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test update readme
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nbs/read_me.ipynb

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"1. **Python 3.13 Support**: DABEST now supports Python 3.10—3.13.\n",
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"2. **Horizontal Plots**: Users can now create horizontal layout plots, providing compact data visualization. This can be achieved by setting `horizontal=True` in the `.plot()` method. See the [Horizontal Plots tutorial](../tutorials/08-horizontal_plot.html) for more details.\n",
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"2. **Horizontal Plots**: Users can now create horizontal layout plots, providing compact data visualization. This can be achieved by setting `horizontal=True` in the `.plot()` method. See the [Horizontal Plots tutorial](nbs/tutorials/08-horizontal_plot.ipynb) for more details.\n",
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"3. **Forest Plots**: Forest plots provide a simple and intuitive way to visualize many delta-delta (or delta *g*), mini-meta, or regular delta effect sizes at once from multiple different dabest objects without presenting the raw data. See the [Forest Plots tutorial](../tutorials/07-forest_plot.html) for more details.\n",
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"3. **Forest Plots**: Forest plots provide a simple and intuitive way to visualize many delta-delta (or delta *g*), mini-meta, or regular delta effect sizes at once from multiple different dabest objects without presenting the raw data. See the [Forest Plots tutorial](nbs/tutorials/07-forest_plot.ipynb) for more details.\n",
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"4. **Gridkey**: Users can now represent experimental labels in a ‘gridkey’ table. This can be accessed with the `gridkey` parameter in the `.plot()` method. See the gridkey section in the [Plot Aesthetics tutorial](../tutorials/09-plot_aesthetics.html) for more details.\n",
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"4. **Gridkey**: Users can now represent experimental labels in a ‘gridkey’ table. This can be accessed with the `gridkey` parameter in the `.plot()` method. See the gridkey section in the [Plot Aesthetics tutorial](nbs/tutorials/09-plot_aesthetics.ipynb) for more details.\n",
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"5. **Other Visualization Improvements**:\n",
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" - **Comparing means and effect sizes**: The estimation plots now include three types of customizable visual features to enhance contextualization and comparison of means and effect sizes:\n",
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" - **Bars for the mean of the observed values (`raw_bars`)**: Colored rectangles that extend from the zero line to the mean of each group's raw data. These bars visually highlight the central tendency of the raw data.\n",
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" - **Bars for effect size/s (`contrast_bars`)**: Similar to raw bars, these highlight the effect-size difference between two groups (typically test and control) in the contrast axis. They provide a visual representation of the differences between groups.\n",
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" - **Summary bands (`reference_band`)**: An optional band or ribbon that can be added to emphasize a specific effect size’s confidence interval that is used as a reference range across the entire contrast axis. Unlike raw and contrast bars, these span horizontally (or vertically if `horizontal=True`) and are not displayed by default.\n",
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" Raw and contrast bars are shown by default. Users can customize these bars and add summary bands as needed. For detailed customization instructions, please refer to the [Plot Aesthetics tutorial](../tutorials/09-plot_aesthetics.html).\n",
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" Raw and contrast bars are shown by default. Users can customize these bars and add summary bands as needed. For detailed customization instructions, please refer to the [Plot Aesthetics tutorial](nbs/tutorials/09-plot_aesthetics.ipynb).\n",
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" - **Tighter spacing in delta-delta and mini-meta plots**: We have adjusted the spacing of delta-delta and mini-meta plots to reduce whitespace. The new format brings the overall effect size closer to the two-groups effect sizes. In addition, delta-delta plots now have a gap in the zero line to separate the delta-delta from the ∆ effect sizes.\n",
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