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Dog Breeds

Dataset obtained from DogTime. There are 349 observations (breeds) and 36 features. Dataset are available in different formats:

  • JSON
  • CSV
  • pickle (pandas dataframe)

Dataset

.dtypes

breed                                 object
url                                   object
a_adaptability                         int64
a1_adapts_well_to_apartment_living     int64
a2_good_for_novice_owners              int64
a3_sensitivity_level                   int64
a4_tolerates_being_alone               int64
a5_tolerates_cold_weather              int64
a6_tolerates_hot_weather               int64
b_all_around_friendliness              int64
b1_affectionate_with_family            int64
b2_incredibly_kid_friendly_dogs        int64
b3_dog_friendly                        int64
b4_friendly_toward_strangers           int64
c_health_grooming                      int64
c1_amount_of_shedding                  int64
c2_drooling_potential                  int64
c3_easy_to_groom                       int64
c4_general_health                      int64
c5_potential_for_weight_gain           int64
c6_size                                int64
d_trainability                         int64
d1_easy_to_train                       int64
d2_intelligence                        int64
d3_potential_for_mouthiness            int64
d4_prey_drive                          int64
d5_tendency_to_bark_or_howl            int64
d6_wanderlust_potential                int64
e_exercise_needs                       int64
e1_energy_level                        int64
e2_intensity                           int64
e3_exercise_needs                      int64
e4_potential_for_playfulness           int64
breed_group                           object
height                                object
weight                                object
life_span                             object

.head()

breed url a_adaptability a1_adapts_well_to_apartment_living a2_good_for_novice_owners a3_sensitivity_level a4_tolerates_being_alone a5_tolerates_cold_weather a6_tolerates_hot_weather b_all_around_friendliness b1_affectionate_with_family b2_incredibly_kid_friendly_dogs b3_dog_friendly b4_friendly_toward_strangers c_health_grooming c1_amount_of_shedding c2_drooling_potential c3_easy_to_groom c4_general_health c5_potential_for_weight_gain c6_size d_trainability d1_easy_to_train d2_intelligence d3_potential_for_mouthiness d4_prey_drive d5_tendency_to_bark_or_howl d6_wanderlust_potential e_exercise_needs e1_energy_level e2_intensity e3_exercise_needs e4_potential_for_playfulness breed_group height weight life_span
0 Afador https://dogtime.com/dog-breeds/afador 2 1 1 3 3 4 2 3 4 2 3 1 3 4 3 2 3 4 4 4 1 5 4 4 4 4 4 4 4 4 3 Mixed Breed Dogs 20 to 29 inches 50 to 75 pounds 10 to 12 years
1 Affenhuahua https://dogtime.com/dog-breeds/affenhuahua 3 4 4 4 1 2 3 3 4 3 2 2 3 2 1 4 4 5 1 3 3 3 4 2 4 2 3 4 3 3 3 Mixed Breed Dogs 6 to 12 inches 4 to 12 pounds 13 to 18 years
2 Affenpinscher https://dogtime.com/dog-breeds/affenpinscher 3 5 4 3 1 3 3 3 5 1 4 3 2 1 1 3 4 3 1 3 2 4 4 3 2 2 4 4 3 3 4 Companion Dogs 9 inches to 11 inches tall at the shoulder 7 to 9 pounds 12 to 14 years
3 Afghan Hound https://dogtime.com/dog-breeds/afghan-hound 4 5 3 5 2 5 5 4 5 5 4 2 2 4 1 1 3 1 4 3 1 4 3 5 2 5 4 5 2 4 4 Hound Dogs 2 feet to 2 feet, 4 inches tall at the shoulder 50 to 60 pounds 10 to 12 years
4 Airedale Terrier https://dogtime.com/dog-breeds/airedale-terrier 2 1 2 3 2 3 3 4 4 4 4 3 3 2 1 2 3 4 3 5 4 5 5 5 4 4 5 5 3 5 5 Terrier Dogs 1 foot, 9 inches to 1 foot, 11 inches tall at the shoulder 40 to 65 pounds 10 to 13 years

.tail()

breed url a_adaptability a1_adapts_well_to_apartment_living a2_good_for_novice_owners a3_sensitivity_level a4_tolerates_being_alone a5_tolerates_cold_weather a6_tolerates_hot_weather b_all_around_friendliness b1_affectionate_with_family b2_incredibly_kid_friendly_dogs b3_dog_friendly b4_friendly_toward_strangers c_health_grooming c1_amount_of_shedding c2_drooling_potential c3_easy_to_groom c4_general_health c5_potential_for_weight_gain c6_size d_trainability d1_easy_to_train d2_intelligence d3_potential_for_mouthiness d4_prey_drive d5_tendency_to_bark_or_howl d6_wanderlust_potential e_exercise_needs e1_energy_level e2_intensity e3_exercise_needs e4_potential_for_playfulness breed_group height weight life_span
344 Whoodle https://dogtime.com/dog-breeds/whoodle 3 4 1 3 1 4 2 4 4 4 3 4 3 2 1 3 4 2 3 2 2 4 1 2 1 3 4 4 4 4 4 Mixed Breed Dogs 12 to 20 inches 20 to 45 pounds 12 to 15 years
345 Wirehaired Pointing Griffon https://dogtime.com/dog-breeds/wirehaired-pointing-griffon 3 1 3 4 1 4 3 5 5 5 4 5 3 1 1 3 4 3 3 4 5 5 3 4 4 4 4 5 3 4 5 Sporting Dogs 1 foot, 8 inches to 2 feet tall at the shoulder 50 to 60 pounds 10 to 14 years
346 Xoloitzcuintli https://dogtime.com/dog-breeds/xoloitzuintli 3 5 1 5 1 3 3 3 5 3 2 1 4 5 1 5 5 3 3 4 3 5 3 5 5 5 3 3 3 3 3 Companion Dogs 1 foot, 6 inches to 1 foot, 11 inches tall at the shoulder 10 to 50 pounds 14 to 20 years
347 Yorkipoo https://dogtime.com/dog-breeds/yorkipoo 4 5 5 4 3 2 3 4 5 4 3 2 2 1 1 4 3 2 1 4 4 4 3 3 5 2 4 5 3 3 4 Hybrid Dogs 7 inches to 1 foot, 3 inches tall at the shoulder 3 to 14 pounds 10 to 15 years
348 Yorkshire Terrier https://dogtime.com/dog-breeds/yorkshire-terrier 3 5 4 5 2 2 2 3 4 2 3 2 2 2 1 1 4 2 1 3 3 3 2 2 3 3 5 5 4 4 5 Companion Dogs 8 inches to 9 inches tall at the shoulder 4 to 6 pounds 12 to 15 years

.describe()

a_adaptability a1_adapts_well_to_apartment_living a2_good_for_novice_owners a3_sensitivity_level a4_tolerates_being_alone a5_tolerates_cold_weather a6_tolerates_hot_weather b_all_around_friendliness b1_affectionate_with_family b2_incredibly_kid_friendly_dogs b3_dog_friendly b4_friendly_toward_strangers c_health_grooming c1_amount_of_shedding c2_drooling_potential c3_easy_to_groom c4_general_health c5_potential_for_weight_gain c6_size d_trainability d1_easy_to_train d2_intelligence d3_potential_for_mouthiness d4_prey_drive d5_tendency_to_bark_or_howl d6_wanderlust_potential e_exercise_needs e1_energy_level e2_intensity e3_exercise_needs e4_potential_for_playfulness
count 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349 349
mean 3.0659 3.05731 2.88252 3.74212 2.04585 3.23782 2.98567 4.01719 4.64183 4.08596 3.4957 3.33524 3.03725 3 1.7765 3.3553 3.47851 3.34957 2.87106 3.45559 3.48711 4.07736 3.06304 3.4212 3.07736 3.20917 4.06017 4.09169 3.29799 3.98854 4.3467
std 0.52927 1.50177 1.17955 0.842122 0.921123 1.16617 0.901672 0.765448 0.57792 0.97294 1.10021 1.11646 0.593344 1.22709 1.10974 1.29759 0.927066 0.918132 1.14621 0.617191 1.08171 0.721013 0.968785 1.15107 1.14082 1.20551 0.765147 0.882567 1.01002 0.958858 0.756293
min 2 1 1 2 1 1 1 1 2 1 1 1 2 1 1 1 1 1 1 2 1 1 1 1 1 1 2 2 1 1 1
25% 3 2 2 3 1 2 2 4 4 4 3 3 3 2 1 2 3 3 2 3 3 4 2 3 2 2 4 4 3 3 4
50% 3 3 3 4 2 3 3 4 5 4 4 3 3 3 1 3 4 3 3 3 4 4 3 3 3 3 4 4 3 4 4
75% 3 4 4 4 3 4 4 5 5 5 4 4 3 4 2 4 4 4 4 4 4 5 4 4 4 4 5 5 4 5 5
max 4 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5

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