Features
Explore the powerful capabilities that make NovoNumeric an essential tool for data analysis.
Data Management
Import, Clean, and Transform
NovoNumeric provides a full suite of tools to prepare your data for analysis. The entire process is intuitive and visual, requiring no code.
- Import & Export: Seamlessly load data from both CSV and Excel (.xlsx) files. Export your modified data, results, or charts with a single click. Dedicated Data Editor with undo/redo support.
- Compute Variable: Create new columns from existing ones using mathematical formulas or predefined functions like BMI.
- Recode Variable: Easily group a continuous variable (like age) into discrete categories (like 'Youth', 'Adult', 'Senior').
- Normalize Data: Rescale numeric data using Min-Max Scaling or Z-Score Standardization, a crucial step for many multivariate analyses.
- Filter Data: Apply filters to your dataset to analyze specific subsets without altering your original data.
- Save Derived Scores: Add factor scores from PCA, cluster assignments from K-Means, and predicted probabilities from Logistic Regression back to your dataset for further analysis.
Data Transformation
Clean, transform and prepare data with visual tools
Statistical Analysis Suite
Advanced Analytics
Comprehensive statistical tests and diagnostics
Comprehensive and Rigorous
Perform a wide range of statistical tests, from basic summaries to advanced predictive models. Every test is implemented with statistical rigor, including essential diagnostics.
- Foundational Tests: Descriptive Statistics, Frequency Distribution, Pearson's Correlation, Normality Test (Shapiro-Wilk).
- Parametric Tests: Independent & Paired t-Tests, ANOVA with automated Tukey's HSD post-hoc tests.
- Non-Parametric Tests: Chi-Square, Mann-Whitney U, Kruskal-Wallis with automated Dunn's post-hoc tests.
- Predictive Models: Linear & Multiple Linear Regression (with VIF diagnostics), Logistic Regression.
- Multivariate & Specialized Analyses: Correlation Matrix, Factor Analysis (PCA), Cluster Analysis (K-Means), Survival Analysis (Kaplan-Meier), and Time Series Analysis (ACF).
- Advanced Analyses: ROC Curve analysis, Scree Plot visualization for PCA, Q-Q Plots for normality checks, and comprehensive Time Series Analysis tools.
Export Results
All statistical analyses can be exported as PDF reports with detailed results for easy sharing and publication.
Publication-Ready Visualizations
Explore and Present Your Data
Create beautiful, informative charts with Apple's native `Charts` framework. Customize and export high-resolution graphics for your papers and presentations.
- Comparison Charts: Bar Chart, Grouped Bar Chart, Stacked Bar Chart.
- Distribution Plots: Histogram, Box Plot, Violin Plot, Dot Plot.
- Relationship Plots: Scatter Plot (with regression line), Line Chart, Bubble Chart.
- Specialized Charts: Heatmap, Pie Chart, ROC Curve, Scree Plot for PCA.
- Advanced Visualizations: 3D Scatter Plots, Parallel Coordinates plots, Autocorrelation Plots for time series analysis, and Q-Q Plots for normality checks.
Export Options
All visualizations can be exported as high-quality PNG, JPEG, or PDF files suitable for publications and presentations.
Visual Exploration
Interactive charts with customization options
All Your Analysis in One Place
NovoNumeric combines powerful statistical analysis with beautiful visualizations in an intuitive interface designed for researchers and data analysts.
App Screenshots Gallery
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