User Guide#
This section provides comprehensive guides and examples for using TanaT effectively. Whether you’re looking for quick examples or in-depth tutorials, you’ll find the resources you need here.
Examples Gallery#
Quick, focused examples showing how to use specific TanaT features. Each example provides working code you can adapt for your own temporal sequence analysis projects.
Jump to topic:
Data Containers - Work with Sequences and Trajectories
Criteria and Filtering - Select and filter data using queries, patterns, and temporal rules
Distance Metrics - Measure similarity between entities, sequences, and trajectories
Clustering - Group temporal data with hierarchical, PAM, and CLARA algorithms
Visualizations - Create timelines, histograms, and distribution plots
Survival Analysis - Apply Cox and tree-based models to temporal data
Perfect for quick reference when you need to see how a specific feature works.
In-Depth Tutorials#
Comprehensive guides that walk you through complete workflows, from data generation to analysis. Learn how different TanaT components work together to solve real-world problems.
Getting Started with Synthetic Data
Generate synthetic sequences and trajectories for testing and learning
Working with Data
Inspect, update, and control temporal metadataConvert between sequence types (Event ↔ State ↔ Interval)Filter, query, and prepare sequences and trajectories
Real World Applications
Apply TanaT to MIMIC-IV clinical databaseAnalyze student activity sequences from MOOCs
Getting Help#
If you need additional help:
Check the Glossary for terminology
Consult the API Documentation for detailed API documentation
Visit our Community section for contributing guidelines and support