairs in Tweet in G9:
[20] 50th,anniversary
[18] anniversary,#titleix
[18] aux,softball
[18] softball,league
[18] league,women's
[18] women's,sport
[17] #titleix,auprosports
[17] auprosports,aux
[17] sport,broadcast
[17] broadcast,nationally

Top Word Pairs in Tweet in G10:
[12] world,cup
[6] twitter,gwi
[6] gwi,study
[6] study,soccer
[6] soccer,world
[6] cup,fans
[6] fans,prior
[6] prior,fifa
[6] fifa,world
[6] cup,qatar

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@griner
@thatchristinag
@monsters_vincc
@therealcoolmath
@tumblr
@deloitteus
@jesszafarris
@koolnewsbracken
@vancityreynolds

Top Replied-To in G1:
@adweek
@therealcoolmath
@tumblr
@ivonnealdazz
@manscaped
@penguinkid17
@heyimbenton
@simplyarooster
@stephenlepitak
@kateadamspr

Top Replied-To in G3:
@adweek
@griner
@thatchristinag
@deloitteus
@monsters_vincc
@jesszafarris
@juliangumbo
@kfreberg
@vancityreynolds
@luzcorona_

Top Replied-To in G4:
@inboundcash

Top Replied-To in G5:
@amyamidei
@danilocameroh
@ronaaaaaaaldo1
@magaliskywalker
@glauraf4
@ersouza84
@fourthseazon
@pejamrl
@tvnewsnow
@hildrethjayson

Top Replied-To in G6:
@adweek
@griner
@wpp
@debkmorrison
@chrisariens
@bennettdbennett
@thaz7
@wfamarketers
@robfindlay
@shannonl_miller

Top Replied-To in G7:
@motorious_ip
@twitter
@onyx_project
@motorious_nyc
@scruffapp
@adweek
@aeo

Top Replied-To in G8:
@catherineperlo1
@sandracolton
@shannonl_miller
@juddlegum
@michaelkayepr
@vayner_x
@markstenberg3
@burk504
@swodinsky

Top Replied-To in G9:
@notteham
@adweek
@rafelitoc7
@palesnpilsnc
@instacart
@ebay
@jacquesderosena
@rattlesnakerita
@auprosports
@skrill

Top Replied-To in G10:
@peacocktv
@fififofum
@robinppate

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@griner
@straightlinead
@jesszafarris
@ladderorg
@vancityreynolds
@shannonl_miller
@thatchristinag
@mediarings
@tvnewsnow

Top Mentioned in G1:
@adweek
@griner
@bereccastewart
@cannes_lions
@whalar
@tumblr
@karaswisher
@jesszafarris
@emmyliederman
@manscaped

Top Mentioned in G2:
@salestweaker
@projectarmy
@cxintersect
@cloudatalytics
@blueconic
@mujerpescado
@shaunels
@katherine101364
@paranormalnews4

Top Mentioned in G3:
@adweek
@griner
@jesszafarris
@vancityreynolds
@ladderorg
@thatchristinag
@kfc
@murphfromnerf
@dionnadorsey
@emmyliederman

Top Mentioned in G4:
@straightlinead
@russellbrunson

Top Mentioned in G5:
@tvnewsnow
@jessebwatters
@dbongino
@thefive
@tuckercarlson
@tu
@jesseprimetime
@bretbaier
@seanhannity
@ingrahamangle

Top Mentioned in G6:
@adweek
@shannonl_miller
@theestallion
@pepsico
@wfamarketers
@cleancreatives
@gsp
@theesta
@greensolitaire
@futerra

Top Mentioned in G7:
@adweek
@twitter
@berkeleyrael
@dan_kammen
@ogilvy
@airresources
@harvard
@columbia
@kimheismann
@tireindustry

Top Mentioned in G8:
@adweek
@catherineperlo1
@markstenberg3
@jason_kint
@axios
@hiebertpaul
@aexm
@sparrowadvisers
@tinder
@internews

Top Mentioned in G9:
@adweek
@notteham
@auprosports
@rafelitoc7
@darrenheitner
@homeofguinness
@catherinetoolan
@livgolfinv
@acmilan
@nike

Top Mentioned in G10:
@socialprodaily
@adweek
@gwidotcom
@cocacola
@emplifi_io
@snapchat
@robinppate
@cocaco
@spotify
@rga

Top Tweeters
Top Tweeters in Entire Graph:
@511ny
@chidambara09
@bitcoinagile
@_redfrog
@delta
@gojira007x
@evankirstel
@thehill
@jjj5819
@stigmabasen

Top Tweeters in G1:
@_redfrog
@ansisegle
@candenaza98
@mcdonalds
@tacobell
@jimmyroybloom
@annahar
@iggy
@nytimes
@yoda

Top Tweeters in G2:
@bitcoinagile
@stigmabasen
@chronlaw
@dcumoviepage
@news_type_c
@paulwiggins
@lekh27
@nahidalaei
@dianesbaker1
@daggamagazine

Top Tweeters in G3:
@gojira007x
@chipotletweets
@botfemale
@dnk900
@lushcosmetics
@frockyeah
@lechatsavant
@heyprofbow
@buffalogal
@gpublicity1

Top Tweeters in G4:
@whoisplayrx
@iamtobiade
@gq23401
@stephan04999557
@ayiko_justus
@moritheil
@odilitime
@kelznena
@chidinmaobasi9
@tonymuoh

Top Tweeters in G5:
@amcneer
@cherrybaysb
@grizzlyjoeshow
@girlinme
@nymets22
@zzsheyn
@fred7722
@1swinging_voter
@sabrinanc10
@magaliskywalker

Top Tweeters in G6:
@delta
@vrretweeter
@xxx_imdope_
@abcworldnews
@theetinasnow
@chaplinscourage
@beymanll
@shannonl_miller
@mastercard
@tolmeia

Top Tweeters in G7:
@511ny
@kentjlewis
@motogp
@ca_dmv
@f1
@speed
@logitech
@i_am_motorious
@harvard
@nyse

Top Tweeters in G8:
@jjj5819
@vedehimajumdar
@rralstonagile
@prpeep
@mtalpas
@drnurseprof
@kefish
@techcrunch
@socialmedia2day
@dianaruggontv

Top Tweeters in G9:
@walmart
@linzsports
@anthonycanton_3
@shenery2
@noisebox
@espn
@instacart
@crosseyedpiano
@yorkshiretea
@portlandstems

Top Tweeters in G10:
@unklesilk
@madebygoogle
@cocacola
@amys_bus_ticket
@honda
@ahmd_s7
@mentalhretweet
@xfinity
@hulu
@pewresearch


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