Team members responsible for this notebook:

List the team members contributing to this notebook, along with their responsabilities:

• Tiffany Wong: Writing the topic sections and the challenges section
• Timothy Yau: Writing the findings section, interpreting maps we got
• Biying Li: Writing the findings section, explaining the regression results, loading graphs ...

Team members responsible for this notebook:

• Daniel Zezula: performed regression analysis

• Biying Li: generated map

• Tiffany Wong: helped with analysis and wrote markdown

• Tim Yau: helped with analysis and wrote markdown

• Tianyi Wu: helped with analysis and wrote markdown

Data Analysis¶

Subsetting the Data¶

Before we ...

Team members responsible for this notebook:

List the team members contributing to this notebook, along with their responsabilities:

• Daniel Zezula: * cleaned data*

• Biying Li: ** cleaned data **

• Tiffany Wong: * helped with cleaning and wrote markdown*

• Tim Yau: ** helped with cleaning wrote markdown **

• Tianyi Wu: helped with cleaning and wrote markdown

Team members responsible for this notebook:

• Biying Li: **gathered and extracted data **

• Tianyi Wu: ** gathered and extracted data **

• Tiffany Wong: wrote markdown

• Tim Yau: ** wrote markdown **

Data Gathering¶

Creating the Directory Structure¶

The following code creates the various directories that will store the data files used ...

Team members responsible for this notebook:

• Daniel Zezula

Software Requirements¶

Reproducibility¶