About this Dataset

Predict New York Dog Bites

LINK TO: Source

Author: Andy

Dog Bites Data Description

This dataset contains records of dog bite incidents, with detailed information about the dog, the location, and the circumstances of each bite. Below is an overview of the dataset structure and the key attributes:

Columns

UniqueID:
- Description: A unique identifier for each dog bite record.
- Type: Integer
DateOfBite:
- Description: The date on which the dog bite occurred.
- Type: String (Date format: Month Day, Year)
Species:
- Description: The species involved in the bite (primarily "DOG").
- Type: String
Breed:
- Description: The breed of the dog involved in the bite, with some records marked as "UNKNOWN" or other values like "Mixed/Other".
- Type: String
Age:
- Description: The age of the dog involved in the bite (in years). Some records have missing values.
- Type: Float (may contain NaN)
Gender:
- Description: The gender of the dog involved, where "M" stands for Male, "F" for Female, and "U" for Unknown.
- Type: String
SpayNeuter:
- Description: A boolean indicating whether the dog was spayed or neutered at the time of the bite.
- Values:
  - True: Spayed/Neutered
  - False: Not spayed/neutered
- Type: Boolean
Borough:
- Description: The borough in New York City where the dog bite occurred (e.g., Brooklyn, Manhattan, etc.).
- Type: String
ZipCode:
- Description: The zip code of the location where the dog bite occurred.
- Type: String (may contain NaN)

Tables

Dog Bites Data

@kaggle.stealthtechnologies_predict_new_york_dog_bites.dog_bites_data

240.48 KB
22663 rows
9 columns


CREATE TABLE dog_bites_data (
  "uniqueid" BIGINT,
  "dateofbite" VARCHAR,
  "species" VARCHAR,
  "breed" VARCHAR,
  "age" VARCHAR,
  "gender" VARCHAR,
  "spayneuter" BOOLEAN,
  "borough" VARCHAR,
  "zipcode" VARCHAR
);