- Initiative: Green Jobs – Green New York Initiative 2009 - 2011
- Provide New Yorkers with access to free or low-cost energy assessments, energy upgrade services, low-cost financing, and training for various „green-collar‟ careers
- Subinitiative: The Residential Existing Homes Program
- market transformation program to install comprehensive housing energy-efficient improvements in NY State
Leo Krohne and Lukas Bauerschmidt
Tableau Visualization
- Source: Kaggle
- Shape: 55,000 instances x 29 columns
- Geography of Building
- Project Completion Date
- Total Project Cost
- Total Incentives
- Size of Home
- Volume of Home
- Year Home Built
- Estimated Annual kWh Savings
- Instances: 1 Instance = 1 Energy Efficiency Project
- Check subgoals of Green Jobs – Green New York Initiative
- Investigate if “The Residential Existing Homes Program” subinitiative was successfull
- Defining the key success metric
- Visualization
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Geographical Heatmap
- Which areas of NY State show higher estimated cost efficiencies than other? (Area vs. Estimated Cost Savings)
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Which energy provider is dominantly leading the NY State market?
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What is the impact of Pre-Retrofit Fuel Type on the savings?
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- Linear Regression
- Y = Estimated Cost Savings per Project
- X = Factors that may influence cost savings
- Day 1: Data cleaning and grouping & extracting insights
- Day 2: Further insights & Visualization
- Day 3: Visualization
- (optional: linear regression on elegibility of free audit)
- Day 4: Storytelling & presentation
- Day 5: Presentation of results