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README.md
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# Urban Meal Delivery
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This repository holds code
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analyzing the data of an undisclosed urban meal delivery platform
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analyzing the data of an undisclosed urban meal delivery platform (UDP)
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operating in France from January 2016 to January 2017.
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The goal is to
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optimize the platform's delivery process involving independent couriers.
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## Structure
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The analysis is structured into three aspects
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The analysis is structured into the following stages
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that iteratively build on each other.
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### Data Cleaning
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The UDP provided its raw data as a PostgreSQL dump.
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This [notebook](https://nbviewer.jupyter.org/github/webartifex/urban-meal-delivery/blob/main/notebooks/00_clean_data.ipynb)
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cleans the data extensively
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and maps them onto the [ORM models](https://github.com/webartifex/urban-meal-delivery/tree/main/src/urban_meal_delivery/db)
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defined in the `urban-meal-delivery` package
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that is developed in the [src/](https://github.com/webartifex/urban-meal-delivery/tree/main/src) folder
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and contains all source code to drive the analyses.
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Due to a non-disclosure agreement with the UDP,
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neither the raw nor the cleaned data are published as of now.
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However, previews of the data can be seen throughout the [notebooks/](https://github.com/webartifex/urban-meal-delivery/tree/main/notebooks) folders.
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### Real-time Demand Forecasting
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### Predictive Routing
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