'Diamond ' is one of the best-known and most sought-after gemstones. They have been used as decorative items since ancient times. Today, we are gonna make a model to expect its price from the Diamond dataset.
This classic dataset contains the prices and other attributes of almost 54,000 diamonds. It's a great dataset for beginners learning to work with data analysis and visualization.
Content
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price price in US dollars ($326--$18,823)
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carat weight of the diamond (0.2--5.01)
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cut quality of the cut (Fair, Good, Very Good, Premium, Ideal)
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color diamond color, from J (worst) to D (best)
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clarity is a measurement of how clear the diamond is (I1 (worst), SI2, SI1, VS2, VS1, VVS2, VVS1, IF (best))
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x length in mm (0--10.74)
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y width in mm (0--58.9)
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z depth in mm (0--31.8)
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depth total depth percentage = z / mean(x, y) = 2 * z / (x + y) (43--79)
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table width of the top of the diamond relative to the widest point (43--95)