CSIC 5011 / MATH 5473 Mini Project
- YS. CHEN
- WH. SUM
- HP. IP
- ZP. WU
- raw_data_observation.ipynb is to get initial insight of raw data.
- sleep_analysis.ipynb visualize sleep data in low-dimemsion space.
- lifespan_analysis.ipynb visualize life-span data in low-dimension space.
- future_PCA with logistics regression.ipynb illustrate further potential application using dimensionality reduction method.
- /data/sleep_original.csv is the original data downloaded directly from https://yao-lab.github.io/data/sleep1.csv.
- /data/sleep_filtered.csv is the cleansed data without missing values.