Younes202/Air-Quality-Analyzing-in-Dar-es-Salaam-

"Air Quality Analyzing in Dar es Salaam" is a project aimed at analyzing air quality data in Dar es Salaam, Tanzania. Using data collected from various sources such as government sensors, satellite imagery, and crowd-sourced data, this project employs data analysis and visualization techniques to assess the air quality in Dar es salam # Air Quality Analyzing in Dar es Salaam tanzania 🇹🇿 Welcome👋, In this project, we will work with data from one of Africa's largest open data platforms Dar es-salaam open data we will look at air quality data from Dar es Salaam in Tanzania; and build a time seriesmodel to predict PM 2.5 readings throughout the day🚀. ## Project Overview - **Get data by querying a MongoDB database 📊🔍** - **Prepare time series data for analysis 📈🕒** - **Build an autoregression model 🔨📈** - **Improve a model by tuning its hyperparameters 🛠️🎚️** ## Key Insights - **Time series plot of the readings** - **Weekly roling average plot** - **AutoCorrelation Function plot** - **Partial AutoCorrelation Function plot** - **Best model training residuals histogram** - **ACF training residuals** - **WTF Predictions Plot** ## Resources - ** Click here to access to the open source data (openAfrica) ** - ** Click here to access to the Code source of my Project ** ## Contact #### Feel free to reach out me on linkedin Younes Sghyer if you have any questions or suggestions for improvement or collaboration. Thank you for visiting my repository!