Horse Survival Dataset

Horse Survival Prediction - Classification Problem

@kaggle.yasserh_horse_survival_dataset

Table List

1 table(25.71 KB)

Horse

@kaggle.yasserh_horse_survival_dataset.horse

25.71 KB
299 rows
28 columns

surgery Surgery	age Age	hospital_number Hospital Number	rectal_temp Rectal Temp	pulse Pulse	respiratory_rate Respiratory Rate	temp_of_extremities Temp Of Extremities	peripheral_pulse Peripheral Pulse	mucous_membrane Mucous Membrane	capillary_refill_time Capillary Refill Time	pain Pain	peristalsis Peristalsis	abdominal_distention Abdominal Distention	nasogastric_tube Nasogastric Tube	nasogastric_reflux Nasogastric Reflux	nasogastric_reflux_ph Nasogastric Reflux Ph	rectal_exam_feces Rectal Exam Feces	abdomen Abdomen	packed_cell_volume Packed Cell Volume	total_protein Total Protein	abdomo_appearance Abdomo Appearance	abdomo_protein Abdomo Protein	outcome Outcome	surgical_lesion Surgical Lesion	lesion_1 Lesion 1	cp_data Cp Data
no	adult	530101	38.5	66	28	cool	reduced	nan	more_3_sec	extreme_pain	absent	severe	nan	nan		decreased	distend_large	45	8.4	nan		died	no	11300	no
yes	adult	534817	39.2	88	20	nan	nan	pale_cyanotic	less_3_sec	mild_pain	absent	slight	nan	nan		absent	other	50	85	cloudy	2	euthanized	no	2208	no
no	adult	530334	38.3	40	24	normal	normal	pale_pink	less_3_sec	mild_pain	hypomotile	none	nan	nan		normal	normal	33	6.7	nan		lived	no		yes
yes	young	5290409	39.1	164	84	cold	normal	dark_cyanotic	more_3_sec	depressed	absent	severe	none	less_1_liter	5	decreased	nan	48	7.2	serosanguious	5.3	died	yes	2208	yes
no	adult	530255	37.3	104	35	nan	nan	dark_cyanotic	more_3_sec	nan	nan	nan	nan	nan		nan	nan	74	7.4	nan		died	no	4300	no
no	adult	528355				warm	normal	pale_pink	less_3_sec	depressed	hypomotile	slight	slight	none		decreased	firm			nan		lived	no		no
yes	adult	526802	37.9	48	16	normal	normal	normal_pink	less_3_sec	mild_pain	hypomotile	moderate	none	none		decreased	distend_large	37	7	nan		lived	yes	3124	no
yes	adult	529607		60		cool	nan	nan	less_3_sec	nan	absent	slight	slight	none		decreased	distend_small	44	8.3	nan		died	yes	2208	no
no	adult	530051		80	36	cool	absent	pale_pink	less_3_sec	severe_pain	absent	severe	slight	none		decreased	distend_large	38	6.2	nan		euthanized	yes	3205	no
no	young	5299629	38.3	90		normal	nan	normal_pink	less_3_sec	extreme_pain	hypomotile	none	slight	none		decreased	nan	40	6.2	clear	2.2	lived	no		yes


CREATE TABLE horse (
  "surgery" VARCHAR,
  "age" VARCHAR,
  "hospital_number" BIGINT,
  "rectal_temp" DOUBLE,
  "pulse" DOUBLE,
  "respiratory_rate" DOUBLE,
  "temp_of_extremities" VARCHAR,
  "peripheral_pulse" VARCHAR,
  "mucous_membrane" VARCHAR,
  "capillary_refill_time" VARCHAR,
  "pain" VARCHAR,
  "peristalsis" VARCHAR,
  "abdominal_distention" VARCHAR,
  "nasogastric_tube" VARCHAR,
  "nasogastric_reflux" VARCHAR,
  "nasogastric_reflux_ph" DOUBLE,
  "rectal_exam_feces" VARCHAR,
  "abdomen" VARCHAR,
  "packed_cell_volume" DOUBLE,
  "total_protein" DOUBLE,
  "abdomo_appearance" VARCHAR,
  "abdomo_protein" DOUBLE,
  "outcome" VARCHAR,
  "surgical_lesion" VARCHAR,
  "lesion_1" BIGINT,
  "lesion_2" BIGINT,
  "lesion_3" BIGINT,
  "cp_data" VARCHAR
);