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skrishna
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heart_disease_uci

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age
float64
29
77
sex
float64
0
1
cp
float64
1
4
trestbps
float64
94
200
chol
float64
126
564
fbs
float64
0
1
restecg
float64
0
2
thalach
float64
71
202
exang
float64
0
1
oldpeak
float64
0
6.2
slope
float64
1
3
ca
stringclasses
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thal
stringclasses
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target
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Dataset Card for Dataset Name

age: age in years

sex: sex (1 = male; 0 = female)

cp: chest pain type

    -- Value 1: typical angina
    
    -- Value 2: atypical angina
    
    -- Value 3: non-anginal pain
    
    -- Value 4: asymptomatic

trestbps: resting blood pressure (in mm Hg on admission to the hospital)

chol: serum cholestoral in mg/dl

fbs: (fasting blood sugar > 120 mg/dl) (1 = true; 0 = false)

restecg: resting electrocardiographic results

    -- Value 0: normal
    
    -- Value 1: having ST-T wave abnormality (T wave inversions and/or ST elevation or depression of > 0.05 mV)
    
    -- Value 2: showing probable or definite left ventricular hypertrophy by Estes' criteria

thalach: maximum heart rate achieved

exang: exercise induced angina (1 = yes; 0 = no)

oldpeak = ST depression induced by exercise relative to rest

slope: the slope of the peak exercise ST segment

    -- Value 1: upsloping
    
    -- Value 2: flat
    
    -- Value 3: downsloping

ca: number of major vessels (0-3) colored by flourosopy

thal: 3 = normal; 6 = fixed defect; 7 = reversable defect

target: diagnosis of heart disease (angiographic disease status)

    -- Value 0: < 50% diameter narrowing
    
    -- Value 1: > 50% diameter narrowing
    
    (in any major vessel: attributes 59 through 68 are vessels)

Dataset Summary

This dataset card aims to be a base template for new datasets. It has been generated using this raw template.

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Dataset Creation

Curation Rationale

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Source Data

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

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