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A public health dataset focused on heart disease, available for download and analysis on Kaggle.
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The cardiovascular disease dataset is an open-source dataset found on Kaggle. The data consists of 70,000 patient records (34,979 presenting with cardiovascular disease and 35,021 not presenting with cardiovascular disease) and contains 11 features (4 demographic, 4 examination, and 3 social history):
The dataset is publically available on the Kaggle website, and it is from an ongoing ongoing cardiovascular study on residents of the town of Framingham, Massachusetts. The classification goal...
Jul 1, 2024 · In this video, we will explore how to use Kaggle, a popular platform for data science and machine learning competitions, to analyze heart disease data. Kaggle provides datasets, coding environments, and a community of data scientists to help you enhance your data analysis skills.
Jan 4, 2024 · In order to validate the model performance on diverse dataset, we used the cardiovascular disease dataset, which is freely available on Kaggle. This dataset consists of 70,000 instances...
Explored Kaggle's "Key Indicators of Heart Disease" data – 2020 CDC survey with 400k adults. Analyzed risk factors like blood pressure, cholesterol, smoking, diabetes, obesity, activity, and alcohol. Used Logistic Regression and Decision Tree for insights. Data are vital for combating heart disease.
