The graph represents a network of 3,089 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 Monday, 23 December 2019 at 05:29 UTC.
The requested start date was Monday, 23 December 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 13-day, 9-hour, 57-minute period from Monday, 09 December 2019 at 01:02 UTC to Sunday, 22 December 2019 at 11:00 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
Vertices : 3089
Unique Edges : 4296
Edges With Duplicates : 2359
Total Edges : 6655
Number of Edge Types : 4
MentionsInRetweet : 3349
Mentions : 1947
Tweet : 1252
Replies to : 107
Self-Loops : 1252
Reciprocated Vertex Pair Ratio : 0.0388011152416357
Reciprocated Edge Ratio : 0.0747036457168419
Connected Components : 375
Single-Vertex Connected Components : 161
Maximum Vertices in a Connected Component : 1977
Maximum Edges in a Connected Component : 4609
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.446329
Graph Density : 0.000468715666656043
Modularity : 0.600607
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 3,089 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 Monday, 23 December 2019 at 05:29 UTC.
The requested start date was Monday, 23 December 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 13-day, 9-hour, 57-minute period from Monday, 09 December 2019 at 01:02 UTC to Sunday, 22 December 2019 at 11:00 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 URLs in Tweet in Entire Graph:
[159] https://allday-football.blogspot.com/ [20] https://www.isportsanalysis.com/landing-pages/american-football-signup.php?a=aflp2210 [16] http://mwsn.net/archives/22600 [15] https://www.si.com/johnwallstreet/sports-business/ted-leonsis-platform/ [15] https://twitter.com/thekendallbaker/status/1204456119524937729 [13] https://www.si.com/johnwallstreet/sports-business/international-fan-growth/ [13] http://mwsn.net/archives/22584 [10] https://www.forbes.com/sites/anthonystitt/2019/12/19/for-a-cool-3-billion-mlb-adds-nike-swoosh-to-uniforms/amp/ [10] https://www.helpgetsponsors.com/ [10] and Top URLs in Tweet in G1:
[14] https://www.si.com/johnwallstreet/sports-business/ted-leonsis-platform/ [11] https://www.si.com/johnwallstreet/sports-business/international-fan-growth/ [4] https://www.foxbusiness.com/sports/top-gun-air-station-miramar-national-lacrosse-league [4] https://dcs.megaphone.fm/BLM1710705126.mp3?key=1b361e134682277bba08b0ba4d5bb9e2 [4] https://www.si.com/johnwallstreet/sports-business/rwanda-psg-sponsorship/ [3] https://www.sportbusiness.com/news/australias-super-rugby-teams-broke-unless-media-revenue-increases/ [3] https://twitter.com/joefav/status/1205868505557557248 [2] https://buffalonews.com/2019/12/03/buffalo-bills-doug-flutie-flakes-cereal-baltimore-ravens/ [2] https://twitter.com/njh287/status/1205162562205212672 [2] https://www.nytimes.com/2019/12/17/sports/basketball/lebron-james-instagram-emojis.html Top URLs in Tweet in G2:
[10] https://www.helpgetsponsors.com/ [6] https://turnkeyintel.com/december-tsp-sportsbiz-execs-say-expect-13-of-student-athletes-to-immediately-generate-income-from-their-name-image-and-likeness/ [5] http://fitpublishing.com/articles/follower-segments-within-and-across-social-media-networks-major-professional-sport [4] http://www.sportspromedia.com/interviews/nba-basketball-kiswe-influencer-digital-streaming-technology [4] https://www.frntofficesport.com/augmented-reality-sports-advertising/ [3] http://www.sportspromedia.com/news/pga-tour-tv-rights-cbs-nbc-golf-channel-usa-extension [3] https://frntofficesport.com/squash-tournament-of-champions/ [3] https://frntofficesport.com/stockx-cavaliers-partnership/ [2] http://www.sportspromedia.com/news/anthony-joshua-tottenham-hotspur-stadium-next-fight-eddie-hearn [2] http://www.sportspromedia.com/opinion/erling-braut-haaland-rb-salzburg-vg-streaming-sportradar Top URLs in Tweet in G3:
[4] https://twitter.com/thekendallbaker/status/1204456119524937729 [3] https://twitter.com/TheKendallBaker/status/1204456119524937729 [3] https://engage.hashtagsports.com/2019/12/10/wsl-content-social/ [3] https://sportsphilanthropynetwork.com/holiday-events/ [3] https://sportsphilanthropynetwork.com/sports-philanthropy-newsstand-december-13-2019/ [3] https://cash.app/$sngpodcastnetwork [2] https://www.empoweredsalesperson.com/blogs-podcast/i-m-supposed-to-be-a-president-by-now [2] https://twitter.com/bzalaski/status/1204381021053034497 [2] https://www.empoweredsalesperson.com/blogs-podcast/what-s-up-in-sportsbiz-sales-for-2020 [2] https://twitter.com/bzalaski/status/1206609216863117313 Top URLs in Tweet in G4:
[2] https://trends.google.com/trends/yis/2019/US/?utm_source=join1440&utm_medium=email&utm_placement=etcetera [2] https://twitter.com/SiddonsMartin/status/1204475043985739778 [2] https://trends.google.com/trends/yis/2019/GLOBAL/?utm_source=join1440&utm_medium=email&utm_placement=etcetera [2] https://twitter.com/frntofficesport/status/1206242878504259584 [1] https://www.pymnts.com/innovation/2019/nike-patents-cryptokicks-blockchain-shoes/ [1] https://www3.nhk.or.jp/nhkworld/en/news/20191130_17/ [1] https://fivethirtyeight.com/features/the-most-absurd-college-football-bowls-ranked-using-math/ [1] https://twitter.com/thekendallbaker/status/1204456119524937729 [1] https://www.axios.com/mlb-salary-cap-luxury-tax-baseball-90167a0c-f4c6-4713-bab5-1131ae716d16.html?utm_source=twitter&utm_medium=twsocialshare&utm_campaign=organic [1] https://www.espn.com/olympics/story/_/id/28273753/russian-boxers-threaten-boycott-olympics-sanctions-not-lifted Top URLs in Tweet in G5:
[2] https://twitter.com/benjstrauss/status/1206998430859583488 [2] https://morningconsult.com/2019/12/10/nba-fan-survey-proposed-schedule-shake-ups-viewed-favorably/ [2] https://www.sounderatheart.com/2019/12/12/21019894/youtube-tv-sounders [1] https://morningconsult.com/briefs/morning-consult-sports-nbc-sports-hits-1-billion-mark-for-ad-sales-ahead-of-tokyo-2020/ [1] https://www.theguardian.com/media/2019/dec/10/amazon-sky-champions-league-germany-premier-league-football [1] https://morningconsult.com/2019/12/18/top-5-sports-industry-predictions-for-2020/ [1] https://www.wsj.com/articles/apple-held-preliminary-talks-with-pac-12-conference-mgm-11576777844 [1] https://morningconsult.com/2019/12/20/mark-emmert-ncaa-president-journalism-confidence/ [1] https://morningconsult.com/2019/12/12/espn-aac-renegotiating-media-rights-deal-as-uconn-heads-to-big-east/ [1] https://www.sportsbusinessdaily.com/Journal/Issues/2019/12/16/Media/Sports-media.aspx Top URLs in Tweet in G6:
[10] https://www.forbes.com/sites/anthonystitt/2019/12/19/for-a-cool-3-billion-mlb-adds-nike-swoosh-to-uniforms/amp/ [8] https://www.forbes.com/sites/erikmatuszewski/2019/12/11/jason-dufner-partners-with-dude-ending-his-free-agent-hat-days-on-pga-tour/#77ac6b011584 [5] https://www.sportsvideo.org/2019/12/13/ready-for-the-svg-summit-heres-your-guide-to-making-the-most-of-it/ [4] https://www.forbes.com/sites/kellenbecoats/2019/12/13/tracy-mcgrady-is-launching-an-advisory-program-to-keep-young-athletes-from-going-broke/ [4] https://www.forbes.com/sites/briangoff/2019/12/16/long-term-viewership-trends-show-warnings-for-nfl-nba-and-other-major-sports/#6cca1db7584f [3] https://www.gravitymedia.com/news-and-blogs/2019/2019-svg-summit-new-york/ [2] https://www.si.com/gambling/2019/12/09/sportsbooks-handle-nfl-betting-sunday-odds-traders-pointsbet [2] https://www.dallasnews.com/sports/mavericks/2019/12/11/popularity-of-luka-doncic-mavericks-helping-nba-extend-global-outreach-in-mexico/?utm_content=bufferea74e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer/ [2] https://www.niemanlab.org/2019/12/sports-media-enters-the-bronny-era/ [1] https://www.wsj.com/articles/bruin-sports-capital-buys-marketing-firm-from-wpp-11576494007 Top URLs in Tweet in G7:
[4] https://www.nytimes.com/2019/12/12/sports/soccer/fifa-club-world-cup.html [4] https://www.cityam.com/sports-business-in-2019-industry-insiders-pick-the-trends-that-defined-the-year/ [3] http://www.insideworldfootball.com/2019/12/10/russia-may-obliged-play-2022-world-cup-neutral-team/#.Xe_tA1UAl2w.twitter [2] https://twitter.com/SportsObama/status/1203739538591535104 [2] http://ispescongress.com [2] https://twitter.com/MLS_Buzz/status/1206729685629067266 [1] http://www.sbibarcelona.com/newsdetails/index/478 [1] http://www.sportspromedia.com/news/amazon-prime-premier-league-streaming-subscriptions-uk-study?utm_source=ActiveCampaign&utm_medium=email&utm_content=Russia+banned+from+Tokyo+Olympics+and+2022+World+Cup+in+WADA+ExCo+ruling%3B+Amazon+increased+Premier+League+s+UK+reach+by+a+third%3B++NBA+exploring+new+minority+investment+vehicle+%2C+confirms+Silver&utm_campaign=The+SportsPro+Daily+2019-12-10#.Xe9mDCi9tiE.twitter [1] https://www.forbes.com/sites/mikeozanian/2019/12/18/the-worlds-most-valuable-sports-empires-worth-84-billion-kroenke-sports-lands-at-no-1/ [1] https://www.sportsvalue.com.br/en/real-madrid-and-barcelona-economic-impact/ Top URLs in Tweet in G8:
[7] https://dsmsports.net/2019/12/09/how-hitachi-us-activated-their-indycar-sponsorship-with-social-media-works-of-art/ [3] https://www.linkedin.com/pulse/how-notion-athlete-brands-have-developed-age-social-media-horowitz [2] https://www.espn.com/nfl/story/_/id/28249911/seahawks-rookie-dk-metcalf-partners-coffee-company-sell-decaf-metcalf [2] https://www.searchenginejournal.com/nascar-content-marketing-strategy/337095/?utm_source=twitter.com&utm_medium=social&utm_campaign=share-back-traffic [2] https://www.eventbrite.com/e/dmv-sportsbiz-holiday-happy-hour-tickets-85421382655 [2] https://twitter.com/learfield/status/1204594728114835456 [1] https://twitter.com/NBCSportsPR/status/1204115654284107776 [1] https://twitter.com/a_s12/status/1207450022591238144 [1] https://dsmsports.net/2019/12/10/episode-158-kathleen-hessert-on-building-athlete-brands-engaging-gen-z-and-a-mindset-of-applied-curiosity/ [1] https://grnf.ly/sbjiaf-recap_tw Top URLs in Tweet in G9:
[2] http://www.espn.com/mlb/story/_/id/28237547/2019-mlb-winter-meetings-rumors-dates-free-agent-updates-predictions [2] https://www.detroitnews.com/story/sports/mlb/tigers/2019/12/21/signing-cron-schoop-adds-much-needed-thump-tigers-offense-20/2721094001/ [1] http://www.espn.com/mlb/story/_/id/28348619/are-white-sox-mlb-contenders-their-reinforced-rotation [1] https://sports.yahoo.com/honour-says-emotional-woods-presidents-win-080452767--golf.html [1] https://www.cbssports.com/mlb/news/mlb-winter-meetings-transaction-tracker-keeping-tabs-on-all-the-major-signings-and-trades-in-san-diego/ [1] http://www.espn.com/mlb/story/_/id/28258331/gerrit-cole-watch-big-spenders-more-passan-answers-20-winter-meetings-questions [1] http://www.espn.com/mlb/story/_/id/28277046/winter-meetings-takeaways-san-diego-spending-spree [1] http://www.espn.com/nba/story/_/id/28285621/by-design-lebron-james-high-school-experience-bronnys [1] http://www.espn.com/mlb/story/_/id/28307993/predicting-where-mlb-top-remaining-free-agents-sign [1] http://www.espn.com/mlb/story/_/id/28271369/sources-yankees-gerrit-cole-agree-record-9-year-324m-deal Top URLs in Tweet in G10:
[2] http://www.sportmarketing.pl/newsroom/37876,lille-osc-uczcilo-75-rocznice [2] http://www.sportmarketing.pl/newsroom/37929,trefl-sopot-dalej-z-citymotors-gdansk [2] http://www.sportmarketing.pl/newsroom/37947,siatkarki-z-wroclawia-w-aquaparku [1] http://www.sportmarketing.pl/newsroom/37989,red-bull-wspiera-polska-tenisistke [1] http://www.sportmarketing.pl/newsroom/37928,cvc-negocjuje-z-fifa-i-realem [1] http://www.sportmarketing.pl/newsroom/37931,czerkawski-ambasadorem-mistrzostw-europy [1] http://www.sportmarketing.pl/newsroom/37933,gigantyczna-kara-dla-rosjan [1] http://www.sportmarketing.pl/newsroom/37936,kolejny-chetny-na-chelsea-fc [1] http://www.sportmarketing.pl/newsroom/37935,land-rover-korzysta-z-amerykanskich-sportowcow [1] http://www.sportmarketing.pl/newsroom/37962,koniec-sagi-kto-zastapil-scudamore-a Top Domains
Top Word Pairs in Tweet in Entire Graph:
[153] chris_adf1,released [119] #sports,#sportsbiz [105] fantasy,football [103] released,fantasy [103] football,week [103] edition,#nfl [84] week,16 [83] week,15 [70] #sportsbiz,#s [61] #nfl,#fantasyfootball Top Word Pairs in Tweet in G1:
[32] brooklynnets,owner [32] owner,joe [32] joe,tsai [32] tsai,investing [32] investing,10 [32] 10,million [32] million,#esports [32] #esports,franchise [32] franchise,g2esports [32] g2esports,eyeing Top Word Pairs in Tweet in G2:
[30] #sportsmarketing,#sportsbiz [18] premier,league [16] year,deal [15] world,cup [15] #sportsbiz,#sportsmarketing [11] next,season [10] three,year [9] amazon,debut [9] debut,domestic [9] domestic,broadcast Top Word Pairs in Tweet in G3:
[6] looking,forward [6] #athletes,#causes [6] keep,snglv [6] snglv,media [5] #sportsbiz,sales [4] sports,industry [4] sports,#sportsbiz [4] week,#sportsbiz [4] #sportsbiz,views [4] #sponsorship,#sportsbiz Top Word Pairs in Tweet in G4:
[13] awesome,official [13] official,pizza [13] pizza,raptors [13] raptors,pizzapizzaltd [13] pizzapizzaltd,created [13] created,playable [13] playable,basketball [13] basketball,game [13] game,pizza [12] cannonjw,awesome Top Word Pairs in Tweet in G5:
[30] news,#sbjiaf [30] #sbjiaf,espn [30] espn,american [30] american,athletic [30] athletic,conference [30] conference,process [30] process,reworking [30] reworking,recently [30] recently,minted [30] minted,12 Top Word Pairs in Tweet in G6:
[13] forbessports,#sportsbiz [12] five,step [12] step,guide [11] swoosh,uniforms [10] cool,billion [10] billion,mlb [10] mlb,adds [10] adds,nike [10] nike,swoosh [10] uniforms,forbessports Top Word Pairs in Tweet in G7:
[34] excellent,#sportsbiz [34] #sportsbiz,analysis [30] world,cup [27] financial,figures [27] figures,lfc [27] lfc,flamengo [27] flamengo,prior [27] prior,fifa [27] fifa,club [27] club,world Top Word Pairs in Tweet in G8:
[19] business,cards [15] sports,industry [14] leave,business [14] cards,home [14] home,dmv [14] dmv,sports [14] industry,professionals [14] professionals,come [14] come,enjoy [14] enjoy,good Top Word Pairs in Tweet in G9:
[37] #ekusportsmarketing,#sportsbiz [23] #sportsbiz,mlb [12] espn,mlb [8] good,example [7] year,deal [7] sports,marketing [6] winter,meetings [6] mlb,#sportsbiz [6] nba,partners [6] really,good Top Word Pairs in Tweet in G10:
[8] #sportsbiz,co [6] nouveau,stade [5] #pilkanozna,#sportsbiz [4] pogonszczecin,wystartowała [4] wystartowała,oryginalnym [4] oryginalnym,projektem [4] projektem,czy [4] czy,się [4] się,powiedzie [4] powiedzie,#pogonmobile Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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