Advanced Descriptive Statistics Calculator

Advanced Descriptive Statistics Calculator

Calculate comprehensive statistics with interactive data visualization

📊 Statistics Calculator

Enter your data for statistical analysis

Sample Datasets:

📈 Statistical Results

Comprehensive descriptive statistics

Mean (Average) 24.5
Median 23.5
Mode No mode
Standard Deviation 8.6
Variance 73.6
Range 28

📊 Data Distribution

Histogram and box plot visualization

🎯 3D Data Points

Interactive 3D scatter plot

Drag to rotate • Scroll to zoom
Height represents value magnitude

Understanding Descriptive Statistics

Descriptive statistics provide a summary of the main characteristics of a dataset. They help identify patterns, central tendencies, and variability in data, making complex datasets more understandable and interpretable for analysis and decision-making.

Measures of Central Tendency

Mean: Arithmetic average
Median: Middle value
Mode: Most frequent value

Measures of Variability

Range: Difference between max and min
Variance: Average squared deviation
Standard Deviation: Square root of variance

Applications

Quality control, market research, academic assessment, scientific research, and business analytics.

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