Fantasy Football Market Outlook

In 2023, the global fantasy football market size was valued at approximately USD 24.4 billion, and it is projected to reach USD 48.7 billion by 2032, growing at a compound annual growth rate (CAGR) of 8.9%. This robust growth is driven by the increasing popularity of sports betting, the expansion of internet penetration, and the evolving digital landscape that has made fantasy sports more accessible to a global audience.

The burgeoning interest in fantasy football is significantly fueled by the thrill associated with virtual sports management and the competitive spirit it invokes among participants. The advent of high-speed internet and the proliferation of smartphones have considerably lowered entry barriers, enabling users from diverse demographics to engage with fantasy football platforms. Enhanced user interfaces and the strategic inclusion of real-time data and analytics have further enriched the user experience, making the game more immersive and engaging. Additionally, the growing partnerships between fantasy sports platforms and major sports leagues have enhanced the credibility and reach of the market.

Another crucial growth factor is the increasing monetization avenues within the fantasy football ecosystem. Platforms are leveraging ad revenues, subscription models, and in-app purchases to enhance their profitability. The introduction of innovative revenue streams like virtual goods, personalized content, and premium features provides substantial growth opportunities. Furthermore, the gamification of fantasy sports, including interactive features like social sharing and leaderboards, has significantly contributed to user retention and engagement.

Public perception and societal trends have also played a pivotal role in the market's growth. The cultural acceptance of fantasy sports as a mainstream activity has expanded its demographic reach beyond traditional sports enthusiasts. The integration of fantasy sports into mainstream media, including dedicated shows and podcasts, has increased visibility and user adoption. This cultural shift has also led to the formation of fantasy football communities, fostering a sense of camaraderie and collective enthusiasm.

American Football has played a pivotal role in the evolution of fantasy sports, particularly in North America, where the National Football League (NFL) stands as the most popular league for fantasy football. The deep-rooted passion for American Football among fans has translated into a robust fantasy football culture, with millions of participants engaging in both daily and season-long leagues. The NFL's extensive media coverage and the availability of detailed player statistics have made it an ideal sport for fantasy leagues, offering fans an opportunity to test their managerial skills and engage with the sport on a deeper level. This engagement is further amplified by the NFL's active promotion of fantasy football, which has helped to sustain and grow its fan base over the years.

From a regional perspective, North America continues to dominate the fantasy football market, driven by the high penetration of internet services and the strong sports culture in the region. The United States alone accounts for a significant portion of the market owing to the popularity of the National Football League (NFL). Meanwhile, Europe and the Asia Pacific are emerging as significant growth regions. The increasing popularity of soccer and the rising number of internet users in countries like India and China are expected to contribute to the market's expansion in these regions.

Platform Analysis

The fantasy football market is segmented into mobile applications and websites based on the platform. Mobile applications have revolutionized the fantasy sports experience by offering users the convenience of managing their teams on the go. The advent of sophisticated mobile apps with user-friendly interfaces, real-time updates, and interactive features has significantly enhanced user engagement. The integration of advanced analytics and personalized recommendations in mobile applications has made it easier for users to make informed decisions, thereby increasing user satisfaction and retention.

On the other hand, websites continue to be a popular platform among a segment of users who prefer a more detailed and expansive interface. Websites offer a broader range of features and functionalities compared to mobile applicatio

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Fantasy Sports Market Size 2025-2029

The fantasy sports market size is forecast to increase by USD 10.13 billion, at a CAGR of 7.1% between 2024 and 2029.

The market is experiencing significant growth, driven by the increasing popularity of dedicated apps and the utilization of these sports technology for brand promotion. The proliferation of user-friendly apps has made accessing and participating in fantasy sports more convenient than ever before, leading to a surge in demand. Brands recognize the potential of this trend, using fantasy sports as a marketing tool to engage consumers and build brand loyalty. However, the future of fantasy sports remains uncertain, with concerns surrounding the potential negative impacts on health and well-being. The addictive nature of fantasy sports gaming can lead to excessive time spent on digital platforms, negatively affecting productivity and overall well-being.
Companies must navigate these challenges by implementing responsible gaming practices and promoting a healthy balance between digital engagement and real-life activities. By addressing these concerns and continuing to innovate, fantasy sports providers can capitalize on the market's potential and maintain a strong competitive edge.

What will be the Size of the Fantasy Sports Market during the forecast period?

Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
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The market continues to evolve, with dynamic market activities unfolding across various sectors. Season-long fantasy sports platforms offer users customizable league settings, head-to-head matches, and real-time game data, enabling a more engaging user experience. Waiver wire transactions and player projections are integral components, requiring continuous analysis from fantasy sports analysts and machine learning algorithms. Fantasy sports communities foster interaction through player chat, news feeds, and podcasts, creating a vibrant ecosystem. Draft strategies and auction drafts vary, with salary cap leagues and private leagues offering unique challenges. Advertising revenue and affiliate marketing provide monetization opportunities, while privacy policies ensure user data security.

Daily fantasy sports (DFS) operators employ advanced statistical analysis and probability calculations to offer real-time contests, further fueling the market's growth. API integrations and data modeling enable seamless data access, while customer support and commissioner tools cater to league management needs. Freemium models, subscription models, and public leagues cater to diverse user preferences, with mobile applications and web applications ensuring accessibility. Risk assessment and lineup optimization strategies are essential for success, while injury reports and expert analysis inform user decision-making. Fantasy sports platforms continue to integrate social media, offering a more immersive experience. News feeds and custom leagues provide users with personalized content, further enhancing engagement.

How is this Fantasy Sports Industry segmented?

The fantasy sports industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

Product

  Fantasy soccer
  Fantasy baseball
  Fantasy basketball
  Fantasy football
  Others


Application

  Individual Competition
  Team Competition


Demographic

  Under 25 Years
  Between 25 and 40 Years
  Above 40 Years


Dietary Preference

  Vegan
  Gluten-Free
  Keto


Target Audience

  Busy Professionals
  Health Enthusiasts


Geography

  North America

    US
    Canada


  Europe

    France
    Germany
    Italy
    UK


  Middle East and Africa

    Egypt
    KSA
    Oman
    UAE


  APAC

    China
    India
    Japan


  South America

    Argentina
    Brazil


  Rest of World (ROW)

By Product Insights

The fantasy soccer segment is estimated to witness significant growth during the forecast period.

In the realm of fantasy sports, soccer holds a significant position, allowing participants to build teams comprised of real-life soccer players and earn points based on their on-field statistics or perceived value. Soccer fantasy leagues, such as Draft Fantasy Football, McDonald FIFA World Cup Fantasy, Fantasy Premier League, and UEFA Champions League Fantasy Football, attract a massive following due to the universal appeal of soccer. These platforms offer users flexibility to manage their rosters, making unlimited transfers before the season's commencement. Fantasy sports communities thrive on player chat, league settings, and head-to-head matches, fostering a competitive and engaging environment.

Season-long fantasy sports and daily fantasy

The global fantasy football market is experiencing robust growth, driven by increasing smartphone penetration, readily available internet access, and the ever-growing popularity of professional football leagues worldwide. The engagement fostered by fantasy football platforms, which blend competition with strategic decision-making, fuels user loyalty and continuous engagement, translating into significant revenue streams for operators. The market is segmented by application (individual vs. team competitions) and access method (mobile phone vs. computer), with mobile platforms witnessing faster adoption due to convenience and accessibility. Major players like FanDuel, DraftKings, and ESPN dominate the market, leveraging their established brand recognition and sophisticated platforms. However, smaller, niche platforms are also emerging, catering to specific user preferences or offering specialized features. The North American market currently holds the largest share, fueled by the immense popularity of American football, but significant growth is anticipated in other regions, particularly in Europe and Asia, as the sport’s global reach expands and digital infrastructure improves. The competitive landscape is dynamic, with ongoing innovation in platform features, scoring systems, and marketing strategies to attract and retain users. The forecast period from 2025 to 2033 projects substantial market expansion, driven by factors such as enhanced user experience, increased integration of data analytics, and the growing adoption of esports-like features within fantasy football platforms. This will likely lead to an increase in advertising revenue and potential partnerships with leagues and merchandise providers. However, regulatory hurdles surrounding gambling, data privacy concerns, and the potential for user fatigue represent potential restraints. Overcoming these challenges requires ongoing platform development focusing on security, transparency, and responsible gaming practices. The market's success hinges on continuing innovation and adapting to evolving user preferences while navigating the regulatory landscape to maintain sustainable growth. We estimate the CAGR (based on a reasonable assumption) to be in the range of 10-15% for the forecast period, leading to significant market expansion.

NFL Football Stats

My family has always been serious about fantasy football. I've managed my own team since elementary school. It's a fun reason to talk with each other on a weekly basis for almost half the year.

Ever since I was in 8th grade I've dreamed of building an AI that could draft players and choose lineups for me. I started off in Excel and have since worked my way up to more sophisticated machine learning. The one thing that I've been lacking is really good data, which is why I decided to scrape pro-football-reference.com for all recorded NFL player data.

From what I've been able to determine researching, this is the most complete public source of NFL player stats available online. I scraped every NFL player in their database going back to the 1940s. That's over 25,000 players who have played over 1,000,000 football games.

The scraper code can be found here. Feel free to user, alter, or contribute to the repository.

The data was scraped 12/1/17-12/4/17

Shameless plug

When I uploaded this dataset back in 2017, I had two people reach out to me who shared my passion for fantasy football and data science. We quickly decided to band together to create machine-learning-generated fantasy football predictions. Our website is https://gridironai.com. Over the last several years, we've worked to add dozens of data sources to our data stream that's collected weekly. Feel free to use this scraper for basic stats, but if you'd like a more complete dataset that's updated every week, check out our site.

The data is broken into two parts. There is a players table where each player has been assigned an ID and a game stats table that has one entry per game played. These tables can be linked together using the player ID.

Player Profile Fields

• Player ID: The assigned ID for the player.
• Name: The player's full name.
• Position: The position the player played abbreviated to two characters. If the player played more than one position, the position field will be a comma-separated list of positions (i.e. "hb,qb").
• Height: The height of the player in feet and inches. The data format is

The North American Daily Fantasy Sports (DFS) market, valued at $13.21 billion in 2025, is projected to experience robust growth, driven by increasing smartphone penetration, rising disposable incomes, and the growing popularity of casual and competitive gaming. The market's Compound Annual Growth Rate (CAGR) of 12.90% from 2019 to 2024 suggests a significant expansion in the coming years, with the forecast period (2025-2033) poised to witness even further acceleration. Key drivers include innovative game formats, strategic partnerships with professional sports leagues, and the enhanced user experience offered by DFS platforms. The segment breakdown reveals that Traditional Fantasy Sports and Daily Fantasy Sports hold significant market share, with Football, Basketball, and Baseball leading the sports category. Major players like DraftKings, FanDuel, Yahoo Fantasy Sports, CBS Sports, and ESPN are aggressively competing for market dominance through technological advancements, marketing initiatives, and strategic acquisitions. The strong regulatory environment in North America, particularly in the United States, provides stability and fosters investor confidence, further supporting market growth. The sustained growth trajectory of the North American DFS market is expected to continue throughout the forecast period. Factors such as increased accessibility through mobile apps, targeted marketing campaigns to attract new user segments, and the integration of esports into the DFS landscape will contribute to this expansion. However, regulatory challenges in certain regions, potential competition from other forms of entertainment, and the need to address concerns about responsible gaming will be key factors shaping the market's future. The dominance of established players, while ensuring market stability, also presents a challenge to smaller entrants. Future growth will depend on innovative game designs, superior user interfaces, and adept marketing strategies aimed at cultivating and retaining a diverse customer base. Recent developments include: November 2022- In Maryland, FanDuel Group launched a sportsbook. Maryland sports fans have access to the FanDuel Sportsbook app for iOS and Android as well as desktop gaming. The FanDuel Sportsbook delivers its top-tier online sports betting experience to Maryland's fervent sports fans, who can now bet on professional and collegiate football, basketball, baseball, hockey, golf, MMA, boxing, soccer, and tennis across the state with several betting and payment methods. With various essential features, the FanDuel Sportsbook app is straightforward, safe, and practical., October 2022- GridRival has launched its highly anticipated Daily Fantasy Sports offering for users in 23 states across the United States. GridRival, a fantasy motorsports app that currently offers games based on the Formula One and MotoGP series, has a user base of over 200,000 motorsports fans thanks to its combination of engaging fantasy league gameplay, detailed performance data, in-depth research tools, and native social functionality., January 2022- Draftskings Inc. launched its mobile and online sportsbook in New York. The company planned to be one of the first to throw in the empire state. The launch coincides with the NFL Playoffs, one of the busiest times of the year for betting activity.. Key drivers for this market are: Regulatory & legal changes legalizing Fantasy Sports in more than 80% states in the US, Targeted advertising by major Fantasy Sports vendors among millennials; Growth in Sporting events & aggressive reactivation programs initiated by incumbents. Potential restraints include: Regulatory & legal changes legalizing Fantasy Sports in more than 80% states in the US, Targeted advertising by major Fantasy Sports vendors among millennials; Growth in Sporting events & aggressive reactivation programs initiated by incumbents. Notable trends are: Daily Fantasy Sports to Dominate the Market.

About

Fantasy Premier League(FPL) is a global fantasy football game of English Premier League, played nearly by 7.5m managers all across the globe. An unfortunate outbreak of a pandemic has halted football and all other sporting events. In terms of FPL, it has provided us quite a time to ponder about our teams. And with Premier League set to resume on 17th June, its time to give a final push to our analysis of the season so far.

Content

Feature Description

Team - the club that the player belongs to Points - points scored by the player till date Cost - value of the player Position - position played by the player Goals_Scored - number of goals scored by the player Assists - number of assists made by the player Saves - number of saves made by the player Yellow_Card - number of yellow cards received by the player Red_Card - number of red cards received by the player Min_Played - number of minutes played by the player TSB - percentage of teams possessing the player CS - number of clean sheets kept by the player Shots_On_Target - number of shots on target by the player Goals_Conceded - number of goals conceded by the player BPS - total sum of bonus points scored by the players

The men's football league market exhibits robust growth, driven by increasing global viewership, the expanding popularity of fantasy football, and lucrative sponsorship deals. The market's segmentation by application (sports industry, television broadcasting, others) and team size (32-team, 12-team, 15-team, others) highlights diverse revenue streams. While the precise market size for 2025 is unavailable, considering a global CAGR of, for example, 7% (a reasonable estimate given the continued growth of the sport) and using available data points for leagues like the NFL (generating billions in revenue annually), we can project a 2025 market value in the range of $20-30 billion USD. This projection considers the contributions of major leagues across North America, Europe, and Asia-Pacific. Growth is expected to be fueled by ongoing investments in infrastructure, technological advancements enhancing the fan experience (e.g., improved streaming services, virtual reality applications), and the strategic expansion of leagues into new territories. Market restraints include the cyclical nature of sporting events, potential economic downturns impacting sponsorship revenue, and the challenge of maintaining fan engagement in the face of competing entertainment options. Geographic variations are evident; North America and Europe currently dominate market share, but Asia-Pacific presents a substantial growth opportunity due to rising disposable incomes and an increasing interest in professional football. Successful leagues like the NFL, showcasing strong governance and marketing strategies, serve as benchmarks for other leagues striving for expansion and profitability. The continued development of regional leagues, coupled with global broadcasting deals, will significantly shape the market trajectory in the forecast period (2025-2033). Analyzing these factors will allow for better strategic decision-making and investment opportunities in this dynamic industry.

As per Cognitive Market Research's latest published report, the Global Daily Fantasy Sports market size was USD 5,992.74 Million in 2017 and it is forecasted to reach USD 14,875.92 Million by 2029. Daily Fantasy Sports Industry's Compound Annual Growth Rate will be 8.95% from 2023 to 2030.

The North America Daily Fantasy Sports market size will be USD 5,022.11 Million by 2029.

Market Drivers For Daily Fantasy Sports

Growing adoption of smartphones coupled with rising internet connectivity

Over the last few years, there is a rapid increase in smart device adoption and internet penetration. Smart devices offer flexibility to customers on a smartphone, laptop, desktop, or tablet. With these devices, users are simply able to access several daily fantasy sports apps and websites.

According to a study, the number of unique mobile internet users in 2020 was 4.28 billion, and more than 90% of the worldwide internet population has access to the internet through a mobile device. Until March 2021, the internet penetration rate in Asia was at 62%, 88% in Europe, and 90% in North America.

Similarly, according to the study, the current global smartphone user population is 6.648 billion, which indicates that 83.72 percent of the world’s population possesses a smartphone. This statistic has increased significantly from 2016, when there were just 3.668 billion users, accounting for 49.40 percent of the world’s population at the time.

Furthermore, the usage of tablets, laptops, and desktops is also raising. According to the Australian Bureau of Statistics, desktop or laptop computers are used by 91% of connected households.

As technology advances, various organizations are releasing numerous daily fantasy games that can play online. This enables several people to entertain themselves as well as to earn money. In this app or website, users can play a wide range of fantasy games, including cricket, hockey, football, basketball, and kabaddi. This promotes market expansion.

According to data shared by Indian Super League (ISL) its fantasy football players hail from India, Nepal, Bangladesh, and the UK, with 86% of the traffic coming from mobile phones. As a result, the growing adoption of smart devices coupled with rising internet connectivity drives the growth of the daily fantasy sports market.

Rising number of daily fantasy sports players

As online gaming and associated activities gain traction, the online fantasy sports market is expected to see a considerable increase in income. The popularity of fantasy games has surged with the introduction of various applications and websites. Daily fantasy games, in particular, are gaining popularity, and many individuals are drawn to them. This increases the popularity of daily fantasy sports.

Daily fantasy games are a popular type of online fantasy gaming in which users pay an entrance fee to compete for cash rewards based on the performance of professional athletes whom users choose and then track in their respective professional sports events.

People are drawn to daily fantasy games for a variety of reasons. The primary reason for this is that players can win real money. According to data, one-third (34%) of urban Indians have played online fantasy sports for money in June 2021. There is real money on the line, and anybody has a chance to win. Some players even make a full-time career by joining competitions. It's difficult to say how much profit the top fantasy sports players make, but there's evidence that they might be earning at least $10,000 every week.

As a result, many players want to participate in daily fantasy games. According to the Fantasy Sports and Gaming Association, approximately 59 million individuals in the United States and Canada participate in fantasy sports. It also claims that 20 million individuals in India play fantasy games, with the amount expected to rise to 150 million by 2022. According to the Fantasy Sports Trade Association, the number of fantasy sports participants has increased from 500,000 in 1988 to 59.3 million in 2017, with the business being worth $7.22 billion (FSTA).

Similarly, key players are participating in a variety of measures to increase player numbers. For instance, to increase its appeal to women, Disney introduced a fantasy

league game for ABC's "Bachelorette" show in 2017. More than 700,000 individuals have playe...

Analysis of ‘Winter Olympics Prediction - Fantasy Draft Picks’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/ericsbrown/winter-olympics-prediction-fantasy-draft-picks on 28 January 2022.

--- Dataset description provided by original source is as follows ---

Olympic Draft Predictive Model

Our family runs an Olympic Draft - similar to fantasy football or baseball - for each Olympic cycle. The purpose of this case study is to identify trends in medal count / point value to create a predictive analysis of which teams should be selected in which order.

There are a few assumptions that will impact the final analysis: Point Value - Each medal is worth the following: Gold - 6 points Silver - 4 points Bronze - 3 points For analysis reviewing the last 10 Olympic cycles. Winter Olympics only.

All GDP numbers are in USD

My initial hypothesis is that larger GDP per capita and size of contingency are correlated with better points values for the Olympic draft.

All Data pulled from the following Datasets:

Winter Olympics Medal Count - https://www.kaggle.com/ramontanoeiro/winter-olympic-medals-1924-2018 Worldwide GDP History - https://data.worldbank.org/indicator/NY.GDP.MKTP.CD?end=2020&start=1984&view=chart

GDP data was a wide format when downloaded from the World Bank. Opened file in Excel, removed irrelevant years, and saved as .csv.

Process

In RStudio utilized the following code to convert wide data to long:

install.packages("tidyverse") library(tidyverse) library(tidyr)

Converting to long data from wide

long <- newgdpdata %>% gather(year, value, -c("Country Name","Country Code"))

Completed these same steps for GDP per capita.

Primary Key Creation

Differing types of data between these two databases and there is not a good primary key to utilize. Used CONCAT to create a new key column in both combining the year and country code to create a unique identifier that matches between the datasets.

SELECT *, CONCAT(year,country_code) AS "Primary" FROM medal_count

Saved as new table "medals_w_primary"

Utilized Excel to concatenate the primary key for GDP and GDP per capita utilizing:

=CONCAT()

Saved as new csv files.

Uploaded all to SSMS.

Contingent Size

Next need to add contingent size.

No existing database had this information. Pulled data from Wikipedia.

2018 - No problem, pulled existing table. 2014 - Table was not created. Pulled information into excel, needed to convert the country NAMES into the country CODES.

Created excel document with all ISO Country Codes. Items were broken down between both formats, either 2 or 3 letters. Example:

AF/AFG

Used =RIGHT(C1,3) to extract only the country codes.

For the country participants list in 2014, copied source data from Wikipedia and pasted as plain text (not HTML).

Items then showed as: Albania (2)

Broke cells using "(" as the delimiter to separate country names and numbers, then find and replace to remove all parenthesis from this data.

We were left with: Albania 2

Used VLOOKUP to create correct country code: =VLOOKUP(A1,'Country Codes'!A:D,4,FALSE)

This worked for almost all items with a few exceptions that didn't match. Based on nature and size of items, manually checked on which items were incorrect.

Chinese Taipei 3 #N/A Great Britain 56 #N/A Virgin Islands 1 #N/A

This was relatively easy to fix by adding corresponding line items to the Country Codes sheet to account for future variability in the country code names.

Copied over to main sheet.

Repeated this process for additional years.

Once complete created sheet with all 10 cycles of data. In total there are 731 items.

Data Cleaning

Filtered by Country Code since this was an issue early on.

Found a number of N/A Country Codes:

Serbia and Montenegro FR Yugoslavia FR Yugoslavia Czechoslovakia Unified Team Yugoslavia Czechoslovakia East Germany West Germany Soviet Union Yugoslavia Czechoslovakia East Germany West Germany Soviet Union Yugoslavia

Appears to be issues with older codes, Soviet Union block countries especially. Referred to historical data and filled in these country codes manually. Codes found on iso.org.

Filled all in, one issue that was more difficult is the Unified Team of 1992 and Soviet Union. For simplicity used code for Russia - GDP data does not recognize the Soviet Union, breaks the union down to constituent countries. Using Russia is a reasonable figure for approximations and analysis to attempt to find trends.

From here created a filter and scanned through the country names to ensure there were no obvious outliers. Found the following:

Olympic Athletes from Russia[b] -- This is a one-off due to the recent PED controversy for Russia. Amended the Country Code to RUS to more accurately reflect the trends.

Korea[a] and South Korea -- both were listed in 2018. This is due to the unified Korean team that competed. This is an outlier and does not warrant standing on its own as the 2022 Olympics will not have this team (as of this writing on 01/14/2022). Removed the COR country code item.

Confirmed Primary Key was created for all entries.

Ran minimum and maximum years, no unexpected values. Ran minimum and maximum Athlete numbers, no unexpected values. Confirmed length of columns for Country Code and Primary Key.

No NULL values in any columns. Ready to import to SSMS.

SQL work

We now have 4 tables, joined together to create the master table:

SELECT [OlympicDraft].[dbo].[medals_w_primary].[year], host_country, host_city, [OlympicDraft].[dbo].[medals_w_primary].[country_name], [OlympicDraft].[dbo].[medals_w_primary].[country_code], Gold, Silver, Bronze, [OlympicDraft].[dbo].[gdp_w_primary].[value] AS GDP, [OlympicDraft].[dbo].[convertedgdpdatapercapita].[gdp_per_capita], Atheletes FROM medals_w_primary INNER JOIN gdp_w_primary ON [OlympicDraft].[dbo].[medals_w_primary].[primary] = [OlympicDraft].[dbo].[gdp_w_primary].[year_country] INNER JOIN contingency_cleaned ON [OlympicDraft].[dbo].[medals_w_primary].[primary] = [OlympicDraft].[dbo].[contingency_cleaned].[Year_Country] INNER JOIN convertedgdpdatapercapita ON [OlympicDraft].[dbo].[medals_w_primary].[primary] = [OlympicDraft].[dbo].[convertedgdpdatapercapita].[Year_Country] ORDER BY year DESC

This left us with the following table:

https://i.imgur.com/tpNhiNs.png" alt="Imgur">

Performed some basic cleaning tasks to ensure no outliers:

Checked GDP numbers: 1992 North Korea shows as null. Updated this row with information from countryeconomy.com - $12,458,000,000

Checked GDP per capita:

1992 North Korea again missing. Updated this to $595, utilized same source.

UPDATE [OlympicDraft].[dbo].[gdp_w_primary] SET [OlympicDraft].[dbo].[gdp_w_primary].[value] = 12458000000 WHERE [OlympicDraft].[dbo].[gdp_w_primary].[year_country] = '1992PRK'

UPDATE [OlympicDraft].[dbo].[convertedgdpdatapercapita] SET [OlympicDraft].[dbo].[convertedgdpdatapercapita].[gdp_per_capita] = 595 WHERE [OlympicDraft].[dbo].[convertedgdpdatapercapita].[year_country] = '1992PRK'

Liechtenstein showed as an outlier with GDP per capita at 180,366 in 2018. Confirmed this number is correct per the World Bank, appears Liechtenstein does not often have atheletes in the winter olympics. Performing a quick SQL search to verify this shows that they fielded 3 atheletes in 2018, with a Bronze medal being won. Initially this appears to be a good ratio for win/loss.

Finally, need to create a column that shows the total point value for each of these rows based on the above formula (6 points for Gold, 4 points for Silver, 3 points for Bronze).

Updated query as follows:

SELECT [OlympicDraft].[dbo].[medals_w_primary].[year], host_country, host_city, [OlympicDraft].[dbo].[medals_w_primary].[country_name], [OlympicDraft].[dbo].[medals_w_primary].[country_code], Gold, Silver, Bronze, [OlympicDraft].[dbo].[gdp_w_primary].[value] AS GDP, [OlympicDraft].[dbo].[convertedgdpdatapercapita].[gdp_per_capita], Atheletes, (Gold*6) + (Silver*4) + (Bronze*3) AS 'Total_Points' FROM [OlympicDraft].[dbo].[medals_w_primary] INNER JOIN gdp_w_primary ON [OlympicDraft].[dbo].[medals_w_primary].[primary] = [OlympicDraft].[dbo].[gdp_w_primary].[year_country] INNER JOIN contingency_cleaned ON [OlympicDraft].[dbo].[medals_w_primary].[primary] = [OlympicDraft].[dbo].[contingency_cleaned].[Year_Country] INNER JOIN convertedgdpdatapercapita ON [OlympicDraft].[dbo].[medals_w_primary].[primary] = [OlympicDraft].[dbo].[convertedgdpdatapercapita].[Year_Country] ORDER BY [OlympicDraft].[dbo].[convertedgdpdatapercapita].[year]

Spot checked, calculating correctly.

Saved result as winter_olympics_study.csv.

We can now see that all relevant information is in this table:

https://i.imgur.com/ceZvqCA.png" alt="Imgur">

RStudio Work

To continue our analysis, opened this CSV in RStudio.

install.packages("tidyverse") library(tidyverse) library(ggplot2) install.packages("forecast") library(forecast) install.packages("GGally") library(GGally) install.packages("modelr") library(modelr)

View(winter_olympic_study)

Finding correlation between gdp_per_capita and Total_Points

ggplot(data = winter_olympic_study) + geom_point(aes(x=gdp_per_capita,y=Total_Points,color=country_name)) + facet_wrap(~country_name)

cor(winter_olympic_study$gdp_per_capita, winter_olympic_study$Total_Points, method = c("pearson"))

Result is .347, showing a moderate correlation between these two figures.

Looked next at GDP vs. Total_Points ggplot(data = winter_olympic_study) + geom_point(aes(x=GDP,y=Total_Points,color=country_name))+ facet_wrap(~country_name)

cor(winter_olympic_study$GDP, winter_olympic_study$Total_Points, method = c("pearson")) This resulted in 0.35, statistically insignificant difference between this and GDP Per Capita

Next looked at contingent size vs. total points ggplot(data = winter_olympic_study) + geom_point(aes(x=Atheletes,y=Total_Points,color=country_name)) +

The Market Research Report Covers Fantasy Sports Companies and is Segmented by Fantasy Sports Type (Traditional Fantasy Sports, Daily Fantasy Sports & Ancillaries), Sporting Type (Football, Baseball, Basketball, Others), and Country. The market size and forecasts are provided in terms of value (USD million) for all the above segments.

Global Fantasy Sports Market was valued at $31.73 B in 2023, and is projected to reach $USD 102.37 B by 2032, at a CAGR of 13.90% from 2023 to 2032.

What is FPL? Fantasy Premier League (FPL) is an online fantasy football game based on the English Premier League. In the game, participants select a squad of real-life Premier League players and earn points based on their performances in actual matches.

Here are some facts about FPL:

FPL has over 9 million registered users worldwide, making it one of the most popular fantasy sports games in the world. The budget for each FPL team is £100.0m, with the most expensive player being Mohamed Salah at £13 million for the current season. The highest-scoring FPL player of all time is again Mohamed Salah, who scored 303 points in the 2017/18 season. Content This dataset contains a collection of tweets with keywords Fantasy Premier League and FPL. The tweets were scraped using the snscrape library. Check out the Tutorial Notebook

The dataset includes the following information for each tweet:

ID: The unique identifier for the tweet. Timestamp: The date and time when the tweet was posted. User: The Twitter handle of the user who posted the tweet. Text: The content of the tweet. Hashtag: The hashtags included in the tweet, if any. Retweets: The number of times the tweet has been retweeted as of the time it was scraped. Likes: The number of likes the tweet has received as of the time it was scraped. Replies: The number of replies to the tweet as of the time it was scraped. Source: The source application or device used to post the tweet. Location: The location listed on the user's Twitter profile, if any. Verified_Account: A Boolean value indicating whether the user's Twitter account has been verified. Followers: The number of followers the user has as of the time the tweet was scraped. Following: The number of accounts the user is following as of the time the tweet was scraped The dataset provides a glimpse into the online chatter related to Fantasy Premier League and can be used for various natural language processing and machine learning tasks, such as sentiment analysis, topic modeling, and more. It allows an understanding of the community, the level of interest, and the experience of playing FPL.

Original Data Source: FPL Tweets Dataset

Fantasy Sports Market Outlook

According to our latest research, the global fantasy sports market size reached USD 29.4 billion in 2024, reflecting robust growth driven by increasing digital adoption and the rising popularity of sports-based entertainment worldwide. The market is projected to grow at a CAGR of 13.7% from 2025 to 2033, reaching a forecasted value of USD 92.3 billion by 2033. This impressive expansion is fueled by technological advancements, growing smartphone penetration, and evolving consumer preferences for interactive and immersive experiences in sports engagement.

One of the primary growth factors for the fantasy sports market is the surge in internet connectivity and mobile device usage globally. With the proliferation of affordable smartphones and high-speed internet, users can now access fantasy sports platforms seamlessly, regardless of their location. This accessibility has democratized participation, enabling fans from diverse demographics to actively engage in fantasy leagues. Furthermore, the integration of real-time data analytics and AI-driven insights has enhanced user experience, making team selection, performance tracking, and in-game strategies more interactive and data-driven. This technological integration not only attracts seasoned sports enthusiasts but also draws in new users seeking an engaging and competitive environment.

Another significant driver is the increasing popularity of major sporting events and leagues, which has a direct positive impact on the fantasy sports ecosystem. Global events such as the FIFA World Cup, the Indian Premier League (IPL), the National Football League (NFL), and the NBA have witnessed exponential viewership, translating into higher user engagement on fantasy platforms. Brands and sponsors are leveraging this trend by partnering with fantasy sports companies to enhance fan engagement and brand visibility. Additionally, the gamification of sports through fantasy leagues allows users to test their knowledge, compete with peers, and win rewards, further incentivizing participation and boosting market growth.

The evolving regulatory landscape is also shaping the future of the fantasy sports market. Several countries are recognizing fantasy sports as a game of skill rather than chance, leading to favorable regulatory frameworks that encourage innovation and investment. This legal clarity has attracted significant venture capital and strategic partnerships, fostering the development of advanced platforms with enhanced security, transparency, and user trust. However, regulatory challenges persist in certain regions, necessitating ongoing dialogue between industry stakeholders and policymakers to ensure responsible growth and user protection.

From a regional perspective, North America continues to dominate the fantasy sports market, accounting for the largest share in 2024, followed by Asia Pacific and Europe. The North American market benefits from a mature sports culture, high digital literacy, and established leagues, while Asia Pacific is witnessing rapid growth due to its large, young population and increasing adoption of digital entertainment platforms. Europe is also emerging as a key market, driven by the popularity of football and cricket-based fantasy leagues. The Middle East & Africa and Latin America are gradually gaining traction, supported by improving internet infrastructure and rising interest in sports-based gaming.

Platform Analysis

The platform segment of the fantasy sports market is bifurcated into web-based and mobile-based platforms, each playing a pivotal role in shaping user engagement and market dynamics. Web-based platforms were the initial drivers of the fantasy sports industry, offering comprehensive interfaces and robust functionalities catering to desktop users. These platforms continue to attract a significant user base, particularly among older demographics and traditional fantasy sports enthusiasts who prefer detailed analytics, in-depth research tools, and multi-league management features. The web-based segment

Sports Data Analytics Service Market Outlook

The global sports data analytics service market size was valued at approximately $2.3 billion in 2023 and is projected to reach around $6.7 billion by 2032, growing at a compound annual growth rate (CAGR) of 12.6% during the forecast period. This robust growth is primarily driven by increased investments in sports technology, the rising importance of data-driven decision-making in sports, and the growing adoption of advanced analytics to enhance player performance and fan engagement.

The surge in the adoption of sports data analytics is attributed to the increasing competitive nature of sports, where teams and individual athletes are leveraging data to gain a strategic edge. Data analytics provides insights into player performance, injury risks, and optimal training regimens, which can significantly impact the outcomes of games and overall team performance. This, coupled with the rising investments in sports technology, is propelling the market growth. Additionally, the growing popularity of fantasy sports and sports betting has further fueled the demand for real-time data analytics to make informed decisions.

Another significant growth factor is the rising focus on enhancing fan engagement and experience. Sports organizations are increasingly using data analytics to understand fan preferences, behavior, and sentiment. This information is crucial for tailoring marketing strategies, improving fan interactions, and ultimately increasing revenue from ticket sales, merchandise, and digital platforms. The integration of advanced technologies, such as artificial intelligence (AI) and machine learning (ML), is also enabling more sophisticated data analysis, driving further growth in the market.

Performance Analytics plays a crucial role in the sports data analytics service market, offering teams and athletes the ability to delve deeper into their performance metrics. By leveraging performance analytics, sports organizations can track and analyze various aspects of athletic performance, from speed and agility to endurance and skill execution. This data-driven approach not only aids in identifying areas for improvement but also helps in crafting tailored training programs that enhance overall performance. The integration of performance analytics into sports strategies allows for a more comprehensive understanding of both individual and team dynamics, ultimately leading to more informed decision-making and competitive advantages on the field.

Moreover, the healthcare and fitness tracking aspects of sports data analytics are gaining traction. With a growing emphasis on athlete health and well-being, sports teams are using data analytics to monitor players' physical conditions, predict injuries, and design personalized training programs. This proactive approach not only enhances performance but also extends players' careers and reduces healthcare costs. The increasing availability of wearable devices and IoT sensors is further supporting the collection and analysis of health-related data.

Regionally, North America is expected to dominate the sports data analytics service market, driven by the presence of major sports leagues, high technological adoption, and substantial investments in sports analytics. Europe is also anticipated to witness significant growth, supported by the increasing popularity of sports analytics among football clubs and other sports organizations. The Asia Pacific region is expected to emerge as a lucrative market due to the growing sports industry and rising investments in sports technology in countries like China, India, and Japan.

The rise of Fantasy Sports Service has significantly contributed to the growing demand for sports data analytics. Fantasy sports enthusiasts rely heavily on real-time data and analytics to make informed decisions about player selections and game strategies. This burgeoning interest in fantasy sports has prompted sports organizations and analytics firms to develop more sophisticated data solutions that cater to the unique needs of fantasy sports players. By providing detailed player statistics, performance forecasts, and injury updates, fantasy sports services enhance the user experience and engagement, driving further growth in the sports data analytics market. The intersection of fantasy sports and data analytics continues to open new avenues for innovation and fan in

The global fantasy car racing market is experiencing robust growth, driven by the increasing popularity of motorsports and the widespread adoption of fantasy sports platforms. The market's accessibility through mobile phones and computers, coupled with the engaging nature of team and individual competitions, fuels this expansion. While precise market size figures are unavailable, a reasonable estimate based on the growth of related fantasy sports markets (such as fantasy football, which has a multi-billion dollar valuation) suggests a current market size in the hundreds of millions of dollars. A conservative Compound Annual Growth Rate (CAGR) of 15% over the forecast period (2025-2033) is plausible considering the market's nascent stage and growth potential. Key growth drivers include the expanding reach of mobile gaming, innovative game formats, and strategic partnerships between fantasy platforms and major racing leagues and teams which enhance brand visibility and user engagement. The market faces potential restraints, such as regulatory hurdles related to online gaming and the need to continuously innovate to maintain user interest in a competitive landscape. Segment analysis reveals that mobile phone participation likely dominates, reflecting current trends in mobile gaming adoption. Major players, including established fantasy sports companies like FanDuel and DraftKings, along with potential entrants from the motorsports industry itself, are vying for market share, further contributing to market dynamism. Geographic analysis suggests that North America and Europe currently represent the largest market segments, though regions like Asia Pacific offer significant untapped potential for future growth. The continued growth of fantasy car racing hinges on several factors. These include the successful integration of real-time racing data to enhance the fantasy experience, personalized user experiences driven by AI and data analytics, and the development of creative scoring systems to keep the gameplay engaging and competitive. Furthermore, the expansion into new geographic markets and successful marketing campaigns targeting wider demographics (particularly younger audiences) are crucial for sustained growth. While competition is fierce, the potential for market expansion is considerable, particularly given the global appeal of motorsports and the continuously evolving landscape of online gaming. Therefore, a positive outlook remains for the fantasy car racing market in the coming years, with significant opportunities for both established players and new entrants.

The global fantasy sports market, valued at $32.75 billion in 2025, is experiencing robust growth, projected to expand at a Compound Annual Growth Rate (CAGR) of 13.83% from 2025 to 2033. This surge is fueled by several key drivers. Increased smartphone penetration and readily available high-speed internet access have significantly broadened the market's reach, making fantasy sports more accessible to a wider demographic. The rising popularity of esports and the integration of fantasy elements within gaming communities further contribute to this expansion. Innovative game formats, enhanced user interfaces, and the incorporation of advanced data analytics are enhancing the overall player experience, driving engagement and attracting new participants. Strategic partnerships between fantasy sports platforms and major sports leagues and teams create synergistic opportunities, amplifying brand awareness and attracting a loyal user base. Finally, the ongoing legalization and regulation of online gambling in various jurisdictions are removing significant barriers to market entry and growth, paving the way for increased investment and competition. However, the market also faces some challenges. Concerns surrounding responsible gaming and the potential for addiction necessitate a focused approach on user protection and responsible marketing practices. Data security and privacy are also significant concerns, requiring robust security measures to safeguard user information. Competition among established players and the emergence of new entrants will continue to exert pressure on profit margins, demanding innovation and strategic differentiation. The increasing prevalence of free-to-play fantasy sports options may also present a challenge to paid-subscription models. Despite these challenges, the long-term outlook for the fantasy sports market remains positive, fueled by technological advancements, evolving consumer preferences, and the enduring popularity of sports globally. The market’s segmentation, although not explicitly provided, likely reflects variations based on sport type (football, basketball, baseball, etc.), platform (web, mobile), game format (daily fantasy, season-long), and geographic location. Companies like DraftKings, FanDuel, and ESPN are key players, constantly innovating to maintain their market share. Recent developments include: April 2024: The NCAA approved coach-to-player helmet communication for the 2024 football season. Only one player for each team will be permitted to communicate with coaches while on the field. A green dot on the back of the helmet will identify that player. Communication between the coach and the player will be turned off with 15 seconds remaining when the ball is snapped., March 2024: FanDuel announced a series of initiatives and financial support focused on raising awareness of the importance of responsible play during Problem Gambling Awareness Month, where the first phase of the relationship will focus on a pilot program in New Jersey and Ohio that supports self-excluded players with direct access to comprehensive mental health assessments and group support services.. Key drivers for this market are: Rapid Development of the User Friendly and Smartphone Accessible Applications, Technological Advancements might Drive the Market Growth. Potential restraints include: Rapid Development of the User Friendly and Smartphone Accessible Applications, Technological Advancements might Drive the Market Growth. Notable trends are: Rapid Development of the User Friendly and Smartphone Accessible Applications to Drive the Market Growth.

The American football betting market is experiencing robust growth, fueled by increasing legalization across the US, the rising popularity of fantasy sports, and advancements in sports betting technology. The market's size, while not explicitly stated, can be reasonably estimated based on the significant presence of major players like FanDuel, DraftKings, and BetMGM, coupled with the immense popularity of American football. Considering the rapid expansion of legal sports betting in recent years, a conservative estimate for the 2025 market size would be in the range of $10 billion to $15 billion USD. This figure reflects both online and retail betting activities, with online betting driving a large percentage of the growth due to its convenience and accessibility. The Compound Annual Growth Rate (CAGR), although unspecified, is likely to be in the high single digits or low double digits over the forecast period (2025-2033) due to continued legalization efforts, technological innovations, and the sustained popularity of American football. Key drivers include the increasing acceptance of sports betting, targeted marketing campaigns, and the gamification of the betting experience through mobile apps and interactive platforms. Trends within the market suggest a movement towards mobile-first betting experiences, the integration of data analytics for enhanced predictions, and the development of innovative betting products tailored to the specific nuances of American football. While potential restraints exist, such as regulatory hurdles in certain jurisdictions and concerns surrounding responsible gambling, the overall market outlook remains positive. The significant investments by major operators indicate a strong belief in the long-term growth potential of this lucrative sector. The segmentation of the market likely includes various betting types (e.g., moneyline, spread, prop bets), user demographics (casual vs. experienced bettors), and geographic regions (states with legalized betting). This multifaceted market presents both challenges and opportunities for established players and new entrants alike. The competitive landscape is fiercely competitive, with the named companies vying for market share through innovative products, aggressive marketing, and strategic partnerships.

[Rapport de plus de 232 pages] La taille du marché mondial des sports fantastiques devrait passer de 24.39 milliards USD en 2022 à 44.87 milliards USD en 2030, à un TCAC de 14.84 % entre 2023 et 2030