miladbehrooz / Supermarket_Simulation

Simulation of customer behavior in a supermarket with the Markov Chain Model

Supermarket Simulation

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)

To do

• add visualization on how customers move through the supermarket