Examples
Cube Alchemy in Action
Welcome to our comprehensive collection of examples that demonstrate the power and flexibility of Cube Alchemy in real-world scenarios. Our examples repository has been created to showcase the basic usage as well as some implementations across different domains and use cases.
Adventure Works Sales Explorer
This notebook leverages a Kaggle version of the popular Adventure Works dataset to provide a step-by-step introduction to Cube Alchemy. It guides you through:
- Core functionality and fundamental concepts
- Essential workflow patterns
- Key methods and their practical applications
- Data exploration and visualization techniques
The idea of this example is to offer comprehensive introduction to the library's capabilities.
Financial Analytics: Profit and Loss Hypercube
This example demonstrates how to use Cube Alchemy to work with financial data, including modeling challenges:
- Constructs a Hypercube for Profit and Loss analysis using synthetic financial data
- Illustrates data transformation from raw inputs to dashboard-ready visualizations
- Demonstrates the conversion of the data into a connected undirected acyclic graph suitable for multidimensional analysis
Streamlit Integration
Interactive Data Applications
While Jupyter notebooks provide an excellent environment for analysis and exploration, Cube Alchemy truly shines when deployed in interactive data applications. Our seamless integration with Streamlit enables you to rapidly transform your analyses into powerful, user-friendly web applications.
Cube Alchemy provides an small plot rendering engine with a rich library of charts and visualizations designed specifically for multidimensional data exploration as well as a Filter component similar to the native multiselect.
Live Demo Applications
These examples demonstrate how Cube Alchemy allows you to get from data to analysis seamlessly.
Interactive Development Environments
These applications demonstrate how Cube Alchemy supports rapid prototyping and iterative development:
- Data Explorer Playground - Test and experiment with different chart types, dynamically build queries, and instantly visualize results
- P&L Builder - Interactively construct financial models with real-time validation and visualization
Enterprise-Ready Dashboards
This polished application demonstrates how Cube Alchemy can power analytical dashboards:
- Financial Performance Dashboard - A comprehensive financial analysis platform with drill-down capabilities and interactive filters
Get Started
We encourage you to explore these examples to get a hands-on understanding of Cube Alchemy's capabilities. Whether you're building analytical models, creating interactive dashboards, or developing data-driven applications, these examples provide valuable insights into how Cube Alchemy can streamline your workflow and enhance your data exploration experience.