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Storefront Businesses - South Goose Hollow

Ethan Morehouse

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Selecting a Study Area

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Selecting a Study Area

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Collecting Addresses

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Methodology

Geocode Addresses -> Buffer Point Data -> Spatial Join to Buildings

(some data manipulation)

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Methodology

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->

Join

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Methodology

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Join One - to - Many:

  • Keeps Individual Point Data (Businesses)
  • Loses sum of points

Join One - to - One:

  • Loses Individual Point Data
  • Can calculate building stats

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Methodology

Benefits:

  • Fast
  • Scalable to large datasets

Drawbacks:

  • Accuracy

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What is the Percentage of Vacancy for All Surveyed Buildings?

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What is the % of Vacancy for All Surveyed Buildings?

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Join One - to - One:

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->

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Does Proximity to an LRT Stop Decrease Vacancy?

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Does Census Tract Income Impact Business Vacancy?

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Questions?