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Version: v5

multi

Run multiple indicators on a single price series and merge them by date.

Parameters​

data: Data | DataFrame | Series | dict | list | list[DataFrame] | list[Data] | list[Series] | ndarray
Input OHLC(V) series.

indicators: list[MultiIndicatorRequest]
Indicators to compute, in arbitrary order.

index: str
Default: date
Index column name in data.

target: str
Default: close
Target column forwarded to indicators that accept one.


Returns​

results: list[MultiResultRow]

Serializable results.

provider: str

Provider name.

warnings: Optional[list[Warning_]]

List of warnings.

chart: Optional[Chart]

Chart object.

extra: dict[str, Any]

Extra info.


Data​

date: date | datetime | str
Observation date.

values: dict[str, float]
Indicator outputs for this date keyed as "<indicator>.<column>". Numeric columns only — non-numeric outputs are skipped.