Data Science in Your Browser
Run real Python data science workflows on financial data — powered by Pyodide. No installation, no sign-up, no data leaves your device.
Revenue Forecasting
Build a machine learning revenue forecast using pandas and scikit-learn. Explore trends, train models, and generate predictions — all in your browser.
Customer Segmentation
Cluster your customers by behavior using K-Means. Discover natural groupings in revenue, order frequency, and lifetime value.
Churn Prediction
Predict which customers are at risk of churning using classification models. Identify early warning signals in transactional data.
Anomaly Detection
Detect unusual transactions and outliers in financial data using statistical methods and isolation forests.
Variance Detection
Analyze budget vs actual variances across cost centers and accounts. Identify significant deviations with heatmaps and waterfall charts.
Transaction Outliers
Detect fraudulent or anomalous transactions using Isolation Forest. Flag unusual payments, vendors, and timing patterns in AP data.
Pricing Optimization
Find optimal price points using 3D surface analysis. Visualize revenue landscapes and identify the sweet spot for maximum returns.
Want These Insights on Your Real Data?
NSGPT Enterprise runs 40+ financial models autonomously on your live NetSuite data. No Python required.