25 datasets found
  1. u

    Comprehensive Fitness Industry Statistics 2025

    • upmetrics.co
    webpage
    Updated Oct 25, 2023
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    Upmetrics (2023). Comprehensive Fitness Industry Statistics 2025 [Dataset]. https://upmetrics.co/blog/fitness-industry-statistics
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    webpageAvailable download formats
    Dataset updated
    Oct 25, 2023
    Dataset authored and provided by
    Upmetrics
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2024
    Description

    A meticulously compiled dataset providing deep insights into the global fitness industry in 2025. This dataset covers high-demand topics such as the exponential growth of fitness clubs, emerging trends in boutique fitness studios, skyrocketing online fitness training statistics, the flourishing fitness equipment market, and changing consumer behavior and expenditure patterns in the fitness sector.

  2. Gym, Health & Fitness Clubs in the US - Market Research Report (2015-2030)

    • ibisworld.com
    Updated May 15, 2025
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    IBISWorld (2025). Gym, Health & Fitness Clubs in the US - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/united-states/market-research-reports/gym-health-fitness-clubs-industry/
    Explore at:
    Dataset updated
    May 15, 2025
    Dataset authored and provided by
    IBISWorld
    License

    https://www.ibisworld.com/about/termsofuse/https://www.ibisworld.com/about/termsofuse/

    Time period covered
    2015 - 2030
    Area covered
    United States
    Description

    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.

  3. U.S. fitness center/health club memberships 2000-2024

    • statista.com
    Updated May 23, 2025
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    Statista (2025). U.S. fitness center/health club memberships 2000-2024 [Dataset]. https://www.statista.com/statistics/236123/us-fitness-center-health-club-memberships/
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    Dataset updated
    May 23, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    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.

  4. p

    Boxing Gyms in United States - 5,994 Verified Listings Database

    • poidata.io
    csv, excel, json
    Updated Jul 14, 2025
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    Poidata.io (2025). Boxing Gyms in United States - 5,994 Verified Listings Database [Dataset]. https://www.poidata.io/report/boxing-gym/united-states
    Explore at:
    csv, json, excelAvailable download formats
    Dataset updated
    Jul 14, 2025
    Dataset provided by
    Poidata.io
    Area covered
    United States
    Description

    Comprehensive dataset of 5,994 Boxing gyms in United States as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

  5. Gym And Health Clubs Market Analysis, Size, and Forecast 2025-2029: North...

    • technavio.com
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    Technavio, Gym And Health Clubs Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), APAC (China, India, Japan, South Korea), Europe (France, Germany, Italy, UK), Middle East and Africa (UAE), and South America [Dataset]. https://www.technavio.com/report/gym-and-health-clubs-market-industry-analysis
    Explore at:
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global
    Description

    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-eff

  6. Number of health clubs in the U.S. by state 2019

    • statista.com
    Updated Dec 10, 2024
    + more versions
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    Statista (2024). Number of health clubs in the U.S. by state 2019 [Dataset]. https://www.statista.com/statistics/1183595/health-clubs-by-state/
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    Dataset updated
    Dec 10, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2019
    Area covered
    United States
    Description

    One of the most popular ways to keep fit is to make regular visits to a health club or gym. There were a total of 41,370 of these establishments throughout the United States in 2019. The state of California was home to the largest amount of gyms - 5,123 in total - while there were just 81 health clubs in Wyoming.

  7. p

    Gyms in Connecticut, United States - 1,125 Verified Listings Database

    • poidata.io
    csv, excel, json
    Updated Jul 9, 2025
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    Poidata.io (2025). Gyms in Connecticut, United States - 1,125 Verified Listings Database [Dataset]. https://www.poidata.io/report/gym/united-states/connecticut
    Explore at:
    excel, csv, jsonAvailable download formats
    Dataset updated
    Jul 9, 2025
    Dataset provided by
    Poidata.io
    Area covered
    Connecticut, United States
    Description

    Comprehensive dataset of 1,125 Gyms in Connecticut, United States as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

  8. N

    gyms

    • data.cityofnewyork.us
    Updated Sep 14, 2017
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    Department of Youth and Community Development (DYCD) (2017). gyms [Dataset]. https://data.cityofnewyork.us/Education/gyms/buqz-8k3a
    Explore at:
    xml, csv, application/rssxml, application/geo+json, tsv, application/rdfxml, kmz, kmlAvailable download formats
    Dataset updated
    Sep 14, 2017
    Authors
    Department of Youth and Community Development (DYCD)
    Description

    Facilities in New York City, by agency and site, that offer "Beacon Programs" after-school programs. Update Schedule: Annually

  9. p

    Gyms in Iowa, United States - 838 Verified Listings Database

    • poidata.io
    csv, excel, json
    Updated Jul 13, 2025
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    Poidata.io (2025). Gyms in Iowa, United States - 838 Verified Listings Database [Dataset]. https://www.poidata.io/report/gym/united-states/iowa
    Explore at:
    csv, json, excelAvailable download formats
    Dataset updated
    Jul 13, 2025
    Dataset provided by
    Poidata.io
    Area covered
    Iowa, United States
    Description

    Comprehensive dataset of 838 Gyms in Iowa, United States as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

  10. h

    SWE-Gym

    • huggingface.co
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    SWE-Gym, SWE-Gym [Dataset]. https://huggingface.co/datasets/SWE-Gym/SWE-Gym
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset authored and provided by
    SWE-Gym
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Description

    SWE-Gym contains 2438 instances sourced from 11 Python repos, following SWE-Bench data collection procedure. Get started at project page github.com/SWE-Gym/SWE-Gym

  11. Gym Management Software Market Analysis, Size, and Forecast 2025-2029: North...

    • technavio.com
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    Technavio, Gym Management Software Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (France, Germany, Spain, and UK), APAC (China, India, and Japan), and South America (Brazil) [Dataset]. https://www.technavio.com/report/gym-management-software-market-industry-analysis
    Explore at:
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global, United States
    Description

    Snapshot img

    Gym Management Software Market Size 2025-2029

    The gym management software market size is forecast to increase by USD 201.5 million, at a CAGR of 12.5% between 2024 and 2029.

    The market is experiencing significant growth, driven by the increasing number of fitness centers and health clubs worldwide. This expansion is fueled by the rising demand for efficient and streamlined gym operations, as well as the growing trend towards digitalization in the fitness industry. However, this market also faces challenges, with data privacy emerging as a major concern. With the increasing use of technology in gym management, ensuring the security and protection of members' personal information is crucial. Navigating this data privacy landscape requires a robust and transparent approach from gym management software providers. As the market continues to evolve, companies must prioritize data security while also offering innovative features to differentiate themselves and meet the evolving needs of fitness businesses.

    What will be the Size of the Gym Management Software 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 SampleThe market continues to evolve, with dynamic market activities unfolding across various sectors. Seamlessly integrated solutions enable attendance tracking, appointment booking, studio management, progress monitoring, gym analytics, global deployment, class scheduling, personal training management, user experience (UX), subscription management, data encryption, social media integration, pricing models, inventory management, and more. Scheduling optimization and multi-location support are crucial features for gym operators managing multiple facilities. Group class management, data visualization, and training and onboarding ensure effective workouts and member engagement. Support services, wearable device integration, and biometric integration offer enhanced functionality and convenience. Maintenance and support, fitness assessments, security features, API integrations, payment processing, data backup, and membership tracking are essential components for gym management software. HIPAA compliance, user interface (UI), payroll integration, cross-platform compatibility, performance benchmarking, and cloud-based solutions cater to the evolving needs of the industry. Real-time data, reporting and analytics, member management, access control, nutrition tracking, software updates, and marketing automation are features that help gym operators make data-driven decisions and improve overall performance. Compliance with data privacy regulations such as GDPR and HIPAA, staff management, lead generation, equipment tracking, resource allocation, and customer feedback are essential for maintaining a successful gym business.

    How is this Gym Management Software Industry segmented?

    The gym management software 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. ApplicationGyms and health clubsSports clubsDeploymentCloud-basedOn-premisesFunctionalityMembership ManagementScheduling and BookingBilling and PaymentsGeographyNorth AmericaUSCanadaEuropeFranceGermanySpainUKAPACChinaIndiaJapanSouth AmericaBrazilRest of World (ROW)

    By Application Insights

    The gyms and health clubs segment is estimated to witness significant growth during the forecast period.In the dynamic fitness industry, gym management software has emerged as a crucial tool for gyms and health clubs to streamline their operations and enhance member experiences. This software facilitates scheduling optimization, ensuring efficient use of resources and reducing wait times. Multi-location support caters to gym chains, enabling seamless management across multiple facilities. Group class management simplifies the process of organizing and tracking classes, while data visualization offers valuable insights into gym analytics. Training and onboarding tools help new members get acclimated, and support services ensure that any issues are promptly addressed. Integration with wearable devices and biometric systems allows for advanced fitness assessments and personalized workouts. Maintenance and support features keep equipment in optimal condition, and security measures protect sensitive member data. API integrations enable seamless data exchange with third-party applications, while payment processing and data backup ensure smooth financial transactions and data security. Attendance tracking, appointment booking, and studio management tools provide a more organized and efficient gym environment. Progress monitoring and gym analytics offer valuable insights into member performance and business tr

  12. Gym, Health & Fitness Clubs in Canada - Market Research Report (2015-2030)

    • ibisworld.com
    Updated Apr 27, 2025
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    IBISWorld (2025). Gym, Health & Fitness Clubs in Canada - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/canada/market-research-reports/gym-health-fitness-clubs-industry/
    Explore at:
    Dataset updated
    Apr 27, 2025
    Dataset authored and provided by
    IBISWorld
    License

    https://www.ibisworld.com/about/termsofuse/https://www.ibisworld.com/about/termsofuse/

    Time period covered
    2015 - 2030
    Area covered
    Canada
    Description

    Canada’s gym, health and fitness club industry has undergone a remarkable transformation in recent years, fueled by technological advances and shifting consumer attitudes toward wellness. Integrating digital platforms, wearable devices and mobile apps is changing how Canadians approach exercise, making self-monitoring, personalized routines, and on-demand content the new standard. As many Canadians now track their health digitally, gyms must innovate, offering technology-driven services to boost engagement and retention. Gyms, health and fitness clubs are broadening their scope to include holistic wellness elements, highlighting mindfulness and self-care. Revenue fell at a CAGR of 6.2% to $5.8 billion through the end of 2025, including growth of 3.8% in 2025 alone. Over the past few years, the industry has shifted from simply providing access to equipment to delivering experiential and highly personalized fitness. Clubs invested heavily in digital infrastructure—like member apps that handle everything from class bookings to dietary tracking—and actively integrated data from wearables and fitness apps for tailored training plans. The rise of affordable and flexible membership options, including contract-free models and hybrid offerings, helped gyms weather challenges brought on by inflationary pressures and consumers’ growing preference for convenience. Boutique studios also saw a surge in demand, as Canadians, especially the 18–34 age group, gravitated toward specialized classes and smaller, community-oriented settings, boosting profit. Canada’s fitness industry will see sustained growth, supported by trends like functional fitness, active aging programming and integration between gyms and health care. Over the next few years, clubs will prioritize holistic wellness and preventative care, expanding prehabilitation, personalized training and recovery offerings. Artificial intelligence and biometric feedback from wearable tech will enable hyper-personalized fitness plans, allowing gyms to dynamically adjust routines, flag at-risk members and support better outcomes. As digital solutions become more accessible to smaller gyms and fitness clubs, this drive towards individualized and science-backed programming will set a new baseline for member experience. Ongoing US-Canada tariff disputes in 2025 may create economic uncertainty for many Canadian businesses. While the fitness industry is not among the hardest hit, tariffs indirectly impact gyms through higher equipment costs, supply chain delays and softer consumer spending, making it a vital background factor for industry planning and performance. Revenue is expected to climb at a CAGR of 1.2% to $6.1 billion through the end of 2030.

  13. p

    Gyms in Nebraska, United States - 516 Verified Listings Database

    • poidata.io
    csv, excel, json
    Updated Jul 9, 2025
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    Poidata.io (2025). Gyms in Nebraska, United States - 516 Verified Listings Database [Dataset]. https://www.poidata.io/report/gym/united-states/nebraska
    Explore at:
    csv, json, excelAvailable download formats
    Dataset updated
    Jul 9, 2025
    Dataset provided by
    Poidata.io
    Area covered
    Nebraska, United States
    Description

    Comprehensive dataset of 516 Gyms in Nebraska, United States as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

  14. F

    Consumer Price Index for All Urban Consumers: Club Membership for Shopping...

    • fred.stlouisfed.org
    json
    Updated Jun 11, 2025
    + more versions
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    (2025). Consumer Price Index for All Urban Consumers: Club Membership for Shopping Clubs, Fraternal, or Other Organizations, or Participant Sports Fees in U.S. City Average [Dataset]. https://fred.stlouisfed.org/series/CUSR0000SERF01
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Jun 11, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    United States
    Description

    Graph and download economic data for Consumer Price Index for All Urban Consumers: Club Membership for Shopping Clubs, Fraternal, or Other Organizations, or Participant Sports Fees in U.S. City Average (CUSR0000SERF01) from Jan 1998 to May 2025 about sport, fees, participation, urban, consumer, CPI, price index, indexes, price, and USA.

  15. a

    Complete List of Planet Fitness Locations in the United States

    • aggdata.com
    csv
    Updated Jun 9, 2025
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    AggData (2025). Complete List of Planet Fitness Locations in the United States [Dataset]. https://www.aggdata.com/aggdata/complete-list-planet-fitness-locations-united-states
    Explore at:
    csvAvailable download formats
    Dataset updated
    Jun 9, 2025
    Dataset authored and provided by
    AggData
    Area covered
    United States
    Description

    Planet Fitness is a chain of fitness centers known for its welcoming and non-intimidating atmosphere. Planet Fitness offers affordable memberships, spacious and clean facilities with a variety of equipment, free fitness instruction, and a "Lunk Alarm" to discourage behaviors that might intimidate other members. The Planet Fitness focus on affordability and inclusivity appeals to first-time and casual gym users, making Planet Fitness a popular choice for those who might feel uncomfortable in a traditional gym setting. You can download the complete list of key information about Planet Fitness locations, contact details, services offered, and geographical coordinates, beneficial for various applications like store locators, business analysis, and targeted marketing. The Planet Fitness data you can download includes:

    Identification:
    

    store_number and store_name uniquely identify the store

    Location:
    

    address, city, state, zip_code, and country pinpoint its physical location. latitude and longitude give precise geographical coordinates. county gives broader regional information. country_code specifies the country in code format. geo_accuracy indicates the level of confidence in the provided geographical coordinates.

    Contact Information:
    

    phone_number is the store's primary contact number.

  16. h

    OpenHands-SFT-Trajectories

    • huggingface.co
    Updated Jan 5, 2025
    + more versions
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    SWE-Gym (2025). OpenHands-SFT-Trajectories [Dataset]. https://huggingface.co/datasets/SWE-Gym/OpenHands-SFT-Trajectories
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jan 5, 2025
    Dataset authored and provided by
    SWE-Gym
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Description

    SWE-Gym/OpenHands-SFT-Trajectories dataset hosted on Hugging Face and contributed by the HF Datasets community

  17. Z

    Doodleverse/Segmentation Gym SegFormer models for 2-class (wood, other)...

    • data.niaid.nih.gov
    Updated Jul 12, 2024
    + more versions
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    Buscombe, Daniel (2024). Doodleverse/Segmentation Gym SegFormer models for 2-class (wood, other) segmentation of RGB aerial orthomosaic imagery [Dataset]. https://data.niaid.nih.gov/resources?id=zenodo_7933012
    Explore at:
    Dataset updated
    Jul 12, 2024
    Dataset authored and provided by
    Buscombe, Daniel
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Doodleverse/Segmentation Gym SegFormer models for 2-class (wood, other) segmentation of RGB aerial orthomosaic imagery

    This model release is part of the Doodleverse: https://github.com/Doodleverse

    These Residual-UNet model data are based on RGB (red, green, and blue) images of alluvial river corridors and associated labels. Models are designed to identify subaerial accumulations of large woody debris in orthomosaic imagery. Models have been created using Segmentation Gym* using a dataset of images published here:

    Ritchie, A.C., Curran, C.A., Magirl, C.S., Bountry, J.A., Hilldale, R.C., Randle, T.J., and Duda, J.J., 2018, Data in support of 5-year sediment budget and morphodynamic analysis of Elwha River following dam removals: U.S. Geological Survey data release, https://doi.org/10.5066/F7PG1QWC.

    Classes: {0=other, 1=large woody debris / driftwood}. See https://github.com/Doodleverse for more information about how this model was trained, and how to use it for inference

    File descriptions

    1. '.json' config file: this is the file that was used by Segmentation Gym* to create the weights file. It contains instructions for how to make the model and the data it used, as well as instructions for how to use the model for prediction. It is a handy wee thing and mastering it means mastering the entire Doodleverse.

    2. '.h5' weights file: this is the file that was created by the Segmentation Gym* function train_model.py. It contains the trained model's parameter weights. It can called by the Segmentation Gym* function seg_images_in_folder.py. Models may be ensembled.

    3. '_modelcard.json' model card file: this is a json file containing fields that collectively describe the model origins, training choices, and dataset that the model is based upon. There is some redundancy between this file and the config file (described above) that contains the instructions for the model training and implementation. The model card file is not used by the program but is important metadata so it is important to keep with the other files that collectively make the model and is such is considered part of the model

    4. '_model_history.npz' model training history file: this numpy archive file contains numpy arrays describing the training and validation losses and metrics. It is created by the Segmentation Gym function train_model.py

    5. '.png' model training loss and mean IoU plot: this png file contains plots of training and validation losses and mean IoU scores during model training. A subset of data inside the .npz file. It is created by the Segmentation Gym function train_model.py

    Additionally,

    1. BEST_MODEL.txt contains the name of the model with the best validation loss and mean IoU
    2. sample_images.zip contains a few example input files, for model testing

    3. example_validation_outputs.zip contain 50 example validation outputs, consisting of images of ground truth (right) and model output (left). This provides a visually interpretable product to assess model accuracy

    References

    *Segmentation Gym: Buscombe, D., & Goldstein, E. B. (2022). A reproducible and reusable pipeline for segmentation of geoscientific imagery. Earth and Space Science, 9, e2022EA002332. https://doi.org/10.1029/2022EA002332 See: https://github.com/Doodleverse/segmentation_gym

    **Ritchie, A.C., Curran, C.A., Magirl, C.S., Bountry, J.A., Hilldale, R.C., Randle, T.J., and Duda, J.J., 2018, Data in support of 5-year sediment budget and morphodynamic analysis of Elwha River following dam removals: U.S. Geological Survey data release, https://doi.org/10.5066/F7PG1QWC.

  18. Connected Fitness Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 23, 2024
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    Dataintelo (2024). Connected Fitness Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-connected-fitness-market
    Explore at:
    pdf, csv, pptxAvailable download formats
    Dataset updated
    Sep 23, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Connected Fitness Market Outlook



    The global connected fitness market size was valued at USD 5.2 billion in 2023 and is projected to reach USD 16.8 billion by 2032, growing at a CAGR of 14.1% over the forecast period. The rising adoption of digital fitness solutions and increasing awareness regarding the importance of health and wellness are driving the market's robust growth. The integration of advanced technologies such as IoT, AI, and machine learning into fitness equipment and wearables has significantly enhanced user experience, thus propelling market expansion.



    One of the primary growth factors for the connected fitness market is the increasing consumer inclination towards personalized and convenient fitness solutions. With the rise of sedentary lifestyles and an increase in chronic diseases, there is a heightened demand for fitness solutions that can be monitored and managed remotely. The ability of connected fitness devices to provide real-time data, customized workout plans, and virtual coaching is attracting a large number of consumers. These devices enable individuals to track their fitness progress and receive personalized feedback, which motivates them to achieve their health goals more effectively.



    Another significant growth driver is the rapid advancements in technology that have revolutionized the fitness industry. The integration of IoT and AI in fitness equipment and wearables has allowed for more sophisticated tracking and data analysis. These technologies enable connected devices to offer more precise measurements of physical activities and health metrics, enhancing the overall user experience. Additionally, the development of smart gym equipment, which connects to mobile apps and wearable devices, provides users with a more interactive and engaging workout experience, further boosting the market growth.



    The rising popularity of virtual fitness classes and online workout programs is also contributing to the market's expansion. With the advent of high-speed internet and the growing trend of remote working, many consumers prefer to work out at home rather than visiting gyms and fitness clubs. Virtual fitness platforms offer a wide range of workout programs that cater to different fitness levels and preferences, providing users with the flexibility to exercise at their convenience. This shift towards digital fitness solutions is expected to continue driving the growth of the connected fitness market.



    Regionally, North America holds the largest market share due to the high adoption rate of advanced fitness technologies and the presence of major market players. The region is characterized by a high level of health consciousness and disposable income, which encourages the adoption of premium fitness products. Europe follows closely, with a growing focus on health and fitness across the region. The Asia Pacific region is anticipated to witness the fastest growth rate, driven by increasing urbanization, a growing middle-class population, and rising disposable incomes. Governments in developing countries are also promoting health and wellness, further fueling market growth in the region.



    Product Type Analysis



    The connected fitness market is segmented by product type into equipment, wearables, and software. Connected fitness equipment includes smart treadmills, stationary bikes, rowing machines, and other gym equipment integrated with digital technologies. These devices offer real-time data tracking, virtual coaching, and interactive workouts, enhancing the overall user experience. The demand for connected fitness equipment is driven by the increasing number of home gyms and the growing popularity of personalized fitness solutions.



    Wearables, such as fitness bands, smartwatches, and heart rate monitors, form a significant segment within the connected fitness market. These devices allow users to monitor various health metrics, including heart rate, calories burned, sleep patterns, and activity levels. The continuous advancements in wearable technology, such as improved battery life, enhanced sensors, and more accurate data analytics, are fueling the adoption of these devices. Additionally, the integration of fitness tracking features into smartwatches by leading tech companies has broadened the consumer base, driving market growth.



    The software segment encompasses fitness apps and platforms that provide virtual workouts, personalized training plans, and health monitoring. These software solutions often integrate with wearable devices and fitness equipment to offer a comprehensive fitness management system

  19. h

    fluxgym

    • huggingface.co
    Updated Oct 28, 2024
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    bayusatriamr_ (2024). fluxgym [Dataset]. https://huggingface.co/datasets/crystantine/fluxgym
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Oct 28, 2024
    Authors
    bayusatriamr_
    Description

    Flux Gym

    Dead simple web UI for training FLUX LoRA with LOW VRAM (12GB/16GB/20GB) support.

    Frontend: The WebUI forked from AI-Toolkit (Gradio UI created by https://x.com/multimodalart) Backend: The Training script powered by Kohya Scripts

    FluxGym supports 100% of Kohya sd-scripts features through an Advanced tab, which is hidden by default.

      What is this?
    

    I wanted a super simple UI for training Flux LoRAs The AI-Toolkit project is great, and the gradio UI… See the full description on the dataset page: https://huggingface.co/datasets/crystantine/fluxgym.

  20. p

    Muay Thai Boxing Gyms in Hawaii, United States - 14 Verified Listings...

    • poidata.io
    csv, excel, json
    Updated Jul 9, 2025
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    Poidata.io (2025). Muay Thai Boxing Gyms in Hawaii, United States - 14 Verified Listings Database [Dataset]. https://www.poidata.io/report/muay-thai-boxing-gym/united-states/hawaii
    Explore at:
    csv, excel, jsonAvailable download formats
    Dataset updated
    Jul 9, 2025
    Dataset provided by
    Poidata.io
    Area covered
    Hawaii, Thailand, United States
    Description

    Comprehensive dataset of 14 Muay Thai boxing gyms in Hawaii, United States as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

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Click to copy link
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Upmetrics (2023). Comprehensive Fitness Industry Statistics 2025 [Dataset]. https://upmetrics.co/blog/fitness-industry-statistics

Comprehensive Fitness Industry Statistics 2025

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webpageAvailable download formats
Dataset updated
Oct 25, 2023
Dataset authored and provided by
Upmetrics
License

Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically

Time period covered
2024
Description

A meticulously compiled dataset providing deep insights into the global fitness industry in 2025. This dataset covers high-demand topics such as the exponential growth of fitness clubs, emerging trends in boutique fitness studios, skyrocketing online fitness training statistics, the flourishing fitness equipment market, and changing consumer behavior and expenditure patterns in the fitness sector.

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