2. You are given a dataset on heart disease obtained from a clinic in Cleveland, OHIO. Data descriptions are provided be

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2. You are given a dataset on heart disease obtained from a
clinic in Cleveland,
OHIO. Data descriptions are provided below. Based on the article
reviewed
in question 1, do an exploratory data analysis, design and present
your
findings and right a result section (follow 2 sample articles
provided) based
on the outputs presented.
Data Description:
There are 14 variables provided in the data set and the last one is
the dependent
variable. Here is a summary of what each of these variables
means:
1. Age: Age of subject
2. Sex: Gender of subject:
0 = female 1 = male
3. Chest-pain type: Type of chest-pain experienced by the
individual:
1 = typical angina
2 = atypical angina
3 = non-angina pain
4 = asymptomatic angina
4. Resting Blood Pressure: Resting blood pressure in mm Hg
5. Serum Cholesterol: Serum cholesterol in mg/dl
6. Fasting Blood Sugar: Fasting blood sugar level relative to 120
mg/dl: 0 =
fasting blood sugar <= 120 mg/dl
1 = fasting blood sugar > 120 mg/dl
7. Resting ECG: Resting electrocardiographic results
0 = normal
1 = ST-T wave abnormality
2 = left ventricle hyperthrophy
8. Max Heart Rate Achieved: Max heart rate of subject
9. Exercise Induced Angina:
0 = no 1 = yes
10.ST Depression Induced by Exercise Relative to Rest: ST
Depression of
subject
11.Peak Exercise ST Segment:
1 = Up-sloaping
2 = Flat
3 = Down-sloaping
12. Number of Major Vessels (0-3) Visible on Fluoroscopy: Number of
visible
vessels under flouro
13.Thal: Form of thalassemia: 3
3 = normal
6 = fixed defect
7 = reversible defect
14.Diagnosis of Heart Disease: Indicates whether subject is
suffering from
heart disease or not:
0 = absence
1, 2, 3, 4 = heart disease present

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