UK Life Expectancy Data

**Overview**
This data package contains datasets on causes, risk factor, deaths, death rate, years of life lost (YLL), years lived with disability (YLD), disability-adjusted life years (DALY), life expectancy and health-adjusted life expectancy (HALE) from the global burden of disease in the United Kingdom.

**Description**
This data package contains datasets on global burdens of disease by cause and risk factor in the United Kingdom. The datasets provide metrics to measure the overall disease burden expressed as Disability-adjusted life year (DALY), the sum of years of life lost (YLLs) and years lived with disability (YLDs), life expectancy and health-adjusted life expectancy (HALE). The datasets provide global, regional, and GBD location-specific and gender-specific data. The datasets included in this data package resulted from the Global Burden of Disease Study 2016.

**Benefits**
- This data is useful for researchers and policymakers to compare very different populations and health conditions across time. this can be used for further research
- public health officials and program managers for potential interventions, setting priority areas for action and evaluating progress
- policymakers for policy use and development
- public health practitioner and clinicians' aid in designing and implementing targeted interventions and monitoring the progress of public health strategies.

**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**
- [UK Deaths by Cause](https://www.johnsnowlabs.com/marketplace/uk-deaths-by-cause)
- This dataset provides deaths in England in 1990 and 2013 for all ages and age‐standardized rates (per 100,000) by sex with 95% confidence interval and percentage change.
- [UK Disability Adjusted Life Year by Risk Factor](https://www.johnsnowlabs.com/marketplace/uk-disability-adjusted-life-year-by-risk-factor)
- This dataset provides Disability Adjusted Life Year (DALYs) in thousands attributable-risk factors or risk factor clusters and median percent change of age-standardized DALYs PAFs in England for both sexes, males, and females.
- [UK Disability Adjusted Life Year](https://www.johnsnowlabs.com/marketplace/uk-disability-adjusted-life-year)
- This dataset provides Disability Adjusted Life Year (DALYs) in England in 1990 and 2013 for all ages and age‐standardized rates (per 100,000) by sex with 95% confidence interval and percentage change.
- [UK Global Burden of Disease by Cause](https://www.johnsnowlabs.com/marketplace/uk-global-burden-of-disease-by-cause)
- This dataset provides results for the burden of disease and injury in the United Kingdom through the following metrics: years of life lost (YLLs), years lived with disability (YLDs), and disability-adjusted life years (DALYs).
- [UK Global Burden of Disease by Risk Factor](https://www.johnsnowlabs.com/marketplace/uk-global-burden-of-disease-by-risk-factor)
- This dataset provides results for the risk factors for burden of disease and injury in the United Kingdom through the following metrics: years of life lost (YLLs), years lived with disability (YLDs), and disability-adjusted life years (DALYs).
- [UK Life Expectancy At the Age of 75](https://www.johnsnowlabs.com/marketplace/uk-life-expectancy-at-the-age-of-75)
- This dataset contains indicator values for NHS (National Health Service) Outcomes Framework indicator - the average number of additional years a man or woman aged 75 can be expected to live if they continue to live in the same place and the death rates in their area remain the same for the rest of their life.
- [UK Years Lived with Disability by Cause](https://www.johnsnowlabs.com/marketplace/uk-years-lived-with-disability-by-cause)
- This dataset provides years lived with disability (YLDs) in England in 1990 and 2013 for all ages and age‐standardized rates (per 100,000) by sex with 95% confidence interval and percentage change.
- [UK Years of Life Lost by Cause](https://www.johnsnowlabs.com/marketplace/uk-years-of-life-lost-by-cause)
- This dataset provides years of life lost (YLLs) in England in 1990 and 2013 for all ages and age‐standardized rates (per 100,000) by sex with 95% confidence interval and percentage change.

**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

该数据集提供英国地区按病因和风险因素分类的疾病负担指标，包括死亡率、残疾调整生命年(DALY)和健康预期寿命(HALE)等核心健康数据，源自全球疾病负担研究2016年成果，经过三级质量审核流程，适用于公共卫生研究和政策分析。