A dataset containing the prices and other attributes of almost 54,000 diamonds. The variables are as follows:

diamonds

Format

A data frame with 53940 rows and 10 variables:

price

price in US dollars (\$326--\$18,823)

carat

weight of the diamond (0.2--5.01)

cut

quality of the cut (Fair, Good, Very Good, Premium, Ideal)

color

diamond colour, from J (worst) to D (best)

clarity

a measurement of how clear the diamond is (I1 (worst), SI2, SI1, VS2, VS1, VVS2, VVS1, IF (best))

x

length in mm (0--10.74)

y

width in mm (0--58.9)

z

depth in mm (0--31.8)

depth

total depth percentage = z / mean(x, y) = 2 * z / (x + y) (43--79)

table

width of top of diamond relative to widest point (43--95)