Survival odds on the Titanic

About this example

Historical data analysis of the Titanic offers insights into survival patterns. Here’s a detailed breakdown:

• Demographic Influence: Demonstrates how age and sex affect survival odds.
• Socioeconomic Impact: Reflects on how passenger class influenced chances of survival.
• Family Dynamics: Examines the role of family size in survival rates.
• Outcome Visualization: Presents survival odds at different decision tree nodes, providing clear outcomes.

When to use

• Historical Data Analysis: For software engineers analyzing patterns in historical data sets.
• Machine Learning Classification: When developing classification models that predict categorical outcomes based on several inputs.
• Educational Tools: To illustrate the concept of decision trees in educational materials for data science and machine learning courses.

How to use

1. Start editing: Duplicate the example file and double-click on the diagram.
2. Customize diagram: Add/modify nodes, groups, and relationships using a diagram-as-code syntax, adapting it to fit the specific scenario being modeled.
3. Customize layout: Drag elements on the diagram directly on the canvas to manipulate the layout.
4. Collect feedback: Share the file with collaborators and encourage them to use the comments feature for feedback.