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Crisp | AI Blueprints

Overview

This repository contains a collection of notebooks that demonstrate how to use the Crisp Data Platform to build analytics solutions.

Available Blueprints

Anomaly Detection Anomaly Detection

Stay ahead of disruptions: Identify irregularities in sales data and respond proactively to changes.

📖 Explore the Blueprint

Assortment Optimization Assortment Optimization

Reveal where your product mix is underperforming to fine-tune assortments by store and grow sales.

📖 Explore the Blueprint

Demand Forecasting Demand Forecasting

Get ahead of demand shifts with retail-specific forecasts that reduce stockouts and overstock.

📖 Explore the Blueprint

Demand Redistribution Demand Redistribution

Reallocate sales from closed or underperforming stores to nearby locations to preserve revenue and optimize inventory placement.

📖 Explore the Blueprint

Distribution Expansion Distribution Expansion

Identify high-potential stores with unmet demand to expand product reach and accelerate growth.

📖 Explore the Blueprint

Extreme Weather Impact Extreme Weather Impact

See how weather disrupts sales and inventory so you can adjust plans and stay in stock.

📖 Explore the Blueprint

On-Shelf Availability On-Shelf Availability

Keep shelves stocked and customers happy: Monitor on-shelf availability to detect issues like phantom inventory and zero sales, ensuring optimal stock levels and reduced lost revenue.

📖 Explore the Blueprint

Price Elasticity Estimation Price Elasticity Estimation

Understand how price changes affect demand to fine-tune pricing strategies, maximize revenue, and protect margins.

📖 Explore the Blueprint

Store Clustering Store Clustering

Visualize trends, act faster: Group stores by location, customer demographics, and behavior to uncover hidden sales patterns.

📖 Explore the Blueprint

Weather & Seasonality Analytics Weather & Seasonality Analytics

Plan smarter, sell better: Analyze weather patterns' effects on sales to improve inventory and demand forecasting.

📖 Explore the Blueprint

Deploying

Google Colab

To deploy a notebook in Colab, click on the badges in particular notebooks.

Databricks

To deploy a notebook in Databricks:

  1. Open your workspace and navigate to the folder where you want to import the notebook.
  2. Click the triple-dot icon (next to the Share button).
  3. Select Import and choose URL as the import method.
  4. Paste the notebook's URL and click Import to complete the process.

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A collection of templates and examples to streamline data analytics projects.

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