Merge pull request #6337 from TheJoeSchr/patch-8
docs: fix typo and fix markdown list rendering
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# Analyzing bot data with Jupyter notebooks
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# Analyzing bot data with Jupyter notebooks
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You can analyze the results of backtests and trading history easily using Jupyter notebooks. Sample notebooks are located at `user_data/notebooks/` after initializing the user directory with `freqtrade create-userdir --userdir user_data`.
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You can analyze the results of backtests and trading history easily using Jupyter notebooks. Sample notebooks are located at `user_data/notebooks/` after initializing the user directory with `freqtrade create-userdir --userdir user_data`.
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## Quick start with docker
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@ -41,32 +41,35 @@ ipython kernel install --user --name=freqtrade
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!!! Warning
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Some tasks don't work especially well in notebooks. For example, anything using asynchronous execution is a problem for Jupyter. Also, freqtrade's primary entry point is the shell cli, so using pure python in a notebook bypasses arguments that provide required objects and parameters to helper functions. You may need to set those values or create expected objects manually.
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## Recommended workflow
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## Recommended workflow
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| Task | Tool |
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--- | ---
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Bot operations | CLI
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| Task | Tool |
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--- | ---
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Bot operations | CLI
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Repetitive tasks | Shell scripts
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Data analysis & visualization | Notebook
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Data analysis & visualization | Notebook
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1. Use the CLI to
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* download historical data
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* run a backtest
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* run with real-time data
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* export results
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* export results
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1. Collect these actions in shell scripts
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* save complicated commands with arguments
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* execute multi-step operations
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* execute multi-step operations
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* automate testing strategies and preparing data for analysis
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1. Use a notebook to
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* visualize data
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* munge and plot to generate insights
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* mangle and plot to generate insights
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## Example utility snippets
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## Example utility snippets
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### Change directory to root
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### Change directory to root
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Jupyter notebooks execute from the notebook directory. The following snippet searches for the project root, so relative paths remain consistent.
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