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Analysis of Sampling Survey Data on Tobacco and Alcohol
![]() 1. Data collection Sample design: Support complex sample design to ensure that the sample is representative of the overall population. Data entry: Data is collected through a variety of means such as spreadsheets, online forms, or mobile applications. 2. Data management Data cleansing: Checks the quality of data and corrects or removes errors or inconsistencies. Data storage: Store large amounts of data securely and provide backup and recovery options. 3. Data analysis Statistical analysis: Provides basic descriptive statistics to advanced multivariate analysis tools. Trend analysis: Tracking consumption patterns over time. Predictive modeling: Using historical data to predict future consumption trends. 4. Report generation Visual reports: Generate charts, graphs, and other visual tools to help non-technical users make sense of data. Custom reports: Allows users to create personalized reports based on specific needs. 5. User interface Ease of use: Provides an intuitive user interface for users with no statistical background. Multilingual support: Multiple languages are supported for easy international use. 6. Security and compliance Data protection: Ensure the security of sensitive information and comply with data protection regulations such as GDPR. Access control: Use role rights management to control the access levels of different users. 7. Integration capability External system integration: The ability to integrate with other databases or information systems, such as health information systems. |
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