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

Accessing the thesis (output) online:


Repository/ source codes:


Quick overview:

1. Introduction:

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2. Purpose:

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3. Methodology:

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4. Results/ Key findings:

4.1 From Apriori algorithm:

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4.2 From time-series forecasting models:

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4.3 From classification algorithm (LightGBM):

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5. Discussion & Conclusion:

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Screenshots from developed shiny app:

Landing page

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Geographic visualization with leaflet

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Pattern discovery with Apriori algorithm

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Time-series forecasting

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Binary classification

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