Signal Proposal
Contents
PROBLEM & MOTIVATION
GeBIZ is a Singapore Government’s one-stop e-procurement portal which facilitates tender activities between Singapore government and local and overseas suppliers. Currently, there is no available tool to aid the public and ministries to understand and gain insights on the procurement made by the government under each ministry. Hence, we are motivated to create an interactive visualisation tool on government's procurement spending to allow the public and ministries to identify spending patterns and gain insights into procurement spending under each ministry.
OBJECTIVES
In this project, we are creating a visualisation that is able to show the following:
- Gain an overview of procurement spending made by each ministry and agency
- Identify the relationships between ministries, agencies and suppliers
- Identify what are the goods and services procured by ministries and agencies under each category
SELECTED DATASETS
TO BE FILLED!
BACKGROUND SURVEY OF RELATED WORKS
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TOOLS & TECHNOLOGIES
Tools and technologies
TO BE FILLED!
Data Architecture
TO BE FILLED!
KEY CHALLENGES
The following are some of the key technical challenges that we may face throughout the course of the project:
Key Challenges | Mitigation Plan |
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Unfamiliarity with R and Rshiny Libraries |
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Unfamiliarity with Libraries for Machine Learning and Web Crawling |
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Data Cleaning and Transformation |
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TIMELINE
TO BE FILLED!
REFERENCES
TO BE FILLED!
COMMENTS
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