UK Mortality and Morbidity Data

**Overview**
This data package consists of mortality statistics including alcohol related deaths, breast cancer mortality, infant mortality, stillbirth, neonatal mortality and under 75 mortalities from various diseases in England. It also provides data on monthly figures on deaths registered in England and Wales.

**Description**
This data package consists of 6 datasets containing data on mortality in England and Wales. Datasets include
- Age-standardized and age-specific alcohol-related death rates in the UK, its constituent countries and regions of England, deaths registered from 1994 to 2016.
- Deaths from breast cancer in females registered in the calendar year, directly standardized by age group, given as a rate per 100,000 registered female patients.
- Number of babies dying before the age of one for every 1,000 that were born alive in England and Wales.
- Monthly death figures, provided counts of the number of deaths registered in a calendar month, by area of usual residence in England and Wales.
- Number of stillbirths and deaths within 28 days of birth per 1,000 live births and stillbirths, in England and Wales.
- Rate at which people under the age of 75 years have died from disease of the liver, respiratory system, cardiovascular system and/or cancer.

**Benefits**
- provides useful information on mortality statistics.
- can be used for analytical purposes.
- uk’s death rate can be calculated and analyzed.

**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**
- [Alcohol Related Deaths in the UK 1994 To 2016](https://www.johnsnowlabs.com/marketplace/alcohol-related-deaths-in-the-uk-1994-to-2016)
- This dataset includes information on age-standardized and age-specific alcohol-related death rates in the UK, its constituent countries and regions of England, deaths registered from 1994 to 2016.
- [Alcohol Related Hospital Admissions Rate By England Area](https://www.johnsnowlabs.com/marketplace/alcohol-related-hospital-admissions-rate-by-england-area)
- This dataset contains estimated age-specific standardized hospitalization rates due to alcohol-specific (wholly attributable) conditions by England regions, counties and unitary authorities, and the level of multiple deprivations. Data about rates level compared to England and region-level are also available in the dataset.
- [Breast Cancer Mortality Statistics](https://www.johnsnowlabs.com/marketplace/breast-cancer-mortality-statistics)
- Deaths from breast cancer in females registered in the calendar year, directly standardized by age group, given as a rate per 100,000 registered female patients.
- [Cardio-Vascular Disease Cases By Year And England Area](https://www.johnsnowlabs.com/marketplace/cardio-vascular-disease-cases-by-year-and-england-area)
- This dataset contains the estimated percentages of patients in the general practitioners (GP) disease registers with cardiovascular disease (hypertension, ischemic heart disease or stroke/transient ischemic attack) by England regions, counties and unitary authorities, and the deprivation level. Comparison to England and region levels are also available in the dataset.
- [Diabetes Cases By Deprivation Level Year And England Area](https://www.johnsnowlabs.com/marketplace/diabetes-cases-by-deprivation-level-year-and-england-area)
- This dataset contains the estimated percentages of patients, 17 years old and over, with diabetes existent in the general practitioners (GP) disease registers by England regions, counties and unitary authorities, and the deprivation level. Comparisons to England and region levels, are also available in the dataset.
- [Infant Mortality Statistics](https://www.johnsnowlabs.com/marketplace/infant-mortality-statistics)
- This dataset provides details about the number of babies dying before the age of one for every 1,000 that were born alive in England and Wales.
- [Liver Disease Hospital Admission By Deprivation Level And England Area](https://www.johnsnowlabs.com/marketplace/liver-disease-hospital-admission-by-deprivation-level-and-england-area)
- This dataset contains estimated age-specific standardized hospitalization rates due to liver disease, by type of disease, England regions, counties and unitary authorities, and the level of multiple deprivations. Data about rates level compared to England and region-level, are also available in the dataset.
- [Liver Mortality By Disease Location And Deprivation In England](https://www.johnsnowlabs.com/marketplace/liver-mortality-by-disease-location-and-deprivation-in-england)
- This dataset contains the estimated age-specific standardized rates of mortality due to by liver diseases, among persons under 75 years old, by type of liver disease, England regions, counties and unitary authorities, and the level of multiple deprivations. Data about rates level compared to England and region-level, are also available in the dataset.
- [Monthly Figures On Deaths Registered In England And Wales 2013 To 2020](https://www.johnsnowlabs.com/marketplace/monthly-figures-on-deaths-registered-in-england-and-wales-2013-to-2020)
- This dataset contains information of monthly death figures, provided counts of the number of deaths registered in a calendar month, by area of usual residence in England and Wales for 2013 to 2018. In this dataset, the figures are presented by regions (within England), counties, and London boroughs.
- [NHS Health Check Participation Data By Quarter Year And England Area](https://www.johnsnowlabs.com/marketplace/nhs-health-check-participation-data-by-quarter-year-and-england-area)
- This dataset contains the estimated percentages of eligible England resident persons (age 40-74 years old) who were invited and received the National Health Service (NHS) Health Check, by type of liver disease England regions, counties and unitary authorities, and the level of multiple deprivations. Comparisons to England and region level, are also available in the dataset.
- [Neonatal Mortality and Stillbirth Statistics](https://www.johnsnowlabs.com/marketplace/neonatal-mortality-and-stillbirth-statistics)
- This dataset provides details about the number of stillbirths and deaths within 28 days of birth per 1,000 live births and stillbirths, in England and Wales reported at CCG (Clinical Commissioning Groups) of residence level by calendar year.
- [Smokers Overweight And Physical Inactive Adults By England Area](https://www.johnsnowlabs.com/marketplace/smokers-overweight-and-physical-inactive-adults-by-england-area)
- This dataset contains the estimated percentages of adults smokers (18+ years), overweight or obese adults (18+ years) and physically inactive adults (19+ years) by England regions, counties and unitary authorities, and by socioeconomic variables. Data for demographic groups (age, gender, race/ethincity, religion or sexual orientation-based) and comparisons to England and region levels, are also available in the dataset.
- [Under 75 Mortality From Various Diseases](https://www.johnsnowlabs.com/marketplace/under-75-mortality-from-various-diseases)
- This dataset reports the rate at which people under the age of 75 years have died from disease of the liver, respiratory system, cardiovascular system and/or cancer. The mortality rates are directly standardized by age and sex to the England population.

**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.

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