.. only:: html .. note:: :class: sphx-glr-download-link-note Click :ref:`here ` to download the full example code .. rst-class:: sphx-glr-example-title .. _sphx_glr_gallery_style_sheets_ggplot.py: ================== ggplot style sheet ================== This example demonstrates the "ggplot" style, which adjusts the style to emulate ggplot_ (a popular plotting package for R_). These settings were shamelessly stolen from [1]_ (with permission). .. [1] https://web.archive.org/web/20111215111010/http://www.huyng.com/archives/sane-color-scheme-for-matplotlib/691/ .. _ggplot: https://ggplot2.tidyverse.org/ .. _R: https://www.r-project.org/ .. image:: /gallery/style_sheets/images/sphx_glr_ggplot_001.png :class: sphx-glr-single-img .. code-block:: default import numpy as np import matplotlib.pyplot as plt plt.style.use('ggplot') # Fixing random state for reproducibility np.random.seed(19680801) fig, axs = plt.subplots(ncols=2, nrows=2) ax1, ax2, ax3, ax4 = axs.ravel() # scatter plot (Note: `plt.scatter` doesn't use default colors) x, y = np.random.normal(size=(2, 200)) ax1.plot(x, y, 'o') # sinusoidal lines with colors from default color cycle L = 2*np.pi x = np.linspace(0, L) ncolors = len(plt.rcParams['axes.prop_cycle']) shift = np.linspace(0, L, ncolors, endpoint=False) for s in shift: ax2.plot(x, np.sin(x + s), '-') ax2.margins(0) # bar graphs x = np.arange(5) y1, y2 = np.random.randint(1, 25, size=(2, 5)) width = 0.25 ax3.bar(x, y1, width) ax3.bar(x + width, y2, width, color=list(plt.rcParams['axes.prop_cycle'])[2]['color']) ax3.set_xticks(x + width) ax3.set_xticklabels(['a', 'b', 'c', 'd', 'e']) # circles with colors from default color cycle for i, color in enumerate(plt.rcParams['axes.prop_cycle']): xy = np.random.normal(size=2) ax4.add_patch(plt.Circle(xy, radius=0.3, color=color['color'])) ax4.axis('equal') ax4.margins(0) plt.show() .. _sphx_glr_download_gallery_style_sheets_ggplot.py: .. only :: html .. container:: sphx-glr-footer :class: sphx-glr-footer-example .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: ggplot.py ` .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: ggplot.ipynb ` .. only:: html .. rst-class:: sphx-glr-signature Keywords: matplotlib code example, codex, python plot, pyplot `Gallery generated by Sphinx-Gallery `_