Chanyu Liu
New Taipei-Taiwan
Projects
A list of my Data Mining, Text Mining, ML, and DL projects.
All notebooks are available on GitHub.
Taiwan HousePrice Prediction
![Bar Chart](https://static.wixstatic.com/media/11062b_372b0cff6a4a4998843c1e9c27dddcff~mv2.jpg/v1/crop/x_0,y_259,w_6622,h_3898/fill/w_122,h_72,al_c,q_80,usm_0.66_1.00_0.01,blur_2,enc_auto/Bar%20Chart.jpg)
Taiwan HousePrice Prediction
Analyzing the house price data in Taiwan every quarter from 2010 to 2022 using both Julia and Python. We created several models such as DNN and Decision Tree to allow users to predict the cost of accommodation based on their demand.
![Image 2023-2-8 at 10_edited_edited.jpg](https://static.wixstatic.com/media/3af69e_67ed790a29054f33b87d1d6064e96d54~mv2.jpg/v1/crop/x_262,y_0,w_1032,h_608/fill/w_122,h_72,al_c,q_80,usm_0.66_1.00_0.01,blur_2,enc_auto/Image%202023-2-8%20at%2010_edited_edited.jpg)
A data visualization website mainly built with R Shiny and ggplot2, and enables users to upload their data and create various types of plots, such as scatter plots or line charts, based on their needs.
![Image 2023-2-8 at 11_edited.jpg](https://static.wixstatic.com/media/3af69e_d0ecb802c35d4f74950c33214d26c7bf~mv2.jpg/v1/crop/x_0,y_0,w_1936,h_1140/fill/w_122,h_72,al_c,q_80,usm_0.66_1.00_0.01,blur_2,enc_auto/Image%202023-2-8%20at%2011_edited.jpg)
I used R Shiny to build an interactive questionnaire website. The website allows users to determine their MBTI (Myers-Briggs Type Indicator) based on their answers and surveys the correlation between their habits, such as their savings, and their MBTI.
![Financial Graphs](https://static.wixstatic.com/media/11062b_bc499a0027a942d18647f98e693be0c9~mv2.jpg/v1/crop/x_0,y_198,w_4945,h_2911/fill/w_122,h_72,al_c,q_80,usm_0.66_1.00_0.01,blur_2,enc_auto/Financial%20Graphs.jpg)
I used R Shiny to build an interactive questionnaire website to survey the investment habits of college students in Taiwan.