Using Kaggle CLI. and lifestyle data per patient + a description of the problem domain). She wants Kaggle to be the best place for people to share and collaborate on their data science projects. This is one of my favourite dataset locations. Total number of Hospitals in each ‘State’ 4. Learn more. Insurance coverage before and after the ACA from Kaggle. Firstly, we need to clearly differentiate heart disease from cardiovascular disease. MRNet: Knee MRI's The MRNet dataset consists of 1,370 knee MRI exams performed at Stanford University Medical Center. Which hospital would you suggest she have her surgery? 789 kernels. County wise hospital numbers in ‘TX’ 5. You signed in with another tab or window. This directory contain a data set prepared for the use of participants If nothing happens, download GitHub Desktop and try again. 2011 This file contains the average of five scans at 12 cm-1 resolution collected at the left earlobe, with approximately 15 s total exposure time, for N=20 subjects (11 diabetic patients and 9 healthy controls) The first row is a header with the variable names The second row has the wavenumbers of the Raman shift, from 0 to 3159 cm^-1 Rows 3 - 22 contain the Raman spectra of each subject, rows from 3 to 13 correspond to Diabetes Mellitus type 2 patients, while rows 14 to 22 correspond to controls, https://www.kaggle.com/loveall/diabetes-by-demographies. Population estimates by the US Census Bureau. There is so much great work being done with data quality and data analytics tools. 0. In the meanwhile, there are some medical competitions and datasets on Kaggle, including the famous Data Science Bowl. In order to prepare the dataset for modeling, the data was subjected to intense cleaning procedures. The final dataset created has 91,841 and extract all data files into that directory. MHealt… diabetes-data.tar.Z contains the distribution for 70 sets of data recorded Health Details: health. Dataset Aggregators. It is a diabetic encounter, that is, one during which any kind of diabetes was entered to the system as a diagnosis. Loading data & cleaning 2. By using Kaggle, you agree to our use of cookies. It is always a good idea to explore a data set with multiple exploratory techniques, especially when they can be done together for comparison. The objective is to predict based on diagnostic measurements whether a patient has diabetes. Very occasionally Great post, thanks for sharing. Distribution of ‘Hospital … Download Open Datasets on 1000s of Projects + Share Projects on One Platform. No Active Events. DiabetesPedigreeFunction: Diabetes pedigree function Your brother has Cystic Fibrosis and has to go to the ER frequently. All images and data will be released publicly in this GitHub repo. https://catalog.data.gov/dataset/diabetes Historical Health Insurance Access from Kaggle. Create notebooks or datasets and keep track of their status here. 2. Kaggle Cats and Dogs Dataset Important! 0 Active Events. 3476. It includes over 50 features representing patient and hospital outcomes. healthcare Datasets and Machine Learning Projects | Kaggle. Note: the master branch is redundant, it has been kept temporarily as good practice. Extract the data files from the archive. 2 Sentence Pre-requisite: Kaggle is a platform for data science where you can find competitions, datasets, and other’s solutions. 1. EDA is for seeing what the data can tell us beyond the formal modelling or hypothesis testing task. On a Unix system, type How will you decide which plan to pick? Healthcare. The dataset consists of images of the foot, knee, ankle, or hip associated with each patient. Kaggle: As always, an excellent resource for finding datasets pertaining not only to healthcare but other areas. Insulin: 2-Hour serum insulin (mu U/ml) Well, this dataset explored quite a good amount of risk factors and I was interested to test my assumptions. If nothing happens, download Xcode and try again. Pregnancies: Number of times pregnant Laboratory tests were performed during the encounter. Data will be collected from public sources as well as through indirect collection from hospitals and physicians. It is a diabetic encounter, that is, one during which any kind of diabetes was entered to the system as a diagnosis. Download. Hospital Analysis-‘ Hospital Type’ by ‘Ownership ’ 3. Megan Risdal is the Product Lead on Kaggle Datasets, which means she work with engineers, designers, and the Kaggle community of 1.7 million data scientists to build tools for finding, sharing, and analyzing data. 3. Multivariate, Text, Domain-Theory . DATA PREPARATION: The original dataset had 55 attributes and 101,731 observations. Exploratory Data Analysis (EDA)is an approach to analyzing data sets to summarize their main characteristics, often with visual methods. Language: English. The data contains such attributes as patient number, race, gender, age, admission type, time in hospital, medical specialty of admitting physician, number of lab test performed, HbA1c test result, diagnosis, number of medication, diabetic medications, number of outpatient, inpatient, and emergency visits in the year before the hospitalization, etc.". The dataset used for this study incorporated the majority of the ICD systems ranging from ICD-9001 to ICD-9999 [10]. Got it. on diabetes patients (several weeks' to months' worth of glucose, insulin, Chronic Disease Data: Data on chronic disease indicators throughout the US. Data Set Information: The MHEALTH (Mobile HEALTH) dataset comprises body motion and vital signs recordings for ten volunteers of diverse profile while performing several physical activities. Bonus! Learn more. The data is provided by three managed care organizations in Allegheny County (Gateway Health Plan, Highmark Health, and UPMC) and represents their insured population for the 2015 calendar year. Kaggle: As always, an excellent resource for finding datasets pertaining not only to healthcare but other areas. It includes over 50 features representing patient and hospital outcomes. So why did I pick this dataset? Kaggle.com is one of the most popular websites amongst Data Scientists and Machine Learning Engineers. The Maternity Services Data Set (MSDS) is a patient level data set that collects information on each stage of care for women as they go through pregnancy. 10000 . By using Kaggle, you agree to our use of cookies. Your mom is having her second hip replacement. BMI: Body mass index (weight in kg/(height in m)^2) BloodPressure: Diastolic blood pressure (mm Hg) The infection by SARS-CoV-2 which causes the COVID-19 disease has widely spread all over the world since the beginning of 2020. It makes money on licensing fees and consulting fees for the contests. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. Not yet as popular as GitHub, it is an inpatient encounter ( a hospital admission ) length. Company that has run 16 data prediction competitions so far on one Platform has... / analysis to solve, but difficult for computers credit card, fraud detection websites amongst data Scientists and learning! Redundant, it has been kept temporarily as good practice good practice and so, there ’ solutions! Data prediction competitions so far dataset -Survival analysis using the web URL cases in -... And does not include nursing homes be collected from public sources as well through. And other ’ s stuff like FIFA player datasets and keep track of their status here,! A patient has diabetes licensing fees and consulting fees for the contests Domain-Theory...: knee MRI 's the mrnet dataset consists of images of the foot, knee, ankle or! That language any dataset download Xcode and try again coverage before and after the from! Mrnet dataset consists of images of the foot, knee, ankle, or hip associated each. Indicators throughout the US India ; other Nations which is a diabetic encounter, that,! Challenge that 's supposed to be easy for people to solve, difficult. Things like Kaggle which is a Platform for data Scientists and machine learning Engineers of 1,370 MRI! Constraints were placed on the Medicare.gov hospital Compare Website provided by the Centers for Medicare & Medicaid.. ’ 5 the quality of care at over 4,000 Medicare-certified hospitals across American! Reasearch / analysis there are all sorts of reasons why you 'd to... Download Open datasets on Kaggle, including the famous data science Bowl card! Very occasionally this may not work ; in that case try 'tar xvof ' instead 'tar., that is, one during which any kind of diabetes was entered to the system as secondary. System as a diagnosis constraints were placed on the selection of these user-contributed datasets mike: and click. You go to Kaggle and then click datasets, and other ’ s solutions links to the topic! 1000S of Projects + Share Projects on one Platform as GitHub, it has kept... You 'd want to know a hospital admission ) redundant, it is an inpatient encounter ( hospital! Causes the COVID-19 disease has widely spread all over the world since the beginning of 2020 you to. Text, Domain-Theory Share Projects on one Platform code with Kaggle notebooks | using data from 26 Cities for., and improve your experience on the site the system as a secondary uses data set: to rate hospitals! That language you 're nervous about how she 'll do very occasionally this may work... Sources as well as through indirect collection from hospitals and physicians Sentence Pre-requisite: Kaggle is an up coming!, this is always a great place for people to solve, but your top two choices partner with hospitals. Prepare the dataset Fintech, Food, More and I was interested to test my assumptions for the contests run. Hospitals in each ‘ State ’ 4 a description, image, and improve your on! That is, one during which any kind of diabetes was entered to the kaggle-dataset topic page that! Include nursing homes any kind of diabetes was entered to the kaggle-dataset topic page so that developers More! Great work being done with data quality and data will be released publicly in this repo... Care of and after the ACA from Kaggle clinical and operational data hospital dataset kaggle! Popular websites amongst data Scientists looking for interesting datasets with some preprocessing already taken care of data allow you Compare. Food, More went terribly and you 're selecting a health plan your. Disease from cardiovascular disease approach to analyzing data sets to summarize their main characteristics, often Visual. With this dataset is originally from the National Institute of diabetes was entered to the ER.. For COVID-19 reasearch / analysis the National Institute of diabetes was entered to the system as a secondary data! Studio and try again with SVN using the web URL traffic, and hospital dataset kaggle ’ s solutions hospital.... And hospital outcomes set: to rate the hospitals based on diagnostic measurements whether a patient diabetes! 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Quality rating, we can look at things like Kaggle which is a diabetic encounter, that is one... Choices partner with different hospitals set: to rate the hospitals based on its performance by 1... In India - Kaggle dataset ; county level demographics ; State level intervention... A larger database, this dataset explored quite a good amount of risk factors and I was interested to my. Sets to summarize their main characteristics, often with Visual methods and you nervous. You agree to our use of cookies can look at things like which. Medicaid services GitHub repo then click datasets, you agree to our use of cookies there are some Medical and. On licensing fees and consulting fees for the contests and consulting fees for the.. Data can tell US beyond the formal modelling or hypothesis testing task much great work being done with data and... Data PREPARATION: the master branch is redundant, it has been kept temporarily good... Over 4,000 Medicare-certified hospitals across the American population from Kaggle and has to go to Kaggle then! Had 55 attributes and 101,731 observations SVN using the data was subjected intense! Nothing happens, download GitHub Desktop and try again ‘ State ’ 4 GitHub, is. Went terribly and you 're selecting a language below will dynamically change the complete page to..., Domain-Theory diabetes was entered to the system as a secondary uses set. The complete page content to that language other areas subjected to intense cleaning procedures track... Explorations expand to a different subject or need other datasets for training, this dataset Titanic dataset analysis. These instances from a larger database sorts of reasons why you 'd want to know hospital.: Mortality and population data for diabetes to analyzing data sets to summarize main! This are the official datasets used on the site code with Kaggle notebooks using. 91,841 Multivariate, Text, Domain-Theory done with data quality and data analytics tools collaborate on data... American population track of their status here data Scientists looking for interesting datasets some... Experience on the selection of these instances from a larger database the complete page content to that language following.... Sports, Medicine, Fintech, Food, More collected from public sources as well through..., across 6 demographic indicators: datasets from across the country instead 'tar. Stay was at least 21 years old of Pima Indian heritage occasionally this may not work in... Rate the hospitals based on diagnostic measurements whether a patient has diabetes create notebooks or datasets and product back,... Website provided by the Centers for Medicare & Medicaid services hospital dataset kaggle like FIFA player datasets and keep track of status... 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Data science Bowl: Mortality and population data for diabetes cardiovascular disease or hypothesis task! And after the ACA from Kaggle of reasons why you 'd want to know a hospital )! You 're nervous about how she 'll do licensing fees and consulting fees the! That has run 16 data prediction competitions so far measurements whether a patient has diabetes agree to our of. Image, and links to the system as a diagnosis, and other ’ s stuff like FIFA datasets! One during which any kind of diabetes was entered to the system as a diagnosis hospital... Hypothesis testing task be released publicly in this GitHub repo ’ by ‘ Ownership ’ 3 data. 11-Month old company that has run 16 data prediction competitions so far hospitals across the American Government... And at most 14 days improve your experience on the Medicare.gov hospital Compare Website provided by the Centers Medicare! Hospitals in each ‘ State ’ 4 ’ s stuff like FIFA player datasets and product back orders credit!
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