Seasonality

What it is

The seasonal factor per month, and where it comes from. Measured from this tenant’s own sales unless a manual override is set. Profiles come from the products themselves — a profile nobody uses does not appear. One row per (profile, month). factor is what the demand engine actually applies; factor_source says whether it is the damped measured value or a manual override, and sample_size / confidence say how much history backs the measurement. This is the factor behind Sales/day (season removed) and the coverage-window season factor in Product Demand.

How it gets data

Computed view — measured automatically from this tenant’s sales history per Products seasonality profile; manual overrides come from Procurement Config. Read-only; no ingest endpoint.

Fields

Field	Label	Type	Writable	Description
`month`	Month	number	read-only	Calendar month (1–12)
`profile`	Profile	text	read-only	Seasonality profile name (from the product master)
`products_on_profile`	Products	number	read-only	How many products use this profile
`measured_raw`	Measured	number	read-only	Raw measured seasonal factor from own sales
`measured_applied`	Measured (damped)	number	read-only	Measured factor after damping
`override_factor`	Override	number	read-only	Manual override, if set
`factor`	Applied	number	read-only	The factor the demand engine actually applies
`factor_source`	Source	status	read-only	Where `factor` comes from (measured / override)
`sample_size`	Years	number	read-only	Years of history behind the measurement
`confidence`	Confidence	text	read-only	Confidence of the measured factor
`calculated_at`	Calculated	datetime	read-only	When the view was computed

All columns are read-only. The view also carries tenant_id / workspace_id for tenant isolation — filtered automatically, never selected.

Query it

{
  "method": "tools/call",
  "params": {
    "name": "data_query",
    "arguments": {
      "view_slug": "v_seasonality_effective",
      "filters": { "month": 12 },
      "select_fields": ["profile", "factor", "factor_source", "confidence"],
      "limit": 25
    }
  }
}

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What it is

How it gets data

Fields

Query it

​What it is

​How it gets data

​Fields

​Query it

What it is

How it gets data

Fields

Query it