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2. 2007! 2014! >13,000 dogs Euthanized Adopted 3. .! . breed, health, gender, etc 4. .! . shelter population dynamics .! . breed, health, gender, etc 5. .! . shelter population dynamics seasonal trends ! economics .! . breed, health, gender, etc 6. Not adopted 7. Not adopted Logistic regression 89% accurate on test set 8. Has-a-NameNo Name vs 9. 25% Has-a-NameNo Name vs 10. 83% Has-a-NameNo Name vs 11. 83% 14% Has-a-NameNo Name vs 12. 83% 59% Has-a-NameNo Name vs 13. JENNIFER LI 14. Thanks!