Exercise

Standardizing multiple colors

After the success of standardizing the naming of GRAY-colored vehicles, you decide to extend this approach to additional colors. The primary colors RED, BLUE, and YELLOW will be used for extending the color name standardization approach. In this exercise, you will:

  • Find vehicle_color values that are similar to RED, BLUE, or YELLOW.
  • Handle both the ambiguous vehicle_color value BL and the incorrectly identified vehicle_color value BLA using pattern matching.
  • Update the vehicle_color values with strong similarity to RED, BLUE, or YELLOW to the standard string values.

Instructions 1/3

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  • Generate columns (red, blue, yellow) storing the DIFFERENCE() value for each vehicle_color compared to the strings RED, BLUE, and YELLOW.
  • Restrict the returned records to those with a DIFFERENCE() value of 4 for one of RED, BLUE, or YELLOW.