Difference between revisions of "Project Groups"
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Revision as of 01:34, 2 March 2020
IS428 Visual Analytics for Business Intelligence
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Project Groups
Please change Your Team name to your project topic and change student name to your own name
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Sharpening Policy and Planning with Visual Analytics With Singapore’s growing population and limited resources, she faces many pressing challenges for progressive development and economic growth. These challenges span across housing affordability, rising healthcare, aging population, education/income inequality, and low birth rates. For Singapore to continue progressing, it is imperative that the government continues to take proactive measures to plan and utilise its resources effectively. In this fashion, we strive to use visual analytics to help uncover some of the cracks in and opportunities in Singapore’s social demographic to assist the government in sharpening its current policies and to look into future plans. This is well in line with the government’s effort of making socially relevant data public to encourage innovation and discovery. |
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Property Visualizations with multiple factors When it comes to purchasing or renting a property, there are many factors that go into a buyer’s consideration before he makes the final decision. The primary concern for buyers is the pricing of the property while secondary concerns will be things such as the weather and the amenities available. The current tools that are available are only optimal to suit one category of concern but fail when multiple categories of concerns are present. Through our visualizations, the group hopes to assist users to be able to easily visualize a home of his dreams in different aspects beyond mere prices. |
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Visualizations and insights of software industry In recent years, there is massive growth in the software industry. In order to help prospective coders, such as ourselves, to better manage their expectations and make more informed decisions, it is crucial for them to understand what is in demand and also what to expect from this booming industry. Our project aims to provide a one-stop tool for users to have a glimpse of the current software industry so that they can better understand what are the skills and tools that are in demand and how they may be related to salary and job satisfaction. |
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Visualize the underlying patterns behind suicide Close to 800 000 people die due to suicide every year, which comes up to one every 40 seconds according to the World Health Organisation (WHO). Suicide is a global phenomenon, present in many countries and is pervasive to people from all walks of life. In the last 45 years, suicide rates have increased by 60% worldwide and is now the second leading cause of death among young people after road injury.
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Visualizing the trends and pattern of video game sales The video game industry has grown massively over the years, with $2.3 billion in sales in the US alone in 2019. However, the industry has also shown signs of stagnation, with a 19% decline in sales from the previous year. With an increasingly saturated market and disruption caused by mobile and VR games, we aim to create an interactive platform to understand the trends of the industry and come up with insights to aid future and existing developers. |
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Visualizing Sales Funnels for eCommerce websites to optimise marketing spend Rapid advancement of technology over the past few decades have brought forth many opportunities and convenience to mankind. In the world of businesses, especially marketing, it is extremely important to use various numbers and metrics to quantify and evaluate the standpoint of the company. This is made possible with the discovery of big data, analytics, AI/ML and the likes of data visualisation.
In this era, many companies in the marketing department rely on platforms such as Google Analytics to track their businesses. However, problem arises when they advertise across multiple channels, such as Facebook, Instagram, Email, and possibilities are endless. Decentralisation is one problem. Ironically, although Google Analytics houses large amount of data, oftentimes they do not provide useful and actionable insights relevant to the company. Hence, users are overloaded with the wide variety of data available that are reflected by a vast number of charts of which some can be complex and nugatory (i.e. chartjunks). To save time (sieving through chartjunks) and boost a marketer's productivity, we aim to develop a data visualisation dashboard that serves as a one-stop solution where users can derive knowledge and uncover insights required to judge the company's success. This will thus help them drill down to the root causes and take necessary actions. |
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Visualization and insights of HIV in the United States HIV/AIDS, a chronic manageable disease, is a global pandemic that has created unprecedented challenges for physicians and health infrastructures. There is no cure for HIV yet. However, treatment can control HIV and enable people to live a long healthy life. |
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Visualizing HDB Resale Flat Prices & High value estates As a buyer looking for Resale HDB flats, it can be difficult to make a purchase decision due to the lack of information in the market. Information such as increasing or decreasing price trends over the years for each estate (e.g. Tampines) or submarket (e.g. 4-ROOM flats) could be essential in the decision making process. Current tools available in the market are insufficient to supplement this decision making process as they can be unnecessarily detailed resulting in the inability to conduct a high level analysis (e.g. Price trends for each submarket and/or estate). |
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Hazy Days Ahead
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Visualizing the Imports and Exports of Singapore's Foreign Trading Singapore has long been the key transport hub in the ASEAN region. However, global developments such as the trade war between the US and China, and events closer to home such as Thailand building the Kra canal may shift the balance out of Singapore’s favour. It is key to correctly strategise in such uncertain times. We aim to be able to create new insight and actionable strategy as to how Singapore can maintain its position as a key transport hub. |
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Visualizing HDB Resale Pricing Trends & Understanding its Characteristics In the past, Singaporeans would turn to the primary source giver of Resale housing information which is known as The Housing Development Board (HDB) to understand the changes in the housing real estate. With the advent of Singstat and other public domains of data, there are other various visualisations online that Singaporeans seek guidance from to understand the Housing situation in Singapore.
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