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data/professional-palette-reference.json
895 lines
{
"source": "dw_unified.shopify_color_enrichment",
"ts": "2026-05-27T16:36:31.457Z",
"vendors_surveyed": [
{
"vendor": "Schumacher",
"product_count": 1690
},
{
"vendor": "Thibaut Wallpaper",
"product_count": 1456
},
{
"vendor": "Cole & Son",
"product_count": 1246
},
{
"vendor": "Scalamandre Wallpaper",
"product_count": 1102
},
{
"vendor": "Osborne & Little",
"product_count": 1021
},
{
"vendor": "Designers Guild",
"product_count": 861
},
{
"vendor": "Nina Campbell",
"product_count": 780
},
{
"vendor": "Maya Romanoff",
"product_count": 639
},
{
"vendor": "Anna French",
"product_count": 625
},
{
"vendor": "Harlequin",
"product_count": 583
},
{
"vendor": "Arte International",
"product_count": 581
},
{
"vendor": "Brunschwig & Fils",
"product_count": 569
},
{
"vendor": "DW Bespoke Studio",
"product_count": 535
},
{
"vendor": "William Morris",
"product_count": 526
},
{
"vendor": "1838 Wallcoverings",
"product_count": 468
},
{
"vendor": "Lee Jofa",
"product_count": 465
},
{
"vendor": "Romo",
"product_count": 450
},
{
"vendor": "Thibaut",
"product_count": 417
},
{
"vendor": "GP & J Baker",
"product_count": 267
},
{
"vendor": "Ralph Lauren",
"product_count": 254
},
{
"vendor": "Elitis",
"product_count": 244
},
{
"vendor": "Arte International Wallcoverings",
"product_count": 7
},
{
"vendor": "Schumacher Wallcoverings",
"product_count": 6
},
{
"vendor": "Arte",
"product_count": 5
},
{
"vendor": "Pierre Frey",
"product_count": 3
},
{
"vendor": "THIBAUT AT DW",
"product_count": 2
},
{
"vendor": "Ralph Lauren Wallpaper",
"product_count": 1
},
{
"vendor": "Morris and Company",
"product_count": 1
}
],
"product_count": 14804,
"hex_instance_count": 42334,
"distinct_hex_count": 19325,
"top_50_hexes": [
{
"hex": "#FFFFFF",
"pct_of_products": 0.0783,
"appearances": 1159,
"avg_share_in_design": 34.1,
"hsl": {
"h": 0,
"s": 0,
"l": 100
},
"hue_bucket": "neutral-white",
"common_name": "ivory"
},
{
"hex": "#F5F5DC",
"pct_of_products": 0.0675,
"appearances": 1000,
"avg_share_in_design": 37.7,
"hsl": {
"h": 60,
"s": 55.6,
"l": 91.2
},
"hue_bucket": "orange-yellow",
"common_name": "cream"
},
{
"hex": "#D3D3D3",
"pct_of_products": 0.0576,
"appearances": 852,
"avg_share_in_design": 38,
"hsl": {
"h": 0,
"s": 0,
"l": 82.7
},
"hue_bucket": "neutral-gray",
"common_name": "oyster"
},
{
"hex": "#F5F5F5",
"pct_of_products": 0.0418,
"appearances": 619,
"avg_share_in_design": 42.6,
"hsl": {
"h": 0,
"s": 0,
"l": 96.1
},
"hue_bucket": "neutral-white",
"common_name": "off-white"
},
{
"hex": "#C0C0C0",
"pct_of_products": 0.0301,
"appearances": 445,
"avg_share_in_design": 39.4,
"hsl": {
"h": 0,
"s": 0,
"l": 75.3
},
"hue_bucket": "neutral-gray",
"common_name": "dove"
},
{
"hex": "#D2B48C",
"pct_of_products": 0.027,
"appearances": 400,
"avg_share_in_design": 34.8,
"hsl": {
"h": 34.3,
"s": 43.7,
"l": 68.6
},
"hue_bucket": "red-orange",
"common_name": "fawn"
},
{
"hex": "#F2F2F2",
"pct_of_products": 0.0268,
"appearances": 397,
"avg_share_in_design": 35.2,
"hsl": {
"h": 0,
"s": 0,
"l": 94.9
},
"hue_bucket": "neutral-white",
"common_name": "off-white"
},
{
"hex": "#000000",
"pct_of_products": 0.0251,
"appearances": 371,
"avg_share_in_design": 30.5,
"hsl": {
"h": 0,
"s": 0,
"l": 0
},
"hue_bucket": "neutral-black",
"common_name": "noir"
},
{
"hex": "#F0F0F0",
"pct_of_products": 0.0224,
"appearances": 332,
"avg_share_in_design": 56.8,
"hsl": {
"h": 0,
"s": 0,
"l": 94.1
},
"hue_bucket": "neutral-white",
"common_name": "cream"
},
{
"hex": "#F5F3EE",
"pct_of_products": 0.0164,
"appearances": 243,
"avg_share_in_design": 42,
"hsl": {
"h": 42.9,
"s": 25.9,
"l": 94.7
},
"hue_bucket": "red-orange",
"common_name": "off-white"
},
{
"hex": "#F5F0E1",
"pct_of_products": 0.0138,
"appearances": 204,
"avg_share_in_design": 52.6,
"hsl": {
"h": 45,
"s": 50,
"l": 92.2
},
"hue_bucket": "red-orange",
"common_name": "cream"
},
{
"hex": "#F5F3ED",
"pct_of_products": 0.0131,
"appearances": 194,
"avg_share_in_design": 44.7,
"hsl": {
"h": 45,
"s": 28.6,
"l": 94.5
},
"hue_bucket": "red-orange",
"common_name": "off-white"
},
{
"hex": "#F5F5F0",
"pct_of_products": 0.0126,
"appearances": 187,
"avg_share_in_design": 49.9,
"hsl": {
"h": 60,
"s": 20,
"l": 95.1
},
"hue_bucket": "orange-yellow",
"common_name": "off-white"
},
{
"hex": "#4A4A4A",
"pct_of_products": 0.0121,
"appearances": 179,
"avg_share_in_design": 39.6,
"hsl": {
"h": 0,
"s": 0,
"l": 29
},
"hue_bucket": "neutral-gray",
"common_name": "umber"
},
{
"hex": "#F2E8D9",
"pct_of_products": 0.0121,
"appearances": 179,
"avg_share_in_design": 44.4,
"hsl": {
"h": 36,
"s": 49,
"l": 90
},
"hue_bucket": "red-orange",
"common_name": "pearl"
},
{
"hex": "#F0E68C",
"pct_of_products": 0.0118,
"appearances": 175,
"avg_share_in_design": 31,
"hsl": {
"h": 54,
"s": 76.9,
"l": 74.5
},
"hue_bucket": "orange-yellow",
"common_name": "butter"
},
{
"hex": "#A9A9A9",
"pct_of_products": 0.0115,
"appearances": 170,
"avg_share_in_design": 34.4,
"hsl": {
"h": 0,
"s": 0,
"l": 66.3
},
"hue_bucket": "neutral-gray",
"common_name": "stone"
},
{
"hex": "#008080",
"pct_of_products": 0.0111,
"appearances": 165,
"avg_share_in_design": 33.7,
"hsl": {
"h": 180,
"s": 100,
"l": 25.1
},
"hue_bucket": "blue-green",
"common_name": "malachite"
},
{
"hex": "#333333",
"pct_of_products": 0.0109,
"appearances": 162,
"avg_share_in_design": 43.1,
"hsl": {
"h": 0,
"s": 0,
"l": 20
},
"hue_bucket": "neutral-gray",
"common_name": "charcoal"
},
{
"hex": "#363636",
"pct_of_products": 0.0101,
"appearances": 149,
"avg_share_in_design": 42.6,
"hsl": {
"h": 0,
"s": 0,
"l": 21.2
},
"hue_bucket": "neutral-gray",
"common_name": "charcoal"
},
{
"hex": "#B0C4DE",
"pct_of_products": 0.0099,
"appearances": 147,
"avg_share_in_design": 41.5,
"hsl": {
"h": 213.9,
"s": 41.1,
"l": 78
},
"hue_bucket": "blue",
"common_name": "sky"
},
{
"hex": "#87CEEB",
"pct_of_products": 0.0099,
"appearances": 146,
"avg_share_in_design": 29.6,
"hsl": {
"h": 197.4,
"s": 71.4,
"l": 72.5
},
"hue_bucket": "blue",
"common_name": "robin egg"
},
{
"hex": "#36454F",
"pct_of_products": 0.0097,
"appearances": 144,
"avg_share_in_design": 28.7,
"hsl": {
"h": 204,
"s": 18.8,
"l": 26.1
},
"hue_bucket": "blue",
"common_name": "charcoal"
},
{
"hex": "#483C32",
"pct_of_products": 0.0092,
"appearances": 136,
"avg_share_in_design": 25.8,
"hsl": {
"h": 27.3,
"s": 18,
"l": 23.9
},
"hue_bucket": "red-orange",
"common_name": "walnut"
},
{
"hex": "#6495ED",
"pct_of_products": 0.009,
"appearances": 133,
"avg_share_in_design": 40.2,
"hsl": {
"h": 218.5,
"s": 79.2,
"l": 66.1
},
"hue_bucket": "blue",
"common_name": "cornflower"
},
{
"hex": "#F2E7D6",
"pct_of_products": 0.0089,
"appearances": 132,
"avg_share_in_design": 58.2,
"hsl": {
"h": 36.4,
"s": 51.9,
"l": 89.4
},
"hue_bucket": "red-orange",
"common_name": "pearl"
},
{
"hex": "#F5F3E8",
"pct_of_products": 0.0085,
"appearances": 126,
"avg_share_in_design": 47.8,
"hsl": {
"h": 50.8,
"s": 39.4,
"l": 93.5
},
"hue_bucket": "orange-yellow",
"common_name": "cream"
},
{
"hex": "#808080",
"pct_of_products": 0.0085,
"appearances": 126,
"avg_share_in_design": 28.7,
"hsl": {
"h": 0,
"s": 0,
"l": 50.2
},
"hue_bucket": "neutral-gray",
"common_name": "slate"
},
{
"hex": "#ADD8E6",
"pct_of_products": 0.0081,
"appearances": 120,
"avg_share_in_design": 31.9,
"hsl": {
"h": 194.7,
"s": 53.3,
"l": 79
},
"hue_bucket": "blue-green",
"common_name": "powder blue"
},
{
"hex": "#6B8E23",
"pct_of_products": 0.008,
"appearances": 118,
"avg_share_in_design": 36.7,
"hsl": {
"h": 79.6,
"s": 60.5,
"l": 34.7
},
"hue_bucket": "yellow-green",
"common_name": "moss"
},
{
"hex": "#F8F8FF",
"pct_of_products": 0.0074,
"appearances": 110,
"avg_share_in_design": 36,
"hsl": {
"h": 240,
"s": 100,
"l": 98.6
},
"hue_bucket": "blue-purple",
"common_name": "off-white"
},
{
"hex": "#BDB76B",
"pct_of_products": 0.0068,
"appearances": 101,
"avg_share_in_design": 39.3,
"hsl": {
"h": 55.6,
"s": 38.3,
"l": 58
},
"hue_bucket": "orange-yellow",
"common_name": "fawn"
},
{
"hex": "#808000",
"pct_of_products": 0.0061,
"appearances": 90,
"avg_share_in_design": 25.6,
"hsl": {
"h": 60,
"s": 100,
"l": 25.1
},
"hue_bucket": "orange-yellow",
"common_name": "bronze"
},
{
"hex": "#F08080",
"pct_of_products": 0.006,
"appearances": 89,
"avg_share_in_design": 24.5,
"hsl": {
"h": 0,
"s": 78.9,
"l": 72.2
},
"hue_bucket": "red",
"common_name": "coral"
},
{
"hex": "#000080",
"pct_of_products": 0.0058,
"appearances": 86,
"avg_share_in_design": 21.6,
"hsl": {
"h": 240,
"s": 100,
"l": 25.1
},
"hue_bucket": "blue-purple",
"common_name": "midnight"
},
{
"hex": "#F2F4F0",
"pct_of_products": 0.0055,
"appearances": 81,
"avg_share_in_design": 26.1,
"hsl": {
"h": 90,
"s": 15.4,
"l": 94.9
},
"hue_bucket": "yellow-green",
"common_name": "off-white"
},
{
"hex": "#BDBDBD",
"pct_of_products": 0.0055,
"appearances": 81,
"avg_share_in_design": 40.2,
"hsl": {
"h": 0,
"s": 0,
"l": 74.1
},
"hue_bucket": "neutral-gray",
"common_name": "dove"
},
{
"hex": "#F8F8F8",
"pct_of_products": 0.0053,
"appearances": 79,
"avg_share_in_design": 43.7,
"hsl": {
"h": 0,
"s": 0,
"l": 97.3
},
"hue_bucket": "neutral-white",
"common_name": "off-white"
},
{
"hex": "#F2F0E6",
"pct_of_products": 0.0052,
"appearances": 77,
"avg_share_in_design": 40.8,
"hsl": {
"h": 50,
"s": 31.6,
"l": 92.5
},
"hue_bucket": "orange-yellow",
"common_name": "cream"
},
{
"hex": "#FFFFF0",
"pct_of_products": 0.0051,
"appearances": 76,
"avg_share_in_design": 41.6,
"hsl": {
"h": 60,
"s": 100,
"l": 97.1
},
"hue_bucket": "orange-yellow",
"common_name": "ivory"
},
{
"hex": "#C2B280",
"pct_of_products": 0.005,
"appearances": 74,
"avg_share_in_design": 29.2,
"hsl": {
"h": 45.5,
"s": 35.1,
"l": 63.1
},
"hue_bucket": "orange-yellow",
"common_name": "fawn"
},
{
"hex": "#E8E8E8",
"pct_of_products": 0.0047,
"appearances": 69,
"avg_share_in_design": 31.6,
"hsl": {
"h": 0,
"s": 0,
"l": 91
},
"hue_bucket": "neutral-white",
"common_name": "pearl"
},
{
"hex": "#D0D0D0",
"pct_of_products": 0.0046,
"appearances": 68,
"avg_share_in_design": 34.6,
"hsl": {
"h": 0,
"s": 0,
"l": 81.6
},
"hue_bucket": "neutral-gray",
"common_name": "oyster"
},
{
"hex": "#708090",
"pct_of_products": 0.0046,
"appearances": 68,
"avg_share_in_design": 29.1,
"hsl": {
"h": 210,
"s": 12.6,
"l": 50.2
},
"hue_bucket": "neutral-gray",
"common_name": "slate"
},
{
"hex": "#E0E0E0",
"pct_of_products": 0.0046,
"appearances": 68,
"avg_share_in_design": 36,
"hsl": {
"h": 0,
"s": 0,
"l": 87.8
},
"hue_bucket": "neutral-white",
"common_name": "linen"
},
{
"hex": "#F8F7F2",
"pct_of_products": 0.0045,
"appearances": 67,
"avg_share_in_design": 39,
"hsl": {
"h": 50,
"s": 30,
"l": 96.1
},
"hue_bucket": "orange-yellow",
"common_name": "off-white"
},
{
"hex": "#E5DDCB",
"pct_of_products": 0.0044,
"appearances": 65,
"avg_share_in_design": 44.1,
"hsl": {
"h": 41.5,
"s": 33.3,
"l": 84.7
},
"hue_bucket": "red-orange",
"common_name": "bone"
},
{
"hex": "#E0D8C4",
"pct_of_products": 0.0043,
"appearances": 64,
"avg_share_in_design": 39.5,
"hsl": {
"h": 42.9,
"s": 31.1,
"l": 82.4
},
"hue_bucket": "red-orange",
"common_name": "bone"
},
{
"hex": "#4682B4",
"pct_of_products": 0.0043,
"appearances": 64,
"avg_share_in_design": 31.3,
"hsl": {
"h": 207.3,
"s": 44,
"l": 49
},
"hue_bucket": "blue",
"common_name": "denim"
},
{
"hex": "#F0E6D2",
"pct_of_products": 0.0042,
"appearances": 62,
"avg_share_in_design": 37,
"hsl": {
"h": 40,
"s": 50,
"l": 88.2
},
"hue_bucket": "red-orange",
"common_name": "parchment"
}
],
"hue_distribution": {
"red-orange": 0.2737,
"neutral-gray": 0.1778,
"orange-yellow": 0.1357,
"blue": 0.0986,
"neutral-white": 0.0777,
"red": 0.0627,
"blue-green": 0.0545,
"yellow-green": 0.0485,
"green": 0.025,
"neutral-black": 0.016,
"magenta-pink": 0.0131,
"blue-purple": 0.0124,
"purple": 0.0041
},
"saturation_distribution": {
"0-20": 0.3407,
"20-40": 0.3001,
"40-60": 0.2239,
"60-80": 0.0936,
"80-100": 0.0417
},
"lightness_distribution": {
"0-20": 0.0214,
"20-40": 0.1304,
"40-60": 0.2024,
"60-80": 0.3028,
"80-100": 0.3429
},
"hexes_per_design_distribution": [
{
"distinct_hexes": 1,
"product_count": 116,
"pct": 0.0078
},
{
"distinct_hexes": 2,
"product_count": 6518,
"pct": 0.4403
},
{
"distinct_hexes": 3,
"product_count": 5507,
"pct": 0.372
},
{
"distinct_hexes": 4,
"product_count": 1386,
"pct": 0.0936
},
{
"distinct_hexes": 5,
"product_count": 609,
"pct": 0.0411
},
{
"distinct_hexes": 6,
"product_count": 628,
"pct": 0.0424
},
{
"distinct_hexes": 7,
"product_count": 26,
"pct": 0.0018
},
{
"distinct_hexes": 8,
"product_count": 8,
"pct": 0.0005
},
{
"distinct_hexes": 9,
"product_count": 3,
"pct": 0.0002
},
{
"distinct_hexes": 10,
"product_count": 2,
"pct": 0.0001
},
{
"distinct_hexes": 11,
"product_count": 1,
"pct": 0.0001
}
],
"professional_palette_words": [
"ivory",
"cream",
"oyster",
"off-white",
"dove",
"fawn",
"noir",
"umber",
"pearl",
"butter",
"stone",
"malachite",
"charcoal",
"sky",
"robin egg",
"walnut",
"cornflower",
"slate",
"powder blue",
"moss",
"bronze",
"coral",
"midnight",
"linen",
"bone",
"denim",
"parchment"
],
"methodology": {
"table": "shopify_color_enrichment",
"filter": "vendor IN PRO_VENDORS AND hex_codes is non-empty jsonb array",
"counting": "one vote per product per distinct hex (deduped within a product)",
"naming": "nearest weighted-RGB match against a curated 70-name designer-paint vocab",
"hue_bins": "11 hue bins (30°-ish) + neutral-white / neutral-gray / neutral-black when S<15%"
}
}