Import
Each connector retrieves a defined series through the provider’s official API.
Transparent sources. Reproducible calculations.
Public pages read from MacroWatch’s local database. External feeds are imported, validated, normalized and timestamped before display.
Validation
Dates, numeric values, missing observations and duplicate periods are checked.
Normalization
Provider identifiers are mapped to stable internal MacroWatch codes.
Display
Public pages use the local database and show source, unit, frequency and freshness.
Informational only
MacroWatch provides data, charts and statistical context for information only. It does not provide financial advice, trading signals, recommendations or execute financial transactions.