{
  "id": "mushroom-classification",
  "name": "Mushroom Classification — Edible vs Poisonous",
  "title": "Mushroom Classification — Edible vs Poisonous",
  "description": "8,124 mushroom samples with 22 physical characteristics (cap shape, color, odor, habitat, etc.) classified as edible or poisonous. Originally from the UCI Machine Learning Repository.",
  "category": "science",
  "source": "https://github.com/stedy/Machine-Learning-with-R-datasets",
  "source_url": "https://github.com/stedy/Machine-Learning-with-R-datasets",
  "updated": "2026-04",
  "record_count": 8124,
  "columns": [
    {
      "key": "type",
      "label": "Type",
      "type": "string"
    },
    {
      "key": "cap_shape",
      "label": "Cap Shape",
      "type": "string"
    },
    {
      "key": "cap_surface",
      "label": "Cap Surface",
      "type": "string"
    },
    {
      "key": "cap_color",
      "label": "Cap Color",
      "type": "string"
    },
    {
      "key": "bruises",
      "label": "Bruises",
      "type": "string"
    },
    {
      "key": "odor",
      "label": "Odor",
      "type": "string"
    },
    {
      "key": "gill_attachment",
      "label": "Gill Attachment",
      "type": "string"
    },
    {
      "key": "gill_spacing",
      "label": "Gill Spacing",
      "type": "string"
    },
    {
      "key": "gill_size",
      "label": "Gill Size",
      "type": "string"
    },
    {
      "key": "gill_color",
      "label": "Gill Color",
      "type": "string"
    },
    {
      "key": "stalk_shape",
      "label": "Stalk Shape",
      "type": "string"
    },
    {
      "key": "stalk_root",
      "label": "Stalk Root",
      "type": "string"
    },
    {
      "key": "stalk_surface_above_ring",
      "label": "Stalk Surface Above Ring",
      "type": "string"
    },
    {
      "key": "stalk_surface_below_ring",
      "label": "Stalk Surface Below Ring",
      "type": "string"
    },
    {
      "key": "stalk_color_above_ring",
      "label": "Stalk Color Above Ring",
      "type": "string"
    },
    {
      "key": "stalk_color_below_ring",
      "label": "Stalk Color Below Ring",
      "type": "string"
    },
    {
      "key": "veil_type",
      "label": "Veil Type",
      "type": "string"
    },
    {
      "key": "veil_color",
      "label": "Veil Color",
      "type": "string"
    },
    {
      "key": "ring_number",
      "label": "Ring Number",
      "type": "string"
    },
    {
      "key": "ring_type",
      "label": "Ring Type",
      "type": "string"
    },
    {
      "key": "spore_print_color",
      "label": "Spore Print Color",
      "type": "string"
    },
    {
      "key": "population",
      "label": "Population",
      "type": "string"
    },
    {
      "key": "habitat",
      "label": "Habitat",
      "type": "string"
    }
  ],
  "rows": [
    {
      "type": "p",
      "cap_shape": "x",
      "cap_surface": "s",
      "cap_color": "n",
      "bruises": "t",
      "odor": "p",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "n",
      "gill_color": "k",
      "stalk_shape": "e",
      "stalk_root": "e",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "k",
      "population": "s",
      "habitat": "u"
    },
    {
      "type": "e",
      "cap_shape": "x",
      "cap_surface": "s",
      "cap_color": "y",
      "bruises": "t",
      "odor": "a",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "b",
      "gill_color": "k",
      "stalk_shape": "e",
      "stalk_root": "c",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "n",
      "population": "n",
      "habitat": "g"
    },
    {
      "type": "e",
      "cap_shape": "b",
      "cap_surface": "s",
      "cap_color": "w",
      "bruises": "t",
      "odor": "l",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "b",
      "gill_color": "n",
      "stalk_shape": "e",
      "stalk_root": "c",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "n",
      "population": "n",
      "habitat": "m"
    },
    {
      "type": "p",
      "cap_shape": "x",
      "cap_surface": "y",
      "cap_color": "w",
      "bruises": "t",
      "odor": "p",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "n",
      "gill_color": "n",
      "stalk_shape": "e",
      "stalk_root": "e",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "k",
      "population": "s",
      "habitat": "u"
    },
    {
      "type": "e",
      "cap_shape": "x",
      "cap_surface": "s",
      "cap_color": "g",
      "bruises": "f",
      "odor": "n",
      "gill_attachment": "f",
      "gill_spacing": "w",
      "gill_size": "b",
      "gill_color": "k",
      "stalk_shape": "t",
      "stalk_root": "e",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "e",
      "spore_print_color": "n",
      "population": "a",
      "habitat": "g"
    },
    {
      "type": "e",
      "cap_shape": "x",
      "cap_surface": "y",
      "cap_color": "y",
      "bruises": "t",
      "odor": "a",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "b",
      "gill_color": "n",
      "stalk_shape": "e",
      "stalk_root": "c",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "k",
      "population": "n",
      "habitat": "g"
    },
    {
      "type": "e",
      "cap_shape": "b",
      "cap_surface": "s",
      "cap_color": "w",
      "bruises": "t",
      "odor": "a",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "b",
      "gill_color": "g",
      "stalk_shape": "e",
      "stalk_root": "c",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "k",
      "population": "n",
      "habitat": "m"
    },
    {
      "type": "e",
      "cap_shape": "b",
      "cap_surface": "y",
      "cap_color": "w",
      "bruises": "t",
      "odor": "l",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "b",
      "gill_color": "n",
      "stalk_shape": "e",
      "stalk_root": "c",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "n",
      "population": "s",
      "habitat": "m"
    },
    {
      "type": "p",
      "cap_shape": "x",
      "cap_surface": "y",
      "cap_color": "w",
      "bruises": "t",
      "odor": "p",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "n",
      "gill_color": "p",
      "stalk_shape": "e",
      "stalk_root": "e",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "k",
      "population": "v",
      "habitat": "g"
    },
    {
      "type": "e",
      "cap_shape": "b",
      "cap_surface": "s",
      "cap_color": "y",
      "bruises": "t",
      "odor": "a",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "b",
      "gill_color": "g",
      "stalk_shape": "e",
      "stalk_root": "c",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "k",
      "population": "s",
      "habitat": "m"
    },
    {
      "type": "e",
      "cap_shape": "x",
      "cap_surface": "y",
      "cap_color": "y",
      "bruises": "t",
      "odor": "l",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "b",
      "gill_color": "g",
      "stalk_shape": "e",
      "stalk_root": "c",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "n",
      "population": "n",
      "habitat": "g"
    },
    {
      "type": "e",
      "cap_shape": "x",
      "cap_surface": "y",
      "cap_color": "y",
      "bruises": "t",
      "odor": "a",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "b",
      "gill_color": "n",
      "stalk_shape": "e",
      "stalk_root": "c",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "k",
      "population": "s",
      "habitat": "m"
    },
    {
      "type": "e",
      "cap_shape": "b",
      "cap_surface": "s",
      "cap_color": "y",
      "bruises": "t",
      "odor": "a",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "b",
      "gill_color": "w",
      "stalk_shape": "e",
      "stalk_root": "c",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "n",
      "population": "s",
      "habitat": "g"
    },
    {
      "type": "p",
      "cap_shape": "x",
      "cap_surface": "y",
      "cap_color": "w",
      "bruises": "t",
      "odor": "p",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "n",
      "gill_color": "k",
      "stalk_shape": "e",
      "stalk_root": "e",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "n",
      "population": "v",
      "habitat": "u"
    },
    {
      "type": "e",
      "cap_shape": "x",
      "cap_surface": "f",
      "cap_color": "n",
      "bruises": "f",
      "odor": "n",
      "gill_attachment": "f",
      "gill_spacing": "w",
      "gill_size": "b",
      "gill_color": "n",
      "stalk_shape": "t",
      "stalk_root": "e",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "f",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "e",
      "spore_print_color": "k",
      "population": "a",
      "habitat": "g"
    },
    {
      "type": "e",
      "cap_shape": "s",
      "cap_surface": "f",
      "cap_color": "g",
      "bruises": "f",
      "odor": "n",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "n",
      "gill_color": "k",
      "stalk_shape": "e",
      "stalk_root": "e",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "n",
      "population": "y",
      "habitat": "u"
    },
    {
      "type": "e",
      "cap_shape": "f",
      "cap_surface": "f",
      "cap_color": "w",
      "bruises": "f",
      "odor": "n",
      "gill_attachment": "f",
      "gill_spacing": "w",
      "gill_size": "b",
      "gill_color": "k",
      "stalk_shape": "t",
      "stalk_root": "e",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "e",
      "spore_print_color": "n",
      "population": "a",
      "habitat": "g"
    },
    {
      "type": "p",
      "cap_shape": "x",
      "cap_surface": "s",
      "cap_color": "n",
      "bruises": "t",
      "odor": "p",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "n",
      "gill_color": "n",
      "stalk_shape": "e",
      "stalk_root": "e",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "k",
      "population": "s",
      "habitat": "g"
    },
    {
      "type": "p",
      "cap_shape": "x",
      "cap_surface": "y",
      "cap_color": "w",
      "bruises": "t",
      "odor": "p",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "n",
      "gill_color": "n",
      "stalk_shape": "e",
      "stalk_root": "e",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "n",
      "population": "s",
      "habitat": "u"
    },
    {
      "type": "p",
      "cap_shape": "x",
      "cap_surface": "s",
      "cap_color": "n",
      "bruises": "t",
      "odor": "p",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "n",
      "gill_color": "k",
      "stalk_shape": "e",
      "stalk_root": "e",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "n",
      "population": "s",
      "habitat": "u"
    },
    {
      "type": "e",
      "cap_shape": "b",
      "cap_surface": "s",
      "cap_color": "y",
      "bruises": "t",
      "odor": "a",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "b",
      "gill_color": "k",
      "stalk_shape": "e",
      "stalk_root": "c",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "n",
      "population": "s",
      "habitat": "m"
    },
    {
      "type": "p",
      "cap_shape": "x",
      "cap_surface": "y",
      "cap_color": "n",
      "bruises": "t",
      "odor": "p",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "n",
      "gill_color": "n",
      "stalk_shape": "e",
      "stalk_root": "e",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "n",
      "population": "v",
      "habitat": "g"
    },
    {
      "type": "e",
      "cap_shape": "b",
      "cap_surface": "y",
      "cap_color": "y",
      "bruises": "t",
      "odor": "l",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "b",
      "gill_color": "k",
      "stalk_shape": "e",
      "stalk_root": "c",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "n",
      "population": "s",
      "habitat": "m"
    },
    {
      "type": "e",
      "cap_shape": "b",
      "cap_surface": "y",
      "cap_color": "w",
      "bruises": "t",
      "odor": "a",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "b",
      "gill_color": "w",
      "stalk_shape": "e",
      "stalk_root": "c",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "n",
      "population": "n",
      "habitat": "m"
    },
    {
      "type": "e",
      "cap_shape": "b",
      "cap_surface": "s",
      "cap_color": "w",
      "bruises": "t",
      "odor": "l",
      "gill_attachment": "f",
      "gill_spacing": "c",
      "gill_size": "b",
      "gill_color": "g",
      "stalk_shape": "e",
      "stalk_root": "c",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "k",
      "population": "s",
      "habitat": "m"
    },
    {
      "type": "p",
      "cap_shape": "f",
      "cap_surface": "s",
      "cap_color": "w",
      "bruises": "t",
      "odor": "p",
      "gill_attachment": "f",
      "gill_spacing": "c",
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    {
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      "stalk_root": "?",
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    {
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    {
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    },
    {
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    {
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    {
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    {
      "type": "p",
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    {
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    {
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    },
    {
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    {
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      "stalk_color_above_ring": "o",
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      "spore_print_color": "b",
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    },
    {
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      "stalk_shape": "e",
      "stalk_root": "?",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "o",
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      "ring_number": "o",
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      "population": "c",
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    },
    {
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      "gill_spacing": "c",
      "gill_size": "n",
      "gill_color": "b",
      "stalk_shape": "t",
      "stalk_root": "?",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "k",
      "stalk_color_above_ring": "w",
      "stalk_color_below_ring": "w",
      "veil_type": "p",
      "veil_color": "w",
      "ring_number": "o",
      "ring_type": "e",
      "spore_print_color": "w",
      "population": "v",
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    },
    {
      "type": "e",
      "cap_shape": "x",
      "cap_surface": "s",
      "cap_color": "n",
      "bruises": "f",
      "odor": "n",
      "gill_attachment": "a",
      "gill_spacing": "c",
      "gill_size": "b",
      "gill_color": "y",
      "stalk_shape": "e",
      "stalk_root": "?",
      "stalk_surface_above_ring": "s",
      "stalk_surface_below_ring": "s",
      "stalk_color_above_ring": "o",
      "stalk_color_below_ring": "o",
      "veil_type": "p",
      "veil_color": "o",
      "ring_number": "o",
      "ring_type": "p",
      "spore_print_color": "o",
      "population": "c",
      "habitat": "l"
    }
  ],
  "meta": {
    "title": "Mushroom Classification — Edible vs Poisonous - Free Download",
    "description": "8,124 mushroom samples with 22 physical characteristics (cap shape, color, odor, habitat, etc.) classified as edible or poisonous. Originally from the UCI Machine Learning Repository. Contains 8124 records. Download in Excel, CSV, PDF formats.",
    "seo_title": "Mushroom Classification — Edible vs Poisonous | ListBase",
    "seo_description": "Download Mushroom Classification — Edible vs Poisonous — 8124 records. Available in Excel, CSV, PDF formats.",
    "key_takeaways": [
      "Contains 8124 records / 23 fields",
      "Available for free download in Excel, CSV, and PDF formats",
      "Data sourced from: https://github.com/stedy/Machine-Learning-with-R-datasets"
    ]
  }
}