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1 month ago @pavitraag
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Is your feature request related to a problem? Please describe.
The feature request is to develop a comprehensive system for Air Quality Analysis and Health Impact Score Prediction. This system aims to address environmental and public health concerns by continuously monitoring air quality data from various sources, analyzing trends and anomalies using statistical and machine learning methods, and predicting Health Impact Scores based on pollutant concentrations and exposure durations. It will provide real-time alerts, personalized health recommendations, and user-friendly interfaces for individuals and communities. Integration with public health and urban planning sectors will facilitate informed decision-making, while an educational component will raise awareness about air quality issues and mitigation strategies.
Describe the solution you'd like.
I would like to develop a comprehensive solution for analyzing air quality and predicting health impact scores based on data fields such as RecordID, AQI (Air Quality Index), PM10, PM2.5, NO2, SO2, O3, Temperature, Humidity, WindSpeed, RespiratoryCases, CardiovascularCases, HospitalAdmissions, HealthImpactScore, and HealthImpactClass. This system will continuously collect real-time data from multiple air quality monitoring stations, focusing on various pollutants. Using advanced statistical and machine learning techniques, it will analyze these data to detect trends, anomalies, and correlations between air quality levels and health impacts. The solution will provide actionable insights through a user-friendly interface, offering personalized health recommendations, real-time updates, and visualizations of air quality trends. Integration with public health agencies and urban planners will enable informed decision-making and policy development to mitigate health risks associated with poor air quality.