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Animal Welfare Adoption Data
Data Science and Analytics
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About
This dataset offers insights into factors influencing pet adoption rates. It provides a detailed look into various elements that can affect the likelihood of a pet being adopted from a shelter, covering numerous characteristics and attributes of the animals. Generated for educational purposes, this synthetic dataset is ideal for data science and machine learning projects, supporting research and initiatives focused on increasing pet adoption rates and helping more pets find their permanent homes.
Columns
- PetID: A unique identifier assigned to each pet.
- PetType: Specifies the type of animal, such as Dog, Cat, Bird, or Rabbit.
- Breed: Indicates the specific breed of the pet.
- AgeMonths: The age of the pet, measured in months.
- Color: Describes the color of the pet.
- Size: Categorises the pet's size (e.g., Small, Medium, Large).
- WeightKg: The weight of the pet in kilograms.
- Vaccinated: Represents the pet's vaccination status (0 for not vaccinated, 1 for vaccinated).
- HealthCondition: Indicates the pet's health status (0 for healthy, 1 for medical condition).
- TimeInShelterDays: The duration, in days, that the pet has spent in the shelter.
- AdoptionFee: The monetary fee charged for adopting the pet, in dollars.
- PreviousOwner: Denotes whether the pet had a previous owner (0 for no, 1 for yes).
- AdoptionLikelihood: The predicted likelihood of the pet being adopted (0 for unlikely, 1 for likely).
Distribution
The dataset is provided as a CSV file,
pet_adoption_data.csv, approximately 135.44 kB in size. It contains 13 columns and consists of 2007 records, with no missing values. This is a synthetic dataset.Usage
This dataset is well-suited for data scientists and analysts keen on understanding and forecasting pet adoption trends. It can be utilised for:
- Developing predictive models to assess the probability of pet adoption.
- Analysing the influence of different factors on adoption rates.
- Formulating strategies to enhance adoption rates within animal shelters.
- General data science and machine learning projects.
Coverage
This is a synthetic dataset created for educational purposes. It was collected during a specific period, meaning it should not be used to generalise pet adoption behaviour beyond its original scope. No specific geographic or demographic coverage is available for this generated data.
License
the Attribution 4.0 International (CC BY 4.0)
Who Can Use It
Intended users include data scientists and analysts who are interested in:
- Predicting pet adoption outcomes.
- Investigating factors that impact adoption success.
- Creating initiatives to boost adoption figures in shelters.
- Anyone undertaking data science and machine learning projects.
Dataset Name Suggestions
- Pet Adoption Status Prediction
- Shelter Pet Adoption Insights
- Animal Welfare Adoption Data
- Predicting Pet Homing Success
- Furry Friend Adoption Data
Attributes
Original Data Source: Animal Welfare Adoption Data
QUALITY