wh-demand-history
Warehouse Demand History
Source data for the forecast pipeline demo. Contains 104 weeks of demand data across multiple SKUs and locations.
config
_context: {}
consumes: null
locations:
- factor: 1.0
id: LOC-NE-01
name: Northeast DC
- factor: 0.7
id: LOC-NE-02
name: Northeast Secondary
- factor: 1.3
id: LOC-W-01
name: West Coast DC
- factor: 0.85
id: LOC-SE-01
name: Southeast DC
produces: dict
seasonality_curves:
accessories:
- 0.85, 0.8, 0.75, 0.8, 0.85, 0.9, 0.95, 0.95
- 1.0, 1.0, 1.0, 1.0, 1.0, 0.95, 0.95, 0.95
- 0.95, 0.95, 1.0, 1.0, 0.95, 0.95, 0.95, 1.0
- 1.0, 1.05, 1.1, 1.15, 1.15, 1.1, 1.05, 1.05
- 1.1, 1.15, 1.2, 1.3, 1.3, 1.35, 1.4, 1.5
- 1.7, 2.0, 2.3, 2.6, 2.8, 2.5, 2.0, 1.5
- 1.2, 1.0, 0.9, 0.85
audio:
- 0.8, 0.75, 0.7, 0.75, 0.8, 0.85, 0.9, 0.9
- 0.95, 1.0, 1.0, 1.0, 1.0, 0.95, 0.9, 0.9
- 0.9, 0.95, 1.0, 1.0, 0.95, 0.9, 0.9, 0.95
- 1.0, 1.1, 1.2, 1.3, 1.2, 1.1, 1.0, 1.0
- 1.0, 1.1, 1.1, 1.2, 1.2, 1.3, 1.4, 1.5
- 1.7, 2.0, 2.2, 2.5, 2.8, 2.5, 2.0, 1.5
- 1.2, 1.0, 0.9, 0.85
cables:
- 0.9, 0.9, 0.85, 0.9, 0.9, 0.95, 1.0, 1.0
- 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0
- 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0
- 1.0, 1.0, 1.05, 1.1, 1.1, 1.05, 1.0, 1.0
- 1.0, 1.05, 1.1, 1.15, 1.15, 1.2, 1.25, 1.3
- 1.4, 1.6, 1.8, 2.0, 2.2, 2.0, 1.7, 1.4
- 1.2, 1.0, 0.95, 0.9
default:
- 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0
- 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0
- 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0
- 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0
- 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0
- 1.2, 1.4, 1.6, 1.8, 2.0, 1.8, 1.5, 1.2
- 1.0, 1.0, 1.0, 1.0
seed: 42
skus:
SKU-001:
base_demand: 200
category: audio
name: Premium Headphones
trend: 0.02
SKU-002:
base_demand: 150
category: audio
name: Bluetooth Speakers
trend: 0.01
SKU-003:
base_demand: 300
category: accessories
name: Phone Cases
trend: 0.015
SKU-004:
base_demand: 180
category: accessories
name: Screen Protectors
trend: -0.005
SKU-005:
base_demand: 500
category: cables
name: USB-C Cables
trend: 0.005
SKU-006:
base_demand: 250
category: cables
name: Lightning Cables
trend: 0.0
start_year: 2024
weeks: 8fetch
{
"data": [
{
"item_id": "SKU-001",
"location_id": "LOC-NE-01",
"week": "2024-W01",
"quantity": 167,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-NE-01",
"week": "2024-W02",
"quantity": 131,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-NE-01",
"week": "2024-W03",
"quantity": 136,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-NE-01",
"week": "2024-W04",
"quantity": 146,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-NE-01",
"week": "2024-W05",
"quantity": 185,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-NE-01",
"week": "2024-W06",
"quantity": 198,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-NE-01",
"week": "2024-W07",
"quantity": 227,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-NE-01",
"week": "2024-W08",
"quantity": 181,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-NE-02",
"week": "2024-W01",
"quantity": 109,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-NE-02",
"week": "2024-W02",
"quantity": 92,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-NE-02",
"week": "2024-W03",
"quantity": 93,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-NE-02",
"week": "2024-W04",
"quantity": 112,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-NE-02",
"week": "2024-W05",
"quantity": 104,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-NE-02",
"week": "2024-W06",
"quantity": 120,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-NE-02",
"week": "2024-W07",
"quantity": 148,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-NE-02",
"week": "2024-W08",
"quantity": 147,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-W-01",
"week": "2024-W01",
"quantity": 191,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-W-01",
"week": "2024-W02",
"quantity": 204,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-W-01",
"week": "2024-W03",
"quantity": 207,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-W-01",
"week": "2024-W04",
"quantity": 176,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-W-01",
"week": "2024-W05",
"quantity": 246,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-W-01",
"week": "2024-W06",
"quantity": 259,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-W-01",
"week": "2024-W07",
"quantity": 251,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-W-01",
"week": "2024-W08",
"quantity": 241,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-SE-01",
"week": "2024-W01",
"quantity": 155,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-SE-01",
"week": "2024-W02",
"quantity": 124,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-SE-01",
"week": "2024-W03",
"quantity": 109,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-SE-01",
"week": "2024-W04",
"quantity": 119,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-SE-01",
"week": "2024-W05",
"quantity": 163,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-SE-01",
"week": "2024-W06",
"quantity": 165,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-SE-01",
"week": "2024-W07",
"quantity": 188,
"category": "audio"
},
{
"item_id": "SKU-001",
"location_id": "LOC-SE-01",
"week": "2024-W08",
"quantity": 188,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-NE-01",
"week": "2024-W01",
"quantity": 121,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-NE-01",
"week": "2024-W02",
"quantity": 130,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-NE-01",
"week": "2024-W03",
"quantity": 103,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-NE-01",
"week": "2024-W04",
"quantity": 118,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-NE-01",
"week": "2024-W05",
"quantity": 137,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-NE-01",
"week": "2024-W06",
"quantity": 139,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-NE-01",
"week": "2024-W07",
"quantity": 159,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-NE-01",
"week": "2024-W08",
"quantity": 148,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-NE-02",
"week": "2024-W01",
"quantity": 89,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-NE-02",
"week": "2024-W02",
"quantity": 69,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-NE-02",
"week": "2024-W03",
"quantity": 69,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-NE-02",
"week": "2024-W04",
"quantity": 76,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-NE-02",
"week": "2024-W05",
"quantity": 76,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-NE-02",
"week": "2024-W06",
"quantity": 86,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-NE-02",
"week": "2024-W07",
"quantity": 88,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-NE-02",
"week": "2024-W08",
"quantity": 95,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-W-01",
"week": "2024-W01",
"quantity": 162,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-W-01",
"week": "2024-W02",
"quantity": 142,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-W-01",
"week": "2024-W03",
"quantity": 134,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-W-01",
"week": "2024-W04",
"quantity": 138,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-W-01",
"week": "2024-W05",
"quantity": 151,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-W-01",
"week": "2024-W06",
"quantity": 197,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-W-01",
"week": "2024-W07",
"quantity": 195,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-W-01",
"week": "2024-W08",
"quantity": 194,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-SE-01",
"week": "2024-W01",
"quantity": 92,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-SE-01",
"week": "2024-W02",
"quantity": 103,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-SE-01",
"week": "2024-W03",
"quantity": 82,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-SE-01",
"week": "2024-W04",
"quantity": 95,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-SE-01",
"week": "2024-W05",
"quantity": 122,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-SE-01",
"week": "2024-W06",
"quantity": 119,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-SE-01",
"week": "2024-W07",
"quantity": 124,
"category": "audio"
},
{
"item_id": "SKU-002",
"location_id": "LOC-SE-01",
"week": "2024-W08",
"quantity": 130,
"category": "audio"
},
{
"item_id": "SKU-003",
"location_id": "LOC-NE-01",
"week": "2024-W01",
"quantity": 281,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-NE-01",
"week": "2024-W02",
"quantity": 264,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-NE-01",
"week": "2024-W03",
"quantity": 213,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-NE-01",
"week": "2024-W04",
"quantity": 216,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-NE-01",
"week": "2024-W05",
"quantity": 256,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-NE-01",
"week": "2024-W06",
"quantity": 271,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-NE-01",
"week": "2024-W07",
"quantity": 285,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-NE-01",
"week": "2024-W08",
"quantity": 358,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-NE-02",
"week": "2024-W01",
"quantity": 199,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-NE-02",
"week": "2024-W02",
"quantity": 161,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-NE-02",
"week": "2024-W03",
"quantity": 170,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-NE-02",
"week": "2024-W04",
"quantity": 170,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-NE-02",
"week": "2024-W05",
"quantity": 213,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-NE-02",
"week": "2024-W06",
"quantity": 201,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-NE-02",
"week": "2024-W07",
"quantity": 203,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-NE-02",
"week": "2024-W08",
"quantity": 205,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-W-01",
"week": "2024-W01",
"quantity": 338,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-W-01",
"week": "2024-W02",
"quantity": 294,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-W-01",
"week": "2024-W03",
"quantity": 309,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-W-01",
"week": "2024-W04",
"quantity": 365,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-W-01",
"week": "2024-W05",
"quantity": 341,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-W-01",
"week": "2024-W06",
"quantity": 346,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-W-01",
"week": "2024-W07",
"quantity": 466,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-W-01",
"week": "2024-W08",
"quantity": 412,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-SE-01",
"week": "2024-W01",
"quantity": 190,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-SE-01",
"week": "2024-W02",
"quantity": 179,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-SE-01",
"week": "2024-W03",
"quantity": 174,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-SE-01",
"week": "2024-W04",
"quantity": 221,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-SE-01",
"week": "2024-W05",
"quantity": 250,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-SE-01",
"week": "2024-W06",
"quantity": 241,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-SE-01",
"week": "2024-W07",
"quantity": 230,
"category": "accessories"
},
{
"item_id": "SKU-003",
"location_id": "LOC-SE-01",
"week": "2024-W08",
"quantity": 259,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-NE-01",
"week": "2024-W01",
"quantity": 176,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-NE-01",
"week": "2024-W02",
"quantity": 145,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-NE-01",
"week": "2024-W03",
"quantity": 153,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-NE-01",
"week": "2024-W04",
"quantity": 157,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-NE-01",
"week": "2024-W05",
"quantity": 128,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-NE-01",
"week": "2024-W06",
"quantity": 168,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-NE-01",
"week": "2024-W07",
"quantity": 175,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-NE-01",
"week": "2024-W08",
"quantity": 167,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-NE-02",
"week": "2024-W01",
"quantity": 100,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-NE-02",
"week": "2024-W02",
"quantity": 105,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-NE-02",
"week": "2024-W03",
"quantity": 83,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-NE-02",
"week": "2024-W04",
"quantity": 97,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-NE-02",
"week": "2024-W05",
"quantity": 104,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-NE-02",
"week": "2024-W06",
"quantity": 126,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-NE-02",
"week": "2024-W07",
"quantity": 129,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-NE-02",
"week": "2024-W08",
"quantity": 107,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-W-01",
"week": "2024-W01",
"quantity": 199,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-W-01",
"week": "2024-W02",
"quantity": 168,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-W-01",
"week": "2024-W03",
"quantity": 195,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-W-01",
"week": "2024-W04",
"quantity": 205,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-W-01",
"week": "2024-W05",
"quantity": 183,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-W-01",
"week": "2024-W06",
"quantity": 214,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-W-01",
"week": "2024-W07",
"quantity": 223,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-W-01",
"week": "2024-W08",
"quantity": 192,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-SE-01",
"week": "2024-W01",
"quantity": 140,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-SE-01",
"week": "2024-W02",
"quantity": 123,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-SE-01",
"week": "2024-W03",
"quantity": 123,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-SE-01",
"week": "2024-W04",
"quantity": 122,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-SE-01",
"week": "2024-W05",
"quantity": 108,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-SE-01",
"week": "2024-W06",
"quantity": 127,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-SE-01",
"week": "2024-W07",
"quantity": 121,
"category": "accessories"
},
{
"item_id": "SKU-004",
"location_id": "LOC-SE-01",
"week": "2024-W08",
"quantity": 158,
"category": "accessories"
},
{
"item_id": "SKU-005",
"location_id": "LOC-NE-01",
"week": "2024-W01",
"quantity": 501,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-NE-01",
"week": "2024-W02",
"quantity": 497,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-NE-01",
"week": "2024-W03",
"quantity": 404,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-NE-01",
"week": "2024-W04",
"quantity": 396,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-NE-01",
"week": "2024-W05",
"quantity": 511,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-NE-01",
"week": "2024-W06",
"quantity": 552,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-NE-01",
"week": "2024-W07",
"quantity": 451,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-NE-01",
"week": "2024-W08",
"quantity": 516,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-NE-02",
"week": "2024-W01",
"quantity": 274,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-NE-02",
"week": "2024-W02",
"quantity": 341,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-NE-02",
"week": "2024-W03",
"quantity": 324,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-NE-02",
"week": "2024-W04",
"quantity": 284,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-NE-02",
"week": "2024-W05",
"quantity": 319,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-NE-02",
"week": "2024-W06",
"quantity": 346,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-NE-02",
"week": "2024-W07",
"quantity": 335,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-NE-02",
"week": "2024-W08",
"quantity": 403,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-W-01",
"week": "2024-W01",
"quantity": 572,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-W-01",
"week": "2024-W02",
"quantity": 537,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-W-01",
"week": "2024-W03",
"quantity": 565,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-W-01",
"week": "2024-W04",
"quantity": 635,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-W-01",
"week": "2024-W05",
"quantity": 543,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-W-01",
"week": "2024-W06",
"quantity": 597,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-W-01",
"week": "2024-W07",
"quantity": 769,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-W-01",
"week": "2024-W08",
"quantity": 703,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-SE-01",
"week": "2024-W01",
"quantity": 375,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-SE-01",
"week": "2024-W02",
"quantity": 386,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-SE-01",
"week": "2024-W03",
"quantity": 323,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-SE-01",
"week": "2024-W04",
"quantity": 356,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-SE-01",
"week": "2024-W05",
"quantity": 371,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-SE-01",
"week": "2024-W06",
"quantity": 425,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-SE-01",
"week": "2024-W07",
"quantity": 402,
"category": "cables"
},
{
"item_id": "SKU-005",
"location_id": "LOC-SE-01",
"week": "2024-W08",
"quantity": 403,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-NE-01",
"week": "2024-W01",
"quantity": 196,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-NE-01",
"week": "2024-W02",
"quantity": 234,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-NE-01",
"week": "2024-W03",
"quantity": 195,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-NE-01",
"week": "2024-W04",
"quantity": 252,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-NE-01",
"week": "2024-W05",
"quantity": 249,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-NE-01",
"week": "2024-W06",
"quantity": 207,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-NE-01",
"week": "2024-W07",
"quantity": 230,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-NE-01",
"week": "2024-W08",
"quantity": 263,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-NE-02",
"week": "2024-W01",
"quantity": 144,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-NE-02",
"week": "2024-W02",
"quantity": 140,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-NE-02",
"week": "2024-W03",
"quantity": 168,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-NE-02",
"week": "2024-W04",
"quantity": 161,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-NE-02",
"week": "2024-W05",
"quantity": 156,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-NE-02",
"week": "2024-W06",
"quantity": 180,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-NE-02",
"week": "2024-W07",
"quantity": 191,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-NE-02",
"week": "2024-W08",
"quantity": 159,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-W-01",
"week": "2024-W01",
"quantity": 257,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-W-01",
"week": "2024-W02",
"quantity": 286,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-W-01",
"week": "2024-W03",
"quantity": 270,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-W-01",
"week": "2024-W04",
"quantity": 290,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-W-01",
"week": "2024-W05",
"quantity": 313,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-W-01",
"week": "2024-W06",
"quantity": 325,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-W-01",
"week": "2024-W07",
"quantity": 372,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-W-01",
"week": "2024-W08",
"quantity": 286,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-SE-01",
"week": "2024-W01",
"quantity": 186,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-SE-01",
"week": "2024-W02",
"quantity": 182,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-SE-01",
"week": "2024-W03",
"quantity": 200,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-SE-01",
"week": "2024-W04",
"quantity": 177,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-SE-01",
"week": "2024-W05",
"quantity": 173,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-SE-01",
"week": "2024-W06",
"quantity": 199,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-SE-01",
"week": "2024-W07",
"quantity": 208,
"category": "cables"
},
{
"item_id": "SKU-006",
"location_id": "LOC-SE-01",
"week": "2024-W08",
"quantity": 198,
"category": "cables"
}
],
"meta": {
"generated_at": "2026-01-27T13:15:24.275645",
"record_count": 192,
"sku_count": 6,
"location_count": 4,
"week_count": 8,
"source": "wh-demand-history"
}
}Data Summary
| SKU | Category | Base Demand | Trend | Description |
|---|---|---|---|---|
| SKU-001 | audio | 200 | +2%/week | Premium headphones |
| SKU-002 | audio | 150 | +1%/week | Bluetooth speakers |
| SKU-003 | accessories | 300 | +1.5%/week | Phone cases |
| SKU-004 | accessories | 180 | -0.5%/week | Screen protectors (declining) |
| SKU-005 | cables | 500 | +0.5%/week | USB-C cables |
| SKU-006 | cables | 250 | 0% | Lightning cables (stable) |
Usage
# As pipeline source
data = fence('wh-demand-fetch')
# Access records
for record in data['data']:
print(f"{record['item_id']} @ {record['location_id']}: {record['quantity']}")South
slots:
- slug: mw-seasonality
context:
- Feeds into seasonality adjustment
- Pipeline flow: "source \u2192 seasonality"
- Linking source data to first middleware stepProvenance
Document
- Status: 🔴 Unverified
Changelog
- 2026-01-25: Created for Beye AI forecast demo
East
slots:
- slug: mw-seasonality
context: []↓ southmw-seasonality
→ eastmw-seasonality