adweek, Twitter, 7/1/2022 4:47:58 PM, 278872


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adweek_2022-07-01_09-18-35.xlsx
adweek_2022-07-01_09-18-35.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 01, 2022
Short Description:
adweek via NodeXL https://bit.ly/3bFk3ST
@adweek
@coleisnugatory
@tvnewsnow
@tvnewser
@kropnwot
@cnn
@mrmeares
@hiebertpaul
@msnbc
@alpacathedappa

Top hashtags:
#canneslions2022
#analytics
#googleads
#facebookads
#branding
#canneslions
#socialmedia
#salesenablement

Description:
Description
The graph represents a network of 4,661 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, 01 July 2022 at 16:27 UTC.

The requested start date was Friday, 01 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 12-day, 8-hour, 52-minute period from Saturday, 18 June 2022 at 10:57 UTC to Thursday, 30 June 2022 at 19:50 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 : 4661
Unique Edges : 5608
Edges With Duplicates : 10650
Total Edges : 16258
Number of Edge Types : 5
Replies to : 886
Mentions : 4375
Tweet : 2671
MentionsInRetweet : 5338
Retweet : 2988
Self-Loops : 2718
Reciprocated Vertex Pair Ratio : 0.0611468311245243
Reciprocated Edge Ratio : 0.115246692222085
Connected Components : 712
Single-Vertex Connected Components : 549
Maximum Vertices in a Connected Component : 3570
Maximum Edges in a Connected Component : 13889
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.864432
Graph Density : 0.000372325193160671
Modularity : 0.383012
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,661 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, 01 July 2022 at 16:27 UTC.

The requested start date was Friday, 01 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 12-day, 8-hour, 52-minute period from Saturday, 18 June 2022 at 10:57 UTC to Thursday, 30 June 2022 at 19:50 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:
[109] https://www.adweek.com/commerce/nerf-introduces-murph-first-mascot/
[34] https://www.adweek.com/lostremote/hulu-whats-coming-july-2022/62690
[28] https://www.adweek.com/creativity/im-not-in-the-c-suite-heres-what-i-got-out-of-cannes-lions/
[23] https://www.adweek.com/agencies/gen-zs-purchases-and-actions-are-influencing-all-consumers/
[23] https://www.adweek.com/media/cosmo-let-ai-design-its-latest-magazine-cover/
[22] https://www.adweek.com/programmatic/amazon-web-services-inks-partnership-with-trade-desks-uid2-cookieless-solution/
[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/
[21] https://twitter.com/Adweek/status/1537884649984122882
[21] https://twitter.com/adweek/status/1537884649984122882

Top URLs in Tweet in G1:
[14] https://www.adweek.com/commerce/nerf-introduces-murph-first-mascot/?utm_content=buffera1561&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[14] https://www.adweek.com/agencies/dentsu-is-blending-all-of-its-global-creative-shops-together-to-form-dentsu-creative/?utm_content=bufferfe327&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://event.adweek.com/adweek-abroad-in-cannes-2022/2013197
[6] https://www.adweek.com/brand-marketing/finally-cologne-smell-like-bacon/
[6] https://www.adweek.com/media/alo-yoga-now-lets-customers-pay-with-cryptocurrency-and-adds-crypto-paychecks-for-staff/
[6] https://www.adweek.com/agencies/publicis-chief-metaverse-officer-is-a-lion-named-leon/
[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/brand-marketing/media-isnt-dismantling-harmful-gender-stereotypes-says-un-study/
[5] https://www.adweek.com/commerce/ebay-acquires-nft-marketplace-as-it-expands-into-digital-collectibles/
[5] https://www.adweek.com/creativity/ryan-reynolds-establishes-new-nonprofit-benefitting-aspiring-underrepresented-creatives/

Top URLs in Tweet in G2:
[18] https://www.adweek.com/creativity/im-not-in-the-c-suite-heres-what-i-got-out-of-cannes-lions/
[8] https://www.adweek.com/tvnewser/heres-how-jon-stewart-reacted-to-chris-licht-leaving-late-night-comedy-for-all-day-news/509659/
[5] https://twitter.com/Adweek/status/1538869322562543616
[4] https://www.adweek.com/creativity/take-a-look-at-reddits-cannes-activation/#
[4] https://www.adweek.com/agencies/twitter-brings-back-revamped-twitter-innovators-awards-for-agencies/amp/
[4] https://www.adweek.com/creativity/pinterests-cannes-activation-aims-for-offline-fulfillment/
[4] https://www.adweek.com/tvnewser/msnbc-names-alex-wagner-host-of-msnbcs-9-pm-hour-tuesdays-fridays/509896/
[4] https://www.adweek.com/tvnewser/nbc-news-now-anchor-joe-fryer-named-nlgja-journalist-of-the-year/509696/
[4] https://www.adweek.com/agencies/agencies-equitable-inside-and-out-ranaverse/
[3] https://www.adweek.com/agencies/dentsu-is-blending-all-of-its-global-creative-shops-together-to-form-dentsu-creative/?utm_content=bufferfe327&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[15] https://twitter.com/adweek/status/1537884649984122882
[15] https://twitter.com/Adweek/status/1537884649984122882
[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/programmatic/french-sites-ordered-to-stop-using-google-analytics/
[9] https://www.adweek.com/agencies/publicis-chief-metaverse-officer-is-a-lion-named-leon/
[9] https://www.adweek.com/media/cosmo-let-ai-design-its-latest-magazine-cover/
[8] https://www.adweek.com/brand-marketing/jones-soda-launches-full-flavor-full-dose-soft-drinks-with-a-cannabis-kick/
[8] https://www.adweek.com/social-marketing/fcc-commissioner-wants-apple-and-google-to-remove-tiktok-from-app-stores-over-data-security-concerns/
[7] https://www.adweek.com/agencies/dentsu-is-blending-all-of-its-global-creative-shops-together-to-form-dentsu-creative/

Top URLs in Tweet in G4:
[6] https://www.adweek.com/brand-marketing/how-young-creators-are-turning-the-cannes-conversation-to-climate/
[5] https://www.adweek.com/brand-marketing/womens-sports-marketing-athletes-unlimited/
[4] https://www.adweek.com/brand-marketing/guinness-storehouse-irish-visitors/
[4] https://www.adweek.com/brand-marketing/climate-issues-wrestle-their-way-to-the-forefront-at-cannes-2022/
[4] https://www.adweek.com/convergent-tv/how-media-companies-celebrate-pride-amidst-lgbtq-backlash/
[2] https://www.adweek.com/brand-marketing/brands-european-soccer-digital-marketing/
[2] https://www.adweek.com/brand-marketing/brands-fund-anti-lgbtq-lawmakers-pride/
[2] https://www.adweek.com/brand-marketing/brands-sponsor-pride-funding-anti-lgbtq-politicians/
[2] https://twitter.com/Adweek/status/1540081010485956609
[2] http://www.adweek.com/?p=920097

Top URLs in Tweet in G5:
[2] https://twitter.com/Adweek/status/1537884649984122882
[2] https://www.adweek.com/commerce/nerf-introduces-murph-first-mascot/?utm_content=buffera1561&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://twitter.com/adweek/status/1537884649984122882
[1] https://www.adweek.com/creativity/queen-latifah-on-why-she-took-the-its-bigger-than-me-campaign-on-tour/

Top URLs in Tweet in G6:
[9] https://www.adweek.com/media/axios-local-tops-1-million-email-subscribers-as-it-eyes-its-24th-city/
[4] https://www.adweek.com/programmatic/amazon-web-services-inks-partnership-with-trade-desks-uid2-cookieless-solution/
[3] https://www.adweek.com/programmatic/prebid-of-header-bidding-fame-sees-its-ranks-swell-as-publishers-seek-shop-talk/
[2] https://www.adweek.com/media/google-launches-new-initiatives-to-fund-journalism-while-facebook-reassesses/
[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/social-marketing/reddit-hits-the-airwaves-and-other-platforms-with-find-your-people-campaign/
[2] https://www.washingtonpost.com/media/2022/06/29/news-deserts-newspapers-democracy/
[2] https://www.nytimes.com/2022/06/29/business/media/local-newspapers-pandemic.html?searchResultPosition=1
[1] https://www.adweek.com/creativity/take-a-look-at-reddits-cannes-activation/

Top URLs in Tweet in G7:
[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/tuesday-june-21-scoreboard-msnbc-cnn-split-first-place-during-jan-6-hearings-fox-news-no-1-in-prime-total-day/509617/
[2] https://www.adweek.com/tvnewser/saturday-june-4-scoreboard-dan-bongino-is-tops-in-primetime/508527/
[1] https://www.adweek.com/tvnewser/fox-news-q2-2020-ratings-tucker-carlson-averaged-4-3-million-viewers-in-the-8-p-m-hour-the-largest-audience-in-cable-news-history/446144/
[1] https://www.adweek.com/tvnewser/monday-june-27-scoreboard-tucker-carlson-the-five-split-first-place/510096/
[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/

Top URLs in Tweet in G8:
[97] https://www.adweek.com/commerce/nerf-introduces-murph-first-mascot/
[4] https://www.adweek.com/commerce/kraft-macaroni-cheese-classic-comfort-food-new-name-box/
[2] https://www.adweek.com/commerce/brand-purpose-goes-into-hibernation/
[2] https://www.adweek.com/commerce/nerf-introduces-murph-first-mascot/?utm_content=buffera1561&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://bit.ly/3Nmxt3N
[1] https://twitter.com/MurphFromNerf/status/1539988524543492100
[1] https://www.adweek.com/agencies/coinbases-floating-qr-code-wins-the-direct-grand-prix-at-cannes-lions/
[1] https://www.adweek.com/creativity/ryan-reynolds-establishes-new-nonprofit-benefitting-aspiring-underrepresented-creatives/
[1] https://www.adweek.com/commerce/kraft-macaroni-cheese-classic-comfort-food-new-name-box/?utm_source=postup&utm_medium=email&utm_campaign=Adweekender_Newsletter_220625092049&recip_id=1798041&lyt_id=1798041
[1] https://www.adweek.com/commerce/why-brands-astrology-connect-with-consumers/?utm_content=212127332&utm_medium=social&utm_source=twitter&hss_channel=tw-2690534130

Top URLs in Tweet in G9:
[2] https://www.adweek.com/creativity/ryan-reynolds-establishes-new-nonprofit-benefitting-aspiring-underrepresented-creatives/#
[2] https://www.adweek.com/creativity/ryan-reynolds-establishes-new-nonprofit-benefitting-aspiring-underrepresented-creatives/?linkId=170175617
[2] https://www.adweek.com/creativity/ryan-reynolds-establishes-new-nonprofit-benefitting-aspiring-underrepresented-creatives/
[1] https://dy.si/HZKiR
[1] https://dy.si/dDeKQm2
[1] https://dy.si/MhaGY
[1] https://www.adweek.com/creativity/ryan-reynolds-establishes-new-nonprofit-benefitting-aspiring-underrepresented-creatives/?linkId=170183189
[1] https://twitter.com/i/web/status/1542535856648384512
[1] https://dy.si/hbg9p
[1] https://dy.si/1Rbk3

Top URLs in Tweet in G10:
[4] https://www.adweek.com/programmatic/amazon-web-services-inks-partnership-with-trade-desks-uid2-cookieless-solution/
[1] http://adfilmtv.org/?edition_id=029de500-f87f-11ec-9961-fa163e6ccaff
[1] http://adfilmtv.org/?edition_id=30cf8c60-efda-11ec-9961-fa163e6ccaff
[1] http://adfilmtv.org/?edition_id=af5bcbe0-f235-11ec-9961-fa163e6ccaff
[1] http://adfilmtv.org/?edition_id=d9ba8f60-f2fe-11ec-9961-fa163e6ccaff
[1] http://adfilmtv.org/?edition_id=c4425900-f6ec-11ec-9961-fa163e6ccaff
[1] http://adfilmtv.org/?edition_id=5b1aeef0-f0a3-11ec-9961-fa163e6ccaff
[1] http://adfilmtv.org/?edition_id=84de5cd0-f16c-11ec-9961-fa163e6ccaff
[1] http://adfilmtv.org/?edition_id=04ed44b0-f3c8-11ec-9961-fa163e6ccaff
[1] http://adfilmtv.org/?edition_id=3d0d9ba0-f491-11ec-9961-fa163e6ccaff

Top Domains
Top Domains in Tweet in Entire Graph:
[3494] adweek.com
[365] twitter.com
[70] dlvr.it
[36] dy.si
[27] adweek.us
[17] apple.com
[15] tvnewscheck.com
[15] google.com
[13] spotify.com
[12] adfilmtv.org

Top Domains in Tweet in G1:
[609] adweek.com
[81] twitter.com
[9] apple.com
[8] spotify.com
[4] youtube.com
[3] webcasts.com
[3] firstthingsfirst2020.org
[2] ft.com
[2] google.com
[2] okt.to

Top Domains in Tweet in G2:
[227] adweek.com
[87] twitter.com
[22] adweek.us
[3] ampproject.org
[2] apple.com
[1] spotify.com
[1] okt.to
[1] pancommunications.com
[1] instagram.com
[1] bit.ly

Top Domains in Tweet in G3:
[848] adweek.com
[94] twitter.com
[15] tvnewscheck.com
[12] google.com
[8] increasesales.info
[7] apple.news
[7] linkedin.com
[6] twinybots.ch
[6] ampproject.org
[5] adweek.us

Top Domains in Tweet in G4:
[76] adweek.com
[16] twitter.com
[1] youtube.com
[1] scoutlab.com
[1] prweek.com
[1] vimeo.com

Top Domains in Tweet in G5:
[4] twitter.com
[3] adweek.com

Top Domains in Tweet in G6:
[36] adweek.com
[7] twitter.com
[2] washingtonpost.com
[2] nytimes.com
[1] poynter.org
[1] adsfornews.org
[1] npr.org

Top Domains in Tweet in G7:
[26] adweek.com

Top Domains in Tweet in G8:
[112] adweek.com
[1] bit.ly
[1] twitter.com

Top Domains in Tweet in G9:
[29] dy.si
[12] adweek.com
[2] twitter.com
[1] tiktok.com
[1] yr.com

Top Domains in Tweet in G10:
[12] adfilmtv.org
[7] adweek.com
[2] twitter.com
[1] fraudlogix.com
[1] oohtoday.com
[1] poll-vaulter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[490] canneslions2022
[165] analytics
[164] googleads
[163] facebookads
[123] branding
[88] canneslions
[72] socialmedia
[69] salesenablement
[67] pacdigitalsigns
[65] marketing



Top Hashtags in Tweet in G1:
[220] canneslions2022
[38] adweekabroad
[25] canneslions
[25] adweekchat
[12] marketing
[11] canneslions22
[11] advertising
[8] ai
[6] branding
[5] adweekpodcasts

Top Hashtags in Tweet in G2:
[217] canneslions2022
[34] canneslions
[26] whalaratcannes
[17] smdayphl
[17] cannessafari
[14] creatoreconomy
[12] cannesafari
[11] ai
[10] ukraine
[9] adweekchat

Top Hashtags in Tweet in G3:
[67] pacdigitalsigns
[37] marketing
[20] twittermarketingnews
[19] advertising
[15] adweek
[11] socialmedia
[10] digitalmarketing
[10] smb
[10] inbound
[7] ai

Top Hashtags in Tweet in G4:
[19] titleix
[8] canneslions2022
[6] pridemonth
[6] canneslions
[3] brands
[3] fathersday
[2] illustration
[2] sonicbranding
[2] voicefirst
[2] audiobranding

Top Hashtags in Tweet in G6:
[4] canneslions2022
[2] brands
[2] comms
[2] cannes2022
[1] privacyfirst
[1] adsfornews
[1] nytcannes
[1] branding
[1] corporatepurpose
[1] brandpurpose

Top Hashtags in Tweet in G7:
[1] pas

Top Hashtags in Tweet in G8:
[1] creativity

Top Hashtags in Tweet in G9:
[16] impactthatmatters
[2] chataboutbrand
[1] nextgen
[1] thecreativeladder
[1] inclusion
[1] poc
[1] jobsearch
[1] creativejobs
[1] floatingcaptions
[1] canneslions2022

Top Hashtags in Tweet in G10:
[4] aws
[2] canneslions
[2] canneslions2022
[1] ctv
[1] digitaladvertising
[1] bots
[1] adtech
[1] wef
[1] coop留学
[1] カナダ留学

Top Words
Top Words in Tweet in Entire Graph:
[2828] adweek
[660] first
[550] cannes
[503] marketing
[490] #canneslions2022
[458] news
[417] more
[363] creative
[362] murph
[293] brand

Top Words in Tweet in G1:
[1095] adweek
[220] #canneslions2022
[115] more
[111] brand
[104] creative
[87] bereccastewart
[83] video
[77] cannes
[77] greenpeace
[76] marketing

Top Words in Tweet in G2:
[871] adweek
[217] #canneslions2022
[140] cannes_lions
[102] keynote
[91] opening
[91] during
[90] former
[88] cannes
[88] jesszafarris
[86] please

Top Words in Tweet in G3:
[165] adweek
[123] cannes
[69] marketing
[69] twitter
[67] #pacdigitalsigns
[60] more
[59] ad
[50] news
[48] lions
[47] brands

Top Words in Tweet in G4:
[183] adweek
[159] laligaen
[156] athletic_en
[117] sports
[109] digital
[106] world
[102] first
[102] value
[102] best
[101] fans

Top Words in Tweet in G5:
[209] first
[208] murph
[207] non
[207] binary
[206] uses
[206] pronouns
[206] being
[206] 100
[206] sincere
[206] instance

Top Words in Tweet in G6:
[60] wow
[56] adweek
[48] google
[32] catherineperlo1
[27] facebook
[23] markstenberg3
[21] never
[21] seen
[20] axios
[20] ve

Top Words in Tweet in G7:
[196] news
[106] fox
[102] ratings
[101] tv
[101] viewers
[101] total
[86] tvnewsnow
[67] america
[63] cable
[61] june

Top Words in Tweet in G8:
[109] hiebertpaul
[103] murph
[102] first
[99] mascot
[96] nerf
[95] introduced
[95] character
[95] named
[95] toy
[95] brand's

Top Words in Tweet in G9:
[62] vancityreynolds
[53] creative
[48] ladderorg
[42] more
[40] making
[38] deloitteus
[33] nonprofit
[31] communities
[29] mission
[26] accessible

Top Words in Tweet in G10:
[25] adweek
[16] latest
[13] ad
[13] thanks
[12] film
[12] tv
[11] adsoftheworld
[8] printmag
[8] adage
[5] news

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[213] non,binary
[213] murph,uses
[213] uses,pronouns
[211] cannes,lions
[209] pronouns,being
[209] being,100
[209] 100,sincere
[209] sincere,first
[209] first,instance
[209] instance,non

Top Word Pairs in Tweet in G1:
[67] greenpeace,storming
[67] storming,palais
[67] palais,video
[67] video,bereccastewart
[67] bereccastewart,#canneslions2022
[66] adweek,greenpeace
[42] grand,prix
[37] cannes,lions
[19] creative,shops
[19] adweek,article

Top Word Pairs in Tweet in G2:
[83] former,russian
[83] russian,chess
[83] chess,grandmaster
[83] grandmaster,during
[83] during,opening
[83] opening,keynote
[83] keynote,cannes_lions
[83] cannes_lions,please
[83] please,forget
[82] dianeprimo,former

Top Word Pairs in Tweet in G3:
[46] cannes,lions
[36] grand,prix
[20] adweek,#twittermarketingnews
[19] increase,sales
[18] #twittermarketingnews,courtesy
[13] ebay,acquires
[12] acquires,nft
[12] nft,marketplace
[12] courtesy,rick
[11] content,marketing

Top Word Pairs in Tweet in G4:
[98] digital,value
[97] athletic,club
[97] club,best
[97] best,sports
[97] sports,teams
[97] teams,world
[97] world,first
[97] first,laligaen
[97] laligaen,digital
[97] value,fans

Top Word Pairs in Tweet in G5:
[207] non,binary
[206] murph,uses
[206] uses,pronouns
[206] pronouns,being
[206] being,100
[206] 100,sincere
[206] sincere,first
[206] first,instance
[206] instance,non
[205] coleisnugatory,murph

Top Word Pairs in Tweet in G6:
[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 G7:
[104] fox,news
[100] total,viewers
[99] tv,ratings
[92] ratings,fox
[85] tvnewsnow,tv
[58] cable,news
[39] news,dbongino
[39] news,show
[37] dbongino,america
[37] america,cable

Top Word Pairs in Tweet in G8:
[99] first,mascot
[95] nerf,introduced
[95] introduced,character
[95] character,named
[95] named,murph
[95] murph,toy
[95] toy,brand's
[95] brand's,first
[94] hiebertpaul,nerf
[6] hiebertpaul,adweek

Top Word Pairs in Tweet in G9:
[32] ladderorg,nonprofit
[24] mission,making
[24] creative,careers
[24] careers,more
[24] more,accessible
[23] making,creative
[21] co,founded
[21] founded,vancityreynolds
[18] underrepresented,communities
[17] cool,deloitteus

Top Word Pairs in Tweet in G10:
[12] latest,ad
[12] ad,film
[12] film,tv
[12] tv,thanks
[5] adage,adweek
[5] adweek,adsoftheworld
[4] adsoftheworld,adweek
[4] thanks,adweek
[4] thanks,printmag
[4] latest,tvnewser

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@griner
@stephenlepitak
@princessology
@therealcoolmath
@athletic_en
@monsters_vincc
@deloitteus
@digitalwilson
@jesszafarris

Top Replied-To in G1:
@adweek
@therealcoolmath
@stmkts
@manscaped
@skarredghost
@heyimbenton
@penguinkid17
@tumblr
@haiko_nieuwoudt
@arcadiacx

Top Replied-To in G2:
@adweek
@stephenlepitak
@princessology
@griner
@monsters_vincc
@chrisariens
@jesszafarris
@kfreberg
@thatchristinag
@brianne2k

Top Replied-To in G4:
@athletic_en
@digitalwilson
@adweek
@lufc_worldwide
@arcticreviews
@notteham
@klundster
@luzcorona_
@kaitlynbarclay
@griner

Top Replied-To in G6:
@tumblr
@catherineperlo1
@vayner_x
@littlemrdawson
@adweek
@markstenberg3
@burk504
@mbquinn318quinn
@katzandrews

Top Replied-To in G7:
@danilocameroh
@ronaaaaaaaldo1
@magaliskywalker
@glauraf4
@ersouza84
@fourthseazon
@pejamrl
@tvnewsnow
@hildrethjayson

Top Replied-To in G8:
@p0k3mn_
@notteham
@robelfilms
@jake78026514

Top Replied-To in G9:
@deloitteus
@shannonl_miller
@griner
@sandracolton
@rkwendte
@cgritmon
@adweek

Top Replied-To in G10:
@aisha_elqahtany

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@coleisnugatory
@cannes_lions
@laligaen
@athletic_en
@shannonl_miller
@whalar
@hiebertpaul
@jesszafarris
@bereccastewart

Top Mentioned in G1:
@adweek
@bereccastewart
@whalar
@tumblr
@liveramp
@chrisariens
@stephenlepitak
@griner
@shannonl_miller
@jesszafarris

Top Mentioned in G2:
@adweek
@cannes_lions
@dianeprimo
@jesszafarris
@whalar
@thatchristinag
@griner
@stephenlepitak
@kfc
@murphfromnerf

Top Mentioned in G3:
@salestweaker
@projectarmy
@cxintersect
@thesocialduke_
@blueconic
@cloudatalytics
@mujerpescado
@shaunels

Top Mentioned in G4:
@adweek
@laligaen
@athletic_en
@lufc
@notteham
@digitalwilson
@lufc_worldwide
@auprosports
@klundster
@mcdonalds

Top Mentioned in G5:
@coleisnugatory
@happyshiiba
@adweek

Top Mentioned in G6:
@adweek
@catherineperlo1
@markstenberg3
@jason_kint
@reddit
@axios
@brandwatch
@whalar
@mountaindew
@paramountpics

Top Mentioned in G7:
@tvnewsnow
@dbongino
@thefive
@tuckercarlson
@tu
@jesseprimetime
@bretbaier
@seanhannity
@ingrahamangle
@gallotropo

Top Mentioned in G8:
@hiebertpaul
@adweek
@coleisnugatory
@nielseniq
@mckinsey
@mediamath
@ultabeauty
@catherineperlo1
@markstenberg3
@richbecker

Top Mentioned in G9:
@vancityreynolds
@ladderorg
@deloitteus
@dionnadorsey
@adweek
@shannonl_miller
@deloittedigital
@griner
@janetfoutty
@tiktok_us

Top Mentioned in G10:
@adweek
@adsoftheworld
@printmag
@adage
@nbcnews
@thetradedesk
@tvnewser
@nbcnewspr
@chrisb
@advertisingweek

Top Tweeters
Top Tweeters in Entire Graph:
@511ny
@missb62
@filafresh
@chidambara09
@zerglinator
@_redfrog
@delta
@gojira007x
@evankirstel
@dgendvil

Top Tweeters in G1:
@zerglinator
@dgendvil
@complaymentdo
@jimmyroybloom
@annahar
@walmart
@elevenbravo138
@iggy
@mig30m6
@fiffykung

Top Tweeters in G2:
@missb62
@_redfrog
@delta
@gojira007x
@ansisegle
@chipotletweets
@business
@newsjunkie60
@terryg1979
@nytimes

Top Tweeters in G3:
@stigmabasen
@chronlaw
@stigmabase
@dcumoviepage
@mile_by_mile
@kkkkssssnnnn
@news_type_c
@lekh27
@nahidalaei
@dianesbaker1

Top Tweeters in G4:
@mcdonalds
@arkulari
@mommamia1217
@aitorperosanz
@danjournalist2
@math_m0ura
@callumoneill44
@att
@linzsports
@premierleague

Top Tweeters in G5:
@the_lady_red
@sapphixy
@brigidkeely
@8ayonetta
@kinsale42
@spacedaydreamer
@tungwene
@chocolitrein
@utenthys
@drgnfly42

Top Tweeters in G6:
@jjj5819
@vedehimajumdar
@rralstonagile
@mtalpas
@drnurseprof
@kefish
@aerocles
@blazepizza
@lowes
@mferrini

Top Tweeters in G7:
@amcneer
@girlinme
@nymets22
@fred7722
@1swinging_voter
@sabrinanc10
@magaliskywalker
@ia_vets
@margrz
@ewn1047

Top Tweeters in G8:
@prpeep
@blaxk_vin
@chasenfk
@3rdiii_
@bnezamoodeen
@dianaruggontv
@riverofice_
@lovelessoften
@rapgamemaxfisch
@rarebreed_kj

Top Tweeters in G9:
@filmfatale_nyc
@alaskaair
@techcrunch
@buffalogal
@socialmedia2day
@canva
@__maryellen
@hatzbymm
@target
@jfouts

Top Tweeters in G10:
@wsj
@nbcnews
@mediapost
@danbuk4
@adage
@mkdirecto
@adsportstv
@jpiedrahita
@adsoftheworld
@campaignmag


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