/PastaRebellion

Advanced Data Analysis Project - Pasta Rebellion

SISE2601 Project data description

================ Team AN - Omri Sgan-cohen & Shahar Ben-Ishay

This file describes how to reproduce code and output for the project.

The folder consists of 4 RMD files, and the data folder.

Each file contains reproducible code.

You can also use the Rproj file in order to open the project's environtment for smoother execution.

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RMD files:

  • data_preprocessing.rmd - Preprocessing of the raw data, in order to create new 6 retailers tables that contain only the same products.

  • research_q1_a.rmd - code for research question 1a - K-Means classifier.

  • research_q1_b.rmd - code for research question 1b - ARIMA model.

  • research_q2.rmd - code for research question 2 - multiplie linear regression model.

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Data folder:

  • See readme file inside the folder.