Group19 Data

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OVERVIEW	DATA	METHODOLOGY	ANALYSIS	FINDINGS	POSTER

Data

Background

In the pharmaceutical industry, it has historically been a challenge to manage hundreds of hospitals and clinics with sizeable differences in the types of drugs, disposable items and the sheer volume in respective purchase orders

While not exclusive to this industry alone, managerial decision making processes have historically relied heavily on transactional raw data and managerial experience

The data set that was used contains sales data from a medium-sized pharmaceutical company with customer base ranging from over the counter pharmacies to clinics around Singapore.

Data Description

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Purpose of the model

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Data Exploration

Categorical Data

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Continuous Data

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Multicollinearity

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Data Cleaning and Preparation

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