Dataset

[Cats Dataset] https://www.kaggle.com/datasets/waqi786/cats-dataset

Why did I chose this dataset?

[Placeholder for answer]

Progress

• Picked dataset
• Defined 10 questions
• Answered 10 questions using Pandas
• Added at least one data visualization (using Matplotlib and/or Seaborn) to each single question
• Prepared presentation slides to present at graduation

Questions

• Question 1: What is the average weight of cats?

  • Answer: 6 kg
  • Visualization: ![Q1 Visualization]

• Question 2: What is the average weight of every cat breed?

  • Answer: Abyssinian 5.0 American Shorthair 6.0 Balinese 5.0 Bengal 5.0 Birman 6.0 British Shorthair 6.0 Burmese 5.0 Chartreux 5.0 Cornish Rex 6.0 Devon Rex 5.0 Egyptian Mau 6.0 Exotic Shorthair 6.0 Himalayan 7.0 Maine Coon 6.0 Manx 6.0 Munchkin 6.0 Norwegian Forest 5.0 Ocicat 6.0 Oriental 5.0 Persian 5.0 Ragdoll 5.0 Russian Blue 5.0 Savannah 5.0 Scottish Fold 6.0 Siamese 6.0 Siberian 6.0 Singapura 6.0 Sphynx 5.5 Tonkinese 5.0 Turkish Angora 6.0
  • Visualization: ![Q2 Visualization]

• Question 3: What is the average difference in weight between genders?

  • Answer: Female 2.175279 Male 2.276602
  • Visualization: ![Q3 Visualization]

• Question 4: What is the oldest age for every cat breed?

  • Answer: Abyssinian 19 American Shorthair 19 Balinese 18 Bengal 19 Birman 19 British Shorthair 19 Burmese 19 Chartreux 19 Cornish Rex 19 Devon Rex 19 Egyptian Mau 19 Exotic Shorthair 19 Himalayan 18 Maine Coon 19 Manx 19 Munchkin 19 Norwegian Forest 19 Ocicat 19 Oriental 18 Persian 19 Ragdoll 19 Russian Blue 19 Savannah 19 Scottish Fold 19 Siamese 19 Siberian 19 Singapura 17 Sphynx 19 Tonkinese 19 Turkish Angora 19
  • Visualization: ![Q4 Visualization]alt text

• Question 5: The most common color of a cat?

  • Answer: Tricolor
  • Visualization: ![Q5 Visualization]

• Question 6: The most sourced breed of cat?

  • Answer: Ragdoll
  • Visualization: ![Q6 Visualization]

• Question 7: Does the average weight go up with age?

  • Answer: No, The Average weight stays at around 6 or 5.5 consistently despite age 1 5.0 2 6.0 3 5.0 4 6.0 5 6.0 6 6.0 7 6.0 8 5.0 9 6.0 10 5.0 11 5.0 12 6.0 13 5.0 14 5.5 15 6.0 16 5.5 17 5.0 18 6.0 19 6.0
  • Visualization: ![Q7 Visualization]

• Question 8: Do Bicolor and Tricolor cats weigh more on average?

  • Answer: No, Bicolor and Tricolor cats both weight around 5 kgs on average, which is below average compared to other colored cats.

  • Visualization: ![Q8 Visualization]

• Question 9: What breed do Bicolor/Tricolor cats belong to?

  • Answer: Bicolor - American Shorthair (9 Instances), Tricolor - Scottish Fold (6 Instances)
  • Visualization: ![Q9 Visualization]

• Question 10: What breed has the most unicolor cats?

  • Answer: Ragdoll
  • Visualization: ![Q10 Visualization]