Heart Disease Dataset 2.0
- kaggle.com
zipUpdated Jun 17, 2024
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EmailClick to copy linkLink copiedCiteGregory Grems (2024). Heart Disease Dataset 2.0 [Dataset]. https://www.kaggle.com/datasets/gregorygrems/heart-disease-dataset-2002/codezip(5743488 bytes)Available download formatsDataset updatedJun 17, 2024AuthorsGregory GremsLicenseApache License, v2.0https://www.apache.org/licenses/LICENSE-2.0
License information was derived automaticallyDescriptionHeart Disease Data combined from UCI repository of following places:
Cleveland, Hungary, Switzerland, and VA Long Beach
Features: Age: Age of individual. 20-80 Sex: This is the gender of the individual. It is represented as a binary value where 1 stands for male and 0 stands for female. ChestPainType: This categorizes the type of chest pain experienced by the individual. The values are: Value 1: Typical angina, which is chest pain related to the heart. Value 2: Atypical angina, which is chest pain not related to the heart. Value 3: Non-anginal pain, which is typically sharp and non-continuous. Value 4: Asymptomatic, meaning the individual experiences no symptoms. RestingBP: This is the individual’s resting blood pressure (in mm Hg) when they are at rest. Cholesterol: This is the individual’s cholesterol level, measured in mg/dl. FastingBS: This indicates whether the individual’s fasting blood sugar is greater than 120 mg/dl. It is represented as a binary value where 1 stands for true and 0 stands for false. MaxHR: This is the maximum heart rate achieved by the individual. ExerciseAngina: This indicates whether the individual experiences angina (chest pain) induced by exercise. It is represented as a binary value where 1 stands for yes and 0 stands for no.
Heart Disease Data Compiled from UCI
- kaggle.com
zipUpdated Apr 2, 2024ShareFacebookTwitterEmailClick to copy linkLink copiedCiteHimanshu (2024). Heart Disease Data Compiled from UCI [Dataset]. https://www.kaggle.com/datasets/rcratos/heart-disease-data-compiled-from-ucizip(23818 bytes)Available download formatsDataset updatedApr 2, 2024AuthorsHimanshuLicenseAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automaticallyDescriptionHeart Disease Data combined from UCI repository of following places:
Cleveland, Hungary, Switzerland, and VA Long Beach
Features: Age: Age of individual. 20-80 Sex: This is the gender of the individual. It is represented as a binary value where 1 stands for male and 0 stands for female. ChestPainType: This categorizes the type of chest pain experienced by the individual. The values are: Value 1: Typical angina, which is chest pain related to the heart. Value 2: Atypical angina, which is chest pain not related to the heart. Value 3: Non-anginal pain, which is typically sharp and non-continuous. Value 4: Asymptomatic, meaning the individual experiences no symptoms. RestingBP: This is the individual’s resting blood pressure (in mm Hg) when they are at rest. Cholesterol: This is the individual’s cholesterol level, measured in mg/dl. FastingBS: This indicates whether the individual’s fasting blood sugar is greater than 120 mg/dl. It is represented as a binary value where 1 stands for true and 0 stands for false. MaxHR: This is the maximum heart rate achieved by the individual. ExerciseAngina: This indicates whether the individual experiences angina (chest pain) induced by exercise. It is represented as a binary value where 1 stands for yes and 0 stands for no.
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FacebookTwitterEmailApache License, v2.0https://www.apache.org/licenses/LICENSE-2.0
License information was derived automatically
Heart Disease Data combined from UCI repository of following places:
Cleveland, Hungary, Switzerland, and VA Long Beach
Features: Age: Age of individual. 20-80 Sex: This is the gender of the individual. It is represented as a binary value where 1 stands for male and 0 stands for female. ChestPainType: This categorizes the type of chest pain experienced by the individual. The values are: Value 1: Typical angina, which is chest pain related to the heart. Value 2: Atypical angina, which is chest pain not related to the heart. Value 3: Non-anginal pain, which is typically sharp and non-continuous. Value 4: Asymptomatic, meaning the individual experiences no symptoms. RestingBP: This is the individual’s resting blood pressure (in mm Hg) when they are at rest. Cholesterol: This is the individual’s cholesterol level, measured in mg/dl. FastingBS: This indicates whether the individual’s fasting blood sugar is greater than 120 mg/dl. It is represented as a binary value where 1 stands for true and 0 stands for false. MaxHR: This is the maximum heart rate achieved by the individual. ExerciseAngina: This indicates whether the individual experiences angina (chest pain) induced by exercise. It is represented as a binary value where 1 stands for yes and 0 stands for no.