{
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    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
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      "source": [
        "%matplotlib inline"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "\n# Stem Plot\n\n`~.pyplot.stem` plots vertical lines from a baseline to the y-coordinate and\nplaces a marker at the tip.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "import matplotlib.pyplot as plt\nimport numpy as np\n\nx = np.linspace(0.1, 2 * np.pi, 41)\ny = np.exp(np.sin(x))\n\nplt.stem(x, y)\nplt.show()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "The position of the baseline can be adapted using *bottom*.\nThe parameters *linefmt*, *markerfmt*, and *basefmt* control basic format\nproperties of the plot. However, in contrast to `~.pyplot.plot` not all\nproperties are configurable via keyword arguments. For more advanced\ncontrol adapt the line objects returned by `.pyplot`.\n\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "markerline, stemlines, baseline = plt.stem(\n    x, y, linefmt='grey', markerfmt='D', bottom=1.1)\nmarkerline.set_markerfacecolor('none')\nplt.show()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        ".. admonition:: References\n\n   The use of the following functions, methods, classes and modules is shown\n   in this example:\n\n   - `matplotlib.axes.Axes.stem` / `matplotlib.pyplot.stem`\n\n"
      ]
    }
  ],
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      "display_name": "Python 3",
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        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
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      "pygments_lexer": "ipython3",
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