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destination relationship to surrounding retail landscape feature engineering #8

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knu2xs opened this issue Feb 27, 2020 · 0 comments
Open

destination relationship to surrounding retail landscape feature engineering #8

knu2xs opened this issue Feb 27, 2020 · 0 comments
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enhancement New feature or request

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@knu2xs
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knu2xs commented Feb 27, 2020 •
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Feature engineering modeling the relationship between a store brand location and the surrounding retail landscape quantifying...

  • cannibalization - proximity relationship between stores of the same brand
  • competition
    • proximity relationship between stores of different brands
    • track brand name to include as factor
    • track category using NAICS/SIC to include as factor
  • complimentary
    • stores in immediate proximity (likely just very near measured in straight line distance)
    • track brand name to include as factor
    • track category using NAICS/SIC to include as factor
      • since truncated NAICS/SIC codes represent meta-categories, may be useful to use as well
@knu2xs knu2xs added the enhancement New feature or request label Feb 27, 2020
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