Gym Members Exercise Dataset

Gym Members Exercise Dataset

Datasets

Gym Members Exercise Dataset

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Gym Members Dataset

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Gym Members Dataset

Description

Explore the Gym Members Exercise Dataset with 973 samples featuring workout data, heart rate, calories burned, BMI, and more.

Gym Members Exercise Dataset

Description:

Unlock the potential of fitness data with our Gym Members Exercise Dataset. This dataset includes 973 real-world samples that provide valuable insights into gym members’ exercise routines, physical characteristics, and health metrics. Whether you’re a data scientist, health researcher, or fitness enthusiast, this dataset is perfect for analyzing exercise patterns, tracking athlete progression, and understanding the impact of various physical attributes on fitness outcomes.

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Key Features:

  • Age: Age of gym members.
  • Gender: Gender information (Male/Female).
  • Weight (kg): Weight of the member in kilograms.
  • Height (m): Height of the member in meters.
  • Max_BPM: Maximum heart rate achieved during workouts (beats per minute).
  • Avg_BPM: Average heart rate during workout sessions.
  • Resting_BPM: Resting heart rate before exercise.
  • Session Duration (hours): Duration of each workout session in hours.
  • Calories Burned: Total calories burned per session.
  • Workout Type: Type of exercise performed (e.g., Cardio, Strength, Yoga, HIIT).
  • Fat Percentage: Body fat percentage.
  • Water Intake (liters): Daily water intake during workouts.
  • Workout Frequency (days/week): Number of workout sessions per week.
  • Experience Level: Experience level, ranging from beginner (1) to expert (3).
  • BMI (Body Mass Index): BMI calculated from weight and height.

Ideal For:

  • Data Analysis: Gain insights into the relationship between workout intensity, demographic factors, and health metrics.
  • AI & Machine Learning: Use this dataset to build predictive models for fitness tracking, health analytics, and athlete performance.
  • Fitness Research: Study the influence of body composition and workout habits on overall health and wellness.

With a comprehensive range of data points, this Gym Members Dataset enables you to analyze key health indicators like heart rate, calories burned, and body fat percentage. It’s an excellent resource for building predictive models, tracking fitness progression, and exploring the dynamics of fitness routines across various demographics.

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