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jschulberg / Dog-Returns

A data science analysis to classify whether or not an adopted dog will be returned.
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Clean up `KIDS` Column #18

Closed jschulberg closed 2 years ago

jschulberg commented 2 years ago

The KIDS column likely needs to be converted into a boolean.

Here are the values currently in it:

KIDS Count of ID
(blank) 9203
No 566
Yes 337
Caution 100
Lived with 89
LIVES WITH 46
Y 25
No Kids Under 15 14
N 13
Live With 7
LIVES WITH 6
LIVES WITH KIDS 5
No Kids under 10 4
No small kids 4
no kids 4
NO 4
None due to breed 3
no cats 3
Lived with kids 2
See notes 2
None due to shyness 2
over 12 2
YES 2
2
PASSED CAT TEST 1
OK 1
Caution (due to size) 1
Caution due to energy/jumpiness 1
Over 10 1
living with in foster 1
Silo 1
living with them 1
Caution due to energy and size 1
Mature kids 1
OKAY WITH 1
Maybe 1
Over 15 1
Caution due to noises and open doors 1
Passed shelter kid test 1
Caution due to shyness 1
500 mg 2x a day 1
Caution with kids 1
Yes but not too young (jumps) 1
Caution with small kids due to hyperactivity 1
Not under 12 1
Caution with under 10 yrs 1
Okay 1
No if other dogs in home 1
Older kids 1
CAUTION Young Kids 1
LIVED WITH (See Foster Home Notes) 1
No kids udner 12 1
Paige 1
GOOD WITH KIDS 1
Passed shelter cat test 1
Jayme (HW) 1
Lived with 8, 11, 13 1
No kids under 8 1
Suffers from deafness;
S/N: 9/1/20		 1
CAIUTION 1
LIVES w/ 1
no small kids. 1
YES - LIVED WITH 1
Case by case 1
YES per the shelter 1
Lived with (16-18) 1
None under 12 due to shyness 1
No - 10 1
Grand Total 10489