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This repository was archived by the owner on May 7, 2025. It is now read-only.
<p>The lower error rate a city has, the higher it is ranked. The error rate is normalized so that more weights are
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assigned to atlas features that are flagged multiple times.</p>
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<h4>Data Processing</h4>
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<p>OSM data used in analyses were downloaded September 2018. Processing time for a given city region including data extraction, atlas-check processing and grid generation
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ran about 30 minutes for this exercise. When machine environment settings are optimized for data processing,
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the time required for all 51 cities to run in batch mode is approximately 24 hours.</p>
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<h4>Grid Generation and Statistics</h4>
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<p>Analysis grids were generated using a custom python tool which optimizes grid size based on map error density.
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The tool automates a process to find the optimal heat-map grid size, an area containing a critical mass of errors that represents
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