Ways towards A Net-Zero Society, Take NYC as an Example

CMU 19603 Data Scirence Course Project

To learn all about our project, please refer to Report.pdf.

File Structure

Folders

• dataset: The datasets used for the project, in file format .xlsx (original) and .csv (transformed). The two main datasets are NYC building energy usage and government census data.
• images: Images used in the report.
• plots: The plots generated during the data exploratory analysis.

Files

• Report.pdf: The final report of this project.
• data_exploration_preprocess.R: Code to do data preprocess and exploratory analysis of the datasets.
• spaitial_join.pdf: General, simple introduction to spatial join.
• spatial_join.Rmd: Original Rmd file to write spatial_join.pdf. It is knitted to a pdf file.
• model.R: Code to combine building energy use and census data and fit in models for analysis.
• README.md