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89 lines
2.3 KiB
Markdown
Vendored
89 lines
2.3 KiB
Markdown
Vendored
---
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title: rolling
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description: A documentation page explaining the functionality of the OpenBB rolling
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model and rolling chart. These tools deal with computing and plotting rolling means
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and standard deviations in financial data, mapped by stock symbols or tickers. The
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methods are implemented in Python and operate on dataframes.
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keywords:
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- rolling
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- quantitative analysis
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- dataframe
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- standard deviation
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- mean
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- Stock ticker
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- window
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---
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import HeadTitle from '@site/src/components/General/HeadTitle.tsx';
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<HeadTitle title="qa.rolling - Reference | OpenBB SDK Docs" />
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import Tabs from '@theme/Tabs';
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import TabItem from '@theme/TabItem';
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<Tabs>
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<TabItem value="model" label="Model" default>
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Return rolling mean and standard deviation
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Source Code: [[link](https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/common/quantitative_analysis/rolling_model.py#L16)]
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```python
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openbb.qa.rolling(data: pd.DataFrame, window: int = 14)
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```
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---
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## Parameters
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| Name | Type | Description | Default | Optional |
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| ---- | ---- | ----------- | ------- | -------- |
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| data | pd.DataFrame | Dataframe of target data | None | False |
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| window | int | Length of rolling window | 14 | True |
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---
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## Returns
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| Type | Description |
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| ---- | ----------- |
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| Tuple[pd.DataFrame, pd.DataFrame] | Dataframe of rolling mean,<br/>Dataframe of rolling standard deviation |
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---
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</TabItem>
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<TabItem value="view" label="Chart">
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Plots mean std deviation
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Source Code: [[link](https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/common/quantitative_analysis/rolling_view.py#L26)]
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```python
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openbb.qa.rolling_chart(data: pd.DataFrame, target: str, symbol: str = "", window: int = 14, export: str = "", external_axes: Optional[List[matplotlib.axes._axes.Axes]] = None)
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```
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---
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## Parameters
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| Name | Type | Description | Default | Optional |
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| ---- | ---- | ----------- | ------- | -------- |
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| data | pd.DataFrame | Dataframe | None | False |
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| target | str | Column in data to look at | None | False |
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| symbol | str | Stock ticker | | True |
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| window | int | Length of window | 14 | True |
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| export | str | Format to export data | | True |
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| external_axes | Optional[List[plt.Axes]] | External axes (2 axes are expected in the list), by default None | None | True |
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---
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## Returns
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This function does not return anything
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---
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</TabItem>
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</Tabs>
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