/Diamond-Price-Prediction

Kaggle Community Prediction Competition | ShAI Club

Primary LanguageJupyter NotebookMIT LicenseMIT

Diamond-Price-Prediction

This classic dataset contains the prices and other attributes of almost 54,000 diamonds. Access on Kaggle

Content:

  • 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 color, 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 the top of diamond relative to widest point (43--95)