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Copy file name to clipboardexpand all lines: README.md
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## Project Features
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PET CARE INDUSTRY | BUSINESS INTELLIGENCE | BCG GROWTH-SHARE MATRIX | FEATURE ENGINEERING
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[View the interactive chart of The BCG Growth-Share Matrix in Plotly...](https://plot.ly/~adam.c.dick/2/growth-share-matrix-of-licensed-dogs-in-new-york-by-neighborhood/)
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[The Growth-Share Matrix (a.k.a. The BCG Matrix)](https://hbr.org/2011/12/the-charts-that-changed-the-world)
Data-driven visualization of the pet care industry in New York City based on constituent growth rates and market share, creating four quadrants called Dogs, Question Marks, Stars and Cash Cows.
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[View the interactive chart of The Pet Care Industry BCG Matrix in Plotly...](https://plot.ly/~adam.c.dick/2/growth-share-matrix-of-licensed-dogs-in-new-york-by-neighborhood/)
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<palign="center">
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<imgsrc="/img/01_Growth_Share_Matrix_of_Licensed_Dogs.jpeg"title="The Pet Care Industry BCG Matrix">
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</p>
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-[x]**The BCG Growth-Share Matrix**<br>
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The BCG Matrix evaluates a market based on constituent growth rates and market share, creating four quadrants called Dogs, Question Marks, Stars and Cash Cows.
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-[x]**New York Neighborhoods**<br>
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The New York State Department of Health’s ZIP Code Definitions of New York City Neighborhoods that subdivides the city into 42 manageable Neighborhoods.
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-[x]**Competitor Concentration**<br>
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Concentration Ratios (CR) and Herfindahl-Hirschman Index (HHI) of the total market share held by the top firms in the industry as well as the geographic density by neighborhood.
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Market concentration is a fundamental measure of industry competitiveness, where markets can range between perfect and monopolistic competition.
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-[x]**Market Size**<br>
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5-Year Compound Average Growth Rate (CAGR) from 2014 to 2019 of licensed dogs for each New York City neighborhood.
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By selecting only the active dog licenses in every calendar year, we can calculate the 5-Year Compound Annual Growth Rate (CAGR) from 2014 to 2019 for each neighborhood.
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## Data Products
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YELP FUSION API | NYC OPEN DATA | REQUESTS
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YELP FUSION API | NYC OPENDATA | REQUESTS
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The American Pet Products Association (APPA) [estimates](https://www.americanpetproducts.org/press_releasedetail.asp?id=191) that the pet care industry will exceed $75 billion in 2019, increasing by 3.9% over the previous year. Consumer spending categories are led by pet food ($32 billion), veterinary care ($19 billion) and supplies & OTC medicine ($16 billion).
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