Android Studio Age Height Weight Calculator Code Kotlin

Android Studio Age Height Weight Calculator Code Kotlin – BMI & Health Insights :root { –primary-color: #004a99; –success-color: #28a745; –background-color: #f8f9fa; –text-color: #333; –light-gray: #e9ecef; –white: #fff; –dark-shadow: rgba(0, 0, 0, 0.1); } body { font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif; line-height: 1.6; color: var(–text-color); background-color: var(–background-color); margin: 0; padding: 0; } .container { max-width: 1000px; margin: 20px auto; padding: 25px; background-color: var(–white); border-radius: 8px; box-shadow: 0 4px 15px var(–dark-shadow); } h1, h2, h3 { color: var(–primary-color); } h1 { text-align: center; margin-bottom: 30px; } .calculator-section { background-color: var(–white); padding: 30px; border-radius: 8px; margin-bottom: 30px; } .calculator-section h2 { margin-top: 0; border-bottom: 2px solid var(–primary-color); padding-bottom: 10px; margin-bottom: 25px; } .input-group { margin-bottom: 20px; display: flex; flex-direction: column; 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} .chart-container h3 { margin-top: 0; margin-bottom: 20px; border-bottom: 2px solid var(–primary-color); padding-bottom: 10px; } #bmiChart { max-width: 100%; height: 300px; display: block; margin: 0 auto; } .table-container { margin-top: 30px; overflow-x: auto; } .table-container h3 { margin-bottom: 20px; border-bottom: 2px solid var(–primary-color); padding-bottom: 10px; } table { width: 100%; border-collapse: collapse; margin-top: 15px; box-shadow: 0 2px 5px var(–dark-shadow); } th, td { padding: 12px 15px; text-align: left; border: 1px solid var(–light-gray); } thead { background-color: var(–primary-color); color: var(–white); } thead th { font-weight: bold; } tbody tr:nth-child(even) { background-color: var(–background-color); } tbody td { vertical-align: top; } caption { font-size: 1rem; color: var(–text-color); margin-bottom: 10px; font-weight: bold; text-align: left; } .article-content { margin-top: 40px; background-color: var(–white); padding: 30px; border-radius: 8px; box-shadow: 0 4px 15px var(–dark-shadow); } .article-content h2 { margin-top: 30px; margin-bottom: 15px; color: var(–primary-color); border-bottom: 2px solid var(–primary-color); padding-bottom: 10px; } .article-content h3 { margin-top: 25px; margin-bottom: 10px; color: #0056b3; } .article-content p, .article-content ul, .article-content ol { margin-bottom: 20px; font-size: 1.05rem; } .article-content ul, .article-content ol { padding-left: 25px; } .article-content li { margin-bottom: 10px; } .article-content strong { color: var(–primary-color); } .faq-list { list-style: none; padding: 0; } .faq-list li { margin-bottom: 20px; padding: 15px; background-color: var(–light-gray); border-radius: 4px; } .faq-list strong { color: var(–primary-color); display: block; margin-bottom: 5px; font-size: 1.1rem; } .internal-links { margin-top: 30px; padding: 20px; background-color: var(–white); border-radius: 8px; box-shadow: 0 2px 8px var(–dark-shadow); } .internal-links h3 { margin-top: 0; margin-bottom: 20px; border-bottom: 2px solid var(–primary-color); 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Android Studio Age Height Weight Calculator Code Kotlin

Health Metrics Calculator

Enter your age in years.
Enter your height in centimeters (cm).
Enter your weight in kilograms (kg).

Your Health Metrics

BMI:
Health Category:
Basal Metabolic Rate (BMR – Mifflin-St Jeor, approximate): kcal/day

BMI = Weight (kg) / (Height (m))^2. BMR is an estimation. Age, height, and weight are used for these calculations.

BMI vs. Health Categories

Visual representation of BMI ranges and corresponding health categories.

BMI Health Categories and Ranges

Category BMI Range Health Implications
Underweight Below 18.5 Increased risk of nutritional deficiencies, weakened immune system.
Normal Weight 18.5 – 24.9 Lower risk of weight-related health problems.
Overweight 25.0 – 29.9 Increased risk of heart disease, type 2 diabetes, high blood pressure.
Obesity (Class I) 30.0 – 34.9 Significantly increased risk of chronic diseases.
Obesity (Class II) 35.0 – 39.9 Very high risk of health complications.
Obesity (Class III) 40.0 and above Extreme risk of obesity-related health issues.

{primary_keyword}

The concept of an "Android Studio Age Height Weight Calculator Code Kotlin" refers to a mobile application developed using Android Studio and programmed in Kotlin that calculates various health metrics based on a user's age, height, and weight. The most common metric calculated is the Body Mass Index (BMI), but such applications can also provide estimations for Basal Metabolic Rate (BMR) and categorize the user into different health classes. This type of calculator is invaluable for individuals seeking to understand their current health status, track their fitness progress, or simply gain awareness of their body composition. It serves as a foundational tool for promoting healthier lifestyle choices by providing objective data.

Who Should Use It?

Virtually anyone can benefit from using an Android Studio Age Height Weight Calculator. This includes:

  • Individuals aiming for weight management (loss or gain).
  • Fitness enthusiasts and athletes monitoring body composition.
  • People seeking to understand their risk factors for certain health conditions.
  • Healthcare professionals and dietitians using it as a quick assessment tool.
  • Developers learning Kotlin and Android development by building practical applications.

Common Misconceptions

A common misconception is that BMI is a direct measure of body fat or overall health. While BMI is a useful screening tool, it doesn't distinguish between muscle and fat mass. A very muscular person might have a high BMI but be very healthy. Conversely, an older adult or someone with low muscle mass might have a "normal" BMI but still have an unhealthy amount of body fat. Similarly, BMR calculators provide estimates, and actual metabolic rates can vary significantly based on genetics, activity levels, and other physiological factors. The android studio age height weight calculator code kotlin is a starting point, not a definitive diagnosis.

{primary_keyword} Formula and Mathematical Explanation

The core of most android studio age height weight calculator code kotlin applications is the Body Mass Index (BMI) calculation. The formula is straightforward but requires careful unit conversion.

BMI Formula:

The standard formula for BMI is:

BMI = Weight (kg) / (Height (m))^2

To use this formula, your height must be converted from centimeters to meters. 1 meter = 100 centimeters.

Step-by-Step Derivation:

  1. Obtain the user's weight in kilograms (kg).
  2. Obtain the user's height in centimeters (cm).
  3. Convert height from centimeters to meters by dividing by 100. Height (m) = Height (cm) / 100
  4. Square the height in meters: (Height (m))^2
  5. Divide the weight (kg) by the squared height (m) to get the BMI value.

Variable Explanations

The primary variables involved in calculating BMI and related metrics are:

  • Age: Crucial for BMR estimations, as metabolic rate generally decreases with age.
  • Height: A fundamental component of BMI calculation and BMR formulas.
  • Weight: The other fundamental component of BMI calculation and BMR formulas.

Variables Table

Key Variables Used in Health Metric Calculations
Variable Meaning Unit Typical Range
Age User's age. Years 1 – 120
Height User's standing height. Centimeters (cm) 50 – 250
Weight User's body mass. Kilograms (kg) 1 – 500
BMI Body Mass Index. kg/m² 10 – 80+
BMR Basal Metabolic Rate (estimated). Kilocalories (kcal) per day 1000 – 3000+ (varies greatly)

Basal Metabolic Rate (BMR) Estimation

While BMI is static, BMR provides an estimate of the calories your body burns at rest. A common formula is the Mifflin-St Jeor equation:

For Men: BMR = (10 × weight in kg) + (6.25 × height in cm) – (5 × age in years) + 5

For Women: BMR = (10 × weight in kg) + (6.25 × height in cm) – (5 × age in years) – 161

This calculator uses a simplified BMR estimate, often assuming a gender or a general average for demonstration. The accuracy depends on the specific formula implemented and whether gender is factored in.

Practical Examples (Real-World Use Cases)

Let's explore how the android studio age height weight calculator code kotlin can be applied with practical examples.

Example 1: A Young Adult Monitoring Fitness

Scenario: Sarah is 25 years old, 168 cm tall, and weighs 65 kg. She is an active runner and wants to ensure her weight is within a healthy range for optimal athletic performance.

Inputs:

  • Age: 25 years
  • Height: 168 cm
  • Weight: 65 kg

Calculation Steps:

  • Height in meters: 168 cm / 100 = 1.68 m
  • Height squared: (1.68 m)^2 = 2.8224 m²
  • BMI = 65 kg / 2.8224 m² = 23.03
  • Health Category: Normal Weight (18.5–24.9)
  • Approximate BMR (assuming female): (10 * 65) + (6.25 * 168) – (5 * 25) – 161 = 650 + 1050 – 125 – 161 = 1414 kcal/day

Interpretation: Sarah's BMI of 23.03 falls within the 'Normal Weight' category. This suggests she is at a lower risk for weight-related health issues. Her estimated BMR of 1414 kcal/day indicates the baseline calories her body needs at rest. This information helps her understand her energy needs for training and diet. For more insights, one might explore healthy eating guides.

Example 2: An Older Adult Assessing Health Risks

Scenario: Mr. David Chen is 62 years old, 175 cm tall, and weighs 90 kg. He has a sedentary job and his doctor recommended he monitor his health metrics.

Inputs:

  • Age: 62 years
  • Height: 175 cm
  • Weight: 90 kg

Calculation Steps:

  • Height in meters: 175 cm / 100 = 1.75 m
  • Height squared: (1.75 m)^2 = 3.0625 m²
  • BMI = 90 kg / 3.0625 m² = 29.39
  • Health Category: Overweight (25.0–29.9)
  • Approximate BMR (assuming male): (10 * 90) + (6.25 * 175) – (5 * 62) + 5 = 900 + 1093.75 – 310 + 5 = 1688.75 kcal/day

Interpretation: Mr. Chen's BMI of 29.39 places him in the 'Overweight' category. This indicates an increased risk for conditions like heart disease, high blood pressure, and type 2 diabetes. His estimated BMR suggests his body burns approximately 1689 kcal at rest. This data provides a clear starting point for discussions with his doctor about weight management strategies, dietary changes, and incorporating more physical activity, potentially referencing factors affecting weight.

How to Use This {primary_keyword} Calculator

Using this Android Studio Age Height Weight Calculator is designed to be intuitive and straightforward. Follow these steps to get your health metrics:

  1. Input Age: Enter your current age in years into the 'Age' field. Ensure it's a positive whole number.
  2. Input Height: Enter your height in centimeters (cm) into the 'Height' field. For example, if you are 5 feet 10 inches tall, that's approximately 178 cm.
  3. Input Weight: Enter your weight in kilograms (kg) into the 'Weight' field.
  4. Calculate: Click the 'Calculate' button. The results will update instantly.
  5. View Results: The calculator will display your calculated BMI, your corresponding health category (e.g., Underweight, Normal Weight), and an estimated Basal Metabolic Rate (BMR).
  6. Understand the Chart and Table: Refer to the visual chart and the table below the calculator for a clearer understanding of BMI ranges and their associated health implications.
  7. Reset: If you need to start over or correct an entry, click the 'Reset' button. It will clear all fields and results, returning them to default states.
  8. Copy Results: Use the 'Copy Results' button to copy the calculated metrics and key assumptions to your clipboard, making it easy to share or record them.

How to Read Results

  • BMI: A numerical value indicating your weight relative to your height.
  • Health Category: Your BMI is classified into standard categories (Underweight, Normal, Overweight, Obesity levels). Use this as a general guide.
  • BMR: An estimate of calories burned at rest, useful for understanding energy expenditure.

Decision-Making Guidance

The results from this android studio age height weight calculator code kotlin should be used as a guide, not a definitive health assessment.

  • Normal BMI: Indicates a lower risk for weight-related health issues. Continue healthy habits.
  • Underweight BMI: May indicate a need to consult a healthcare professional about nutrition and overall health.
  • Overweight or Obesity BMI: Suggests an increased risk for chronic diseases. Consider consulting a doctor or registered dietitian to discuss lifestyle modifications, diet, and exercise.
  • BMR: Can help inform calorie intake goals for weight management or maintenance, but should be considered alongside activity levels.

Always consult with a qualified healthcare provider for personalized medical advice.

Key Factors That Affect {primary_keyword} Results

While the calculation for BMI itself is purely mathematical based on height and weight, the *interpretation* of these results and related metrics like BMR is influenced by several factors. Understanding these can provide a more nuanced view of your health.

  1. Body Composition (Muscle vs. Fat):

    BMI does not differentiate between lean muscle mass and fat mass. Athletes or individuals with a high muscle density might have a high BMI that incorrectly categorizes them as overweight or obese, despite having low body fat percentage and being healthy. This is a primary limitation of BMI as a sole health indicator.

  2. Age:

    Metabolic rate naturally slows down with age. An android studio age height weight calculator code kotlin that estimates BMR will use age as a factor. A given weight might be less concerning for a younger individual than for an older one due to differing metabolic efficiencies and typical body composition changes.

  3. Sex/Gender:

    Biological differences between males and females affect body composition (e.g., typical muscle mass percentage, fat distribution) and metabolic rates. This is why BMR formulas often have different constants for men and women.

  4. Genetics:

    Genetic predispositions can influence metabolism, body fat distribution, and susceptibility to weight-related health conditions. Some individuals may naturally carry more weight or have a slower metabolism, even with a healthy diet and exercise.

  5. Bone Density and Frame Size:

    Individuals with larger bone structures or higher bone density may weigh more than those with smaller frames, even if they have a similar body fat percentage. BMI doesn't account for skeletal differences.

  6. Activity Level:

    While not directly used in the basic BMI calculation, activity level is critical for interpreting BMR and overall health. A highly active person burns significantly more calories than a sedentary one, affecting their energy balance and health outcomes even if their BMI is the same. The calorie expenditure calculator can offer more context.

  7. Medical Conditions and Medications:

    Certain health conditions (e.g., thyroid issues, PCOS) and medications can affect weight, water retention, and metabolism, thereby influencing the numbers on the scale and potentially skewing BMI interpretation.

Frequently Asked Questions (FAQ)

  • Q1: Is BMI the only measure of health?

    No. BMI is a screening tool to estimate weight categories. It does not directly measure body fat or overall health. Factors like muscle mass, age, sex, and lifestyle are crucial for a complete health assessment.

  • Q2: Can an android studio age height weight calculator code kotlin be used for children?

    Typically, BMI calculations for children use age and sex-specific growth charts (BMI-for-age percentiles) rather than the adult BMI categories. This calculator is primarily designed for adults.

  • Q3: What is the difference between BMI and body fat percentage?

    BMI is a ratio of weight to height squared. Body fat percentage measures the amount of fat tissue relative to total body weight. Body fat percentage is a more direct indicator of metabolic health risks than BMI.

  • Q4: How accurate are BMR calculators?

    BMR calculators provide an estimate. Individual metabolic rates can vary significantly due to genetics, hormones, and physiological state. They serve as a good starting point for understanding energy needs.

  • Q5: My BMI is high, but I feel healthy. What should I do?

    It's advisable to discuss your BMI with a healthcare professional. They can consider your body composition (muscle vs. fat), activity level, and other health indicators to provide a comprehensive assessment and personalized recommendations.

  • Q6: Does this calculator provide medical advice?

    No. This calculator is for informational and educational purposes only. It does not provide medical advice. Always consult a qualified healthcare provider for any health concerns or before making any decisions related to your health or treatment.

  • Q7: Can I use this calculator if I am pregnant?

    No. Pregnancy significantly alters a woman's weight and body composition. BMI calculations are not accurate or recommended during pregnancy. Consult your doctor for appropriate weight gain guidance during pregnancy.

  • Q8: What are the units for height and weight?

    The calculator expects height in centimeters (cm) and weight in kilograms (kg). Ensure you input the correct units for accurate results. You may need to convert from feet/inches or pounds.

  • Q9: How often should I recalculate my BMI?

    If you are actively working on weight management or fitness goals, recalculating monthly or quarterly can be useful to track progress. For general health, an annual check-in might suffice, alongside regular medical check-ups.

© 2023 Your Website Name. All rights reserved. Disclaimer: This calculator is for informational purposes only.

var chartInstance = null; function calculateMetrics() { var ageInput = document.getElementById("age"); var heightInput = document.getElementById("height"); var weightInput = document.getElementById("weight"); var resultsContainer = document.getElementById("resultsContainer"); var mainResultDiv = document.getElementById("mainResult"); var bmiValueDiv = document.getElementById("bmiValue"); var healthCategoryDiv = document.getElementById("healthCategory"); var bmrValueDiv = document.getElementById("bmrValue"); var ageError = document.getElementById("ageError"); var heightError = document.getElementById("heightError"); var weightError = document.getElementById("weightError"); var age = parseFloat(ageInput.value); var heightCm = parseFloat(heightInput.value); var weightKg = parseFloat(weightInput.value); // Reset error messages ageError.innerText = ""; ageError.classList.remove("visible"); heightError.innerText = ""; heightError.classList.remove("visible"); weightError.innerText = ""; weightError.classList.remove("visible"); var isValid = true; if (isNaN(age) || age 120) { ageError.innerText = "Please enter a valid age between 1 and 120."; ageError.classList.add("visible"); isValid = false; } if (isNaN(heightCm) || heightCm 250) { heightError.innerText = "Please enter a valid height between 1 and 250 cm."; heightError.classList.add("visible"); isValid = false; } if (isNaN(weightKg) || weightKg 500) { weightError.innerText = "Please enter a valid weight between 1 and 500 kg."; weightError.classList.add("visible"); isValid = false; } if (!isValid) { resultsContainer.style.display = "none"; return; } var heightM = heightCm / 100; var bmi = weightKg / (heightM * heightM); bmi = parseFloat(bmi.toFixed(2)); var healthCategory = ""; if (bmi = 18.5 && bmi = 25.0 && bmi = 30.0 && bmi = 35.0 && bmi <= 39.9) { healthCategory = "Obesity (Class II)"; } else { healthCategory = "Obesity (Class III)"; } // Simplified BMR calculation (Mifflin-St Jeor, assuming gender neutral or average for demo) // In a real app, you'd ask for gender. Here we use a general approach. var bmr = 0; // A very simplified approach without gender differentiation for this example. // Real implementations would need gender input. // Using a rough average or common calculation: bmr = (10 * weightKg) + (6.25 * heightCm) – (5 * age) + 5; // Approximating for male, then adjust slightly for general bmr = bmr – 50; // Generic adjustment bmr = Math.max(bmr, 800); // Ensure a minimum plausible BMR bmr = parseFloat(bmr.toFixed(0)); mainResultDiv.innerText = bmi; bmiValueDiv.innerText = bmi; healthCategoryDiv.innerText = healthCategory; bmrValueDiv.innerText = bmr; resultsContainer.style.display = "block"; updateChart(bmi, healthCategory); } function resetForm() { document.getElementById("age").value = ""; document.getElementById("height").value = ""; document.getElementById("weight").value = ""; document.getElementById("mainResult").innerText = "–"; document.getElementById("bmiValue").innerText = "–"; document.getElementById("healthCategory").innerText = "–"; document.getElementById("bmrValue").innerText = "–"; document.getElementById("resultsContainer").style.display = "none"; document.getElementById("ageError").innerText = ""; document.getElementById("ageError").classList.remove("visible"); document.getElementById("heightError").innerText = ""; document.getElementById("heightError").classList.remove("visible"); document.getElementById("weightError").innerText = ""; document.getElementById("weightError").classList.remove("visible"); // Reset chart if (chartInstance) { chartInstance.destroy(); chartInstance = null; } var ctx = document.getElementById('bmiChart').getContext('2d'); ctx.clearRect(0, 0, ctx.canvas.width, ctx.canvas.height); } function copyResults() { var bmi = document.getElementById("bmiValue").innerText; var category = document.getElementById("healthCategory").innerText; var bmr = document.getElementById("bmrValue").innerText; var age = document.getElementById("age").value; var height = document.getElementById("height").value; var weight = document.getElementById("weight").value; if (bmi === "–") return; // Don't copy if no results var resultsText = "Health Metrics Calculation:\n\n"; resultsText += "Age: " + age + " years\n"; resultsText += "Height: " + height + " cm\n"; resultsText += "Weight: " + weight + " kg\n\n"; resultsText += "Calculated BMI: " + bmi + "\n"; resultsText += "Health Category: " + category + "\n"; resultsText += "Estimated BMR: " + bmr + " kcal/day\n\n"; resultsText += "Formula Used: BMI = Weight (kg) / (Height (m))^2"; navigator.clipboard.writeText(resultsText).then(function() { alert("Results copied to clipboard!"); }, function(err) { console.error('Could not copy text: ', err); alert("Failed to copy results. Please try again."); }); } function updateChart(currentBmi, category) { var ctx = document.getElementById('bmiChart').getContext('2d'); // Destroy previous chart instance if it exists if (chartInstance) { chartInstance.destroy(); } var chartData = { labels: ['Underweight', 'Normal Weight', 'Overweight', 'Obesity (Class I)', 'Obesity (Class II)', 'Obesity (Class III)'], datasets: [ { label: 'BMI Range', data: [18.5, 24.9, 29.9, 34.9, 39.9, 40.0], // Upper bounds of ranges for visualization backgroundColor: [ 'rgba(255, 193, 7, 0.5)', // Underweight – Yellowish 'rgba(40, 167, 69, 0.5)', // Normal Weight – Green 'rgba(255, 193, 7, 0.5)', // Overweight – Yellowish 'rgba(220, 53, 69, 0.5)', // Obesity (Class I) – Red 'rgba(220, 53, 69, 0.5)', // Obesity (Class II) – Red 'rgba(108, 117, 125, 0.5)' // Obesity (Class III) – Dark Gray (or another distinct red) ], borderColor: [ 'rgba(255, 193, 7, 1)', 'rgba(40, 167, 69, 1)', 'rgba(255, 193, 7, 1)', 'rgba(220, 53, 69, 1)', 'rgba(220, 53, 69, 1)', 'rgba(108, 117, 125, 1)' ], borderWidth: 1, order: 2 // Render this dataset below the point }, { label: 'Your BMI', data: [currentBmi], backgroundColor: 'rgba(0, 74, 153, 1)', // Primary color for the user's BMI borderColor: 'rgba(0, 74, 153, 1)', borderWidth: 3, pointRadius: 8, pointHoverRadius: 10, order: 1 // Render this dataset on top } ] }; // Adjusting data for the "Your BMI" point to appear correctly in relation to ranges // We need to map the current BMI to its category index and place it correctly var bmiIndex = -1; var bmiValue = parseFloat(currentBmi); if (bmiValue = 18.5 && bmiValue = 25.0 && bmiValue = 30.0 && bmiValue = 35.0 && bmiValue = 40.0) bmiIndex = 5; var chartDataForYourBmi = [null, null, null, null, null, null]; if(bmiIndex !== -1) { chartDataForYourBmi[bmiIndex] = bmiValue; } chartData.datasets[1].data = chartDataForYourBmi; chartInstance = new Chart(ctx, { type: 'bar', data: chartData, options: { responsive: true, maintainAspectRatio: false, scales: { y: { beginAtZero: false, title: { display: true, text: 'BMI Value (kg/m²)' }, ticks: { // Ensure ticks cover a reasonable range, e.g., 10 to 50+ min: 10, max: 50, stepSize: 5 } }, x: { title: { display: true, text: 'Health Category' } } }, plugins: { legend: { position: 'top', }, title: { display: true, text: 'BMI Range Visualization with Your BMI' }, tooltip: { callbacks: { label: function(context) { var label = context.dataset.label || "; if (label) { label += ': '; } if (context.parsed.y !== null) { label += context.parsed.y.toFixed(2); } // Add category info for the bar dataset if (context.dataset.label === 'BMI Range') { var category = context.label; label += ` (${category})`; } return label; } } } }, // Prevent click events on the chart itself if not desired for interactivity onClick: function(event, elements) { // Do nothing or implement custom click behavior } } }); } // Initial chart setup with dummy data or cleared canvas if no initial calculation document.addEventListener('DOMContentLoaded', function() { var ctx = document.getElementById('bmiChart').getContext('2d'); // Initialize with a placeholder or empty state if desired, or wait for first calculation // For now, we will var updateChart handle initialization when calculateMetrics is called. // However, to avoid Chart.js errors if it's empty, we can create a blank instance. chartInstance = new Chart(ctx, { type: 'bar', data: { labels: ['Underweight', 'Normal Weight', 'Overweight', 'Obesity (Class I)', 'Obesity (Class II)', 'Obesity (Class III)'], datasets: [{ label: 'Placeholder', data: [0, 0, 0, 0, 0, 0], backgroundColor: 'rgba(0,0,0,0)', borderColor: 'rgba(0,0,0,0)' }] }, options: { responsive: true, maintainAspectRatio: false, scales: { y: { beginAtZero: true, display: false }, x: { display: false } }, plugins: { legend: { display: false }, title: { display: false } }, tooltips: { enabled: false }, hover: { mode: null } } }); // Make sure the placeholder chart is cleared if no calculation happens on load chartInstance.clear(); chartInstance.destroy(); // Destroy placeholder immediately chartInstance = null; });

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