This is a place for us to post codes and tutorials on Draw-Your-Neighborhood project
Contributed python scripts can be used in the following order:
- ReadGeoms.ipynb - Reads the New York City and/or Chicago data and puts it into a single file.
- PrepareData_NYC.ipynb - Reads in combined data file for NYC from 1) and does a basic fix.
- Clean Drawings.ipynb - Takes the fixed file from 2) and makes some changes (inc. removes 'Other')
- Describe dataset.ipynb - Takes the analysis dataset from 3) and describes drawing and neighborhood frequencies.
- Deviation from Median Centre.ipynb - Takes the analysis dataset from 3) and produces some simple measures of spread (centroid, area and perimeter)
- Similarity Measures.ipynb - Takes the analysis dataset from 3) and produces 3 dissimiliraity and silhouette measures for each drawing based on: centroid, Hausdorff, and Jacquard distance.