Health and Hospitals Corporation

**Overview**
This data package contains the information of Health and Hospitals Corporation Facilities, Family Level Options and Patient Satisfaction.

**Description**
This data package shows the information of different hospital that are facilitating patients through treatment centers and community-based clinics. This data package also shows the survey validated by the federal Centers for Medicare and Medicaid Services (CMS) as a standard assessment tool for all hospitals throughout the nation.

**Benefits**
- Useful for patients to check facility options and their satisfaction level.

**License Information**
The use of John Snow Labs datasets is free for personal and research purposes. For commercial use please subscribe to the [Data Library](https://www.johnsnowlabs.com/marketplace/) on John Snow Labs website. The subscription will allow you to use all John Snow Labs datasets and data packages for commercial purposes.

**Included Datasets**
- [Health and Hospitals Corporation Facilities](https://www.johnsnowlabs.com/marketplace/health-and-hospitals-corporation-facilities)
- This dataset shows a list of the 11 acute care hospitals, four skilled nursing facilities, six large diagnostic and treatment centers and community-based clinics that make up the New York City (NYC) Health and Hospitals Corporation (HHC), NYC's public hospital system.
- [Health and Hospitals Corporation Family Level Options](https://www.johnsnowlabs.com/marketplace/health-and-hospitals-corporation-family-level-options)
- This dataset shows that through Health and Hospitals Corporation (HHC) Options, low and moderate-income HHC patients can get affordable healthcare.
- [Health and Hospitals Corporation Patient Satisfaction](https://www.johnsnowlabs.com/marketplace/health-and-hospitals-corporation-patient-satisfaction)
- This dataset showcases patient-satisfaction at Health and Hospitals Corporation (HHC) hospitals which are measured by a standardized survey known as the Hospital Consumer Assessment of Healthcare Providers & Systems (HCAHPS).

**Data Engineering Overview**
**We deliver high-quality data**
- Each dataset goes through 3 levels of quality review
- 2 Manual reviews are done by domain experts
- Then, an automated set of 60+ validations enforces every datum matches metadata & defined constraints
- Data is normalized into one unified type system
- All dates, unites, codes, currencies look the same
- All null values are normalized to the same value
- All dataset and field names are SQL and Hive compliant
- Data and Metadata
- Data is available in both CSV and Apache Parquet format, optimized for high read performance on distributed Hadoop, Spark & MPP clusters
- Metadata is provided in the open Frictionless Data standard, and its every field is normalized & validated
- Data Updates
- Data updates support replace-on-update: outdated foreign keys are deprecated, not deleted

**Our data is curated and enriched by domain experts**

Each dataset is manually curated by our team of doctors, pharmacists, public health & medical billing experts:
- Field names, descriptions, and normalized values are chosen by people who actually understand their meaning
- Healthcare & life science experts add categories, search keywords, descriptions and more to each dataset
- Both manual and automated data enrichment supported for clinical codes, providers, drugs, and geo-locations
- The data is always kept up to date – even when the source requires manual effort to get updates
- Support for data subscribers is provided directly by the domain experts who curated the data sets
- Every data source’s license is manually verified to allow for royalty-free commercial use and redistribution.

**Need Help?**
If you have questions about our products, contact us at [[e-mail]](mailto:[e-mail]).

搜集汇总

背景与挑战

背景概述

该数据集涵盖了纽约市公立医院系统的医疗设施、家庭医疗选项及基于HCAHPS标准化调查的患者满意度信息，旨在帮助患者查询医疗资源与满意度。数据经过多级质量审核和专家人工整理，支持个人、研究及商业用途，并以标准化格式提供。