Intelligence Evolved

Everything You Need to Analyze Data

25+ machine learning algorithms, 20+ statistical tests, 35+ visualization types. All accessible through an intuitive interface—no coding required.

Machine Learning Models

From simple linear regression to advanced ensemble methods. Train, evaluate, and deploy models with just a few clicks.

Regression

Predict continuous values like sales, prices, or quantities.

Linear Ridge Lasso ElasticNet Random Forest XGBoost LightGBM SVR

Classification

Categorize data into groups like spam/not spam, churn/retain.

Logistic Random Forest XGBoost SVM KNN Naive Bayes Neural Network

Clustering

Discover natural groupings in your data without labels.

K-Means DBSCAN Hierarchical Gaussian Mixture

Time Series Forecasting

Predict future values based on historical patterns.

Prophet ARIMA SARIMA ETS LSTM

Dimensionality Reduction

Simplify complex datasets while preserving key information.

PCA t-SNE UMAP Factor Analysis

AutoML

Let the system find the best model automatically.

Auto Model Selection Hyperparameter Tuning Cross-Validation

Statistical Analysis

Rigorous hypothesis testing with plain-English interpretations. No statistics degree required.

Comparison Tests

Compare groups and determine if differences are significant.

T-Test ANOVA Mann-Whitney Wilcoxon

Correlation

Measure relationships between variables.

Pearson Spearman Kendall Point-Biserial

Categorical Tests

Analyze relationships in categorical data.

Chi-Square Fisher's Exact McNemar

Distribution Tests

Check data distributions and assumptions.

Normality Shapiro-Wilk Levene K-S Test

Plain-English Results

Every statistical test comes with a clear interpretation. You'll know exactly what your p-value means and whether your results are significant—no statistics background needed.

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35+ Visualization Types

Interactive, publication-ready charts powered by Plotly. Explore your data visually and share insights with stakeholders.

Basic Charts

Bar, Line, Scatter, Pie, Area, Histogram

Statistical

Box, Violin, Heatmap, Correlation Matrix

Advanced

3D Scatter, Sunburst, Treemap, Sankey

Geographic

Choropleth Maps, Scatter Maps, Bubble Maps

Smart Data Preparation

Clean, transform, and prepare your data for analysis. Automated suggestions help you fix issues quickly.

Data Quality Analysis

Automatic detection of missing values, duplicates, outliers, and data type issues.

Missing Value Handling

Multiple imputation strategies: mean, median, mode, KNN, or custom values.

Encoding & Scaling

One-hot encoding, label encoding, standardization, and normalization.

Filtering & Sorting

Filter rows by conditions, sort by columns, and create subsets of your data.

Feature Engineering

Create new columns, combine features, and extract date/time components.

Train/Test Split

Automatically split data for model training and validation.

Export & Share

Generate professional reports and export your work in multiple formats.

PDF Reports

Professional reports with visualizations, metrics, and insights.

Excel/CSV

Export processed data and results for further analysis.

Images

Download charts as PNG, SVG, or interactive HTML.

API Access

Deploy models and get predictions via REST API.

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