Difference between revisions of "Group10 Report"
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== 1 Motivation of the application== | == 1 Motivation of the application== | ||
Predicting the stock change is difficult since a complex mix of factors is involved. And although the stock market data is abundant, it is usually disorderly retained on a lot of websites. A visualization dashboard that enables the users to explore the patterns of stock market data, directly eyeball the trend of different stocks and also forecast the future market changes will be extremely helpful for market participants. | Predicting the stock change is difficult since a complex mix of factors is involved. And although the stock market data is abundant, it is usually disorderly retained on a lot of websites. A visualization dashboard that enables the users to explore the patterns of stock market data, directly eyeball the trend of different stocks and also forecast the future market changes will be extremely helpful for market participants. | ||
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This project aims to provide investors and traders with advanced data visualization of stock market data to reveal the hidden pattern of market movement, providing portfolio recommendations based on risk assessment and the preference of investors. | This project aims to provide investors and traders with advanced data visualization of stock market data to reveal the hidden pattern of market movement, providing portfolio recommendations based on risk assessment and the preference of investors. | ||
Revision as of 17:24, 8 December 2018
China Stock Data Visualization
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1 Motivation of the application
Predicting the stock change is difficult since a complex mix of factors is involved. And although the stock market data is abundant, it is usually disorderly retained on a lot of websites. A visualization dashboard that enables the users to explore the patterns of stock market data, directly eyeball the trend of different stocks and also forecast the future market changes will be extremely helpful for market participants.
This project aims to provide investors and traders with advanced data visualization of stock market data to reveal the hidden pattern of market movement, providing portfolio recommendations based on risk assessment and the preference of investors.
2 Review and Critic on Past Work
In the most of websites, they provided the value and volume graphs of each stocks. But there are two main critic on the past work:
- Most of websites are not provided the predictive analysis for user to forecast future trend in a short period.
- Most of websites are not provided portfolio optimization for user can choose the stock they are interested and are not provided the expected return of combined stocks.
