Difference between revisions of "Project Groups"
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Revision as of 19:34, 19 November 2017
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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Visualizing Global Warming and Climate Change Recent president candidate of the US, Mr Donald Trump thinks that climate change is a hoax. That is really worrying, especially when current polls are showing that he is having a real chance in winning the election. Our team seeks to validate the climate change's truthfulness by exploring and visualizing ocean, land and weather data. Thus, we hope through this project, we settle the fact once and for all. Moreover, this serves as a tool to raise the awareness and understanding of our mother Earth's health status. How the climate has changed over time, which stage are we in and how many years does Singapore has left to stay above the sea level. |
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Stackoverflow StackOverflow is the largest, most trusted online community for developers to learn, share their programming knowledge, and build their careers. This is achieved through questions and answers posted on the site that concerns a wide range of topics related to computer programming. The success of such a platform depends on high quality questions and answers contributed by an engaged community. Thus, some measures to screen for quality includes using ‘badges’ to signify reputation for users, votes on post (upvote or downvote) and using community administrators to close questions that have been answered before or are irrelevant. |
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With housing prices being a hot topic that most undergraduates are talking about as we approach that final period called graduation, don't you wish that there was a way for us to get a better picture of the housing market so that we can make our big decision on where we are going to live from now on? Thus, we sought out to look for a dataset which would be able to provide us with the required information we needed to come up with useful visualizations. Unfortunately, most datasets are incomplete or not useful in providing us with any insight unless a good amount of data cleaning and wrangling is done. For example, transaction data which only gives you the block number and road name with no postal code. How is that useful? Therefore, one of our primary goals is to come up with a visualization which would provide users with useful information about the resale market in Singapore and help people gain access to a better data set than the ones currently out there. |
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The government has been making a conscientious effort to promote the utilization of the public transport and dissuade the public from driving. Apart from improving the transport system, there are deterrant measures such as high COE, high carpark rates, high taxes and the dreaded ERPs. Out of these factors, the COE is discussed the most frequently with a bid occuring every twice a month. It also holds the largest proportion of income spent on cars in the initial phase. |
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The Panama Papers: A closer look into its networks in the Asia-Pacific region |
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Visualizing Singapore's Energy Consumption Experts have warned that power demand is set to double by 2030 globally despite authoritative control. According to Energy Market Authority (EMA), Singapore has faced increasing power consumption from 1965 to 2013. As Singapore is land-scarce and does not have significant renewable energy options such as hydro-power, wave, or sufficient land for mass solar energy production, energy has been a top concern in the urban nation. It is thus important to promote energy saving concepts to the public as well as deploying energy saving solution island wide. Our team aims to create a visualisation that leverages on energy datasets provided by EMA to perform spatial analysis to identify energy usage clusters. |
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Visualizing Trade of Goods between Countries Singapore’s location at the tip of the Malay Peninsula has long made it a vital hub for the trade of goods through the Straits of Malacca. This establishes the importance of understanding trade patterns, influenced by multiple macroeconomic factors, to safeguard the stability and future of the nation. Various government bodies pay close attention to these figures, continuously monitoring the trade numbers and the countries that contribute to it. Although the Straits Times regularly refers to trade figures during reporting, we would like to challenge the status-quo and come out with better visualisations that can display this information for the relevant agencies and the general public much quickly, clearly and concisely. |
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Visualizing Private Property Market in Singapore Real Estate investment has always been a relatively safe choice for those seeking to gain decent returns on investment. Although there are plenty of opportunities to make huge profits from a real estate investment, it is a complexed investment vehicle due to the economic, financial and geographical issues that one has to consider. In Singapore, several analytical tools have been created to guide people in property purchase but they might be lacking in certain analysis capabilities. Therefore, we aim to develop an improved visualisation of the Singapore private property market that offers better analysis capabilities to meet the needs of analysts, investors and real estate agents. |
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Visitors Of Singapore Tourism has always been a sector of large importance to Singapore's economy. Based on the 2016 Marketing Report by Singapore Tourism Board (STB), STB has plans to grow Singapore's tourism industry. One of the key questions whilst analysing their market portfolio was how could STB determine the growth potential for our current and potential markets. This project will provide an interactive visualisation to better analyse STB's strategy: should resources be allocated to investments in these markets to continue to drive demand? Or should STB start look at how it can diversify its market portfolio beyond Asia? |
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Drug Movement Drug trafficking is a global illicit trading involving the cultivation, manufacture, distribution and sales of substances which are subject to drug prohibition laws. The consequences of illicit drug use are widespread, causing permanent physical and emotional damage to users and negatively impacting their families, coworkers, and many others with whom they have contact. Globally, the movement and presence of these substances are difficult to track and control and poses a challenge for law enforcement. One of the main ways law enforcement controls the prevalence of these drugs is by maintaining strong boarder security. The seizure of drugs at the boarder is anything but a simple task, profiling and random guess work is commonly used as methods for detection. However, with the proper and in-depth analysis of trafficking trends we may be better able to control and reduce the slippages of traffickers through the boarders. |
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Relate Graduate Employment Survey with Labour Market Singapore has developed rapidly over the past few decades and part of this development is attributed to the Education System. Singapore Education System is known to be stressful and concerns have been raised about the need to change. Is the goal at the end of this rat race worth the stress? The Graduate Employment Survey (GES) is conducted on a yearly basis to provide insights on the salary prospects of a course. The Ministry of Education conduct these surveys yearly for Local Universities in Singapore. However, the results of these surveys are not interactive and do not provide any trends and insights with respect to the Labour Market demands. This project aims to offer insights about the fresh graduate salary with respect to the Labour Market in Singapore over the years. |
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Airline and Airport Network and on-time Performance in US Flight delays has been a very common problem for travelers, the delay can be attributable to various problems, such as, aircraft issues, weather issues at origin airport or/and destination airport. The delay has no doubts will disappoint air travelers and affect their flight experience greatly. Thus, in this project, our team aims to investigate the performance of different airlines and flight delays in detail. In addition, airport network is a very critical and complex transportation infrastructure for a nation, it is increasingly important for public policy considerations. The disruptions of the airport network, caused by terrorist attack, disease transmission or other reasons, can lead to huge economic loss. Thus, the study on the airport network can assist us better understand the relationship between different airports, for example, identify most critical airport, and take proactive measures to prevent occurrence of disruptions. |
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Visualizing Private Car Resale Market in Singapore Prices of new cars can be too expensive for price sensitive individuals to afford. However, through the used car market one will be able to afford the convenience of owning a car. For budget conscious individuals, buying a used can be a great way to save money. On the other hand, owners of existing cars interested to make a sale can enjoy savings from its successful sale. Hence, understanding the used car market can prove to be useful for individuals looking to sell / buy a existing car. In addition, with the changing consumer car buying behavior and a rising market for used cars, our aim is to understand this growing used car market to enable better decision making for the different stakeholders involved. When consumers look at used cars, usually the price is one of the most important factor that influences buying decision. In addition, we will also like to explore which other variables affect the price most and how they are correlated. |
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You got Tax-ed! : Visualizing Tax Revenue in Singapore How do governments build roads? How do government support the elderly? These are all only made possible through taxes. Tax revenue in Singapore serves to fund government operations and promote social and economic goals. To diversify tax revenue, taxes collection can come in different forms such as personal income tax and corporate tax. Tax schemes can be complex and difficult to understand,especially in Singapore where a progressive tax system is used in collecting individual income tax. While IRAS publishes a summary of data collected in each tax area, there is no known platform that allows the public to understand Singapore's tax revenue and its compositions interactively. Hence, we hope to allow users to explore trends and patterns in the composition of Singapore’s tax revenue over the years. Furthermore, we hope that the interactive visualization will aid the public in understanding the key components of Singapore’s tax revenue and the extent of their contributions to tax revenue. |
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Visualizing Weather Pattern in Singapore Meteorological Service Singapore (MSS) collects abundant data on the weather in Singapore. There are 63 Automated Weather Stations (AWS) in Singapore, that collect daily rainfall, temperature and wind speed. This data is readily available, yearly since 1980. However, this useful data is not being properly presented, in a way that is the weather trends and patterns can be easily inferred. We want to build an application that visualizes the rainfall, temperature and wind speed patterns in Singapore. The visualisation should display the data over time (daily, monthly, yearly), and over location (based on the location of the AWS). By doing so, we believe that various organisations will benefit, based on the patterns observed. |
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F1nal Lap Formula One (F1) is the highest class of automotive racing for open-wheel cars sanctioned by the Fédération Internationale de l'Automobile (FIA),the governing body of motor sports. Held annually since 1950, the FIA Formula One World Championship is a race series that garners a massive base of fans and spectators, and has become one of the most prominent automotive events and spectator sports of all time. The F1 industry has grown to a multi-billion-dollar industry, with huge sponsorships and viewerships worldwide. It also spearheads innovation in engineering and its continued success and expansion paves the way for technological development, even beyond the automotive industry. This motivates us to support the industry by providing F1 drivers and teams with race-winning insights through analysis of historical F1 data. |
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| Team | Members
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| Visual Autolytics | Cheryl Chiam | Low Kang Li | Sarah Jane Tong | |||||||||||||||
