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adweek_2022-06-10_09-18-35.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 10, 2022
Short Description:
adweek via NodeXL https://bit.ly/39a70rG
@adweek
@motorious_os
@tvnewsnow
@cnn
@rwm40255975
@seanhannity
@longasucan2
@dbongino
@thehill
@ajkatztv

Top hashtags:
#adweekchat
#analytics
#googleads
#facebookads
#branding
#salesenablement
#media
#socialmedia
#marketing

Description:
Description
The graph represents a network of 4,286 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, 10 June 2022 at 16:24 UTC.

The requested start date was Friday, 10 June 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, 22-hour, 51-minute period from Wednesday, 25 May 2022 at 20:30 UTC to Thursday, 09 June 2022 at 19:21 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 : 4286
Unique Edges : 4155
Edges With Duplicates : 9707
Total Edges : 13862
Number of Edge Types : 5
Retweet : 2605
MentionsInRetweet : 3995
Mentions : 3190
Replies to : 824
Tweet : 3248
Self-Loops : 3310
Reciprocated Vertex Pair Ratio : 0.0565247732030705
Reciprocated Edge Ratio : 0.107001321003963
Connected Components : 785
Single-Vertex Connected Components : 606
Maximum Vertices in a Connected Component : 2759
Maximum Edges in a Connected Component : 10928
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.811718
Graph Density : 0.000329748534072835
Modularity : 0.362467
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,286 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, 10 June 2022 at 16:24 UTC.

The requested start date was Friday, 10 June 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, 22-hour, 51-minute period from Wednesday, 25 May 2022 at 20:30 UTC to Thursday, 09 June 2022 at 19:21 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:
[56] https://www.adweek.com/tvnewser/saturday-june-4-scoreboard-dan-bongino-is-tops-in-primetime/508527/
[55] https://www.adweek.com/agencies/one-minute-briefs-founder-nick-entwistle-accused-of-assault-by-former-contract-employee/
[31] https://tweetedtimes.com/v/296
[29] https://www.adweek.com/performance-marketing/customers-want-personal-advisors-not-advertisers/
[28] https://www.adweek.com/commerce/cash-credit-or-crypto-why-digital-currency-is-an-inevitable-payment-option/
[28] https://www.adweek.com/tvnewser/these-anchors-correspondents-are-on-location-covering-uvalde-texas-school-shooting/507998/
[27] https://www.adweek.com/brand-marketing/why-you-cant-do-strategy-without-innovation/
[26] https://www.adweek.com/performance-marketing/optimize-your-affiliate-marketing-efforts-with-keyword-research/
[23] https://www.adweek.com/brand-marketing/brands-need-to-look-beyond-social-to-engage-with-all-humans/
[23] https://www.adweek.com/tvnewser/may-22-ratings-fox-news-delivers-2nd-largest-may-audience-in-network-history/508109/

Top URLs in Tweet in G1:
[11] https://event.adweek.com/elevate-hispanic-tv-2022/
[9] https://www.adweek.com/agencies/stella-artois-strips-down-its-ads-and-goes-au-naturel-to-showcase-unfiltered-beer/?utm_content=buffer85a14&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.adweek.com/brand-marketing/music-will-be-the-gravitational-force-driving-the-hyperverse/
[7] https://www.adweek.com/programmatic/yahoo-and-amobee-dsps-remove-google-open-bidding-as-a-source-of-supply/
[7] https://www.adweek.com/creativity/this-project-fights-russian-propaganda-by-disguising-ukrainian-news-as-pirated-entertainment/
[6] https://www.adweek.com/media/iheartmedia-and-state-farm-enter-the-metaverse/?utm_content=buffer5e3d5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.adweek.com/media/misinformation-woes-persist-for-advertisers/
[6] https://www.adweek.com/brand-marketing/music-will-be-the-gravitational-force-driving-the-hyperverse/?curator=MediaREDEF
[6] https://www.adweek.com/programmatic/googles-privacy-sandbox-origin-trials/
[5] https://adweek.it/3GtGdmj

Top URLs in Tweet in G2:
[31] https://tweetedtimes.com/v/296
[15] https://www.adweek.com/brand-marketing/why-you-cant-do-strategy-without-innovation/
[10] https://www.adweek.com/commerce/pepsi-ends-sponsorship-super-bowl-halftime-show/
[10] https://twinybots.ch/
[10] https://www.adweek.com/brand-marketing/brands-need-to-look-beyond-social-to-engage-with-all-humans/
[10] https://www.adweek.com/programmatic/french-sites-ordered-to-stop-using-google-analytics/
[7] https://twitter.com/Adweek/status/1534686743965859840
[6] https://www.adweek.com/brand-marketing/the-future-of-content-is-personalized/
[5] https://www.adweek.com/partner-articles/the-newest-member-of-the-content-marketing-team-is-ai/?ref=quuu
[5] https://www.adweek.com/brand-marketing/weed-brands-hit-main-street-usa-in-summer-festivals-and-fairs/

Top URLs in Tweet in G3:
[50] https://www.adweek.com/agencies/one-minute-briefs-founder-nick-entwistle-accused-of-assault-by-former-contract-employee/
[8] https://twitter.com/Adweek/status/1534153414430572544
[6] https://www.adweek.com/brand-marketing/why-lego-is-asking-the-lgbtq-community-to-build-a-giant-pride-alphabet-out-of-bricks/?utm_content=bufferc7e97&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.adweek.com/agencies/indie-agency-the-many-lays-off-roughly-half-its-staff/
[4] https://twitter.com/adweek/status/1534153414430572544
[4] https://event.adweek.com/adweek-abroad-in-cannes-2022
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277480
[3] https://www.adweek.com/agencies/how-agencies-can-appeal-to-clients-that-need-a-brand-refresh/
[3] https://www.adweek.com/agencies/bud-light-has-put-its-creative-account-up-for-review/
[3] https://www.adweek.com/agencies/beam-suntory-chooses-highdive-for-five-of-its-brands/

Top URLs in Tweet in G5:
[56] https://www.adweek.com/tvnewser/saturday-june-4-scoreboard-dan-bongino-is-tops-in-primetime/508527/
[21] https://www.adweek.com/tvnewser/may-22-ratings-fox-news-delivers-2nd-largest-may-audience-in-network-history/508109/
[2] https://www.adweek.com/tvnewser/monday-june-6-scoreboard-tucker-carlson-tonight-averages-nearly-3-5-million-viewers-at-8-pm/508643/
[1] https://www.adweek.com/tvnewser/tuesday-june-7-scoreboard-the-five-averages-3-3-million-viewers-at-5-pm/508715/
[1] https://www.adweek.com/tvnewser/sunday-june-5-scoreboard/508532/
[1] https://www.adweek.com/tvnewser/thursday-may-26-scoreboard-fox-news-continues-to-average-largest-audience-in-cable-news/508076/
[1] https://www.adweek.com/tvnewser/tuesday-may-3-scoreboard-tucker-carlson-is-no-1-in-total-viewers-adults-25-54/506829/
[1] https://www.adweek.com/tvnewser/tuesday-may-24-scoreboard-cable-newsers-present-wall-to-wall-coverage-of-uvalde-texas-school-shooting/508047/
[1] https://www.adweek.com/tvnewser/wednesday-may-25-scoreboard-cable-news-continues-to-see-large-audiences-from-continuing-coverage-of-horrific-uvalde-texas-school-shooting/508065/
[1] https://www.adweek.com/tvnewser/friday-may-27-scoreboard-the-five-is-most-watched-on-cable-tv/508090/

Top URLs in Tweet in G6:
[2] https://www.adweek.com/tvnewser/mandy-drury-leaving-cnbc-returning-to-australia/281242/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236629
[2] http://www.internetnews.com/bus-news/article.php/57851/Adrageous+247+Medias+IPO+Vs+DoubleClick.htm
[1] https://twitter.com/i/web/status/1534164327057477632
[1] https://twitter.com/i/web/status/1312105177076256769
[1] https://www.adweek.com/brand-marketing/mcdonalds-is-celebrating-queens-jubilee/
[1] https://www.adweek.com/commerce/inflation-has-become-a-perception-problem-for-companies
[1] https://www.adweek.com/brand-marketing/weed-brands-hit-main-street-usa-in-summer-festivals-and-fairs/
[1] https://www.adweek.com/brand-marketing/brands-womens-college-softball-world-series/
[1] https://www.adweek.com/brand-marketing/brands-need-to-look-beyond-social-to-engage-with-all-humans/

Top URLs in Tweet in G7:
[7] https://www.adweek.com/social-marketing/microsoft-edge-kicks-off-alt-text-adds-more-campaign-on-twitter-2/
[4] https://www.adweek.com/brand-marketing/atlanta-based-agency-slug-global-debuts-environmental-justice-vertical/
[3] https://www.adweek.com/media/meta-to-roll-out-lgbtq-safety-center-hub-on-facebook/
[2] https://www.adweek.com/media/meta-looks-to-core-apple-in-comments-filed-with-the-ntia/
[2] https://www.adweek.com/social-marketing/snap-introduces-dynamic-travel-ads/
[2] https://www.adweek.com/media/pinterest-opens-warsaw-office-to-serve-as-engineering-hub-for-central-europe/
[2] https://www.adweek.com/media/pinterest-sets-we-belong-here-initiatives-for-pride-month/
[2] https://www.adweek.com/media/tiktok-how-to-create-an-avatar/
[2] https://www.adweek.com/media/mcdonalds-is-loving-workplace-from-meta/
[2] https://www.adweek.com/brand-marketing/22-lgbtq-changemakers-creating-more-inclusive-spaces/

Top URLs in Tweet in G8:
[8] https://www.adweek.com/commerce/cash-credit-or-crypto-why-digital-currency-is-an-inevitable-payment-option/
[5] https://www.adweek.com/brand-marketing/the-boston-celtics-go-small-to-help-hometown-businesses-with-vistaprint/
[4] https://www.adweek.com/brand-marketing/baseball-portland-pickles-marketing/
[4] https://www.adweek.com/convergent-tv/peter-rice-fired-as-disney-tv-content-chief-replaced-by-dana-walden/
[2] https://www.adweek.com/brand-marketing/state-farm-gaming-connect-with-younger-consumers/
[2] https://www.adweek.com/social-marketing/most-powerful-women-in-sports-video-series/
[2] https://www.adweek.com/convergent-tv/fox-sets-fall-schedule-and-premiere-dates-after-not-doing-so-during-upfront-week/
[2] https://www.adweek.com/convergent-tv/comcast-found-ideal-ad-spend/
[2] https://www.adweek.com/brand-marketing/brands-womens-college-softball-world-series/
[1] https://twitter.com/Adweek/status/1532055429102051333

Top URLs in Tweet in G9:
[12] https://www.adweek.com/convergent-tv/cbs-summer-campaign-for-ghosts-keeps-spirit-of-show-alive-during-hiatus/
[5] https://twitter.com/Adweek/status/1529805805071093765
[3] https://twitter.com/adweek/status/1529805805071093765
[2] https://www.adweek.com/convergent-tv/hallmark-touts-nearly-100-original-movies-and-series-in-upfront-push/#
[1] https://www.adweek.com/convergent-tv/nbc-wins-tv-season-18-49-demo-cbs-no-1-total-viewers/

Top URLs in Tweet in G10:
[7] https://www.adweek.com/brand-marketing/what-web3-means-for-marketers/
[3] https://www.adweek.com/creativity/how-a-more-equitable-creator-economy-can-benefit-brands/
[3] https://www.adweek.com/social-marketing/whats-a-wagmi-a-marketers-guide-to-the-language-of-web3/
[2] https://www.adweek.com/brand-marketing/the-idea-that-you-only-come-out-once-is-a-falsehood/
[2] https://www.adweek.com/media/tiktok-begins-rolling-out-live-subscription-option/
[2] https://www.adweek.com/brand-marketing/marketers-are-reassessing-their-impact-in-the-metaverse/
[2] https://www.adweek.com/social-marketing/twitter-debuts-tweet-replies-ads-for-mobile-app-install-campaigns/
[2] https://www.adweek.com/brand-marketing/brands-need-to-look-beyond-social-to-engage-with-all-humans/
[2] https://www.adweek.com/commerce/pepsi-ends-sponsorship-super-bowl-halftime-show/
[1] https://twitter.com/whalar/status/1532026585313947648

Top Domains
Top Domains in Tweet in Entire Graph:
[3928] adweek.com
[315] twitter.com
[89] dlvr.it
[80] adweek.it
[43] bit.ly
[40] dy.si
[38] tweetedtimes.com
[28] tvnewscheck.com
[19] apple.com
[19] adweek.us

Top Domains in Tweet in G1:
[685] adweek.com
[71] adweek.it
[61] twitter.com
[13] smh.re
[12] apple.com
[8] spotify.com
[3] linkedin.com
[3] apple.news
[3] buff.ly
[3] ukufu.com

Top Domains in Tweet in G2:
[864] adweek.com
[84] twitter.com
[38] tweetedtimes.com
[32] dy.si
[28] tvnewscheck.com
[19] adweek.us
[15] google.com
[14] bit.ly
[10] twinybots.ch
[8] apple.news

Top Domains in Tweet in G3:
[185] adweek.com
[82] twitter.com
[5] spotify.com
[5] apple.com
[4] adweek.it
[4] nodexlgraphgallery.org
[1] youtube.com
[1] instagram.com
[1] wfanet.org
[1] nih.gov

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

Top Domains in Tweet in G6:
[8] adweek.com
[4] nodexlgraphgallery.org
[3] twitter.com
[2] internetnews.com
[1] crunchbase.com
[1] tumblr.com
[1] cdvca.org
[1] nyc.gov
[1] ladybugz.com
[1] blogspot.com

Top Domains in Tweet in G7:
[92] adweek.com
[6] twitter.com
[3] bit.ly
[1] google.com
[1] adweek.it

Top Domains in Tweet in G8:
[54] adweek.com
[8] twitter.com
[1] superstock.com
[1] placer.ai
[1] google.com

Top Domains in Tweet in G9:
[15] adweek.com
[8] twitter.com

Top Domains in Tweet in G10:
[37] adweek.com
[5] twitter.com
[1] ow.ly
[1] apple.com
[1] spotify.com
[1] soundcloud.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[176] adweekchat
[175] analytics
[174] googleads
[173] facebookads
[158] branding
[128] salesenablement
[113] media
[108] socialmedia
[99] marketing
[82] socialselling



Top Hashtags in Tweet in G1:
[45] adweekchat
[32] adweekelevate
[17] pride
[14] marketing
[13] smw
[12] advertising
[8] pridemonth
[8] iamfromhere
[7] sustainability
[6] proudvoices

Top Hashtags in Tweet in G2:
[75] pacdigitalsigns
[42] marketing
[20] effectvemp
[19] socialmedia
[13] digital
[12] advertising
[12] digitalmarketing
[12] freewheelemp
[11] contentmarketing
[11] trading

Top Hashtags in Tweet in G3:
[129] adweekchat
[41] timesup
[17] canneslions
[6] smprofs
[5] agencylife
[4] minions2
[4] fathersday
[3] pridemonth
[3] strangerthings
[3] superbowl

Top Hashtags in Tweet in G6:
[5] socialmedia
[4] pr
[2] motorioustv
[2] facebook
[2] google
[1] marketingmonday
[1] worldseries
[1] content
[1] contentcreation
[1] contentmarketing

Top Hashtags in Tweet in G7:
[17] facebook
[17] meta
[11] instagram
[8] twitter
[7] snapchat
[7] pinterest
[6] alttextaddsmore
[5] tiktok
[5] messenger
[4] pridemonth

Top Hashtags in Tweet in G8:
[6] sportsbiz
[5] digitalcurrency
[5] payment
[5] fintech
[5] crypto
[5] bitcoin
[5] blockchain
[3] nbafinals
[2] storytelling
[2] skytown

Top Hashtags in Tweet in G9:
[23] summerofghosts
[3] ghostscbs
[2] ghosties
[2] isaachiggintoot
[1] comiccon
[1] sdcc

Top Hashtags in Tweet in G10:
[12] creatoreconomy
[12] metaverse
[11] digitalmarketing
[9] web3
[9] nfts
[4] marketing
[3] canneslions2022
[3] culture
[3] advertising
[2] whalaratcannes

Top Words
Top Words in Tweet in Entire Graph:
[2593] adweek
[2376] šà
[1782] ψ
[1485] Ĉ
[1188] µà
[891] ˆà
[695] marketing
[610] more
[550] news
[370] media

Top Words in Tweet in G1:
[918] adweek
[124] more
[113] media
[110] brands
[96] marketing
[88] brand
[86] creative
[75] first
[71] company
[71] one

Top Words in Tweet in G2:
[198] adweek
[136] more
[107] marketing
[76] brands
[75] #pacdigitalsigns
[73] social
[57] media
[54] see
[53] news
[53] brand

Top Words in Tweet in G3:
[768] adweek
[128] #adweekchat
[123] more
[112] emmyliederman
[84] _oliviamorley
[84] people
[72] work
[72] year
[68] griner
[68] ad

Top Words in Tweet in G4:
[2376] šà
[1782] ψ
[1485] Ĉ
[1188] µà
[891] ˆà
[370] gratitudedna
[297] žà
[150] ม
[149] ให
[74] ไอซ

Top Words in Tweet in G5:
[294] news
[186] tv
[186] ratings
[185] fox
[172] tvnewsnow
[135] total
[135] viewers
[108] watched
[102] channel
[93] june

Top Words in Tweet in G6:
[18] adweek
[8] cnbc
[7] caddymarketing
[5] news
[5] #socialmedia
[4] nodexl
[4] go
[4] sources
[4] #pr
[4] industry

Top Words in Tweet in G7:
[68] adweek
[24] pride
[20] stars
[17] #facebook
[17] #meta
[16] microsoft
[15] tiffmoustakas
[15] tracyegilchrist
[14] twitter
[14] themcinerney

Top Words in Tweet in G8:
[72] adweek
[17] picklesbaseball
[14] culturecollide
[14] celtics
[12] molliecahillane
[12] sports
[12] year
[11] notteham
[10] adweek's
[9] join

Top Words in Tweet in G9:
[38] ghostscbs
[36] adweek
[25] summer
[24] show
[23] ghosts
[23] #summerofghosts
[22] cbs
[19] ghostscbsfans
[16] spirit
[16] alive

Top Words in Tweet in G10:
[52] adweek
[16] adamilenich
[12] #creatoreconomy
[12] marketers
[12] #metaverse
[11] #digitalmarketing
[10] more
[9] whalar
[9] #web3
[9] #nfts

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1188] šà,šà
[891] šà,µà
[594] ψ,ψ
[594] ψ,Ĉ
[297] gratitudedna,ψ
[297] ƒà,žà
[297] žà,œà
[297] œà,ˆà
[297] ˆà,ˆà
[297] ˆà,šà

Top Word Pairs in Tweet in G1:
[38] social,media
[24] media,week
[23] creative,director
[22] based,company
[21] former,contract
[21] contract,employee
[21] employee,based
[21] company,one
[21] one,minute
[21] minute,briefs

Top Word Pairs in Tweet in G2:
[38] top,story
[38] see,more
[35] social,media
[15] super,bowl
[15] brands,need
[14] affiliate,marketing
[13] state,farm
[12] aapi,creative
[12] api,v14
[12] customers,personal

Top Word Pairs in Tweet in G3:
[44] emmyliederman,_oliviamorley
[40] spread,word
[40] word,#timesup
[39] vikkirosswrites,spread
[33] ad,industry
[32] _oliviamorley,adweek
[25] alleged,assault
[25] more,stories
[22] griner,adweek
[21] well,done

Top Word Pairs in Tweet in G4:
[1188] šà,šà
[891] šà,µà
[594] ψ,ψ
[594] ψ,Ĉ
[297] gratitudedna,ψ
[297] ƒà,žà
[297] žà,œà
[297] œà,ˆà
[297] ˆà,ˆà
[297] ˆà,šà

Top Word Pairs in Tweet in G5:
[185] tv,ratings
[185] fox,news
[172] tvnewsnow,tv
[147] ratings,fox
[135] total,viewers
[102] news,channel
[73] channel,total
[57] cable,news
[55] watched,cable
[52] watched,news

Top Word Pairs in Tweet in G6:
[4] go,sources
[4] sources,#pr
[4] #pr,#socialmedia
[4] #socialmedia,industry
[4] industry,news
[4] news,best
[4] best,practices
[4] practices,improved
[4] improved,techniques
[3] adweek,nodexl

Top Word Pairs in Tweet in G7:
[19] pride,stars
[14] #meta,#facebook
[10] hellobosco,slugglobal
[10] field,trip
[8] 2022,pride
[7] alt,text
[6] microsoft,edge
[6] edge,kicks
[6] kicks,alt
[6] text,adds

Top Word Pairs in Tweet in G8:
[9] picklesbaseball,culturecollide
[8] next,episode
[8] episode,adweek's
[7] adweek's,powerful
[7] powerful,women
[7] culturecollide,adweek
[7] latest,adweek
[6] women,sports
[6] title,ix
[5] rafelitoc7,latest

Top Word Pairs in Tweet in G9:
[15] excited,share
[15] share,#summerofghosts
[14] melissaraccoon2,adweek
[14] ghostscbs,excited
[11] adweek,ghosts
[11] spirit,alive
[10] ghostscbsfans,melissaraccoon2
[10] ghosts,freshman
[10] freshman,season
[10] season,ended

Top Word Pairs in Tweet in G10:
[7] #web3,means
[7] means,marketers
[7] marketers,#digitalmarketing
[7] #digitalmarketing,#nfts
[7] #nfts,#metaverse
[6] partnership,adweek
[6] izmesteffy,adweek
[5] social,media
[5] media,week
[5] key,terms

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@daksahoy
@jesszafarris
@griner
@notteham
@barel14603
@tomwilding
@koolnewsbracken
@carly_chell
@itskennyatta

Top Replied-To in G1:
@adweek
@mariagiesela
@genzioco
@mpanina12
@jamesonfleming
@daksahoy
@notrealali1
@tlstanleyla
@tressalynne
@ijoannedorce

Top Replied-To in G3:
@adweek
@jesszafarris
@daksahoy
@griner
@barel14603
@tomwilding
@itskennyatta
@carly_chell
@robynhfrost
@_oliviamorley

Top Replied-To in G5:
@iamjohnnyavon

Top Replied-To in G6:
@maseratidino
@caddymarketing
@mo_t_orious
@onyx_project

Top Replied-To in G7:
@tracyegilchrist
@themcinerney
@adweek
@yochlo13
@tiffmoustakas
@vmlyr
@bfrenchsf
@att

Top Replied-To in G8:
@notteham
@9number9
@cohenesque
@colmeetsworld
@davidakaplan
@neco_ornot
@adweek

Top Replied-To in G9:
@ghostscbs
@adweek
@queenofcr8tvty
@melissaraccoon2
@metacaroliner
@northernsnowdog
@shirleykelly16
@icedtea17

Top Replied-To in G10:
@adweek
@cacoughlin
@philpirkovic
@michelemartin__
@thatchristinag
@jamiecentral
@ajlucio5
@west_syed
@jeremyschumann
@gailie

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@gratitudedna
@tvnewsnow
@emmyliederman
@mediarings
@_oliviamorley
@griner
@vikkirosswrites
@dbongino
@tvnewser

Top Mentioned in G1:
@adweek
@liveramp
@stellaartois
@adweekpodcasts
@mattyb
@mariagiesela
@asksuzybiz
@emmyliederman
@claytondurant1
@roblox_rtc

Top Mentioned in G2:
@projectarmy
@cxintersect
@cloudatalytics
@cbdme6

Top Mentioned in G3:
@adweek
@emmyliederman
@_oliviamorley
@vikkirosswrites
@griner
@jesszafarris
@cindygallop
@jamesonfleming
@clarebarry
@campaignmag

Top Mentioned in G4:
@gratitudedna

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

Top Mentioned in G6:
@adweek
@cnbc
@caddymarketing
@cmicontent
@ariagroupinc
@prdaily
@ragancomms
@bulldogreporter
@prnews
@prweek

Top Mentioned in G7:
@adweek
@microsoftedge
@socialprodaily
@tiffmoustakas
@mcdonalds
@microsoft
@hellobosco
@slugglobal
@ojenkins3
@themcinerney

Top Mentioned in G8:
@adweek
@picklesbaseball
@culturecollide
@molliecahillane
@celtics
@vistaprint
@rafelitoc7
@notteham
@candace_parker
@jasonlynch

Top Mentioned in G9:
@adweek
@ghostscbs
@ghostscbsfans
@melissaraccoon2
@cbs
@hallmarkchannel
@moonwalk
@shirleykelly16
@erinkrakow
@chrismcnally_

Top Mentioned in G10:
@adweek
@adamilenich
@whalar
@ralexjimenez
@pepsi
@alexandra_cc1
@izmesteffy
@michelemartin__
@vincentwu11
@profgalloway

Top Tweeters
Top Tweeters in Entire Graph:
@matthewtwihard
@marshawright
@stigmabaseo
@o2
@bitcoinagile
@delta
@edjlazar
@rxndxz_
@mysunpilwer_
@evankirstel

Top Tweeters in G1:
@delta
@1loriking
@jjj5819
@samhainnight
@rogeriofreeyes
@ami_tvdfan
@walmart
@ana_captures
@mel_storni
@iggy

Top Tweeters in G2:
@stigmabaseo
@chronlaw
@mrkalman
@renellglover
@news_type_c
@tian_a1
@suriyasubraman
@jamesvgingerich
@waterflowerm
@brave0nft

Top Tweeters in G3:
@o2
@ansisegle
@roxamp
@nightberryrose
@ngowigold
@mediaredef
@cindygallop
@adi7anand
@oneminutebriefs
@mediapost

Top Tweeters in G4:
@rxndxz_
@mysunpilwer_
@ioumba
@loling55
@jourthong
@qqwappp
@iinsclbr_
@toppingrainbow
@lemon2sunday
@aps_ln

Top Tweeters in G5:
@girlinme
@1swinging_voter
@buford330leon
@bbbudget
@crazycrnbllbrd
@sabrinanc10
@patriotroule
@patriciascrens1
@homestead28
@lindasdatelist

Top Tweeters in G6:
@marshawright
@cnbc
@derspiegel
@cnbci
@socialmedia2day
@ammarketing_nl
@cmicontent
@hubspot
@caddymarketing
@bulldogreporter

Top Tweeters in G7:
@mcdonalds
@jimmyroybloom
@winobs
@mcdonaldscorp
@nhl
@att
@hakuku
@charles_said00
@francoleuzzi
@appleretweetbot

Top Tweeters in G8:
@ssxman2
@spirosmargaris
@cryptolabmobile
@anthonycanton_3
@greenrangerdon
@robneyer
@tblightning
@rei
@parrotgames90
@draftkings

Top Tweeters in G9:
@matthewtwihard
@kindlee55
@icedtea17
@hallmarkchannel
@rachel_reviews
@dawnelicia
@zenscreamer
@queenofcr8tvty
@jventoslp
@shirleykelly16

Top Tweeters in G10:
@seekingalpha
@wsj
@drferdowsi
@adamsinger
@johnniemaebrown
@nfl
@crucifire
@sandyhubbard
@ralexjimenez
@theweb3bot