Professional Statistical Analysis in Your Browser

📊 Analysis Features

• Descriptive Statistics — Mean, median, mode, SD, variance, IQR, skewness, kurtosis, CV, SE, CI
• Distribution Histograms — Adjustable bin count (8/12/16/20), all numeric columns
• Scatter Plot — XY analysis with Pearson regression line, r, R², colour grouping
• Box Plots — Five-number summary visualisation for multiple columns
• Correlation Matrix — Full Pearson r heatmap + ranked correlation table
• Hypothesis Testing — One-sample t-test (all directions) + Chi-square goodness of fit
• Group Analysis — Group by any categorical column, aggregate by mean/median/sum/count
• Outlier Detection — IQR fence + Z-score method, shows exact values
• Q-Q Plot — Normality assessment with quantile-quantile plot
• Percentile Finder — Find value at any percentile, full percentile table
• Frequency Distribution — Table + bar chart for any column
• Data View — Preview and filter your data rows

🎲 Built-in Sample Datasets

• Student Performance — 15 students, 6 subjects, age, study hours
• Health & BMI — 15 patients, vitals, cholesterol, blood sugar
• Sales Data — 12 months, revenue, units, marketing spend
• Survey Results — 15 respondents, Likert scale ratings
• Iris Flowers — Classic 150-row ML dataset, 4 measurements + species
• World Countries — GDP, population, area, HDI by region
• Weather & Climate — Monthly temperature, rainfall, humidity
• Employee HR — Salary, experience, department, performance
• E-Commerce — Orders, revenue, items, discount, rating
• NBA Players — Points, assists, rebounds, salary, age
• Nutrition Facts — Calories, protein, fat, carbs, fibre
• Stock Returns — Monthly returns, volatility, beta

🔒 Privacy

All analysis runs 100% in your browser. Your data is never sent to any server. Safe for confidential or sensitive datasets.