adweek, Twitter, 3/3/2023 5:28:30 PM, 290133


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adweek_2023-03-03_09-18-35.xlsx
adweek_2023-03-03_09-18-35.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 03, 2023
Short Description:
adweek via NodeXL PERMANENTLY_REMOVED
@adweek
@sensone13243546
@tuckercarlson
@tvnewser
@fayemi_wole_mo
@tvnewsnow
@agencyspy
@themindofdre
@molliecahillane
@v1sionzero_tech

Top hashtags:
#adweekchat
#analytics
#googleads
#facebookads
#marketing
#pacdigitalsigns

Description:
Description
The graph represents a network of 3,884 Twitter users whose recent tweets contained "adweek", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 17:23 UTC.

The tweets in the network were tweeted over the 2787-day, 0-hour, 24-minute period from Thursday, 16 July 2015 at 00:36 UTC to Friday, 03 March 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 3884
Unique Edges : 3930
Edges With Duplicates : 9250
Total Edges : 13180
Number of Edge Types : 9
Replies to : 1161
MentionsInReplyTo : 3199
Retweet : 1675
MentionsInRetweet : 3415
Mentions : 1422
Tweet : 1712
Quote : 158
MentionsInQuote : 200
MentionsInQuoteReply : 238
Self-Loops : 2114
Reciprocated Vertex Pair Ratio : 0.0528596187175043
Reciprocated Edge Ratio : 0.100411522633745
Connected Components : 668
Single-Vertex Connected Components : 470
Maximum Vertices in a Connected Component : 2577
Maximum Edges in a Connected Component : 10411
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.49591
Graph Density : 0.000402809468402896
Modularity : 0.390058
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,884 Twitter users whose recent tweets contained "adweek", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 17:23 UTC.

The tweets in the network were tweeted over the 2787-day, 0-hour, 24-minute period from Thursday, 16 July 2015 at 00:36 UTC to Friday, 03 March 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[48] https://www.adweek.com/social-marketing/linkedin-details-3-b-to-b-marketing-trends-that-will-shape-2023/
[37] https://www.adweek.com/media/views-on-instagram-reels-fall-as-platform-course-corrects-to-images/
[36] https://www.adweek.com/tvnewser/these-are-the-top-rated-cable-news-shows-of-2022/521247/
[25] https://www.adweek.com/tvnewser/here-are-the-cable-news-ratings-for-january-2023/523190/
[24] https://www.adweek.com/brand-marketing/the-rise-of-ai-content-generation-stirs-brand-reputation-fears/
[24] https://www.adweek.com/agencyspy/revolving-door-roundup-roster-updates-anomaly-johannes-leonardo-sid-lee-more/180270/
[18] https://www.adweek.com/programmatic/the-real-ways-synthetic-data-is-changing-advertising/
[17] https://www.adweek.com/brand-marketing/fear-of-greenwashing-is-forcing-brands-into-greenhushing/
[17] https://www.adweek.com/brand-marketing/420-comes-early-cannabis-brands-roll-out-first-paid-ads-on-twitter/
[16] https://twinybots.ch/

Top URLs in Tweet in G1:
[13] https://superbowl-ads.com/
[9] https://www.adweek.com/agencies/the-andy-awards-strap-creative-chiefs-to-a-lie-detector-test-to-validate-the-awards/
[9] https://www.adweek.com/brand-marketing/the-future-of-marketing-is-earned/
[7] https://twitter.com/Adweek/status/1625449777256181761
[7] https://www.adweek.com/media/views-on-instagram-reels-fall-as-platform-course-corrects-to-images/
[7] https://www.adweek.com/brand-marketing/getting-back-to-the-basics-of-human-connection/
[6] https://rightfollowers.com/
[5] https://www.adweek.com/brand-marketing/fear-of-greenwashing-is-forcing-brands-into-greenhushing/
[5] https://twitter.com/Adweek/status/1625596999931252737
[5] https://www.adweek.com/media/misinformation-antitrust-and-copyright-loom-as-regulatory-hurdles-for-ai-and-chatgpt/

Top URLs in Tweet in G2:
[46] https://www.adweek.com/social-marketing/linkedin-details-3-b-to-b-marketing-trends-that-will-shape-2023/
[16] https://www.adweek.com/media/views-on-instagram-reels-fall-as-platform-course-corrects-to-images/
[14] https://www.adweek.com/brand-marketing/the-rise-of-ai-content-generation-stirs-brand-reputation-fears/
[12] https://twinybots.ch/
[10] https://www.adweek.com/programmatic/the-real-ways-synthetic-data-is-changing-advertising/
[6] https://www.adweek.com/programmatic/publishers-and-buyers-want-more-premium-ssps-not-more-demand/
[6] https://www.adweek.com/brand-marketing/fear-of-greenwashing-is-forcing-brands-into-greenhushing/
[6] https://www.adweek.com/media/super-bowl-social-spend-shifted-away-from-twitter-and-toward-tiktok-reddit/
[6] https://www.adweek.com/creativity/modern-couples-kiss-love-park-yape-121-latam-valentines-day/
[6] https://www.adweek.com/agencies/cmos-heres-how-to-lead-your-companies-through-permanent-change/

Top URLs in Tweet in G3:
[5] https://twitter.com/fayemi_wole_mo/status/1623088599066456064
[4] https://twitter.com/motorious_nyc/status/1385125356592680961/photo/1
[3] https://www.dmnews.com/13093345/castrol-targets-1834-males-online-through-ugo-deal
[2] https://www.tumblr.com/m-o-t-o-r-i-o-u-s/629548967170080768/discover-the-startups-exhibiting-at-disrupt-sf
[2] https://www.linkedin.com/in/marty-marion
[2] https://www.nytimes.com/2000/01/07/business/the-media-business-advertising-addenda-hunt-adkins-given-internet-work.html
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209625
[2] https://www.adweek.com/brand-marketing/syndicate-helps-ha-34787/
[2] http://www.internetnews.com/bus-news/article.php/57851/Adrageous+247+Medias+IPO+Vs+DoubleClick.htm
[2] http://www.adweek.com/brand-marketing/iq-news-cool-tool-sticking-around-50407/

Top URLs in Tweet in G4:
[8] https://www.adweek.com/podcasts/lets-talk-about-brand/
[3] https://open.spotify.com/episode/4oUrUIdSgtGeqhTQUzaCfl
[3] https://podcasts.apple.com/us/podcast/the-future-of-5g-with-mike-katz/id1617896513?i=1000598470663
[3] https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkcy5hY2FzdC5jb20vcHVibGljL3Nob3dzLzYyNDc1MWI2ZmM0YTg1MDAxMzY4MTE2OQ/episode/NjNlMjRiMjFjNThkNWEwMDEyYzE4M2Iz?sa=X&ved=0CAUQkfYCahcKEwjQ5OSZhIT9AhUAAAAAHQAAAAAQAQ
[3] https://www.adweek.com/podcasts/everything-is-better-with-creators/
[3] https://www.pinksale.finance/launchpad/0xe713049A077AecfbB5973560d877Aa871347181F?chain=BSC
[2] https://www.adweek.com/creativity/intel-reignites-its-signature-bong-with-help-from-k-pop-band-aespa-and-popular-creators/
[2] https://open.spotify.com/show/7IHNw1f6iKm6hV4BsLIFHq?utm_content=bufferf3515&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://podcasts.apple.com/us/podcast/young-influentials/id1618504993?utm_content=buffer9de4f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://inertix.io/?ref=ramyar69

Top URLs in Tweet in G5:
[7] https://www.adweek.com/brand-marketing/wwe-royal-rumble-starring-mtn-dew-pitch-black/
[4] https://www.adweek.com/convergent-tv/ally-financial-cmo-andrea-brimmer-on-how-a-deal-with-disney-levels-the-playing-field/
[4] https://twitter.com/Notteham/status/1630381874664329218/photo/1
[4] https://www.adweek.com/brand-marketing/serena-williams-holds-court-on-her-super-bowl-ads-and-reevaluates-brand-partnerships/
[3] https://twitter.com/Notteham/status/1626689741721866240/photo/1
[3] https://www.adweek.com/brand-marketing/advertising-redefined-2023/
[2] https://www.adweek.com/convergent-tv/how-aflac-closing-sports-gender-gap-march-madness-coach-k-dawn-staley/?utm_content=bufferd4b3a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://twitter.com/JessZafarris/status/1629155614113906689
[2] https://twitter.com/Notteham/status/1630240314509365249/photo/1
[2] https://www.adweek.com/brand-marketing/nike-ja-morant-ruffles-nba-all-star-weekend/

Top URLs in Tweet in G6:
[3] https://www.thinkwithgoogle.com/marketing-strategies/video/youtube-stars-influence/
[2] https://twitter.com/Adweek/status/1625449777256181761
[2] https://twitter.com/JessZafarris/status/1629155614113906689
[2] https://www.adweek.com/media/views-on-instagram-reels-fall-as-platform-course-corrects-to-images/
[2] https://www.adweek.com/social-marketing/what-grief-can-teach-us-about-marketing-and-advertising/
[1] https://twitter.com/JessZafarris/status/1631332021690662913/photo/1
[1] https://twitter.com/JessZafarris/status/1629155614113906689/photo/1
[1] https://twitter.com/Adweek/status/1628442426686771200
[1] https://www.adweek.com/creativity/meet-synth-hamster-the-unexpected-musical-star-of-pringles-campaign/?utm_content=bufferc532f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.barnesandnoble.com/w/words-from-hell-jess-zafarris/1142925401

Top URLs in Tweet in G7:
[4] https://www.adweek.com/media/instream-outstream-video-advertising/
[3] https://www.adweek.com/tvnewser/ali-velshi-on-his-return-to-ukraine-move-to-mid-mornings-and-state-of-the-cable-news-business/524329/
[3] https://www.adweek.com/tvnewser/jen-psaki-msnbc-show-debut-on-sunday-march-19/524491/
[3] https://www.adweek.com/convergent-tv/warner-bros-discovery-streaming-loses-217-million/?dg
[2] https://www.adweek.com/tvnewser/wolf-blitzer-and-his-executive-producer-emily-atkinson-on-their-successful-working-partnership/524261/
[2] https://www.adweek.com/tvnewser/cbs-mornings-gayle-king-to-receive-cronkite-award-for-journalism-excellence/524328/
[2] https://www.adweek.com/tvnewser/these-are-the-top-rated-cable-news-shows-for-february-2023/524999/
[2] https://www.adweek.com/media/new-republic-michael-caruso-ceo-publisher/
[2] https://www.adweek.com/tvnewser/yamiche-alcindor-to-depart-pbs-washington-week/524133/
[2] https://www.adweek.com/tvnewser/cbs-mornings-temporarily-relocates-from-times-square-studios/524454/

Top URLs in Tweet in G8:
[11] https://www.adweek.com/tvnewser/here-are-the-cable-news-ratings-for-january-2023/523190/
[8] https://twitter.com/TVNewsNow/status/1621786307784491009/photo/1
[7] https://www.adweek.com/tvnewser/these-are-the-top-rated-cable-news-shows-of-2022/521247/
[5] https://www.adweek.com/tvnewser/fox-news-howard-kurtz-not-currently-allowed-to-cover-dominion-fox-news-case-i-strongly-disagree-with-that-decision/
[3] https://www.adweek.com/tvnewser/thursday-feb-23-scoreboard-tucker-carlson-is-no-1-in-total-viewers-adults-25-54/524768/
[2] https://www.adweek.com/tvnewser/tv-newsers-wear-red-to-raise-awareness-about-cardiovascular-disease-no-1-killer-of-women/523534/
[2] https://omny.fm/shows/countdown-with-keith-olbermann/youre-just-jealous-tucker-gets-an-exclusive-3-1-23
[2] https://twitter.com/KeithOlbermann/status/1630892331103666180/photo/1
[2] https://www.adweek.com/tvnewser/here-are-the-top-rated-cable-news-shows-for-q2-2022/510090/
[1] https://www.adweek.com/tvnewser/wednesday-march-1-scoreboard-top-ranked-fox-news-gains-adults-25-54/525155/

Top URLs in Tweet in G9:
[4] https://www.adweek.com/media/lack-of-standardization-stalls-media-decarbonization-efforts/
[4] https://www.adweek.com/resource-library/the-future-of-streaming-tv-is-ad-supported/
[4] https://www.adweek.com/creativity/mcdonalds-delivery-campaign-features-doors-resembling-its-menu-items/
[4] https://www.adweek.com/agencies/how-chilis-and-mischief-landed-brian-mcknight-as-a-singing-waiter-in-first-tv-campaign-in-3-years/
[3] https://www.adweek.com/resource-library/take-a-multiscreen-approach-to-tv/
[3] https://www.adweek.com/sponsored/2023-working-mothers-of-the-year/
[3] https://www.adweek.com/agencies/wavemaker-and-publicis-media-win-adobes-500-million-global-media-review/
[3] https://www.adweek.com/agencies/esg-reporting-is-increasingly-important-and-complex-heres-what-marketers-should-know/
[3] https://www.adweek.com/agencies/wpp-adds-a-cmo-as-robert-wheeler-is-named-groupm-marketing-chief/
[2] https://www.adweek.com/brand-marketing/marketers-should-care-about-de-influencing/

Top URLs in Tweet in G10:
[8] https://www.adweek.com/tvnewser/these-are-the-top-rated-cable-news-shows-of-2022/521247/
[6] https://www.adweek.com/tvnewser/former-abc-news-boss-james-goldston-to-produce-primetime-jan-6-committee-hearing-special/508485/
[4] https://www.adweek.com/tvnewser/here-are-the-cable-news-ratings-for-january-2023/523190/
[2] https://twitter.com/SenSchumer/status/1630951707944337410/photo/1
[2] https://twitter.com/SenSchumer/status/1628512500437209094/photo/1
[2] https://www.adweek.com/tvnewser/thursday-feb-16-scoreboard-the-five-leads-fox-news-to-no-1/524470/
[2] https://www.adweek.com/tvnewser/thursday-feb-23-scoreboard-tucker-carlson-is-no-1-in-total-viewers-adults-25-54/524768/
[1] https://twitter.com/RonFilipkowski/status/1625296040680095745/photo/1
[1] https://twitter.com/Acyn/status/1629294222359633922/video/1
[1] https://www.adweek.com/tvnewser/cbs-news-bet-join-forces-for-new-monthly-primetime-newsmagazine/523050/

Top Domains
Top Domains in Tweet in Entire Graph:
[2253] adweek.com
[989] twitter.com
[49] paper.li
[41] google.com
[38] tvnewscheck.com
[33] dy.si
[18] linkedin.com
[18] spotify.com
[18] apple.com
[16] twinybots.ch

Top Domains in Tweet in G1:
[525] adweek.com
[266] twitter.com
[17] paper.li
[13] superbowl-ads.com
[8] spotify.com
[8] apple.com
[6] rightfollowers.com
[6] fiverr.com
[3] youtube.com
[3] authorhouse.com

Top Domains in Tweet in G2:
[657] adweek.com
[237] twitter.com
[35] google.com
[31] dy.si
[12] twinybots.ch
[11] linkedin.com
[6] businessne.ws
[4] ampproject.org
[4] gumroad.com
[4] newmediaandmarketing.com

Top Domains in Tweet in G3:
[19] twitter.com
[7] adweek.com
[5] dmnews.com
[3] tumblr.com
[3] nodexlgraphgallery.org
[2] okt.to
[2] linkedin.com
[2] nytimes.com
[2] internetnews.com
[2] youtube.com

Top Domains in Tweet in G4:
[31] twitter.com
[31] adweek.com
[10] apple.com
[9] spotify.com
[4] google.com
[3] pinksale.finance
[2] youtube.com
[2] inertix.io
[1] gritmon.com
[1] unitedmasters.com

Top Domains in Tweet in G5:
[42] adweek.com
[30] twitter.com
[1] wpengine.com
[1] cmail20.com

Top Domains in Tweet in G6:
[48] twitter.com
[6] adweek.com
[3] thinkwithgoogle.com
[2] google.com
[1] barnesandnoble.com
[1] youtube.com

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

Top Domains in Tweet in G8:
[48] adweek.com
[29] twitter.com
[3] omny.fm
[2] trib.al
[2] foxnews.com

Top Domains in Tweet in G9:
[273] adweek.com
[83] twitter.com
[8] webcasts.com
[1] spotify.com
[1] metalinjection.net
[1] solbere.com

Top Domains in Tweet in G10:
[41] adweek.com
[17] twitter.com
[1] trendingpoliticsnews.com
[1] thehill.com
[1] gofundme.com
[1] trib.al
[1] msnbc.com
[1] cnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[166] adweekchat
[125] analytics
[125] googleads
[124] facebookads
[121] marketing
[80] pacdigitalsigns
[58] superbowl
[50] metaverse
[49] b2b
[49] socialmediamarketing



Top Hashtags in Tweet in G1:
[42] superbowl
[38] adweekchat
[26] marketing
[16] biggamereviews
[11] ai
[9] contentmarketing
[8] marketingtwitter
[7] superbowllvii
[7] advertising
[6] socialmedia

Top Hashtags in Tweet in G2:
[83] marketing
[80] pacdigitalsigns
[46] b2b
[46] socialmediamarketing
[46] linkedinmarketing
[46] linkedin
[18] adweek
[14] comcastemp
[13] tech
[12] technology

Top Hashtags in Tweet in G3:
[3] motorioustv
[2] influencermarketing
[2] dzl
[2] are_you_motorious
[2] injunction_ceaseanddesist
[2] motoriousfoundation
[2] greenspeedindex
[2] facebook
[2] google
[2] cannabis

Top Hashtags in Tweet in G4:
[7] ces2023
[6] adweekchat
[6] chataboutbrand
[3] thespeedofculture
[2] uncarrier
[2] onairfest
[2] creatoreconomy
[2] decentralization
[2] blockchain
[1] lg

Top Hashtags in Tweet in G5:
[6] b2bmx
[2] superbowl
[2] ads
[1] pdxinaz
[1] goorange
[1] manvsmachine
[1] datalearnstolove
[1] nwsl
[1] ncaawbb
[1] ncaaw

Top Hashtags in Tweet in G6:
[118] adweekchat
[6] superbowl
[3] superbowllvii
[3] mark1051
[2] popchat
[2] superbowlads
[2] disney100
[1] adweekchats
[1] ads
[1] socialconfidential

Top Hashtags in Tweet in G7:
[1] video
[1] digitaladvertising
[1] consumerdata
[1] consumertrust
[1] dataprivacy

Top Hashtags in Tweet in G8:
[1] cancelculture
[1] cancelfoxnews
[1] realz

Top Hashtags in Tweet in G9:
[5] cannabis
[4] esg
[4] adweekchat
[3] marketingtwitter
[3] webinar
[2] tv
[2] ad
[2] brands
[2] campaigns
[2] sherunsit

Top Hashtags in Tweet in G10:
[3] blacktwitter
[3] blm
[3] maga
[2] serendipitylit
[1] bhm
[1] csefamily
[1] meteorologist
[1] diversity
[1] blackhistorymonth

Top Words
Top Words in Tweet in Entire Graph:
[2342] adweek
[512] news
[440] jesszafarris
[409] marketing
[408] brand
[405] media
[376] copywriting
[359] more
[277] brands
[262] fox

Top Words in Tweet in G1:
[785] adweek
[115] more
[105] marketing
[100] brand
[94] media
[82] brands
[77] jesszafarris
[71] ad
[70] campaign
[66] black

Top Words in Tweet in G2:
[168] adweek
[111] marketing
[83] #marketing
[80] #pacdigitalsigns
[75] brand
[67] brands
[66] 2023
[66] media
[58] copywriting
[56] more

Top Words in Tweet in G3:
[27] adweek
[21] ogilvy
[18] dmnews
[17] vision_0_tech
[16] castrol
[16] ugodotcom
[12] motorious_nyc
[11] patrickhunt
[11] bmwgroup
[11] huntadkins

Top Words in Tweet in G4:
[262] adweek
[161] mattyb
[150] mike_katz
[142] brand
[138] podcast
[122] culture
[119] speed
[113] journey
[113] great
[113] talking

Top Words in Tweet in G5:
[109] molliecahillane
[95] ally
[93] adweek
[86] media
[85] first
[85] disney
[84] investment
[84] 90
[83] sponsorship
[83] spend

Top Words in Tweet in G6:
[459] adweek
[317] jesszafarris
[118] #adweekchat
[44] more
[43] love
[42] next
[40] one
[37] see
[30] social
[29] jess

Top Words in Tweet in G7:
[99] tvnewser
[87] host
[80] msnbc
[66] network
[65] correspondent
[64] ali
[64] velshi
[64] journalist
[63] chief
[63] arguably

Top Words in Tweet in G8:
[253] news
[141] ratings
[137] fox
[126] tv
[125] viewers
[122] total
[110] tvnewsnow
[106] led
[101] hours
[97] channel

Top Words in Tweet in G9:
[90] adweek
[39] media
[29] more
[25] ad
[24] campaign
[23] brand
[22] marketing
[19] podcast
[19] awbrandshare
[18] tv

Top Words in Tweet in G10:
[34] cnn
[16] msnbc
[14] news
[10] people
[10] fox
[10] carlson
[9] make
[9] viewers
[8] ratings
[8] tucker

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[230] adweek,jesszafarris
[209] fox,news
[203] adweek,copywriting
[176] copywriting,handbook
[151] mattyb,adweek
[137] super,bowl
[136] speed,culture
[132] culture,podcast
[132] total,viewers
[125] #analytics,#googleads

Top Word Pairs in Tweet in G1:
[49] limited,edition
[48] adweek,jesszafarris
[47] edition,skateboards
[47] paint,liquid
[47] liquid,death's
[47] gave,vial
[47] death's,limited
[47] fans,expressed
[47] lil,nas
[47] vial,blood

Top Word Pairs in Tweet in G2:
[46] #marketing,#socialmediamarketing
[46] #linkedinmarketing,#linkedin
[46] marketing,trends
[46] 2023,#b2b
[46] linkedin,details
[46] #socialmediamarketing,#linkedinmarketing
[46] shape,2023
[46] details,marketing
[46] trends,shape
[46] #b2b,#marketing

Top Word Pairs in Tweet in G3:
[13] adweek,dmnews
[11] huntadkins,patrickhunt
[11] ogilvy,huntadkins
[11] castrol,ugodotcom
[11] dmnews,ogilvy
[11] patrickhunt,richardschwartz
[11] richardschwartz,castrol
[11] ugodotcom,bmwgroup
[10] vision_0_tech,adweek
[9] bmwgroup,ariagroupinc

Top Word Pairs in Tweet in G4:
[149] mattyb,adweek
[119] speed,culture
[115] culture,podcast
[113] adweek,speed
[111] brand,journey
[111] asksuzybiz's,mattyb
[110] convo,asksuzybiz's
[110] tmobile's,brand
[110] great,convo
[110] talking,tmobile's

Top Word Pairs in Tweet in G5:
[84] media,investment
[82] spend,dedicated
[82] disney,partnering
[82] sponsorship,ally
[82] 90,spend
[82] ally,disney
[82] first,kind
[82] partnering,media
[82] investment,90
[82] kind,sponsorship

Top Word Pairs in Tweet in G6:
[170] adweek,jesszafarris
[84] jesszafarris,adweek
[19] social,media
[18] monsters_vincc,adweek
[18] last,day
[17] words,encompass
[17] encompass,much
[17] much,role
[17] day,adweek
[17] role,more

Top Word Pairs in Tweet in G7:
[64] ali,velshi
[63] msnbc,versatile
[63] versatile,air
[63] velshi,currently
[63] air,journalist
[63] arguably,msnbc
[63] journalist,host
[63] network,chief
[63] chief,correspondent
[63] correspondent,ali

Top Word Pairs in Tweet in G8:
[128] fox,news
[122] total,viewers
[121] tv,ratings
[116] ratings,fox
[110] tvnewsnow,tv
[97] news,channel
[96] news,america
[89] channel,total
[75] cable,news
[53] america,watched

Top Word Pairs in Tweet in G9:
[16] super,bowl
[11] media,review
[9] today,1pm
[7] adweek,tubi
[7] 500,million
[7] million,global
[7] adobe,media
[6] 4as,alison
[6] alison,pepper
[6] mothers,year

Top Word Pairs in Tweet in G10:
[8] tucker,carlson
[6] cnn,msnbc
[5] fox,news
[4] tv,producer
[4] barnettforaz,repjeffries
[3] gunslinger2022,realhickory
[3] lauras4t,mariosaccoccio3
[3] abcnews,cbsnews
[3] #blacktwitter,#blm
[3] nbcnews,chrislhayes

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@jesszafarris
@mike_katz
@bkatz301
@thebeatwithari
@cgritmon
@jennifersey
@monsters_vincc
@koolnewsbracken
@nsuri20_adv

Top Replied-To in G1:
@adweek
@jennifersey
@cgritmon
@socialmediaweek
@stephenlepitak
@bkatz301
@justcjdunkin7
@eceitel
@mdlz
@nycknp

Top Replied-To in G3:
@vision_0_tech
@motorious_nyc
@adweek
@motorious_moto
@fayemi_w
@chrisfralic
@kimheismann
@vzn_zero_tech
@motorious_llc

Top Replied-To in G4:
@mike_katz
@adweek
@cgritmon
@jesszafarris
@csnakedoc13
@eceitel
@cjjohnsonjr
@levnation20
@izmesteffy
@findthatpod

Top Replied-To in G5:
@molliecahillane
@notteham
@clifbar
@adweek
@vatnikposting
@sensone13243546
@kfreberg
@jamesonfleming
@gailie
@elliotsharron

Top Replied-To in G6:
@adweek
@jesszafarris
@monsters_vincc
@bkatz301
@nsuri20_adv
@itskennyatta
@daksahoy
@chithukral
@mara_calv
@mosheisaacian

Top Replied-To in G7:
@thebeatwithari
@markstenberg3
@mynews13
@rstjac1032
@aexm
@jesszafarris
@kodi4momma
@arimelber

Top Replied-To in G8:
@keitholbermann
@mmpadellan
@foxnews
@qreprobate
@dapperdan1315
@poofeyone
@howardkurtz
@depravedangel
@1of3littlebirds
@scottadamssays

Top Replied-To in G9:
@adweek
@jesszafarris
@klundster
@mifield
@awwebinars
@awbrandshare
@tubi
@tlstanleyla
@jeffrey_funk
@robmapley

Top Replied-To in G10:
@jojofromjerz
@southernmsgurl
@joycewhitevance
@actbrigitte
@shawm711
@msnbc
@senschumer
@cathleensteini2
@msmax17
@repadamschiff

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@jesszafarris
@mattyb
@asksuzybiz
@tmobile
@mike_katz
@tvnewsnow
@molliecahillane
@tvnewser
@ally

Top Mentioned in G1:
@adweek
@jesszafarris
@serenawilliams
@adweekpodcasts
@andyawards
@loveandnudes_
@awbrandshare
@issarae
@shannonl_miller
@bkatz301

Top Mentioned in G2:
@cloudatalytics
@cxintersect
@andykirkham9
@zackwgreenfield
@erelsadet
@alrlodallas
@bbmedia_llc
@almartagarasaas

Top Mentioned in G3:
@adweek
@ogilvy
@dmnews
@castrol
@ugodotcom
@vision_0_tech
@huntadkins
@patrickhunt
@richardschwartz
@bmwgroup

Top Mentioned in G4:
@adweek
@mattyb
@asksuzybiz
@tmobile
@mike_katz
@adweekpodcasts
@jesszafarris
@colmeetsworld
@onairfest
@workxwork

Top Mentioned in G5:
@molliecahillane
@ally
@adweek
@notteham
@thesportsbrapdx
@jordynbarratt
@strongersk8park
@chillfoundation
@b2bmx
@chicagoredstars

Top Mentioned in G6:
@adweek
@jesszafarris
@griner
@theadrianmolina
@juliangamboa
@clintisawesome
@cambermc
@carolinemurs
@mara_calv
@legitimvs

Top Mentioned in G7:
@tvnewser
@adweek
@johnnydollar01
@markstenberg3
@wolfblitzer
@cnnsitroom
@tvspynews
@mynews13
@thebeatwithari
@emilycompagno

Top Mentioned in G8:
@tvnewsnow
@thefive
@tuckercarlson
@foxnews
@seanhannity
@jessebwatters
@bretbaier
@ingrahamangle

Top Mentioned in G9:
@adweek
@awbrandshare
@klundster
@adobe
@tubi
@_oliviamorley
@4as
@effectv
@wavemakerglobal
@mediabrands

Top Mentioned in G10:
@cnn
@msnbc
@adweek
@repjeffries
@c_cgottlieb
@ronfilipkowski
@cbsnews
@barnettforaz
@theview
@nbcnews

Top Tweeters
Top Tweeters in Entire Graph:
@511ny
@oldlady12345
@americanair
@chidambara09
@511nyc
@raymond_norman
@newsfilterio
@leratomannya
@evankirstel
@thehill

Top Tweeters in G1:
@caligirlleftie
@rushfamtourneys
@redz041
@sinzubaba
@deeblock847
@begiiigiles
@chilis
@purevdo27046751
@terrinakamura
@timg33

Top Tweeters in G2:
@newsfilterio
@leratomannya
@coopmike48
@webnowcompany
@news_type_c
@suriyasubraman
@patesalo_e
@wazupnaija
@stanleyepstein
@mogeladze1

Top Tweeters in G3:
@511ny
@511nyc
@mcdonalds
@walmart
@gmail
@mtv
@alleywatch
@wef
@euronews
@ny1

Top Tweeters in G4:
@oldlady12345
@raymond_norman
@evankirstel
@jimmyroybloom
@qbankendy
@hdpr2016
@stevejacksonva
@reignofapril
@gg_gidey
@tmobile

Top Tweeters in G5:
@americanair
@roobxs
@mjfsteeler
@bomani_jones
@burrakan
@nba
@wwe
@thegoalkeeper
@tracytran
@cocacola

Top Tweeters in G6:
@noyahking
@nycknp
@aerocles
@doorway2fandom
@codishaa
@itskennyatta
@keithrowley
@thatchristinag
@hulu
@mattnavarra

Top Tweeters in G7:
@jodotcom
@thetoyman1
@4annegs
@quintinoncamera
@orchidlady303
@sandhralee
@tawanda46
@tcevans87
@melbietoast
@colleenpaige1

Top Tweeters in G8:
@amcneer
@foxnews
@girlinme
@louiedadawg
@peacepox
@1swinging_voter
@sabrinanc10
@cynthiakiker
@politcswatch
@micasth87

Top Tweeters in G9:
@kimvie
@zerojuls
@cindygallop
@buffalogal
@chronotope
@vrhiphop
@andrealearned
@kylebowman725
@raydennis
@keirarenee

Top Tweeters in G10:
@nypost
@washingtonpost
@people
@thedailybeast
@cnn
@abcnews
@cbsnews
@nbcnews
@itwasacoup
@buzzfeed