Standard Deviation Calculator

Calculate statistical measures including mean, median, mode, standard deviation, and probability. Analyze data sets and distributions.

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Standard Deviation Calculator

Calculate standard deviation, variance, and comprehensive statistical measures

Statistical Analysis

Enter your data points separated by commas, spaces, or line breaks

Use when your data represents a sample from a larger population (divides by n-1)

For confidence interval calculation

šŸ“Š Key Concepts

  • • Standard Deviation: Measures data spread from the mean
  • • Variance: Average of squared differences from mean
  • • Sample vs Population: Different denominators (n-1 vs n)
  • • Outliers: Values beyond 1.5 Ɨ IQR from quartiles

Statistical Results

Standard Deviation

2.1381

Sample (s)

Variance

4.5714

s²

Mean

5.0000

Average value

Descriptive Statistics

Count (n):8
Mean:5.0000
Median:4.5000
Mode:4.00
Range:7.0000
Standard Error:0.7559

Five Number Summary

Minimum:2.00
Q1 (25th percentile):4.00
Q2 (Median):4.50
Q3 (75th percentile):5.00
Maximum:9.00
IQR:1.00
Outliers: 2.00, 7.00, 9.00

95% Confidence Interval

Lower bound: 3.5184
Upper bound: 6.4816
We are 95% confident that the true population mean lies between these values.

Sample vs Population

Sample Std Dev (s):2.1381
Population Std Dev (σ):2.0000
Sample standard deviation is larger due to Bessel's correction (n-1).

šŸ’” Interpretation Tips

  • • Lower standard deviation = data points closer to mean
  • • Higher standard deviation = more spread out data
  • • ~68% of data falls within 1 standard deviation of mean
  • • ~95% of data falls within 2 standard deviations of mean
  • • Use sample std dev when data is a sample from larger population

1Mastering Standard Deviation Calculations

Calculate standard deviation, variance, and statistical measures. Whether you're a student, educator, or professional, understanding the mathematical principles behind standard deviation will enhance your problem-solving abilities. This guide breaks down complex concepts into understandable components and provides practical applications for real-world scenarios.

Mathematical Foundations

The underlying mathematics involves fundamental principles that have wide-ranging applications. Understanding these concepts helps you: • Verify calculator results manually • Apply knowledge to related problems • Develop mathematical intuition • Solve more complex variations • Teach others effectively

Step-by-Step Problem Solving

Approach problems systematically: 1. Identify what you're solving for 2. Gather all necessary information 3. Choose the appropriate formula 4. Perform calculations carefully 5. Verify results make sense 6. Consider alternative methods


2Real-World Applications

Mathematical concepts aren't just theoretical - they have practical applications in many fields.

Professional Applications

Professionals in various fields use these calculations: • Engineers for design and analysis • Scientists for research and experiments • Financial analysts for modeling • Architects for planning and construction • Data scientists for analysis and predictions

Educational Value

For students and educators: • Builds foundational math skills • Develops logical thinking • Prepares for advanced topics • Provides exam preparation • Enables peer tutoring and collaboration

This comprehensive guide is regularly updated to ensure accuracy. Last reviewed: 7/25/2025

Frequently Asked Questions

When should I use mean vs median?

Use mean for normally distributed data, median for skewed data or when outliers are present. Median is less affected by extreme values.

What does standard deviation tell me?

Standard deviation measures data spread around the mean. Low values indicate data points cluster near the mean; high values show more variation.

How do I interpret confidence intervals?

A 95% confidence interval means if you repeated the study 100 times, 95 intervals would contain the true population parameter.