Here I used some data munging techniques, assessing the quality of the data for validity, accuracy, completeness, consistency and uniformity, to clean the OpenStreetMap data for Singapore. Also used SQL as the data schema to investigate data characteristics.
tknows20/wrangling_open_street_map_data
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