Project Groups
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
| Project Team | Project Title/Description | Project Artifacts | Project Member |
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Visualizing Korean Tourism Over the years, the tourism sector has been an essential part of South Korea’s growth, with over 17 million of foreign tourists having reached Korea in 2016. Under the Ministry of Culture and Tourism of South Korea, the Korea Tourism Organisation (KTO) currently oversees and promotes Korea as a vibrant and popular tourism destination through various strategic assignments. By 2022, some of the goals that KTO aims to reach is to receive earnings of USD$ 25 billion to boost its national economy, attract over 350 thousands of tourism industry employees, and become the best public enterprise. With in this mind, KTO is currently working to improve the quality of tourism experience of international visitors and maximize the economic contribution in the long term.
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Visualizing HDB Supply and Affordability In the recent years, housing prices have been on the rise making it difficult for Singaporeans to own a house. In the National Day Rally 2018, PM Mr. Lee Hsien Loong addressed to the issue of housing to Singaporean. He stated the importance of the 99-year lease of Home Ownership as compared to Singaporean renting a house. However, several older estates were built within short periods such as Marine Parade, Ang Mo Kio and Bedok when their 99-year lease has expired they will all expire at the same time and the flats will be returned to the state. The government has also been progressively taking back flats over the years for redevelopment. |
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A Visual Study into Our Ageing Population According to Data.gov.sg, by 2030, the ageing population in Singapore is projected to reach approximately 90,000, which is almost double of the current ageing population. Therefore, a better understanding of the current ageing population situation and other facilities is needed in order to better prepare for the ageing population. We aim to provide an insightful data visualization on our ageing population in order to identify the gaps in the management of an ageing population for our country. |
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Startup Ecosystems in Singapore and Hong Kong Blockchain, artificial intelligence, data science, edtech and internet-of-things are all buzzwords today in this new innovation era. What are the upcoming and growing technologies? What is the survival rate of startups amidst the technological boom? How does the investor profile breakdown look like? What makes a startup ecosystem robust and attractive?... Unicorn Ventures aims to analyse the startup ecosystem in Singapore and Hong Kong, two of the four Asian Tigers today. By doing so, we hope to feature a more interactive web-based visualization for policy makers, investors or founders to gain a comprehensive understanding of the current startup landscape. |
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Visualising Global Data Breaches |
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Visualizing Government Procurement We aim to create a visualisation which benefits businesses in crafting bidding prices and increasing their chances in winning the government contracts and tender. In addition, we hope to give an overview and identify interesting patterns of government spending. |
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Visualizing Singapore’s Trade and Impact The robust Singapore economy and growth depends heavily on global trade. As a country with virtually no natural resources and comparatively small domestic market, Singapore must be open to external markets in order for the economy to thrive; as two-thirds of Singapore’s GDP is generated by external demand. PM Lee mentioned during the recent National Day Rally 2018 about how there might be potential trade impacts and challenges for Singapore; the international system is at a turning point due to the mounting trade tensions between the world’s economic giants (U.S. and China / U.S. and Europe). Thus, we aim to provide a visualization tool to allow the ease of monitoring, identifying trade patterns and impacts with reference to the total trade figures, commodities type, services and the trade relationships between countries over the years. |
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Happiness always matter(World Happiness Index) |
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Food Scape of Singapore Singapore is well known for its diversity and fusion of food, with influences from the Chinese, Indians, Malays, to the French and even Italian. Interesting, this unique blend of authentic Singaporean food can only be found in Singapore. More often than not, restaurants in present-day Singapore can be seen serving fusion food inspired by Singapore’s diversity. Instead of having the differences divide the country, Singapore’s diversity serve as a spark to Singapore’s unique melting pot of food culture. Through our visualisation, we hope to represent the distribution of food diversity throughout Singapore. In particular, we would dive deeper to uncover what makes a specific location a food paradise for a specific race, the purpose behind the food stalls and the price elasticity of food. |
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Visualising Singapore's Household Electricity Consumption Household electricity consumption in Singapore has increased by about 17% over the past decade, according to a report by the National Environment Agency in May 2018. On aggregate levels, Singapore households consumed 7,295 GWh (gigawatt hours) in 2017, which roughly translates to an average expenditure of $1,000 a year on electricity per household. Electricity consumption is a national issue, especially given that about 95% of Singapore's electricity supply is imported. It is therefore important to encourage households to consume electricity in more sustainable ways. As such, we aim to better communicate electricity consumption patterns to people in Singapore, in the hopes of encouraging sustainable consumption. We hope to achieve this through our visualisation of the distribution of household electricity consumption across planning regions, accounting for type of residential homes, income and demographic profiles. |
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Visualizing Prevalence of drug use About 275 million people worldwide, which is roughly 5.6 per cent of the global population aged 15-64 years, used drugs at least once during 2016. Some 31 million of people who use drugs suffer from drug use disorders, meaning that their drug use is harmful to the point where they may need treatment. 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. Our aim is to do better drug use prevention, treatment and care with data analytics on the use of drug. |
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Visualizing Kickstarter Campaigns Kickstarter is a crowdfunding platform where individuals or businesses seek help from the public in financing their ideas to turn them into reality. The platform has a "all or nothing" rule where campaign/project initiators must set a funding goal, and can only receive the donated amount if it is at least equal to their funding goal. However as of October 5th of 2018, only 36% of projects in Kickstarter were able to reach their goal amount, which means that about two in every three campaigns do not get any funding for their ideas. Now we ask, how can we make a successful campaign then? |
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Visualizing Grab's Sentiments GrabTaxi Holdings Pte. Ltd., or Grab began as a technology company offering ride-hailing services through its app in 2012. Since then, it has expanded its business operations into multi verticals, including delivery services (GrabFood, GrabExpress), as well as payment methods (GrabPay). Leveraging on social media listening, this project will help Grab to understand Singaporeans’ sentiments toward the company. We will be able to identify some topics currently embedded within the social media discussion space, understanding what are some current concerns that consumers have expressed, and be able to track changes in the intensities of these topics over time. This provides Grab with an avenue to effectively allocate resources to improve on its services by addressing the most important issues first. Follow our journey as we visualise public sentiments on Grab’s services! |
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Understanding the Job Market Being in the penultimate year of our tertiary education, we witness the hectic job rush that impact many of our peers. In reality, most students face a great amount of uncertainty in making major decisions related to their future career prospects. For instance, freshmen are unsure of which majors to enroll in while graduating students are unsure of the ideal company to work for. We aim to provide an insightful data visualization on industries, companies, and jobs, enabling students and working adults alike to find their ideal job. |
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| Team | Members | |||||||||||||||||
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| FoodScapers | Mallika Gokarn | Chrysta Yuen Jia Lin | Sean Koh Jia Ming | Student name | Student name | Student name | ||||||||||||
| Homviz Homies | Zi Quan | Vera Low Yun | Le Thanh An | Student name | Student name | Student name | ||||||||||||
| Your Team name | Sheryl Chong Man Er | Kung Jun Wen (Sofia) | Nguyen Dang Thanh Ha | Student name | Student name | Student name | ||||||||||||
| NO.G.A.D.A | Lee Hyeonjeong | Kim Do Yeon | Huiyeon Kim | Student name | Student name | Student name | ||||||||||||
| Group 12(CJS) | Chaw Khin Nyein | Jonas Nevin | Sheng Wang | Student name | Student name | Student name | ||||||||||||
| Charge Metrics | Zheng BingBing | Chua Sing Rue | Student name | Student name | Student name | Student name | ||||||||||||
| Unicorn Ventures | Chen Yuge | Fu Yu | Zhuo Yunying | Student name | Student name | Student name | ||||||||||||
| Apple Crunch | Le Van Tuan Long | Rainean Young Calubad | Arivazhagan Karunakaran | Student name | Student name | Student name | ||||||||||||
| The Defenders | Lim Li Xuan | Yeo Qi Xun | Tan Xin Yi | Student name | Student name | Student name | ||||||||||||
| MicroHeart | Ahmad Saifullah Bin Mustaffa | Cliff Halim Tirtamaya | Ye Min Oo | Student name | Student name | Student name | ||||||||||||
| Sixes | Liu Jinlong | Ji Xinyi | Lyu Cheng | Student name | Student name | Student name | ||||||||||||
| UserImportUserExport | Sheryl Yeo | Vincent Koh | Ng Wei En | Student name | Student name | Student name | ||||||||||||
| Grab C.H.A | Aaron Poh Weixin | Huang Huanyuan | Siow Chun Yen Jodie | Student name | Student name | Student name | ||||||||||||
| JobSage | Chew Yuxi | Tian Seet Yuen | Clifton Ngeow Shu-Jin | Student name | Student name | Student name | ||||||||||||
