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adweek_2020-10-02_10-11-14.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 02, 2020
Short Description:
adweek via NodeXL https://bit.ly/2SoGDlG
@adweek
@tvnewshq
@caddymarketing
@realdonaldtrump
@inspi_com
@marshawright
@scuderia_dino
@bennettdbennett
@leslieberland
@cnn

Top hashtags:
#marketing
#advertising
#socialmedia
#influencermarketing
#takebackyourlife

Description:
Description
The graph represents a network of 5,093 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, 02 October 2020 at 17:19 UTC.

The requested start date was Friday, 02 October 2020 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 6-day, 23-hour, 16-minute period from Friday, 25 September 2020 at 00:44 UTC to Friday, 02 October 2020 at 00:01 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 : 5093
Unique Edges : 3871
Edges With Duplicates : 10503
Total Edges : 14374
Number of Edge Types : 5
Retweet : 3495
MentionsInRetweet : 4897
Mentions : 2678
Tweet : 2516
Replies to : 788
Self-Loops : 2544
Reciprocated Vertex Pair Ratio : 0.0418086094766182
Reciprocated Edge Ratio : 0.0802615933412604
Connected Components : 733
Single-Vertex Connected Components : 586
Maximum Vertices in a Connected Component : 3223
Maximum Edges in a Connected Component : 10812
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.217965
Graph Density : 0.000259432219785054
Modularity : 0.394692
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 5,093 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, 02 October 2020 at 17:19 UTC.

The requested start date was Friday, 02 October 2020 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 6-day, 23-hour, 16-minute period from Friday, 25 September 2020 at 00:44 UTC to Friday, 02 October 2020 at 00:01 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:
[57] https://twitter.com/adweek/status/1310996366206918656
[46] https://www.adweek.com/brand-marketing/the-adweek-50-media-marketing-and-tech-leaders-who-delivered-the-goods-despite-trying-times/
[35] https://twitter.com/Adweek/status/1309816245726912512
[33] https://www.adweek.com/brand-marketing/paper-based-packaging-is-all-the-rage-but-is-it-really-the-most-sustainable-solution/
[31] https://twinybots.ch/
[31] https://www.adweek.com/brand-marketing/neiman-marcus-emerges-from-bankruptcy-to-continue-digital-transformation/
[30] https://www.adweek.com/programmatic/judge-allows-downloads-of-tiktok-to-continue-halting-trumps-app-store-ban/
[29] https://www.adweek.com/brand-marketing/this-wonderfully-bizarre-ad-for-wasabi-doritos-is-a-love-note-to-japan-from-brazil/
[28] https://www.adweek.com/programmatic/google-will-ban-election-related-ads-after-polls-close-nov-3/
[27] https://twitter.com/Adweek/status/1310996366206918656

Top URLs in Tweet in G1:
[21] https://www.adweek.com/brand-marketing/the-adweek-50-media-marketing-and-tech-leaders-who-delivered-the-goods-despite-trying-times/
[18] https://www.adweek.com/brand-marketing/j-m-smucker-company-goes-beyond-jam-with-new-corporate-identity/
[15] https://www.adweek.com/brand-marketing/walmart-is-embarking-on-its-most-comprehensive-store-redesign-ever/
[13] https://www.adweek.com/brand-marketing/paper-based-packaging-is-all-the-rage-but-is-it-really-the-most-sustainable-solution/
[11] https://www.adweek.com/brand-marketing/absolut-vodkas-voteresponsibly-campaign-wants-you-to-vote-first-then-drink/
[10] https://www.adweek.com/brand-marketing/reeboks-first-plant-based-performance-sneakers-come-with-a-side-of-fresh-veggies/
[10] https://www.adweek.com/brand-marketing/airbnb-welcomes-you-to-hell-halloween-house/
[6] https://www.adweek.com/digital/linkedin-takes-the-wraps-off-its-first-major-visual-redesign-in-5-years/
[6] https://www.adweek.com/programmatic/google-will-ban-election-related-ads-after-polls-close-nov-3/
[6] https://www.adweek.com/brand-marketing/lyft-ava-duvernay-taxi-top-ads-diverse-creators/

Top URLs in Tweet in G2:
[1] https://www.adweek.com/brand-marketing/this-wonderfully-bizarre-ad-for-wasabi-doritos-is-a-love-note-to-japan-from-brazil/

Top URLs in Tweet in G3:
[25] https://twitter.com/Adweek/status/1309816245726912512
[17] https://twitter.com/adweek/status/1310996366206918656
[15] https://twinybots.ch/
[14] https://www.adweek.com/brand-marketing/neiman-marcus-emerges-from-bankruptcy-to-continue-digital-transformation/
[13] https://www.adweek.com/brand-marketing/a-rise-in-mobile-gaming-is-changing-influencer-marketing/
[13] https://twitter.com/adweek/status/1309595770107068416
[12] https://www.adweek.com/brand-marketing/paper-based-packaging-is-all-the-rage-but-is-it-really-the-most-sustainable-solution/
[10] https://twitter.com/adweek/status/1309816245726912512
[9] https://www.adweek.com/brand-marketing/this-wonderfully-bizarre-ad-for-wasabi-doritos-is-a-love-note-to-japan-from-brazil/
[9] https://www.adweek.com/digital/linkedin-takes-the-wraps-off-its-first-major-visual-redesign-in-5-years/

Top URLs in Tweet in G4:
[37] https://twitter.com/adweek/status/1310996366206918656
[16] https://twitter.com/Adweek/status/1310996366206918656
[6] https://www.adweek.com/brand-marketing/the-adweek-50-media-marketing-and-tech-leaders-who-delivered-the-goods-despite-trying-times/
[5] https://twitter.com/vmlyr/status/1310588640893054978
[5] https://www.adweek.com/brand-marketing/this-wonderfully-bizarre-ad-for-wasabi-doritos-is-a-love-note-to-japan-from-brazil/
[5] https://www.adweek.com/programmatic/linkedin-to-members-lets-keep-it-professional/
[5] https://www.adweek.com/programmatic/snapchat-extends-show-up-campaign-with-national-tv-spot-during-presidential-debate/
[4] https://www.adweek.com/brand-marketing/amazon-rushes-to-remove-shirts-that-appeared-after-trump-told-extremist-group-to-stand-by/
[3] http://DiverseCreatives.com
[3] https://www.adweek.com/agencies/these-agency-leaders-want-their-talent-site-to-be-successful-enough-to-put-them-out-of-business/

Top URLs in Tweet in G5:
[5] https://otter.ai/v/CuIE1kKtTHnDXerGvxOWpgwLYo58i4aQ
[4] https://events.adweek.com/disability-inclusion-summit-2020
[4] https://www.adweek.com/brand-marketing/with-south-by-southwests-irl-future-in-limbo-is-it-worth-it-for-brands-to-show-up/
[3] https://www.cnn.com/2019/02/12/us/barbie-doll-disabilities-trnd/index.html
[3] https://twitter.com/Adweek/status/1311673340285915136
[3] https://twitter.com/adweek/status/1309816245726912512
[2] https://www.adweek.com/brand-marketing/how-ruth-bader-ginsburg-inspired-marketings-changemakers/
[2] https://twitter.com/Adweek/status/1311367204512903168
[2] https://adweek.zoom.us/webinar/register/5416008843187/WN_cKj3s6JgSf6TUp73wRcj3w?t=1600981039651
[2] https://open.spotify.com/show/54n1zg3OhfKTd4LdoK6rCo

Top URLs in Tweet in G6:
[14] https://www.adweek.com/tvnewser/chris-wallace-he-president-trump-bears-the-primary-responsibility-for-what-happened-on-tuesday/457847/
[9] https://www.adweek.com/programmatic/judge-allows-downloads-of-tiktok-to-continue-halting-trumps-app-store-ban/
[6] https://www.adweek.com/programmatic/google-will-ban-election-related-ads-after-polls-close-nov-3/
[5] https://www.adweek.com/tv-video/quibi-uncertain-future-year-2-advertising/
[5] https://www.adweek.com/tvnewser/?p=456906
[4] https://www.adweek.com/brand-marketing/ferris-buellers-car-theft-attempt-is-thwarted-in-this-new-liftmaster-spot/
[4] https://www.adweek.com/brand-marketing/tv-marketing-consumer-attention-disney-buzzfeed-truex-xandr/
[4] https://www.adweek.com/tv-video/amc-plus-streaming-service-expands-to-apple-and-amazon-with-no-cable-subscription-needed/
[3] https://www.adweek.com/tv-video/nfl-postpones-first-football-game-due-to-covid-19/
[3] https://www.adweek.com/programmatic/mark-zagorski-is-leading-doubleverifys-ctv-push/

Top URLs in Tweet in G7:
[2] https://www.adweek.com/tvnewser/chris-wallace-i-never-dreamt-that-it-would-go-off-the-tracks-the-way-it-did/457704/
[1] https://www.adweek.com/tvnewser/wednesday-sept-30-scoreboard-fox-news-is-no-1-in-prime-time-cnn-and-msnbc-split-2nd-place/457873/
[1] https://www.adweek.com/tvnewser/tuesday-sept-29-scoreboard-fox-news-drew-14-2-million-viewers-in-prime-time-no-1-on-cable/457724/
[1] https://www.adweek.com/tvnewser/saturday-sept-19-scoreboard-fox-news-live-coverage-of-trumps-north-carolina-prime-time-rally-delivers-huge-ratings/456317/
[1] https://www.adweek.com/tvnewser/wednesday-sept-23-scoreboard-boosted-by-coverage-of-breonna-taylor-grand-jury-decision-protests-hannity-drew-5-2-million-viewers/456918/
[1] https://www.adweek.com/tvnewser/thursday-sept-24-scoreboard-fox-news-averages-largest-total-audience-in-all-of-tv-during-prime-time/456989/
[1] https://www.adweek.com/tvnewser/friday-sept-25-scoreboard-tucker-carlson-led-fox-news-to-prime-time-win-averaging-4-2-million-viewers-at-8-p-m/457159/
[1] https://www.adweek.com/tvnewser/monday-sept-28-scoreboard-tucker-carlson-delivers-5-million-viewers-no-2-on-all-of-tv-behind-monday-night-football/457428/
[1] https://www.adweek.com/tvnewser/the-most-watched-basic-cable-networks-of-q3-2020-are/457827/
[1] https://www.adweek.com/tvnewser/fox-news-is-most-watched-for-first-trump-biden-debate/457626/

Top URLs in Tweet in G8:
[2] https://twitter.com/Adweek/status/1309816245726912512
[2] https://twitter.com/Adweek/status/1308767095841329152
[2] https://www.adweek.com/brand-marketing/dwyane-wade-budweiser-brewmaster-natalie-johnson-scholarship/
[1] https://www.adweek.com/brand-marketing/mlb-declares-its-postseason-a-remix-to-celebrate-its-largest-field-ever-in-new-campaign/
[1] https://www.adweek.com/agencies/in-san-francisco-agencies-confront-their-failed-promise-of-racial-diversity/
[1] https://twitter.com/Adweek/status/1309453851049766912
[1] https://twitter.com/Adweek/status/1310973619682582529
[1] https://twitter.com/Adweek/status/1310996369402978304
[1] https://twitter.com/Adweek/status/1310996366206918656
[1] https://www.adweek.com/digital/your-virtual-event-sucks-ways-more-entertaining/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+adweek%2Fthe-press+%28Adweek+Digital%29

Top URLs in Tweet in G9:
[7] https://marcel.ai/
[2] https://link.medium.com/vl6kr3D0X9
[1] https://twitter.com/i/web/status/1310863984615067648
[1] https://www.adweek.com/partner-articles/can-collaboration-fill-the-void-left-by-third-party-cookies-and-idfa/
[1] https://twitter.com/EpsilonMktg/status/1311347869039943680
[1] https://www.adweek.com/brand-marketing/the-adweek-50-media-marketing-and-tech-leaders-who-delivered-the-goods-despite-trying-times/
[1] https://www.linkedin.com/pulse/future-agencies-being-platform-holger-hansen
[1] https://apple.news/AfwWGz8Y0SEaCIbmcMM4KRg
[1] https://apple.news/AeIIQuzguT5idnLrCFiJZYg
[1] https://twitter.com/i/web/status/1311317120685400065

Top URLs in Tweet in G10:
[8] https://www.adweek.com/brand-marketing/this-beer-will-replace-your-favorite-tree-if-a-hurricane-knocks-it-down/
[8] https://www.adweek.com/agencies/ceo-of-casanova-mccann-buys-agency-from-ipg/
[8] https://twinybots.ch/
[7] https://www.adweek.com/brand-marketing/this-wonderfully-bizarre-ad-for-wasabi-doritos-is-a-love-note-to-japan-from-brazil/
[7] https://www.adweek.com/brand-marketing/neiman-marcus-emerges-from-bankruptcy-to-continue-digital-transformation/
[7] https://www.adweek.com/agencies/burger-king-is-on-a-quest-for-a-michelin-star/
[7] https://www.adweek.com/programmatic/ipg-confirms-job-cuts-at-kinesso-and-matterkind/
[6] https://www.adweek.com/programmatic/americans-trust-linkedin-with-their-data-but-they-are-wary-of-facebook/
[6] https://www.adweek.com/agencies/no-trauma-we-need-to-make-agencies-safer/
[6] https://www.adweek.com/agencies/why-dreamers-are-crucial-to-the-future-of-the-industry-and-country/

Top Domains
Top Domains in Tweet in Entire Graph:
[2993] adweek.com
[727] twitter.com
[33] linkedin.com
[31] twinybots.ch
[29] google.com
[22] tweetedtimes.com
[15] dlvr.it
[11] apple.news
[10] ifttt.com
[9] marcel.ai

Top Domains in Tweet in G1:
[599] adweek.com
[132] twitter.com
[5] google.com
[4] zoom.us
[4] spotify.com
[4] webcasts.com
[4] rite.ly
[3] bit.ly
[2] linkedin.com
[2] centro.net

Top Domains in Tweet in G2:
[1] adweek.com

Top Domains in Tweet in G3:
[733] adweek.com
[250] twitter.com
[21] linkedin.com
[20] tweetedtimes.com
[15] twinybots.ch
[15] dlvr.it
[10] ifttt.com
[9] google.com
[5] tvnewscheck.com
[4] apple.news

Top Domains in Tweet in G4:
[68] twitter.com
[43] adweek.com
[3] diversecreatives.com
[1] apple.com
[1] forbes.com

Top Domains in Tweet in G5:
[109] adweek.com
[91] twitter.com
[5] otter.ai
[3] cnn.com
[3] linkedin.com
[2] zoom.us
[2] spotify.com
[2] google.com
[2] marcel.ai
[1] youtube.com

Top Domains in Tweet in G6:
[150] adweek.com
[27] twitter.com
[2] on24.com
[1] google.com
[1] getpocket.com
[1] redef.com
[1] mediagazer.com
[1] iab.com

Top Domains in Tweet in G7:
[15] adweek.com
[1] twitter.com

Top Domains in Tweet in G8:
[13] twitter.com
[8] adweek.com
[1] talkingbiznews.com

Top Domains in Tweet in G9:
[11] twitter.com
[7] marcel.ai
[6] adweek.com
[2] apple.news
[2] medium.com
[1] linkedin.com
[1] sagepath.com
[1] wordpress.com
[1] musebycl.io

Top Domains in Tweet in G10:
[602] adweek.com
[8] twinybots.ch
[4] twitter.com
[2] tweetedtimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[335] marketing
[247] advertising
[236] socialmedia
[147] influencermarketing
[109] takebackyourlife
[97] analytics
[96] googleads
[96] facebookads
[85] adweekchat
[55] adweek50



Top Hashtags in Tweet in G1:
[32] adweekdei
[24] adweek50
[18] adweekvirtualseries
[18] adweekchat
[16] internationalpodcastday
[16] marketing
[14] webinar
[14] advertising
[10] brandweek
[9] socialmedia

Top Hashtags in Tweet in G3:
[56] marketing
[37] pacdigitalsigns
[23] socialmedia
[21] adweek
[20] advertising
[15] brand
[14] influencermarketing
[10] business
[10] publishing
[9] contentmarketing

Top Hashtags in Tweet in G4:
[10] adweek50
[4] lovewhoyouworkwith
[2] sheinspiresme
[2] stophateforprofit
[2] socialgoodness
[2] lovetwitter
[2] lovewhereyouwork
[2] 4as
[2] advertising
[2] oneteam

Top Hashtags in Tweet in G5:
[60] adweekchat
[10] disability
[8] mentors
[8] cmos
[8] cbos
[8] ceos
[8] dei
[7] inclusion
[6] cmomoves
[6] brandmarketing

Top Hashtags in Tweet in G6:
[6] socialconfidential
[4] adweek50
[4] tv
[3] local
[3] socialmedia
[3] fakenews
[3] iabreach
[2] internationalpodcastday
[2] advertising
[2] marketing

Top Hashtags in Tweet in G9:
[8] adweek50
[3] marketing
[2] advertising
[2] branding
[2] writing
[2] erotica
[2] audio
[1] dance
[1] lokalwala
[1] ipl2020

Top Hashtags in Tweet in G10:
[220] marketing
[197] advertising
[179] socialmedia
[131] influencermarketing
[97] analytics
[96] googleads
[96] facebookads
[6] withme
[2] voteresponsibly
[2] businessanalytics

Top Words
Top Words in Tweet in Entire Graph:
[2795] adweek
[894] エージェンシーはサンパウロを拠点にするalmapbbdo
[894] adweekによるとクリエイティブチームは日本に対する
[894] 文化の盗用
[894] を防ぐために
[894] 翻訳家や専門家
[894] 日系の演出家らと協議を重ねるなど日本のポップカルチャーに忠実な内容とすべく
[893] inspi_com
[893] 慎重に制作作業を
[516] news

Top Words in Tweet in G1:
[1458] adweek
[229] design
[226] stand
[223] way
[214] created
[209] agency
[200] client
[199] depot
[196] dairy
[195] russian

Top Words in Tweet in G2:
[894] エージェンシーはサンパウロを拠点にするalmapbbdo
[894] adweekによるとクリエイティブチームは日本に対する
[894] 文化の盗用
[894] を防ぐために
[894] 翻訳家や専門家
[894] 日系の演出家らと協議を重ねるなど日本のポップカルチャーに忠実な内容とすべく
[893] inspi_com
[893] 慎重に制作作業を

Top Words in Tweet in G3:
[87] adweek
[81] more
[67] facebook
[56] #marketing
[52] first
[48] ads
[44] 2020
[43] marketing
[42] ad
[40] tv

Top Words in Tweet in G4:
[200] adweek
[109] top
[101] twitter
[88] best
[76] media
[75] leslieberland
[69] over
[66] brands
[65] struggled
[65] find

Top Words in Tweet in G5:
[411] adweek
[103] beckymotivates
[83] disability
[73] inclusion
[71] krliu_advocate
[70] joshloebner
[66] summit
[63] christinamallon
[60] #adweekchat
[50] russellshaffer

Top Words in Tweet in G6:
[148] adweek
[52] scottnover
[48] news
[44] tvnewser
[39] election
[37] facebook
[35] debate
[33] ads
[32] first
[29] 2020

Top Words in Tweet in G7:
[243] news
[210] fox
[190] ratings
[188] sep
[181] tv
[170] tvnewshq
[159] total
[157] viewers
[155] watched
[150] tuckercarlson

Top Words in Tweet in G8:
[137] read
[76] bennettdbennett
[72] paywall
[69] digital
[68] week
[67] people
[67] take
[66] update
[66] entire
[66] collection

Top Words in Tweet in G9:
[61] adweek
[20] keithgrossman
[19] time
[16] incredible
[16] ty
[13] adage
[13] congratulations
[11] 2020
[8] being
[8] linkedin

Top Words in Tweet in G10:
[220] #marketing
[197] #advertising
[179] #socialmedia
[132] marketing
[131] news
[131] #influencermarketing
[122] newswire
[114] marshawright
[97] #analytics
[96] #googleads

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[894] エージェンシーはサンパウロを拠点にするalmapbbdo,adweekによるとクリエイティブチームは日本に対する
[894] adweekによるとクリエイティブチームは日本に対する,文化の盗用
[894] 文化の盗用,を防ぐために
[894] を防ぐために,翻訳家や専門家
[894] 翻訳家や専門家,日系の演出家らと協議を重ねるなど日本のポップカルチャーに忠実な内容とすべく
[893] inspi_com,エージェンシーはサンパウロを拠点にするalmapbbdo
[893] 日系の演出家らと協議を重ねるなど日本のポップカルチャーに忠実な内容とすべく,慎重に制作作業を
[236] fox,news
[204] russian,design
[204] design,agency

Top Word Pairs in Tweet in G1:
[195] russian,design
[195] design,agency
[195] agency,depot
[195] depot,created
[195] created,adorable
[195] adorable,way
[195] way,client
[195] client,stand
[195] stand,dairy
[195] dairy,shelf

Top Word Pairs in Tweet in G2:
[894] エージェンシーはサンパウロを拠点にするalmapbbdo,adweekによるとクリエイティブチームは日本に対する
[894] adweekによるとクリエイティブチームは日本に対する,文化の盗用
[894] 文化の盗用,を防ぐために
[894] を防ぐために,翻訳家や専門家
[894] 翻訳家や専門家,日系の演出家らと協議を重ねるなど日本のポップカルチャーに忠実な内容とすべく
[893] inspi_com,エージェンシーはサンパウロを拠点にするalmapbbdo
[893] 日系の演出家らと協議を重ねるなど日本のポップカルチャーに忠実な内容とすべく,慎重に制作作業を

Top Word Pairs in Tweet in G3:
[20] see,more
[19] top,story
[19] burger,king
[19] good,read
[18] neiman,marcus
[17] read,adweek
[14] trust,linkedin
[14] social,media
[13] americans,trust
[13] linkedin,data

Top Word Pairs in Tweet in G4:
[66] twitter,best
[66] media,over
[65] adweek,brands
[65] brands,struggled
[65] struggled,find
[65] find,footing
[65] footing,wake
[65] wake,protests
[65] protests,twitter
[65] best,turned

Top Word Pairs in Tweet in G5:
[69] krliu_advocate,joshloebner
[68] beckymotivates,krliu_advocate
[62] disability,inclusion
[56] inclusion,summit
[55] joshloebner,christinamallon
[48] christinamallon,russellshaffer
[36] adweek,disability
[26] adweek,beckymotivates
[22] russellshaffer,bryanstromer
[21] panelists,beckymotivates

Top Word Pairs in Tweet in G6:
[19] fox,news
[19] chris,wallace
[17] adweek,50
[14] wallace,trump
[14] trump,bears
[14] bears,primary
[14] primary,responsibility
[14] responsibility,chaos
[14] chaos,during
[14] during,debate

Top Word Pairs in Tweet in G7:
[210] fox,news
[177] tv,ratings
[170] tvnewshq,tv
[144] total,viewers
[113] viewers,watched
[113] watched,hours
[91] hours,tuckercarlson
[90] news,won
[90] won,hour
[61] cnn,msnbc

Top Word Pairs in Tweet in G8:
[66] update,week
[66] week,read
[66] read,entire
[66] entire,digital
[66] digital,collection
[66] collection,sans
[66] sans,paywall
[66] paywall,excited
[66] excited,people
[66] people,read

Top Word Pairs in Tweet in G9:
[19] adweek,time
[12] keithgrossman,adweek
[8] honored,included
[8] included,2020
[8] 2020,#adweek50
[8] #adweek50,alongside
[8] alongside,such
[8] such,incredible
[8] incredible,group
[8] group,ty

Top Word Pairs in Tweet in G10:
[125] #marketing,news
[122] #advertising,newswire
[96] #analytics,#googleads
[96] #googleads,#facebookads
[77] #marketing,#socialmedia
[73] #socialmedia,#advertising
[70] #socialmedia,#influencermarketing
[62] marshawright,#marketing
[61] #advertising,#influencermarketing
[52] marshawright,#advertising

Top Replied-To
Top Replied-To in Entire Graph:
@adweek
@keithgrossman
@brianne2k
@griner
@3rdgeers
@lorakolodny
@nadinedietz
@giles_edwards
@mbohlman80
@koolnewsbracken

Top Replied-To in G1:
@adweek
@giles_edwards
@brianne2k
@kaylanaab
@juliangumbo
@theadrianmolina
@jeremyschumann
@walmart
@qudus_onike
@juiceboxca

Top Replied-To in G4:
@adweek
@griner
@3rdgeers
@melrodriguez25
@laurentezekiel
@franhashim
@leslieberland
@mackmckelvey
@godisrivera
@vmlyr

Top Replied-To in G5:
@adweek
@nadinedietz
@mbohlman80
@brianne2k
@thatclarafied
@philpirkovic
@nicoletabak
@nureenv
@evamich4
@hashtagheyalexa

Top Replied-To in G6:
@adweek
@klundster
@scottnover
@tvnewser
@jhazard
@neco_ornot
@executivemoms
@keithgrossman
@reddit

Top Replied-To in G7:
@realdonaldtrump
@tuckercarlson

Top Replied-To in G8:
@maryemilyohara
@bennettdbennett
@3rdgeers

Top Replied-To in G9:
@keithgrossman
@adweek
@colorqoemgindia
@forbes
@social_samosa
@idesignstrategy
@laarnid1
@emcdsports
@patmcafeeshow
@linkedin

Top Mentioned
Top Mentioned in Entire Graph:
@adweek
@inspi_com
@tvnewshq
@tuckercarlson
@marshawright
@beckymotivates
@twitter
@bennettdbennett
@krliu_advocate
@joshloebner

Top Mentioned in G1:
@adweek
@vancityreynolds
@marshawright
@krliu_advocate
@beckymotivates
@joshloebner
@koimtv
@maximumeffort
@klundster
@droga5

Top Mentioned in G2:
@inspi_com

Top Mentioned in G3:
@convergetoday
@thecurvycritic
@cafe_bizpresso
@med_psych1
@cabodude

Top Mentioned in G4:
@adweek
@twitter
@leslieberland
@jack
@griner
@3rdgeers
@gutmiami
@wpp
@melrodriguez25
@vmlyr

Top Mentioned in G5:
@adweek
@beckymotivates
@krliu_advocate
@joshloebner
@christinamallon
@russellshaffer
@nadinedietz
@bryanstromer
@koimtv
@imtiffanyyu

Top Mentioned in G6:
@adweek
@scottnover
@tvnewser
@jasonlynch
@klundster
@kelseymsutton
@kellycampbell
@laura_molen
@netflix
@markmarshallnbc

Top Mentioned in G7:
@tvnewshq
@tuckercarlson
@seanhann
@seanhannity
@johnnydollar01
@in
@foxnews
@roadmn
@abc
@thefive

Top Mentioned in G8:
@bennettdbennett
@adweek
@maryemilyohara
@thenichols
@chiokemcrae
@adena_andrews
@somewhere__good
@ethelsclub
@najjmahal
@misportsbiz

Top Mentioned in G9:
@adweek
@time
@adage
@keithgrossman
@nytimes
@publicisgroupe
@forbes
@cnn
@wsj
@inc

Top Mentioned in G10:
@marshawright
@propane_digital
@datos_digital
@greggthorpe
@freemartinsmar1
@adweek
@richardeudes
@photohuang
@superdigital9
@franzrusso

Top Tweeters
Top Tweeters in Entire Graph:
@dogandwinelover
@marshawright
@guldeen
@chris_1791
@thudao76
@ejlazar
@lt38
@chidambara09
@midisplay
@delta

Top Tweeters in G1:
@dogandwinelover
@lt38
@thehill
@ami_tvdfan
@walmart
@nuk1994
@prameshjain12
@thestartupper
@_threefelis
@ken_ragsdale

Top Tweeters in G2:
@guldeen
@akane_kawahata
@toronei
@xeanna
@juners
@yastomohalumisa
@methie34
@mochiroh
@newgascooker
@upperlimit13

Top Tweeters in G3:
@chris_1791
@joelikesios
@jeannie_hartley
@drpatfarrell
@jchapman1729
@m157q_news_rss
@m3jstile
@techjunkiejh
@deeped
@i_na17

Top Tweeters in G4:
@jjj5819
@kimvie
@reignofapril
@yoda
@akwyz
@pookoo_2000
@janrobinjackson
@dasle1975
@drgoddess
@shankar27273

Top Tweeters in G5:
@delta
@jennykim
@cocacola
@paulmiller1313
@xbox
@nba
@wwe
@angieworldorder
@fleejack
@gregbjenkins

Top Tweeters in G6:
@legallybae
@fran_neena20409
@dwntwndave
@dcabloob
@ansisegle
@starkman55
@nycknp
@tenajd
@frannyhelen
@lordofnoyze

Top Tweeters in G7:
@saveusrepublic2
@roswellstalkfm
@ocraziocornpop
@thornedella
@amcneer
@real_stephanie
@foxnews
@kahlersabrina
@zerodarktwenty3
@margare04323327

Top Tweeters in G8:
@fieryreddragon
@bilzyb
@robert_hove
@taterpie
@xeni
@legatronprime
@tashica4
@jmhardinboston
@eegarim
@javellehana

Top Tweeters in G9:
@business
@nytimes
@time
@complex
@wsj
@inc
@fastcompany
@forbes
@fortunemagazine
@thedrum

Top Tweeters in G10:
@marshawright
@thudao76
@ejlazar
@w_angels_wings
@sudeepkhatri
@john_siracusa
@johnapp63499667
@pittman_nairobi
@fareedaasf
@o_g_log


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