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@@ -47238,11 +47238,10 @@ code, img {
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<pre><code>2022 Aug 08, 12:14 /stocks/qa/ $ line -h
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usage: line [--log] [-d] [--ml ML] [--ms MS] [-h] [--export EXPORT]
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Show line plot of selected data and allow to draw lines or highlight specific datetimes.
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Show line plot of selected data or highlight specific datetimes.
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options:
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--log Plot with y on log scale (default: False)
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-d, --draw Draw lines and annotate on the plot (default: False)
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--ml ML Draw vertical line markers to highlight certain events (default: )
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--ms MS Draw scatter markers to highlight certain events (default: )
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-h, --help show this help message (default: False)
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@@ -47252,49 +47251,68 @@ For more information and examples, use 'about line' to access the related guide.
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2022 Aug 08, 12:20 /stocks/qa/ $ pick high
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2022 Aug 08, 12:20 /stocks/qa/ $ line --draw
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Click twice for annotation.
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Close window to keep using terminal.
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Compare the beta between the loaded asset and another, using the `-r` flag to deviate from the defaulted comparison, $SPY.
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Annotation: Lower Highs
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</code></pre><p><img src="https://user-images.githubusercontent.com/85772166/183483798-82fb59f6-df9a-4b03-8dd5-542d7d20dcc6.png" alt="Annotated line chart" /></p>
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<p>Compare the beta between the loaded asset and another, using the <code>-r</code> flag to deviate from the defaulted comparison, $SPY.</p>
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<pre><code>2022 Aug 08, 12:34 /stocks/qa/ $ beta -r MSFT
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</code></pre><p>2022 Aug 08, 12:34 /stocks/qa/ $ beta -r MSFT</p>
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<p>Loading Daily MSFT stock with starting period 2019-08-05 for analysis.</p>
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<pre><code>
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<img width="762" alt="Beta of $AAPL relative to $MSFT" src="https://user-images.githubusercontent.com/85772166/183483898-dac417a8-0afe-46d2-b8e9-e855e8752fc8.png">
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Loading Daily MSFT stock with starting period 2019-08-05 for analysis.
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</code></pre><img width="762" alt="Beta of $AAPL relative to $MSFT" src="https://user-images.githubusercontent.com/85772166/183483898-dac417a8-0afe-46d2-b8e9-e855e8752fc8.png">
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<p>Most outputs are equipped with an <code>--export</code> flag, allowing the user to save the tables as a CSV, JSON, or XLSX file. The exports can then be imported into other menus like <a href="https://openbb-finance.github.io/OpenBBTerminal/terminal/econometrics/" target="_blank"> Econometrics</a>. Additional information on each specific command is displayed by attaching <code>-h</code> to it.</p>
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<h2>Examples</h2>
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<p>Box and Whisker plots for monthly and yearly scales:</p>
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<pre><code>2022 Aug 08, 12:47 /stocks/qa/ $ bw
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</code></pre><p><img src="https://user-images.githubusercontent.com/85772166/183483965-a6c2d076-4896-47ec-a314-fc6a574ad8de.png" alt="Monthly box and whisker plot for Apple" /></p>
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<pre><code>2022 Aug 08, 12:47 /stocks/qa/ $ bw -y
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</code></pre><p><img src="https://user-images.githubusercontent.com/85772166/183484096-73eadd0c-1618-4e95-a27b-79e81cd6afad.png" alt="Yearly box and whisker plot for Apple" /></p>
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<p>Pick <code>logret</code> for rate of change to the returns of the asset:</p>
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<pre><code>2022 Aug 08, 12:47 /stocks/qa/ $ pick logret
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Most outputs are equipped with an `--export` flag, allowing the user to save the tables as a CSV, JSON, or XLSX file. The exports can then be imported into other menus like <a href="https://openbb-finance.github.io/OpenBBTerminal/terminal/econometrics/" target="_blank"> Econometrics</a>. Additional information on each specific command is displayed by attaching `-h` to it.
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2022 Aug 08, 12:51 /stocks/qa/ $ bw -y
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</code></pre><p><img src="https://user-images.githubusercontent.com/85772166/183484172-5c001e9d-911c-44cd-848c-9ae5ec13dbc2.png" alt="Yearly rate of change on returns from Apple" /></p>
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<p><code>decompose</code> shows a visual representation of trend and seasonality.</p>
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<p><img src="https://user-images.githubusercontent.com/85772166/183484221-8e65e855-8a18-4bfd-8d49-b44ad50691b1.png" alt="Additive Decompose of daily $AAPL data" /></p>
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<p><code>skew</code> shows the asymmetric distribution over a specified window (default of 14).</p>
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<p><img src="https://user-images.githubusercontent.com/85772166/183484305-0ca714c4-a138-4c69-aee4-16fcc3aa3ac4.png" alt="Apple skewness indicator" /></p>
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<p><code>skew -w 5</code> Changing the window to five takes out some of the smoothness:</p>
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<p><img src="https://user-images.githubusercontent.com/85772166/183484465-5c121ebc-d2d9-4f1d-a51f-10366aa4456a.png" alt="Apple skewness indicator with a window of 5 days" /></p>
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<p>Sharpe Ratio over time, <code>sh</code>:</p>
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<p><img src="https://user-images.githubusercontent.com/85772166/183484549-6bc723e3-42cc-4c2a-96d6-72ab96402833.png" alt="Sharpe Ratio for Apple over time" /></p>
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<p><code>cdf</code> calls the cumulative distribution function. Apple over the long term exhibits a steep curve.</p>
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<p><img src="https://user-images.githubusercontent.com/85772166/183484623-00e6ce46-4378-4391-94e3-9ea2045d2fb4.png" alt="Cumulative Distribution Function of Apple" /></p>
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<p>Compared with Apple, Amazon is a more gently sloping s-curve.</p>
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<p><img src="https://user-images.githubusercontent.com/85772166/183484706-86874eb7-d454-4d38-aa78-d521fa56b1bd.png" alt="Cumulative Distribution Function of AMZN" /></p>
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<p><code>capm</code> shows the stock’s risk against the market’s. $AAPL carries the risk of whatever happens to the markets, happens to the stock.</p>
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<pre><code>2022 Aug 08, 13:51 /stocks/qa/ $ capm
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<h2>Examples</h2>
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Box and Whisker plots for monthly and yearly scales:
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</code></pre><p>2022 Aug 08, 12:47 /stocks/qa/ $ bw</p>
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<pre><code>
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</code></pre><p>2022 Aug 08, 12:47 /stocks/qa/ $ bw -y</p>
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<pre><code>
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Pick `logret` for rate of change to the returns of the asset:
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</code></pre><p>2022 Aug 08, 12:47 /stocks/qa/ $ pick logret</p>
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<p>2022 Aug 08, 12:51 /stocks/qa/ $ bw -y</p>
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<pre><code>
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`decompose` shows a visual representation of trend and seasonality.
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`skew` shows the asymmetric distribution over a specified window (default of 14).
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`skew -w 5` Changing the window to five takes out some of the smoothness:
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Sharpe Ratio over time, `sh`:
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`cdf` calls the cumulative distribution function. Apple over the long term exhibits a steep curve.
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Compared with Apple, Amazon is a more gently sloping s-curve.
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`capm` shows the stock's risk against the market's. $AAPL carries the risk of whatever happens to the markets, happens to the stock.
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</code></pre><p>2022 Aug 08, 13:51 /stocks/qa/ $ capm
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Beta: 1.15
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Systematic Risk: 46.40%
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Unsystematic Risk: 53.60%
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</code></pre><p>Read more about this subject on Wikipedia: <a class="gdoc-markdown__link" href="https://en.wikipedia.org/wiki/Quantitative_analysis_%28finance%29">https://en.wikipedia.org/wiki/Quantitative_analysis_(finance)</a></p>
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<p>Back to the <a href = "https://openbb-finance.github.io/OpenBBTerminal/" target="_blank">Getting Started Guide</a></p>
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Unsystematic Risk: 53.60%</p>
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<pre><code>Read more about this subject on Wikipedia: https://en.wikipedia.org/wiki/Quantitative_analysis_(finance)
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Back to the <a href = "https://openbb-finance.github.io/OpenBBTerminal/" target="_blank">Getting Started Guide</a>
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</code></pre>
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</article>
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@@ -9,8 +9,8 @@
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<meta name="description" content="usage: line [--log] [-d] [--ml ML] [--ms MS] [-h] [--export {png,jpg,pdf,svg}] Show line plot of selected data and allow to draw lines or highlight specific datetimes.
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optional arguments: --log Plot with y on log scale (default: False) -d, --draw Draw lines and annotate on the plot (default: False) --ml ML Draw vertical line markers to highlight certain events (default: ) --ms MS Draw scatter markers to highlight certain events (default: ) -h, --help show this help message (default: False) --export {png,jpg,pdf,svg} Export figure into png, jpg, pdf, svg (default: ) ">
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<meta name="description" content="usage: line [--log] [-d] [--ml ML] [--ms MS] [-h] [--export {png,jpg,pdf,svg}] Show line plot of selected data or highlight specific datetimes.
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optional arguments: --log Plot with y on log scale (default: False) --ml ML Draw vertical line markers to highlight certain events (default: ) --ms MS Draw scatter markers to highlight certain events (default: ) -h, --help show this help message (default: False) --export {png,jpg,pdf,svg} Export figure into png, jpg, pdf, svg (default: ) ">
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@@ -47221,10 +47221,9 @@ code, img {
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<article class="gdoc-markdown gdoc-markdown__align--left">
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<h1>Line</h1>
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<pre><code>usage: line [--log] [-d] [--ml ML] [--ms MS] [-h] [--export {png,jpg,pdf,svg}]
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</code></pre><p>Show line plot of selected data and allow to draw lines or highlight specific datetimes.</p>
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</code></pre><p>Show line plot of selected data or highlight specific datetimes.</p>
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<pre><code>optional arguments:
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--log Plot with y on log scale (default: False)
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-d, --draw Draw lines and annotate on the plot (default: False)
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--ml ML Draw vertical line markers to highlight certain events (default: )
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--ms MS Draw scatter markers to highlight certain events (default: )
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-h, --help show this help message (default: False)
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