Substance Abuse and Mental Health Data

**Overview**
This data package contains data on substance abuse and mental health and additional information including spending estimates for substance abuse and mental health and health facilities for mental health treatment.

**Description**
This data package contains general information on substance abuse and mental health including risk factors for mental health, public and private yearly spending estimates for mental health services & substance abuse treatment as well as a database of health treatment facilities and programs providing mental health services.

**Benefits**
- This data is useful for public health officials, clinicians, and researchers seeking to improve mental health and substance abuse. 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 specifically targeting mental health and substance abuse.

**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**
- [Adult Smoking Habits in Great Britain 1974 to 2019](https://www.johnsnowlabs.com/marketplace/adult-smoking-habits-in-great-britain-1974-to-2019)
- This dataset includes information regarding proportion who smoke cigarettes, cigarette consumption, the proportion who have never smoked cigarettes and proportion of smokers who have quit by sex/age over time in Great Britain from 1974 to 2019.
- [Mental Health Spending Estimates](https://www.johnsnowlabs.com/marketplace/mental-health-spending-estimates)
- The Mental Health Spending Estimates dataset lists detailed public and private yearly spending estimates related to mental health from 1986 to 2009 published in Substance Abuse and Mental Health Services Administration (SAMHSA) national expenditures for mental health services & substance abuse treatment report.
- [NSDUH Alcohol Use by Age and State 2012 to 2014](https://www.johnsnowlabs.com/marketplace/nsduh-alcohol-use-by-age-and-state-2012-to-2014)
- The National Survey on Drug Use and Health (NSDUH) Alcohol Use dataset includes alcohol and binge alcohol use in the past month and alcohol dependence or abuse in the past year among individuals aged 12 or older, by State and Substate Region: Percentages, Annual Averages Based on 2012, 2013, and 2014 NSDUHs.
- [NSDUH Alcohol Use by Age and State 2014 to 2016](https://www.johnsnowlabs.com/marketplace/nsduh-alcohol-use-by-age-and-state-2014-to-2016)
- The National Survey on Drug Use and Health (NSDUH) Alcohol Use dataset includes alcohol and binge alcohol use in the past month and alcohol dependence or abuse in the past year among individuals aged 12 or older, by State and Substate Region: Percentages, Annual Averages Based on 2014, 2015, and 2016 NSDUHs.
- [NSDUH Drug and Substance Abuse By Age And State 2012 to 2014](https://www.johnsnowlabs.com/marketplace/nsduh-drug-and-substance-abuse-by-age-and-state-2012-to-2014)
- The National Survey on Drug Use and Health (NSDUH) Drug and Substance Abuse use in the past year among individuals aged 12 or older, by state and state Region: Percentages, Annual Averages Based on 2012, 2013, and 2014 NSDUHs.
- [NSDUH Drug and Substance Abuse By Age And State 2014 to 2016](https://www.johnsnowlabs.com/marketplace/nsduh-drug-and-substance-abuse-by-age-and-state-2014-to-2016)
- The National Survey on Drug Use and Health (NSDUH) Drug and Substance Abuse use in the past year among individuals aged 12 or older, by state and state Region: Percentages, Annual Averages Based on 2014, 2015, and 2016 NSDUHs.
- [NSDUH Illicit Drug Use by Age and State 2012 to 2014](https://www.johnsnowlabs.com/marketplace/nsduh-illicit-drug-use-by-age-and-state-2012-to-2014)
- The National Survey on Drug Use and Health (NSDUH) Illicit Drug Use dataset includes illicit drug use among individuals aged 12 or older, by State and Substate Region: Percentages, Annual Averages Based on 2012, 2013, and 2014 NSDUHs.
- [NSDUH Illicit Drug Use by Age and State 2014 to 2016](https://www.johnsnowlabs.com/marketplace/nsduh-illicit-drug-use-by-age-and-state-2014-to-2016)
- The National Survey on Drug Use and Health (NSDUH) Illicit Drug Use dataset includes illicit drug use among individuals aged 12 or older, by State and Substate Region: Percentages, Annual Averages Based on 2014, 2015, and 2016 NSDUHs.
- [NSDUH Mental Illness by Age and State 2012 to 2014](https://www.johnsnowlabs.com/marketplace/nsduh-mental-illness-by-age-and-state-2012-to-2014)
- The National Survey on Drug Use and Health (NSDUH) Mental Illness dataset includes mental illness estimations in the past year among individuals aged 18 or older, by State and Substate Region: Percentages, Annual Averages based on 2012, 2013, and 2014 NSDUHs.
- [NSDUH Mental Illness by Age and State 2014 to 2016](https://www.johnsnowlabs.com/marketplace/nsduh-mental-illness-by-age-and-state-2014-to-2016)
- The National Survey on Drug Use and Health (NSDUH) Mental Illness dataset includes mental illness estimations in the past year among individuals aged 18 or older, by State and Substate Region: Percentages, Annual Averages based on 2014, 2015, and 2016 NSDUHs.
- [NSDUH Substance Abuse And Mental Health By Age And State](https://www.johnsnowlabs.com/marketplace/nsduh-substance-abuse-and-mental-health-by-age-and-state)
- This dataset contains the estimated percentages of individuals or patients who used illicit drugs, alcohol, tobacco in the last month or year and respectively that need or have received specialized treatment or that have a mental condition due or not to substance dependence or abuse.
- [OSMI Mental Health in Tech Survey 2019](https://www.johnsnowlabs.com/marketplace/osmi-mental-health-in-tech-survey-2019)
- This dataset is from an online survey on mental health conducted in 2019 by the Open Sourcing Mental Illness (OSMI).
- [Perceptions of Great Risk from Having Five Several Alcoholic Drinks](https://www.johnsnowlabs.com/marketplace/perceptions-of-great-risk-from-having-five-several-alcoholic-drinks)
- The National Survey on Drug Use and Health (NSDUH) Perceptions of Great Risk from Having Five or More Drinks of an Alcoholic Beverage Once or Twice a Week among individuals aged 12 or older, by State and Substate Region: Percentages, Annual Averages Based on 2012, 2013, and 2014 NSDUHs.
- [Perceptions of Great Risk from Smoking Cigarettes Or Marijuana](https://www.johnsnowlabs.com/marketplace/perceptions-of-great-risk-from-smoking-cigarettes-or-marijuana)
- The National Survey on Drug Use and Health (NSDUH) Perceptions of Great Risk from Smoking Cigarettes Or Marijuana dataset includes perceptions of great risk percentage from smoking one or more packs of cigarettes per day among individuals aged 12 or older and perceptions of great risk percentage from smoking marijuana once a month by State and Substate Region: Percentages, Annual Averages Based on 2012, 2013, and 2014.
- [Substance Abuse Spending Estimates](https://www.johnsnowlabs.com/marketplace/substance-abuse-spending-estimates)
- The Substance Abuse Spending Estimates dataset lists detailed public and private yearly spending estimates related to substance abuse from 1986 to 2009 published in Substance Abuse and Mental Health Services Administration (SAMHSA) national expenditures for mental health services & substance abuse treatment report
- [US Mental Health Treatment Facilities](https://www.johnsnowlabs.com/marketplace/us-mental-health-treatment-facilities)
- The Substance Abuse and Mental Health Services Administration (SAMHSA) provides on-line resource for locating mental health treatment facilities and programs. The Mental Health Treatment Locator section of the Behavioral Health Treatment Services Locator lists facilities providing mental health services to persons with mental illness.

**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

该数据集整合了物质滥用和心理健康的综合信息，包括风险因素、年度支出估算以及治疗设施数据库。它旨在为公共卫生官员、研究人员和政策制定者提供数据支持，以促进相关研究、干预措施和政策制定。数据包包含多个子数据集，覆盖吸烟、酒精使用、药物滥用和心理健康调查等具体领域。