The Seaborn diamonds dataset is a popular sample dataset used for data visualization and statistical modeling. It contains detailed information about 53,940 diamonds, with 10 attributes:
Columns Explained:
- carat: Weight of the diamond (numeric, in carats).
- cut: Quality of the cut (categorical):
- Options include: Fair, Good, Very Good, Premium, Ideal
- color: Diamond color grade (categorical):
- Ranges from D (best/least color) to J (worst/more color).
- clarity: Measure of diamond clarity (categorical):
- Levels: IF (Internally Flawless), VVS1, VVS2, VS1, VS2, SI1, SI2, I1
- Ordered from best to worst clarity.
- depth: Total depth percentage = (z / mean(x, y)) * 100 (numeric).
- table: Width of the top of the diamond relative to the widest point (numeric).
- price: Price in US dollars ($326 to $18,823).
- x: Length in mm (numeric).
- y: Width in mm (numeric).
- z: Depth in mm (numeric).
Dataset Link : https://github.com/mwaskom/seaborn-data/blob/master/diamonds.csv
Sample Rows:
| carat | cut | color | clarity | depth | table | price | x | y | z |
|---|---|---|---|---|---|---|---|---|---|
| 0.23 | Ideal | E | SI2 | 61.5 | 55.0 | 326 | 3.95 | 3.98 | 2.43 |
| 0.21 | Premium | E | SI1 | 59.8 | 61.0 | 326 | 3.89 | 3.84 | 2.31 |