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Table 2 Steps and activities of the crisp-dm method

From: Improving short-term demand forecasting for short-lifecycle consumer products with data mining techniques

Step Activity
1. Business understanding Determine business objectives
Assess situation
Determine data mining goals
Produce project plan
2. Data understanding Collect initial data
Describe data
Explore data
Verify data quality
3. Data preparation Select data
Clean data
Construct data
Integrate data
Format data
4. Modeling Select modeling technique
Generate test design
Build model
Assess model
5. Evaluation Evaluate results
Review process
Determine next steps
6. Deployment Plan deployment
Plan monitoring and maintenance
Produce final report
Review project