adweek, Twitter, 1/14/2022 11:47:25 PM, 270030


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adweek_2022-01-14_10-11-15.xlsx
adweek_2022-01-14_10-11-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2022
Short Description:
adweek via NodeXL https://bit.ly/3zYp0hQ
@adweek
@raymond_vt
@tuckercarlson
@tvnewsnow
@v1sionzero_tech
@pabstblueribbon
@roosterteeth
@wole_m
@motorious_nyc
@klundster

Top hashtags:
#marketing
#analytics
#adweekoutlook
#googleads
#facebookads
#branding
#socialmedia

Description:
Description
The graph represents a network of 4,569 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, 14 January 2022 at 18:19 UTC.

The requested start date was Friday, 14 January 2022 at 01:01 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, 7-hour, 42-minute period from Saturday, 01 January 2022 at 17:00 UTC to Friday, 14 January 2022 at 00:42 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 : 4569
Unique Edges : 5340
Edges With Duplicates : 9591
Total Edges : 14931
Number of Edge Types : 5
Tweet : 3120
Replies to : 951
Retweet : 2400
MentionsInRetweet : 4297
Mentions : 4163
Self-Loops : 3166
Reciprocated Vertex Pair Ratio : 0.0607848922986132
Reciprocated Edge Ratio : 0.114603616133519
Connected Components : 938
Single-Vertex Connected Components : 713
Maximum Vertices in a Connected Component : 3135
Maximum Edges in a Connected Component : 11585
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.334914
Graph Density : 0.00034449398002759
Modularity : 0.382202
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,569 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, 14 January 2022 at 18:19 UTC.

The requested start date was Friday, 14 January 2022 at 01:01 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, 7-hour, 42-minute period from Saturday, 01 January 2022 at 17:00 UTC to Friday, 14 January 2022 at 00:42 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:
[45] https://www.adweek.com/brand-marketing/edelman-still-refusing-to-look-up-says-climate-scientist-who-inspired-dont-look-up-film/
[41] http://www.adweek.com/agencyspy/gary-vaynerchuk-launches-production-studio-for-consumer-centric-content/174920/?utm_content=lead&utm_source=postup&utm_medium=email&utm_campaign=Agencies_Newsletter_220110153831&lyt_id=324958
[40] https://www.adweek.com/media/the-metaverse-will-reshape-digital-marketing-for-decades-to-come/
[38] https://event.adweek.com/outlook-2022/
[37] https://www.adweek.com/brand-marketing/legal-cannabis-could-become-a-30-billion-us-industry-in-2022-heres-where-it-will-grow/
[33] https://www.adweek.com/agencies/pabst-blue-ribbon-deletes-tweets-about-eating-ass-saying-they-were-in-poor-judgment/
[31] https://www.adweek.com/brand-marketing/edelman-clients-and-climate/
[30] https://www.adweek.com/brand-marketing/coronas-new-beer-adds-vitamin-d-removes-alcohol/
[26] https://www.adweek.com/media/truck-ads-on-tiktok-inside-ford-mavericks-hot-ar-tiktok-campaign/
[25] https://www.adweek.com/programmatic/programmatic-players-lunge-toward-connected-tv-in-2022/

Top URLs in Tweet in G1:
[37] https://event.adweek.com/outlook-2022/
[17] https://www.adweek.com/brand-marketing/legal-cannabis-could-become-a-30-billion-us-industry-in-2022-heres-where-it-will-grow/?ntfData=login
[14] https://www.adweek.com/brand-marketing/oreo-drops-new-batman-cookies-with-riddles-that-unlock-the-batcave/
[13] https://www.adweek.com/brand-marketing/legal-cannabis-could-become-a-30-billion-us-industry-in-2022-heres-where-it-will-grow/
[11] https://www.adweek.com/brand-marketing/how-to-protect-your-mental-health-as-a-marketer-in-2022/
[11] https://www.adweek.com/programmatic/programmatic-players-lunge-toward-connected-tv-in-2022/
[10] https://www.adweek.com/media/the-metaverse-will-reshape-digital-marketing-for-decades-to-come/
[8] https://www.adweek.com/media/instagram-how-to-sort-your-home-feed/?utm_content=buffer2914f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.adweek.com/brand-marketing/coronas-new-beer-adds-vitamin-d-removes-alcohol/
[6] https://www.adweek.com/commerce/why-marketers-might-never-move-past-90s-nostalgia/?utm_content=bufferc8504&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[20] https://www.adweek.com/media/the-metaverse-will-reshape-digital-marketing-for-decades-to-come/
[15] https://www.adweek.com/agencies/what-ad-agencies-should-be-doing-to-demonstrate-their-value-in-2022/
[15] https://www.adweek.com/media/instagram-begins-rolling-out-3-feed-options-including-chronological/
[15] https://www.adweek.com/media/decrypt-medias-new-nft-production-studio-is-generating-six-figure-revenues/
[15] https://climatechange.org.au/2022s-food-impact-trends-are-all-about-climate-change-adweek/
[15] https://www.adweek.com/creativity/11-of-the-most-accessible-brand-campaigns-and-actions-of-2021/
[14] https://www.adweek.com/brand-marketing/legal-cannabis-could-become-a-30-billion-us-industry-in-2022-heres-where-it-will-grow/
[14] https://www.adweek.com/creativity/planet-fitness-helps-dennis-rodman-william-shatner-and-more-feel-fitacular-in-new-ad/
[14] https://www.adweek.com/brand-marketing/coronas-new-beer-adds-vitamin-d-removes-alcohol/
[13] https://twitter.com/Adweek/status/1478139865577439235

Top URLs in Tweet in G3:
[25] https://www.adweek.com/brand-marketing/edelman-still-refusing-to-look-up-says-climate-scientist-who-inspired-dont-look-up-film/
[15] https://www.adweek.com/brand-marketing/edelman-clients-and-climate/
[6] https://www.adweek.com/agencies/applications-are-open-for-adweeks-2022-media-agency-of-the-year/
[6] https://www.adweek.com/media/to-find-growth-on-tiktok-marketers-need-to-think-granular-and-niche/
[5] https://www.adweek.com/brand-marketing/student-athlete-and-brand-partnerships-increase-following-new-nil-policy/
[4] https://www.adweek.com/agencies/ddb-chicago-named-orkins-strategic-business-and-creative-agency-of-record/
[4] https://www.adweek.com/agencies/after-breaking-bread-on-an-icy-i-95-this-legacy-bakery-finally-got-on-social-media/
[4] https://twitter.com/Adweek/status/1480928758567776267
[4] https://www.adweek.com/commerce/why-marketers-might-never-move-past-90s-nostalgia/
[3] https://www.adweek.com/commerce/best-buy-expands-its-ad-business-with-revamped-in-house-media-unit/

Top URLs in Tweet in G4:
[8] https://www.adweek.com/agencyspy/we-are-rosie-gives-10000-bonuses-after-signing-with-align-capital/174926/
[3] https://www.adweek.com/commerce/why-marketers-might-never-move-past-90s-nostalgia/
[2] https://www.adweek.com/agencies/pabst-blue-ribbon-deletes-tweets-about-eating-ass-saying-they-were-in-poor-judgment/
[2] https://www.adweek.com/brand-marketing/why-every-marketer-should-prioritize-personal-brand/amp/
[2] https://twitter.com/adweek/status/1480494666869055489
[1] https://www.adweek.com/brand-marketing/hardees-franchisee-tells-chain-clean-its-ads-99847/
[1] https://www.adweek.com/media/adweek-podcast-everything-expect-2022/
[1] https://itunes.apple.com/us/podcast/yeah-thats-probably-an-ad/id1148183191?mt=2
[1] https://open.spotify.com/show/54n1zg3OhfKTd4LdoK6rCo
[1] https://twitter.com/tiffmoustakas/status/1480954988457250817

Top URLs in Tweet in G5:
[5] https://www.adweek.com/tvnewser/january-2021-ratings-cnn-is-the-no-1-network-on-cable-television/469800/
[2] 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/the-views-ana-navarro-has-tested-positive-for-the-coronavirus/497544/
[1] https://twitter.com/i/web/status/1481457144469852167
[1] https://www.adweek.com/tvnewser/sunday-jan-9-scoreboard-steve-hilton-leads-fox-to-win-in-primetime-demo/497804/
[1] https://www.adweek.com/tvnewser/jan-6-select-committee-to-ask-sean-hannity-for-voluntary-cooperation-with-investigation-of-u-s-capitol-attack/497193/
[1] https://www.adweek.com/tvnewser/saturday-jan-8-scoreboard-jesse-watters-jeanine-pirro-split-first-place-in-primetime/497800/
[1] https://www.adweek.com/tvnewser/saturday-jan-1-scoreboard-fox-news-is-no-1-on-new-years-day/497222/
[1] https://www.adweek.com/tvnewser/wednesday-dec-29-scoreboard-nearly-3-million-watch-fox-news-live-coverage-of-ghislane-maxwell-guilty-verdict/496882/
[1] https://www.adweek.com/tvnewser/thursday-dec-30-scoreboard-the-five-is-no-1-in-total-viewers-and-among-adults-25-54/496924/?ntfData=login

Top URLs in Tweet in G6:
[2] http://scuderiadinoscaglietti.blogspot.com/2013/04/greenspeedmotorious-drivers-license.html?m=1
[2] https://www.govinfo.gov/content/pkg/CHRG-115shrg28123/pdf/CHRG-115shrg28123.pdf
[2] https://www.adweek.com/digital/lawmakers-come-short-data-broker-probe-145092/
[2] https://www.troygroup.com/products/documentsoftware/check-printing-software.html
[2] https://lrus.wolterskluwer.com/news/securities-regulation-daily/senate-sec-oversight-hearing-focuses-on-edgar-equifax-breaches/37866/
[2] http://bit.ly/AppleBank_MotoriousDriversLicense
[2] http://dinochallengesradale.blogspot.com/2013/03/california-mille-migliapikes-peak.html?m=1
[1] https://twitter.com/motorious_nyc/status/1394080249055416321?s=19
[1] https://tuneup.substack.com/p/motorioustv

Top URLs in Tweet in G7:
[5] https://www.adweek.com/convergent-tv/warnermedia-and-viacomcbs-are-exploring-selling-the-cw/
[5] https://www.adweek.com/tvnewser/poppy-harlow-will-host-a-new-cnn-series/498048/
[4] https://www.adweek.com/tvnewser/cbs-news-names-scott-macfarlane-congressional-correspondent/497111/
[3] https://www.adweek.com/convergent-tv/roku-platform-chief-scott-rosenberg-is-stepping-down/
[3] https://www.adweek.com/tvnewser/audie-cornish-headed-to-cnn-from-npr/497631/
[3] https://www.adweek.com/tvnewser/fox-news-names-jeanine-pirro-full-time-co-host-of-the-five/497955/
[3] https://www.adweek.com/tvnewser/acclaimed-spanish-language-journalist-leon-krauze-named-co-anchor-of-univisions-late-night-newscast/498003/
[2] https://www.adweek.com/convergent-tv/peacock-livestream-all-nbcuniversal-winter-olympics-coverage/
[2] https://www.adweek.com/convergent-tv/warnermedia-measurement-alternative/
[2] https://www.adweek.com/convergent-tv/watch-the-2022-winter-olympics-across-nbcuniversal-platforms/

Top URLs in Tweet in G8:
[24] http://www.adweek.com/socialtimes/social-media-jobs-karhoo-creativefeed-hero-group/633562?utm_source=twitterfeed&utm_medium=twitter
[3] https://www.adweek.com/partner-articles/a-look-back-at-some-of-most-innovative-audio-campaigns-of-2021/
[3] https://www.adweek.com/partner-articles/how-marketers-can-best-harness-their-first-party-assets-for-personalization/
[3] https://www.adweek.com/brand-marketing/top-branding-fails-of-2021-and-what-if-anything-brands-learned/
[2] https://www.adweek.com/sponsored/5-consumer-centric-trends-driving-the-industry-forward-in-2022/
[2] https://www.adweek.com/partner-articles/how-ai-is-paving-the-way-to-greater-humanity-in-marketing/
[2] https://www.adweek.com/sponsored/a-marketers-guide-to-twitch/
[2] https://www.adweek.com/partner-articles/the-top-marketing-trends-to-adopt-and-drop-in-2022/
[2] https://www.adweek.com/commerce/companies-are-betting-on-a-new-form-of-conversational-commerce/
[2] https://www.linkedin.com/slink?code=ec5dXY7C

Top URLs in Tweet in G9:
[6] https://www.adweek.com/social-marketing/twitter-debuts-branded-like-custom-response-activations-to-back-scream-2022/
[5] https://www.adweek.com/social-marketing/fox-sports-twitter-team-up-again-for-next-2-world-cups/
[4] https://www.adweek.com/social-marketing/pinterest-brands-debuting-new-products-must-catch-the-attention-of-gen-z/
[3] https://www.adweek.com/media/2022-instagram-trend-report-eyes-how-gen-z-will-shape-culture-next-year/
[3] http://olive.com/
[3] https://www.adweek.com/social-marketing/nhl-extends-a-partnership-branch-to-olive/
[3] https://www.adweek.com/social-marketing/cfp-espn-twitter-to-go-hot-off-the-presses-at-college-football-championship-game/
[3] https://www.adweek.com/media/brands-are-both-purveyors-and-customers-of-the-open-internet/
[2] https://www.adweek.com/media/clubhouse-how-to-view-your-saved-replays/
[2] https://www.adweek.com/media/instagram-begins-rolling-out-3-feed-options-including-chronological/

Top URLs in Tweet in G10:
[2] https://www.adweek.com/agencies/my-hopeful-new-years-resolution-for-agencies/
[2] https://www.adweek.com/commerce/why-marketers-might-never-move-past-90s-nostalgia/
[2] https://www.adweek.com/media/the-metaverse-will-reshape-digital-marketing-for-decades-to-come/
[1] http://adweek.us/aNezfveh
[1] http://adweek.us/wL37sitB
[1] http://adweek.us/XvWARO3p
[1] http://adweek.us/deOtoA0c
[1] http://adweek.us/gKPhk5ay
[1] http://adweek.us/KEsGXCsi
[1] http://adweek.us/nfWBGEax

Top Domains
Top Domains in Tweet in Entire Graph:
[4103] adweek.com
[310] twitter.com
[95] linkedin.com
[45] adweek.us
[35] google.com
[17] org.au
[13] tvnewscheck.com
[13] twinybots.ch
[12] youtube.com
[12] oracle.com

Top Domains in Tweet in G1:
[1096] adweek.com
[46] twitter.com
[7] youtube.com
[5] linkedin.com
[4] adweek.us
[2] adweek.it
[1] adweekcreatorvisionaryawards.com
[1] apple.com
[1] spotify.com
[1] okt.to

Top Domains in Tweet in G2:
[1596] adweek.com
[118] twitter.com
[34] google.com
[30] linkedin.com
[15] org.au
[13] tvnewscheck.com
[10] twinybots.ch
[8] oracle.com
[5] apple.news
[5] ispot.tv

Top Domains in Tweet in G3:
[198] adweek.com
[40] twitter.com
[2] ampproject.org
[1] convinceandconvert.com
[1] adweek.us
[1] nytimes.com
[1] retailingafrica.com
[1] adweekcreatorvisionaryawards.com
[1] youtube.com
[1] cheemsburger.app

Top Domains in Tweet in G4:
[31] adweek.com
[23] twitter.com
[2] instagram.com
[2] tiktok.com
[1] apple.com
[1] spotify.com
[1] wearerosie.com
[1] jeeves.design
[1] heysummit.com
[1] dcx.nyc

Top Domains in Tweet in G5:
[24] adweek.com
[2] twitter.com

Top Domains in Tweet in G6:
[4] blogspot.com
[2] govinfo.gov
[2] adweek.com
[2] troygroup.com
[2] wolterskluwer.com
[2] bit.ly
[1] twitter.com
[1] substack.com

Top Domains in Tweet in G7:
[93] adweek.com
[4] twitter.com
[1] eseller365.com

Top Domains in Tweet in G8:
[56] adweek.com
[3] linkedin.com
[2] globaldigitalfashion.com
[2] twitter.com
[1] webcasts.com
[1] lineup.com
[1] youtube.com

Top Domains in Tweet in G9:
[78] adweek.com
[6] twitter.com
[3] olive.com

Top Domains in Tweet in G10:
[40] adweek.us
[8] adweek.com
[2] twitter.com
[1] youtube.com
[1] geretyawards.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[198] marketing
[166] analytics
[153] adweekoutlook
[120] googleads
[120] facebookads
[101] branding
[74] socialmedia
[69] metaverse
[65] adweekchat
[64] salesenablement



Top Hashtags in Tweet in G1:
[136] adweekoutlook
[31] outlook2022
[24] marketing
[20] adweekchat
[17] curaleaf
[15] advertising
[14] thebatman
[13] metaverse
[12] brands
[9] ces2022

Top Hashtags in Tweet in G2:
[166] analytics
[120] googleads
[120] facebookads
[97] marketing
[57] pacdigitalsigns
[42] strategy
[42] alexavery
[24] advertising
[22] nft
[22] marketingnews

Top Hashtags in Tweet in G3:
[26] outlook2022
[18] cheemsinu
[18] bsc
[16] greenwashing
[15] bscgem
[15] gem
[15] cryptocurrency
[15] gains
[12] cryptoinvestment
[10] adweekoutlook

Top Hashtags in Tweet in G4:
[44] popchat
[36] adweekchat
[7] chataboutbrand
[2] metaverse
[1] outlook2022
[1] web3
[1] futurist
[1] nationalroastday
[1] fundfemalefounders
[1] weouthere

Top Hashtags in Tweet in G5:
[1] cnn
[1] msnbc

Top Hashtags in Tweet in G7:
[2] tca22
[2] asknewser
[1] outlook2022
[1] sportstech

Top Hashtags in Tweet in G8:
[41] marketing
[24] social_media
[24] fbnsm
[24] smm
[24] socialmedia
[12] branding
[11] metaverse
[8] digitalmarketing
[4] audio
[3] creative

Top Hashtags in Tweet in G9:
[12] twitter
[10] instagram
[8] clubhouse
[7] meta
[7] facebook
[4] snapchat
[4] nhl
[4] scream
[3] pinterest
[3] olive

Top Hashtags in Tweet in G10:
[10] nationalroastday
[3] marketing
[2] geretyawards
[2] gerety2022
[2] technology
[1] redefining
[1] creative
[1] benchmarks
[1] advertising
[1] creativity

Top Words
Top Words in Tweet in Entire Graph:
[2927] adweek
[696] 2022
[623] year
[573] marketing
[448] more
[414] media
[373] brand
[365] ad
[347] brands
[319] 2021

Top Words in Tweet in G1:
[1090] adweek
[254] year
[227] 2022
[178] brand
[163] media
[155] more
[136] #adweekoutlook
[129] brands
[122] marketing
[112] 2021

Top Words in Tweet in G2:
[283] marketing
[205] 2022
[197] adweek
[166] #analytics
[120] #googleads
[120] #facebookads
[97] #marketing
[95] media
[91] ad
[84] year

Top Words in Tweet in G3:
[553] adweek
[208] climate
[166] klundster
[125] look
[121] fossil
[121] fuel
[107] edelmanpr
[100] scientist
[99] michaelemann
[70] clients

Top Words in Tweet in G4:
[496] adweek
[236] griner
[117] shannonl_miller
[83] brianne2k
[61] dereklwalker
[53] creative
[52] black
[51] talent
[51] year
[51] a3

Top Words in Tweet in G5:
[142] news
[92] fox
[91] tv
[90] ratings
[89] total
[89] viewers
[83] thefive
[81] tvnewsnow
[64] jan
[51] cable

Top Words in Tweet in G6:
[6] motorious_nyc
[6] mo_motors_inc
[4] motorious_eu
[3] slackstatus
[3] cushwakeretail
[3] autonation
[3] barneysny
[3] boomtown
[3] bfeld
[3] kimheismann

Top Words in Tweet in G7:
[52] adweek
[41] news
[36] anchor
[36] gt
[28] jasonlynch
[26] co
[24] tvnewser
[21] named
[20] newscast
[19] year

Top Words in Tweet in G8:
[41] #marketing
[35] adweek
[26] here's
[24] stejules
[24] hiring
[24] #social_media
[24] #fbnsm
[24] #smm
[24] #socialmedia
[19] brands

Top Words in Tweet in G9:
[24] adweek
[20] twitter
[14] next
[12] #twitter
[11] socialprodaily
[10] #instagram
[10] twittersports
[9] 2022
[9] instagram
[9] clubhouse

Top Words in Tweet in G10:
[27] adweek
[18] adage
[14] 2022
[12] uncommon_ldn
[11] look
[10] boomer
[10] #nationalroastday
[10] wendys
[9] 2021
[7] year

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[166] griner,adweek
[134] fossil,fuel
[120] #analytics,#googleads
[120] #googleads,#facebookads
[117] fox,news
[112] climate,scientist
[97] social,media
[92] total,viewers
[89] super,bowl
[89] tv,ratings

Top Word Pairs in Tweet in G1:
[37] social,media
[35] insideroblox,adweek
[31] always,hated
[31] hated,idea
[31] idea,way
[31] way,achieve
[31] achieve,mental
[31] mental,stability
[31] stability,unplug
[31] unplug,entirely

Top Word Pairs in Tweet in G2:
[120] #analytics,#googleads
[120] #googleads,#facebookads
[42] #strategy,#marketing
[42] #marketing,#analytics
[42] #analytics,#alexavery
[27] begins,rolling
[24] reshape,digital
[24] digital,marketing
[23] super,bowl
[22] extra,extra

Top Word Pairs in Tweet in G3:
[121] fossil,fuel
[100] climate,scientist
[70] refusing,look
[64] sticking,fossil
[62] fuel,clients
[61] michaelemann,climate
[55] scientist,inspired
[49] adweek,klundster
[45] clients,edelmanpr
[45] edelmanpr,refusing

Top Word Pairs in Tweet in G4:
[139] griner,adweek
[67] brianne2k,adweek
[66] shannonl_miller,adweek
[47] adweek,dereklwalker
[43] griner,shannonl_miller
[42] adweek,a3
[36] year,adweek
[36] black,creative
[36] creative,talent
[36] branded,space

Top Word Pairs in Tweet in G5:
[91] fox,news
[89] tv,ratings
[89] total,viewers
[79] ratings,fox
[76] tvnewsnow,tv
[51] cable,news
[45] news,america
[45] news,channel
[32] america,cable
[32] channel,total

Top Word Pairs in Tweet in G6:
[3] slackstatus,cushwakeretail
[3] cushwakeretail,autonation
[3] autonation,barneysny
[3] boomtown,bfeld
[3] kimheismann,dan_kammen
[3] dan_kammen,berkeleyrael
[2] motorious_nyc,mo_motors_inc
[2] mo_motors_inc,slackstatus
[2] barneysny,nycmwbe
[2] nycmwbe,startupweekend

Top Word Pairs in Tweet in G7:
[19] co,anchor
[18] gt,gt
[17] acclaimed,spanish
[17] spanish,language
[17] language,journalist
[17] named,co
[17] anchor,univision
[17] univision,late
[17] late,night
[17] night,newscast

Top Word Pairs in Tweet in G8:
[24] stejules,here's
[24] here's,hiring
[24] hiring,#social_media
[24] #social_media,#fbnsm
[24] #fbnsm,#smm
[24] #smm,#marketing
[24] #marketing,#socialmedia
[11] top,#branding
[11] #branding,fails
[11] fails,2021

Top Word Pairs in Tweet in G9:
[7] college,football
[5] #meta,#facebook
[5] adweek,latest
[5] latest,twittersports
[5] twittersports,working
[5] working,espn
[5] espn,cfbplayoff
[5] cfbplayoff,next
[5] next,monday's
[5] monday's,college

Top Word Pairs in Tweet in G10:
[10] adage,look
[10] look,boomer
[10] boomer,adweek
[10] adweek,#nationalroastday
[9] wendys,adage
[5] adweek,adage
[4] become,one
[4] one,hottest
[4] hottest,shops
[4] shops,uk

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@griner
@brianne2k
@insideroblox
@nicoletabak
@jesszafarris
@philpirkovic
@ttlambo1
@michellivanking
@laurellu

Top Replied-To in G1:
@adweek
@insideroblox
@nicoletabak
@davidcbaker
@griner
@ashleyrcummings
@donnathorson
@chrisharihar
@pattimmons_
@meseretambachew

Top Replied-To in G2:
@get_banyan

Top Replied-To in G3:
@adweek
@griner
@ttlambo1
@christinearena
@jesszafarris
@almannarino
@jamesonfleming
@nicoletabak
@luzcorona_
@brianne2k

Top Replied-To in G4:
@griner
@brianne2k
@adweek
@philpirkovic
@michellivanking
@laurellu
@dereklwalker
@shannonl_miller
@mosheisaacian
@vikkirosswrites

Top Replied-To in G5:
@tvnewsnow
@brianstelter
@aaronworthing
@numbersmuncher

Top Replied-To in G6:
@motorious_nyc
@mo_motors_inc

Top Replied-To in G7:
@poppyharlowcnn
@dove
@molliecahillane

Top Replied-To in G8:
@louhoffman

Top Replied-To in G9:
@adweek
@griner
@reallychristina
@shepardlindsey
@mozilla
@doordash

Top Replied-To in G10:
@uncommon_ldn
@adage
@adweek
@thr
@marysuemasson
@funwithdirt1
@bornishere

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@klundster
@griner
@shannonl_miller
@edelmanpr
@michaelemann
@thefive
@tvnewsnow
@christinearena
@hiebertpaul

Top Mentioned in G1:
@adweek
@nicoletabak
@insideroblox
@pabstblueribbon
@vidmob
@curaleaf_inc
@collmerica
@oracle
@nctsmtown_127
@oreo

Top Mentioned in G2:
@cxintersect
@iethics
@nftnewstoday
@cloudatalytics
@nftsblog
@brightside172
@amitgupta9
@zackwgreenfield
@socialbeehq
@blackdollarz1

Top Mentioned in G3:
@adweek
@klundster
@edelmanpr
@michaelemann
@christinearena
@hiebertpaul
@jesszafarris
@emmyliederman
@rafelitoc7
@jamesonfleming

Top Mentioned in G4:
@adweek
@griner
@shannonl_miller
@dereklwalker
@stephanienolson
@brianne2k
@jaydeipowell
@tlstanleyla
@cindygallop
@themcinerney

Top Mentioned in G5:
@thefive
@tvnewsnow
@jessebwatters
@joeconchatv
@greggutfeld
@tuckercarlson
@seanhannity
@bretbaier
@danaper
@maddow

Top Mentioned in G6:
@motorious_nyc
@mo_motors_inc
@motorious_eu
@slackstatus
@cushwakeretail
@autonation
@barneysny
@boomtown
@bfeld
@kimheismann

Top Mentioned in G7:
@adweek
@jasonlynch
@tvnewser
@leonkrauze
@jczamora
@ajkatztv
@molliecahillane
@tvspynews
@poppyharlowcnn
@davidakaplan

Top Mentioned in G8:
@adweek
@stejules
@marshacollier
@epsilonmktg
@sxmmediagroup
@awbrandshare
@nftsxwtf
@twitch
@amazonads
@persado

Top Mentioned in G9:
@adweek
@socialprodaily
@twittersports
@foxsports
@ikeausa
@lucy28southern
@cfbplayoff
@espn
@mozilla
@shepardlindsey

Top Mentioned in G10:
@adage
@adweek
@wendys
@uncommon_ldn
@google
@hm
@brittaneykiefer
@bornishere
@pamscobbie
@nilsleonard

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@gambiste1
@ejlazar
@tinamarie_80s
@bitcoinagile
@delta
@thedeveloperbot
@ginalawriw

Top Tweeters in G1:
@1loriking
@jfsebastian146
@jjj5819
@tacobell
@africaupdates
@donnathorson
@ambiimoore
@nightberryrose
@nycknp
@gwinniejones

Top Tweeters in G2:
@bitcoinagile
@ginalawriw
@backstorymom1
@dancas2
@jackiedeburca
@jimmyroybloom
@jchapman1729
@sarang143u
@nigelbigmeech
@paulwiggins

Top Tweeters in G3:
@delta
@avosfrommexico
@mcdonalds
@ansisegle
@walmart
@michael_kunz
@nayasala
@e2dot7182818284
@wsj
@threader

Top Tweeters in G4:
@tinamarie_80s
@gojira007x
@corytownes
@bornceo
@lindseycreated
@sfdirewolf
@cindygallop
@gawlinskilaura
@thatvdovault
@tonjastidhum

Top Tweeters in G5:
@aaronworthing
@1swinging_voter
@brianstelter
@tsand88
@lesliemarshall
@fran4oliveri
@bayleyraefan
@newsmax
@tedsage1
@mikevaden2

Top Tweeters in G6:
@ft
@motorsport
@softbank
@wsjcentralbanks
@automotive_news
@advertisingweek
@speed
@alexiskold
@bfeld
@archdigest

Top Tweeters in G7:
@dgendvil
@carolmaewy
@metaquest
@ami_tvdfan
@ungdlyhrxjaguar
@mdrfl
@uninoticias
@shanchan_37
@tracytran
@avd911

Top Tweeters in G8:
@ejlazar
@gezgintrk
@phycoinsc
@marshacollier
@bobguildner
@gosquad22
@pandoramusic
@robinheed
@vanityfair
@warriors

Top Tweeters in G9:
@wwe
@tsnmike
@nhl
@foxsoccer
@espn
@rashaddhawkins
@foxsports
@bretjust1t
@2addicted2
@fifacom

Top Tweeters in G10:
@guardian
@thr
@mashable
@variety
@forbes
@fastcompany
@ew
@techcrunch
@wendys
@thedrum