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Datascience project with nationwide geospatial data. Coded with Python and R

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Fast Food and Schools in Portugal

This repository contains the code I wrote for the thesis of my Master in Clinical Nutrition. Below are the graphic results I obtained. Note: the code of Goal#3 is not cleaned/commented and the R part has not been uploaded yet.

Major question of the study:

How accessible is fast-food to Portuguese school-aged children, around their schools?

Data

1 2

GOAL #1 Calculate the distance between each school and its closest fast-food restaurant, and identify the regions where that distance is smaller.

goal1

GOAL #2 Calculate how many restaurants are within 5 and 10min walking distance from each school, and identify the regions where this number is higher.

goal2

GOAL #3 Find whether the fast-food restaurants cluster around schools or their location is spatially-independent.

goal3-1 goal3-2

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Datascience project with nationwide geospatial data. Coded with Python and R

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