diff --git a/README.md b/README.md
index 4d4a5e96..75da8c23 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
-# Welcome to your Final Project!
+# Welcome to your Final Project!
## Content
- [Project Description](#project-description)
diff --git a/your-project/EDA.ipynb b/your-project/EDA.ipynb
new file mode 100644
index 00000000..f750cc3d
--- /dev/null
+++ b/your-project/EDA.ipynb
@@ -0,0 +1,4825 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Data Cleaning"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 109,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import re\n",
+ "import pandas as pd\n",
+ "import matplotlib\n",
+ "import matplotlib.pyplot as plt\n",
+ "import numpy as np"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# # Functions\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 110,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#Import data \n",
+ "\n",
+ "dt = pd.read_csv('shelter-animal-outcomes/train.csv')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 111,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
| \n", + " | AnimalID | \n", + "Name | \n", + "DateTime | \n", + "OutcomeType | \n", + "OutcomeSubtype | \n", + "AnimalType | \n", + "SexuponOutcome | \n", + "AgeuponOutcome | \n", + "Breed | \n", + "Color | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "A671945 | \n", + "Hambone | \n", + "2014-02-12 18:22:00 | \n", + "Return_to_owner | \n", + "NaN | \n", + "Dog | \n", + "Neutered Male | \n", + "1 year | \n", + "Shetland Sheepdog Mix | \n", + "Brown/White | \n", + "
| 1 | \n", + "A656520 | \n", + "Emily | \n", + "2013-10-13 12:44:00 | \n", + "Euthanasia | \n", + "Suffering | \n", + "Cat | \n", + "Spayed Female | \n", + "1 year | \n", + "Domestic Shorthair Mix | \n", + "Cream Tabby | \n", + "
| 2 | \n", + "A686464 | \n", + "Pearce | \n", + "2015-01-31 12:28:00 | \n", + "Adoption | \n", + "Foster | \n", + "Dog | \n", + "Neutered Male | \n", + "2 years | \n", + "Pit Bull Mix | \n", + "Blue/White | \n", + "
| 3 | \n", + "A683430 | \n", + "NaN | \n", + "2014-07-11 19:09:00 | \n", + "Transfer | \n", + "Partner | \n", + "Cat | \n", + "Intact Male | \n", + "3 weeks | \n", + "Domestic Shorthair Mix | \n", + "Blue Cream | \n", + "
| 4 | \n", + "A667013 | \n", + "NaN | \n", + "2013-11-15 12:52:00 | \n", + "Transfer | \n", + "Partner | \n", + "Dog | \n", + "Neutered Male | \n", + "2 years | \n", + "Lhasa Apso/Miniature Poodle | \n", + "Tan | \n", + "
| \n", + " | Name | \n", + "DateTime | \n", + "OutcomeType | \n", + "OutcomeSubtype | \n", + "AnimalType | \n", + "SexuponOutcome | \n", + "AgeuponOutcome | \n", + "Breed | \n", + "Color | \n", + "
|---|---|---|---|---|---|---|---|---|---|
| AnimalID | \n", + "\n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " |
| A671945 | \n", + "Hambone | \n", + "2014-02-12 18:22:00 | \n", + "Return_to_owner | \n", + "NaN | \n", + "Dog | \n", + "Neutered Male | \n", + "1 year | \n", + "Shetland Sheepdog Mix | \n", + "Brown/White | \n", + "
| A656520 | \n", + "Emily | \n", + "2013-10-13 12:44:00 | \n", + "Died | \n", + "Suffering | \n", + "Cat | \n", + "Spayed Female | \n", + "1 year | \n", + "Domestic Shorthair Mix | \n", + "Cream Tabby | \n", + "
| A686464 | \n", + "Pearce | \n", + "2015-01-31 12:28:00 | \n", + "Adoption | \n", + "Foster | \n", + "Dog | \n", + "Neutered Male | \n", + "2 years | \n", + "Pit Bull Mix | \n", + "Blue/White | \n", + "
| A683430 | \n", + "NaN | \n", + "2014-07-11 19:09:00 | \n", + "Transfer | \n", + "Partner | \n", + "Cat | \n", + "Intact Male | \n", + "3 weeks | \n", + "Domestic Shorthair Mix | \n", + "Blue Cream | \n", + "
| A667013 | \n", + "NaN | \n", + "2013-11-15 12:52:00 | \n", + "Transfer | \n", + "Partner | \n", + "Dog | \n", + "Neutered Male | \n", + "2 years | \n", + "Lhasa Apso/Miniature Poodle | \n", + "Tan | \n", + "
| ... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "
| A702446 | \n", + "NaN | \n", + "2015-05-14 11:56:00 | \n", + "Transfer | \n", + "Partner | \n", + "Cat | \n", + "Intact Male | \n", + "1 month | \n", + "Domestic Shorthair Mix | \n", + "Brown Tabby/White | \n", + "
| A718934 | \n", + "NaN | \n", + "2016-01-20 18:59:00 | \n", + "Transfer | \n", + "SCRP | \n", + "Cat | \n", + "Spayed Female | \n", + "3 months | \n", + "Domestic Shorthair Mix | \n", + "Brown Tabby | \n", + "
| A698128 | \n", + "Zeus | \n", + "2015-03-09 13:33:00 | \n", + "Adoption | \n", + "NaN | \n", + "Dog | \n", + "Neutered Male | \n", + "4 years | \n", + "Old English Bulldog Mix | \n", + "White/Tan | \n", + "
| A677478 | \n", + "NaN | \n", + "2014-04-27 12:22:00 | \n", + "Transfer | \n", + "Partner | \n", + "Cat | \n", + "Intact Male | \n", + "4 weeks | \n", + "Domestic Shorthair Mix | \n", + "Black | \n", + "
| A706629 | \n", + "NaN | \n", + "2015-07-02 09:00:00 | \n", + "Transfer | \n", + "SCRP | \n", + "Cat | \n", + "Intact Male | \n", + "1 year | \n", + "Domestic Shorthair Mix | \n", + "Brown Tabby/White | \n", + "
26729 rows × 9 columns
\n", + "| \n", + " | Name | \n", + "DateTime | \n", + "OutcomeType | \n", + "AnimalType | \n", + "SexuponOutcome | \n", + "AgeuponOutcome | \n", + "Breed | \n", + "Color | \n", + "
|---|---|---|---|---|---|---|---|---|
| AnimalID | \n", + "\n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " |
| A671945 | \n", + "Hambone | \n", + "2014-02-12 18:22:00 | \n", + "Return_to_owner | \n", + "Dog | \n", + "Neutered Male | \n", + "1 year | \n", + "Shetland Sheepdog Mix | \n", + "Brown/White | \n", + "
| A656520 | \n", + "Emily | \n", + "2013-10-13 12:44:00 | \n", + "Died | \n", + "Cat | \n", + "Spayed Female | \n", + "1 year | \n", + "Domestic Shorthair Mix | \n", + "Cream Tabby | \n", + "
| A686464 | \n", + "Pearce | \n", + "2015-01-31 12:28:00 | \n", + "Adoption | \n", + "Dog | \n", + "Neutered Male | \n", + "2 years | \n", + "Pit Bull Mix | \n", + "Blue/White | \n", + "
| A683430 | \n", + "NaN | \n", + "2014-07-11 19:09:00 | \n", + "Transfer | \n", + "Cat | \n", + "Intact Male | \n", + "3 weeks | \n", + "Domestic Shorthair Mix | \n", + "Blue Cream | \n", + "
| A667013 | \n", + "NaN | \n", + "2013-11-15 12:52:00 | \n", + "Transfer | \n", + "Dog | \n", + "Neutered Male | \n", + "2 years | \n", + "Lhasa Apso/Miniature Poodle | \n", + "Tan | \n", + "
| ... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "
| A702446 | \n", + "NaN | \n", + "2015-05-14 11:56:00 | \n", + "Transfer | \n", + "Cat | \n", + "Intact Male | \n", + "1 month | \n", + "Domestic Shorthair Mix | \n", + "Brown Tabby/White | \n", + "
| A718934 | \n", + "NaN | \n", + "2016-01-20 18:59:00 | \n", + "Transfer | \n", + "Cat | \n", + "Spayed Female | \n", + "3 months | \n", + "Domestic Shorthair Mix | \n", + "Brown Tabby | \n", + "
| A698128 | \n", + "Zeus | \n", + "2015-03-09 13:33:00 | \n", + "Adoption | \n", + "Dog | \n", + "Neutered Male | \n", + "4 years | \n", + "Old English Bulldog Mix | \n", + "White/Tan | \n", + "
| A677478 | \n", + "NaN | \n", + "2014-04-27 12:22:00 | \n", + "Transfer | \n", + "Cat | \n", + "Intact Male | \n", + "4 weeks | \n", + "Domestic Shorthair Mix | \n", + "Black | \n", + "
| A706629 | \n", + "NaN | \n", + "2015-07-02 09:00:00 | \n", + "Transfer | \n", + "Cat | \n", + "Intact Male | \n", + "1 year | \n", + "Domestic Shorthair Mix | \n", + "Brown Tabby/White | \n", + "
26729 rows × 8 columns
\n", + "| \n", + " | Name | \n", + "DateTime | \n", + "OutcomeType | \n", + "AnimalType | \n", + "SexuponOutcome | \n", + "AgeuponOutcome | \n", + "Breed | \n", + "Color | \n", + "
|---|---|---|---|---|---|---|---|---|
| AnimalID | \n", + "\n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " |
| A671945 | \n", + "Hambone | \n", + "2014-02-12 18:22:00 | \n", + "Return_to_owner | \n", + "Dog | \n", + "Neutered Male | \n", + "1 year | \n", + "Shetland Sheepdog Mix | \n", + "Brown/White | \n", + "
| A667013 | \n", + "NaN | \n", + "2013-11-15 12:52:00 | \n", + "Transfer | \n", + "Dog | \n", + "Neutered Male | \n", + "2 years | \n", + "Lhasa Apso/Miniature Poodle | \n", + "Tan | \n", + "
| A677334 | \n", + "Elsa | \n", + "2014-04-25 13:04:00 | \n", + "Transfer | \n", + "Dog | \n", + "Intact Female | \n", + "1 month | \n", + "Cairn Terrier/Chihuahua Shorthair | \n", + "Black/Tan | \n", + "
| A671784 | \n", + "Lucy | \n", + "2014-02-04 17:17:00 | \n", + "Adoption | \n", + "Dog | \n", + "Spayed Female | \n", + "5 months | \n", + "American Pit Bull Terrier Mix | \n", + "Red/White | \n", + "
| A677747 | \n", + "NaN | \n", + "2014-05-03 07:48:00 | \n", + "Adoption | \n", + "Dog | \n", + "Spayed Female | \n", + "1 year | \n", + "Cairn Terrier | \n", + "White | \n", + "
| ... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "
| A697158 | \n", + "Max | \n", + "2015-05-02 21:04:00 | \n", + "Adoption | \n", + "Dog | \n", + "Neutered Male | \n", + "2 months | \n", + "Newfoundland Mix | \n", + "White/Black | \n", + "
| A519949 | \n", + "Bella | \n", + "2014-06-30 17:34:00 | \n", + "Return_to_owner | \n", + "Dog | \n", + "Spayed Female | \n", + "9 years | \n", + "Bullmastiff Mix | \n", + "Black | \n", + "
| A701044 | \n", + "NaN | \n", + "2015-04-28 14:26:00 | \n", + "Adoption | \n", + "Dog | \n", + "Neutered Male | \n", + "2 months | \n", + "Siberian Husky/German Shepherd | \n", + "Black/Tricolor | \n", + "
| A716997 | \n", + "Zeus | \n", + "2016-01-29 18:52:00 | \n", + "Adoption | \n", + "Dog | \n", + "Neutered Male | \n", + "6 years | \n", + "Staffordshire Mix | \n", + "Blue/White | \n", + "
| A698128 | \n", + "Zeus | \n", + "2015-03-09 13:33:00 | \n", + "Adoption | \n", + "Dog | \n", + "Neutered Male | \n", + "4 years | \n", + "Old English Bulldog Mix | \n", + "White/Tan | \n", + "
10950 rows × 8 columns
\n", + "| \n", + " | OutcomeType | \n", + "
|---|---|
| DateTime | \n", + "\n", + " |
| 2013 | \n", + "434 | \n", + "
| 2014 | \n", + "1880 | \n", + "
| 2015 | \n", + "2167 | \n", + "
| 2016 | \n", + "305 | \n", + "
| \n", + " | Name | \n", + "OutcomeType | \n", + "AnimalType | \n", + "SexuponOutcome | \n", + "AgeuponOutcome | \n", + "Breed | \n", + "Color | \n", + "day | \n", + "month | \n", + "year | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|
| AnimalID | \n", + "\n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " |
| A667395 | \n", + "Diego | \n", + "Return_to_owner | \n", + "Dog | \n", + "NaN | \n", + "7 years | \n", + "Rare | \n", + "Brown Merle | \n", + "27 | \n", + "11 | \n", + "2013 | \n", + "
| \n", + " | Name | \n", + "OutcomeType | \n", + "AnimalType | \n", + "AgeuponOutcome | \n", + "Breed | \n", + "Color | \n", + "day | \n", + "month | \n", + "year | \n", + "Genere | \n", + "Spayed/Neutered | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|
| AnimalID | \n", + "\n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " |
| A671945 | \n", + "Hambone | \n", + "Return_to_owner | \n", + "Dog | \n", + "1 year | \n", + "Rare_Mix | \n", + "Brown/White | \n", + "12 | \n", + "2 | \n", + "2014 | \n", + "Male | \n", + "1 | \n", + "
| A656520 | \n", + "Emily | \n", + "Died | \n", + "Cat | \n", + "1 year | \n", + "Domestic Shorthair Mix | \n", + "Cream Tabby | \n", + "13 | \n", + "10 | \n", + "2013 | \n", + "Female | \n", + "1 | \n", + "
| A686464 | \n", + "Pearce | \n", + "Adoption | \n", + "Dog | \n", + "2 years | \n", + "Pit Bull Mix | \n", + "Blue/White | \n", + "31 | \n", + "1 | \n", + "2015 | \n", + "Male | \n", + "1 | \n", + "
| A683430 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "3 weeks | \n", + "Domestic Shorthair Mix | \n", + "Blue Cream | \n", + "11 | \n", + "7 | \n", + "2014 | \n", + "Male | \n", + "0 | \n", + "
| A667013 | \n", + "NaN | \n", + "Transfer | \n", + "Dog | \n", + "2 years | \n", + "Rare_Double | \n", + "Tan | \n", + "15 | \n", + "11 | \n", + "2013 | \n", + "Male | \n", + "1 | \n", + "
| \n", + " | Name | \n", + "OutcomeType | \n", + "AnimalType | \n", + "AgeuponOutcome | \n", + "Breed | \n", + "Color | \n", + "day | \n", + "month | \n", + "year | \n", + "Genere | \n", + "Spayed/Neutered | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|
| AnimalID | \n", + "\n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " |
| A720674 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "NaN | \n", + "Domestic Shorthair Mix | \n", + "Blue Tabby/White | \n", + "16 | \n", + "2 | \n", + "2016 | \n", + "Male | \n", + "0 | \n", + "
| A720973 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "NaN | \n", + "Domestic Shorthair Mix | \n", + "Gray Tabby | \n", + "18 | \n", + "2 | \n", + "2016 | \n", + "Unknown | \n", + "0 | \n", + "
| A720820 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "NaN | \n", + "Domestic Shorthair Mix | \n", + "Brown Tabby | \n", + "16 | \n", + "2 | \n", + "2016 | \n", + "Female | \n", + "0 | \n", + "
| A721076 | \n", + "NaN | \n", + "Died | \n", + "Dog | \n", + "NaN | \n", + "Rare_Mix | \n", + "White | \n", + "20 | \n", + "2 | \n", + "2016 | \n", + "Male | \n", + "0 | \n", + "
| A720422 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "NaN | \n", + "Domestic Shorthair Mix | \n", + "Brown Tabby | \n", + "9 | \n", + "2 | \n", + "2016 | \n", + "Female | \n", + "0 | \n", + "
| A720697 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "NaN | \n", + "Domestic Shorthair Mix | \n", + "Black | \n", + "16 | \n", + "2 | \n", + "2016 | \n", + "Female | \n", + "1 | \n", + "
| A720640 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "NaN | \n", + "Domestic Shorthair Mix | \n", + "Black Tabby/White | \n", + "16 | \n", + "2 | \n", + "2016 | \n", + "Unknown | \n", + "0 | \n", + "
| A720636 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "NaN | \n", + "Domestic Shorthair Mix | \n", + "Black | \n", + "16 | \n", + "2 | \n", + "2016 | \n", + "Unknown | \n", + "0 | \n", + "
| A720701 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "NaN | \n", + "Domestic Shorthair Mix | \n", + "Blue Tabby/White | \n", + "16 | \n", + "2 | \n", + "2016 | \n", + "Male | \n", + "0 | \n", + "
| A720782 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "NaN | \n", + "Domestic Shorthair Mix | \n", + "Torbie | \n", + "16 | \n", + "2 | \n", + "2016 | \n", + "Female | \n", + "0 | \n", + "
| A720780 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "NaN | \n", + "Domestic Shorthair Mix | \n", + "Brown Tabby | \n", + "16 | \n", + "2 | \n", + "2016 | \n", + "Female | \n", + "0 | \n", + "
| A720653 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "NaN | \n", + "Domestic Shorthair Mix | \n", + "Tortie | \n", + "16 | \n", + "2 | \n", + "2016 | \n", + "Female | \n", + "0 | \n", + "
| A720652 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "NaN | \n", + "Domestic Shorthair Mix | \n", + "Blue | \n", + "16 | \n", + "2 | \n", + "2016 | \n", + "Male | \n", + "0 | \n", + "
| A720534 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "NaN | \n", + "Domestic Shorthair Mix | \n", + "Brown Tabby/White | \n", + "11 | \n", + "2 | \n", + "2016 | \n", + "Female | \n", + "0 | \n", + "
| A720781 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "NaN | \n", + "Domestic Shorthair Mix | \n", + "Brown Tabby | \n", + "16 | \n", + "2 | \n", + "2016 | \n", + "Unknown | \n", + "0 | \n", + "
| A720908 | \n", + "NaN | \n", + "Died | \n", + "Cat | \n", + "NaN | \n", + "Domestic Longhair Mix | \n", + "Cream Tabby | \n", + "17 | \n", + "2 | \n", + "2016 | \n", + "Male | \n", + "0 | \n", + "
| A721113 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "NaN | \n", + "Domestic Shorthair Mix | \n", + "Black | \n", + "21 | \n", + "2 | \n", + "2016 | \n", + "Female | \n", + "0 | \n", + "
| A720502 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "NaN | \n", + "Domestic Shorthair Mix | \n", + "Black | \n", + "10 | \n", + "2 | \n", + "2016 | \n", + "Male | \n", + "0 | \n", + "
| \n", + " | Name | \n", + "OutcomeType | \n", + "AnimalType | \n", + "Age_Months | \n", + "Breed | \n", + "Color | \n", + "day | \n", + "month | \n", + "year | \n", + "Genere | \n", + "Spayed/Neutered | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|
| AnimalID | \n", + "\n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " |
| A671945 | \n", + "Hambone | \n", + "Return_to_owner | \n", + "Dog | \n", + "12.00 | \n", + "Rare_Mix | \n", + "Brown/White | \n", + "12 | \n", + "2 | \n", + "2014 | \n", + "Male | \n", + "1 | \n", + "
| A656520 | \n", + "Emily | \n", + "Died | \n", + "Cat | \n", + "12.00 | \n", + "Domestic Shorthair Mix | \n", + "Cream Tabby | \n", + "13 | \n", + "10 | \n", + "2013 | \n", + "Female | \n", + "1 | \n", + "
| A686464 | \n", + "Pearce | \n", + "Adoption | \n", + "Dog | \n", + "24.00 | \n", + "Pit Bull Mix | \n", + "Blue/White | \n", + "31 | \n", + "1 | \n", + "2015 | \n", + "Male | \n", + "1 | \n", + "
| A683430 | \n", + "NaN | \n", + "Transfer | \n", + "Cat | \n", + "0.69 | \n", + "Domestic Shorthair Mix | \n", + "Blue Cream | \n", + "11 | \n", + "7 | \n", + "2014 | \n", + "Male | \n", + "0 | \n", + "
| A667013 | \n", + "NaN | \n", + "Transfer | \n", + "Dog | \n", + "24.00 | \n", + "Rare_Double | \n", + "Tan | \n", + "15 | \n", + "11 | \n", + "2013 | \n", + "Male | \n", + "1 | \n", + "
| \n", + " | Frequency | \n", + "
|---|---|
| Max | \n", + "136 | \n", + "
| Bella | \n", + "135 | \n", + "
| Charlie | \n", + "107 | \n", + "
| Daisy | \n", + "106 | \n", + "
| Lucy | \n", + "94 | \n", + "
| Buddy | \n", + "87 | \n", + "
| Princess | \n", + "86 | \n", + "
| Rocky | \n", + "85 | \n", + "
| Luna | \n", + "68 | \n", + "
| Jack | \n", + "66 | \n", + "
| \n", + " | OutcomeType | \n", + "AnimalType | \n", + "Age_Months | \n", + "Breed | \n", + "day | \n", + "month | \n", + "year | \n", + "Genere | \n", + "Spayed/Neutered | \n", + "Color1 | \n", + "Color2 | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|
| AnimalID | \n", + "\n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " |
| A671945 | \n", + "Return_to_owner | \n", + "Dog | \n", + "12.00 | \n", + "Rare_Mix | \n", + "12 | \n", + "2 | \n", + "2014 | \n", + "Male | \n", + "1 | \n", + "Brown | \n", + "White | \n", + "
| A656520 | \n", + "Died | \n", + "Cat | \n", + "12.00 | \n", + "Domestic Shorthair Mix | \n", + "13 | \n", + "10 | \n", + "2013 | \n", + "Female | \n", + "1 | \n", + "Cream | \n", + "NaN | \n", + "
| A686464 | \n", + "Adoption | \n", + "Dog | \n", + "24.00 | \n", + "Pit Bull Mix | \n", + "31 | \n", + "1 | \n", + "2015 | \n", + "Male | \n", + "1 | \n", + "Blue | \n", + "White | \n", + "
| A683430 | \n", + "Transfer | \n", + "Cat | \n", + "0.69 | \n", + "Domestic Shorthair Mix | \n", + "11 | \n", + "7 | \n", + "2014 | \n", + "Male | \n", + "0 | \n", + "Blue | \n", + "NaN | \n", + "
| A667013 | \n", + "Transfer | \n", + "Dog | \n", + "24.00 | \n", + "Rare_Double | \n", + "15 | \n", + "11 | \n", + "2013 | \n", + "Male | \n", + "1 | \n", + "Tan | \n", + "NaN | \n", + "
| \n", + " | AnimalType | \n", + "Breed | \n", + "Color1 | \n", + "Color2 | \n", + "Genere | \n", + "Spayed/Neutered | \n", + "Age_Months | \n", + "OutcomeType | \n", + "
|---|---|---|---|---|---|---|---|---|
| AnimalID | \n", + "\n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " |
| A671945 | \n", + "Dog | \n", + "Rare_Mix | \n", + "Brown | \n", + "White | \n", + "Male | \n", + "1 | \n", + "12.00 | \n", + "Return_to_owner | \n", + "
| A656520 | \n", + "Cat | \n", + "Domestic Shorthair Mix | \n", + "Cream | \n", + "NaN | \n", + "Female | \n", + "1 | \n", + "12.00 | \n", + "Died | \n", + "
| A686464 | \n", + "Dog | \n", + "Pit Bull Mix | \n", + "Blue | \n", + "White | \n", + "Male | \n", + "1 | \n", + "24.00 | \n", + "Adoption | \n", + "
| A683430 | \n", + "Cat | \n", + "Domestic Shorthair Mix | \n", + "Blue | \n", + "NaN | \n", + "Male | \n", + "0 | \n", + "0.69 | \n", + "Transfer | \n", + "
| A667013 | \n", + "Dog | \n", + "Rare_Double | \n", + "Tan | \n", + "NaN | \n", + "Male | \n", + "1 | \n", + "24.00 | \n", + "Transfer | \n", + "
| \n", + " | AnimalID | \n", + "AnimalType | \n", + "Breed | \n", + "Color1 | \n", + "Color2 | \n", + "Genere | \n", + "Spayed/Neutered | \n", + "Age_Months | \n", + "OutcomeType | \n", + "
|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "A671945 | \n", + "Dog | \n", + "Rare_Mix | \n", + "Brown | \n", + "White | \n", + "Male | \n", + "1 | \n", + "12.00 | \n", + "Return_to_owner | \n", + "
| 1 | \n", + "A656520 | \n", + "Cat | \n", + "Domestic Shorthair Mix | \n", + "Cream | \n", + "NaN | \n", + "Female | \n", + "1 | \n", + "12.00 | \n", + "Died | \n", + "
| 2 | \n", + "A686464 | \n", + "Dog | \n", + "Pit Bull Mix | \n", + "Blue | \n", + "White | \n", + "Male | \n", + "1 | \n", + "24.00 | \n", + "Adoption | \n", + "
| 3 | \n", + "A683430 | \n", + "Cat | \n", + "Domestic Shorthair Mix | \n", + "Blue | \n", + "NaN | \n", + "Male | \n", + "0 | \n", + "0.69 | \n", + "Transfer | \n", + "
| 4 | \n", + "A667013 | \n", + "Dog | \n", + "Rare_Double | \n", + "Tan | \n", + "NaN | \n", + "Male | \n", + "1 | \n", + "24.00 | \n", + "Transfer | \n", + "
| \n", + " | AnimalID | \n", + "AnimalType | \n", + "Breed | \n", + "Color1 | \n", + "Color2 | \n", + "Genere | \n", + "Spayed/Neutered | \n", + "Age_Months | \n", + "OutcomeType | \n", + "Chihuahua Shorthair Mix | \n", + "Domestic Longhair Mix | \n", + "Domestic Medium Hair Mix | \n", + "Domestic Shorthair Mix | \n", + "German Shepherd Mix | \n", + "Labrador Retriever Mix | \n", + "Pit Bull Mix | \n", + "Rare | \n", + "Rare_Double | \n", + "Rare_Mix | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "A671945 | \n", + "Dog | \n", + "Rare_Mix | \n", + "Brown | \n", + "White | \n", + "Male | \n", + "1 | \n", + "12.00 | \n", + "Return_to_owner | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "
| 1 | \n", + "A656520 | \n", + "Cat | \n", + "Domestic Shorthair Mix | \n", + "Cream | \n", + "NaN | \n", + "Female | \n", + "1 | \n", + "12.00 | \n", + "Died | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
| 2 | \n", + "A686464 | \n", + "Dog | \n", + "Pit Bull Mix | \n", + "Blue | \n", + "White | \n", + "Male | \n", + "1 | \n", + "24.00 | \n", + "Adoption | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
| 3 | \n", + "A683430 | \n", + "Cat | \n", + "Domestic Shorthair Mix | \n", + "Blue | \n", + "NaN | \n", + "Male | \n", + "0 | \n", + "0.69 | \n", + "Transfer | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
| 4 | \n", + "A667013 | \n", + "Dog | \n", + "Rare_Double | \n", + "Tan | \n", + "NaN | \n", + "Male | \n", + "1 | \n", + "24.00 | \n", + "Transfer | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| \n", + " | Agouti | \n", + "Apricot | \n", + "Black | \n", + "Blue | \n", + "Brown | \n", + "Buff | \n", + "Calico | \n", + "Chocolate | \n", + "Cream | \n", + "Fawn | \n", + "... | \n", + "Ruddy | \n", + "Sable | \n", + "Seal | \n", + "Silver | \n", + "Tan | \n", + "Torbie | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
| 1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
| 2 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
| 3 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
| 4 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
5 rows × 29 columns
\n", + "| \n", + " | Apricot | \n", + "Black | \n", + "Blue | \n", + "Brown | \n", + "Buff | \n", + "Calico | \n", + "Chocolate | \n", + "Cream | \n", + "Flame | \n", + "Gold | \n", + "... | \n", + "Orange | \n", + "Pink | \n", + "Red | \n", + "Seal | \n", + "Silver | \n", + "Tan | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
| 2 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 3 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
| 4 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
5 rows × 23 columns
\n", + "| \n", + " | Agouti | \n", + "Apricot_x | \n", + "Black_x | \n", + "Blue_x | \n", + "Brown_x | \n", + "Buff_x | \n", + "Calico_x | \n", + "Chocolate_x | \n", + "Cream_x | \n", + "Fawn | \n", + "... | \n", + "Orange_y | \n", + "Pink_y | \n", + "Red_y | \n", + "Seal_y | \n", + "Silver_y | \n", + "Tan_y | \n", + "Tortie_y | \n", + "Tricolor_y | \n", + "White_y | \n", + "Yellow_y | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
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| 2 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 3 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
| 4 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
5 rows × 52 columns
\n", + "| \n", + " | Agouti | \n", + "Apricot | \n", + "Black | \n", + "Blue | \n", + "Brown | \n", + "Buff | \n", + "Calico | \n", + "Chocolate | \n", + "Cream | \n", + "Fawn | \n", + "... | \n", + "Orange | \n", + "Pink | \n", + "Red | \n", + "Seal | \n", + "Silver | \n", + "Tan | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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| 2 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 3 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
| 4 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
5 rows × 52 columns
\n", + "| \n", + " | Agouti | \n", + "Apricot | \n", + "Black | \n", + "Blue | \n", + "Brown | \n", + "Buff | \n", + "Calico | \n", + "Chocolate | \n", + "Cream | \n", + "Fawn | \n", + "... | \n", + "Ruddy | \n", + "Sable | \n", + "Seal | \n", + "Silver | \n", + "Tan | \n", + "Torbie | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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| 2 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 3 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
| 4 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
5 rows × 29 columns
\n", + "| \n", + " | AnimalID | \n", + "AnimalType | \n", + "Breed | \n", + "Color1 | \n", + "Color2 | \n", + "Genere | \n", + "Spayed/Neutered | \n", + "Age_Months | \n", + "OutcomeType | \n", + "
|---|---|---|---|---|---|---|---|---|---|
| 3592 | \n", + "A685868 | \n", + "Cat | \n", + "Domestic Shorthair Mix | \n", + "Agouti | \n", + "NaN | \n", + "Female | \n", + "1 | \n", + "9.0 | \n", + "Return_to_owner | \n", + "
| 16781 | \n", + "A677628 | \n", + "Cat | \n", + "Domestic Shorthair Mix | \n", + "Agouti | \n", + "Brown | \n", + "Male | \n", + "1 | \n", + "2.0 | \n", + "Adoption | \n", + "
| \n", + " | Agouti | \n", + "Apricot | \n", + "Black | \n", + "Blue | \n", + "Brown | \n", + "Buff | \n", + "Calico | \n", + "Chocolate | \n", + "Cream | \n", + "Fawn | \n", + "... | \n", + "Ruddy | \n", + "Sable | \n", + "Seal | \n", + "Silver | \n", + "Tan | \n", + "Torbie | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3592 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
| 16781 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
2 rows × 29 columns
\n", + "| \n", + " | AnimalID | \n", + "AnimalType | \n", + "Breed | \n", + "Color1 | \n", + "Color2 | \n", + "Genere | \n", + "Spayed/Neutered | \n", + "Age_Months | \n", + "OutcomeType | \n", + "Chihuahua Shorthair Mix | \n", + "... | \n", + "Ruddy | \n", + "Sable | \n", + "Seal | \n", + "Silver | \n", + "Tan | \n", + "Torbie | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "A671945 | \n", + "Dog | \n", + "Rare_Mix | \n", + "Brown | \n", + "White | \n", + "Male | \n", + "1 | \n", + "12.00 | \n", + "Return_to_owner | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 1 | \n", + "A656520 | \n", + "Cat | \n", + "Domestic Shorthair Mix | \n", + "Cream | \n", + "NaN | \n", + "Female | \n", + "1 | \n", + "12.00 | \n", + "Died | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
| 2 | \n", + "A686464 | \n", + "Dog | \n", + "Pit Bull Mix | \n", + "Blue | \n", + "White | \n", + "Male | \n", + "1 | \n", + "24.00 | \n", + "Adoption | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 3 | \n", + "A683430 | \n", + "Cat | \n", + "Domestic Shorthair Mix | \n", + "Blue | \n", + "NaN | \n", + "Male | \n", + "0 | \n", + "0.69 | \n", + "Transfer | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
| 4 | \n", + "A667013 | \n", + "Dog | \n", + "Rare_Double | \n", + "Tan | \n", + "NaN | \n", + "Male | \n", + "1 | \n", + "24.00 | \n", + "Transfer | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
5 rows × 48 columns
\n", + "| \n", + " | AnimalID | \n", + "AnimalType | \n", + "Breed | \n", + "Color1 | \n", + "Color2 | \n", + "Genere | \n", + "Spayed/Neutered | \n", + "Age_Months | \n", + "OutcomeType | \n", + "Chihuahua Shorthair Mix | \n", + "... | \n", + "Silver | \n", + "Tan | \n", + "Torbie | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "Female | \n", + "Male | \n", + "Unknown | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "A671945 | \n", + "Dog | \n", + "Rare_Mix | \n", + "Brown | \n", + "White | \n", + "Male | \n", + "1 | \n", + "12.00 | \n", + "Return_to_owner | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 1 | \n", + "A656520 | \n", + "Cat | \n", + "Domestic Shorthair Mix | \n", + "Cream | \n", + "NaN | \n", + "Female | \n", + "1 | \n", + "12.00 | \n", + "Died | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "
| 2 | \n", + "A686464 | \n", + "Dog | \n", + "Pit Bull Mix | \n", + "Blue | \n", + "White | \n", + "Male | \n", + "1 | \n", + "24.00 | \n", + "Adoption | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 3 | \n", + "A683430 | \n", + "Cat | \n", + "Domestic Shorthair Mix | \n", + "Blue | \n", + "NaN | \n", + "Male | \n", + "0 | \n", + "0.69 | \n", + "Transfer | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 4 | \n", + "A667013 | \n", + "Dog | \n", + "Rare_Double | \n", + "Tan | \n", + "NaN | \n", + "Male | \n", + "1 | \n", + "24.00 | \n", + "Transfer | \n", + "0 | \n", + "... | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
5 rows × 51 columns
\n", + "| \n", + " | AnimalType | \n", + "Spayed/Neutered | \n", + "Age_Months | \n", + "OutcomeType | \n", + "Chihuahua Shorthair Mix | \n", + "Domestic Longhair Mix | \n", + "Domestic Medium Hair Mix | \n", + "Domestic Shorthair Mix | \n", + "German Shepherd Mix | \n", + "Labrador Retriever Mix | \n", + "... | \n", + "Silver | \n", + "Tan | \n", + "Torbie | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "Female | \n", + "Male | \n", + "Unknown | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "Dog | \n", + "1 | \n", + "12.00 | \n", + "Return_to_owner | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 1 | \n", + "Cat | \n", + "1 | \n", + "12.00 | \n", + "Died | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "
| 2 | \n", + "Dog | \n", + "1 | \n", + "24.00 | \n", + "Adoption | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 3 | \n", + "Cat | \n", + "0 | \n", + "0.69 | \n", + "Transfer | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 4 | \n", + "Dog | \n", + "1 | \n", + "24.00 | \n", + "Transfer | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
5 rows × 46 columns
\n", + "| \n", + " | AnimalType | \n", + "Spayed/Neutered | \n", + "Age_Months | \n", + "OutcomeType | \n", + "Chihuahua Shorthair Mix | \n", + "Domestic Longhair Mix | \n", + "Domestic Medium Hair Mix | \n", + "Domestic Shorthair Mix | \n", + "German Shepherd Mix | \n", + "Labrador Retriever Mix | \n", + "... | \n", + "Silver | \n", + "Tan | \n", + "Torbie | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "Female | \n", + "Male | \n", + "Unknown | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "1 | \n", + "12.00 | \n", + "Return_to_owner | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 1 | \n", + "0 | \n", + "1 | \n", + "12.00 | \n", + "Died | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "
| 2 | \n", + "1 | \n", + "1 | \n", + "24.00 | \n", + "Adoption | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 3 | \n", + "0 | \n", + "0 | \n", + "0.69 | \n", + "Transfer | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 4 | \n", + "1 | \n", + "1 | \n", + "24.00 | \n", + "Transfer | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| ... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "
| 26705 | \n", + "0 | \n", + "0 | \n", + "1.00 | \n", + "Transfer | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 26706 | \n", + "0 | \n", + "1 | \n", + "3.00 | \n", + "Transfer | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "
| 26707 | \n", + "1 | \n", + "1 | \n", + "48.00 | \n", + "Adoption | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 26708 | \n", + "0 | \n", + "0 | \n", + "0.92 | \n", + "Transfer | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 26709 | \n", + "0 | \n", + "0 | \n", + "12.00 | \n", + "Transfer | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
26710 rows × 46 columns
\n", + "| \n", + " | AnimalType | \n", + "Spayed/Neutered | \n", + "Age_Months | \n", + "OutcomeType | \n", + "Chihuahua Shorthair Mix | \n", + "Domestic Longhair Mix | \n", + "Domestic Medium Hair Mix | \n", + "Domestic Shorthair Mix | \n", + "German Shepherd Mix | \n", + "Labrador Retriever Mix | \n", + "... | \n", + "Silver | \n", + "Tan | \n", + "Torbie | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "Female | \n", + "Male | \n", + "Unknown | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "1 | \n", + "12.00 | \n", + "Return_to_owner | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 1 | \n", + "0 | \n", + "1 | \n", + "12.00 | \n", + "Died | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "
| 2 | \n", + "1 | \n", + "1 | \n", + "24.00 | \n", + "Adoption | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 3 | \n", + "0 | \n", + "0 | \n", + "0.69 | \n", + "Transfer | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 4 | \n", + "1 | \n", + "1 | \n", + "24.00 | \n", + "Transfer | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
5 rows × 46 columns
\n", + "| \n", + " | AnimalType | \n", + "Spayed/Neutered | \n", + "Age_Months | \n", + "Chihuahua Shorthair Mix | \n", + "Domestic Longhair Mix | \n", + "Domestic Medium Hair Mix | \n", + "Domestic Shorthair Mix | \n", + "German Shepherd Mix | \n", + "Labrador Retriever Mix | \n", + "Pit Bull Mix | \n", + "... | \n", + "Silver | \n", + "Tan | \n", + "Torbie | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "Female | \n", + "Male | \n", + "Unknown | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| count | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "... | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "
| mean | \n", + "0.583789 | \n", + "0.696294 | \n", + "26.124493 | \n", + "0.066118 | \n", + "0.019431 | \n", + "0.031411 | \n", + "0.329240 | \n", + "0.021528 | \n", + "0.051030 | \n", + "0.071359 | \n", + "... | \n", + "0.004568 | \n", + "0.113478 | \n", + "0.014863 | \n", + "0.023100 | \n", + "0.034145 | \n", + "0.456496 | \n", + "0.010333 | \n", + "0.461363 | \n", + "0.497866 | \n", + "0.040771 | \n", + "
| std | \n", + "0.492939 | \n", + "0.459866 | \n", + "35.588297 | \n", + "0.248492 | \n", + "0.138037 | \n", + "0.174430 | \n", + "0.469946 | \n", + "0.145137 | \n", + "0.220062 | \n", + "0.257428 | \n", + "... | \n", + "0.067431 | \n", + "0.317890 | \n", + "0.121008 | \n", + "0.150224 | \n", + "0.181604 | \n", + "0.499014 | \n", + "0.101497 | \n", + "0.498514 | \n", + "0.500005 | \n", + "0.197764 | \n", + "
| min | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "... | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "
| 25% | \n", + "0.000000 | \n", + "0.000000 | \n", + "2.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "... | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "
| 50% | \n", + "1.000000 | \n", + "1.000000 | \n", + "12.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "... | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "
| 75% | \n", + "1.000000 | \n", + "1.000000 | \n", + "36.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "1.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "... | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "1.000000 | \n", + "0.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "0.000000 | \n", + "
| max | \n", + "1.000000 | \n", + "1.000000 | \n", + "240.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "... | \n", + "1.000000 | \n", + "2.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "2.000000 | \n", + "2.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "
8 rows × 45 columns
\n", + "| \n", + " | Age_Months | \n", + "
|---|---|
| OutcomeType | \n", + "\n", + " |
| Adoption | \n", + "19.728758 | \n", + "
| Died | \n", + "44.114463 | \n", + "
| Return_to_owner | \n", + "49.540033 | \n", + "
| Transfer | \n", + "18.188055 | \n", + "
| OutcomeType | \n", + "Adoption | \n", + "Died | \n", + "Return_to_owner | \n", + "Transfer | \n", + "
|---|---|---|---|---|
| OutcomeType_count | \n", + "\n", + " | \n", + " | \n", + " | \n", + " |
| 0 | \n", + "24.0 | \n", + "12.0 | \n", + "12.0 | \n", + "0.69 | \n", + "
| 1 | \n", + "5.0 | \n", + "36.0 | \n", + "24.0 | \n", + "24.00 | \n", + "
| 2 | \n", + "12.0 | \n", + "36.0 | \n", + "12.0 | \n", + "1.00 | \n", + "
| 3 | \n", + "24.0 | \n", + "72.0 | \n", + "12.0 | \n", + "0.69 | \n", + "
| 4 | \n", + "48.0 | \n", + "132.0 | \n", + "2.0 | \n", + "0.69 | \n", + "
| \n", + " | AnimalType | \n", + "Spayed/Neutered | \n", + "Age_Months | \n", + "OutcomeType | \n", + "Chihuahua Shorthair Mix | \n", + "Domestic Longhair Mix | \n", + "Domestic Medium Hair Mix | \n", + "Domestic Shorthair Mix | \n", + "German Shepherd Mix | \n", + "Labrador Retriever Mix | \n", + "... | \n", + "Silver | \n", + "Tan | \n", + "Torbie | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "Female | \n", + "Male | \n", + "Unknown | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "1 | \n", + "12.00 | \n", + "Return_to_owner | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 1 | \n", + "0 | \n", + "1 | \n", + "12.00 | \n", + "Died | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "
| 2 | \n", + "1 | \n", + "1 | \n", + "24.00 | \n", + "Adoption | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 3 | \n", + "0 | \n", + "0 | \n", + "0.69 | \n", + "Transfer | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 4 | \n", + "1 | \n", + "1 | \n", + "24.00 | \n", + "Transfer | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
5 rows × 46 columns
\n", + "| \n", + " | AnimalType | \n", + "Spayed/Neutered | \n", + "Age_Months | \n", + "OutcomeType | \n", + "Chihuahua Shorthair Mix | \n", + "Domestic Longhair Mix | \n", + "Domestic Medium Hair Mix | \n", + "Domestic Shorthair Mix | \n", + "German Shepherd Mix | \n", + "Labrador Retriever Mix | \n", + "... | \n", + "Silver | \n", + "Tan | \n", + "Torbie | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "Female | \n", + "Male | \n", + "Unknown | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "1 | \n", + "12.00 | \n", + "2 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 1 | \n", + "0 | \n", + "1 | \n", + "12.00 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "
| 2 | \n", + "1 | \n", + "1 | \n", + "24.00 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 3 | \n", + "0 | \n", + "0 | \n", + "0.69 | \n", + "3 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 4 | \n", + "1 | \n", + "1 | \n", + "24.00 | \n", + "3 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| ... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "
| 26705 | \n", + "0 | \n", + "0 | \n", + "1.00 | \n", + "3 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 26706 | \n", + "0 | \n", + "1 | \n", + "3.00 | \n", + "3 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "
| 26707 | \n", + "1 | \n", + "1 | \n", + "48.00 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 26708 | \n", + "0 | \n", + "0 | \n", + "0.92 | \n", + "3 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 26709 | \n", + "0 | \n", + "0 | \n", + "12.00 | \n", + "3 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
26710 rows × 46 columns
\n", + "| \n", + " | AnimalType | \n", + "Spayed/Neutered | \n", + "Age_Months | \n", + "OutcomeType | \n", + "Chihuahua Shorthair Mix | \n", + "Domestic Longhair Mix | \n", + "Domestic Medium Hair Mix | \n", + "Domestic Shorthair Mix | \n", + "German Shepherd Mix | \n", + "Labrador Retriever Mix | \n", + "... | \n", + "Silver | \n", + "Tan | \n", + "Torbie | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "Female | \n", + "Male | \n", + "Unknown | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| count | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "... | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "26710.000000 | \n", + "
| mean | \n", + "0.583789 | \n", + "0.696294 | \n", + "26.124493 | \n", + "1.480270 | \n", + "0.066118 | \n", + "0.019431 | \n", + "0.031411 | \n", + "0.329240 | \n", + "0.021528 | \n", + "0.051030 | \n", + "... | \n", + "0.004568 | \n", + "0.113478 | \n", + "0.014863 | \n", + "0.023100 | \n", + "0.034145 | \n", + "0.456496 | \n", + "0.010333 | \n", + "0.461363 | \n", + "0.497866 | \n", + "0.040771 | \n", + "
| std | \n", + "0.492939 | \n", + "0.459866 | \n", + "35.588297 | \n", + "1.326781 | \n", + "0.248492 | \n", + "0.138037 | \n", + "0.174430 | \n", + "0.469946 | \n", + "0.145137 | \n", + "0.220062 | \n", + "... | \n", + "0.067431 | \n", + "0.317890 | \n", + "0.121008 | \n", + "0.150224 | \n", + "0.181604 | \n", + "0.499014 | \n", + "0.101497 | \n", + "0.498514 | \n", + "0.500005 | \n", + "0.197764 | \n", + "
| min | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "... | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "
| 25% | \n", + "0.000000 | \n", + "0.000000 | \n", + "2.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "... | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "
| 50% | \n", + "1.000000 | \n", + "1.000000 | \n", + "12.000000 | \n", + "2.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "... | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "
| 75% | \n", + "1.000000 | \n", + "1.000000 | \n", + "36.000000 | \n", + "3.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "1.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "... | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "0.000000 | \n", + "1.000000 | \n", + "0.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "0.000000 | \n", + "
| max | \n", + "1.000000 | \n", + "1.000000 | \n", + "240.000000 | \n", + "3.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "... | \n", + "1.000000 | \n", + "2.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "2.000000 | \n", + "2.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "
8 rows × 46 columns
\n", + "| \n", + " | AnimalType | \n", + "Spayed/Neutered | \n", + "Age_Months | \n", + "Chihuahua Shorthair Mix | \n", + "Domestic Longhair Mix | \n", + "Domestic Medium Hair Mix | \n", + "Domestic Shorthair Mix | \n", + "German Shepherd Mix | \n", + "Labrador Retriever Mix | \n", + "Pit Bull Mix | \n", + "... | \n", + "Silver | \n", + "Tan | \n", + "Torbie | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "Female | \n", + "Male | \n", + "Unknown | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AnimalType | \n", + "1.000000 | \n", + "0.274949 | \n", + "0.232324 | \n", + "0.224668 | \n", + "-0.166717 | \n", + "-0.213278 | \n", + "-0.829743 | \n", + "0.125242 | \n", + "0.195800 | \n", + "0.234061 | \n", + "... | \n", + "0.004255 | \n", + "0.300943 | \n", + "-0.145473 | \n", + "-0.182117 | \n", + "0.157084 | \n", + "0.170756 | \n", + "0.085216 | \n", + "0.001671 | \n", + "0.083211 | \n", + "-0.214594 | \n", + "
| Spayed/Neutered | \n", + "0.274949 | \n", + "1.000000 | \n", + "0.184265 | \n", + "0.043362 | \n", + "-0.019686 | \n", + "-0.037896 | \n", + "-0.261810 | \n", + "0.031207 | \n", + "0.061767 | \n", + "0.007864 | \n", + "... | \n", + "0.010930 | \n", + "0.090289 | \n", + "-0.039984 | \n", + "-0.027431 | \n", + "0.047513 | \n", + "0.066093 | \n", + "0.028735 | \n", + "0.038964 | \n", + "0.084621 | \n", + "-0.312166 | \n", + "
| Age_Months | \n", + "0.232324 | \n", + "0.184265 | \n", + "1.000000 | \n", + "0.065247 | \n", + "0.030950 | \n", + "-0.043033 | \n", + "-0.238097 | \n", + "0.008825 | \n", + "0.031882 | \n", + "0.011178 | \n", + "... | \n", + "0.024854 | \n", + "0.066657 | \n", + "-0.036975 | \n", + "-0.028828 | \n", + "0.040408 | \n", + "0.012157 | \n", + "0.034388 | \n", + "0.014666 | \n", + "0.028844 | \n", + "-0.109895 | \n", + "
| Chihuahua Shorthair Mix | \n", + "0.224668 | \n", + "0.043362 | \n", + "0.065247 | \n", + "1.000000 | \n", + "-0.037456 | \n", + "-0.047917 | \n", + "-0.186417 | \n", + "-0.039467 | \n", + "-0.061702 | \n", + "-0.073759 | \n", + "... | \n", + "-0.018024 | \n", + "0.200300 | \n", + "-0.032683 | \n", + "-0.040916 | \n", + "0.039576 | \n", + "-0.009110 | \n", + "0.010023 | \n", + "-0.002347 | \n", + "0.021024 | \n", + "-0.047238 | \n", + "
| Domestic Longhair Mix | \n", + "-0.166717 | \n", + "-0.019686 | \n", + "0.030950 | \n", + "-0.037456 | \n", + "1.000000 | \n", + "-0.025350 | \n", + "-0.098623 | \n", + "-0.020880 | \n", + "-0.032643 | \n", + "-0.039022 | \n", + "... | \n", + "0.006554 | \n", + "-0.050252 | \n", + "0.020814 | \n", + "0.034326 | \n", + "-0.024974 | \n", + "-0.009741 | \n", + "-0.011659 | \n", + "0.010094 | \n", + "-0.014860 | \n", + "0.012124 | \n", + "
| Domestic Medium Hair Mix | \n", + "-0.213278 | \n", + "-0.037896 | \n", + "-0.043033 | \n", + "-0.047917 | \n", + "-0.025350 | \n", + "1.000000 | \n", + "-0.126167 | \n", + "-0.026711 | \n", + "-0.041760 | \n", + "-0.049920 | \n", + "... | \n", + "0.000534 | \n", + "-0.064286 | \n", + "0.036416 | \n", + "0.042321 | \n", + "-0.033859 | \n", + "-0.019786 | \n", + "-0.018334 | \n", + "0.011159 | \n", + "-0.016188 | \n", + "0.012800 | \n", + "
| Domestic Shorthair Mix | \n", + "-0.829743 | \n", + "-0.261810 | \n", + "-0.238097 | \n", + "-0.186417 | \n", + "-0.098623 | \n", + "-0.126167 | \n", + "1.000000 | \n", + "-0.103919 | \n", + "-0.162464 | \n", + "-0.194211 | \n", + "... | \n", + "-0.007287 | \n", + "-0.249851 | \n", + "0.134503 | \n", + "0.152133 | \n", + "-0.130412 | \n", + "-0.129707 | \n", + "-0.071328 | \n", + "-0.014419 | \n", + "-0.071899 | \n", + "0.218129 | \n", + "
| German Shepherd Mix | \n", + "0.125242 | \n", + "0.031207 | \n", + "0.008825 | \n", + "-0.039467 | \n", + "-0.020880 | \n", + "-0.026711 | \n", + "-0.103919 | \n", + "1.000000 | \n", + "-0.034396 | \n", + "-0.041117 | \n", + "... | \n", + "-0.010048 | \n", + "0.091496 | \n", + "-0.018219 | \n", + "-0.022809 | \n", + "0.003362 | \n", + "-0.102607 | \n", + "-0.012560 | \n", + "0.004510 | \n", + "0.006566 | \n", + "-0.027971 | \n", + "
| Labrador Retriever Mix | \n", + "0.195800 | \n", + "0.061767 | \n", + "0.031882 | \n", + "-0.061702 | \n", + "-0.032643 | \n", + "-0.041760 | \n", + "-0.162464 | \n", + "-0.034396 | \n", + "1.000000 | \n", + "-0.064281 | \n", + "... | \n", + "-0.015708 | \n", + "-0.014809 | \n", + "-0.028484 | \n", + "-0.035659 | \n", + "-0.030484 | \n", + "-0.012343 | \n", + "0.192629 | \n", + "0.004492 | \n", + "0.008306 | \n", + "-0.032323 | \n", + "
| Pit Bull Mix | \n", + "0.234061 | \n", + "0.007864 | \n", + "0.011178 | \n", + "-0.073759 | \n", + "-0.039022 | \n", + "-0.049920 | \n", + "-0.194211 | \n", + "-0.041117 | \n", + "-0.064281 | \n", + "1.000000 | \n", + "... | \n", + "-0.018777 | \n", + "-0.002877 | \n", + "-0.034049 | \n", + "-0.042627 | \n", + "-0.034501 | \n", + "0.206619 | \n", + "-0.011027 | \n", + "0.008648 | \n", + "0.012237 | \n", + "-0.052737 | \n", + "
| Rare | \n", + "0.111320 | \n", + "0.024248 | \n", + "0.119941 | \n", + "-0.062343 | \n", + "-0.032982 | \n", + "-0.042194 | \n", + "-0.164153 | \n", + "-0.034753 | \n", + "-0.054333 | \n", + "-0.064950 | \n", + "... | \n", + "0.011627 | \n", + "0.022942 | \n", + "-0.024601 | \n", + "-0.023686 | \n", + "0.028347 | \n", + "-0.003894 | \n", + "0.009362 | \n", + "-0.018021 | \n", + "0.032016 | \n", + "-0.035520 | \n", + "
| Rare_Double | \n", + "0.296929 | \n", + "0.117552 | \n", + "0.008707 | \n", + "-0.095675 | \n", + "-0.050617 | \n", + "-0.064753 | \n", + "-0.251917 | \n", + "-0.053334 | \n", + "-0.083381 | \n", + "-0.099675 | \n", + "... | \n", + "-0.001687 | \n", + "0.096167 | \n", + "-0.043195 | \n", + "-0.054510 | \n", + "0.065128 | \n", + "0.053027 | \n", + "0.013208 | \n", + "-0.009635 | \n", + "0.037045 | \n", + "-0.069375 | \n", + "
| Rare_Mix | \n", + "0.357785 | \n", + "0.136623 | \n", + "0.135922 | \n", + "-0.150899 | \n", + "-0.079833 | \n", + "-0.102129 | \n", + "-0.397325 | \n", + "-0.084119 | \n", + "-0.131510 | \n", + "-0.157208 | \n", + "... | \n", + "0.034044 | \n", + "0.095074 | \n", + "-0.063892 | \n", + "-0.066879 | \n", + "0.113895 | \n", + "0.038252 | \n", + "-0.019055 | \n", + "0.016827 | \n", + "0.020045 | \n", + "-0.093096 | \n", + "
| Agouti | \n", + "-0.010249 | \n", + "0.005715 | \n", + "-0.005015 | \n", + "-0.002303 | \n", + "-0.001218 | \n", + "-0.001558 | \n", + "0.012352 | \n", + "-0.001284 | \n", + "-0.002007 | \n", + "-0.002399 | \n", + "... | \n", + "-0.000586 | \n", + "-0.003089 | \n", + "-0.001063 | \n", + "-0.001331 | \n", + "-0.001627 | \n", + "-0.007916 | \n", + "-0.000881 | \n", + "0.000671 | \n", + "0.000037 | \n", + "-0.001784 | \n", + "
| Apricot | \n", + "0.026046 | \n", + "0.009993 | \n", + "0.010530 | \n", + "-0.008922 | \n", + "-0.004720 | \n", + "-0.006039 | \n", + "-0.021115 | \n", + "-0.004974 | \n", + "-0.007776 | \n", + "0.003731 | \n", + "... | \n", + "-0.002271 | \n", + "-0.008454 | \n", + "-0.004119 | \n", + "-0.005156 | \n", + "-0.006305 | \n", + "-0.019476 | \n", + "-0.003414 | \n", + "0.002599 | \n", + "-0.002092 | \n", + "-0.001261 | \n", + "
| Black | \n", + "0.079372 | \n", + "0.018006 | \n", + "0.001756 | \n", + "-0.025276 | \n", + "0.009387 | \n", + "-0.014627 | \n", + "-0.049005 | \n", + "0.104969 | \n", + "0.107721 | \n", + "-0.060813 | \n", + "... | \n", + "-0.032237 | \n", + "-0.014492 | \n", + "-0.080356 | \n", + "-0.098971 | \n", + "-0.100579 | \n", + "-0.012735 | \n", + "-0.063394 | \n", + "-0.033674 | \n", + "0.027305 | \n", + "0.015848 | \n", + "
| Blue | \n", + "-0.141126 | \n", + "-0.054389 | \n", + "-0.048895 | \n", + "-0.070917 | \n", + "0.030783 | \n", + "0.050645 | \n", + "0.108435 | \n", + "-0.046038 | \n", + "-0.065386 | \n", + "0.112098 | \n", + "... | \n", + "-0.021025 | \n", + "-0.082606 | \n", + "-0.037035 | \n", + "-0.038077 | \n", + "-0.054729 | \n", + "0.021909 | \n", + "-0.029003 | \n", + "-0.019170 | \n", + "0.010682 | \n", + "0.021315 | \n", + "
| Brown | \n", + "0.012552 | \n", + "-0.010939 | \n", + "-0.017432 | \n", + "0.016487 | \n", + "-0.021287 | \n", + "-0.005064 | \n", + "0.017701 | \n", + "0.048705 | \n", + "-0.059816 | \n", + "0.047733 | \n", + "... | \n", + "-0.032724 | \n", + "-0.184458 | \n", + "-0.070229 | \n", + "-0.087089 | \n", + "-0.099088 | \n", + "0.006688 | \n", + "-0.058800 | \n", + "-0.020063 | \n", + "0.014115 | \n", + "0.014887 | \n", + "
| Buff | \n", + "0.090010 | \n", + "0.023372 | \n", + "0.026504 | \n", + "0.056519 | \n", + "-0.015696 | \n", + "-0.018131 | \n", + "-0.075225 | \n", + "-0.007170 | \n", + "0.017398 | \n", + "-0.026947 | \n", + "... | \n", + "-0.007553 | \n", + "-0.018416 | \n", + "-0.013696 | \n", + "-0.017146 | \n", + "-0.020965 | \n", + "-0.046141 | \n", + "-0.004653 | \n", + "-0.002269 | \n", + "0.010674 | \n", + "-0.021269 | \n", + "
| Calico | \n", + "-0.176913 | \n", + "-0.040083 | \n", + "-0.024357 | \n", + "-0.039747 | \n", + "0.034659 | \n", + "0.042140 | \n", + "0.148332 | \n", + "-0.022157 | \n", + "-0.034640 | \n", + "-0.041409 | \n", + "... | \n", + "-0.010119 | \n", + "-0.053325 | \n", + "-0.016231 | \n", + "-0.021265 | \n", + "-0.023853 | \n", + "-0.122790 | \n", + "-0.015208 | \n", + "0.149583 | \n", + "-0.146693 | \n", + "-0.006180 | \n", + "
| Chocolate | \n", + "0.096300 | \n", + "0.036347 | \n", + "0.031623 | \n", + "0.036768 | \n", + "-0.015886 | \n", + "-0.025350 | \n", + "-0.089966 | \n", + "-0.011536 | \n", + "0.075821 | \n", + "0.050537 | \n", + "... | \n", + "-0.001491 | \n", + "0.006062 | \n", + "-0.017291 | \n", + "-0.021647 | \n", + "-0.020493 | \n", + "0.018523 | \n", + "-0.014332 | \n", + "-0.002964 | \n", + "0.013891 | \n", + "-0.027650 | \n", + "
| Cream | \n", + "-0.035968 | \n", + "-0.002666 | \n", + "-0.019581 | \n", + "-0.004301 | \n", + "0.001471 | \n", + "0.011628 | \n", + "0.038375 | \n", + "-0.002522 | \n", + "-0.005201 | \n", + "-0.039189 | \n", + "... | \n", + "-0.010065 | \n", + "-0.039272 | \n", + "-0.018252 | \n", + "-0.022849 | \n", + "-0.027938 | \n", + "-0.054393 | \n", + "-0.015128 | \n", + "-0.035235 | \n", + "0.035915 | \n", + "-0.001986 | \n", + "
| Fawn | \n", + "0.074984 | \n", + "0.012451 | \n", + "0.001165 | \n", + "0.005440 | \n", + "-0.012501 | \n", + "-0.015993 | \n", + "-0.062218 | \n", + "-0.004389 | \n", + "-0.016732 | \n", + "0.109083 | \n", + "... | \n", + "-0.006016 | \n", + "-0.029029 | \n", + "-0.010908 | \n", + "-0.013656 | \n", + "-0.014358 | \n", + "0.011574 | \n", + "-0.009041 | \n", + "0.001343 | \n", + "0.005903 | \n", + "-0.018309 | \n", + "
| Flame | \n", + "-0.067311 | \n", + "-0.001266 | \n", + "-0.000605 | \n", + "-0.015123 | \n", + "-0.008001 | \n", + "-0.010235 | \n", + "-0.028568 | \n", + "-0.008430 | \n", + "-0.013179 | \n", + "-0.015755 | \n", + "... | \n", + "-0.003850 | \n", + "-0.020289 | \n", + "-0.006981 | \n", + "-0.008740 | \n", + "-0.010686 | \n", + "-0.050669 | \n", + "-0.005786 | \n", + "-0.015480 | \n", + "0.017425 | \n", + "-0.005034 | \n", + "
| Gold | \n", + "0.046907 | \n", + "0.008595 | \n", + "0.049302 | \n", + "0.011214 | \n", + "-0.007820 | \n", + "-0.010004 | \n", + "-0.038921 | \n", + "-0.003789 | \n", + "0.004730 | \n", + "-0.010381 | \n", + "... | \n", + "-0.003763 | \n", + "-0.013735 | \n", + "-0.006824 | \n", + "-0.008543 | \n", + "-0.010445 | \n", + "-0.022342 | \n", + "0.000709 | \n", + "-0.016427 | \n", + "0.020908 | \n", + "-0.011453 | \n", + "
| Gray | \n", + "0.042202 | \n", + "0.009519 | \n", + "0.066265 | \n", + "-0.021974 | \n", + "0.000246 | \n", + "-0.010093 | \n", + "-0.036902 | \n", + "-0.018428 | \n", + "-0.027419 | \n", + "-0.024929 | \n", + "... | \n", + "0.009737 | \n", + "-0.018359 | \n", + "-0.015260 | \n", + "-0.019104 | \n", + "-0.023359 | \n", + "-0.010632 | \n", + "-0.012649 | \n", + "-0.008172 | \n", + "0.002978 | \n", + "0.013070 | \n", + "
| Lilac | \n", + "-0.045288 | \n", + "-0.017389 | \n", + "-0.008461 | \n", + "-0.010175 | \n", + "-0.005383 | \n", + "-0.006886 | \n", + "-0.020531 | \n", + "-0.005672 | \n", + "-0.008867 | \n", + "-0.010600 | \n", + "... | \n", + "-0.002590 | \n", + "-0.013651 | \n", + "-0.004697 | \n", + "-0.005880 | \n", + "-0.007190 | \n", + "-0.034982 | \n", + "-0.003893 | \n", + "0.000013 | \n", + "-0.000817 | \n", + "0.002032 | \n", + "
| Liver | \n", + "0.028782 | \n", + "0.012948 | \n", + "0.032818 | \n", + "-0.000220 | \n", + "-0.004798 | \n", + "-0.006139 | \n", + "-0.023882 | \n", + "-0.005056 | \n", + "-0.007905 | \n", + "-0.009449 | \n", + "... | \n", + "-0.002309 | \n", + "-0.001791 | \n", + "-0.004187 | \n", + "-0.005242 | \n", + "-0.006409 | \n", + "0.021702 | \n", + "-0.003470 | \n", + "0.003745 | \n", + "-0.000954 | \n", + "-0.007028 | \n", + "
| Lynx | \n", + "-0.099176 | \n", + "-0.015186 | \n", + "-0.015381 | \n", + "-0.022282 | \n", + "-0.008526 | \n", + "-0.009918 | \n", + "-0.040466 | \n", + "-0.012421 | \n", + "-0.019419 | \n", + "-0.023213 | \n", + "... | \n", + "-0.005672 | \n", + "-0.029894 | \n", + "-0.010286 | \n", + "-0.009880 | \n", + "-0.015745 | \n", + "-0.063074 | \n", + "-0.008526 | \n", + "0.016425 | \n", + "-0.016751 | \n", + "0.000948 | \n", + "
| Orange | \n", + "-0.275585 | \n", + "-0.067551 | \n", + "-0.065997 | \n", + "-0.063424 | \n", + "0.040796 | \n", + "0.054821 | \n", + "0.262030 | \n", + "-0.035356 | \n", + "-0.054523 | \n", + "-0.065433 | \n", + "... | \n", + "-0.016147 | \n", + "-0.084571 | \n", + "-0.029279 | \n", + "-0.033348 | \n", + "-0.044817 | \n", + "-0.031299 | \n", + "-0.024268 | \n", + "-0.114679 | \n", + "0.093716 | \n", + "0.052138 | \n", + "
| Pink | \n", + "0.004127 | \n", + "-0.005224 | \n", + "-0.000731 | \n", + "-0.003256 | \n", + "-0.001723 | \n", + "-0.002204 | \n", + "-0.002064 | \n", + "-0.001815 | \n", + "-0.002838 | \n", + "0.008493 | \n", + "... | \n", + "-0.000829 | \n", + "-0.004369 | \n", + "-0.001503 | \n", + "-0.001882 | \n", + "-0.002301 | \n", + "0.007198 | \n", + "-0.001246 | \n", + "-0.005189 | \n", + "0.000052 | \n", + "0.012948 | \n", + "
| Red | \n", + "0.164712 | \n", + "0.050499 | \n", + "0.057011 | \n", + "0.005131 | \n", + "-0.027460 | \n", + "-0.035129 | \n", + "-0.136669 | \n", + "-0.001809 | \n", + "0.004857 | \n", + "0.003275 | \n", + "... | \n", + "-0.007375 | \n", + "-0.049202 | \n", + "-0.023961 | \n", + "-0.029997 | \n", + "-0.034510 | \n", + "-0.006859 | \n", + "-0.019860 | \n", + "-0.002452 | \n", + "0.018352 | \n", + "-0.040217 | \n", + "
| Ruddy | \n", + "0.005167 | \n", + "0.004041 | \n", + "-0.003804 | \n", + "-0.001628 | \n", + "-0.000861 | \n", + "-0.001102 | \n", + "-0.004287 | \n", + "-0.000908 | \n", + "-0.001419 | \n", + "-0.001696 | \n", + "... | \n", + "-0.000414 | \n", + "-0.002184 | \n", + "-0.000752 | \n", + "-0.000941 | \n", + "-0.001150 | \n", + "-0.005598 | \n", + "-0.000623 | \n", + "0.006611 | \n", + "-0.006093 | \n", + "-0.001261 | \n", + "
| Sable | \n", + "0.093565 | \n", + "0.023354 | \n", + "0.000499 | \n", + "0.010430 | \n", + "-0.015599 | \n", + "-0.019955 | \n", + "-0.077635 | \n", + "0.150876 | \n", + "-0.008600 | \n", + "-0.021417 | \n", + "... | \n", + "-0.007506 | \n", + "-0.022343 | \n", + "-0.013611 | \n", + "-0.017040 | \n", + "-0.020835 | \n", + "-0.042429 | \n", + "-0.011282 | \n", + "-0.003075 | \n", + "0.010733 | \n", + "-0.019387 | \n", + "
| Seal | \n", + "-0.091649 | \n", + "-0.026153 | \n", + "-0.002762 | \n", + "-0.020591 | \n", + "-0.000316 | \n", + "-0.013936 | \n", + "-0.045931 | \n", + "-0.011478 | \n", + "-0.017945 | \n", + "-0.021452 | \n", + "... | \n", + "-0.005242 | \n", + "-0.027625 | \n", + "-0.009505 | \n", + "-0.011900 | \n", + "-0.014550 | \n", + "-0.052261 | \n", + "-0.007879 | \n", + "-0.003277 | \n", + "-0.001130 | \n", + "0.011118 | \n", + "
| Silver | \n", + "0.004255 | \n", + "0.010930 | \n", + "0.024854 | \n", + "-0.018024 | \n", + "0.006554 | \n", + "0.000534 | \n", + "-0.007287 | \n", + "-0.010048 | \n", + "-0.015708 | \n", + "-0.018777 | \n", + "... | \n", + "1.000000 | \n", + "0.029965 | \n", + "-0.008320 | \n", + "-0.010416 | \n", + "-0.006621 | \n", + "-0.040827 | \n", + "-0.006896 | \n", + "-0.004774 | \n", + "0.006952 | \n", + "-0.005543 | \n", + "
| Tan | \n", + "0.300943 | \n", + "0.090289 | \n", + "0.066657 | \n", + "0.200300 | \n", + "-0.050252 | \n", + "-0.064286 | \n", + "-0.249851 | \n", + "0.091496 | \n", + "-0.014809 | \n", + "-0.002877 | \n", + "... | \n", + "0.029965 | \n", + "1.000000 | \n", + "-0.043848 | \n", + "-0.054894 | \n", + "-0.064525 | \n", + "-0.052312 | \n", + "-0.034023 | \n", + "-0.002455 | \n", + "0.028730 | \n", + "-0.066450 | \n", + "
| Torbie | \n", + "-0.145473 | \n", + "-0.039984 | \n", + "-0.036975 | \n", + "-0.032683 | \n", + "0.020814 | \n", + "0.036416 | \n", + "0.134503 | \n", + "-0.018219 | \n", + "-0.028484 | \n", + "-0.034049 | \n", + "... | \n", + "-0.008320 | \n", + "-0.043848 | \n", + "1.000000 | \n", + "-0.018888 | \n", + "-0.023095 | \n", + "-0.075166 | \n", + "-0.012505 | \n", + "0.122169 | \n", + "-0.121071 | \n", + "-0.001856 | \n", + "
| Tortie | \n", + "-0.182117 | \n", + "-0.027431 | \n", + "-0.028828 | \n", + "-0.040916 | \n", + "0.034326 | \n", + "0.042321 | \n", + "0.152133 | \n", + "-0.022809 | \n", + "-0.035659 | \n", + "-0.042627 | \n", + "... | \n", + "-0.010416 | \n", + "-0.054894 | \n", + "-0.018888 | \n", + "1.000000 | \n", + "-0.028912 | \n", + "-0.123692 | \n", + "-0.015656 | \n", + "0.154654 | \n", + "-0.152121 | \n", + "-0.005237 | \n", + "
| Tricolor | \n", + "0.157084 | \n", + "0.047513 | \n", + "0.040408 | \n", + "0.039576 | \n", + "-0.024974 | \n", + "-0.033859 | \n", + "-0.130412 | \n", + "0.003362 | \n", + "-0.030484 | \n", + "-0.034501 | \n", + "... | \n", + "-0.006621 | \n", + "-0.064525 | \n", + "-0.023095 | \n", + "-0.028912 | \n", + "1.000000 | \n", + "-0.143496 | \n", + "-0.019142 | \n", + "-0.002383 | \n", + "0.016059 | \n", + "-0.034593 | \n", + "
| White | \n", + "0.170756 | \n", + "0.066093 | \n", + "0.012157 | \n", + "-0.009110 | \n", + "-0.009741 | \n", + "-0.019786 | \n", + "-0.129707 | \n", + "-0.102607 | \n", + "-0.012343 | \n", + "0.206619 | \n", + "... | \n", + "-0.040827 | \n", + "-0.052312 | \n", + "-0.075166 | \n", + "-0.123692 | \n", + "-0.143496 | \n", + "1.000000 | \n", + "-0.044348 | \n", + "-0.024291 | \n", + "0.037742 | \n", + "-0.034192 | \n", + "
| Yellow | \n", + "0.085216 | \n", + "0.028735 | \n", + "0.034388 | \n", + "0.010023 | \n", + "-0.011659 | \n", + "-0.018334 | \n", + "-0.071328 | \n", + "-0.012560 | \n", + "0.192629 | \n", + "-0.011027 | \n", + "... | \n", + "-0.006896 | \n", + "-0.034023 | \n", + "-0.012505 | \n", + "-0.015656 | \n", + "-0.019142 | \n", + "-0.044348 | \n", + "1.000000 | \n", + "0.001971 | \n", + "0.006337 | \n", + "-0.020990 | \n", + "
| Female | \n", + "0.001671 | \n", + "0.038964 | \n", + "0.014666 | \n", + "-0.002347 | \n", + "0.010094 | \n", + "0.011159 | \n", + "-0.014419 | \n", + "0.004510 | \n", + "0.004492 | \n", + "0.008648 | \n", + "... | \n", + "-0.004774 | \n", + "-0.002455 | \n", + "0.122169 | \n", + "0.154654 | \n", + "-0.002383 | \n", + "-0.024291 | \n", + "0.001971 | \n", + "1.000000 | \n", + "-0.921551 | \n", + "-0.190805 | \n", + "
| Male | \n", + "0.083211 | \n", + "0.084621 | \n", + "0.028844 | \n", + "0.021024 | \n", + "-0.014860 | \n", + "-0.016188 | \n", + "-0.071899 | \n", + "0.006566 | \n", + "0.008306 | \n", + "0.012237 | \n", + "... | \n", + "0.006952 | \n", + "0.028730 | \n", + "-0.121071 | \n", + "-0.152121 | \n", + "0.016059 | \n", + "0.037742 | \n", + "0.006337 | \n", + "-0.921551 | \n", + "1.000000 | \n", + "-0.205287 | \n", + "
| Unknown | \n", + "-0.214594 | \n", + "-0.312166 | \n", + "-0.109895 | \n", + "-0.047238 | \n", + "0.012124 | \n", + "0.012800 | \n", + "0.218129 | \n", + "-0.027971 | \n", + "-0.032323 | \n", + "-0.052737 | \n", + "... | \n", + "-0.005543 | \n", + "-0.066450 | \n", + "-0.001856 | \n", + "-0.005237 | \n", + "-0.034593 | \n", + "-0.034192 | \n", + "-0.020990 | \n", + "-0.190805 | \n", + "-0.205287 | \n", + "1.000000 | \n", + "
45 rows × 45 columns
\n", + "| \n", + " | AnimalType | \n", + "Spayed/Neutered | \n", + "Age_Months | \n", + "Chihuahua Shorthair Mix | \n", + "Domestic Longhair Mix | \n", + "Domestic Medium Hair Mix | \n", + "Domestic Shorthair Mix | \n", + "German Shepherd Mix | \n", + "Labrador Retriever Mix | \n", + "Pit Bull Mix | \n", + "... | \n", + "Silver | \n", + "Tan | \n", + "Torbie | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "Female | \n", + "Male | \n", + "Unknown | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "1 | \n", + "1 | \n", + "12.00 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 1 | \n", + "0 | \n", + "1 | \n", + "12.00 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "
| 2 | \n", + "1 | \n", + "1 | \n", + "24.00 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 3 | \n", + "0 | \n", + "0 | \n", + "0.69 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| 4 | \n", + "1 | \n", + "1 | \n", + "24.00 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "... | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
5 rows × 45 columns
\n", + "| \n", + " | AnimalType | \n", + "Spayed/Neutered | \n", + "Age_Months | \n", + "Chihuahua Shorthair Mix | \n", + "Domestic Longhair Mix | \n", + "Domestic Medium Hair Mix | \n", + "Domestic Shorthair Mix | \n", + "German Shepherd Mix | \n", + "Labrador Retriever Mix | \n", + "Pit Bull Mix | \n", + "... | \n", + "Silver | \n", + "Tan | \n", + "Torbie | \n", + "Tortie | \n", + "Tricolor | \n", + "White | \n", + "Yellow | \n", + "Female | \n", + "Male | \n", + "Unknown | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "2.0 | \n", + "2.0 | \n", + "-1.8000 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "... | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "0.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "2.0 | \n", + "-2.0 | \n", + "
| 1 | \n", + "-2.0 | \n", + "2.0 | \n", + "-1.8000 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "... | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "
| 2 | \n", + "2.0 | \n", + "2.0 | \n", + "-1.6000 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "2.0 | \n", + "... | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "0.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "2.0 | \n", + "-2.0 | \n", + "
| 3 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-1.9885 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "... | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "2.0 | \n", + "-2.0 | \n", + "
| 4 | \n", + "2.0 | \n", + "2.0 | \n", + "-1.6000 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "... | \n", + "-2.0 | \n", + "0.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "-2.0 | \n", + "2.0 | \n", + "-2.0 | \n", + "
5 rows × 45 columns
\n", + "