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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 `BS/W` Column #21

Closed jschulberg closed 2 years ago

jschulberg commented 2 years ago

Clean up the Bully Screen/Warning Column. This one should be pretty easy.

Note: Julie recommend not conflating bully screen and warning, but rather treating them as two separate things for modeling purposes.

Here are the values in the column:

BS/W Count of ID
(blank) 10289
SCREEN 92
WARNING 50
HUSKY 15
BW 11
GSD 7
BS 6
GSD Screen 3
GSD/Malinois 3
GS 3
GS SCREEN 3
GERMAN SHEPHERD 1
coming with prednisone 1
1
;;;;;;;;;;;;;;;;;;;;;; 1
˘ 1
Returned to lucky dog's care due to reactivity towards dogs 1
SCREEEN 1
Grand Total 10489
jschulberg commented 2 years ago

@rkelley05 to cross-reference this column with the BREED MIXES and BEHAVIORAL NOTES columns

jschulberg commented 2 years ago

Note: Values for this column also seem to be popping up in the BEHAVIORAL NOTES column. Make sure to check both!