Dataset Name: Indicators of Heart Disease (2022 UPDATE)
Basic Description: 2022 annual CDC survey data of 400k+ adults related to their health status
๐ FULL DATASET DESCRIPTION:
==================================
According to the CDC, heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect "patterns" in the data that can predict a patient's condition.
The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the CDC: "Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.
๐ฅ DATASET DOWNLOAD INFORMATION
==================================
๐ด Dataset Size: Download dataset as zip (22 MB)
๐ฐ Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/kamilpytlak/personal-key-indicators-of-heart-disease
๐ Additional information:
==================================
File count not found
Views: 503,000
Downloads: 90,500
๐ RELATED NOTEBOOKS:
==================================
1. Heart Disease. Exploratory data analysis. | Upvotes: 981
URL: https://www.kaggle.com/code/georgyzubkov/heart-disease-exploratory-data-analysis
2. Diabetes Health Indicators Dataset | Upvotes: 771
URL: https://www.kaggle.com/datasets/alexteboul/diabetes-health-indicators-dataset
3. Heart Disease Prediction | Upvotes: 736
URL: https://www.kaggle.com/code/andls555/heart-disease-prediction
4. Advance Data Preprocessing | Upvotes: 711
URL: https://www.kaggle.com/code/nkitgupta/advance-data-preprocessing
5. Coronary Heart Disease Prediction in Ten Years | Upvotes: 2
URL: https://www.kaggle.com/datasets/palakdoshijain/coronary-heart-disease-prediction-in-ten-years
==================================
โญ๏ธ By: https://t.me/datasets1
Basic Description: 2022 annual CDC survey data of 400k+ adults related to their health status
๐ FULL DATASET DESCRIPTION:
==================================
According to the CDC, heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect "patterns" in the data that can predict a patient's condition.
The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the CDC: "Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.
๐ฅ DATASET DOWNLOAD INFORMATION
==================================
๐ด Dataset Size: Download dataset as zip (22 MB)
๐ฐ Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/kamilpytlak/personal-key-indicators-of-heart-disease
๐ Additional information:
==================================
File count not found
Views: 503,000
Downloads: 90,500
๐ RELATED NOTEBOOKS:
==================================
1. Heart Disease. Exploratory data analysis. | Upvotes: 981
URL: https://www.kaggle.com/code/georgyzubkov/heart-disease-exploratory-data-analysis
2. Diabetes Health Indicators Dataset | Upvotes: 771
URL: https://www.kaggle.com/datasets/alexteboul/diabetes-health-indicators-dataset
3. Heart Disease Prediction | Upvotes: 736
URL: https://www.kaggle.com/code/andls555/heart-disease-prediction
4. Advance Data Preprocessing | Upvotes: 711
URL: https://www.kaggle.com/code/nkitgupta/advance-data-preprocessing
5. Coronary Heart Disease Prediction in Ten Years | Upvotes: 2
URL: https://www.kaggle.com/datasets/palakdoshijain/coronary-heart-disease-prediction-in-ten-years
==================================
โญ๏ธ By: https://t.me/datasets1
โค1
Forwarded from Machine Learning
๐ฅ Trending Repository: awesome-public-datasets
๐ Description: A topic-centric list of HQ open datasets.
๐ Repository URL: https://github.com/awesomedata/awesome-public-datasets
๐ Website: https://awesomedataworld.slack.com
๐ Readme: https://github.com/awesomedata/awesome-public-datasets#readme
๐ Statistics:
๐ Stars: 64.6K stars
๐ Watchers: 2.3k
๐ด Forks: 10.3K forks
๐ป Programming Languages: Not available
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.me/DataScienceM
๐ Description: A topic-centric list of HQ open datasets.
๐ Repository URL: https://github.com/awesomedata/awesome-public-datasets
๐ Website: https://awesomedataworld.slack.com
๐ Readme: https://github.com/awesomedata/awesome-public-datasets#readme
๐ Statistics:
๐ Stars: 64.6K stars
๐ Watchers: 2.3k
๐ด Forks: 10.3K forks
๐ป Programming Languages: Not available
๐ท๏ธ Related Topics:
#opendata #datasets #aaron_swartz #awesome_public_datasets
==================================
๐ง By: https://t.me/DataScienceM
โค1
Dataset Name: Energy consumption of the Netherlands
Basic Description: Electricity and Gas consumed in the Netherlands every year
๐ FULL DATASET DESCRIPTION:
==================================
The energy network of the Netherlands is managed by a few companies. Every year, these companies release on their websites a table with the energy consumption of the areas under their administration. The companies are
The data are anonymized by aggregating the Zipcodes so that every entry describes at least 10 connections.
This market is not competitive, meaning that the zones are assigned. This means that every year they roughly provide energy to the same zipcodes. Small changes can happen from year to year either for a change of management or for a different aggregation of zipcodes.
Every file contains information about groups of zipcodes managed by one of the three companies for a specific year.
๐ฅ DATASET DOWNLOAD INFORMATION
==================================
๐ด Dataset Size: Download dataset as zip (146 MB)
๐ฐ Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/lucabasa/dutch-energy
๐ Additional information:
==================================
File count not found
Views: 139,000
Downloads: 111,000
๐ RELATED NOTEBOOKS:
==================================
1. ใฝ๏ธ|3๏ธโฃWays to Deal with Time Series Forecasting | Upvotes: 296
URL: https://www.kaggle.com/code/mfaaris/3-ways-to-deal-with-time-series-forecasting
2. Dutch electricity: EDA, FS, clustering, maps | Upvotes: 199
URL: https://www.kaggle.com/code/bberghuis/dutch-electricity-eda-fs-clustering-maps
3. โก๏ธEnergy EDA๐, Segmentation and Prediction๐งฎ | Upvotes: 86
URL: https://www.kaggle.com/code/ihsncnkz/energy-eda-segmentation-and-prediction
4. Western Europe Power Consumption | Upvotes: 34
URL: https://www.kaggle.com/datasets/francoisraucent/western-europe-power-consumption
5. Monthly Electricity Production in GWh [2010-2022] | Upvotes: 26
URL: https://www.kaggle.com/datasets/ccanb23/iea-monthly-electricity-statistics
==================================
โญ๏ธ By: https://t.me/datasets1
Basic Description: Electricity and Gas consumed in the Netherlands every year
๐ FULL DATASET DESCRIPTION:
==================================
The energy network of the Netherlands is managed by a few companies. Every year, these companies release on their websites a table with the energy consumption of the areas under their administration. The companies are
The data are anonymized by aggregating the Zipcodes so that every entry describes at least 10 connections.
This market is not competitive, meaning that the zones are assigned. This means that every year they roughly provide energy to the same zipcodes. Small changes can happen from year to year either for a change of management or for a different aggregation of zipcodes.
Every file contains information about groups of zipcodes managed by one of the three companies for a specific year.
๐ฅ DATASET DOWNLOAD INFORMATION
==================================
๐ด Dataset Size: Download dataset as zip (146 MB)
๐ฐ Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/lucabasa/dutch-energy
๐ Additional information:
==================================
File count not found
Views: 139,000
Downloads: 111,000
๐ RELATED NOTEBOOKS:
==================================
1. ใฝ๏ธ|3๏ธโฃWays to Deal with Time Series Forecasting | Upvotes: 296
URL: https://www.kaggle.com/code/mfaaris/3-ways-to-deal-with-time-series-forecasting
2. Dutch electricity: EDA, FS, clustering, maps | Upvotes: 199
URL: https://www.kaggle.com/code/bberghuis/dutch-electricity-eda-fs-clustering-maps
3. โก๏ธEnergy EDA๐, Segmentation and Prediction๐งฎ | Upvotes: 86
URL: https://www.kaggle.com/code/ihsncnkz/energy-eda-segmentation-and-prediction
4. Western Europe Power Consumption | Upvotes: 34
URL: https://www.kaggle.com/datasets/francoisraucent/western-europe-power-consumption
5. Monthly Electricity Production in GWh [2010-2022] | Upvotes: 26
URL: https://www.kaggle.com/datasets/ccanb23/iea-monthly-electricity-statistics
==================================
โญ๏ธ By: https://t.me/datasets1
โค6
Dataset Name: Tuberculosis (TB) Chest X-ray Database
Basic Description: The largest TB Chest X-ray Database
๐ FULL DATASET DESCRIPTION:
==================================
Tuberculosis (TB) Chest X-ray Database A team of researchers from Qatar University, Doha, Qatar, and the University of Dhaka, Bangladesh along with their collaborators from Malaysia in collaboration with medical doctors from Hamad Medical Corporation and Bangladesh have created a database of chest X-ray images for Tuberculosis (TB) positive cases along with Normal images. In our current release, there are 700 TB images publicly accessible and 2800 TB images can be downloaded from NIAID TB portal[3] by signing an agreement, and 3500 normal images.
Note: -The research team managed to classify TB and Normal Chest X-ray images with an accuracy of 98.3%. This scholarly work is published in IEEE Access. Please make sure you give credit to us while using the dataset, code, and trained models.
Credit should go to the following: Tawsifur Rahman, Amith Khandakar, Muhammad A. Kadir, Khandaker R. Islam, Khandaker F. Islam, Zaid B. Mahbub, Mohamed Arselene Ayari, Muhammad E. H. Chowdhury. (2020) "Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization". IEEE Access, Vol. 8, pp 191586 - 191601. DOI. 10.1109/ACCESS.2020.3031384. Paper Link
To view images please check image folders and references of each image are provided in the metadata.csv.
Research Team members and their affiliation Muhammad E. H. Chowdhury, PhD (mchowdhury@qu.edu.qa) Department of Electrical Engineering, Qatar University, Doha-2713, Qatar Tawsifur Rahman (tawsifurrahman.1426@gmail.com) Department of Electrical Engineering, Qatar University, Doha-2713, Qatar Amith Khandakar (amitk@qu.edu.qa) Department of Electrical Engineering, Qatar University, Doha-2713, Qatar Rashid Mazhar, MD Thoracic Surgery, Hamad General Hospital, Doha-3050, Qatar Muhammad Abdul Kadir, PhD Department of Biomedical Physics & Technology, University of Dhaka, Dhaka-1000, Bangladesh Zaid Bin Mahbub, PhD Department of Mathematics and Physics, North South University, Dhaka-1229, Bangladesh Khandakar R. Islam, MD Department of Orthodontics, Bangabandhu Sheikh Mujib Medical University, Dhaka-1000, Bangladesh
๐ฅ DATASET DOWNLOAD INFORMATION
==================================
๐ด Dataset Size: Download dataset as zip (696 MB)
๐ฐ Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/tawsifurrahman/tuberculosis-tb-chest-xray-dataset
๐ Additional information:
==================================
File count not found
Views: 171,000
Downloads: 29,200
๐ RELATED NOTEBOOKS:
==================================
1. Tuberculosis_classification_DenseNet121_GradCAM | Upvotes: 219
URL: https://www.kaggle.com/code/sanphats/tuberculosis-classification-densenet121-gradcam
2. Pneumonia Detections Using Deep Learning | Upvotes: 214
URL: https://www.kaggle.com/code/chanchal24/pneumonia-detections-using-deep-learning
3. tuberculosis_0.99 accuracy | Upvotes: 168
URL: https://www.kaggle.com/code/akshayr009/tuberculosis-0-99-accuracy
4. DA and DB - TB Chest X-ray Datasets | Upvotes: 4
URL: https://www.kaggle.com/datasets/vbookshelf/da-and-db-tb-chest-x-ray-datasets
5. Dataset (Covid-Bacterial-Viral-Normal-Emphysema) | Upvotes: 1
URL: https://www.kaggle.com/datasets/minhnhat232/dataset-covid-bacterial-viral-normal-emphysema
==================================
โญ๏ธ By: https://t.me/datasets1
Basic Description: The largest TB Chest X-ray Database
๐ FULL DATASET DESCRIPTION:
==================================
Tuberculosis (TB) Chest X-ray Database A team of researchers from Qatar University, Doha, Qatar, and the University of Dhaka, Bangladesh along with their collaborators from Malaysia in collaboration with medical doctors from Hamad Medical Corporation and Bangladesh have created a database of chest X-ray images for Tuberculosis (TB) positive cases along with Normal images. In our current release, there are 700 TB images publicly accessible and 2800 TB images can be downloaded from NIAID TB portal[3] by signing an agreement, and 3500 normal images.
Note: -The research team managed to classify TB and Normal Chest X-ray images with an accuracy of 98.3%. This scholarly work is published in IEEE Access. Please make sure you give credit to us while using the dataset, code, and trained models.
Credit should go to the following: Tawsifur Rahman, Amith Khandakar, Muhammad A. Kadir, Khandaker R. Islam, Khandaker F. Islam, Zaid B. Mahbub, Mohamed Arselene Ayari, Muhammad E. H. Chowdhury. (2020) "Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization". IEEE Access, Vol. 8, pp 191586 - 191601. DOI. 10.1109/ACCESS.2020.3031384. Paper Link
To view images please check image folders and references of each image are provided in the metadata.csv.
Research Team members and their affiliation Muhammad E. H. Chowdhury, PhD (mchowdhury@qu.edu.qa) Department of Electrical Engineering, Qatar University, Doha-2713, Qatar Tawsifur Rahman (tawsifurrahman.1426@gmail.com) Department of Electrical Engineering, Qatar University, Doha-2713, Qatar Amith Khandakar (amitk@qu.edu.qa) Department of Electrical Engineering, Qatar University, Doha-2713, Qatar Rashid Mazhar, MD Thoracic Surgery, Hamad General Hospital, Doha-3050, Qatar Muhammad Abdul Kadir, PhD Department of Biomedical Physics & Technology, University of Dhaka, Dhaka-1000, Bangladesh Zaid Bin Mahbub, PhD Department of Mathematics and Physics, North South University, Dhaka-1229, Bangladesh Khandakar R. Islam, MD Department of Orthodontics, Bangabandhu Sheikh Mujib Medical University, Dhaka-1000, Bangladesh
๐ฅ DATASET DOWNLOAD INFORMATION
==================================
๐ด Dataset Size: Download dataset as zip (696 MB)
๐ฐ Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/tawsifurrahman/tuberculosis-tb-chest-xray-dataset
๐ Additional information:
==================================
File count not found
Views: 171,000
Downloads: 29,200
๐ RELATED NOTEBOOKS:
==================================
1. Tuberculosis_classification_DenseNet121_GradCAM | Upvotes: 219
URL: https://www.kaggle.com/code/sanphats/tuberculosis-classification-densenet121-gradcam
2. Pneumonia Detections Using Deep Learning | Upvotes: 214
URL: https://www.kaggle.com/code/chanchal24/pneumonia-detections-using-deep-learning
3. tuberculosis_0.99 accuracy | Upvotes: 168
URL: https://www.kaggle.com/code/akshayr009/tuberculosis-0-99-accuracy
4. DA and DB - TB Chest X-ray Datasets | Upvotes: 4
URL: https://www.kaggle.com/datasets/vbookshelf/da-and-db-tb-chest-x-ray-datasets
5. Dataset (Covid-Bacterial-Viral-Normal-Emphysema) | Upvotes: 1
URL: https://www.kaggle.com/datasets/minhnhat232/dataset-covid-bacterial-viral-normal-emphysema
==================================
โญ๏ธ By: https://t.me/datasets1
โค5
Dataset Name: NBA Database
Basic Description: Daily Updated SQLite Database โ 64,000+ Games, 4800+ Players, and 30 Teams ๐
๐ FULL DATASET DESCRIPTION:
==================================
This dataset is updated daily and includes:
โฎ View the and โฎ Sponsor project:
๐ฅ DATASET DOWNLOAD INFORMATION
==================================
๐ด Dataset Size: Download dataset as zip (731 MB)
๐ฐ Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/wyattowalsh/basketball
๐ Additional information:
==================================
File count not found
Views: 353,000
Downloads: 46,700
๐ RELATED NOTEBOOKS:
==================================
1. Historic NBA Drafting, Game, and Player Analysis | Upvotes: 263
URL: https://www.kaggle.com/code/agilesifaka/historic-nba-drafting-game-and-player-analysis
2. NBA Stats (1947-present) | Upvotes: 195
URL: https://www.kaggle.com/datasets/sumitrodatta/nba-aba-baa-stats
3. Database Updater (Daily) | Upvotes: 58
URL: https://www.kaggle.com/code/wyattowalsh/database-updater-daily
4. Using SQL | Upvotes: 58
URL: https://www.kaggle.com/code/wyattowalsh/using-sql
5. NBA Games Box Score Since 1949 | Upvotes: 11
URL: https://www.kaggle.com/datasets/rafaelgreca/nba-games-box-score-since-1949
==================================
โญ๏ธ By: https://t.me/datasets1
Basic Description: Daily Updated SQLite Database โ 64,000+ Games, 4800+ Players, and 30 Teams ๐
๐ FULL DATASET DESCRIPTION:
==================================
This dataset is updated daily and includes:
โฎ View the and โฎ Sponsor project:
๐ฅ DATASET DOWNLOAD INFORMATION
==================================
๐ด Dataset Size: Download dataset as zip (731 MB)
๐ฐ Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/wyattowalsh/basketball
๐ Additional information:
==================================
File count not found
Views: 353,000
Downloads: 46,700
๐ RELATED NOTEBOOKS:
==================================
1. Historic NBA Drafting, Game, and Player Analysis | Upvotes: 263
URL: https://www.kaggle.com/code/agilesifaka/historic-nba-drafting-game-and-player-analysis
2. NBA Stats (1947-present) | Upvotes: 195
URL: https://www.kaggle.com/datasets/sumitrodatta/nba-aba-baa-stats
3. Database Updater (Daily) | Upvotes: 58
URL: https://www.kaggle.com/code/wyattowalsh/database-updater-daily
4. Using SQL | Upvotes: 58
URL: https://www.kaggle.com/code/wyattowalsh/using-sql
5. NBA Games Box Score Since 1949 | Upvotes: 11
URL: https://www.kaggle.com/datasets/rafaelgreca/nba-games-box-score-since-1949
==================================
โญ๏ธ By: https://t.me/datasets1
โค8
Forwarded from Data Science Jupyter Notebooks
๐ฅ Trending Repository: public-apis
๐ Description: A collective list of free APIs
๐ Repository URL: https://github.com/public-apis/public-apis
๐ Website: https://APILayer.com/?utm_source=Github&utm_medium=Referral&utm_campaign=Public-apis-repo
๐ Readme: https://github.com/public-apis/public-apis#readme
๐ Statistics:
๐ Stars: 369K stars
๐ Watchers: 4.4k
๐ด Forks: 38.8K forks
๐ป Programming Languages: Python - Shell
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.me/DataScienceM
๐ Description: A collective list of free APIs
๐ Repository URL: https://github.com/public-apis/public-apis
๐ Website: https://APILayer.com/?utm_source=Github&utm_medium=Referral&utm_campaign=Public-apis-repo
๐ Readme: https://github.com/public-apis/public-apis#readme
๐ Statistics:
๐ Stars: 369K stars
๐ Watchers: 4.4k
๐ด Forks: 38.8K forks
๐ป Programming Languages: Python - Shell
๐ท๏ธ Related Topics:
#api #lists #open_source #list #development #public #resources #dataset #free #software #apis #public_api #public_apis
==================================
๐ง By: https://t.me/DataScienceM
โค5
Forwarded from Machine Learning
๐ Creating a Streamlit App for Satellite Imagery Visualization: A Step-by-Step Guide
๐ Category: DATA VISUALIZATION
๐ Date: 2024-06-21 | โฑ๏ธ Read time: 11 min read
Explore any point on Earth at any time using satellite data with Streamlit
๐ Category: DATA VISUALIZATION
๐ Date: 2024-06-21 | โฑ๏ธ Read time: 11 min read
Explore any point on Earth at any time using satellite data with Streamlit
โค4
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๐ Global Earthquake-Tsunami Risk Assessment Dataset
๐ Description:
The Global Earthquake-Tsunami Risk Assessment Dataset is a comprehensive, machine learning-ready dataset containing seismic characteristics and tsunami potential indicators for 782 significant earthquakes recorded globally from 2001 to 2022. This dataset is specifically designed for tsunami risk pre...
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 1
โข Downloads: 216,000
๐ Popular Notebooks:
1. /timurtaepov/tsunami-risk-prediction-with-geo-rbf
2. /lightonkalumba/predicting-tsunamis-a-deep-dive-2001-2022
3. /hsantaymas/tsunami-prediction-debunking-94-accuracy
๐ Powered by @datasets1
๐ Description:
The Global Earthquake-Tsunami Risk Assessment Dataset is a comprehensive, machine learning-ready dataset containing seismic characteristics and tsunami potential indicators for 782 significant earthquakes recorded globally from 2001 to 2022. This dataset is specifically designed for tsunami risk pre...
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 1
โข Downloads: 216,000
๐ Popular Notebooks:
1. /timurtaepov/tsunami-risk-prediction-with-geo-rbf
2. /lightonkalumba/predicting-tsunamis-a-deep-dive-2001-2022
3. /hsantaymas/tsunami-prediction-debunking-94-accuracy
๐ Powered by @datasets1
โค4๐ฅ1
๐ Hospital Beds Management
๐ Description:
This collection of synthetic hospital datasets is designed to simulate real-world operations for a medium-sized hospital, focusing on staffing, patient admissions, and bed allocation among services. The data allows for exploration and analysis of hospital resource distribution, including personnel d...
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 4
โข Downloads: 490,000
๐ Popular Notebooks:
1. /calebboen/predicting-patient-satisfaction
2. /khadijaisse/managing-hospital-beds
3. /moneebarifbbs/hospitalmangment
๐ Powered by @datasets1
๐ Description:
This collection of synthetic hospital datasets is designed to simulate real-world operations for a medium-sized hospital, focusing on staffing, patient admissions, and bed allocation among services. The data allows for exploration and analysis of hospital resource distribution, including personnel d...
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 4
โข Downloads: 490,000
๐ Popular Notebooks:
1. /calebboen/predicting-patient-satisfaction
2. /khadijaisse/managing-hospital-beds
3. /moneebarifbbs/hospitalmangment
๐ Powered by @datasets1
โค5๐1
๐ Life Style Data
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 2
โข Downloads: 216,000
๐ Popular Notebooks:
1. /jockeroika/life-style-analysis
2. /jockeroika/health-lifestyle-recommendation-system
3. /jockeroika/workout-recommendation-system
๐ Powered by @datasets1
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 2
โข Downloads: 216,000
๐ Popular Notebooks:
1. /jockeroika/life-style-analysis
2. /jockeroika/health-lifestyle-recommendation-system
3. /jockeroika/workout-recommendation-system
๐ Powered by @datasets1
โค3
๐ BMW Worldwide Sales Records (2010โ2024)
๐ Description:
This dataset provides detailed sales information for BMW vehicles from 2010 to 2024 across global regions. It includes attributes such as model, year, engine size, mileage, transmission type, fuel type, price, and sales volume. Scholars and analysts can use it to explore market trends, pricing appro...
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 1
โข Downloads: 414,000
๐ Popular Notebooks:
1. /devraai/bmw-sales-analysis-and-prediction-20102024
2. /sonawanelalitsunil/bmw-global-sales-trends-2010-24-ml-100
3. /elmarhagverdiyev/bmw-sales-analysis-2010-2024
๐ Powered by @datasets1
๐ Description:
This dataset provides detailed sales information for BMW vehicles from 2010 to 2024 across global regions. It includes attributes such as model, year, engine size, mileage, transmission type, fuel type, price, and sales volume. Scholars and analysts can use it to explore market trends, pricing appro...
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 1
โข Downloads: 414,000
๐ Popular Notebooks:
1. /devraai/bmw-sales-analysis-and-prediction-20102024
2. /sonawanelalitsunil/bmw-global-sales-trends-2010-24-ml-100
3. /elmarhagverdiyev/bmw-sales-analysis-2010-2024
๐ Powered by @datasets1
โค3
๐ Student exam score dataset analysis
๐ Description:
This dataset shows all information about student performance in exam. so exam score related with student study habits and background to support analysis of student performance. This dataset use in college, school and university ect, for student exam score student are pass or fail. This dataset are c...
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 1
โข Downloads: 216,000
๐ Popular Notebooks:
1. /ahmedelawady8/student-exam-score-prediction
2. /chitranshusinha/student-exam-score-prediction
3. /quetanit/student-examination-lsm-84-68
๐ Powered by @datasets1
๐ Description:
This dataset shows all information about student performance in exam. so exam score related with student study habits and background to support analysis of student performance. This dataset use in college, school and university ect, for student exam score student are pass or fail. This dataset are c...
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 1
โข Downloads: 216,000
๐ Popular Notebooks:
1. /ahmedelawady8/student-exam-score-prediction
2. /chitranshusinha/student-exam-score-prediction
3. /quetanit/student-examination-lsm-84-68
๐ Powered by @datasets1
โค2๐ฅ1
๐ Shopping_Behavior_Dataset
๐ Description:
This dataset contains detailed information about customer demographics and shopping behavior. It includes attributes such as gender, age group, time period income, and spending score, providing insights into how consumer characteristics influence purchasing decisions. The data can be used for market...
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 1
โข Downloads: 414,000
๐ Popular Notebooks:
1. /devraai/shopping-behavior-analysis-and-purchase-prediction
2. /sumedh1507/shopping-behaviour-insights
3. /alexkhr/omprehensive-multi-method-clustering-and-insights
๐ Powered by @datasets1
๐ Description:
This dataset contains detailed information about customer demographics and shopping behavior. It includes attributes such as gender, age group, time period income, and spending score, providing insights into how consumer characteristics influence purchasing decisions. The data can be used for market...
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 1
โข Downloads: 414,000
๐ Popular Notebooks:
1. /devraai/shopping-behavior-analysis-and-purchase-prediction
2. /sumedh1507/shopping-behaviour-insights
3. /alexkhr/omprehensive-multi-method-clustering-and-insights
๐ Powered by @datasets1
โค3๐ฅ1
๐ Health Lifestyle Dataset
๐ Description:
This dataset is useful for students, researchers, and data enthusiasts who want to practice data analysis, visualization, and machine learning in the health domain. โ This dataset can be used for health analysis, disease prediction, and exploring lifestyle impacts on human health.
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 1
โข Downloads: 264,000
๐ Popular Notebooks:
1. /tan5577/eda-for-healthy-life-style-2025
2. /rehan497/health-lifestyle-data-analysis
3. /devraai/health-and-lifestyle-data-analysis-and-prediction
๐ Powered by @datasets1
๐ Description:
This dataset is useful for students, researchers, and data enthusiasts who want to practice data analysis, visualization, and machine learning in the health domain. โ This dataset can be used for health analysis, disease prediction, and exploring lifestyle impacts on human health.
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 1
โข Downloads: 264,000
๐ Popular Notebooks:
1. /tan5577/eda-for-healthy-life-style-2025
2. /rehan497/health-lifestyle-data-analysis
3. /devraai/health-and-lifestyle-data-analysis-and-prediction
๐ Powered by @datasets1
๐ฅ1
๐ Student Success: Factors & Insights
๐ Description:
This dataset contains information of about 6,590 students and the factors that may affect their academic performance. It includes variables such as study habits, attendance, parental involvement, access to resources, extracurricular activities, sleep hours, motivation, and socio-economic background....
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 1
โข Downloads: 348,000
๐ Popular Notebooks:
1. /iqranaz240/data-visualization-pandas
2. /sonawanelalitsunil/student-success-insights-eda-ml-94-10
3. /sumedh1507/predicting-exam-score
๐ Powered by @datasets1
๐ Description:
This dataset contains information of about 6,590 students and the factors that may affect their academic performance. It includes variables such as study habits, attendance, parental involvement, access to resources, extracurricular activities, sleep hours, motivation, and socio-economic background....
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 1
โข Downloads: 348,000
๐ Popular Notebooks:
1. /iqranaz240/data-visualization-pandas
2. /sonawanelalitsunil/student-success-insights-eda-ml-94-10
3. /sumedh1507/predicting-exam-score
๐ Powered by @datasets1
โค2๐ฅ1
๐ Mental Health & Social Media Balance Dataset
๐ Description:
This dataset captures the delicate relationship between social media habits and mental well-being. It combines variables such as screen time, stress level, sleep quality, digital detox days, and happiness index. Ideal for regression, correlation, or mental health prediction tasks. This dataset captu...
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 1
โข Downloads: 137,000
๐ Popular Notebooks:
1. /devraai/mental-health-and-social-media-data-analysis
2. /mahmoudredagamail/mental-health-social-media-balance-dataset
3. /miadul/mental-health-social-media-behavior-analysis
๐ Powered by @datasets1
๐ Description:
This dataset captures the delicate relationship between social media habits and mental well-being. It combines variables such as screen time, stress level, sleep quality, digital detox days, and happiness index. Ideal for regression, correlation, or mental health prediction tasks. This dataset captu...
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 1
โข Downloads: 137,000
๐ Popular Notebooks:
1. /devraai/mental-health-and-social-media-data-analysis
2. /mahmoudredagamail/mental-health-social-media-balance-dataset
3. /miadul/mental-health-social-media-behavior-analysis
๐ Powered by @datasets1
๐ฅ1
๐ ๐ World Population by Country 2025 (Latest)
๐ Description:
๐ Whether youโre analyzing Asiaโs population boom, Europeโs aging curve, or Africaโs youthful surge โ this dataset gives you a complete view of the worldโs demographic balance in 2025. ๐ With 233 rows and 12 insightful columns, itโs ready for your next EDA, visualization, or predictive modeling proj...
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 1
โข Downloads: 216,000
๐ Popular Notebooks:
1. /wafaaelhusseini/analyzing-the-world-population-2025
2. /devraai/world-population-2025-analysis-and-prediction
3. /yigitcanbltc/the-human-development-matrix
๐ Powered by @datasets1
๐ Description:
๐ Whether youโre analyzing Asiaโs population boom, Europeโs aging curve, or Africaโs youthful surge โ this dataset gives you a complete view of the worldโs demographic balance in 2025. ๐ With 233 rows and 12 insightful columns, itโs ready for your next EDA, visualization, or predictive modeling proj...
๐ฅ Download:
โข Size: Size not specified
โข Direct API: Download Link
๐ Stats:
โข Files: 1
โข Downloads: 216,000
๐ Popular Notebooks:
1. /wafaaelhusseini/analyzing-the-world-population-2025
2. /devraai/world-population-2025-analysis-and-prediction
3. /yigitcanbltc/the-human-development-matrix
๐ Powered by @datasets1
โค4๐ฅ1