Horse Survival Dataset
Horse Survival Prediction - Classification Problem
@kaggle.yasserh_horse_survival_dataset
Horse
@kaggle.yasserh_horse_survival_dataset.horse
- 25.71 KB
- 299 rows
- 28 columns
surgerySurgery | ageAge | hospital_numberHospital Number | rectal_tempRectal Temp | pulsePulse | respiratory_rateRespiratory Rate | temp_of_extremitiesTemp Of Extremities | peripheral_pulsePeripheral Pulse | mucous_membraneMucous Membrane | capillary_refill_timeCapillary Refill Time | painPain | peristalsisPeristalsis | abdominal_distentionAbdominal Distention | nasogastric_tubeNasogastric Tube | nasogastric_refluxNasogastric Reflux | nasogastric_reflux_phNasogastric Reflux Ph | rectal_exam_fecesRectal Exam Feces | abdomenAbdomen | packed_cell_volumePacked Cell Volume | total_proteinTotal Protein | abdomo_appearanceAbdomo Appearance | abdomo_proteinAbdomo Protein | outcomeOutcome | surgical_lesionSurgical Lesion | lesion_1Lesion 1 | lesion_2Lesion 2 | lesion_3Lesion 3 | cp_dataCp 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
);