USC Sustainability Case Competition - April 2022

Team Red goes Green explores the USC Sustainability inititatves and current trends in energy use to work toward carbon neutrality. The team gives four suggestions from the data to better support the University's objectives and movement toward a greener campus.
Members Amrita Ligga, Ankita Sachan, Alyssa Lopez, Keshav Srinivasan completed exploratory analysis, kMeans clutering with PCA representations, perception graphing of time-series regression output, and a deep dive case study of identified buildings at risk.

Final Presentation:

Exploratory Analysis:

Risk Assessment Data Tools:

Peer Comparisons:

Dataset:

Name		Name	Last commit message	Last commit date
Case Comp Time Series (1).R		Case Comp Time Series (1).R
Case_Comp_EDA_Clusters.ipynb		Case_Comp_EDA_Clusters.ipynb
Case_Comp_Trends.ipynb		Case_Comp_Trends.ipynb
Excel_to_CSV.ipynb		Excel_to_CSV.ipynb
MSBA Sustainability Comp (1).Rmd		MSBA Sustainability Comp (1).Rmd
README.md		README.md
Team Red goes Green.pdf		Team Red goes Green.pdf
UPC Reference Data.xlsx		UPC Reference Data.xlsx
UPC Utility Data 2018-2021.xlsx		UPC Utility Data 2018-2021.xlsx
Word Cloud.ipynb		Word Cloud.ipynb
aashe.csv		aashe.csv
aashe.ipynb		aashe.ipynb
chill_water.csv		chill_water.csv
elec.csv		elec.csv
energy_star.csv		energy_star.csv
ladwp_carbon.csv		ladwp_carbon.csv
nat_gas.csv		nat_gas.csv
sqft.csv		sqft.csv
sustainability_plan.txt		sustainability_plan.txt
water.csv		water.csv

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