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Thesis submitted in partial fulfilment of the Applied Data Science Master's programme at Utrecht University.

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Snuffelfiets Thesis Project

Data Aggregation for Spatio-Temporal Models: Predicting Volunteer-Generated PM2.5 Measurements

A thesis submitted in partial fulfilment of the Applied Data Science Master's programme at Utrecht University.

Project Organization

├── README.md          
│
├── data               <- Project data (available on request)
│   ├── external       <- Data from third party sources.
│   ├── interim        <- Intermediate data that has been transformed.
│   ├── processed      <- The final, canonical data sets for modeling.
│   └── raw            <- The original, immutable data dump.
│
├── output             <- Model output, model predictions, or model summaries.
│   
├── notebooks          <- Jupyter Notebooks. 
│
├── reports            <- Generated report as PDF and doc. (available on request)
│   └── figures        <- Generated graphics and figures to be used in reporting. (available on request)
│
├── requirements.txt   <- The requirements file for reproducing the analysis environment.                         
│
└── src                <- Source code for use in this project.
    │
    ├── data           <- Scripts to download or generate data. 
    │
    ├── features       <- Scripts to turn raw data into features for modeling.    
    │
    └── models         <- Scripts to train models and then use trained models to make
                          predictions. 

       

Project organization based on the cookiecutter data science project template.

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Thesis submitted in partial fulfilment of the Applied Data Science Master's programme at Utrecht University.

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