One of the most effective ways to stay in shape is to take part in regular workouts at the gym. In 2024, approximately 15 percent of health club members in the United States were Hispanic.

One of the most effective ways to stay in shape is to take part in regular workouts at the gym. The number of gym members in the United States aged 65 or older stood at 7.88 million in 2019, marking a 34.16 percent increase in the number of members from 2010.

Gym Membership Market Outlook

According to our latest research, the global gym membership market size reached USD 92.3 billion in 2024, reflecting a robust consumer interest in health and wellness. The market is projected to grow at a CAGR of 7.1% from 2025 to 2033, reaching an estimated value of USD 172.5 billion by 2033. This growth trajectory is driven by increasing health consciousness, urbanization, and a surge in demand for personalized fitness experiences. As per our analysis, rising disposable incomes and technological advancements in fitness services are key contributors to this expansion.

One of the primary growth drivers of the gym membership market is the escalating awareness regarding health and fitness among the global population. The proliferation of lifestyle-related diseases such as obesity, diabetes, and cardiovascular conditions has led to a significant shift in consumer behavior, with more individuals prioritizing regular exercise and structured fitness routines. Government initiatives promoting physical activity and preventive healthcare have further fueled market growth. Additionally, the influence of social media and fitness influencers has created a culture where maintaining physical fitness is not only desirable but also aspirational, prompting more people to invest in gym memberships. The integration of wearable technology and fitness tracking apps has also made it easier for individuals to monitor their progress and stay motivated, thereby increasing gym attendance and membership renewals.

Another important factor boosting the gym membership market is the diversification of gym offerings and the rise of boutique studios. Consumers are increasingly seeking unique and specialized fitness experiences, such as HIIT, yoga, pilates, and spinning classes, which are often provided by boutique studios and high-end fitness centers. This trend has encouraged traditional gyms to diversify their service portfolios and invest in state-of-the-art equipment and amenities to retain and attract members. Furthermore, the emergence of hybrid models that combine in-person and virtual training sessions has broadened the market's appeal, catering to individuals who prefer flexible workout schedules or remote fitness options. The convenience and accessibility of online and virtual training have particularly resonated with younger demographics and busy professionals, contributing to overall market growth.

Corporate wellness programs have also played a significant role in the expansion of the gym membership market. Many companies now recognize the benefits of promoting employee health and well-being, leading to partnerships with gyms and fitness centers to offer subsidized memberships or on-site fitness facilities. These initiatives not only improve employee productivity and reduce healthcare costs but also enhance job satisfaction and retention rates. The demand for corporate gym memberships is expected to continue rising as organizations increasingly prioritize holistic wellness solutions. Moreover, the trend of offering family and senior memberships is gaining momentum, as gyms strive to cater to a broader spectrum of the population, including children, teenagers, and older adults, thus expanding their customer base and driving market growth.

From a regional perspective, North America continues to dominate the gym membership market due to high health awareness, advanced fitness infrastructure, and a strong culture of gym-going. However, Asia Pacific is emerging as the fastest-growing region, fueled by rapid urbanization, rising disposable incomes, and increasing adoption of Western fitness trends. Europe remains a significant market, characterized by a mature fitness industry and progressive wellness initiatives. In contrast, Latin America and the Middle East & Africa are witnessing steady growth, driven by expanding middle-class populations and growing investments in health and fitness infrastructure. Each region presents unique opportunities and challenges, shaping the global market landscape.

Membership Type Analysis

The gym membership market is segmented by membership type, including individual, family, corporate, student, and senior memberships. Individual memberships remain the most popular, accounting for the largest share of the market due to their flexibility and accessibility. These memberships cater to the needs of solo fitness enthusiasts who p

Gym, health and fitness clubs stand at a dynamic crossroads, shaped by both impressive resilience and evolving consumer expectations. Despite economic headwinds—including persistent inflation, rising membership fees and supply chain disruptions—Americans’ appetite for fitness hasn’t waned. While higher prices and tariff-driven equipment costs have prompted some concerns around affordability and retention, leading operators have kept pace by doubling down on transparency, technological innovation and community-driven experiences, keeping the industry remarkably buoyant, even as members become more discerning and hybrid workout habits take root. Revenue has expanded at a CAGR of 7.1% to $45.7 billion in 2025, including an uptick of 2.0% that year. Home workouts and digital fitness surged in recent years, with brands like Peloton, Apple Fitness and countless app-based platforms filling the void. Still, the desire for social connection, accountability and access to specialized classes supported attendance at gyms and fitness centers, with group classes, boutique experiences and sports leagues (like the nation’s pickleball boom) fueling a new wave of growth. Technological integration has become standard, as fitness centers capitalized on mobile booking, wearables, hybrid class offerings and personalized digital experiences to boost retention. Gyms have also responded to sticky inflation and financial uncertainty by offering more flexible, tiered memberships and novel pay-per-visit plans, making fitness accessible across a wider range of budgets and life stages, boosting profit. Gym, health and fitness clubs will deepen their shift into a wellness-centric, tech-enabled ecosystem, with opportunities and challenges in equal measure. Demographic tailwinds will prove significant: as the population ages and healthcare costs climb, older adults will turn to gyms for exercise as well as holistic health management. Gyms, health and fitness centers are shifting toward integrated, medically informed offerings, blending classes with diagnostics, tracking devices and partnerships with healthcare providers. Affordability, digital convenience and privacy will be crucial considerations as gyms race to balance premium health solutions with accessibility. Gyms and fitness centers that innovate around flexibility and evidence-based care will sustain growth. Revenue is expected to grow at a CAGR of 1.4% to reach an estimated $49.1 billion by 2030.

One of the most effective ways to stay in shape is to take part in regular workouts at the gym. In 2024, just over 30 percent of gym members in the United States were aged 25 or under. Meanwhile, 23.2 percent of members at fitness facilities were aged 55 or older.

This dataset provides a detailed overview of gym members' exercise routines, physical attributes, and fitness metrics. It contains 973 samples of gym data, including key performance indicators such as heart rate, calories burned, and workout duration. Each entry also includes demographic data and experience levels, allowing for comprehensive analysis of fitness patterns, athlete progression, and health trends.

Key Features:

• Age: Age of the gym member.
• Gender: Gender of the gym member (Male or Female).
• Weight (kg): Member’s weight in kilograms.
• Height (m): Member’s height in meters.
• Max_BPM: Maximum heart rate (beats per minute) during workout sessions.
• Avg_BPM: Average heart rate during workout sessions.
• Resting_BPM: Heart rate at rest before workout.
• Session_Duration (hours): Duration of each workout session in hours.
• Calories_Burned: Total calories burned during each session.
• Workout_Type: Type of workout performed (e.g., Cardio, Strength, Yoga, HIIT).
• Fat_Percentage: Body fat percentage of the member.
• Water_Intake (liters): Daily water intake during workouts.
• Workout_Frequency (days/week): Number of workout sessions per week.
• Experience_Level: Level of experience, from beginner (1) to expert (3).
• BMI: Body Mass Index, calculated from height and weight.

This dataset is ideal for data scientists, health researchers, and fitness enthusiasts interested in studying exercise habits, modeling fitness progression, or analyzing the relationship between demographic and physiological data. With a wide range of variables, it offers insights into how different factors affect workout intensity, endurance, and overall health.

This dataset is an anonymized file of gym membership and activity. It contains demographic, memberships, visits and workout data. The dataset is intended for machine learning, data cleaning and exploratory data analysis (EDA) purposes.

Features

Each row represents one gym member, with the following columns:

Member_ID: Unique identifier for each member

Name: Anonymized name

Age / Gender / Address / Phone_Number: Basic demographic info

Membership_Type: Monthly, Quarterly, or Yearly

Join_Date / Last_Visit_Date: Membership timeline

Favorite_Exercise: Common exercise or gym activity

Avg_Workout_Duration_Min: Average time spent per session

Avg_Calories_Burned: Estimated calories burned per workout

Total_Weight_Lifted_kg: Total weight lifted in workouts

Visits_Per_Month: Average gym visits per month

Churn: Indicates whether a member has stopped attending (Yes or No)

Women’s Only Gym Market size was valued at USD 5.3 Billion in 2024 and is projected to reach USD 8.52 Billion by 2032, growing at a CAGR of 8.2% during the forecast period 2026 to 2032. Rising demand for privacy, safety, and women-focused exercise spaces is likely to encourage more memberships at gyms designed exclusively for women.

Number of Businesses statistics on the Gym, Health & Fitness Clubs industry in the US

Snapshot img

Gym And Health Clubs Market Size 2025-2029

The gym and health clubs market size is forecast to increase by USD 21.47 billion, at a CAGR of 3.9% between 2024 and 2029.

The market is experiencing significant growth due to the increasing trend of health and wellness consciousness among demographic groups, particularly baby boomers and millennials. This demographic shift is driving the demand for comprehensive fitness and wellness services, as these generations prioritize maintaining an active lifestyle and overall health. However, this market growth also presents challenges. The dearth of a trained workforce capable of delivering high-quality services poses a significant obstacle. With the growing demand for personalized and effective fitness programs, health clubs face the challenge of recruiting and retaining a skilled workforce. This shortage of trained professionals can negatively impact the quality of services offered and potentially hinder market expansion.
To capitalize on the market's opportunities and navigate these challenges, gym and health clubs must focus on investing in workforce development and training programs. This investment in human capital will not only help meet the growing demand for personalized services but also differentiate clubs from competitors. Additionally, strategic partnerships with educational institutions and industry organizations can provide a steady stream of qualified candidates, ensuring a skilled workforce to deliver top-notch services and drive business growth.

What will be the Size of the Gym And Health Clubs 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.
Request Free Sample

The gym and health club market continues to evolve, with dynamic market activities unfolding across various sectors. Customer retention remains a top priority, leading to the implementation of personalized email marketing campaigns and community engagement initiatives. Wearable technology, such as smart scales and heart rate monitors, enables members to track their progress and stay motivated. Flexibility training, including the use of foam rollers and yoga mats, complements cardio equipment and strength training programs. Profit margins are maximized through space optimization and the offering of specialized fitness programs, such as rehabilitation services and senior fitness programs. Home gym equipment and virtual fitness classes cater to members' varying schedules and preferences.

Environmental sustainability is a growing concern, with gym management prioritizing energy efficiency, waste reduction, and facility design. Staff management is crucial for providing excellent member experiences and ensuring safety regulations are met. Fitness apps, group exercise classes, and online fitness platforms offer convenience and flexibility. Liability insurance, injury prevention, and safety regulations are essential considerations for gym operators. Functional fitness and athletic training programs cater to competitive sports enthusiasts, while personal training and physical therapy services address individual needs. Fitness assessments, nutritional counseling, and class scheduling tools streamline operations and enhance the overall member experience. Marketing strategies, such as social media marketing and referral programs, help attract and retain new members.

Operating costs are minimized through gym management software, facility maintenance, and cost-effective equipment, such as resistance bands and jump ropes. Spin classes and strength training remain popular offerings, while safety regulations and cleaning protocols ensure a clean and safe environment for all members.

How is this Gym And Health Clubs Industry segmented?

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

Service

  Membership fees
  Personal training and instruction fees
  Total admission fees


Type

  Private
  Public


Membership Type

  Monthly
  Annual


End-User

  Individuals
  Corporates


Geography

  North America

    US
    Canada


  Europe

    France
    Germany
    Italy
    UK


  Middle East and Africa

    UAE


  APAC

    China
    India
    Japan
    South Korea


  Rest of World (ROW)

By Service Insights

The membership fees segment is estimated to witness significant growth during the forecast period.

In the dynamic gym and health club market, customer retention is a top priority. Personal injury claims and insurance requirements are significant considerations, necessitating a focus on safety regulations and facility design. Cardio equipment, such as smart scales and energy-efficient

According to Cognitive Market Research, the global Gym And Health Club Market size is USD 12541.36 million in 2024. It will expand at a compound annual growth rate (CAGR) of 9.70% from 2024 to 2031.

North America held the major market share for more than 40% of the global revenue with a market size of USD 5016.54 million in 2024 and will grow at a compound annual growth rate (CAGR) of 7.9% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 3762.41 million in 2024.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 2884.51 million in 2024 and will grow at a compound annual growth rate (CAGR) of 11.7% from 2024 to 2031.
Latin America had a market share of around 5% of the global revenue with a market size of USD 627.07 million in 2024 and will grow at a compound annual growth rate (CAGR) of 9.1% from 2024 to 2031.
Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 250.83 million in 2024 and will grow at a compound annual growth rate (CAGR) of 9.4% from 2024 to 2031.
Membership Fee has the highest Gym And Health Club Market revenue share in 2024.

Market Dynamics of Gym And Health Club Market

Key Drivers for the Gym And Health Club Market

Growing Trend Of Sedentary Lifestyles Necessitating Fitness Routines To Drive Market Growth

The growing trend of sedentary lifestyles is a significant factor driving the growth of the gym and health club market. As modern work environments become increasingly desk-bound, a large portion of the population is experiencing reduced physical activity. This shift towards a more sedentary lifestyle has led to a rise in health issues such as obesity, cardiovascular diseases, and other lifestyle-related disorders. Consequently, there is a heightened awareness about the importance of incorporating regular exercise into daily routines to mitigate these health risks. Fitness routines offered by gyms and health clubs provide structured and varied exercise options that cater to different fitness levels and goals. These establishments are equipped with advanced fitness equipment, professional trainers, and personalized programs, making them an attractive solution for individuals seeking to counteract the negative effects of sedentary behavior. This growing need for structured physical activity has significantly contributed to the increased demand for gym memberships and fitness services, thereby driving the market's growth.

Rapid Urbanization Leading To A Higher Number Of Gym Establishments

Rapid urbanization is a key factor driving the growth of the gym and health club market. As cities expand and populations migrate to urban areas, there is an increasing demand for accessible and convenient fitness facilities. Urban environments typically offer a higher concentration of potential gym-goers who seek nearby fitness options to accommodate their busy lifestyles. This shift has prompted a surge in the establishment of gyms and health clubs to meet the growing demand. Urban areas provide a fertile ground for fitness businesses, with a diverse customer base ranging from young professionals to families and retirees. Additionally, the urban setting often encourages a culture of health and wellness, further fueling the desire for local fitness options. Moreover, the availability of commercial real estate in urban centers facilitates the growth of gym establishments. Entrepreneurs and fitness brands are seizing these opportunities to open new locations, thus contributing to the overall expansion of the gym and health club market.

Restraint Factor for the Gym And Health Club Market

Expensive Gym Memberships Deterring Potential Customers

Expensive gym memberships are a significant factor restraining the growth of the gym and health club market. High membership costs can deter a substantial portion of the potential customer base, especially individuals from lower-income brackets or those who prioritize other financial commitments. As the cost of living continues to rise in many areas, discretionary spending on fitness services becomes less feasible for a significant segment of the population. The financial barrier created by expensive memberships can lead to decreased membership rates and lower retention, as customers may seek more affordable alternat...

One of the most effective ways to stay in shape is to take part in regular workouts at the gym. The share of gym members in the United States with an annual household income of 100 thousand U.S. dollars or more stood at just under 40 percent in 2024.

Key Fitness App StatisticsTop Fitness AppsHealth & Fitness App Market LandscapeFitness App RevenueFitness Revenue by AppFitness App UsersFitness App Market ShareFitness App DownloadsTracking...

CrossFit Gym Market Outlook

According to our latest research, the global CrossFit Gym market size reached USD 8.2 billion in 2024, reflecting robust expansion across key regions, with a healthy CAGR of 10.4% expected during the forecast period. By 2033, the market is projected to attain a value of USD 20.2 billion, driven by increasing health consciousness, the proliferation of fitness trends, and the growing appeal of high-intensity functional training. The CrossFit Gym market continues to benefit from a dynamic consumer base that values community-driven fitness and innovative training methodologies.

The primary growth driver for the CrossFit Gym market is the rising global awareness regarding health and wellness. As sedentary lifestyles and work-from-home trends contribute to increased health concerns, consumers are actively seeking engaging and effective fitness solutions. CrossFit, with its focus on functional movements, varied workouts, and measurable results, has positioned itself as a preferred choice for individuals aiming to improve their physical fitness and overall well-being. The community aspect of CrossFit, which fosters motivation and accountability, further enhances member retention rates, contributing to the sustained expansion of the market. Additionally, the integration of digital platforms for workout tracking, remote coaching, and virtual classes has expanded the reach of CrossFit gyms, allowing them to cater to a broader demographic and adapt to changing consumer preferences.

Another significant factor propelling the growth of the CrossFit Gym market is the increasing penetration of boutique fitness studios and franchising models. Entrepreneurs are attracted to the relatively low-cost entry and scalable business opportunities offered by CrossFit affiliations. The brand's strong global presence, coupled with standardized training protocols and certification programs, ensures quality and consistency across locations. The flexibility to customize class offerings and membership structures enables gyms to cater to local market demands, further enhancing their competitiveness. Moreover, collaborations with fitness apparel brands, nutrition companies, and wellness technology providers have created additional revenue streams and strengthened the overall value proposition for both gym owners and members.

The CrossFit Gym market also benefits from evolving consumer demographics, with a notable increase in participation among teenagers, women, and seniors. The inclusive and scalable nature of CrossFit workouts allows gyms to design programs suitable for various fitness levels and age groups. This diversification not only broadens the customer base but also encourages family memberships and group participation, contributing to higher engagement and longer member lifecycles. Furthermore, the emphasis on measurable progress and community support has driven higher retention rates compared to traditional gyms, positioning CrossFit as a sustainable and resilient fitness solution in an increasingly competitive landscape.

In the context of Gym Design and Build, the CrossFit gym market is witnessing a transformative phase. As the demand for functional and versatile workout spaces grows, gym owners are increasingly focusing on innovative design and construction strategies. The emphasis is on creating environments that not only accommodate high-intensity workouts but also enhance the overall member experience. This includes the integration of advanced ventilation systems, sustainable materials, and modular layouts that can be adapted to various class sizes and activities. By prioritizing aesthetics and functionality, gyms are able to attract a diverse clientele, ranging from fitness enthusiasts to competitive athletes, thereby driving membership growth and retention.

Regionally, North America continues to dominate the CrossFit Gym market, accounting for the largest share in 2024 due to a mature fitness culture, high disposable incomes, and widespread brand recognition. However, Asia Pacific is emerging as the fastest-growing region, driven by urbanization, rising health awareness, and increasing adoption of Western fitness trends. Europe and Latin America are also witnessing steady growth, supported by expanding franchise networks and government initiatives promoting physical activity. The Middle East & Africa reg

Fitness Club Market Outlook

According to our latest research, the global fitness club market size reached USD 98.3 billion in 2024, reflecting robust consumer demand for health and wellness solutions worldwide. The industry is projected to grow at a CAGR of 7.2% from 2025 to 2033, with the market forecasted to reach USD 184.2 billion by 2033. This growth is primarily fueled by rising health awareness, increasing prevalence of lifestyle-related diseases, and the proliferation of boutique fitness studios and digital fitness offerings. As per the latest research, the fitness club market continues to evolve, integrating technology and personalized services to meet the dynamic needs of diverse consumer segments.

One of the primary growth drivers for the fitness club market is the escalating global emphasis on preventive healthcare and wellness. As sedentary lifestyles and unhealthy eating habits contribute to a surge in obesity, diabetes, and cardiovascular diseases, consumers are increasingly turning to fitness clubs for structured exercise and holistic wellness programs. The accessibility of fitness clubs in urban and suburban regions, coupled with the growing trend of workplace wellness initiatives, has further propelled market expansion. Moreover, the integration of technology, such as fitness tracking apps, virtual coaching, and wearable devices, has enhanced member engagement and retention, making fitness clubs more appealing to tech-savvy consumers and younger demographics.

Another significant factor influencing the fitness club marketÂ’s growth is the diversification of services and facility types. Fitness clubs are no longer limited to traditional gym formats; they now offer specialized services such as yoga, Pilates, CrossFit, group exercise classes, and personal training. This diversification allows clubs to cater to a broader clientele with varying fitness goals and preferences, from weight loss and strength training to flexibility and mindfulness. The rise of boutique studios and niche fitness concepts has also contributed to market growth by offering unique experiences and fostering a sense of community among members. These trends are complemented by flexible membership models and digital subscriptions, which have made fitness club services more accessible and customizable.

Demographic trends also play a crucial role in shaping the fitness club market. The growing participation of women, older adults, and young professionals in fitness activities has expanded the marketÂ’s target audience. Fitness clubs are increasingly offering gender-specific and age-appropriate programs to address the unique needs of different demographic segments. The proliferation of unisex gyms and inclusive fitness environments has further contributed to market expansion by breaking down traditional barriers to entry. Additionally, the influence of social media and fitness influencers has heightened awareness about the benefits of regular exercise, driving more people to join fitness clubs and adopt healthier lifestyles.

From a regional perspective, North America remains the largest market for fitness clubs, accounting for a significant share of global revenues. The regionÂ’s mature fitness culture, high disposable incomes, and advanced infrastructure have fostered a thriving market for both traditional gyms and boutique studios. Europe follows closely, with a strong emphasis on wellness and preventive healthcare. The Asia Pacific region is emerging as a high-growth market, driven by rapid urbanization, rising health consciousness, and increasing investments in fitness infrastructure. Latin America and the Middle East & Africa are also witnessing steady growth, supported by expanding middle-class populations and government initiatives promoting physical activity.

Fitness and Recreational Sports Centers have emerged as pivotal players in the fitness industry, offering a comprehensive range of activities that go beyond traditional gym workouts. These centers cater to diverse interests by providing facilities for sports like tennis, basketball, and swimming, alongside fitness classes and wellness programs. The integration of recreational sports with fitness regimes not only enhances physical health but also promotes social interaction and community building. As urban areas co

Distribution of the household population by physical fitness classification, by sex and age group.

Smart Home Gym Market Outlook

According to our latest research, the global Smart Home Gym market size reached USD 14.8 billion in 2024, with a robust year-on-year growth driven by the increasing adoption of connected fitness solutions. The market is forecasted to expand at a CAGR of 18.7% from 2025 to 2033, reaching a projected value of USD 61.2 billion by 2033. The primary growth factor fueling this surge is the rising consumer preference for convenient, technology-enabled fitness experiences, combined with advancements in smart equipment and digital coaching platforms.

The ongoing digital transformation of the fitness industry is a fundamental growth driver for the smart home gym market. Consumers are increasingly seeking personalized, interactive, and data-driven workout experiences that traditional fitness equipment cannot provide. Smart home gym systems integrate artificial intelligence, real-time performance tracking, and immersive content, allowing users to tailor their fitness routines to their specific needs and goals. This trend is further amplified by the proliferation of wearable devices and health apps, which seamlessly sync with smart gym equipment, creating a holistic wellness ecosystem within the home environment. Additionally, the demand for flexible workout schedules and the desire to avoid crowded commercial gyms, especially in the wake of global health concerns, have accelerated the adoption of smart home gyms across diverse demographics.

Another significant factor contributing to the expansion of the smart home gym market is the rapid pace of innovation in fitness equipment and connectivity solutions. Leading manufacturers are investing heavily in research and development to introduce cutting-edge products such as smart mirrors, connected cardio machines, and AI-powered strength training systems. These products not only offer interactive training sessions and real-time feedback but also feature integration with popular fitness platforms and social communities, enhancing user engagement and motivation. The integration of voice assistants, touchscreens, and cloud-based analytics further elevates the user experience, making smart home gyms highly attractive to tech-savvy consumers. Furthermore, the growing availability of high-speed internet and advancements in wireless connectivity, such as Wi-Fi 6 and Bluetooth 5.0, have made it easier for users to access on-demand classes, track progress, and participate in virtual group workouts from the comfort of their homes.

The affordability and accessibility of smart home gym solutions are also playing a pivotal role in market growth. As technology matures and economies of scale are achieved, the cost of smart fitness equipment is gradually decreasing, making it accessible to a broader segment of the population. Subscription-based models and financing options offered by leading brands have lowered the entry barrier for consumers, enabling more households to invest in comprehensive home fitness ecosystems. Additionally, the increasing awareness of health and wellness, coupled with government initiatives promoting physical activity, is encouraging consumers to prioritize fitness and invest in long-term solutions that support their well-being. The rise of influencer marketing and social media fitness communities has also contributed to the aspirational appeal of smart home gyms, further driving market adoption.

From a regional perspective, North America continues to dominate the smart home gym market, accounting for the largest share in 2024, followed closely by Europe and Asia Pacific. The high disposable income, widespread adoption of smart home technologies, and strong presence of leading fitness brands in these regions have created a conducive environment for market growth. However, the Asia Pacific region is expected to witness the highest CAGR during the forecast period, driven by rapid urbanization, increasing health consciousness, and growing penetration of connected devices in emerging economies such as China, India, and Japan. Latin America and the Middle East & Africa are also experiencing steady growth, supported by rising investments in digital infrastructure and a growing middle-class population with a keen interest in fitness and wellness.

Product Type Analysis

The Product Type segment in the smart home gym market encompasses a diverse range of offerings, including fitness equipment, smart mirrors, connecte

This dataset provides a simulated representation of membership data for a gym, crafted specifically for those interested in honing their skills in exploratory data analysis (EDA). The data is structured to facilitate the discovery of key membership patterns and trends, making it an ideal resource for exercises in data cleaning, visualization, and pattern recognition.

Background

When is my university campus gym least crowded, so I know when to work out? We measured how many people were in this gym once every 10 minutes over the last year. We want to be able to predict how crowded the gym will be in the future.

Goals

1. Given a time of day (and maybe some other features, including weather), predict how crowded the gym will be.
2. Figure out which features are actually important, which are redundant, and what features could be added to make the predictions more accurate.

Data

The dataset consists of 26,000 people counts (about every 10 minutes) over the last year. In addition, I gathered extra info including weather and semester-specific information that might affect how crowded it is. The label is the number of people, which I'd like to predict given some subset of the features.

Label:

• Number of people

Features:

• date (string; datetime of data)
• timestamp (int; number of seconds since beginning of day)
• day_of_week (int; 0 [monday] - 6 [sunday])
• is_weekend (int; 0 or 1) [boolean, if 1, it's either saturday or sunday, otherwise 0]
• is_holiday (int; 0 or 1) [boolean, if 1 it's a federal holiday, 0 otherwise]
• temperature (float; degrees fahrenheit)
• is_start_of_semester (int; 0 or 1) [boolean, if 1 it's the beginning of a school semester, 0 otherwise]
• month (int; 1 [jan] - 12 [dec])
• hour (int; 0 - 23)

Acknowledgements

This data was collected with the consent of the university and the gym in question.

The number of members of fitness centers and health clubs within the United States has experienced a near continual increase between 2000 and 2024. In 2024, there were found to be around ** million members of fitness centers and health clubs within the U.S., the greatest number during the period of observation.