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🚀.

• Get data by querying a MongoDB database 📊🔍

• Prepare time series data for analysis 📈🕒

• Build an autoregression model 🔨📈

• Improve a model by tuning its hyperparameters 🛠️🎚️

• 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

• Click here to access to the open source data (openAfrica)
• Click here to access to the Code source of my Project