Calculator Suite

Descriptive Statistics Calculator

Descriptive Analysis

Calculate comprehensive statistical measures including mean, median, mode, standard deviation, and analyze data distributions with interactive visualizations.

Analysis Settings

Data Input Method

Enter numeric data (comma, space, or newline separated):

Analysis Settings

Confidence Level: 95%

Histogram Bins: 10

Decimal Places: 4

Outlier Detection

Show Statistical Insights

Ready to analyze 20 data points

Educational Resources

About Descriptive Statistics

What they tell us:

• Mean: Average value
• Median: Middle value (50th percentile)
• Mode: Most frequent value
• Std Dev: Measure of spread
• Skewness: Distribution symmetry
• Kurtosis: Tail heaviness

Interpreting Skewness:

• 0: Perfectly symmetric
• >0: Right-skewed (long right tail)
• <0: Left-skewed (long left tail)
• ±0.5: Moderately skewed
• ±1: Highly skewed

Data Requirements

For Reliable Analysis:

• Minimum 3 data points (preferably 10+)
• Quantitative (numeric) data
• Independent observations
• Check for data entry errors
• Consider outlier impact

When to Use Each Measure:

• Symmetric data: Use mean
• Skewed data: Use median
• With outliers: Use IQR over std dev
• Normal distribution: All measures valid

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