https://github.com/peterajhgraham/water_pollution_case_study

Worked on a semester-long case study within Brown's Data Science Institute sourcing, processing, analyzing, visualizing, and summarizing key results and points for our water pollution case study.
https://github.com/peterajhgraham/water_pollution_case_study

data-science state-statistics water-pollution

Last synced: 14 days ago
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Worked on a semester-long case study within Brown's Data Science Institute sourcing, processing, analyzing, visualizing, and summarizing key results and points for our water pollution case study.

• Host: GitHub
• URL: https://github.com/peterajhgraham/water_pollution_case_study
• Owner: peterajhgraham
• Created: 2024-08-24T13:27:48.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-08-24T13:48:51.000Z (3 months ago)
• Last Synced: 2024-08-25T14:45:09.401Z (3 months ago)
• Topics: data-science, state-statistics, water-pollution
• Language: Jupyter Notebook
• Homepage:
• Size: 1.17 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Water Pollution Case Study

Worked on a semester-long group project within Brown's Data Science Institute sourcing, processing, analyzing, visualizing, and summarizing key results and points for our water pollution case study.

## Main Analyses

- Linear/OLS Regression

- LINE Testing

- Principal Component Analysis (PCA)

- Singular Value Decomposition (SVD)

- Anderson-Darling Test

- Durbin-Watson Test

- Breuschpagan Test

## Visualizing our results with Tableau