Simulation of the customer behavior in a supermarket with Markov Chain Modeling and focusing on OOP
The project consists of three parts:
- Performed Exploratory Data Analysis
- Calculated the Transition Probabilities using data of customer movement in a supermarket ('timestamp', 'customer_no', 'location')
- Implemented a Markov Chain-based simulator using OOP (for one or multiple customers)
- add visualization on how customers move through the supermarket