CDC STATE System Tobacco Legislation

**Overview**
This data package is about tobacco use prevention and control policies, E-Cigarette legislation about youth access, information related to the Healthy People 2020 Tobacco Use objectives, its operational definitions, baselines, and targets.

**Description**
Healthy People 2020 provides a framework for action to reduce tobacco use to the point that it is no longer a public health problem for the Nation. One of the datasets in this data package includes information related to the Healthy People 2020 Tobacco Use objectives, operational definitions, baselines, and targets. Baseline years may vary by objective. Targets represented correspond to the year 2020. Another dataset includes information related to state legislation on smoke-free indoor air in areas such as: Bars, Commercial Day Care Centers, Government Multi-Unit Housing, Government Worksites, Home-Based Day Care Centers, Hotels and Motels, Personal Vehicles, Private Multi-Unit Housing, Private Worksites, Restaurants, Bingo Halls, Casinos, Enclosed Arenas, Grocery Stores, Hospitals, Hospital Campuses, Malls, Mental Health Outpatient and Residential Facilities, Prisons, Public Transportation, Racetrack Casinos, Substance Abuse Outpatient and Residential Facilities.

**Benefits**
- information about e-cigarette usage among youth
- detailed data on healthy people 2020 tobacco use, the purpose of which is to reduce illness, disability, and death related to tobacco use and secondhand smoke exposure.
- geo-locations are available for all the facilities that fall in cdc smoke-free indoor policy.

**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**
- [CDC STATE System Smokefree Indoor Air Summary](https://www.johnsnowlabs.com/marketplace/cdc-state-system-smokefree-indoor-air-summary)
- This dataset includes Centers for Disease Control and Prevention (CDC) information related to state legislation on smokefree indoor air in various areas per state. The State System houses current and historical state-level legislative dataset on tobacco use prevention and control policies data are reported on a quarterly basis.
- [CDC State System E-Cigarette Legislation About Youth Access](https://www.johnsnowlabs.com/marketplace/cdc-state-system-e-cigarette-legislation-about-youth-access)
- This dataset includes information over State Tobacco Activities Tracking and Evaluation (STATE) System houses current and historical state-level legislative data on E-Cigarette tobacco use prevention and control policies and about youth access to it.
- [Global Tobacco Surveillance System Health Professions Student Survey](https://www.johnsnowlabs.com/marketplace/global-tobacco-surveillance-system-health-professions-student-survey)
- This dataset includes information on demographics, the prevalence of cigarette smoking and other tobacco use (smoked and smokeless), knowledge and attitudes about tobacco use, exposure to second-hand smoke, desire for smoking cessation and training received regarding patient counseling on smoking cessation techniques.
- [Global Tobacco Surveillance System Youth Tobacco Survey](https://www.johnsnowlabs.com/marketplace/global-tobacco-surveillance-system-youth-tobacco-survey)
- The Global Youth Tobacco Survey (GYTS) is a school-based survey that collects data on students aged 13–15 years using a standardized methodology for constructing the sample frame, selecting schools and classes, and processing data. The GYTS surveillance system is intended to enhance the capacity of countries to design, implement, and evaluate tobacco control and prevention programs.
- [Healthy People 2020 Tobacco Use Objectives](https://www.johnsnowlabs.com/marketplace/healthy-people-2020-tobacco-use-objectives)
- Healthy People 2020 dataset provides a framework for action to reduce tobacco use to the point that it is no longer a public health problem for the Nation. This dataset includes information related to the Healthy People 2020 Tobacco Use objectives, operational definitions, baselines, and targets. Baseline years may vary by objective. Targets represented correspond to the year 2020.
- [YRBS State Tobacco Variables by Sex and Grade for 2013](https://www.johnsnowlabs.com/marketplace/yrbs-state-tobacco-variables-by-sex-and-grade-for-2013)
- The Youth Risk Behavior Surveillance System (YRBSS) monitors six types of health-risk behaviors that contribute to the leading causes of death and disability among youth and adults. This file contains state-level results for 13 tobacco-use variables by sex and grade for 2013.
- [Youth Risk Behavior Surveillance System YRBSS Data on Smoking](https://www.johnsnowlabs.com/marketplace/youth-risk-behavior-surveillance-system-yrbss-data-on-smoking)
- The YRBSS is conducted biennially and collects data on a variety of youth risk behaviors including tobacco use. The Youth Risk Behavior Surveillance System YRBSS Data on Smoking dataset uses a two-stage cluster sample design to produce representative samples of students in high schools (grades 9-12).
- [Youth Tobacco Survey Data YTS](https://www.johnsnowlabs.com/marketplace/youth-tobacco-survey-data-yts)
- The YTS (Youth Tobacco Survey) was developed to provide states with comprehensive data on both middle school and high school students regarding tobacco use, exposure to environmental tobacco smoke, smoking cessation, school curriculum, minors' ability to purchase or otherwise obtain tobacco products, knowledge and attitudes about tobacco, and familiarity with pro-tobacco and anti-tobacco media messages.

**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

该数据集整合了美国各州烟草控制政策、电子烟立法及健康目标数据，包含室内无烟政策覆盖场所、青少年烟草调查等子集，服务于烟草相关公共健康问题研究。数据经过严格质量控制，支持CSV和Parquet格式，适用于个人、研究及商业用途。