* Project results:
o Vendors performance measurement criteria
o Vendor Grading / Tearing Model
o Vendors segmentation structure
• Conceptual description
• The real pattern
* Usage:
o Success process
• Vendor reactivation
• (Acquisition)
o Product
• Panel
• Notification
• …
* Scope:
o Brand : Takhfifan
o Business line: Core business
o Category:
• Restaurant
• Leisure and sports
• Health
o Province: Tehran
o Area: All
o Time:
• Before Covid 19
• After Covid 19
CRISP
o Data understanding
• Required data definition
o Data preparation
• Collect existing data
• Identify missing data and collect them
• Feature engineering (: the distance between contract date and first selling)
o Modeling and evaluation
• Exploratory data analysis (تحلیل اکتشافی دادهها)
• Summary of performance measurement criteria (جمع بندی معیارهای سنجش عملکرد)
• Measure the performance of vendors based on specified criteria(اندازهگیری عملکرد وندورها بر اساس معیارهای مشخص شده )
• Grading model development
• Clustering vendors and developing segmentation model.
o Deployment
• Summaries findings and present to beneficiary
• Using the results into processes.