docs/f-22e/violin_tails_cutoff.ipynb

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       "\n",
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       "            </script>\n",
       "            "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "from lets_plot import *\n",
    "LetsPlot.setup_html()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "bb8e3393",
   "metadata": {},
   "outputs": [
    {
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     "output_type": "stream",
     "text": [
      "(150, 5)\n"
     ]
    },
    {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>sepal_length</th>\n",
       "      <th>sepal_width</th>\n",
       "      <th>petal_length</th>\n",
       "      <th>petal_width</th>\n",
       "      <th>species</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>5.1</td>\n",
       "      <td>3.5</td>\n",
       "      <td>1.4</td>\n",
       "      <td>0.2</td>\n",
       "      <td>setosa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>4.9</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.4</td>\n",
       "      <td>0.2</td>\n",
       "      <td>setosa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>4.7</td>\n",
       "      <td>3.2</td>\n",
       "      <td>1.3</td>\n",
       "      <td>0.2</td>\n",
       "      <td>setosa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4.6</td>\n",
       "      <td>3.1</td>\n",
       "      <td>1.5</td>\n",
       "      <td>0.2</td>\n",
       "      <td>setosa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>1.4</td>\n",
       "      <td>0.2</td>\n",
       "      <td>setosa</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   sepal_length  sepal_width  petal_length  petal_width species\n",
       "0           5.1          3.5           1.4          0.2  setosa\n",
       "1           4.9          3.0           1.4          0.2  setosa\n",
       "2           4.7          3.2           1.3          0.2  setosa\n",
       "3           4.6          3.1           1.5          0.2  setosa\n",
       "4           5.0          3.6           1.4          0.2  setosa"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "iris_df = pd.read_csv(\"https://raw.githubusercontent.com/JetBrains/lets-plot-docs/master/data/iris.csv\")\n",
    "print(iris_df.shape)\n",
    "iris_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "acf0abe5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\"trim\":true,\n",
       "\"data\":{\n",
       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       "}\n",
       "}],\n",
       "\"metainfo_list\":[]\n",
       "}\n",
       "}]\n",
       "};\n",
       "           var plotContainer = document.getElementById(\"KCevse\");\n",
       "           window.letsPlotCall(function() {{\n",
       "               LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
       "           }});\n",
       "       })();    \n",
       "   </script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "width, height = 400, 300\n",
    "bunch = GGBunch()\n",
    "bunch.add_plot(ggplot(iris_df, aes(\"species\", \"sepal_length\")) + \\\n",
    "    geom_violin(trim=True) + \\\n",
    "    ggtitle(\"trim=True (default)\"),\n",
    "    0, 0, width, height)\n",
    "bunch.add_plot(ggplot(iris_df, aes(\"species\", \"sepal_length\")) + \\\n",
    "    geom_violin(trim=False, tails_cutoff=1) + \\\n",
    "    ggtitle(\"trim=False, tails_cutoff=1\"),\n",
    "    width, 0, width, height)\n",
    "bunch.add_plot(ggplot(iris_df, aes(\"species\", \"sepal_length\")) + \\\n",
    "    geom_violin(trim=False, tails_cutoff=2) + \\\n",
    "    ggtitle(\"trim=False, tails_cutoff=2\"),\n",
    "    0, height, width, height)\n",
    "bunch.add_plot(ggplot(iris_df, aes(\"species\", \"sepal_length\")) + \\\n",
    "    geom_violin(trim=False, tails_cutoff=3) + \\\n",
    "    ggtitle(\"trim=False, tails_cutoff=3 (default)\"),\n",
    "    width, height, width, height)\n",
    "bunch.show()"
   ]
  }
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