{
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   "cell_type": "code",
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   "id": "driven-lafayette",
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    }
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   "outputs": [
    {
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       "\n",
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       "            </script>\n",
       "            "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "from lets_plot import *\n",
    "LetsPlot.setup_html()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "novel-pricing",
   "metadata": {
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     "shell.execute_reply": "2024-06-03T14:07:12.773921Z"
    }
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    {
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     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "n = 100\n",
    "np.random.seed(42)\n",
    "x = np.random.normal(size=n)\n",
    "group = np.random.choice(['a', 'b'], size=n)\n",
    "p = ggplot({'x': x, 'group': group}, aes(x='x')) + geom_histogram() \n",
    "p"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "canadian-gateway",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-03T14:07:12.775411Z",
     "iopub.status.busy": "2024-06-03T14:07:12.775319Z",
     "iopub.status.idle": "2024-06-03T14:07:12.778091Z",
     "shell.execute_reply": "2024-06-03T14:07:12.777905Z"
    }
   },
   "outputs": [
    {
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      "text/html": [
       "   <div id=\"vQnvzZ\"></div>\n",
       "   <script type=\"text/javascript\" data-lets-plot-script=\"plot\">\n",
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   ],
   "source": [
    "p + theme_bw() + ggtitle(\"theme_bw()\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "worst-hours",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-03T14:07:12.779245Z",
     "iopub.status.busy": "2024-06-03T14:07:12.779146Z",
     "iopub.status.idle": "2024-06-03T14:07:12.781810Z",
     "shell.execute_reply": "2024-06-03T14:07:12.781631Z"
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   "outputs": [
    {
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       "       })();\n",
       "   </script>"
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     "execution_count": 4,
     "metadata": {},
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   ],
   "source": [
    "p + facet_wrap(facets='group', ncol=2)+ theme_bw()"
   ]
  }
 ],
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