This project is about the data analysis of heart disease in South African region. executable file 304 lines (304 sloc) 10.8 KB. 361. 1,265. ISBN: 978-1-920618-34-6. Cardiovascular Disease dataset. The UCI repository contains three datasets on heart disease. Infectious Disease 2001-2014. . A retrospective sample of males in a heart-disease high-risk region of the Western Cape, South Africa. Each dataset contains information about several patients suspected of having heart disease such as whether or not the patient is a smoker, the patients resting heart rate, age, sex, etc. South African Heart Disease: Info Data Spam: Info Data and test set Indicator For more informations, see the UCI spambase directory. ZIP code: Info, gzipped Training and Test data. Comment. Every year about 735,000 Americans have a heart attack. Cardiovascular Disease dataset The dataset consists of 70 000 records of patients data, 11 features + target. This is done as follows: Start 'Microsoft Excel' File => Open => Browse => Select "All Files" Select and open the downloaded saheart.dat file. As a result, we first get the data from .dat format to .csv format. Experiments with the Cleveland database have concentrated on simply attempting to distinguish presence (values 1,2,3,4) from absence (value 0). See datasets from Allen Institute. Learn more about bidirectional Unicode characters. South African Heart Disease Study Data A retrospective sample of males in a heart-disease high-risk region of the Western Cape, South Africa. It is integer valued from 0 (no presence) to 4. See all usage examples for datasets listed this registry. The data can be viewed by gender and race/ethnicity. The South African Heart Disease dataset obtained from KEEL (KEEL (Knowledge Extraction based on Evolutionary Learning) , 2004-2018) is available in .dat file format. Sample of males in a heart-disease high-risk region of the Western Cape, South Africa. Apply up to 5 tags to help Kaggle users find your dataset. Ironically it can also be one of your greatest weaknesses. Waveform: Info, Training and Test data, and a generating function waveform.S (Splus or R). sbp systolic blood pressure tobacco cumulative tobacco (kg) ldl low density lipoprotein cholesterol adiposity a numeric vector famhist Vowel: Info, Training and Test data. This is done as follows: file_download Download (3 kB) Report dataset. More than half of the deaths due to heart disease in 2009 were in men.1. See recent additions and learn more about sharing data AWS. Updated May 26, 2022 | Created May 26, 2022 . PDF; CSV; GBV and femicide in South Africa. . . help people discover and share datasets that are available via AWS resources. Tagged. Each graph shows the result based on different attributes. Health close Heart Conditions close . access behaviors cancer chsi community +19. Data Set Information: This database contains 76 attributes, but all published experiments refer to using a subset of 14 of them. 2017 to 2019, 3-year average. Dataset with 4 projects 29 files 80 tables. Dataset raises a privacy concern, or is not sufficiently anonymized. Includes a confusion matrix. This dataset is being promoted in a way I feel is spammy. ¶. Updated 4 years ago. Second national burden of disease study for South Africa: Cause-of-death profile for South Africa, 1997 2010. Edit Tags. Almost 1 in every 5 deaths in South Africa are caused by heart diseases. The cheese package was designed with this philosophy in mind, heavily . epidemics and outbreaks health infectious disease argentina australia +60. Search all packages and functions. Heart-Disease-Data-Set / UCI Heart Disease Dataset.csv Go to file Go to file T; Go to line L; Copy path Copy permalink; This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. Dataset with 211 projects 1 file 1 table. See an example below: Each column in x represents one of 216 different patients.. Each row in x represents the ion intensity level at one of the 100 specific mass-charge values for each patient . Heart disease is the leading cause of death for both men and women. A Two-Class Classifier on South African Heart Disease dataset using the Random Forest Classifier from scikit-learn. The "target" field refers to the presence of heart disease in the patient. This dataset has no description. CSV; sensors.AFRICA Air Quality Archive Sabaki, Nairobi. This dataset is licensed under a Creative Commons Attribution 4.0 . Copy permalink. Tagged. Data source: National Vital Statistics System. file_download Download (5 kB) Report dataset. Rates are age-standardized. Heart Disease Mortality Data Among US Adults (35+) by State/Territory and County - 2017-2019. Cape Town: South African Medical Research Council, 2014. Updated 2 years ago. Analyzing the UCI heart disease dataset. Coronary Heart Disease(CHD) is the most common type of heart disease, killing over 370,000 people annually. Many of the CHD positive men have undergone blood pressure reduction treatment and other programs to reduce their risk factors after their CHD event. Contribute to lanruo6037/Heart-Disease-Data-Set development by creating an account on GitHub. sbp systolic blood pressure tobacco cumulative tobacco (kg) ldl This database includes 15 tables. Structuring code that is robust to updates in the data, changes in methodological specfications, etc., and can get to presentation-ready results in an automated way can mitigate errors caused by painful, tedious tasks-it can also be a huge time saver. Go to file T. Go to line L. Copy path. Raw Blame. Updated May 29, 2022 | Created January 28, 2020. . Select "delimited" => Start Import at line 15 => Next Unselect "Tab" Secondly, I felt that heart disease can affect everyone of different age and gender. New Notebook. SAheart: South African Hearth Disease Data Description A retrospective sample of males in a heart-disease high-risk region of the Western Cape, South Africa. Updated May 29, 2022 | Created January 28, 2020. . Mortality and causes of death in South Africa, 2014: Findings from death notification / Statistics South Africa. Heart Disease and Cancer. disease ebola health. To review, open the file in an editor that reveals hidden Unicode characters. This data set dates from 1988 and consists of four databases: Cleveland, Hungary, Switzerland, and Long Beach V. It contains 76 attributes, including the predicted attribute, but all published experiments refer to using a subset of 14 of them. This dataset is being promoted in a way I feel is spammy. Dataset raises a privacy concern, or is not sufficiently anonymized. arrow_drop_up. New Notebook. - Two-Class-Classification-on-South-African-Heart-Di. Do note that all heart diseases are cardiovascular diseases but not the other way round. Dataset contains abusive content that is not suitable for this platform. Find open data about south africa contributed by thousands of users and organizations across the world. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. Dataset contains abusive content that is not suitable for this platform. The human heart provides the power to your life, pumping 90 000 times every day. RDocumentation. There are 62 south africa datasets available on data.world. . This dataset has no description. 196. Tagged. Comment. arrow_drop_up. search. . Africa - Conflict Data. this date. Accessed On: 03 May, 2022. Show hidden characters feature_1 feature_2 . In particular, the Cleveland database is the only one that has been used by ML researchers to. Heart disease often progresses suddenly without any symptoms or forewarning, until a . The "goal" field refers to the presence of heart disease in the patient. However, WEKA requires the file to be in.csv else .arff file format. This statistical release contains information regarding the number of electricity units produced and consumed in South Africa, the number of units purchased and sold outside South Africa and the number of units distributed by Eskom according to province on a monthly basis. CSV; sensors.AFRICA Air Quality Archive Sabaki, Nairobi. bestglm . - we produced these datasets from ieee-dataport heart dataset by manu in 2020 which can be found at https://ieee-dataport.org/open-access/heart-disease-dataset-comprehensive - all datasets contain 11 features and the target (0=no heart disease, 1= heart disease) - the features are … Code (160) Discussion (10) Metadata. healthcare-dataset-stroke-data.csv This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. South Africa (red), OECD - Total (black) Net national income Indicator: 10 200 Total US dollars/capita 2020 South Africa US dollars/capita: Total US dollars/capita 2001-2020 South Africa (red), OECD - Total (black) Total US dollars/capita 2020 South Africa (red) Trade in goods and services Indicator: 30.5 Exports % of GDP 2020 South Africa % of . There are roughly two controls per case of CHD. This Database belongs to "A Database for Using Machine Learning and Data Mining Techniques for Coronary Artery Disease diagnosis" research paper. South Africa - Health Indicators. Profiling health challenges faced by adolescents (10-19 years) in South Africa. As a result, we first get the data from .dat format to .csv format. Select Dataset. PDF; CSV; GBV and femicide in South Africa. csv earthquakes eq geophysics geothermal + 27. Heart disease dataset. . The patients were all tested for heart disease and . Health Heart Conditions Healthcare. From the web source: "A retrospective sample of males in a heart-disease high-risk region of the Western Cape, South Africa. Pretoria: Statistics South Africa, 2015 7. . Usage 1 data ( SAheart) Format A data frame with 462 observations on the following 10 variables. Part1 : PCA Feature extraction, and visualization Part 2: Supervised learning: Naive Bayes Classification and logistic regression Part 3: K means clustering and anomaly detection 6. close. These data are taken from a larger dataset, described in Rousseauw et al, 1983, South African Medical Journal. Metadata Updated: May 22, 2021. The South African Heart Disease dataset obtained from KEEL ((Knowledge Extraction based o n Evolutionary Learning), 2004- 2018) is av ailable in .dat file format. There are roughly two controls per case of coronary heart disease. Updated May 26, 2022 | Created May 26, 2022 . Comment. The "goal" field refers to the presence of heart disease in the patient. The most common type of heart disease is coronary heart disease and it has killed 17.5 million people every year. Data. In some cases the measurements were made after these treatments. Cannot retrieve contributors at this time. We chose to index papers related to CAD detection using machine learning and data mining approaches that are published between 1992 and 2018. Updated 4 years ago. Experiments with the Cleveland database have concentrated on simply attempting to distinguish presence (values 1,2,3,4) from absence (value 0). South Africa heart attack data from ELSL; by Xinyu_Jiao; Last updated about 6 years ago Hide Comments (-) Share Hide Toolbars County rates are spatially smoothed. row.names,sbp,tobacco,ldl,adiposity,famhist,typea,obesity,alcohol,age,chd 1,160,12.00, 5.73,23.11,Present,49,25.30, 97.20,52,1 2,144, 0.01, 4.41,28.61,Absent,55,28.87 . Dataset with 37 projects 14 files 22 tables. Appalachian Play Fairway Analysis Seismic Hazards Supporting Data. Description A retrospective sample of males in a heart-disease high-risk region of the Western Cape, South Africa. Usage data (SAheart) Arguments Format A data frame with 462 observations on the following 10 variables. Only HIV and AIDS claims more lives nationally. Profiling health challenges faced by adolescents (10-19 years) in South Africa.
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