US Mother And Child Health

**Overview**
This data package includes data about nonmarital childbearing, estimation of morbidity levels related to mother and child shared by the Big Cities Health Coalition members, infant, neonatal, postneonatal, fetal, late fetal and perinatal mortality rates, information over the Pregnancy Risk Assessment Monitoring System (PRAMS), low birth weight and very low birth weight and Breastfeeding among mothers aged between 15 and 44.

**Description**
This data package provide valuable US data about mother and child health including live births per 1,000 unmarried women aged from 15 to 44 by race, percent of live births to unmarried mothers by race, number of live births and percent distribution of live births to unmarried mothers by mothers age, infant, neonatal, postneonatal, fetal, late fetal and perinatal mortality rates by detailed race and hispanic origin of mother, percentage of babies breastfed and babies breastfed for 3 months or more by mothers age, race, education level and geographic region and information over the Pregnancy Risk Assessment Monitoring System (PRAMS).

**Benefits**
- Access to valuable data about mother and child health in the united states
- access to detailed statistics about infant and neonatal mortality and low birth weight
- access to detailed statistics about nonmarital childbearing and breastfeeding

**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**
- [Big Cities Mother And Child Health](https://www.johnsnowlabs.com/marketplace/big-cities-mother-and-child-health)
- This dataset contains estimates of morbidity levels related to mother and child shared by the Big Cities Health Coalition members represented by the largest metropolitan health departments in the United States. The estimated values of morbidity levels cover the 2010-2015 period and are described by gender and race/ethnicity.
- [Contraceptive Use and Contraception Methods](https://www.johnsnowlabs.com/marketplace/contraceptive-use-and-contraception-methods)
- The Contraceptive Use and Contraception Methods dataset includes data about contraceptive use and different contraception methods among women aged between 15 and 44 in the United States by race between 1986 and 2015.
- [Infant and Neonatal Mortality Rates](https://www.johnsnowlabs.com/marketplace/infant-and-neonatal-mortality-rates)
- The Infant and Neonatal Mortality Rates dataset includes infant, neonatal, postneonatal, fetal, late fetal and perinatal mortality rates by detailed race and Hispanic origin of mother in the United States between 1983 and 2014.
- [PRAMS Pregnancy Data for Year 2011](https://www.johnsnowlabs.com/marketplace/prams-pregnancy-data-for-year-2011)
- This dataset includes information over the Pregnancy Risk Assessment Monitoring System (PRAMS). It is a surveillance system collecting state-specific, population-based data on maternal attitudes and experiences before, during, and shortly after pregnancy.
- [US Breastfeeding Statistics](https://www.johnsnowlabs.com/marketplace/us-breastfeeding-statistics)
- The US Breastfeeding Statistics dataset includes data about Breastfeeding among mothers aged between 15 and 44 in the United States by detailed race and Hispanic origin between 1986 and 2013.
- [US Children Health Conditions](https://www.johnsnowlabs.com/marketplace/us-children-health-conditions)
- The US Children Health Conditions dataset includes data about health conditions among children under age 18 in the United States by age, gender, race, poverty level, and health insurance status between 1997 and 2017.
- [US Low Birth Weight Live Births](https://www.johnsnowlabs.com/marketplace/us-low-birth-weight-live-births)
- The US Low Birth Weight Live Births dataset includes data about low birth weight and very low birth weight in the United States by detailed race and Hispanic origin of newborns between 1970 and 2015.
- [US Natality Trends by Race of Mother](https://www.johnsnowlabs.com/marketplace/us-natality-trends-by-race-of-mother)
- This dataset contains information on the number of live births, birth rates and fertility rates by race of mother from 1960-2016 published by National Center for Health Statistics (NCHS).
- [US Nonmarital Childbearing](https://www.johnsnowlabs.com/marketplace/us-nonmarital-childbearing)
- The US Nonmarital Childbearing dataset includes data about nonmarital childbearing by detailed race and Hispanic origin of mother and maternal age in the United States between 1970 and 2017.

**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]).