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docs/guis/betabeat/analysis_panel.md

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## The Time / Space Tab
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In the `Time / Space` tab one can examine the phases and amplitudes over the length of the accelerator,
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and can clean the calues if needed.
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In the `Time / Space` tab one can examine the phases and amplitudes over the length of the accelerator (per BPM), and can clean the values if needed.
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<figure>
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</center>
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</figure>
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!!! warning "Default Bounds"
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The cleaning will check if the ratio of remaining data-points is inside predefined bounds to **prevent accidental removal of too much data**.
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This ratio, as well as the default value for the `sigmas` and `limit` parameter can be changed by [giving them through the `bbgui_user.properties` file][additional_defaults].
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!!! tip "Deselection"
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In case you only want to see the data of one plane, you can deselcect the other plane by either chosing `None` at the bottom of the list
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or by right-clicking into the respective list.
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### Cleaning
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!!! warning "Default Bounds"
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The cleaning will check if the ratio of remaining data-points is inside predefined bounds to **prevent accidental removal of too much data**.
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This ratio, as well as the default value for the `sigmas` and `limit` parameter can be changed by [giving them through the `bbgui_user.properties` file][additional_defaults].
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The harmonic analysis data used to obtain the optics functions can be cleaned using [Isolation Forest algorithm][sklearn_IF].
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It should prevent the appearance of unphysical spikes in the optics functions which are caused by the faulty BPMs remaining in the data after the TbT-data cleaning.
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</figure>
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[bpm_panel_analyse]: bpm_panel.md#start-analysis
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[additional_defaults]: defaults.md#additional-gui-defaults
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[additional_defaults]: defaults.md#additional-gui-defaults
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*[LHC]: Large Hadron Collider
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*[SPS]: Super Proton Synchrotron
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*[PS]: Proton Synchrotron
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*[PSB]: Proton Synchrotron Booster
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*[OMC]: Optics Measurement and Correction
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*[BPM]: Beam Position Monitor

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