#sportsbiz, Twitter, 11/26/2019 3:03:04 PM, 217398


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#sportsbiz_2019-11-25_21-11-37.xlsx
#sportsbiz_2019-11-25_21-11-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 26, 2019
Short Description:
#sportsbiz via NodeXL http://bit.ly/2DhC4Cf
@joefav
@mikedarlingto14
@nba
@novy_williams
@simonogus
@soshnick
@airbnb
@frntofficesport
@mse
@sportmarketing1

Top hashtags:
#sportsbiz
#nfl
#fantasyfootball
#teams
#football
#sports
#sportbusiness
#review

Description:
Description
The graph represents a network of 3,557 Twitter users whose tweets in the requested range contained "#sportsbiz", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 26 November 2019 at 05:12 UTC.

The requested start date was Monday, 25 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 10-hour, 37-minute period from Tuesday, 12 November 2019 at 14:22 UTC to Monday, 25 November 2019 at 01:00 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 : 3557
Unique Edges : 5331
Edges With Duplicates : 2822
Total Edges : 8153
Number of Edge Types : 3
Mentions : 6592
Tweet : 1478
Replies to : 83
Self-Loops : 1478
Reciprocated Vertex Pair Ratio : 0.0397485672028101
Reciprocated Edge Ratio : 0.0764580369843528
Connected Components : 326
Single-Vertex Connected Components : 164
Maximum Vertices in a Connected Component : 2612
Maximum Edges in a Connected Component : 6721
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.230741
Graph Density : 0.000444630954726386
Modularity : 0.609226
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,557 Twitter users whose tweets in the requested range contained "#sportsbiz", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 26 November 2019 at 05:12 UTC.

The requested start date was Monday, 25 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 10-hour, 37-minute period from Tuesday, 12 November 2019 at 14:22 UTC to Monday, 25 November 2019 at 01:00 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 : #sportsbiz
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:
[187] https://allday-football.blogspot.com/
[44] https://www.bloomberg.com/tosv2.html?vid=&uuid=d31520c0-05b8-11ea-9ff0-4925a67401fa&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMS0xMi9kYXZpZC1sZXZ5LXN0ZXBwaW5nLWRvd24tYXMtY2VvLW9mLWJyb29rbHluLW5ldHMtYXJlbmE=
[41] https://www.sportsdestinations.com/management/economics/introducing-2019-champions-economic-impact-sports-17472
[20] https://www.bloomberg.com/tosv2.html?vid=&uuid=278daf80-074b-11ea-a3c7-0f56334dd83a&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMS0xNC9uaWtlLXMtdmFwb3JmbHktdGVzdHMtdGhlLWJvdW5kYXJpZXMtb2YtdGhlLXJ1bm5pbmctc2hvZQ==
[20] http://www.sportspromedia.com/news/real-sociedad-feyenoord-ai-technology-blockchain-innovation/?utm_source=Feeds&utm_campaign=Latest+News&utm_medium=rss
[16] http://mwsn.net/archives/17624
[15] http://iSportsAnalysis.com
[14] -
[14] https://www.forbes.com/sites/michaellore/2019/11/18/hard-rock-stadium-to-eliminate-994-of-single-use-plastics-by-2020/
[12] https://www.isportsanalysis.com/landing-pages/american-football-signup.php?a=aflp2210

Top URLs in Tweet in G1:
[15] http://iSportsAnalysis.com
[12] https://www.isportsanalysis.com/landing-pages/american-football-signup.php?a=aflp2210
[7] https://www.si.com/johnwallstreet/early-entrants/new-york-times-sports
[7] https://si.com/johnwallstreet
[3] https://www.tampabay.com/sports/lightning/2019/11/17/hockey-meets-stem-in-the-classroom/
[3] https://finance.yahoo.com/news/exclusive-sports-illustrated-will-reduce-print-output-to-monthly-214408997.html?soc_src=social-sh&soc_trk=tw
[3] https://www.businessinsider.com/bronny-james-zaire-wade-on-espn-15-times-this-season-2019-11
[3] https://www.si.com/johnwallstreet/sports-business/milb-contraction-talk/
[3] https://www.si.com/johnwallstreet/sports-business/milb-contraction-talk
[3] https://www.si.com/johnwallstreet/sports-business/aaron-donald-investment

Top URLs in Tweet in G2:
[9] https://www.team4front.com/winning-by-losing-with-dr-bill-sutton/
[8] https://twitter.com/frntofficesport/status/1196843078062989312
[5] https://frntofficesport.com/dodgers-merchandise-collaborations/
[5] http://cssamerica.com/sports
[3] https://musebycl.io/sports/sport-life-why-sports-marketing-has-reached-fever-pitch
[3] https://www.entrepreneur.com/article/341830
[3] https://www.adweek.com/brand-marketing/los-angeles-rams-cmo-ronalee-zarate-bayani-reimagining-beloved-brand/
[3] https://www.team4front.com/winning-with-people/
[3] https://frntofficesport.com/ravens-instagram-followers/
[3] https://twitter.com/global_nb/status/1196763828454875138

Top URLs in Tweet in G3:
[5] https://apnews.com/87b12ec4cd384efd83fb326ccdb4bd8f
[4] https://www.amazon.in/stores/page/55CFCB4B-EC4F-486C-8144-5E4F6CEC17BC
[4] https://www.amazon.in/stores/page/7FB8E554-D874-40EC-BD83-C04B1AF8E7CB
[4] https://www.amazon.in/stores/page/2E57EFD7-CC39-443E-AABB-48F7F431E132
[3] https://cash.app/$sngpodcastnetwork
[3] https://www.youtube.com/watch?v=h775I0XS1PQ&feature=youtu.be

[2] https://www.amazon.com/Fan-Shop-Sports-Outdoors/b/ref=as_li_ss_tl?ie=UTF8&node=3386071&nocache=1509378143195&linkCode=sl2&tag=deluxestore-20&linkId=29d2061c87c0b115c55c78fa951d1530&language=en_US
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=278daf80-074b-11ea-a3c7-0f56334dd83a&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMS0xNC9uaWtlLXMtdmFwb3JmbHktdGVzdHMtdGhlLWJvdW5kYXJpZXMtb2YtdGhlLXJ1bm5pbmctc2hvZQ==
[2] https://www.linkedin.com/slink?code=dX8XzVt
[2] http://rover.ebay.com/rover/1/711-53200-19255-0/1?icep_ff3=2&pub=5575378759&campid=5338273189&customid=&icep_item=372851418341&ipn=psmain&icep_vectorid=229466&kwid=902099&mtid=824&kw=lg&toolid=11111

Top URLs in Tweet in G4:
[8] https://www.helpgetsponsors.com/
[3] https://www.si.com/nhl/2019/11/14/seattle-hockey-team-analytics-alexandra-mandrycky-ron-francis
[3] https://www.coliseum-online.com/texas-globe-life-park-reconfiguration-work-begins/#.XdbLi2qCeCw.twitter
[3] https://www.eventmarketer.com/article/esports-marketing-insights-gillette-greg-via/
[3] https://espnpressroom.com/us/press-releases/2019/11/formula-1-brazilian-grand-prix-earns-double-digit-viewership-growth-on-espn2/
[2] https://www.coliseum-online.com/sacramento-kings-bid-to-boost-bonhomie-with-fans/#.XdKf1Lcj4u0.twitter
[2] https://turnkeyintel.com/november-tsp-sportsbiz-execs-say-fair-pay-to-play-act-could-have-a-negative-effect-on-college-sports/
[1] https://twitter.com/fofeatures/status/1198251445340033025
[1] https://frontofficefeatures.com/get-the-podcast
[1] https://podcasts.apple.com/us/podcast/front-office-features/id1477731022?i=1000457536437

Top URLs in Tweet in G5:
[12] https://www.bloomberg.com/tosv2.html?vid=&uuid=278daf80-074b-11ea-a3c7-0f56334dd83a&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMS0xNC9uaWtlLXMtdmFwb3JmbHktdGVzdHMtdGhlLWJvdW5kYXJpZXMtb2YtdGhlLXJ1bm5pbmctc2hvZQ==
[2] https://twitter.com/soshnick/status/1194308025017913344
[2] http://www.NYSportsJournalism.com
[1] https://twitter.com/nextgenstats/status/1198702172780646400
[1] https://twitter.com/sportscenter/status/1198276136037502981
[1] https://www.forbes.com/sites/markmurphy/2019/11/17/to-protect-your-best-employees-from-burnout-steal-the-nbas-load-management-concept/
[1] https://twitter.com/soshnick/status/1197514915076018178
[1] https://sports.yahoo.com/with-potentially-25-million-lost-heres-a-look-at-tuas-complex-nfl-future-014556315.html
[1] https://twitter.com/mannyanekal/status/1194657325895696384
[1] https://twitter.com/soshnick/status/1197599076445016064

Top URLs in Tweet in G6:
[3] https://www.cnbc.com/2019/11/19/houston-rockets-pj-tucker-nears-new-endorsement-deal-with-nike.html?__source=iosappshare%7Ccom.apple.UIKit.activity.Message
[1] https://twitter.com/njdevils/status/1198292628703367168
[1] https://www.crainsnewyork.com/awards/notable-women-sports-2019-donna-daniels
[1] https://twitter.com/streammetricsgg/status/1195061259651010560
[1] https://www.cnbc.com/2019/11/14/serena-williams-usain-bolt-among-seed-investors-for-lets-do-this.html?__source=iosappshare%7Ccom.apple.UIKit.activity.CopyToPasteboard
[1] https://www.cnbc.com/2019/11/15/browns-myles-garrett-suspended-without-pay-after-striking-steelers-qb-with-helmet.html?__source=iosappshare%7Ccom.apple.UIKit.activity.CopyToPasteboard
[1] https://www.theringer.com/2019/11/14/20963785/stephen-a-smith-espn-first-take-sports-media?utm_campaign=theringer&utm_content=entry&utm_medium=social&utm_source=twitter
[1] https://www.cnbc.com/2019/11/15/mark-cuban-says-jeff-bezos-would-be-good-addition-to-nfl-owners.html?__source=iosappshare%7Ccom.apple.UIKit.activity.CopyToPasteboard
[1] https://www.forbes.com/sites/michaellore/2019/11/18/hard-rock-stadium-to-eliminate-994-of-single-use-plastics-by-2020/
[1] https://twitter.com/tonyknopp/status/1194399683755462656

Top URLs in Tweet in G7:
[1] https://www.arsenaljobs.com/search-list?vacancyid=656

Top URLs in Tweet in G8:
[37] https://www.bloomberg.com/tosv2.html?vid=&uuid=d31520c0-05b8-11ea-9ff0-4925a67401fa&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMS0xMi9kYXZpZC1sZXZ5LXN0ZXBwaW5nLWRvd24tYXMtY2VvLW9mLWJyb29rbHluLW5ldHMtYXJlbmE=
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=278daf80-074b-11ea-a3c7-0f56334dd83a&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMS0xNC9uaWtlLXMtdmFwb3JmbHktdGVzdHMtdGhlLWJvdW5kYXJpZXMtb2YtdGhlLXJ1bm5pbmctc2hvZQ==
[3] https://www.bloomberg.com/tosv2.html?vid=&uuid=2f0cefa0-074b-11ea-bd0a-afed960fb93e&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMS0xNC9zdXBlci1ib3dsLWFkcy1naXZlLWZveC1hLXBpbmNoLXlvdXJzZWxmLW1vbWVudC13aXRoLTgwLXNvbGQ=
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=ad202e90-09a6-11ea-ad8e-658d515f788f&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMS0xNy9uZmwtYW5kLW1sYi1wbGF5ZXJzLXRlYW0tdXAtdG8tc3RhcnQtam9jay1tYXJrZXRpbmctdmVudHVyZQ==
[1] http://dcs.megaphone.fm/BLM1340838654.mp3?key=e9fe15a46f1f19c6b7141e69a762fa70
[1] http://dcs.megaphone.fm/BLM7261508753.mp3?key=a8707183c0433c785d001a4d3c4ebdb3
[1] http://dcs.megaphone.fm/BLM1188849416.mp3?key=d2685f53a7eabf18820465add3cd4ce3
[1] http://dcs.megaphone.fm/BLM2304254312.mp3?key=253c6bcfecaa6179ab9393f13c4abbed
[1] http://dcs.megaphone.fm/BLM6477779449.mp3?key=623bdffee199f131ccf1c3a264617783
[1] http://dcs.megaphone.fm/BLM4295055240.mp3?key=2609ea67439063e8dd15e676fa0ae5dc

Top URLs in Tweet in G9:
[6] https://www.insidethegames.biz/articles/1087048/airbnb-to-be-announced-as-ioc-sponsor
[4] https://www.insidethegames.biz/articles/1087152/airbnb-confirmed-as-olympic-sponsor
[3] https://www.marketingweek.com/airbnb-sponsor-olympics/
[2] http://www.sportmarketing.pl/newsroom/37801,resovia-z-nowym-partnerem
[2] https://www.blocksixanalytics.com/blogsix/2019/11/20/airbnbioc
[2] https://www.blocksixanalytics.com/blogsix/2019/11/13/instagramlikes
[1] http://www.sportmarketing.pl/newsroom/37830,lagard-re-sports-nadal-z-fa
[1] http://www.sportmarketing.pl/newsroom/37823,airbnb-zwiazane-z-mkol
[1] http://www.sportmarketing.pl/newsroom/37753,euro-2020-z-nowym-wsparciem
[1] http://www.sportmarketing.pl/newsroom/37765,nhl-nie-zmienia-partnera-motoryzacyjnego

Top URLs in Tweet in G10:
[41] https://www.sportsdestinations.com/management/economics/introducing-2019-champions-economic-impact-sports-17472
[4] https://www.sportsdestinations.com/
[1] https://www.sportsdestinations.com/management/economics/news/sports-destination-management-announces-2019-champ-17475
[1] https://www.sportsdestinations.com/destinations/pennsylvania/wake-fire-resort-community-pulls-together-host-dis-17517
[1] http://www.connectmeetings.com/sports/features/dupage-sports-commission-is-building-on-tradition
[1] http://www.connectmeetings.com/sports/features/nominations-open-for-best-sports-venues
[1] http://www.connectmeetings.com/sports/features/jon-schmieder-aims-to-standardize-sports-tourism
[1] http://www.connectmeetings.com/sports/features/up-for-bid-2022-fimba-pan-american-maxibasketball-championship?utm_source=hootsuite&utm_medium=twitter&utm_term=_connectsports&utm_content=b5242e14-ac49-44d2-8c23-3941342ccef9&utm_campaign=

Top Domains
Top Domains in Tweet in Entire Graph:
[367] twitter.com
[230] sportspromedia.com
[190] blogspot.com
[81] bloomberg.com
[75] insideworldfootball.com
[58] sportforbusiness.com
[48] mwsn.net
[47] sportsdestinations.com
[46] linkedin.com
[44] co.uk

Top Domains in Tweet in G1:
[75] twitter.com
[34] sporttechie.com
[28] si.com
[27] isportsanalysis.com
[8] espn.com
[6] digitalsportsdesk.com
[5] frntofficesport.com
[5] yahoo.com
[5] joefavorito.com
[4] nytimes.com

Top Domains in Tweet in G2:
[62] twitter.com
[25] frntofficesport.com
[14] team4front.com
[13] forbes.com
[7] bloomberg.com
[7] theathletic.com
[6] sportspromedia.com
[6] cnbc.com
[6] si.com
[6] adweek.com

Top Domains in Tweet in G3:
[36] twitter.com
[14] linkedin.com
[12] amazon.in
[6] sportspromedia.com
[5] youtube.com
[5] apnews.com
[4] bloomberg.com
[3] amazon.com
[3] cnbc.com
[3] cash.app

Top Domains in Tweet in G4:
[18] twitter.com
[10] espn.com
[8] helpgetsponsors.com
[6] athletenetwork.com
[6] eventmarketer.com
[5] coliseum-online.com
[3] si.com
[3] turnkeyintel.com
[3] espnpressroom.com
[2] apple.com

Top Domains in Tweet in G5:
[15] bloomberg.com
[11] twitter.com
[2] nysportsjournalism.com
[1] forbes.com
[1] yahoo.com
[1] megaphone.fm
[1] bakeru.edu
[1] squarespace.com
[1] thenextweb.com

Top Domains in Tweet in G6:
[6] cnbc.com
[3] twitter.com
[1] crainsnewyork.com
[1] theringer.com
[1] forbes.com

Top Domains in Tweet in G7:
[1] arsenaljobs.com

Top Domains in Tweet in G8:
[46] bloomberg.com
[21] soccerstadiumdigest.com
[6] megaphone.fm
[2] twitter.com
[1] forbes.com

Top Domains in Tweet in G9:
[35] sportmarketing.pl
[10] insidethegames.biz
[4] blocksixanalytics.com
[4] sponsors.de
[4] sportsmarketing.fr
[3] marketingweek.com
[2] sportstourismnews.com
[2] linkedin.com
[1] takeaway.com
[1] twitter.com

Top Domains in Tweet in G10:
[47] sportsdestinations.com
[4] connectmeetings.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3407] sportsbiz
[385] nfl
[194] fantasyfootball
[190] teams
[172] football
[167] sports
[166] sportbusiness
[127] review
[126] sportsmarketing
[124] esports



Top Hashtags in Tweet in G1:
[427] sportsbiz
[65] bemonumental
[59] sportstech
[58] esports
[50] storytelling
[45] gaming
[32] allcaps
[32] repthedistrict
[31] nfl
[28] japan

Top Hashtags in Tweet in G2:
[374] sportsbiz
[32] sportsmarketing
[28] sponsorship
[12] smsports
[12] nba
[12] socialmedia
[12] nfl
[7] jobsinsport
[6] marketing
[6] mlb

Top Hashtags in Tweet in G3:
[239] sportsbiz
[40] sports
[22] nfl
[14] nba
[13] sponsorship
[11] money
[11] mlb
[10] football
[10] sport
[9] sportsnews

Top Hashtags in Tweet in G4:
[137] sportsbiz
[10] esports
[9] sportsdigita
[8] helpgetsponsors
[8] eventtech
[6] nfl
[6] sponsorship
[6] digideck
[4] tuesdaytrivia
[3] fof

Top Hashtags in Tweet in G5:
[42] sportsbiz
[6] esports
[4] sportstech
[4] nfl100
[4] fanexperience
[3] esportsbiz
[2] ecomm
[1] bezos
[1] merch
[1] retail

Top Hashtags in Tweet in G6:
[107] sportsbiz
[71] nike
[8] 76erscrossover
[7] sixers
[6] steelers
[5] spurs
[4] nba
[3] rockets
[3] nfl
[2] notables2019

Top Hashtags in Tweet in G7:
[1] smsports
[1] sportsbiz

Top Hashtags in Tweet in G8:
[44] sportsbiz
[1] puertorico
[1] ratedrookie
[1] whodoyoucollect
[1] smsports
[1] football
[1] womensfootball

Top Hashtags in Tweet in G9:
[73] sportsbiz
[12] airbnb
[10] olympics
[9] olympic
[7] 6800live
[7] cost19
[6] sponsorship
[5] tokyo2020
[4] lsk
[4] siatkowka

Top Hashtags in Tweet in G10:
[45] sdmchampions
[44] sportsdestinations
[43] sportsbiz
[33] sportsbusiness
[5] smokymountaincup
[4] sharingeconomy
[4] sportstourism
[3] hvgamercon
[3] worldseries
[3] basketball

Top Words
Top Words in Tweet in Entire Graph:
[3607] Words in Sentiment List#1: Positive
[985] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[104691] Non-categorized Words
[109286] Total Words
[3409] #sportsbiz
[527] sports
[385] #nfl
[353] week
[316] team

Top Words in Tweet in G1:
[427] #sportsbiz
[135] mse
[105] great
[103] joefav
[65] #bemonumental
[64] sports
[59] #sportstech
[58] #esports
[50] #storytelling
[50] sporttechie

Top Words in Tweet in G2:
[374] #sportsbiz
[51] sports
[49] team
[48] great
[48] getdeestweets
[42] frntofficesport
[41] nba
[38] more
[33] fans
[32] team_4front

Top Words in Tweet in G3:
[239] #sportsbiz
[48] sports
[40] #sports
[22] #nfl
[17] great
[15] more
[15] university
[14] #nba
[13] sport
[13] media

Top Words in Tweet in G4:
[137] #sportsbiz
[23] sports
[19] mlb
[18] nfl
[14] team
[12] lot
[12] people
[10] #esports
[10] partners
[10] sportsdigita

Top Words in Tweet in G5:
[99] novy_williams
[80] amazon
[79] two
[78] nike
[76] selling
[76] company
[75] retail
[75] breaking
[75] directly
[75] years

Top Words in Tweet in G6:
[107] #sportsbiz
[90] cnbc
[87] jabarijyoung
[80] read
[75] sneaker
[71] king
[71] tucker
[71] deal
[71] #nike
[67] closing

Top Words in Tweet in G7:
[96] someone
[95] come
[95] work
[95] arsenal
[95] hiring
[95] join
[95] media
[95] team
[95] helping
[95] running

Top Words in Tweet in G8:
[77] soshnick
[70] cbs
[44] #sportsbiz
[40] company
[40] two
[39] months
[38] matches
[38] breaking
[38] david
[38] levy

Top Words in Tweet in G9:
[73] #sportsbiz
[32] airbnb
[14] breaking
[13] olympics
[12] #airbnb
[12] insidethegames
[10] #olympics
[10] sponsor
[9] #olympic
[8] launch

Top Words in Tweet in G10:
[47] next
[45] #sdmchampions
[44] #sportsdestinations
[43] #sportsbiz
[33] #sportsbusiness
[19] sdm_overtime
[7] meet
[7] introducing
[6] austinmarathon
[6] highfiveevents

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[191] #nfl,#fantasyfootball
[190] #fantasyfootball,#teams
[179] chris_adf1,released
[154] #sportbusiness,#sportsbiz
[129] released,fantasy
[129] fantasy,football
[129] football,week
[127] #teams,#review
[103] week,12
[98] cnbc,#sportsbiz

Top Word Pairs in Tweet in G1:
[30] #sportstech,#sportsbiz
[24] #esports,#gaming
[23] #sportsbiz,#sportstech
[23] esports,brand
[18] capsgaming,wizardsdg
[18] wizardsdg,keep
[18] keep,doing
[18] doing,#esports
[18] #gaming,welcome
[18] welcome,expansion

Top Word Pairs in Tweet in G2:
[30] #sportsbiz,#sportsmarketing
[20] wow,graphic
[20] graphic,designers
[20] designers,roasting
[20] roasting,nba
[20] nba,owned
[20] owned,esports
[20] esports,team
[20] team,holding
[20] holding,logo

Top Word Pairs in Tweet in G3:
[20] #sports,#sportsbiz
[10] #sportsbiz,#sports
[7] week,12
[6] #sponsorship,#sportsbiz
[6] #olympics,#sports
[6] keep,snglv
[6] snglv,media
[5] #sportbetting,#sportsbiz
[5] #sportsbiz,#handicapper
[5] #handicapper,#transparency

Top Word Pairs in Tweet in G4:
[6] #helpgetsponsors,#sportsbiz
[6] #sportsbiz,#eventtech
[5] novy_williams,nfl's
[5] nfl's,investment
[5] investment,arm
[5] arm,32
[5] 32,equity
[5] equity,putting
[5] putting,money
[5] money,mobile

Top Word Pairs in Tweet in G5:
[75] directly,amazon
[74] breaking,big
[74] big,news
[74] news,retail
[74] retail,nike
[74] nike,stop
[74] stop,selling
[74] selling,product
[74] product,directly
[74] amazon,company

Top Word Pairs in Tweet in G6:
[90] cnbc,#sportsbiz
[79] #sportsbiz,read
[72] jabarijyoung,cnbc
[71] sneaker,king
[71] king,tucker
[67] read,sneaker
[67] tucker,closing
[67] closing,endorsement
[67] endorsement,deal
[67] deal,#nike

Top Word Pairs in Tweet in G7:
[95] come,work
[95] work,arsenal
[95] arsenal,hiring
[95] hiring,someone
[95] someone,join
[95] join,media
[95] media,team
[95] team,helping
[95] helping,running
[95] running,digital

Top Word Pairs in Tweet in G8:
[38] david,levy
[37] breaking,david
[37] levy,resigning
[37] resigning,ceo
[37] ceo,brooklyn
[37] brooklyn,nets
[37] nets,two
[37] two,months
[37] months,taking
[37] taking,job

Top Word Pairs in Tweet in G9:
[11] insidethegames,breaking
[7] breaking,key
[7] key,part
[7] part,airbnb
[7] airbnb,sponsorship
[7] sponsorship,olympics
[7] olympics,includes
[7] includes,launch
[7] launch,airbnb
[7] airbnb,olympian

Top Word Pairs in Tweet in G10:
[37] next,#sdmchampions
[20] #sportsdestinations,#sportsbiz
[19] #sportsdestinations,#sportsbusiness
[19] #sportsbusiness,#sportsbiz
[14] #sportsbiz,#sportsbusiness
[8] sdm_overtime,next
[7] meet,next
[6] #sdmchampions,#sportsdestinations
[6] #sdmchampions,austinmarathon
[6] austinmarathon,highfiveevents

Top Replied-To
Top Replied-To in Entire Graph:
@sportstalkfla
@chris_grosse
@lfc
@lakers
@sportscenter
@mikeozanian
@bullpenau
@nextgenstats
@belkin
@dallasmavericks

Top Replied-To in G1:
@ap_sports
@amymbrooks

Top Replied-To in G2:
@chris_grosse
@jayfhicks
@workinsports
@mattglen
@prof_chadwick
@lu_class_
@pgatour
@rickolivieri

Top Replied-To in G4:
@belkin
@globelifepark
@cbs
@dallasmavericks
@lakers

Top Replied-To in G5:
@nextgenstats

Top Replied-To in G9:
@ashsalopek
@nicoleicost

Top Mentioned
Top Mentioned in Entire Graph:
@chris_adf1
@mse
@novy_williams
@soshnick
@joefav
@cnbc
@arsenal
@connorarmstrong
@jabarijyoung
@nike

Top Mentioned in G1:
@mse
@joefav
@sporttechie
@capsgaming
@washwizards
@capitals
@soshnick
@nll
@rui_8mura
@nba2kleague

Top Mentioned in G2:
@getdeestweets
@frntofficesport
@team_4front
@cannonjw
@sutton_impactu
@simonogus
@danmigala
@briangainor
@workinsports
@nadinedietz

Top Mentioned in G3:
@sportsnomics
@fansfavoritefan
@sportbuzzbizz
@mike_scott09

Top Mentioned in G4:
@nfl
@mlb
@espn
@sportsdigita
@nhl
@nba
@tcaflisch
@novy_williams
@skillz
@teamworkonline

Top Mentioned in G5:
@novy_williams
@amazon
@nike
@nfl
@soshnick
@fanatics
@alliedesports
@footlocker
@giltedgesoccer

Top Mentioned in G6:
@cnbc
@jabarijyoung
@scottoneil
@crainsnewyork
@prucenter
@serenawilliams
@usainbolt
@letsdothisrace
@reebok
@fitlerclub

Top Mentioned in G7:
@arsenal
@connorarmstrong

Top Mentioned in G8:
@soshnick
@novy_williams
@bigbarrsports
@colintipton
@thestadiumpitch
@nike
@nyrangers
@mlb_players
@zionwilliamson
@7league

Top Mentioned in G9:
@airbnb
@olympics
@insidethegames
@instagram
@block6analytics
@euro2020
@sportsmarketing
@thejbeck
@iocmedia
@heineken

Top Mentioned in G10:
@sdm_overtime
@austinmarathon
@highfiveevents
@rockytopsports1
@bullheadcity
@airbnb
@vrbo
@discoveralbany
@albanycapcenter
@ecacsports

Top Tweeters
Top Tweeters in Entire Graph:
@hrblock_21
@delta
@startupsbot
@zennie62
@chidambara09
@mrzeeshanmasih
@edjlazar
@businessinsider
@mcdonalds
@mysouthend

Top Tweeters in G1:
@startupsbot
@allroundmagic
@nytimes
@samy45
@wally44
@tsn_sports
@usatoday
@ap
@nba
@yahoofinance

Top Tweeters in G2:
@hrblock_21
@bostonglobe
@telegraph
@zaroonrkhan
@kenchsden
@forbes
@sinow
@techcrunch
@zzsheyn
@hanneshanath

Top Tweeters in G3:
@turktimecom
@heelsonthefield
@raftofwater
@nutsandboltssp
@sdotmeesh
@manolimpik
@psuitenetwork
@citygalsports
@snglvmedia
@mychasiw

Top Tweeters in G4:
@chidambara09
@russmove
@nfl
@mlb
@wendys
@nhl
@mls
@jobsonteamwork
@mariners
@espn

Top Tweeters in G5:
@business
@g4s90
@jorgecontrerasn
@honda
@hopedellon
@thenextweb
@tictoc
@greyfynn
@eric_young_1
@footlocker

Top Tweeters in G6:
@famouspixs
@theejamieson
@depressedgod
@lastcallsports5
@timmaaay_
@cnbc
@4lacol
@bsupimp
@warriorsworld
@bjdarula

Top Tweeters in G7:
@athrennaakira
@rubellm
@gbengagold
@atl_dunni
@_ehezal
@tewenceejones
@simplemacsmith
@adil_arsenal
@paythefees
@thekemi_y

Top Tweeters in G8:
@cantankerusfemi
@rudedogreyes
@arthurlee_m
@goodkidmancity
@nancyrubin
@thestalwart
@2xaught7
@tracytran
@thegoalkeeper
@diszy2011

Top Tweeters in G9:
@insidethegames
@lydiekrszn
@kevindeshazo
@masashikohmura
@kfreberg
@officialasroma
@bookingcom
@tariq_ahmad
@chrisyandle
@equipedefrance

Top Tweeters in G10:
@maacsports
@drpepper
@sec
@dallascup
@greenville_sc
@nyrr
@officialghsa
@marchmadness
@underarmour
@columbiasc


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