diamonds

• Description:

This classic dataset contains physical attributes and prices of 53940 diamonds.

Attributes:

• price: Price in US dollars.
• carat: Weight of the diamond.
• cut: Cut quality (ordered worst to best).
• color: Color of the diamond (ordered best to worst).
• clarity: Clarity of the diamond (ordered worst to best).
• x: Length in mm.
• y: Width in mm.
• z: Depth in mm.
• depth: Total depth percentage: 100 * z / mean(x, y)

• table: Width of the top of the diamond relative to the widest point.

• Homepage: https://ggplot2.tidyverse.org/reference/diamonds.html

• Source code: tfds.structured.diamonds.Diamonds

• Versions:

  • 1.0.0 (default): Initial release.

• Download size: 2.64 MiB

• Dataset size: 13.01 MiB

• Auto-cached (documentation): Yes

• Splits:

Split	Examples
'train'	53,940

• Feature structure:

FeaturesDict({
    'features': FeaturesDict({
        'carat': float32,
        'clarity': ClassLabel(shape=(), dtype=int64, num_classes=8),
        'color': ClassLabel(shape=(), dtype=int64, num_classes=7),
        'cut': ClassLabel(shape=(), dtype=int64, num_classes=5),
        'depth': float32,
        'table': float32,
        'x': float32,
        'y': float32,
        'z': float32,
    }),
    'price': float32,
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
features	FeaturesDict
features/carat	Tensor		float32
features/clarity	ClassLabel		int64
features/color	ClassLabel		int64
features/cut	ClassLabel		int64
features/depth	Tensor		float32
features/table	Tensor		float32
features/x	Tensor		float32
features/y	Tensor		float32
features/z	Tensor		float32
price	Tensor		float32

• Supervised keys (See as_supervised doc): ('features', 'price')

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe):

• Citation:

@Book{,
  author = {Hadley Wickham},
  title = {ggplot2: Elegant Graphics for Data Analysis},
  publisher = {Springer-Verlag New York},
  year = {2016},
  isbn = {978-3-319-24277-4},
  url = {https://ggplot2.tidyverse.org},
}