Progress log

Tracking our progress and keeping a log of our contributions to the project.

To-do

• Explore possible topics by brainstorming with ChatGPT
• Narrow down topic and generate 5 guiding data science questions
• Find six related sources for literature review
• Find and scrape a relevant data source
• Investigate the data and structure to ensure it fits our needs
• Create a checklist to keep group on track
• Merge the data sources
• Clean the combined dataset
• Complete EDA
• Unsupervised Learning tasks:
  • PCA
  • t-SNE
  • K Means
  • DBSCAN
  • Hierarchical
• Supervised Learning tasks:
  • feature selection
  • normalize data
  • split into training/test sets
  • decision tree
  • KNN regressor
  • random forest
  • logistic regression
• Report:
  • intro
  • objective
  • key findings
  • methodology
  • visualization
  • societal impact
  • call to action
  • conclusion
• Intrepret results for each section
• Introduction and concluding remarks for each section
• About Me Page
• Stylize and clean Landing Page
• Finalize LLM Usage Log
• Delete all the instructions
• Clean up all sections of the webpage
• Render all portions
• Make sure Github is up to date
• Host on GU Domains
• Turn in all necessary submissions to Canvas

Member-1:

Lizzie Healy About

Also, describe a log of their project roles.

Weekly project contribution log:

W: 11-13-2024

• Meeting with team to discuss potential topic ideas and brainstorm

T: 11-19-2024

• Meeting to finalize topic, make deadlines, and distribute work

F: 11-29-2024

• Data cleaning and normalization

M: 12-2-2024

• Meeting to look through data and re-group before next steps

F: 12-6-2024

• Complete EDA

W: 12-11-2024

• Work through unsupervised learning, add about me page

T: 12-12-2024

• Meeting to discuss results of supervised/unsupervised learning

F: 12-13-2024

• Literature Review write-up, work on logs, finalize about me page

S: 12-14-2024

• Report sections

S: 12-15-2024

• Meeting to discuss any concerns/finalize website

M: 12-16-2024

• Final touches, render all sections, host on GU Domains

Member-2

Rachna Rawalpally About

Weekly project contribution log:

W: 11-13-2024

• Meeting with team to discuss potential topic ideas and brainstorm

T: 11-19-2024

• Meeting to finalize topic, make deadlines, and distribute work

F: 11-22-2024

• Complete data scraping and collection

M: 12-2-2024

• Meeting to look through data and re-group before next steps

W: 12-11-2024

• Work through supervised learning

T: 12-12-2024

• Meeting to discuss results of supervised/unsupervised learning

F: 12-13-2024

• Data collection, supervised learning webpage writeups

S: 12-14-2024

• Report sections

S: 12-15-2024

• Finalize about me section

S: 12-15-2024

• Meeting to discuss any concerns/finalize website

M: 12-16-2024

• Final touches, render all sections, host on GU Domains