gym recommendation
Description
Overview This dataset is designed to support a gym recommendation program that provides personalized fitness plans based on individual health profiles and fitness goals. The data includes various attributes that describe users' demographic information, health conditions, fitness goals, and the recommended fitness regimen. Columns Description ID: Unique identifier for each user. Sex: Gender of the user (Male/Female). Age: Age of the user in years. Height: Height of the user in meters. Weight: Weight of the user in kilograms. Hypertension: Indicates whether the user has hypertension (Yes/No). Diabetes: Indicates whether the user has diabetes (Yes/No). BMI: Body Mass Index calculated as weight in kilograms divided by the square of height in meters. Level: BMI category indicating the user's weight status (e.g., Underweight, Normal weight, Overweight, Obese). Fitness Goal: The primary fitness objective of the user (e.g., Weight Gain, Weight Loss, Muscle Gain). Fitness Type: Type of fitness activities recommended for the user (e.g., Cardio, Muscular Fitness). Exercises: List of recommended exercises tailored to the user's fitness goal and health conditions. Equipment: List of necessary equipment for the recommended exercises. Diet: Dietary suggestions to complement the fitness plan. Recommendation: General advice and guidelines to help the user achieve their fitness goals effectively.