diamonds = pd.read_csv(DATA_DIR / "diamonds.csv")
Prices of 50,000 round cut diamonds
Description
A dataset containing the prices and other attributes of almost 54,000 diamonds. The variables are as follows:
Format
A data frame with 53940 rows and 10 variables:
| Column | Description |
|---|---|
| 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), SI1, SI2, VS1, VS2, VVS1, VVS2, 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) |