yongyct / singapore-pools-analysis

Analysis of Singapore Pools Winning Statistics

Singapore Pools Analysis

Analysis of Winning Statistics of Singapore Pools

Getting Started

Prerequisites

This project uses jupyter notebook, see here for installation.

The following libraries are used for this notebook (installed via anaconda):

• beautifulsoup4
• numpy
• pandas
• matplotlib
• sklearn
• lightgbm
• basemap (with basemap-data-hires)

Analysis:

• 4D Winning Numbers
• Toto Winning Numbers
• Toto Outlets

Others:

Would appreciate help with getting lottery sales volume data for the various sales channels to make more accurate winning analysis

References

• 4D Results - http://www.singaporepools.com.sg/en/product/Pages/4d_results.aspx
• Toto Results - http://www.singaporepools.com.sg/en/product/Pages/toto_results.aspx
• GMaps API - https://developers.google.com/maps/documentation/geocoding/intro