• Author: Pranav Pandya
• M.Sc. Business Intelligence and Process Management (2016-18)

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Accessing the thesis (output) online:

• gitbook version (interactive bookdown output)
• pdf version (static):
  • link 1
  • link 2

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Repository/ source codes:

• Main repository
• Bookdown files
• Shiny app (in the main repository):
  • global.R
  • ui.R
  • server.R

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Quick overview:

1. Introduction:

2. Purpose:

3. Methodology:

4. Results/ Key findings:

4.1 From Apriori algorithm:

4.2 From time-series forecasting models:

4.3 From classification algorithm (LightGBM):

5. Discussion & Conclusion:

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Screenshots from developed shiny app:

Landing page

Geographic visualization with leaflet

Pattern discovery with Apriori algorithm

Time-series forecasting

Binary classification