diabetes
Datasets
All datasets matching “diabetes”DiabetesResearchPaperdiabetes_eda_analysis
Diabetes Dataset — Exploratory Data Analysis (EDA)
This repository contains a diabetes-related tabular dataset and a complete Exploratory Data Analysis (EDA).The main objective of this project was to learn how to conduct a structured EDA, apply best practices, and extract meaningful insights from real-world health data.
The analysis includes correlations, distributions, group comparisons, class balance exploration, and statistical interpretations that illustrate how different… See the full description on the dataset page: https://huggingface.co/datasets/guyshilo12/diabetes_eda_analysis.diabetes-readmissionPort of the diabetes-readmission dataset from UCI (link here). See details there and use carefully.
Basic preprocessing done by the imodels team in this notebook.
The target is the binary outcome readmitted.
Sample usage
Load the data:
from datasets import load_dataset
dataset = load_dataset("imodels/diabetes-readmission")
df = pd.DataFrame(dataset['train'])
X = df.drop(columns=['readmitted'])
y = df['readmitted'].values
Fit a model:
import imodels
import numpy as np
m =… See the full description on the dataset page: https://huggingface.co/datasets/imodels/diabetes-readmission.alexteboul_diabetes-health-indicators-dataset
Diabetes Health Indicators Dataset
253,680 survey responses from cleaned BRFSS 2015 + balanced dataset
Dataset Info
Source: Kaggle
Original Size: 6.03 MB
Kaggle Downloads: 140,865
Files: 3
Files
diabetes_012_health_indicators_BRFSS2015.csv
diabetes_binary_5050split_health_indicators_BRFSS2015.csv
diabetes_binary_health_indicators_BRFSS2015.csv
Mirrored from Kaggle
uci-diabetes-130-us-hospitals
UCI Diabetes 130-US Hospitals, 1999–2008 — source mirror
Real publicly released hospital encounter data, not synthetic data. This is an
unofficial provenance-bearing mirror for statistical analysis and RareBurden
public-data node engineering. It is not a monogenic-diabetes cohort, a country
node deployment, clinical validation or evidence of hospital participation in
RareBurden. The train split is a hosting convention, not a study-design split.
Attribution and rights… See the full description on the dataset page: https://huggingface.co/datasets/edithatogo/uci-diabetes-130-us-hospitals.cdc-diabetes-health-indicators