data science academy student demo day--chang wang, dogs breeds in nyc

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Dogs in NYC By Chang Wang NYC Data Science Academy

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Data Science Academy, Student Demo day, Data science by R, Vivian S. Zhang, see www.nycdatascience.com for more details.

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Page 1: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Dogs in NYC

By Chang Wang

NYC Data Science Academy

Page 2: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Dogs in NYC

Chang Wang

Page 3: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

“The most widespread form of interspecies bonding occurs between humans and dogs.”

-- “Dogs make us human”

Page 5: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc
Page 6: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Data

Page 7: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Issue: focus on the following aspects

Numbers, Gender, Breeds, Age, Color, Guard or Trained, Size.

Page 8: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Packages

Page 9: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Number

Gender

Page 10: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Number + Gender

Page 11: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Breed

Page 12: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

10 Most Popular Breeds in NYC

Page 13: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

10 Most Popular Breeds in NYC

Trophy

No.1Yorkshire Terrier

No.2Shih Tzu

No.3Chihuahua

Maltese Labrador Retriever

Pit Bull Lab Crossbreed

Beagle Cocker Spaniel

Pomeranian

Page 14: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Breed Map

Page 15: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Breed Map

Page 16: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Agezoo: S3 Infrastructure for Regular and Irregular Time Series (Z's ordered observations)

Jan-00(charatctor)

M-Y Jan-00(date)

To now Numbers of Days

ZOO

Jan-1-2000

Page 17: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Color - Dominant

Page 18: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

ColorsWhich kind of dogs are most popular? One color? Two colors? Or three colors?

Page 19: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Guard or Trained

Page 20: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Size

Page 21: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Size

Page 22: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Discussion

Color

Breed

Size

Number… …

Page 23: Data Science Academy Student Demo day--Chang Wang, dogs breeds in nyc

Thanks!