US: Pregnancy Risk Assessment Monitoring System

About the Dataset

This dataset has Population Estimates for Pregnancy Risk Assessment Monitoring System in USA for the years 2016,2017,2018,2019,2020.

The population is categorized by various set of combinations as below:

    1. Nutrition.
    2. Pre-Pregnancy Weight.
    3. Substance Use.
    4. Intimate Partner Violence.
    5. Depression.
    6. Health Care Services.
    7. Pregnancy Intention.
    8. Postpartum Family Planning.
    9. Oral Health.
    10. Health Insurance Status One Month Before Pregnancy.
    11. Health Insurance Status for Prenatal Care.
    12. Health Insurance Status Postpartum.
    13. Infant Sleep Practices.
    14. Breastfeeding Practices.

Download URL

The data in .pdf formats are downloadable from https://www.cdc.gov/prams/prams-data/mch-indicators/states/pdf/2020/ -> State Name. The actual URLs are listed in input_files.py. Example: "https://www.cdc.gov/prams/prams-data/mch-indicators/states/pdf/2020/Alabama-PRAMS-MCH-Indicators-508.pdf"

API Output

These are the attributes that will be used

Attribute	Description
Year	The Year of the population estimates provided.
Geo	The Area of the population estimates provided.
Nutrition	Multivitamin Use.
Pre-Pregnancy Weight	The level of weight before pregnancy.
Substance Used in Smoking and Drinking	Substances like Cigarettes, ECigarettes and Hookah being used
Intimate Partner Violence	Violence by Husband or Partner.
Depression	Self Reported Depression.
Health Care Services	Services like Flu shot, prenatal care and maternal checkup.
Pregnancy Intention	Intentions like unwanted, mistimed and Intended Pregnancy.
Postpartum Family Planning	Use of contaceptive methods or postpartum contaception.
Oral Health	Teeth cleaned during pregnancy
Health Insurance Status One Month Before Pregnancy	Type of Insurance- Private, Medicaid, No Insurance.
Health Insurance Status for Prenatal Care	Type of Insurance- Private, Medicaid, No Insurance.
Health Insurance Status Postpartum	Type of Insurance- Private, Medicaid, No Insurance.
Infant Sleep Practices	Baby often laid on back to sleep.
Breastfeeding Practices	Ever Breastfed or breastfeeding at 8 weeks.

Cleaned Data

Cleaned data will be inside [output/PRAMS.csv] as a CSV file with the following columns.

• Geo
• SV
• Year
• Observation

MCFs and Template MCFs

• [output/PRAMS.mcf]
• [output/PRAMS.tmcf]

Running Tests

Run the test cases

python3 -m unittest scripts/cdc_prams/process_test.py sh ./run_tests.sh -p scripts/cdc_prams

Import Procedure

The below script will download the data and extract it.

/bin/python scripts/cdc_prams/input_files.py

The below script will clean the data, Also generate final csv, mcf and tmcf files.

/bin/python scripts/cdc_prams/process.py