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2_EDA.ipynb
{
"cells": [
{
"metadata": {},
"cell_type": "markdown",
"source": "# Exploratory Data Analysis"
},
{
"metadata": {},
"cell_type": "markdown",
"source": "## SCENARIO:"
},
{
"metadata": {},
"cell_type": "markdown",
"source": "You have an unfamiliar data set and want to quickly explore it with an informal work flow."
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "%matplotlib inline\nimport matplotlib.pyplot as plt # De facto Python plotting library\nimport pandas as pd # Data analysis and data cleaning/transforming library\nimport seaborn as sns # For advanced or prettier statistical plots",
"execution_count": 2,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "### Load sample data set: mpg of vehicles built from 1970s to 1980s:"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "data = sns.load_dataset(\"mpg\")\n# data = pd.read_excel(\"path_to_your_exce_file\")\n# data = pd.read_csv(\"path_to_your_csv_file\")\n# data = pd.read_html(\"URL_to_html_page_containing_a_table\")",
"execution_count": 13,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "data.shape",
"execution_count": 15,
"outputs": [
{
"data": {
"text/plain": "(398, 9)"
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "### How many (rows, columns) does my data set have?"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "data.shape",
"execution_count": 4,
"outputs": [
{
"data": {
"text/plain": "(398, 9)"
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "### Sneak peek at my data (first 5 rows):"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "data.head()",
"execution_count": 5,
"outputs": [
{
"data": {
"text/html": "<div>\n<style scoped>\n .dataframe tbody tr th:only-of-type {\n vertical-align: middle;\n }\n\n .dataframe tbody tr th {\n vertical-align: top;\n }\n\n .dataframe thead th {\n text-align: right;\n }\n</style>\n<table border=\"1\" class=\"dataframe\">\n <thead>\n <tr style=\"text-align: right;\">\n <th></th>\n <th>mpg</th>\n <th>cylinders</th>\n <th>displacement</th>\n <th>horsepower</th>\n <th>weight</th>\n <th>acceleration</th>\n <th>model_year</th>\n <th>origin</th>\n <th>name</th>\n </tr>\n </thead>\n <tbody>\n <tr>\n <th>0</th>\n <td>18.0</td>\n <td>8</td>\n <td>307.0</td>\n <td>130.0</td>\n <td>3504</td>\n <td>12.0</td>\n <td>70</td>\n <td>usa</td>\n <td>chevrolet chevelle malibu</td>\n </tr>\n <tr>\n <th>1</th>\n <td>15.0</td>\n <td>8</td>\n <td>350.0</td>\n <td>165.0</td>\n <td>3693</td>\n <td>11.5</td>\n <td>70</td>\n <td>usa</td>\n <td>buick skylark 320</td>\n </tr>\n <tr>\n <th>2</th>\n <td>18.0</td>\n <td>8</td>\n <td>318.0</td>\n <td>150.0</td>\n <td>3436</td>\n <td>11.0</td>\n <td>70</td>\n <td>usa</td>\n <td>plymouth satellite</td>\n </tr>\n <tr>\n <th>3</th>\n <td>16.0</td>\n <td>8</td>\n <td>304.0</td>\n <td>150.0</td>\n <td>3433</td>\n <td>12.0</td>\n <td>70</td>\n <td>usa</td>\n <td>amc rebel sst</td>\n </tr>\n <tr>\n <th>4</th>\n <td>17.0</td>\n <td>8</td>\n <td>302.0</td>\n <td>140.0</td>\n <td>3449</td>\n <td>10.5</td>\n <td>70</td>\n <td>usa</td>\n <td>ford torino</td>\n </tr>\n </tbody>\n</table>\n</div>",
"text/plain": " mpg cylinders displacement horsepower weight acceleration \\\n0 18.0 8 307.0 130.0 3504 12.0 \n1 15.0 8 350.0 165.0 3693 11.5 \n2 18.0 8 318.0 150.0 3436 11.0 \n3 16.0 8 304.0 150.0 3433 12.0 \n4 17.0 8 302.0 140.0 3449 10.5 \n\n model_year origin name \n0 70 usa chevrolet chevelle malibu \n1 70 usa buick skylark 320 \n2 70 usa plymouth satellite \n3 70 usa amc rebel sst \n4 70 usa ford torino "
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "### Quick summary statics:"
},
{
"metadata": {},
"cell_type": "markdown",
"source": "Imagine how long or how much effort it would take to duplicate this in Excel or Tableau."
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "data.describe()",
"execution_count": 6,
"outputs": [
{
"data": {
"text/html": "<div>\n<style scoped>\n .dataframe tbody tr th:only-of-type {\n vertical-align: middle;\n }\n\n .dataframe tbody tr th {\n vertical-align: top;\n }\n\n .dataframe thead th {\n text-align: right;\n }\n</style>\n<table border=\"1\" class=\"dataframe\">\n <thead>\n <tr style=\"text-align: right;\">\n <th></th>\n <th>mpg</th>\n <th>cylinders</th>\n <th>displacement</th>\n <th>horsepower</th>\n <th>weight</th>\n <th>acceleration</th>\n <th>model_year</th>\n </tr>\n </thead>\n <tbody>\n <tr>\n <th>count</th>\n <td>398.000000</td>\n <td>398.000000</td>\n <td>398.000000</td>\n <td>392.000000</td>\n <td>398.000000</td>\n <td>398.000000</td>\n <td>398.000000</td>\n </tr>\n <tr>\n <th>mean</th>\n <td>23.514573</td>\n <td>5.454774</td>\n <td>193.425879</td>\n <td>104.469388</td>\n <td>2970.424623</td>\n <td>15.568090</td>\n <td>76.010050</td>\n </tr>\n <tr>\n <th>std</th>\n <td>7.815984</td>\n <td>1.701004</td>\n <td>104.269838</td>\n <td>38.491160</td>\n <td>846.841774</td>\n <td>2.757689</td>\n <td>3.697627</td>\n </tr>\n <tr>\n <th>min</th>\n <td>9.000000</td>\n <td>3.000000</td>\n <td>68.000000</td>\n <td>46.000000</td>\n <td>1613.000000</td>\n <td>8.000000</td>\n <td>70.000000</td>\n </tr>\n <tr>\n <th>25%</th>\n <td>17.500000</td>\n <td>4.000000</td>\n <td>104.250000</td>\n <td>75.000000</td>\n <td>2223.750000</td>\n <td>13.825000</td>\n <td>73.000000</td>\n </tr>\n <tr>\n <th>50%</th>\n <td>23.000000</td>\n <td>4.000000</td>\n <td>148.500000</td>\n <td>93.500000</td>\n <td>2803.500000</td>\n <td>15.500000</td>\n <td>76.000000</td>\n </tr>\n <tr>\n <th>75%</th>\n <td>29.000000</td>\n <td>8.000000</td>\n <td>262.000000</td>\n <td>126.000000</td>\n <td>3608.000000</td>\n <td>17.175000</td>\n <td>79.000000</td>\n </tr>\n <tr>\n <th>max</th>\n <td>46.600000</td>\n <td>8.000000</td>\n <td>455.000000</td>\n <td>230.000000</td>\n <td>5140.000000</td>\n <td>24.800000</td>\n <td>82.000000</td>\n </tr>\n </tbody>\n</table>\n</div>",
"text/plain": " mpg cylinders displacement horsepower weight \\\ncount 398.000000 398.000000 398.000000 392.000000 398.000000 \nmean 23.514573 5.454774 193.425879 104.469388 2970.424623 \nstd 7.815984 1.701004 104.269838 38.491160 846.841774 \nmin 9.000000 3.000000 68.000000 46.000000 1613.000000 \n25% 17.500000 4.000000 104.250000 75.000000 2223.750000 \n50% 23.000000 4.000000 148.500000 93.500000 2803.500000 \n75% 29.000000 8.000000 262.000000 126.000000 3608.000000 \nmax 46.600000 8.000000 455.000000 230.000000 5140.000000 \n\n acceleration model_year \ncount 398.000000 398.000000 \nmean 15.568090 76.010050 \nstd 2.757689 3.697627 \nmin 8.000000 70.000000 \n25% 13.825000 73.000000 \n50% 15.500000 76.000000 \n75% 17.175000 79.000000 \nmax 24.800000 82.000000 "
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "### Perform pivot table-like aggregations:"
},
{
"metadata": {},
"cell_type": "markdown",
"source": "**Method 1)** Using a combination of groupby() and agg() function:"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "data.groupby('model_year').agg({'mpg': 'mean'})",
"execution_count": 7,
"outputs": [
{
"data": {
"text/html": "<div>\n<style scoped>\n .dataframe tbody tr th:only-of-type {\n vertical-align: middle;\n }\n\n .dataframe tbody tr th {\n vertical-align: top;\n }\n\n .dataframe thead th {\n text-align: right;\n }\n</style>\n<table border=\"1\" class=\"dataframe\">\n <thead>\n <tr style=\"text-align: right;\">\n <th></th>\n <th>mpg</th>\n </tr>\n <tr>\n <th>model_year</th>\n <th></th>\n </tr>\n </thead>\n <tbody>\n <tr>\n <th>70</th>\n <td>17.689655</td>\n </tr>\n <tr>\n <th>71</th>\n <td>21.250000</td>\n </tr>\n <tr>\n <th>72</th>\n <td>18.714286</td>\n </tr>\n <tr>\n <th>73</th>\n <td>17.100000</td>\n </tr>\n <tr>\n <th>74</th>\n <td>22.703704</td>\n </tr>\n <tr>\n <th>75</th>\n <td>20.266667</td>\n </tr>\n <tr>\n <th>76</th>\n <td>21.573529</td>\n </tr>\n <tr>\n <th>77</th>\n <td>23.375000</td>\n </tr>\n <tr>\n <th>78</th>\n <td>24.061111</td>\n </tr>\n <tr>\n <th>79</th>\n <td>25.093103</td>\n </tr>\n <tr>\n <th>80</th>\n <td>33.696552</td>\n </tr>\n <tr>\n <th>81</th>\n <td>30.334483</td>\n </tr>\n <tr>\n <th>82</th>\n <td>31.709677</td>\n </tr>\n </tbody>\n</table>\n</div>",
"text/plain": " mpg\nmodel_year \n70 17.689655\n71 21.250000\n72 18.714286\n73 17.100000\n74 22.703704\n75 20.266667\n76 21.573529\n77 23.375000\n78 24.061111\n79 25.093103\n80 33.696552\n81 30.334483\n82 31.709677"
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "#### We can then immediately plot our aggregation by just adding ```.plot()```:"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "data.groupby('model_year').agg({'mpg': 'mean'}).plot()",
"execution_count": 26,
"outputs": [
{
"data": {
"text/plain": "<matplotlib.axes._subplots.AxesSubplot at 0x12e2b530>"
},
"execution_count": 26,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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3dDqUOsESgDHGJxQWFbPYyj94lCUAY4xPWJN2lOO5Vv7BkywBGGN8QmJKOiKQ0NnKP3iKJQBjjE9ITMmgT1QTK//gQZYAjDFe71juqfIP1v3jSZYAjDFeb8n2TIqK1YZ/epglAGOM1/tf+YemTodSp1gCMMZ4vaSUDAZ3jKBekB2yPMn+NY0xXm13Zg6pmTnW/VMDLAEYY7xa4jbXFLHDu9gFYE+zBGCM8WpJKRm0aRJKRyv/4HGWAIwxXquwqJgftmUwPDbSyj/UAEsAxhivtXbvUY7lFjK8i/X/1wRLAMYYr5W4NcNV/qGTJYCaYAnAGOO1kral0zuqCU0bWvmHmmAJwBjjlY7nFrBqd5YN/6xBlgCMMV7pf+UfbPhnTQkqbwURiQbeBFoBxcB0VX1eROYAXd2rhQNZqhpXyvapwHGgCChU1XgPxW6MqcOStmXQoF4g/a38Q40pNwEAhcC9qrpKRBoBK0Vkgapec2oFEfkHcPQs+xipqhnVjNUY40cSrfxDjSv3X1ZV96vqKvfz48AmIOrU++IanDseeKemgjTG+Jc9h3PYmZFt/f81rFKpVURigH7AshKLhwMHVTWljM0U+EpEVorIlLPse4qIJItIcnp6emXCMsbUMUnbXB0GlgBqVoUTgIiEAXOBqap6rMRb13H2b/8JqtofuAi4Q0RGlLaSqk5X1XhVjY+MtIs+xvizxJR0WjcJpVNkmNOh1GkVSgAiEozr4D9bVeeVWB4EXAHMKWtbVd3n/nkI+BAYWJ2AjTF1W1GxkpSSwfDY5lb+oYaVmwDcffwzgE2q+swZb58PbFbVtDK2bei+cIyINAQuANZXL2RjTF22Ni3LVf7Bhn/WuIqcASQAE4FRIrLa/Rjrfu9azuj+EZE2IvK5+2VLIElE1gDLgc9U9QsPxW6MqYOSUtzlHzpb/39NK3cYqKomAaWeh6nqzaUs2weMdT/fAfStXojGGH+SmJJBrzZNaGblH2qcDbA1xniNE3mFrNp9xEb/1BJLAMYYr7F0eyaFxcowSwC1whKAMcZrJKakUz84kHPaW/mH2mAJwBjjNVzlH5oREhTodCh+wRKAMcYrpB3JYUdGNsNs+GetsQRgjPEKSSmu8g8jrP+/1lgCMMZ4hcSUDFo1DqVzCyv/UFssARhjHFdUrCRts/IPtc0SgDHGcev3HuXoyQIb/lnLLAEYYxyXmOIqAT/Myj/UKksAxhjHLUrJoFdUYyLCQpwOxa9YAjDGOOpEXiE/7j7CsM42/LO2WQIwxjhq2Y5MCorUhn86wBKAMcZRiSkZhAYHcE6MlX+obZYAjDGOSkxJZ3DHCCv/4ABLAMYYx+zNOsn29Gwb/eMQSwDGGMckuYd/juhiF4CdYAnAGOOYxJQMWjYOIdbKPzjCEoAxxhGnyj8M6xxp5R8cYgnAGOOIDfuOkpVTwIgu1v/vFEsAxhhHJLrLPyfYBWDHlJsARCRaRL4TkU0iskFE7nYvnyYie0Vktfsxtoztx4jIFhHZJiIPeroBxhjflJiSTs82jWlu5R8cE1SBdQqBe1V1lYg0AlaKyAL3e8+q6tNlbSgigcC/gF8AacAKEZmvqhurG7gxxjelH89j9rJdJKce4ZbhHZwOx6+VmwBUdT+w3/38uIhsAqIquP+BwDZV3QEgIu8C4wBLAMb4mc0HjjEjcScfr95HflExI7tGckuCJQAnVeQM4DQRiQH6AcuABOBOEbkRSMZ1lnDkjE2igD0lXqcBg8rY9xRgCkC7du0qE5YxxksVFysLtx5iRtJOftiWSf3gQMYPaMukhA50irShn06rcAIQkTBgLjBVVY+JyH+APwPq/vkPYPKZm5WyKy1t/6o6HZgOEB8fX+o6xhjfkJNfyNyVabz+Qyo7MrJp1TiUB8Z047qB0YQ3qOd0eMatQglARIJxHfxnq+o8AFU9WOL9V4BPS9k0DYgu8botsK/K0RpjvNq+rJO8sSSVd5bt5lhuIX3bNuH5a+MY27s1wYE26NDblJsAxHWHxgxgk6o+U2J5a/f1AYDLgfWlbL4CiBWRDsBe4Frg+mpHbYzxKqv3ZDEjaSefr9uPqjKmVysmJ3TgnPZN7SYvL1aRM4AEYCKwTkRWu5f9AbhOROJwdemkArcBiEgb4FVVHauqhSJyJ/AlEAi8pqobPNwGY4wDCouK+XLDQV77YScrdx2hUUgQk4bGcNPQGKKbNXA6PFMBoup93e3x8fGanJzsdBjGmFIcyy1gzvI9zFycyt6sk7Rr1oBJCTFcHR9NWEilxpUYDxKRlaoaX5lt7LdljKmQXZnZvP5DKu8n7yE7v4hBHZrxx0t7cH73lgQGWDePL7IEYIwpk6qybOdhZiTt5OtNBwkKEC7t04bJwzrQK6qJ0+GZarIEYIz5mfzCYj5du48ZSTvZsO8YTRsEc8d5nZk4pD0tG4c6HZ7xEEsAxpjTDmfnM3vpLt5cuov043nEtgjjr1f05vJ+UYQG25SNdY0lAGP8XHZeIUnbMliw8SCfrNlHXmExI7pE8vTVHRgR29yGcdZhlgCM8UOpGdl8u/kQ3205xLIdh8kvKiYsJIgr+rdlckIMsS0bOR2iqQWWAIzxA/mFxaxIPew66G8+xI6MbAA6RTbkpqHtGdmtBQNimtndun7GEoAxddSh47ks3JzOt5sPkbQtgxN5hdQLDGBwpwhuHNKeUd1a0i7CbtjyZ5YAjKkjiouVtXuPnv6Wv27vUQBaNQ7l0r5tGNWtBQmdI2hQz/7bGxf7SzDGhx09WUBiSjrfbU7n+62HyDiRT4BAv3ZNuf/Crozs2oLurRvZhVxTKksAxvgQVWXboRN8u/kQ324+xMpdRygsVprUD+bcLpGM6taCc7tE0rShlVw25bMEYIyXyy0oYsmOTL5zH/TTjpwEoFurRvxqREdGdWtBv+hwguwCrqkkSwDGeCFV5fN1B5i3Ko0ftmeQW1BMaHAACZ2a8+tzOzGyWwuiwus7HabxcZYAjPEyJ/OLeOTj9XywMo2o8PqMj49mZLcWDOkYYXfjGo+yBGCMF9mZkc3tb61k84Hj3DWqM3ef38UqbZoaYwnAGC/xxfr93P/+WgIDhdcnDWBk1xZOh2TqOEsAxjisoKiYv3+xmVcSd9K3bRP+dUN/2ja1G7RMzbMEYIyDDh7L5c63V7Ei9QgTB7fn/y7pTkiQ9fOb2mEJwBiHLNmeyW/fWUV2XhHPXxvHuLgop0MyfsYSgDG1rLhYeWnRdp7+cgsxzRvy9q8G08WqbxoHlJsARCQaeBNoBRQD01X1eRF5CrgUyAe2A5NUNauU7VOB40ARUFjZSYuN70g7ksPWg8cZ1a2l06F4raM5Bdz7/mq+3nSIi/u05m9X9rGJ1I1jKnLrYCFwr6p2BwYDd4hID2AB0EtV+wBbgYfOso+RqhpnB/+67fcfrGXyzGReTdzhdCheaf3eo1zyYiILt6Tz6KU9ePG6fnbwN44q969PVfcD+93Pj4vIJiBKVb8qsdpS4KqaCdH4gm2HjrN4eyYtGoXwl882ERocyITB7Z0OyyuoKu+u2MOj8zcQ0bAec24bwjntmzodljEVOgM4TURigH7AsjPemgz8t4zNFPhKRFaKyJTKBmh8w6wlu6gXGMD8O4cxulsL/u8j152s/u5kfhH3vb+Wh+atY1CHZnz622F28Ddeo8LnnyISBswFpqrqsRLLH8bVTTS7jE0TVHWfiLQAFojIZlVdVMr+pwBTANq1a1eJJhinncgrZO6qvVzcpzWtmoTyrxv6c+sbyfz+gzWEBgdwSZ82TofoiFN39W45eJy7Rsdy9+hYu6vXeJUKnQGISDCug/9sVZ1XYvlNwCXADaqqpW2rqvvcPw8BHwIDy1hvuqrGq2p8ZGRk5VphHPXhj3s5kVfIxCGuLp/Q4ECm33gO8e2bMfXd1SzYeNDhCGvfF+v3c9k/kzhwLJfXbx7A735hJR2M9yk3AYhrJokZwCZVfabE8jHAA8BlqppTxrYNRaTRqefABcB6TwRuvIOqMmtJKr2iGtMvOvz08gb1gphxczw9o5pwx+xVLNqa7lyQtaigqJjHP9vIr99aRcfIhnz622GcZyUdjJeqyBlAAjARGCUiq92PscCLQCNc3TqrReQlABFpIyKfu7dtCSSJyBpgOfCZqn7h+WYYpyzbeZitB09w4+CYn8061Sg0mDcnDaRzizCmzEpm6Y5Mh6KsHQeP5XL9K0t5JXEnEwe3571fD7GSDsarSRk9N46Kj4/X5ORkp8MwFXDH7FUkbctg6UOjqV+v9BIGmSfyuGb6UvZnneTNWwbVyYugi7dncNc7P5KdV8STV/a2u3pNrRORlZUdam9TCJkqO3gsly83HGB8fNsyD/4AEWEhvH3rICIbhXDz68tZ756svC4oLlb+vXAbE15dRuP6wXx8Z4Id/I3PsARgquztZbspUq3QeP8WjUOZ/avBNA4NZuKMZWw5cLwWIqxZR3MKmDIrmb9/sYWxvVsz/85hVtLB+BRLAKZKCoqKeWf5bs7tEkn7iIYV2iYqvD5v/2oQwYEB3PDqMnakn6jhKGvOqbt6v9+azrRLe/BPu6vX+CBLAKZKvtxwgEPH87hxSOXu9m0f0ZC3fzUIVeWGV5ex53CpA8i8lqryzvLdXPGfxRQWKXNuG8LNCR1+dgHcGF9gCcBUyZtLdhHdrD7ndqn8EMfOLRox65ZB5OQXcf2rS9l/9GQNROh5pd3V279d3bugbfyHJQBTaZsPHGP5zsNMGNS+yjc39WjTmDcnD+RIdgE3vLKM9ON5Ho7Sc1SVrzYcYOwLicz7MY27R8cyc9JAIsJCnA7NmGqxBGAqbdaSXYQEBTA+Prpa++kbHc7rkwaw/2guE15dxpHsfA9F6Dlr07K4dvpSpsxaSWCAMGvyIO6xu3pNHWEJwFTKsdwCPvxxL5f2bUPThvWqvb8BMc2YcVM8OzOzmfjaMo6eLPBAlNW3L+sk98xZzWUv/sC2Qyf4yy978cXdwxkW29zp0IzxGL9PAMdyveOA4yvmrUwjJ7+o0hd/z2Zo5+a8POEcthw4zqTXl5OdV+ixfVfW8dwC/v7FZkY+vZDP1u3nN+d1YuH95zFhcHuCAv3+v4upY/z6L3reqjT6PvYVbyxOdToUn6CqzFq6i77R4fRpG17+BpUwslsL/nldP9akHeWWN1aQW1Dk0f2Xp7ComLeW7mLk0wv598LtXNSrFd/ddx6/H9ONRqHBtRqLMbXFbxPAwWO5TJu/geDAAB6dv4GPV+91OiSvt3h7JtvTs7mxhiZ6GdOrNc+M78uynYe5bdZK8gprPgmoKt9uPsiY5xP5v4/W07F5GB/fkcBz1/YjKrx+jX++MU7yywSgqjz84XryCouZf2cCgzs249731vDd5kNOh+bV3lySSrOG9bi4T+sa+4xxcVH87Yo+fL81nd++/SMFRcU19lkb9x1jwoxlTJ6ZTFGx8vLEc5hz22D6Rnv27MYYb+WXCWD+mn18vekg913QlW6tGvPKjfF0a92I22evZEXqYafD80r7sk6yYONBxsdHExpcdt0fTxg/IJrHLuvJVxsP8rv31lBU7NmChQeP5XL/+2u4+J+JbNh3jEcv7cGXU0dwYc9WdkOX8St+d+96xok8ps3fQFx0OJOHdQBcZYtnThrI+JeWMHnmCt67bQjdWzd2OFLv8vay3Shww6Dama3tpqEx5BYU8df/biYkKIC/X9mHgGoOvczOK+TlRTt4ZdEOioqVW4d14M6RsTRpYH38xj/5XQJ49OMNZOcV8dRVfX4ylrt5WAizbh3EVf9ZzMQZy5l7+5AK17ip6/IKi3h3xW5Gd2tBdLPaq29/27mdOFlQxHNfpxAaHMCfx/Wq0jf0omLlg5V7+MdXWzl0PI+L+7TmgQu70S7CavUb/+ZXXUD/Xbefz9bt5+7zY4ktpWpjVHh9Zt0ykKLiYibMWMahY7kOROl9vlh/gIwT+UwcElPrn3336FhuO7cjby3dzeOfbaKy81ckpqRz8QuJPDB3HVFN6zP39qH86/r+dvA3Bj9KAEey83nk4/X0bNOYKSM6lrle5xaNmDlpIJkn8pk4YzlHc+w+gTeX7CImogHDO9f+TVAiwoNjunHTkCVppMgAABQISURBVPa8mrSTZxdsrdB2Ww8e5+bXlzNxxnKy8wt58fp+zLt9aJ2cjMaYqvKbLqA/fbqRrJwC3pzsKkd8Nn2jw3nlxngmvb6CyW+sYNYtA2lQz2/+qX5iw76jrNx1hP+7uHu1++CrSkR49NKe5BYU88K32wgJDuSOkZ1LXTf9eB7PLNjKnBW7aRgSxMNju3Pj0PaEBNXshWtjfJFfHNW+2XSQD3/cy12jY+nRpmIXdxM6N+eF6+L4zexV3P7WKl65MZ56QX5zwnTarCW7CA0O4Opzqlf3p7oCAoQnruhNbmERT325hfrBgacv4oOrUueMpB38Z+F28gqLuXFIDHePjvVIuQpj6qo6nwCOnizgDx+uo2vLRtxZxrfGsozp1ZonLu/Ng/PWce/7a3j+mjjHvgU74WhOAR+t3ssv46K8YqRMYIDwj6v7kldQzJ8+3UhocCDXDojmo9V7eerLLew/mssFPVry4EXd6BgZ5nS4xni9Op8AnvhsExkn8qv8Df7age3IOlnAk//dTHj9YP40rqffjBV/f+UecguKmejBuj/VFRQYwAvX9eO2Wck8/NE6XvthJ9sOnaB3VBOevSaOwR0jnA7RGJ9R7hFRRKJF5DsR2SQiG0TkbvfyZiKyQERS3D9LvbomIje510kRkZs83YCzWbQ1nTnJe5gyomO1atf8+txO3DaiI7OW7uLZr1M8GKH3Ki5W3lq6i3PaN6VnmyZOh/MT9YIC+M+EcxgeG8nJ/CKevaYvH9+RYAd/YyqpImcAhcC9qrpKRBoBK0VkAXAz8I2qPikiDwIPAg+U3FBEmgGPAvGAuredr6pHPNmI0pzIK+SheevoGNmQu0fHVnt/D17UjaycAl74JoWmDYKZlNCh/I18WOK2DFIzc7jnF12cDqVUocGBvDFpAIDfnJEZ42nlngGo6n5VXeV+fhzYBEQB44A33Ku9AfyylM0vBBao6mH3QX8BMMYTgZfnyf9uYt/Rkzx1VR+PlC4QER6/vBcX9mzJY59s5MMf0zwQpfeatSSV5mH1GNOrldOhlElE7OBvTDVUqlNcRGKAfsAyoKWq7gdXkgBKmxw2CthT4nWae1lp+54iIskikpyenl6ZsH5myfZM3lq6m8kJHTinfbNq7aukoMAAnr+2H0M7RXDf+2v5ZtNBj+3bm+w5nMM3mw9x7YB2NnzSmDqswglARMKAucBUVT1W0c1KWVbqrZyqOl1V41U1PjIysqJh/UxOfiEPzF1L+4gG3HdB1yrvpyyhwYFMvzGenm0a85vZq1i+s+4Vj5u9bDcCXF9LdX+MMc6oUAIQkWBcB//ZqjrPvfigiLR2v98aKK2WchpQcgB5W2Bf1cMt39NfbmX34Rz+dmUf6termW+vYSFBzJw0kKim9bll5go27DtaI5/jhNyCIuas2M0verSkjdXDN6ZOq8goIAFmAJtU9ZkSb80HTo3quQn4uJTNvwQuEJGm7lFCF7iX1YiVuw7z+uKdTBzcvsZHhDRrWI+3bhlEo9AgbnptOTszsmv082rLZ2v3cySngBsdqPtjjKldFTkDSAAmAqNEZLX7MRZ4EviFiKQAv3C/RkTiReRVAFU9DPwZWOF+/Mm9zONyC4q4/4O1tGlSnwcu6lYTH/EzbcLr8+YtgyhWmDhjGQeO+n7xuDeX7qJTZEOGdrIhlcbUdRUZBZSkqqKqfVQ1zv34XFUzVXW0qsa6fx52r5+sqreW2P41Ve3sfrxeUw157usUdqRn8+SVvQkLqb372zq3CGPmpAEcyc7nxteWkZWTX2uf7Wlr07JYsyeLiYPb2+gaY/xAnShus2ZPFtMXbeea+GiGx1b9AnJV9WnrKh6XmpHDpJkryMkvrPUYPOHNJbtoUC+QK85p63Qoxpha4PMJIK+wiN9/sJYWjUJ5+JLujsUxtHNzXriuH2v2ZHHbrJXkF9bcXLY14Uh2Pp+s2cfl/aJoHOp83R9jTM3z+QTwr++2s+XgcZ64opfjB64xvVrx5BV9SEzJ4J73Vnt8Ltua9F7yntNVNI0x/sGni8Ft2HeUf3+3jSv6RTGqW0unwwFcE5pnncznic8306R+MI//smrTGNamomLlrWW7GNihGV1b/XymNGNM3eSzCaCgqJjff7CW8Ab1+OOlPZwO5yemjOjE4ewCXvp+O80a1OO+Cz1/Q5onfb/1EHsOn+SBMbUzesoY4x18NgG8/P12Nuw7xksT+hPewPsm/XhgTFeycvJ58btthDcI5tbhZU9D6bQ3l+yiRaMQLuzpvXV/jDGe55MJYOvB47zwzTYu7tOaMb1aOx1OqVzF43pz9GQBf/lsE00b1ONKLxxdsyszm++3pnPXqNhyp8o0xtQtPvc/vqhYuf+DtYSFBvHYZT2dDuesAgOE566NI6FzBL+fu5YFG72veNxbS3cRKGJ1f4zxQz6XAGYk7WDNniymXdaT5mEhTodTrpCgQF6eGE+vNo254+1VLN2R6XRIp53ML+K95DQu7NmKlo1DnQ7HGFPLfCoB7Eg/wT++2soverTk0j7e2fVTmrCQIF6fNJB2zRpwy8wVfPTjXlSdHyI6f81ejp4s8KopH40xtcdnEkBxsfLA3LWEBAX4xNDKM50qHtetdWOmzlnNnW//yJFs58pGqCpvLtlFl5ZhDOrguTkTjDG+w2cSwJtLUlmReoQ/XtqTFj7aXdGqSSjv3TaE+y/sylcbD3DBc4v4bnNpVbRr3qrdWWzYd4yJQ2J8LpkaYzzDJxLA7swc/vbFFs7rGsmV/UudUMxnBAYId4zszEd3JNCsQT0mzVzBQ/PWkZ1Xu/WDZi1JJSwkiMv7+fa/pzGm6rw+Aai6un4CA4QnLu9dZ76t9mzThI/vTOC2ER15d8VuLno+keTU2pldLONEHp+vO8CV/aNqtXKqMca7eH0CeGf5HpbsyOQPY7vXuRmqQoMDeWhsd+ZMGUKxKuNfXsLfvthMXmFRjX7unBV7yC8qtou/xvg5r04Ae7NO8sTnm0joHMF1A6PL38BHDezQjC+mjmB8fDT/WbidcS/+wKb9FZ12uXIKi4qZvXQXQztF0LmF1f0xxp95bQJQVf4wbx1FxcqTV/SpM10/ZQkLCeLJK/vw6o3xZJzIY9yLP/DS99s9XlH0m82H2Hc0lxvt278xfs9rE8AHK9P4fms6D4zpSnSzBk6HU2vO79GSL6eOYFS3Fjz5381c8/ISdmfmeGz/s5bsonWTUM7v7h3VU40xzvHKBFBQpPz5040MiGnql/XpI8JC+M+E/jwzvi9bDhxnzPOLeGf57mrfPLY9/QRJ2zK4fmA7gqzujzF+zyuPAvuyTpJXWMzfr+pLQEDd7vopi4hwRf+2fHHPCOKiw3lo3jomz1zBoWNVn3h+1pJdBAcK1w60uj/GGC9NAMdyC7jvgq50aN7Q6VAcFxVen7duGcSjl/Zg8fZMLnxuEZ+v21/p/WTnFTJ3ZRoX9WpNZCPvr6FkjKl55SYAEXlNRA6JyPoSy+aIyGr3I1VEVpexbaqIrHOvl1zRoOoHBzJ5WIeKrl7nBQQIkxI68Nldw4hu1oDfzF7F1Hd/5GhOQYX38dHqvRzPK7SLv8aY0ypyBjATGFNygapeo6pxqhoHzAXmnWX7ke514ysaVNumDQj0066fs+ncohFzbx/K1PNj+WTtfi58bhFJKRnlbqeqzFqyi+6tG3NO+6a1EKkxxheUmwBUdRFQ6i2q4hqbOR54x5NBhQZ7Zc+UVwgODGDq+V2Yd/tQGoQEMmHGMqbN38DJ/LJvHluReoTNB45z45D2dX44rTGm4qp7pB0OHFTVlDLeV+ArEVkpIlPOtiMRmSIiySKSnJ6eXs2w6r6+0eF8ftdwbh4aw8zFqVz8QiKr92SVuu6bS1JpFBrEuLg2tRukMcarVTcBXMfZv/0nqGp/4CLgDhEZUdaKqjpdVeNVNT4yMrKaYfmH0OBApl3Wk9m3DuJkQRFX/mcxzyzYSkFR8el1Dh3L5Yv1B7j6nGga1LO6P8aY/6lyAhCRIOAKYE5Z66jqPvfPQ8CHwMCqfp4pW0Ln5nwxdQTj+rbhhW9SuPzfP5By8DjgqqVUWKxW98cY8zPVOQM4H9isqmmlvSkiDUWk0annwAXA+tLWNdXXpH4wz1wTx39u6M/eIye5+J9JvJq4g7eX72J4bHMbUmuM+ZmKDAN9B1gCdBWRNBG5xf3WtZzR/SMibUTkc/fLlkCSiKwBlgOfqeoXngvdlOai3q358p4RDO/cnL98tomDx/L88m5qY0z5xBvmpj1TfHy8JidX+LYBUwpV5f3kNFanZfHncb1sWK0xdZyIrKzMcHsAuypYR4kI4wdEM35A3S2jbYypHhtwb4wxfsoSgDHG+ClLAMYY46csARhjjJ+yBGCMMX7KEoAxxvgpSwDGGOOnLAEYY4yf8so7gUXkOLDF6ThqSHOg/FlcfJe1z7dZ+3xXV1VtVJkNvPVO4C2VvaXZV4hIcl1tG1j7fJ21z3dVZtrdU6wLyBhj/JQlAGOM8VPemgCmOx1ADarLbQNrn6+z9vmuSrfNKy8CG2OMqXneegZgjDGmhlkCMMYYP+VoAhCRriKyusTjmIhMFZFmIrJARFLcP5s6GWdVnaV9T4nIZhFZKyIfiki407FWRVntK/H+fSKiItLcyTir4mxtE5HfisgWEdkgIn93OtaqOMvfZpyILHUvSxaRgU7HWlUico/7d7ReRN4RkVAR6SAiy9zHljkiUs/pOKuqjPbNdv9trheR10Qk+Kw7UVWveACBwAGgPfB34EH38geBvzkdn4fbdwEQ5F7+t7rWPvfraOBLYBfQ3On4PPi7Gwl8DYS432vhdHwebt9XwEXu5WOBhU7HV8U2RQE7gfru1+8BN7t/Xute9hJwu9Oxerh9YwFxP94pr33e1AU0GtiuqruAccAb7uVvAL90LCrPOd0+Vf1KVQvdy5cCbR2My1NK/v4AngV+D9SFUQYl23Y78KSq5gGo6iFHI/OMku1ToLF7eRNgn2NRVV8QUF9EgoAGwH5gFPCB+31fP7ac2b59qvq5ugHLKefY4k0J4FpcGQugparuB3D/bOFYVJ5Tsn0lTQb+W8ux1ITT7RORy4C9qrrG2ZA8puTvrgsw3N2N8L2IDHAwLk8p2b6pwFMisgd4GnjIsaiqQVX34op/N64D/1FgJZBV4stXGq5v0j6ntPap6len3nd3/UwEvjjbfrwiAbj74S4D3nc6lppQVvtE5GGgEJjtRFyeUrJ9ItIAeBj4o7NReUYpv7sgoCkwGLgfeE9ExKHwqq2U9t0O3KOq0cA9wAynYqsO93XDcUAHoA3QELiolFV98gy1tPaJyIQSq/wbWKSqiWfbj1ckAFy/mFWqetD9+qCItAZw//T10+wz24eI3ARcAtzgPl3zZSXb1wnXH+UaEUnFdQq6SkRaORhfdZz5u0sD5rnPspcDxbgKjPmqM9t3EzDP/fx9wFcvAp8P7FTVdFUtwNWmoUC4u8sEXH+bvtrFVVb7EJFHgUjgd+XtxFsSwHX8tHtkPq4/RNw/P671iDzrJ+0TkTHAA8BlqprjWFSec7p9qrpOVVuoaoyqxuA6YPZX1QNOBlgNZ/5tfoSrHxkR6QLUw7erS57Zvn3Aue7no4CUWo/IM3YDg0WkgfsMbTSwEfgOuMq9ji8fW0pr3yYRuRW4ELhOVYvL24njdwK7uwz2AB1V9ah7WQSuq9rtcDX0alU97FyUVVdG+7YBIUCme7Wlqvprh0KsltLad8b7qUC8qvrcQbKM31094DUgDsgH7lPVb52LsurKaN8w4HlcXV25wG9UdaVzUVadiDwGXIOrm/VH4FZcff7vAs3cyyacuqDva8poXzaukXfH3avNU9U/lbkPpxOAMcYYZ3hLF5AxxphaZgnAGGP8lCUAY4zxU5YAjDHGT1kCMMYYP2UJwBhj/JQlAGPcRCS1vNLVFVnHGF9hCcAYLycigU7HYOomSwDGp4lIjHtynVfdk2DMFpHzReQH96QfA8U1wdBH7gl4lopIH/e2ESLylYj8KCIv46qhfmq/E0RkuXtilJcrchAWkT+LyN0lXj8uIne5n98vIivcMTxWYp2PRGSle2KPKSWWnxCRP4nIMmCIZ/61jPkpSwCmLuiMq3xBH6AbcD0wDLgP+APwGPCjqvZxv37Tvd2jQJKq9sNVf6odgIh0x3WLfYKqxgFFwA0ViGMG7hpWIhKAq8zybBG5AIjFVVgtDjhHREa4t5msqucA8cBd7jIo4KpeuV5VB6lqUuX/SYwpX1D5qxjj9Xaq6joAEdkAfKOqKiLrgBhcM11dCaCq37q/+TcBRgBXuJd/JiJH3PsbDZwDrHBXeq5PBSrSqmqqiGSKSD+gJa6kk+lOABfgqtcCEIYrISzCddC/3L082r08E1fSmVvVfxBjKsISgKkLShbzKi7xuhjX33jhz7b4Xx340ophCfCGqlZlMpRXcU3N1wpX0bhT+/urqr78kw8ROQ9XWd8hqpojIguBUPfbuapaVIXPN6bCrAvI+INFuLtw3AfdDFU9dsbyi3BN9ALwDXCViLRwv9dMRNpX8LM+BMYAA3DNiYz752QRCXPvL8q97ybAEffBvxuuSWaMqTV2BmD8wTTgdRFZC+Twv7kmHgPeEZFVwPe4So+jqhtF5P+Ar9x9+QXAHbjK7J6VquaLyHe4ph4sci/7yn1dYYm7S+kEMAHXdH2/dse1Bdf80MbUGisHbYwHuRPGKlxzWPjqZCrGT1gXkDEeIiI9gG24LkLbwd94PTsDMKaS3EM1vynlrdGqmlnKcmO8kiUAY4zxU9YFZIwxfsoSgDHG+ClLAMYY46csARhjjJ/6f/z9lH7+KKT/AAAAAElFTkSuQmCC\n",
"text/plain": "<Figure size 432x288 with 1 Axes>"
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "**Method 2)** Using pivot_table() function for those familiar with Excel's pivot table concept:"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "data.pivot_table(index='model_year', values='mpg', aggfunc='mean')",
"execution_count": 20,
"outputs": [
{
"data": {
"text/html": "<div>\n<style scoped>\n .dataframe tbody tr th:only-of-type {\n vertical-align: middle;\n }\n\n .dataframe tbody tr th {\n vertical-align: top;\n }\n\n .dataframe thead th {\n text-align: right;\n }\n</style>\n<table border=\"1\" class=\"dataframe\">\n <thead>\n <tr style=\"text-align: right;\">\n <th></th>\n <th>mpg</th>\n </tr>\n <tr>\n <th>model_year</th>\n <th></th>\n </tr>\n </thead>\n <tbody>\n <tr>\n <th>70</th>\n <td>17.689655</td>\n </tr>\n <tr>\n <th>71</th>\n <td>21.250000</td>\n </tr>\n <tr>\n <th>72</th>\n <td>18.714286</td>\n </tr>\n <tr>\n <th>73</th>\n <td>17.100000</td>\n </tr>\n <tr>\n <th>74</th>\n <td>22.703704</td>\n </tr>\n <tr>\n <th>75</th>\n <td>20.266667</td>\n </tr>\n <tr>\n <th>76</th>\n <td>21.573529</td>\n </tr>\n <tr>\n <th>77</th>\n <td>23.375000</td>\n </tr>\n <tr>\n <th>78</th>\n <td>24.061111</td>\n </tr>\n <tr>\n <th>79</th>\n <td>25.093103</td>\n </tr>\n <tr>\n <th>80</th>\n <td>33.696552</td>\n </tr>\n <tr>\n <th>81</th>\n <td>30.334483</td>\n </tr>\n <tr>\n <th>82</th>\n <td>31.709677</td>\n </tr>\n </tbody>\n</table>\n</div>",
"text/plain": " mpg\nmodel_year \n70 17.689655\n71 21.250000\n72 18.714286\n73 17.100000\n74 22.703704\n75 20.266667\n76 21.573529\n77 23.375000\n78 24.061111\n79 25.093103\n80 33.696552\n81 30.334483\n82 31.709677"
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "### For more comprehensive data profiling:"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "import pandas_profiling",
"execution_count": 8,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "data.profile_report()",
"execution_count": 17,
"outputs": [
{
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display: block;\n}\n\n/* Table example_values */\ntable.example_values {\n border: 0;\n}\n\n.example_values th {\n border: 0;\n padding: 0;\n color: #555;\n font-weight: 600;\n}\n\n.example_values tr, .example_values td {\n border: 0;\n padding: 0;\n color: #555;\n}\n\n/* STATS */\ntable.stats {\n border: 0;\n}\n\n.stats th {\n border: 0;\n padding: 0 2em 0 0;\n color: #555;\n font-weight: 600;\n}\n\n.stats tr {\n border: 0;\n}\n\n.stats td {\n color: #555;\n padding: 1px;\n border: 0;\n}\n\n\n/* Sample table */\ntable.sample {\n border: 0;\n margin-bottom: 2em;\n margin-left: 1em;\n}\n\n.sample tr {\n border: 0;\n}\n\n.sample td, .sample th {\n padding: 0.5em;\n white-space: nowrap;\n border: none;\n\n}\n\n.sample thead {\n border-top: 0;\n border-bottom: 2px solid #ddd;\n}\n\n.sample td {\n width: 100%;\n}\n\n\n/* There is no good solution available to make the divs equal height and then center ... */\n.histogram {\n margin-top: 3em;\n}\n\n/* Freq table */\ntable.freq {\n margin-bottom: 2em;\n border: 0;\n}\n\ntable.freq th, table.freq tr, table.freq td {\n border: 0;\n padding: 0;\n}\n\n.freq thead {\n font-weight: 600;\n white-space: nowrap;\n overflow: hidden;\n text-overflow: ellipsis;\n\n}\n\ntd.fillremaining {\n width: auto;\n max-width: none;\n\n white-space: nowrap;\n overflow: hidden;\n text-overflow: ellipsis;\n}\n\ntd.number, th.number {\n text-align: right;\n}\n\n/* Freq mini */\n.freq.mini td {\n width: 50%;\n padding: 1px;\n font-size: 12px;\n\n}\n\ntable.freq.mini {\n width: 100%;\n}\n\n.freq.mini th {\n overflow: hidden;\n text-overflow: ellipsis;\n white-space: nowrap;\n max-width: 5em;\n font-weight: 400;\n text-align: right;\n padding-right: 0.5em;\n}\n\n/* Message classes */\n.missing {\n color: #a94442;\n}\n\n.alert, .alert &gt; th, .alert &gt; td {\n color: #a94442;\n}\n\n.ignore {\n opacity: 0.4;\n}\n\n/* Bars in tables */\n.freq.table{\n table-layout: fixed;\n}\n\n.freq td.number{\n width: 100px;\n}\n.freq td.bartd, .frequency-percentage{\n width:200px;\n}\n\n.freq .bar {\n float: left;\n width: 0;\n height: 100%;\n line-height: 20px;\n color: #fff;\n text-align: center;\n background-color: #337ab7;\n border-radius: 3px;\n margin-right: 4px;\n}\n\n.other .bar {\n background-color: #999;\n}\n\n.missing .bar {\n background-color: #a94442;\n}\n\n.tooltip-inner {\n width: 100%;\n white-space: nowrap;\n text-align: left;\n}\n\n.extrapadding {\n padding: 2em;\n}\n\n.variable .h4 {\n text-overflow: ellipsis;\n display:inline-block;\n width: calc(90%); /* The trick is here! */\n overflow:hidden;\n}\n\n.variable.ignore .h4{\n text-decoration: line-through;\n}\n\n.table-responsive{\n overflow:scroll;\n width: 100%;\n overflow-y: hidden;\n}\n.img-responsive{\n max-width: 99%;\n}\n.footer-text{\n padding:20px;\n}\n\ntable.list-warnings td{\n padding-right:10px;\n}\n\na.anchor-pos {\n display: block;\n position: relative;\n top: -70px;\n visibility: hidden;\n}\n\na.anchor-pos-variable{\n /*top: -70px;*/\n}\n\n#sample-container{\n overflow: auto;\n width: 100%;\n overflow-y: hidden;\n}\n\n#overview-content td, #overview-content th{\n border-top: 0;\n line-height: 1;\n}&lt;/style&gt;&lt;/head&gt;\n\n&lt;body&gt;\n&lt;a class=&quot;anchor-pos&quot; id=&quot;top&quot;&gt;&lt;/a&gt;\n&lt;nav class=&quot;navbar navbar-default navbar-fixed-top&quot;&gt;\n &lt;div class=&quot;container-fluid&quot;&gt;\n &lt;div class=&quot;navbar-header&quot;&gt;\n &lt;button type=&quot;button&quot; class=&quot;navbar-toggle collapsed&quot; data-toggle=&quot;collapse&quot; data-target=&quot;#navbar&quot;\n aria-expanded=&quot;false&quot; aria-controls=&quot;navbar&quot;&gt;\n &lt;span class=&quot;sr-only&quot;&gt;Toggle navigation&lt;/span&gt;\n &lt;span class=&quot;icon-bar&quot;&gt;&lt;/span&gt;\n &lt;span class=&quot;icon-bar&quot;&gt;&lt;/span&gt;\n &lt;span class=&quot;icon-bar&quot;&gt;&lt;/span&gt;\n &lt;/button&gt;\n\n &lt;a class=&quot;navbar-brand anchor&quot; href=&quot;#top&quot;&gt;Pandas Profiling Report&lt;/a&gt;\n &lt;/div&gt;\n &lt;div id=&quot;navbar&quot; class=&quot;navbar-collapse collapse&quot;&gt;\n &lt;ul class=&quot;nav navbar-nav navbar-right&quot;&gt;\n &lt;li&gt;&lt;a class=&quot;anchor&quot; href=&quot;#overview&quot;&gt;Overview&lt;/a&gt;&lt;/li&gt;\n &lt;li&gt;&lt;a class=&quot;anchor&quot; href=&quot;#variables&quot;&gt;Variables&lt;/a&gt;&lt;/li&gt;\n &lt;li&gt;&lt;a class=&quot;anchor&quot; href=&quot;#correlations&quot;&gt;Correlations&lt;/a&gt;&lt;/li&gt;\n &lt;li&gt;&lt;a class=&quot;anchor&quot; href=&quot;#missing&quot;&gt;Missing values&lt;/a&gt;&lt;/li&gt;\n &lt;li&gt;&lt;a class=&quot;anchor&quot; href=&quot;#sample&quot;&gt;Sample&lt;/a&gt;&lt;/li&gt;\n &lt;/ul&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n&lt;/nav&gt; &lt;div class=&quot;content&quot;&gt;\n &lt;div class=&quot;container&quot;&gt;\n &lt;div class=&quot;row header&quot;&gt;\n &lt;a class=&quot;anchor-pos&quot; id=&quot;overview&quot;&gt;&lt;/a&gt;\n &lt;h1 class=&quot;page-header&quot;&gt;Overview&lt;/h1&gt;\n &lt;/div&gt;\n &lt;div id=&quot;overview-content&quot; class=&quot;row variable&quot;&gt;\n &lt;div class=&quot;col-sm-5&quot;&gt;\n &lt;p class=&quot;h2&quot;&gt;Dataset info&lt;/p&gt;\n &lt;table class=&quot;table table-condensed stats&quot;&gt;\n &lt;tbody&gt;\n &lt;tr&gt;\n &lt;th&gt;Number of variables&lt;/th&gt;\n &lt;td&gt;9 &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Number of observations&lt;/th&gt;\n &lt;td&gt;398 &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Missing cells&lt;/th&gt;\n &lt;td&gt;6 (0.2%)&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Duplicate rows&lt;/th&gt;\n &lt;td&gt;0 (0.0%)&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Total size in memory&lt;/th&gt;\n &lt;td&gt;24.9 KiB &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Average record size in memory&lt;/th&gt;\n &lt;td&gt;64.1 B &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n &lt;/table&gt;\n &lt;/div&gt;\n &lt;div class=&quot;col-sm-6 col-sm-offset-1&quot;&gt;\n &lt;p class=&quot;h2&quot;&gt;Variables types&lt;/p&gt;\n &lt;table class=&quot;table table-condensed stats&quot;&gt;\n &lt;tbody&gt;\n &lt;tr&gt;\n &lt;th&gt;Numeric&lt;/th&gt;\n &lt;td&gt;5&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Categorical&lt;/th&gt;\n &lt;td&gt;2&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Boolean&lt;/th&gt;\n &lt;td&gt;0&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Date&lt;/th&gt;\n &lt;td&gt;0&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;URL&lt;/th&gt;\n &lt;td&gt;0&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Text (Unique)&lt;/th&gt;\n &lt;td&gt;0&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Rejected&lt;/th&gt;\n &lt;td&gt;2&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Unsupported&lt;/th&gt;\n &lt;td&gt;0&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n &lt;/table&gt;\n &lt;/div&gt;\n\n&lt;div class=&quot;col-sm-12&quot; style=&quot;padding-left: 1em;&quot;&gt;\n &lt;p class=&quot;h4&quot;&gt;Warnings&lt;/p&gt;\n &lt;table class=&quot;table table-condensed list-warnings&quot;&gt;\n &lt;tr&gt;\n &lt;td&gt;\n &lt;a class=&quot;anchor&quot; href=&quot;#pp_var_displacement&quot;&gt;&lt;code&gt;displacement&lt;/code&gt;&lt;/a&gt; is highly correlated with &lt;a href=&quot;#pp_var_cylinders&quot;&gt;&lt;code&gt;cylinders&lt;/code&gt;&lt;/a&gt; (ρ = 0.95072)\n &lt;/td&gt;\n &lt;td&gt;\n &lt;span class=&quot;label label-primary&quot;&gt;Rejected&lt;/span&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;td&gt;\n &lt;a class=&quot;anchor&quot; href=&quot;#pp_var_horsepower&quot;&gt;&lt;code&gt;horsepower&lt;/code&gt;&lt;/a&gt; has 6 (1.5%) missing values\n &lt;/td&gt;\n &lt;td&gt;\n &lt;span class=&quot;label label-default&quot;&gt;Missing&lt;/span&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;td&gt;\n &lt;a class=&quot;anchor&quot; href=&quot;#pp_var_name&quot;&gt;&lt;code&gt;name&lt;/code&gt;&lt;/a&gt; has a high cardinality: 305 distinct values\n &lt;/td&gt;\n &lt;td&gt;\n &lt;span class=&quot;label label-warning&quot;&gt;Warning&lt;/span&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;td&gt;\n &lt;a class=&quot;anchor&quot; href=&quot;#pp_var_weight&quot;&gt;&lt;code&gt;weight&lt;/code&gt;&lt;/a&gt; is highly correlated with &lt;a href=&quot;#pp_var_displacement&quot;&gt;&lt;code&gt;displacement&lt;/code&gt;&lt;/a&gt; (ρ = 0.93282)\n &lt;/td&gt;\n &lt;td&gt;\n &lt;span class=&quot;label label-primary&quot;&gt;Rejected&lt;/span&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n&lt;/div&gt;\n&lt;/div&gt;\n &lt;div class=&quot;row header&quot;&gt;\n &lt;a class=&quot;anchor-pos&quot; id=&quot;variables&quot;&gt;&lt;/a&gt;\n &lt;h1 class=&quot;page-header&quot;&gt;Variables&lt;/h1&gt;\n &lt;/div&gt;\n &lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_acceleration&quot;&gt;&lt;/a&gt;\n&lt;div class=&quot;row variable&quot;&gt;\n &lt;div class=&quot;col-sm-3&quot;&gt;\n &lt;p class=&quot;h4&quot; title=&quot;acceleration&quot;&gt;acceleration&lt;br/&gt;\n &lt;small&gt;Numeric&lt;/small&gt;\n &lt;/p&gt;\n &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;div class=&quot;row&quot;&gt;\n &lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;table class=&quot;stats&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Distinct count&lt;/th&gt;\n &lt;td&gt;95&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Unique (%)&lt;/th&gt;\n &lt;td&gt;23.9%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Missing (%)&lt;/th&gt;\n &lt;td&gt;0.0%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Missing (n)&lt;/th&gt;\n &lt;td&gt;0&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Infinite (%)&lt;/th&gt;\n &lt;td&gt;0.0%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Infinite (n)&lt;/th&gt;\n &lt;td&gt;0&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n\n &lt;/div&gt;\n &lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;table class=&quot;stats&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Mean&lt;/th&gt;\n &lt;td&gt;15.568&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Minimum&lt;/th&gt;\n &lt;td&gt;8&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Maximum&lt;/th&gt;\n &lt;td&gt;24.8&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Zeros (%)&lt;/th&gt;\n &lt;td&gt;0.0%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n&lt;/div&gt;\n&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minihistogram-1753843190&quot;&gt;\n &lt;img src=&quot;data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiIHN0YW5kYWxvbmU9Im5vIj8%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%2BDQogICA8cGF0aCBkPSJNIDAgMTA4IA0KTCAxNDQgMTA4IA0KTCAxNDQgMCANCkwgMCAwIA0Keg0KIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPg0KICA8L2c%2BDQogIDxnIGlkPSJheGVzXzEiPg0KICAgPGcgaWQ9InBhdGNoXzIiPg0KICAgIDxwYXRoIGQ9Ik0gMTQuMyA3Ni4wOTMzOTggDQpMIDEzMy4yIDc2LjA5MzM5OCANCkwgMTMzLjIgMTAuOCANCkwgMTQuMyAxMC44IA0Keg0KIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18xIj4NCiAgICA8ZyBpZD0ieHRpY2tfMSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ4M2M1Njc1YjgpIiBkPSJNIDMyLjU3MjUxMSA3Ni4wOTMzOTggDQpMIDMyLjU3MjUxMSAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMiI%2BDQogICAgICA8ZGVmcz4NCiAgICAgICA8cGF0aCBkPSJNIDAgMCANCkwgMCAzLjUgDQoiIGlkPSJtZGViY2JjZTUwMiIgc3R5bGU9InN0cm9rZTojMjYyNjI2OyIvPg0KICAgICAgPC9kZWZzPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMzIuNTcyNTExIiB4bGluazpocmVmPSIjbWRlYmNiY2U1MDIiIHk9Ijc2LjA5MzM5OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzEiPg0KICAgICAgPCEtLSAxMCAtLT4NCiAgICAgIDxkZWZzPg0KICAgICAgIDxwYXRoIGQ9Ik0gMzcuMjUgMCANCkwgMjguNDY4NzUgMCANCkwgMjguNDY4NzUgNTYgDQpRIDI1LjI5Njg3NSA1Mi45ODQzNzUgMjAuMTQwNjI1IDQ5Ljk1MzEyNSANClEgMTQuOTg0Mzc1IDQ2LjkyMTg3NSAxMC44OTA2MjUgNDUuNDA2MjUgDQpMIDEwLjg5MDYyNSA1My45MDYyNSANClEgMTguMjY1NjI1IDU3LjM3NSAyMy43ODEyNSA2Mi4yOTY4NzUgDQpRIDI5LjI5Njg3NSA2Ny4yMzQzNzUgMzEuNTkzNzUgNzEuODc1IA0KTCAzNy4yNSA3MS44NzUgDQp6DQoiIGlkPSJBcmlhbE1ULTQ5Ii8%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC00OSIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja18yIj4NCiAgICAgPGcgaWQ9ImxpbmUyZF8zIj4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDgzYzU2NzViOCkiIGQ9Ik0gOTYuOTEyMzM4IDc2LjA5MzM5OCANCkwgOTYuOTEyMzM4IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF80Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9Ijk2LjkxMjMzOCIgeGxpbms6aHJlZj0iI21kZWJjYmNlNTAyIiB5PSI3Ni4wOTMzOTgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8yIj4NCiAgICAgIDwhLS0gMjAgLS0%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%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNCI%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%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfOSI%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%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkODNjNTY3NWI4KSIgZD0iTSAxMDYuMTc3MjczIDc2LjA5MzM5OCANCkwgMTE2Ljk4NjM2NCA3Ni4wOTMzOTggDQpMIDExNi45ODYzNjQgNzEuMzYxOTkzIA0KTCAxMDYuMTc3MjczIDcxLjM2MTk5MyANCnoNCiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xMiI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkODNjNTY3NWI4KSIgZD0iTSAxMTYuOTg2MzY0IDc2LjA5MzM5OCANCkwgMTI3Ljc5NTQ1NSA3Ni4wOTMzOTggDQpMIDEyNy43OTU0NTUgNzMuMzg5NzM4IA0KTCAxMTYuOTg2MzY0IDczLjM4OTczOCANCnoNCiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xMyI%2BDQogICAgPHBhdGggZD0iTSAxNC4zIDc2LjA5MzM5OCANCkwgMTQuMyAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzE0Ij4NCiAgICA8cGF0aCBkPSJNIDEzMy4yIDc2LjA5MzM5OCANCkwgMTMzLjIgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xNSI%2BDQogICAgPHBhdGggZD0iTSAxNC4zIDc2LjA5MzM5OCANCkwgMTMzLjIgNzYuMDkzMzk4IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzE2Ij4NCiAgICA8cGF0aCBkPSJNIDE0LjMgMTAuOCANCkwgMTMzLjIgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgPC9nPg0KIDwvZz4NCiA8ZGVmcz4NCiAgPGNsaXBQYXRoIGlkPSJwZDgzYzU2NzViOCI%2BDQogICA8cmVjdCBoZWlnaHQ9IjY1LjI5MzM5OCIgd2lkdGg9IjExOC45IiB4PSIxNC4zIiB5PSIxMC44Ii8%2BDQogIDwvY2xpcFBhdGg%2BDQogPC9kZWZzPg0KPC9zdmc%2BDQo%3D&quot; alt=&quot;Mini histogram&quot;&gt;\n&lt;/div&gt;\n&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n data-target=&quot;#descriptives-1753843190,#minihistogram-1753843190&quot;\n aria-expanded=&quot;false&quot; aria-controls=&quot;collapseExample&quot;&gt;\n Toggle details\n &lt;/a&gt;\n&lt;/div&gt;\n &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives-1753843190&quot;&gt;\n &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n &lt;a href=&quot;#-1753843190-statistics&quot;\n aria-controls=&quot;-1753843190-statistics&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Statistics&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#-1753843190-histogram&quot;\n aria-controls=&quot;-1753843190-histogram&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Histogram&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#-1753843190-frequency_table&quot;\n aria-controls=&quot;-1753843190-frequency_table&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#-1753843190-extreme_values&quot;\n aria-controls=&quot;-1753843190-extreme_values&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Extreme values&lt;/a&gt;\n &lt;/li&gt;\n &lt;/ul&gt;\n\n &lt;div class=&quot;tab-content&quot;&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;-1753843190-statistics&quot;&gt;\n &lt;div class=&quot;col-sm-4 col-sm-offset-1&quot;&gt;\n &lt;p class=&quot;h4&quot;&gt;Quantile statistics&lt;/p&gt;\n &lt;table class=&quot;stats indent&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Minimum&lt;/th&gt;\n &lt;td&gt;8&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;5-th percentile&lt;/th&gt;\n &lt;td&gt;11.285&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Q1&lt;/th&gt;\n &lt;td&gt;13.825&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Median&lt;/th&gt;\n &lt;td&gt;15.5&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Q3&lt;/th&gt;\n &lt;td&gt;17.175&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;95-th percentile&lt;/th&gt;\n &lt;td&gt;20.415&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Maximum&lt;/th&gt;\n &lt;td&gt;24.8&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Range&lt;/th&gt;\n &lt;td&gt;16.8&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Interquartile range&lt;/th&gt;\n &lt;td&gt;3.35&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n &lt;/div&gt;\n &lt;div class=&quot;col-sm-4 col-sm-offset-2&quot;&gt;\n &lt;p class=&quot;h4&quot;&gt;Descriptive statistics&lt;/p&gt;\n &lt;table class=&quot;stats indent&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Standard deviation&lt;/th&gt;\n &lt;td&gt;2.7577&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Coef of variation&lt;/th&gt;\n &lt;td&gt;0.17714&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Kurtosis&lt;/th&gt;\n &lt;td&gt;0.4195&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Mean&lt;/th&gt;\n &lt;td&gt;15.568&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;MAD&lt;/th&gt;\n &lt;td&gt;2.1426&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Skewness&lt;/th&gt;\n &lt;td&gt;0.27878&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Sum&lt;/th&gt;\n &lt;td&gt;6196.1&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Variance&lt;/th&gt;\n &lt;td&gt;7.6048&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Memory size&lt;/th&gt;\n &lt;td&gt;3.1 KiB&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n&lt;/div&gt;\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-1753843190-histogram&quot;&gt;\n &lt;img 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%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC00NiIvPg0KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieHRpY2tfMyI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGMzOTJlNzc5NzIpIiBkPSJNIDE1NC43MjAzNzMgMjQ2LjU0NzQ1NyANCkwgMTU0LjcyMDM3MyAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfNiI%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC00OSIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC01MCIvPg0KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDYiLz4NCiAgICAgICA8dXNlIHg9IjEzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUzIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzQiPg0KICAgICA8ZyBpZD0ibGluZTJkXzciPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjMzkyZTc3OTcyKSIgZD0iTSAyMDUuNDIwNDU1IDI0Ni41NDc0NTcgDQpMIDIwNS40MjA0NTUgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzgiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMjA1LjQyMDQ1NSIgeGxpbms6aHJlZj0iI204YzhhNDYxMDY3IiB5PSIyNDYuNTQ3NDU3Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfNCI%2BDQogICAgICA8IS0tIDE1LjAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjAwLjM2Nzk1NiAyNzUuODY5NzU1KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ5Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUzIi8%2BDQogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC00NiIvPg0KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieHRpY2tfNSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfOSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGMzOTJlNzc5NzIpIiBkPSJNIDI1Ni4xMjA1MzYgMjQ2LjU0NzQ1NyANCkwgMjU2LjEyMDUzNiAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTAiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMjU2LjEyMDUzNiIgeGxpbms6aHJlZj0iI204YzhhNDYxMDY3IiB5PSIyNDYuNTQ3NDU3Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfNSI%2BDQogICAgICA8IS0tIDE3LjUgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjUxLjA2ODAzNyAyNzUuODY5NzU1KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ5Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTU1Ii8%2BDQogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC00NiIvPg0KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTMiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieHRpY2tfNiI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTEiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjMzkyZTc3OTcyKSIgZD0iTSAzMDYuODIwNjE3IDI0Ni41NDc0NTcgDQpMIDMwNi44MjA2MTcgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzEyIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjMwNi44MjA2MTciIHhsaW5rOmhyZWY9IiNtOGM4YTQ2MTA2NyIgeT0iMjQ2LjU0NzQ1NyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzYiPg0KICAgICAgPCEtLSAyMC4wIC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMwMS43NjgxMTggMjc1Ljg2OTc1NSlyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01MCIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDYiLz4NCiAgICAgICA8dXNlIHg9IjEzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzciPg0KICAgICA8ZyBpZD0ibGluZTJkXzEzIj4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYzM5MmU3Nzk3MikiIGQ9Ik0gMzU3LjUyMDY5OCAyNDYuNTQ3NDU3IA0KTCAzNTcuNTIwNjk4IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%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%2BDQogICAgICAgPHVzZSB4PSIxMzkuMDEzNjcyIiB4bGluazpocmVmPSIjQXJpYWxNVC01MyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja184Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGMzOTJlNzc5NzIpIiBkPSJNIDQwOC4yMjA3NzkgMjQ2LjU0NzQ1NyANCkwgNDA4LjIyMDc3OSAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTYiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNDA4LjIyMDc3OSIgeGxpbms6aHJlZj0iI204YzhhNDYxMDY3IiB5PSIyNDYuNTQ3NDU3Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfOCI%2BDQogICAgICA8IS0tIDI1LjAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDAzLjE2ODI4IDI3NS44Njk3NTUpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTAiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTMiLz4NCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ2Ii8%2BDQogICAgICAgPHVzZSB4PSIxMzkuMDEzNjcyIiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgPC9nPg0KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18yIj4NCiAgICA8ZyBpZD0ieXRpY2tfMSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTciPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjMzkyZTc3OTcyKSIgZD0iTSA0Ni40MjUgMjQ2LjU0NzQ1NyANCkwgNDIxLjIgMjQ2LjU0NzQ1NyANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzE4Ij4NCiAgICAgIDxkZWZzPg0KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIA0KTCAtMy41IDAgDQoiIGlkPSJtMDk0ZWIzNGFkNSIgc3R5bGU9InN0cm9rZTojMjYyNjI2OyIvPg0KICAgICAgPC9kZWZzPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNDYuNDI1IiB4bGluazpocmVmPSIjbTA5NGViMzRhZDUiIHk9IjI0Ni41NDc0NTciLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF85Ij4NCiAgICAgIDwhLS0gMCAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzMC4zNjQwNjMgMjUwLjEyNjM2MylzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfMiI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTkiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjMzkyZTc3OTcyKSIgZD0iTSA0Ni40MjUgMTk3LjczODQ1OSANCkwgNDIxLjIgMTk3LjczODQ1OSANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzIwIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI20wOTRlYjM0YWQ1IiB5PSIxOTcuNzM4NDU5Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTAiPg0KICAgICAgPCEtLSAyMCAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNC44MDMxMjUgMjAxLjMxNzM2NilzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTAiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfMyI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjEiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjMzkyZTc3OTcyKSIgZD0iTSA0Ni40MjUgMTQ4LjkyOTQ2MiANCkwgNDIxLjIgMTQ4LjkyOTQ2MiANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzIyIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI20wOTRlYjM0YWQ1IiB5PSIxNDguOTI5NDYyIi8%2BDQogICAgICA8L2c%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01MiIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja180Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yMyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGMzOTJlNzc5NzIpIiBkPSJNIDQ2LjQyNSAxMDAuMTIwNDY1IA0KTCA0MjEuMiAxMDAuMTIwNDY1IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjQiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNDYuNDI1IiB4bGluazpocmVmPSIjbTA5NGViMzRhZDUiIHk9IjEwMC4xMjA0NjUiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8xMiI%2BDQogICAgICA8IS0tIDYwIC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjUiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjMzkyZTc3OTcyKSIgZD0iTSA0Ni40MjUgNTEuMzExNDY4IA0KTCA0MjEuMiA1MS4zMTE0NjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yNiI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI0Ni40MjUiIHhsaW5rOmhyZWY9IiNtMDk0ZWIzNGFkNSIgeT0iNTEuMzExNDY4Ii8%2BDQogICAgICA8L2c%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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjQuODAzMTI1IDU0Ljg5MDM3NClzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTYiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0idGV4dF8xNCI%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%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%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%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%2BDQogICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTcwIi8%2BDQogICAgICA8dXNlIHg9IjYxLjA4Mzk4NCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE0Ii8%2BDQogICAgICA8dXNlIHg9Ijk0LjM4NDc2NiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAxIi8%2BDQogICAgICA8dXNlIHg9IjE1MCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEzIi8%2BDQogICAgICA8dXNlIHg9IjIwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNyIvPg0KICAgICAgPHVzZSB4PSIyNjEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDEiLz4NCiAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEwIi8%2BDQogICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTk5Ii8%2BDQogICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEyMSIvPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzMiPg0KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYzM5MmU3Nzk3MikiIGQ9Ik0gNjMuNDYwMjI3IDI0Ni41NDc0NTcgDQpMIDk3LjUzMDY4MiAyNDYuNTQ3NDU3IA0KTCA5Ny41MzA2ODIgMjMxLjkwNDc1OCANCkwgNjMuNDYwMjI3IDIzMS45MDQ3NTggDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNCI%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%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjMzkyZTc3OTcyKSIgZD0iTSAzMDEuOTUzNDA5IDI0Ni41NDc0NTcgDQpMIDMzNi4wMjM4NjQgMjQ2LjU0NzQ1NyANCkwgMzM2LjAyMzg2NCAyMTQuODIxNjA5IA0KTCAzMDEuOTUzNDA5IDIxNC44MjE2MDkgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%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%2BDQogICAgPHBhdGggZD0iTSA0Ni40MjUgMjQ2LjU0NzQ1NyANCkwgNDYuNDI1IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTQiPg0KICAgIDxwYXRoIGQ9Ik0gNDIxLjIgMjQ2LjU0NzQ1NyANCkwgNDIxLjIgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xNSI%2BDQogICAgPHBhdGggZD0iTSA0Ni40MjUgMjQ2LjU0NzQ1NyANCkwgNDIxLjIgMjQ2LjU0NzQ1NyANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xNiI%2BDQogICAgPHBhdGggZD0iTSA0Ni40MjUgMTAuOCANCkwgNDIxLjIgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgPC9nPg0KIDwvZz4NCiA8ZGVmcz4NCiAgPGNsaXBQYXRoIGlkPSJwYzM5MmU3Nzk3MiI%2BDQogICA8cmVjdCBoZWlnaHQ9IjIzNS43NDc0NTciIHdpZHRoPSIzNzQuNzc1IiB4PSI0Ni40MjUiIHk9IjEwLjgiLz4NCiAgPC9jbGlwUGF0aD4NCiA8L2RlZnM%2BDQo8L3N2Zz4NCg%3D%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=10)&lt;/div&gt;\n\n &lt;img 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ICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTAiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMjU2LjEyMDUzNiIgeGxpbms6aHJlZj0iI21mYTFmNGU4MDMwIiB5PSIyNDYuNTQ3NDU3Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfNSI%2BDQogICAgICA8IS0tIDE3LjUgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjUxLjA2ODAzNyAyNzUuODY5NzU1KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ5Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTU1Ii8%2BDQogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC00NiIvPg0KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTMiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieHRpY2tfNiI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTEiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5ZjYwNWYxZmU4KSIgZD0iTSAzMDYuODIwNjE3IDI0Ni41NDc0NTcgDQpMIDMwNi44MjA2MTcgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzEyIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjMwNi44MjA2MTciIHhsaW5rOmhyZWY9IiNtZmExZjRlODAzMCIgeT0iMjQ2LjU0NzQ1NyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzYiPg0KICAgICAgPCEtLSAyMC4wIC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMwMS43NjgxMTggMjc1Ljg2OTc1NSlyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01MCIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDYiLz4NCiAgICAgICA8dXNlIHg9IjEzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzciPg0KICAgICA8ZyBpZD0ibGluZTJkXzEzIj4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOWY2MDVmMWZlOCkiIGQ9Ik0gMzU3LjUyMDY5OCAyNDYuNTQ3NDU3IA0KTCAzNTcuNTIwNjk4IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%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%2BDQogICAgICAgPHVzZSB4PSIxMzkuMDEzNjcyIiB4bGluazpocmVmPSIjQXJpYWxNVC01MyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja184Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDlmNjA1ZjFmZTgpIiBkPSJNIDQwOC4yMjA3NzkgMjQ2LjU0NzQ1NyANCkwgNDA4LjIyMDc3OSAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTYiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNDA4LjIyMDc3OSIgeGxpbms6aHJlZj0iI21mYTFmNGU4MDMwIiB5PSIyNDYuNTQ3NDU3Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfOCI%2BDQogICAgICA8IS0tIDI1LjAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDAzLjE2ODI4IDI3NS44Njk3NTUpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTAiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTMiLz4NCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ2Ii8%2BDQogICAgICAgPHVzZSB4PSIxMzkuMDEzNjcyIiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgPC9nPg0KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18yIj4NCiAgICA8ZyBpZD0ieXRpY2tfMSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTciPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5ZjYwNWYxZmU4KSIgZD0iTSA0Ni40MjUgMjQ2LjU0NzQ1NyANCkwgNDIxLjIgMjQ2LjU0NzQ1NyANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzE4Ij4NCiAgICAgIDxkZWZzPg0KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIA0KTCAtMy41IDAgDQoiIGlkPSJtYjE5NmFkNWVkMiIgc3R5bGU9InN0cm9rZTojMjYyNjI2OyIvPg0KICAgICAgPC9kZWZzPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNDYuNDI1IiB4bGluazpocmVmPSIjbWIxOTZhZDVlZDIiIHk9IjI0Ni41NDc0NTciLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF85Ij4NCiAgICAgIDwhLS0gMCAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzMC4zNjQwNjMgMjUwLjEyNjM2MylzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfMiI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTkiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5ZjYwNWYxZmU4KSIgZD0iTSA0Ni40MjUgMjE2LjYxMTI3MiANCkwgNDIxLjIgMjE2LjYxMTI3MiANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzIwIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI21iMTk2YWQ1ZWQyIiB5PSIyMTYuNjExMjcyIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTAiPg0KICAgICAgPCEtLSAxMCAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNC44MDMxMjUgMjIwLjE5MDE3OClzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDkiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfMyI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjEiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5ZjYwNWYxZmU4KSIgZD0iTSA0Ni40MjUgMTg2LjY3NTA4NyANCkwgNDIxLjIgMTg2LjY3NTA4NyANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzIyIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI21iMTk2YWQ1ZWQyIiB5PSIxODYuNjc1MDg3Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTEiPg0KICAgICAgPCEtLSAyMCAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNC44MDMxMjUgMTkwLjI1Mzk5MylzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTAiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfNCI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjMiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5ZjYwNWYxZmU4KSIgZD0iTSA0Ni40MjUgMTU2LjczODkwMiANCkwgNDIxLjIgMTU2LjczODkwMiANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzI0Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI21iMTk2YWQ1ZWQyIiB5PSIxNTYuNzM4OTAyIi8%2BDQogICAgICA8L2c%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%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjUiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5ZjYwNWYxZmU4KSIgZD0iTSA0Ni40MjUgMTI2LjgwMjcxNyANCkwgNDIxLjIgMTI2LjgwMjcxNyANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzI2Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI21iMTk2YWQ1ZWQyIiB5PSIxMjYuODAyNzE3Ii8%2BDQogICAgICA8L2c%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01MiIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja182Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yNyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDlmNjA1ZjFmZTgpIiBkPSJNIDQ2LjQyNSA5Ni44NjY1MzIgDQpMIDQyMS4yIDk2Ljg2NjUzMiANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzI4Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI21iMTk2YWQ1ZWQyIiB5PSI5Ni44NjY1MzIiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8xNCI%2BDQogICAgICA8IS0tIDUwIC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI0LjgwMzEyNSAxMDAuNDQ1NDM4KXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01MyIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja183Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yOSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDlmNjA1ZjFmZTgpIiBkPSJNIDQ2LjQyNSA2Ni45MzAzNDcgDQpMIDQyMS4yIDY2LjkzMDM0NyANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzMwIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI21iMTk2YWQ1ZWQyIiB5PSI2Ni45MzAzNDciLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8xNSI%2BDQogICAgICA8IS0tIDYwIC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01NCIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja184Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8zMSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDlmNjA1ZjFmZTgpIiBkPSJNIDQ2LjQyNSAzNi45OTQxNjIgDQpMIDQyMS4yIDM2Ljk5NDE2MiANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzMyIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI21iMTk2YWQ1ZWQyIiB5PSIzNi45OTQxNjIiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8xNiI%2BDQogICAgICA8IS0tIDcwIC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI0LjgwMzEyNSA0MC41NzMwNjgpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTU1Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9InRleHRfMTciPg0KICAgICA8IS0tIEZyZXF1ZW5jeSAtLT4NCiAgICAgPGRlZnM%2BDQogICAgICA8cGF0aCBkPSJNIDguMjAzMTI1IDAgDQpMIDguMjAzMTI1IDcxLjU3ODEyNSANCkwgNTYuNSA3MS41NzgxMjUgDQpMIDU2LjUgNjMuMTQwNjI1IA0KTCAxNy42NzE4NzUgNjMuMTQwNjI1IA0KTCAxNy42NzE4NzUgNDAuOTY4NzUgDQpMIDUxLjI2NTYyNSA0MC45Njg3NSANCkwgNTEuMjY1NjI1IDMyLjUxNTYyNSANCkwgMTcuNjcxODc1IDMyLjUxNTYyNSANCkwgMTcuNjcxODc1IDAgDQp6DQoiIGlkPSJBcmlhbE1ULTcwIi8%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%2BDQogICAgICA8cGF0aCBkPSJNIDQwLjU3ODEyNSAwIA0KTCA0MC41NzgxMjUgNy42MjUgDQpRIDM0LjUxNTYyNSAtMS4xNzE4NzUgMjQuMTI1IC0xLjE3MTg3NSANClEgMTkuNTMxMjUgLTEuMTcxODc1IDE1LjU0Njg3NSAwLjU3ODEyNSANClEgMTEuNTc4MTI1IDIuMzQzNzUgOS42NDA2MjUgNSANClEgNy43MTg3NSA3LjY3MTg3NSA2LjkzNzUgMTEuNTMxMjUgDQpRIDYuMzkwNjI1IDE0LjEwOTM3NSA2LjM5MDYyNSAxOS43MzQzNzUgDQpMIDYuMzkwNjI1IDUxLjg1OTM3NSANCkwgMTUuMTg3NSA1MS44NTkzNzUgDQpMIDE1LjE4NzUgMjMuMDkzNzUgDQpRIDE1LjE4NzUgMTYuMjE4NzUgMTUuNzE4NzUgMTMuODEyNSANClEgMTYuNTQ2ODc1IDEwLjM1OTM3NSAxOS4yMzQzNzUgOC4zNzUgDQpRIDIxLjkyMTg3NSA2LjM5MDYyNSAyNS44NzUgNi4zOTA2MjUgDQpRIDI5LjgyODEyNSA2LjM5MDYyNSAzMy4yOTY4NzUgOC40MjE4NzUgDQpRIDM2Ljc2NTYyNSAxMC40NTMxMjUgMzguMjAzMTI1IDEzLjkzNzUgDQpRIDM5LjY1NjI1IDE3LjQzNzUgMzkuNjU2MjUgMjQuMDc4MTI1IA0KTCAzOS42NTYyNSA1MS44NTkzNzUgDQpMIDQ4LjQzNzUgNTEuODU5Mzc1IA0KTCA0OC40Mzc1IDAgDQp6DQoiIGlkPSJBcmlhbE1ULTExNyIvPg0KICAgICAgPHBhdGggZD0iTSA2LjU5Mzc1IDAgDQpMIDYuNTkzNzUgNTEuODU5Mzc1IA0KTCAxNC41IDUxLjg1OTM3NSANCkwgMTQuNSA0NC40ODQzNzUgDQpRIDIwLjIxODc1IDUzLjAzMTI1IDMxIDUzLjAzMTI1IA0KUSAzNS42ODc1IDUzLjAzMTI1IDM5LjYyNSA1MS4zNDM3NSANClEgNDMuNTYyNSA0OS42NTYyNSA0NS41MTU2MjUgNDYuOTIxODc1IA0KUSA0Ny40Njg3NSA0NC4xODc1IDQ4LjI1IDQwLjQzNzUgDQpRIDQ4LjczNDM3NSAzNy45ODQzNzUgNDguNzM0Mzc1IDMxLjg5MDYyNSANCkwgNDguNzM0Mzc1IDAgDQpMIDM5LjkzNzUgMCANCkwgMzkuOTM3NSAzMS41NDY4NzUgDQpRIDM5LjkzNzUgMzYuOTIxODc1IDM4LjkwNjI1IDM5LjU3ODEyNSANClEgMzcuODkwNjI1IDQyLjIzNDM3NSAzNS4yODEyNSA0My44MTI1IA0KUSAzMi42NzE4NzUgNDUuNDA2MjUgMjkuMTU2MjUgNDUuNDA2MjUgDQpRIDIzLjUzMTI1IDQ1LjQwNjI1IDE5LjQ1MzEyNSA0MS44NDM3NSANClEgMTUuMzc1IDM4LjI4MTI1IDE1LjM3NSAyOC4zMjgxMjUgDQpMIDE1LjM3NSAwIA0Keg0KIiBpZD0iQXJpYWxNVC0xMTAiLz4NCiAgICAgIDxwYXRoIGQ9Ik0gNDAuNDM3NSAxOSANCkwgNDkuMDc4MTI1IDE3Ljg3NSANClEgNDcuNjU2MjUgOC45Mzc1IDQxLjgxMjUgMy44NzUgDQpRIDM1Ljk4NDM3NSAtMS4xNzE4NzUgMjcuNDg0Mzc1IC0xLjE3MTg3NSANClEgMTYuODQzNzUgLTEuMTcxODc1IDEwLjM3NSA1Ljc4MTI1IA0KUSAzLjkwNjI1IDEyLjc1IDMuOTA2MjUgMjUuNzM0Mzc1IA0KUSAzLjkwNjI1IDM0LjEyNSA2LjY4NzUgNDAuNDIxODc1IA0KUSA5LjQ2ODc1IDQ2LjczNDM3NSAxNS4xNTYyNSA0OS44NzUgDQpRIDIwLjg0Mzc1IDUzLjAzMTI1IDI3LjU0Njg3NSA1My4wMzEyNSANClEgMzUuOTg0Mzc1IDUzLjAzMTI1IDQxLjM1OTM3NSA0OC43NSANClEgNDYuNzM0Mzc1IDQ0LjQ4NDM3NSA0OC4yNSAzNi42MjUgDQpMIDM5LjcwMzEyNSAzNS4yOTY4NzUgDQpRIDM4LjQ4NDM3NSA0MC41MzEyNSAzNS4zNzUgNDMuMTU2MjUgDQpRIDMyLjI4MTI1IDQ1Ljc5Njg3NSAyNy44NzUgNDUuNzk2ODc1IA0KUSAyMS4yMzQzNzUgNDUuNzk2ODc1IDE3LjA3ODEyNSA0MS4wMzEyNSANClEgMTIuOTM3NSAzNi4yODEyNSAxMi45Mzc1IDI1Ljk4NDM3NSANClEgMTIuOTM3NSAxNS41MzEyNSAxNi45Mzc1IDEwLjc5Njg3NSANClEgMjAuOTUzMTI1IDYuMDYyNSAyNy4zOTA2MjUgNi4wNjI1IA0KUSAzMi41NjI1IDYuMDYyNSAzNi4wMzEyNSA5LjIzNDM3NSANClEgMzkuNSAxMi40MDYyNSA0MC40Mzc1IDE5IA0Keg0KIiBpZD0iQXJpYWxNVC05OSIvPg0KICAgICAgPHBhdGggZD0iTSA2LjIwMzEyNSAtMTkuOTY4NzUgDQpMIDUuMjE4NzUgLTExLjcxODc1IA0KUSA4LjEwOTM3NSAtMTIuNSAxMC4yNSAtMTIuNSANClEgMTMuMTg3NSAtMTIuNSAxNC45Mzc1IC0xMS41MTU2MjUgDQpRIDE2LjcwMzEyNSAtMTAuNTQ2ODc1IDE3LjgyODEyNSAtOC43OTY4NzUgDQpRIDE4LjY1NjI1IC03LjQ2ODc1IDIwLjUxNTYyNSAtMi4yNSANClEgMjAuNzUgLTEuNTE1NjI1IDIxLjI5Njg3NSAtMC4wOTM3NSANCkwgMS42MDkzNzUgNTEuODU5Mzc1IA0KTCAxMS4wNzgxMjUgNTEuODU5Mzc1IA0KTCAyMS44NzUgMjEuODI4MTI1IA0KUSAyMy45Njg3NSAxNi4xMDkzNzUgMjUuNjQwNjI1IDkuODEyNSANClEgMjcuMTU2MjUgMTUuODc1IDI5LjI1IDIxLjYyNSANCkwgNDAuMzI4MTI1IDUxLjg1OTM3NSANCkwgNDkuMTI1IDUxLjg1OTM3NSANCkwgMjkuMzkwNjI1IC0wLjg3NSANClEgMjYuMjE4NzUgLTkuNDIxODc1IDI0LjQ2ODc1IC0xMi42NDA2MjUgDQpRIDIyLjEyNSAtMTcgMTkuMDkzNzUgLTE5LjAxNTYyNSANClEgMTYuMDYyNSAtMjEuMDQ2ODc1IDExLjg1OTM3NSAtMjEuMDQ2ODc1IA0KUSA5LjMyODEyNSAtMjEuMDQ2ODc1IDYuMjAzMTI1IC0xOS45Njg3NSANCnoNCiIgaWQ9IkFyaWFsTVQtMTIxIi8%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%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%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNCI%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%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfOCI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5ZjYwNWYxZmU4KSIgZD0iTSAxODYuMTU0NDI0IDI0Ni41NDc0NTcgDQpMIDE5NC4yNjY0MzcgMjQ2LjU0NzQ1NyANCkwgMTk0LjI2NjQzNyAyMTMuNjE3NjUzIA0KTCAxODYuMTU0NDI0IDIxMy42MTc2NTMgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfOSI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5ZjYwNWYxZmU4KSIgZD0iTSAxOTQuMjY2NDM3IDI0Ni41NDc0NTcgDQpMIDE5Ny4zMDg0NDIgMjQ2LjU0NzQ1NyANCkwgMTk3LjMwODQ0MiAxNzcuNjk0MjMxIA0KTCAxOTQuMjY2NDM3IDE3Ny42OTQyMzEgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTAiPg0KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOWY2MDVmMWZlOCkiIGQ9Ik0gMTk3LjMwODQ0MiAyNDYuNTQ3NDU3IA0KTCAyMTQuNTQ2NDY5IDI0Ni41NDc0NTcgDQpMIDIxNC41NDY0NjkgMTIzLjgwOTA5OCANCkwgMTk3LjMwODQ0MiAxMjMuODA5MDk4IA0Keg0KIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzExIj4NCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDlmNjA1ZjFmZTgpIiBkPSJNIDIxNC41NDY0NjkgMjQ2LjU0NzQ1NyANCkwgMjE2LjU3NDQ3MiAyNDYuNTQ3NDU3IA0KTCAyMTYuNTc0NDcyIDE4My42ODE0NjggDQpMIDIxNC41NDY0NjkgMTgzLjY4MTQ2OCANCnoNCiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xMiI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5ZjYwNWYxZmU4KSIgZD0iTSAyMTYuNTc0NDcyIDI0Ni41NDc0NTcgDQpMIDI0NC45NjY1MTggMjQ2LjU0NzQ1NyANCkwgMjQ0Ljk2NjUxOCAzOS45ODc3OCANCkwgMjE2LjU3NDQ3MiAzOS45ODc3OCANCnoNCiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xMyI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5ZjYwNWYxZmU4KSIgZD0iTSAyNDQuOTY2NTE4IDI0Ni41NDc0NTcgDQpMIDI0Ni45OTQ1MjEgMjQ2LjU0NzQ1NyANCkwgMjQ2Ljk5NDUyMSAyMDQuNjM2Nzk4IA0KTCAyNDQuOTY2NTE4IDIwNC42MzY3OTggDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTQiPg0KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOWY2MDVmMWZlOCkiIGQ9Ik0gMjQ2Ljk5NDUyMSAyNDYuNTQ3NDU3IA0KTCAyOTcuNjk0NjAyIDI0Ni41NDc0NTcgDQpMIDI5Ny42OTQ2MDIgMjIuMDI2MDY5IA0KTCAyNDYuOTk0NTIxIDIyLjAyNjA2OSANCnoNCiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xNSI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5ZjYwNWYxZmU4KSIgZD0iTSAyOTcuNjk0NjAyIDI0Ni41NDc0NTcgDQpMIDQwNC4xNjQ3NzMgMjQ2LjU0NzQ1NyANCkwgNDA0LjE2NDc3MyAxNjguNzEzMzc2IA0KTCAyOTcuNjk0NjAyIDE2OC43MTMzNzYgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTYiPg0KICAgIDxwYXRoIGQ9Ik0gNDYuNDI1IDI0Ni41NDc0NTcgDQpMIDQ2LjQyNSAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzE3Ij4NCiAgICA8cGF0aCBkPSJNIDQyMS4yIDI0Ni41NDc0NTcgDQpMIDQyMS4yIDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTgiPg0KICAgIDxwYXRoIGQ9Ik0gNDYuNDI1IDI0Ni41NDc0NTcgDQpMIDQyMS4yIDI0Ni41NDc0NTcgDQoiIHN0eWxlPSJmaWxsOm5vbmU7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTkiPg0KICAgIDxwYXRoIGQ9Ik0gNDYuNDI1IDEwLjggDQpMIDQyMS4yIDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7Ii8%2BDQogICA8L2c%2BDQogIDwvZz4NCiA8L2c%2BDQogPGRlZnM%2BDQogIDxjbGlwUGF0aCBpZD0icDlmNjA1ZjFmZTgiPg0KICAgPHJlY3QgaGVpZ2h0PSIyMzUuNzQ3NDU3IiB3aWR0aD0iMzc0Ljc3NSIgeD0iNDYuNDI1IiB5PSIxMC44Ii8%2BDQogIDwvY2xpcFBhdGg%2BDQogPC9kZWZzPg0KPC9zdmc%2BDQo%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n &lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with variable size bins&lt;/strong&gt; (bins=[ 8. 10.75 13.45 13.55 13.95 ... 15.55 16.95 17.05 19.55 24.8 ], &lt;a href=&quot;https://ui.adsabs.harvard.edu/abs/2013ApJ...764..167S/abstract&quot; target=&quot;_blank&quot;&gt;&quot;bayesian blocks&quot;&lt;/a&gt; binning strategy used)&lt;/div&gt;\n\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-1753843190-frequency_table&quot;&gt;\n &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;14.5&quot;&gt;\n 14.5\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 23\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 5.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:9.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;15.5&quot;&gt;\n 15.5\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 21\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 5.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:8.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;16&quot;&gt;\n 16\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 16\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:6.6%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;14&quot;&gt;\n 14\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 16\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:6.6%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;13.5&quot;&gt;\n 13.5\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 15\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:6.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;17&quot;&gt;\n 17\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 14\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:5.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;15&quot;&gt;\n 15\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 14\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:5.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;16.5&quot;&gt;\n 16.5\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 13\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:5.4%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;13&quot;&gt;\n 13\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 12\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:5.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;19&quot;&gt;\n 19\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 12\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:5.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;other&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;Other values (85)&quot;&gt;\n Other values (85)\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 242\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 60.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-1753843190-extreme_values&quot;&gt;\n &lt;p class=&quot;h4&quot;&gt;Minimum 5 values&lt;/p&gt;\n&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;8&quot;&gt;\n 8\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:25.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;8.5&quot;&gt;\n 8.5\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 2\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:50.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;9&quot;&gt;\n 9\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:25.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;9.5&quot;&gt;\n 9.5\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 2\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:50.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;10&quot;&gt;\n 10\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n\n&lt;p class=&quot;h4&quot;&gt;Maximum 5 values&lt;/p&gt;\n&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;24.8&quot;&gt;\n 24.8\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:50.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;24.6&quot;&gt;\n 24.6\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:50.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;23.7&quot;&gt;\n 23.7\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:50.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;23.5&quot;&gt;\n 23.5\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:50.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;22.2&quot;&gt;\n 22.2\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 2\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n\n&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_cylinders&quot;&gt;&lt;/a&gt;\n&lt;div class=&quot;row variable&quot;&gt;\n &lt;div class=&quot;col-sm-3&quot;&gt;\n &lt;p class=&quot;h4&quot; title=&quot;cylinders&quot;&gt;cylinders&lt;br/&gt;\n &lt;small&gt;Numeric&lt;/small&gt;\n &lt;/p&gt;\n &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;div class=&quot;row&quot;&gt;\n &lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;table class=&quot;stats&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Distinct count&lt;/th&gt;\n &lt;td&gt;5&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Unique (%)&lt;/th&gt;\n &lt;td&gt;1.3%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Missing (%)&lt;/th&gt;\n &lt;td&gt;0.0%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Missing (n)&lt;/th&gt;\n &lt;td&gt;0&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Infinite (%)&lt;/th&gt;\n &lt;td&gt;0.0%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Infinite (n)&lt;/th&gt;\n &lt;td&gt;0&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n\n &lt;/div&gt;\n &lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;table class=&quot;stats&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Mean&lt;/th&gt;\n &lt;td&gt;5.4548&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Minimum&lt;/th&gt;\n &lt;td&gt;3&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Maximum&lt;/th&gt;\n &lt;td&gt;8&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Zeros (%)&lt;/th&gt;\n &lt;td&gt;0.0%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n&lt;/div&gt;\n&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minihistogram-114454914&quot;&gt;\n &lt;img src=&quot;data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiIHN0YW5kYWxvbmU9Im5vIj8%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%2BDQogICA8cGF0aCBkPSJNIDAgMTA4IA0KTCAxNDQgMTA4IA0KTCAxNDQgMCANCkwgMCAwIA0Keg0KIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPg0KICA8L2c%2BDQogIDxnIGlkPSJheGVzXzEiPg0KICAgPGcgaWQ9InBhdGNoXzIiPg0KICAgIDxwYXRoIGQ9Ik0gMTQuMyA3OS4yNzUzNzkgDQpMIDEzMy4yIDc5LjI3NTM3OSANCkwgMTMzLjIgMTAuOCANCkwgMTQuMyAxMC44IA0Keg0KIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18xIj4NCiAgICA8ZyBpZD0ieHRpY2tfMSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDY1MWZmNzJkZDApIiBkPSJNIDQxLjMyMjcyNyA3OS4yNzUzNzkgDQpMIDQxLjMyMjcyNyAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMiI%2BDQogICAgICA8ZGVmcz4NCiAgICAgICA8cGF0aCBkPSJNIDAgMCANCkwgMCAzLjUgDQoiIGlkPSJtMTYxOWEyNTVlNyIgc3R5bGU9InN0cm9rZTojMjYyNjI2OyIvPg0KICAgICAgPC9kZWZzPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNDEuMzIyNzI3IiB4bGluazpocmVmPSIjbTE2MTlhMjU1ZTciIHk9Ijc5LjI3NTM3OSIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzEiPg0KICAgICAgPCEtLSA0IC0tPg0KICAgICAgPGRlZnM%2BDQogICAgICAgPHBhdGggZD0iTSAzMi4zMjgxMjUgMCANCkwgMzIuMzI4MTI1IDE3LjE0MDYyNSANCkwgMS4yNjU2MjUgMTcuMTQwNjI1IA0KTCAxLjI2NTYyNSAyNS4yMDMxMjUgDQpMIDMzLjkzNzUgNzEuNTc4MTI1IA0KTCA0MS4xMDkzNzUgNzEuNTc4MTI1IA0KTCA0MS4xMDkzNzUgMjUuMjAzMTI1IA0KTCA1MC43ODEyNSAyNS4yMDMxMjUgDQpMIDUwLjc4MTI1IDE3LjE0MDYyNSANCkwgNDEuMTA5Mzc1IDE3LjE0MDYyNSANCkwgNDEuMTA5Mzc1IDAgDQp6DQpNIDMyLjMyODEyNSAyNS4yMDMxMjUgDQpMIDMyLjMyODEyNSA1Ny40Njg3NSANCkwgOS45MDYyNSAyNS4yMDMxMjUgDQp6DQoiIGlkPSJBcmlhbE1ULTUyIi8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDEuMjEyMjQyIDk2Ljk3MDE5KXJvdGF0ZSgtNDUpc2NhbGUoMC4wOCAtMC4wOCkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTIiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieHRpY2tfMiI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDY1MWZmNzJkZDApIiBkPSJNIDg0LjU1OTA5MSA3OS4yNzUzNzkgDQpMIDg0LjU1OTA5MSAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfNCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI4NC41NTkwOTEiIHhsaW5rOmhyZWY9IiNtMTYxOWEyNTVlNyIgeT0iNzkuMjc1Mzc5Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMiI%2BDQogICAgICA8IS0tIDYgLS0%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%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzMiPg0KICAgICA8ZyBpZD0ibGluZTJkXzUiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2NTFmZjcyZGQwKSIgZD0iTSAxMjcuNzk1NDU1IDc5LjI3NTM3OSANCkwgMTI3Ljc5NTQ1NSAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIxMjcuNzk1NDU1IiB4bGluazpocmVmPSIjbTE2MTlhMjU1ZTciIHk9Ijc5LjI3NTM3OSIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzMiPg0KICAgICAgPCEtLSA4IC0tPg0KICAgICAgPGRlZnM%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%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfOCI%2BDQogICAgPHBhdGggZD0iTSAxNC4zIDc5LjI3NTM3OSANCkwgMTQuMyAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzkiPg0KICAgIDxwYXRoIGQ9Ik0gMTMzLjIgNzkuMjc1Mzc5IA0KTCAxMzMuMiAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzEwIj4NCiAgICA8cGF0aCBkPSJNIDE0LjMgNzkuMjc1Mzc5IA0KTCAxMzMuMiA3OS4yNzUzNzkgDQoiIHN0eWxlPSJmaWxsOm5vbmU7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTEiPg0KICAgIDxwYXRoIGQ9Ik0gMTQuMyAxMC44IA0KTCAxMzMuMiAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICA8L2c%2BDQogPC9nPg0KIDxkZWZzPg0KICA8Y2xpcFBhdGggaWQ9InA2NTFmZjcyZGQwIj4NCiAgIDxyZWN0IGhlaWdodD0iNjguNDc1Mzc5IiB3aWR0aD0iMTE4LjkiIHg9IjE0LjMiIHk9IjEwLjgiLz4NCiAgPC9jbGlwUGF0aD4NCiA8L2RlZnM%2BDQo8L3N2Zz4NCg%3D%3D&quot; alt=&quot;Mini histogram&quot;&gt;\n&lt;/div&gt;\n&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n data-target=&quot;#descriptives-114454914,#minihistogram-114454914&quot;\n aria-expanded=&quot;false&quot; aria-controls=&quot;collapseExample&quot;&gt;\n Toggle details\n &lt;/a&gt;\n&lt;/div&gt;\n &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives-114454914&quot;&gt;\n &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n &lt;a href=&quot;#-114454914-statistics&quot;\n aria-controls=&quot;-114454914-statistics&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Statistics&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#-114454914-histogram&quot;\n aria-controls=&quot;-114454914-histogram&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Histogram&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#-114454914-frequency_table&quot;\n aria-controls=&quot;-114454914-frequency_table&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#-114454914-extreme_values&quot;\n aria-controls=&quot;-114454914-extreme_values&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Extreme values&lt;/a&gt;\n &lt;/li&gt;\n &lt;/ul&gt;\n\n &lt;div class=&quot;tab-content&quot;&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;-114454914-statistics&quot;&gt;\n &lt;div class=&quot;col-sm-4 col-sm-offset-1&quot;&gt;\n &lt;p class=&quot;h4&quot;&gt;Quantile statistics&lt;/p&gt;\n &lt;table class=&quot;stats indent&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Minimum&lt;/th&gt;\n &lt;td&gt;3&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;5-th percentile&lt;/th&gt;\n &lt;td&gt;4&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Q1&lt;/th&gt;\n &lt;td&gt;4&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Median&lt;/th&gt;\n &lt;td&gt;4&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Q3&lt;/th&gt;\n &lt;td&gt;8&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;95-th percentile&lt;/th&gt;\n &lt;td&gt;8&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Maximum&lt;/th&gt;\n &lt;td&gt;8&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Range&lt;/th&gt;\n &lt;td&gt;5&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Interquartile range&lt;/th&gt;\n &lt;td&gt;4&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n &lt;/div&gt;\n &lt;div class=&quot;col-sm-4 col-sm-offset-2&quot;&gt;\n &lt;p class=&quot;h4&quot;&gt;Descriptive statistics&lt;/p&gt;\n &lt;table class=&quot;stats indent&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Standard deviation&lt;/th&gt;\n &lt;td&gt;1.701&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Coef of variation&lt;/th&gt;\n &lt;td&gt;0.31184&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Kurtosis&lt;/th&gt;\n &lt;td&gt;-1.3767&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Mean&lt;/th&gt;\n &lt;td&gt;5.4548&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;MAD&lt;/th&gt;\n &lt;td&gt;1.5475&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Skewness&lt;/th&gt;\n &lt;td&gt;0.52692&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Sum&lt;/th&gt;\n &lt;td&gt;2171&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Variance&lt;/th&gt;\n &lt;td&gt;2.8934&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Memory size&lt;/th&gt;\n &lt;td&gt;3.1 KiB&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n&lt;/div&gt;\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-114454914-histogram&quot;&gt;\n &lt;img src=&quot;data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiIHN0YW5kYWxvbmU9Im5vIj8%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%2BDQogICA8cGF0aCBkPSJNIDAgMjg4IA0KTCA0MzIgMjg4IA0KTCA0MzIgMCANCkwgMCAwIA0Keg0KIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPg0KICA8L2c%2BDQogIDxnIGlkPSJheGVzXzEiPg0KICAgPGcgaWQ9InBhdGNoXzIiPg0KICAgIDxwYXRoIGQ9Ik0gNTIuMDUgMjU2LjM1ODU2MyANCkwgNDIxLjIgMjU2LjM1ODU2MyANCkwgNDIxLjIgMTAuOCANCkwgNTIuMDUgMTAuOCANCnoNCiIgc3R5bGU9ImZpbGw6I2VhZWFmMjsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMSI%2BDQogICAgPGcgaWQ9Inh0aWNrXzEiPg0KICAgICA8ZyBpZD0ibGluZTJkXzEiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjOTJkOThlMTkwKSIgZD0iTSA2OC44Mjk1NDUgMjU2LjM1ODU2MyANCkwgNjguODI5NTQ1IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yIj4NCiAgICAgIDxkZWZzPg0KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIA0KTCAwIDMuNSANCiIgaWQ9Im00Yzk3Mjk2Mzc4IiBzdHlsZT0ic3Ryb2tlOiMyNjI2MjY7Ii8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI2OC44Mjk1NDUiIHhsaW5rOmhyZWY9IiNtNGM5NzI5NjM3OCIgeT0iMjU2LjM1ODU2MyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzEiPg0KICAgICAgPCEtLSAzIC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzIiPg0KICAgICA8ZyBpZD0ibGluZTJkXzMiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjOTJkOThlMTkwKSIgZD0iTSAxMzUuOTQ3NzI3IDI1Ni4zNTg1NjMgDQpMIDEzNS45NDc3MjcgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzQiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMTM1Ljk0NzcyNyIgeGxpbms6aHJlZj0iI200Yzk3Mjk2Mzc4IiB5PSIyNTYuMzU4NTYzIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMiI%2BDQogICAgICA8IS0tIDQgLS0%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01MiIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja18zIj4NCiAgICAgPGcgaWQ9ImxpbmUyZF81Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYzkyZDk4ZTE5MCkiIGQ9Ik0gMjAzLjA2NTkwOSAyNTYuMzU4NTYzIA0KTCAyMDMuMDY1OTA5IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjIwMy4wNjU5MDkiIHhsaW5rOmhyZWY9IiNtNGM5NzI5NjM3OCIgeT0iMjU2LjM1ODU2MyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzMiPg0KICAgICAgPCEtLSA1IC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgIDxnIGlkPSJsaW5lMmRfNyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGM5MmQ5OGUxOTApIiBkPSJNIDI3MC4xODQwOTEgMjU2LjM1ODU2MyANCkwgMjcwLjE4NDA5MSAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfOCI%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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjcwLjA0NTk4NCAyNzUuODUyMDc4KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTU0Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%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%2BDQogICAgIDxnIGlkPSJ0ZXh0XzUiPg0KICAgICAgPCEtLSA3IC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzM3LjE2NDE2NiAyNzUuODUyMDc4KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTU1Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzYiPg0KICAgICA8ZyBpZD0ibGluZTJkXzExIj4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYzkyZDk4ZTE5MCkiIGQ9Ik0gNDA0LjQyMDQ1NSAyNTYuMzU4NTYzIA0KTCA0MDQuNDIwNDU1IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xMiI%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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDA0LjI4MjM0OCAyNzUuODUyMDc4KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTU2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICA8L2c%2BDQogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzIiPg0KICAgIDxnIGlkPSJ5dGlja18xIj4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGM5MmQ5OGUxOTApIiBkPSJNIDUyLjA1IDI1Ni4zNTg1NjMgDQpMIDQyMS4yIDI1Ni4zNTg1NjMgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BDQogICAgICA8ZGVmcz4NCiAgICAgICA8cGF0aCBkPSJNIDAgMCANCkwgLTMuNSAwIA0KIiBpZD0ibWQ5NjdmZDBiMmIiIHN0eWxlPSJzdHJva2U6IzI2MjYyNjsiLz4NCiAgICAgIDwvZGVmcz4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjUyLjA1IiB4bGluazpocmVmPSIjbWQ5NjdmZDBiMmIiIHk9IjI1Ni4zNTg1NjMiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF83Ij4NCiAgICAgIDwhLS0gMCAtLT4NCiAgICAgIDxkZWZzPg0KICAgICAgIDxwYXRoIGQ9Ik0gNC4xNTYyNSAzNS4yOTY4NzUgDQpRIDQuMTU2MjUgNDggNi43NjU2MjUgNTUuNzM0Mzc1IA0KUSA5LjM3NSA2My40ODQzNzUgMTQuNTE1NjI1IDY3LjY3MTg3NSANClEgMTkuNjcxODc1IDcxLjg3NSAyNy40ODQzNzUgNzEuODc1IA0KUSAzMy4yNSA3MS44NzUgMzcuNTkzNzUgNjkuNTQ2ODc1IA0KUSA0MS45Mzc1IDY3LjIzNDM3NSA0NC43NjU2MjUgNjIuODU5Mzc1IA0KUSA0Ny42MDkzNzUgNTguNSA0OS4yMTg3NSA1Mi4yMTg3NSANClEgNTAuODI4MTI1IDQ1Ljk1MzEyNSA1MC44MjgxMjUgMzUuMjk2ODc1IA0KUSA1MC44MjgxMjUgMjIuNzAzMTI1IDQ4LjIzNDM3NSAxNC45Njg3NSANClEgNDUuNjU2MjUgNy4yMzQzNzUgNDAuNSAzIA0KUSAzNS4zNTkzNzUgLTEuMjE4NzUgMjcuNDg0Mzc1IC0xLjIxODc1IA0KUSAxNy4xNDA2MjUgLTEuMjE4NzUgMTEuMjM0Mzc1IDYuMjAzMTI1IA0KUSA0LjE1NjI1IDE1LjE0MDYyNSA0LjE1NjI1IDM1LjI5Njg3NSANCnoNCk0gMTMuMTg3NSAzNS4yOTY4NzUgDQpRIDEzLjE4NzUgMTcuNjcxODc1IDE3LjMxMjUgMTEuODI4MTI1IA0KUSAyMS40Mzc1IDYgMjcuNDg0Mzc1IDYgDQpRIDMzLjU0Njg3NSA2IDM3LjY3MTg3NSAxMS44NTkzNzUgDQpRIDQxLjc5Njg3NSAxNy43MTg3NSA0MS43OTY4NzUgMzUuMjk2ODc1IA0KUSA0MS43OTY4NzUgNTIuOTg0Mzc1IDM3LjY3MTg3NSA1OC43ODEyNSANClEgMzMuNTQ2ODc1IDY0LjU5Mzc1IDI3LjM5MDYyNSA2NC41OTM3NSANClEgMjEuMzQzNzUgNjQuNTkzNzUgMTcuNzE4NzUgNTkuNDY4NzUgDQpRIDEzLjE4NzUgNTIuOTM3NSAxMy4xODc1IDM1LjI5Njg3NSANCnoNCiIgaWQ9IkFyaWFsTVQtNDgiLz4NCiAgICAgIDwvZGVmcz4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzNS45ODkwNjMgMjU5LjkzNzQ3KXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja18yIj4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGM5MmQ5OGUxOTApIiBkPSJNIDUyLjA1IDIyNy42OTg2IA0KTCA0MjEuMiAyMjcuNjk4NiANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzE2Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjUyLjA1IiB4bGluazpocmVmPSIjbWQ5NjdmZDBiMmIiIHk9IjIyNy42OTg2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfOCI%2BDQogICAgICA8IS0tIDI1IC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzAuNDI4MTI1IDIzMS4yNzc1MDcpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUwIi8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUzIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%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%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzAuNDI4MTI1IDIwMi42MTc1NDMpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUzIi8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%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%2BDQogICAgICA8IS0tIDc1IC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMwLjQyODEyNSAxNzMuOTU3NTgpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTU1Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUzIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%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%2BDQogICAgICA8IS0tIDEwMCAtLT4NCiAgICAgIDxkZWZzPg0KICAgICAgIDxwYXRoIGQ9Ik0gMzcuMjUgMCANCkwgMjguNDY4NzUgMCANCkwgMjguNDY4NzUgNTYgDQpRIDI1LjI5Njg3NSA1Mi45ODQzNzUgMjAuMTQwNjI1IDQ5Ljk1MzEyNSANClEgMTQuOTg0Mzc1IDQ2LjkyMTg3NSAxMC44OTA2MjUgNDUuNDA2MjUgDQpMIDEwLjg5MDYyNSA1My45MDYyNSANClEgMTguMjY1NjI1IDU3LjM3NSAyMy43ODEyNSA2Mi4yOTY4NzUgDQpRIDI5LjI5Njg3NSA2Ny4yMzQzNzUgMzEuNTkzNzUgNzEuODc1IA0KTCAzNy4yNSA3MS44NzUgDQp6DQoiIGlkPSJBcmlhbE1ULTQ5Ii8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjQuODY3MTg4IDE0NS4yOTc2MTcpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ5Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja182Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yMyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGM5MmQ5OGUxOTApIiBkPSJNIDUyLjA1IDExMy4wNTg3NDggDQpMIDQyMS4yIDExMy4wNTg3NDggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yNCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI1Mi4wNSIgeGxpbms6aHJlZj0iI21kOTY3ZmQwYjJiIiB5PSIxMTMuMDU4NzQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTIiPg0KICAgICAgPCEtLSAxMjUgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjQuODY3MTg4IDExNi42Mzc2NTQpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ5Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUwIi8%2BDQogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC01MyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja183Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yNSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGM5MmQ5OGUxOTApIiBkPSJNIDUyLjA1IDg0LjM5ODc4NSANCkwgNDIxLjIgODQuMzk4Nzg1IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjYiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNTIuMDUiIHhsaW5rOmhyZWY9IiNtZDk2N2ZkMGIyYiIgeT0iODQuMzk4Nzg1Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTMiPg0KICAgICAgPCEtLSAxNTAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjQuODY3MTg4IDg3Ljk3NzY5MSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDkiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTMiLz4NCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzgiPg0KICAgICA8ZyBpZD0ibGluZTJkXzI3Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYzkyZDk4ZTE5MCkiIGQ9Ik0gNTIuMDUgNTUuNzM4ODIyIA0KTCA0MjEuMiA1NS43Mzg4MjIgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yOCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI1Mi4wNSIgeGxpbms6aHJlZj0iI21kOTY3ZmQwYjJiIiB5PSI1NS43Mzg4MjIiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8xNCI%2BDQogICAgICA8IS0tIDE3NSAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNC44NjcxODggNTkuMzE3NzI4KXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC00OSIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC01NSIvPg0KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTMiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfOSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjkiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjOTJkOThlMTkwKSIgZD0iTSA1Mi4wNSAyNy4wNzg4NTkgDQpMIDQyMS4yIDI3LjA3ODg1OSANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzMwIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjUyLjA1IiB4bGluazpocmVmPSIjbWQ5NjdmZDBiMmIiIHk9IjI3LjA3ODg1OSIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzE1Ij4NCiAgICAgIDwhLS0gMjAwIC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI0Ljg2NzE4OCAzMC42NTc3NjUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUwIi8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ0ZXh0XzE2Ij4NCiAgICAgPCEtLSBGcmVxdWVuY3kgLS0%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%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%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%2BDQogICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxOC41NTIwMzEgMTU5LjU2MjQ4NSlyb3RhdGUoLTkwKXNjYWxlKDAuMTEgLTAuMTEpIj4NCiAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNzAiLz4NCiAgICAgIDx1c2UgeD0iNjEuMDgzOTg0IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTQiLz4NCiAgICAgIDx1c2UgeD0iOTQuMzg0NzY2IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDEiLz4NCiAgICAgIDx1c2UgeD0iMTUwIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTMiLz4NCiAgICAgIDx1c2UgeD0iMjA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE3Ii8%2BDQogICAgICA8dXNlIHg9IjI2MS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgPHVzZSB4PSIzMTYuODQ1NzAzIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTAiLz4NCiAgICAgIDx1c2UgeD0iMzcyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtOTkiLz4NCiAgICAgIDx1c2UgeD0iNDIyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTIxIi8%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMyI%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%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfOSI%2BDQogICAgPHBhdGggZD0iTSA0MjEuMiAyNTYuMzU4NTYzIA0KTCA0MjEuMiAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzEwIj4NCiAgICA8cGF0aCBkPSJNIDUyLjA1IDI1Ni4zNTg1NjMgDQpMIDQyMS4yIDI1Ni4zNTg1NjMgDQoiIHN0eWxlPSJmaWxsOm5vbmU7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTEiPg0KICAgIDxwYXRoIGQ9Ik0gNTIuMDUgMTAuOCANCkwgNDIxLjIgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgPC9nPg0KIDwvZz4NCiA8ZGVmcz4NCiAgPGNsaXBQYXRoIGlkPSJwYzkyZDk4ZTE5MCI%2BDQogICA8cmVjdCBoZWlnaHQ9IjI0NS41NTg1NjMiIHdpZHRoPSIzNjkuMTUiIHg9IjUyLjA1IiB5PSIxMC44Ii8%2BDQogIDwvY2xpcFBhdGg%2BDQogPC9kZWZzPg0KPC9zdmc%2BDQo%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=5)&lt;/div&gt;\n\n\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-114454914-frequency_table&quot;&gt;\n &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;4&quot;&gt;\n 4\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 204\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 51.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;8&quot;&gt;\n 8\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 103\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 25.9%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:50.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;6&quot;&gt;\n 6\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 84\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 21.1%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:41.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;3&quot;&gt;\n 3\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:2.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;5&quot;&gt;\n 5\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:1.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-114454914-extreme_values&quot;&gt;\n &lt;p class=&quot;h4&quot;&gt;Minimum 5 values&lt;/p&gt;\n&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;3&quot;&gt;\n 3\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:2.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;4&quot;&gt;\n 4\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 204\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 51.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;5&quot;&gt;\n 5\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:1.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;6&quot;&gt;\n 6\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 84\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 21.1%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:41.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;8&quot;&gt;\n 8\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 103\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 25.9%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:50.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n\n&lt;p class=&quot;h4&quot;&gt;Maximum 5 values&lt;/p&gt;\n&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;8&quot;&gt;\n 8\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 103\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 25.9%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:50.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;6&quot;&gt;\n 6\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 84\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 21.1%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:41.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;5&quot;&gt;\n 5\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:1.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;4&quot;&gt;\n 4\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 204\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 51.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;3&quot;&gt;\n 3\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:2.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n\n&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_displacement&quot;&gt;&lt;/a&gt;\n&lt;div class=&quot;row variable ignore&quot;&gt;\n &lt;div class=&quot;col-sm-3&quot;&gt;\n &lt;p class=&quot;h4&quot; title=&quot;displacement&quot;&gt;displacement&lt;br/&gt;\n &lt;small&gt;Highly correlated&lt;/small&gt;\n &lt;/p&gt;\n &lt;/div&gt;&lt;div class=&quot;col-sm-3&quot;&gt;\n &lt;p&gt;&lt;em&gt;This variable is highly correlated with &lt;a href=&quot;#pp_var_cylinders&quot;&gt;&lt;code&gt;cylinders&lt;/code&gt;&lt;/a&gt; and should be ignored for analysis&lt;/em&gt;&lt;/p&gt;\n&lt;/div&gt;\n&lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;table class=&quot;stats &quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Correlation&lt;/th&gt;\n &lt;td&gt;0.95072&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n&lt;/div&gt;\n&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_horsepower&quot;&gt;&lt;/a&gt;\n&lt;div class=&quot;row variable&quot;&gt;\n &lt;div class=&quot;col-sm-3&quot;&gt;\n &lt;p class=&quot;h4&quot; title=&quot;horsepower&quot;&gt;horsepower&lt;br/&gt;\n &lt;small&gt;Numeric&lt;/small&gt;\n &lt;/p&gt;\n &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;div class=&quot;row&quot;&gt;\n &lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;table class=&quot;stats&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Distinct count&lt;/th&gt;\n &lt;td&gt;94&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Unique (%)&lt;/th&gt;\n &lt;td&gt;23.6%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;alert&quot;&gt;\n &lt;th&gt;Missing (%)&lt;/th&gt;\n &lt;td&gt;1.5%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;alert&quot;&gt;\n &lt;th&gt;Missing (n)&lt;/th&gt;\n &lt;td&gt;6&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Infinite (%)&lt;/th&gt;\n &lt;td&gt;0.0%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Infinite (n)&lt;/th&gt;\n &lt;td&gt;0&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n\n &lt;/div&gt;\n &lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;table class=&quot;stats&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Mean&lt;/th&gt;\n &lt;td&gt;104.47&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Minimum&lt;/th&gt;\n &lt;td&gt;46&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Maximum&lt;/th&gt;\n &lt;td&gt;230&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Zeros (%)&lt;/th&gt;\n &lt;td&gt;0.0%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n&lt;/div&gt;\n&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minihistogram340185835&quot;&gt;\n &lt;img src=&quot;data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiIHN0YW5kYWxvbmU9Im5vIj8%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%2BDQogICA8cGF0aCBkPSJNIDAgMTA4IA0KTCAxNDQgMTA4IA0KTCAxNDQgMCANCkwgMCAwIA0Keg0KIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPg0KICA8L2c%2BDQogIDxnIGlkPSJheGVzXzEiPg0KICAgPGcgaWQ9InBhdGNoXzIiPg0KICAgIDxwYXRoIGQ9Ik0gMTQuMyA3Mi45MTE0MTggDQpMIDEzMy4yIDcyLjkxMTQxOCANCkwgMTMzLjIgMTAuOCANCkwgMTQuMyAxMC44IA0Keg0KIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18xIj4NCiAgICA8ZyBpZD0ieHRpY2tfMSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDg0NTAxYjQ5YjEpIiBkPSJNIDUxLjQyNjg3NyA3Mi45MTE0MTggDQpMIDUxLjQyNjg3NyAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMiI%2BDQogICAgICA8ZGVmcz4NCiAgICAgICA8cGF0aCBkPSJNIDAgMCANCkwgMCAzLjUgDQoiIGlkPSJtZjViZmNkZDk3NCIgc3R5bGU9InN0cm9rZTojMjYyNjI2OyIvPg0KICAgICAgPC9kZWZzPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNTEuNDI2ODc3IiB4bGluazpocmVmPSIjbWY1YmZjZGQ5NzQiIHk9IjcyLjkxMTQxOCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzEiPg0KICAgICAgPCEtLSAxMDAgLS0%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%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzIiPg0KICAgICA8ZyBpZD0ibGluZTJkXzMiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A4NDUwMWI0OWIxKSIgZD0iTSAxMTAuMTcxOTM3IDcyLjkxMTQxOCANCkwgMTEwLjE3MTkzNyAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfNCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIxMTAuMTcxOTM3IiB4bGluazpocmVmPSIjbWY1YmZjZGQ5NzQiIHk9IjcyLjkxMTQxOCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzIiPg0KICAgICAgPCEtLSAyMDAgLS0%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%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMyI%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%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNiI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A4NDUwMWI0OWIxKSIgZD0iTSA1Mi4xMzE4MTggNzIuOTExNDE4IA0KTCA2Mi45NDA5MDkgNzIuOTExNDE4IA0KTCA2Mi45NDA5MDkgNTEuMjIxNzE2IA0KTCA1Mi4xMzE4MTggNTEuMjIxNzE2IA0Keg0KIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzciPg0KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODQ1MDFiNDliMSkiIGQ9Ik0gNjIuOTQwOTA5IDcyLjkxMTQxOCANCkwgNzMuNzUgNzIuOTExNDE4IA0KTCA3My43NSA2My41NDU0MSANCkwgNjIuOTQwOTA5IDYzLjU0NTQxIA0Keg0KIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzgiPg0KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODQ1MDFiNDliMSkiIGQ9Ik0gNzMuNzUgNzIuOTExNDE4IA0KTCA4NC41NTkwOTEgNzIuOTExNDE4IA0KTCA4NC41NTkwOTEgNDkuNzQyODczIA0KTCA3My43NSA0OS43NDI4NzMgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfOSI%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%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A4NDUwMWI0OWIxKSIgZD0iTSAxMDYuMTc3MjczIDcyLjkxMTQxOCANCkwgMTE2Ljk4NjM2NCA3Mi45MTE0MTggDQpMIDExNi45ODYzNjQgNzAuNDQ2Njc5IA0KTCAxMDYuMTc3MjczIDcwLjQ0NjY3OSANCnoNCiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xMiI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A4NDUwMWI0OWIxKSIgZD0iTSAxMTYuOTg2MzY0IDcyLjkxMTQxOCANCkwgMTI3Ljc5NTQ1NSA3Mi45MTE0MTggDQpMIDEyNy43OTU0NTUgNjguOTY3ODM2IA0KTCAxMTYuOTg2MzY0IDY4Ljk2NzgzNiANCnoNCiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xMyI%2BDQogICAgPHBhdGggZD0iTSAxNC4zIDcyLjkxMTQxOCANCkwgMTQuMyAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzE0Ij4NCiAgICA8cGF0aCBkPSJNIDEzMy4yIDcyLjkxMTQxOCANCkwgMTMzLjIgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xNSI%2BDQogICAgPHBhdGggZD0iTSAxNC4zIDcyLjkxMTQxOCANCkwgMTMzLjIgNzIuOTExNDE4IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzE2Ij4NCiAgICA8cGF0aCBkPSJNIDE0LjMgMTAuOCANCkwgMTMzLjIgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgPC9nPg0KIDwvZz4NCiA8ZGVmcz4NCiAgPGNsaXBQYXRoIGlkPSJwODQ1MDFiNDliMSI%2BDQogICA8cmVjdCBoZWlnaHQ9IjYyLjExMTQxOCIgd2lkdGg9IjExOC45IiB4PSIxNC4zIiB5PSIxMC44Ii8%2BDQogIDwvY2xpcFBhdGg%2BDQogPC9kZWZzPg0KPC9zdmc%2BDQo%3D&quot; alt=&quot;Mini histogram&quot;&gt;\n&lt;/div&gt;\n&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n data-target=&quot;#descriptives340185835,#minihistogram340185835&quot;\n aria-expanded=&quot;false&quot; aria-controls=&quot;collapseExample&quot;&gt;\n Toggle details\n &lt;/a&gt;\n&lt;/div&gt;\n &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives340185835&quot;&gt;\n &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n &lt;a href=&quot;#340185835-statistics&quot;\n aria-controls=&quot;340185835-statistics&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Statistics&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#340185835-histogram&quot;\n aria-controls=&quot;340185835-histogram&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Histogram&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#340185835-frequency_table&quot;\n aria-controls=&quot;340185835-frequency_table&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#340185835-extreme_values&quot;\n aria-controls=&quot;340185835-extreme_values&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Extreme values&lt;/a&gt;\n &lt;/li&gt;\n &lt;/ul&gt;\n\n &lt;div class=&quot;tab-content&quot;&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;340185835-statistics&quot;&gt;\n &lt;div class=&quot;col-sm-4 col-sm-offset-1&quot;&gt;\n &lt;p class=&quot;h4&quot;&gt;Quantile statistics&lt;/p&gt;\n &lt;table class=&quot;stats indent&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Minimum&lt;/th&gt;\n &lt;td&gt;46&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;5-th percentile&lt;/th&gt;\n &lt;td&gt;60.55&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Q1&lt;/th&gt;\n &lt;td&gt;75&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Median&lt;/th&gt;\n &lt;td&gt;93.5&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Q3&lt;/th&gt;\n &lt;td&gt;126&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;95-th percentile&lt;/th&gt;\n &lt;td&gt;180&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Maximum&lt;/th&gt;\n &lt;td&gt;230&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Range&lt;/th&gt;\n &lt;td&gt;184&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Interquartile range&lt;/th&gt;\n &lt;td&gt;51&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n &lt;/div&gt;\n &lt;div class=&quot;col-sm-4 col-sm-offset-2&quot;&gt;\n &lt;p class=&quot;h4&quot;&gt;Descriptive statistics&lt;/p&gt;\n &lt;table class=&quot;stats indent&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Standard deviation&lt;/th&gt;\n &lt;td&gt;38.491&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Coef of variation&lt;/th&gt;\n &lt;td&gt;0.36844&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Kurtosis&lt;/th&gt;\n &lt;td&gt;0.69695&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Mean&lt;/th&gt;\n &lt;td&gt;104.47&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;MAD&lt;/th&gt;\n &lt;td&gt;30.36&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Skewness&lt;/th&gt;\n &lt;td&gt;1.0873&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Sum&lt;/th&gt;\n &lt;td&gt;40952&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Variance&lt;/th&gt;\n &lt;td&gt;1481.6&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Memory size&lt;/th&gt;\n &lt;td&gt;3.1 KiB&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n&lt;/div&gt;\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;340185835-histogram&quot;&gt;\n &lt;img src=&quot;data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiIHN0YW5kYWxvbmU9Im5vIj8%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%2BDQogICA8cGF0aCBkPSJNIDAgMjg4IA0KTCA0MzIgMjg4IA0KTCA0MzIgMCANCkwgMCAwIA0Keg0KIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPg0KICA8L2c%2BDQogIDxnIGlkPSJheGVzXzEiPg0KICAgPGcgaWQ9InBhdGNoXzIiPg0KICAgIDxwYXRoIGQ9Ik0gNTIuMDUgMjQ4LjQ5MiANCkwgNDIxLjIgMjQ4LjQ5MiANCkwgNDIxLjIgMTAuOCANCkwgNTIuMDUgMTAuOCANCnoNCiIgc3R5bGU9ImZpbGw6I2VhZWFmMjsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMSI%2BDQogICAgPGcgaWQ9Inh0aWNrXzEiPg0KICAgICA8ZyBpZD0ibGluZTJkXzEiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzNDNlOWUzODA5KSIgZD0iTSA3Ni4xMjUgMjQ4LjQ5MiANCkwgNzYuMTI1IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yIj4NCiAgICAgIDxkZWZzPg0KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIA0KTCAwIDMuNSANCiIgaWQ9Im1iNjUwZDQzZGJmIiBzdHlsZT0ic3Ryb2tlOiMyNjI2MjY7Ii8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI3Ni4xMjUiIHhsaW5rOmhyZWY9IiNtYjY1MGQ0M2RiZiIgeT0iMjQ4LjQ5MiIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%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%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%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzIiPg0KICAgICA8ZyBpZD0ibGluZTJkXzMiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzNDNlOWUzODA5KSIgZD0iTSAxMjEuNzIxNTkxIDI0OC40OTIgDQpMIDEyMS43MjE1OTEgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzQiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMTIxLjcyMTU5MSIgeGxpbms6aHJlZj0iI21iNjUwZDQzZGJmIiB5PSIyNDguNDkyIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMiI%2BDQogICAgICA8IS0tIDc1IC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTE5LjYxNzM5NiAyNzEuOTE3NjkxKXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTU1Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUzIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzMiPg0KICAgICA8ZyBpZD0ibGluZTJkXzUiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzNDNlOWUzODA5KSIgZD0iTSAxNjcuMzE4MTgyIDI0OC40OTIgDQpMIDE2Ny4zMTgxODIgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzYiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMTY3LjMxODE4MiIgeGxpbms6aHJlZj0iI21iNjUwZDQzZGJmIiB5PSIyNDguNDkyIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMyI%2BDQogICAgICA8IS0tIDEwMCAtLT4NCiAgICAgIDxkZWZzPg0KICAgICAgIDxwYXRoIGQ9Ik0gMzcuMjUgMCANCkwgMjguNDY4NzUgMCANCkwgMjguNDY4NzUgNTYgDQpRIDI1LjI5Njg3NSA1Mi45ODQzNzUgMjAuMTQwNjI1IDQ5Ljk1MzEyNSANClEgMTQuOTg0Mzc1IDQ2LjkyMTg3NSAxMC44OTA2MjUgNDUuNDA2MjUgDQpMIDEwLjg5MDYyNSA1My45MDYyNSANClEgMTguMjY1NjI1IDU3LjM3NSAyMy43ODEyNSA2Mi4yOTY4NzUgDQpRIDI5LjI5Njg3NSA2Ny4yMzQzNzUgMzEuNTkzNzUgNzEuODc1IA0KTCAzNy4yNSA3MS44NzUgDQp6DQoiIGlkPSJBcmlhbE1ULTQ5Ii8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTYzLjI0Nzg5OCAyNzUuODQ5ODY4KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ5Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja180Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF83Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMzQzZTllMzgwOSkiIGQ9Ik0gMjEyLjkxNDc3MyAyNDguNDkyIA0KTCAyMTIuOTE0NzczIDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF84Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjIxMi45MTQ3NzMiIHhsaW5rOmhyZWY9IiNtYjY1MGQ0M2RiZiIgeT0iMjQ4LjQ5MiIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzQiPg0KICAgICAgPCEtLSAxMjUgLS0%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%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzUiPg0KICAgICA8ZyBpZD0ibGluZTJkXzkiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzNDNlOWUzODA5KSIgZD0iTSAyNTguNTExMzY0IDI0OC40OTIgDQpMIDI1OC41MTEzNjQgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzEwIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjI1OC41MTEzNjQiIHhsaW5rOmhyZWY9IiNtYjY1MGQ0M2RiZiIgeT0iMjQ4LjQ5MiIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzUiPg0KICAgICAgPCEtLSAxNTAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjU0LjQ0MTA4IDI3NS44NDk4Njgpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDkiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTMiLz4NCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzYiPg0KICAgICA8ZyBpZD0ibGluZTJkXzExIj4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMzQzZTllMzgwOSkiIGQ9Ik0gMzA0LjEwNzk1NSAyNDguNDkyIA0KTCAzMDQuMTA3OTU1IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xMiI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIzMDQuMTA3OTU1IiB4bGluazpocmVmPSIjbWI2NTBkNDNkYmYiIHk9IjI0OC40OTIiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF82Ij4NCiAgICAgIDwhLS0gMTc1IC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMwMC4wMzc2NzEgMjc1Ljg0OTg2OClyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC00OSIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC01NSIvPg0KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTMiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieHRpY2tfNyI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTMiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzNDNlOWUzODA5KSIgZD0iTSAzNDkuNzA0NTQ1IDI0OC40OTIgDQpMIDM0OS43MDQ1NDUgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzE0Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjM0OS43MDQ1NDUiIHhsaW5rOmhyZWY9IiNtYjY1MGQ0M2RiZiIgeT0iMjQ4LjQ5MiIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzciPg0KICAgICAgPCEtLSAyMDAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzQ1LjYzNDI2MiAyNzUuODQ5ODY4KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUwIi8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja184Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDM0M2U5ZTM4MDkpIiBkPSJNIDM5NS4zMDExMzYgMjQ4LjQ5MiANCkwgMzk1LjMwMTEzNiAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTYiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMzk1LjMwMTEzNiIgeGxpbms6aHJlZj0iI21iNjUwZDQzZGJmIiB5PSIyNDguNDkyIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfOCI%2BDQogICAgICA8IS0tIDIyNSAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzOTEuMjMwODUzIDI3NS44NDk4Njgpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTAiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTAiLz4NCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUzIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICA8L2c%2BDQogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzIiPg0KICAgIDxnIGlkPSJ5dGlja18xIj4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDM0M2U5ZTM4MDkpIiBkPSJNIDUyLjA1IDI0OC40OTIgDQpMIDQyMS4yIDI0OC40OTIgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BDQogICAgICA8ZGVmcz4NCiAgICAgICA8cGF0aCBkPSJNIDAgMCANCkwgLTMuNSAwIA0KIiBpZD0ibWI3YTdhYzU0MzciIHN0eWxlPSJzdHJva2U6IzI2MjYyNjsiLz4NCiAgICAgIDwvZGVmcz4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjUyLjA1IiB4bGluazpocmVmPSIjbWI3YTdhYzU0MzciIHk9IjI0OC40OTIiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF85Ij4NCiAgICAgIDwhLS0gMCAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzNS45ODkwNjMgMjUyLjA3MDkwNylzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfMiI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTkiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzNDNlOWUzODA5KSIgZD0iTSA1Mi4wNSAyMTAuNzYzMTExIA0KTCA0MjEuMiAyMTAuNzYzMTExIA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjAiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNTIuMDUiIHhsaW5rOmhyZWY9IiNtYjdhN2FjNTQzNyIgeT0iMjEwLjc2MzExMSIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzEwIj4NCiAgICAgIDwhLS0gMjAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzAuNDI4MTI1IDIxNC4zNDIwMTgpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUwIi8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%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%2BDQogICAgICA8IS0tIDQwIC0tPg0KICAgICAgPGRlZnM%2BDQogICAgICAgPHBhdGggZD0iTSAzMi4zMjgxMjUgMCANCkwgMzIuMzI4MTI1IDE3LjE0MDYyNSANCkwgMS4yNjU2MjUgMTcuMTQwNjI1IA0KTCAxLjI2NTYyNSAyNS4yMDMxMjUgDQpMIDMzLjkzNzUgNzEuNTc4MTI1IA0KTCA0MS4xMDkzNzUgNzEuNTc4MTI1IA0KTCA0MS4xMDkzNzUgMjUuMjAzMTI1IA0KTCA1MC43ODEyNSAyNS4yMDMxMjUgDQpMIDUwLjc4MTI1IDE3LjE0MDYyNSANCkwgNDEuMTA5Mzc1IDE3LjE0MDYyNSANCkwgNDEuMTA5Mzc1IDAgDQp6DQpNIDMyLjMyODEyNSAyNS4yMDMxMjUgDQpMIDMyLjMyODEyNSA1Ny40Njg3NSANCkwgOS45MDYyNSAyNS4yMDMxMjUgDQp6DQoiIGlkPSJBcmlhbE1ULTUyIi8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzAuNDI4MTI1IDE3Ni42MTMxMjkpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUyIi8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzQiPg0KICAgICA8ZyBpZD0ibGluZTJkXzIzIj4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMzQzZTllMzgwOSkiIGQ9Ik0gNTIuMDUgMTM1LjMwNTMzNCANCkwgNDIxLjIgMTM1LjMwNTMzNCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzI0Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjUyLjA1IiB4bGluazpocmVmPSIjbWI3YTdhYzU0MzciIHk9IjEzNS4zMDUzMzQiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8xMiI%2BDQogICAgICA8IS0tIDYwIC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01NCIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja181Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yNSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDM0M2U5ZTM4MDkpIiBkPSJNIDUyLjA1IDk3LjU3NjQ0NSANCkwgNDIxLjIgOTcuNTc2NDQ1IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjYiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNTIuMDUiIHhsaW5rOmhyZWY9IiNtYjdhN2FjNTQzNyIgeT0iOTcuNTc2NDQ1Ii8%2BDQogICAgICA8L2c%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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzAuNDI4MTI1IDEwMS4xNTUzNTEpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTU2Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzYiPg0KICAgICA8ZyBpZD0ibGluZTJkXzI3Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMzQzZTllMzgwOSkiIGQ9Ik0gNTIuMDUgNTkuODQ3NTU2IA0KTCA0MjEuMiA1OS44NDc1NTYgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yOCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI1Mi4wNSIgeGxpbms6aHJlZj0iI21iN2E3YWM1NDM3IiB5PSI1OS44NDc1NTYiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8xNCI%2BDQogICAgICA8IS0tIDEwMCAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNC44NjcxODggNjMuNDI2NDYyKXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC00OSIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfNyI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjkiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzNDNlOWUzODA5KSIgZD0iTSA1Mi4wNSAyMi4xMTg2NjcgDQpMIDQyMS4yIDIyLjExODY2NyANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzMwIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjUyLjA1IiB4bGluazpocmVmPSIjbWI3YTdhYzU0MzciIHk9IjIyLjExODY2NyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzE1Ij4NCiAgICAgIDwhLS0gMTIwIC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI0Ljg2NzE4OCAyNS42OTc1NzMpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ5Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUwIi8%2BDQogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ0ZXh0XzE2Ij4NCiAgICAgPCEtLSBGcmVxdWVuY3kgLS0%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%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%2BDQogICAgICA8cGF0aCBkPSJNIDQwLjQzNzUgMTkgDQpMIDQ5LjA3ODEyNSAxNy44NzUgDQpRIDQ3LjY1NjI1IDguOTM3NSA0MS44MTI1IDMuODc1IA0KUSAzNS45ODQzNzUgLTEuMTcxODc1IDI3LjQ4NDM3NSAtMS4xNzE4NzUgDQpRIDE2Ljg0Mzc1IC0xLjE3MTg3NSAxMC4zNzUgNS43ODEyNSANClEgMy45MDYyNSAxMi43NSAzLjkwNjI1IDI1LjczNDM3NSANClEgMy45MDYyNSAzNC4xMjUgNi42ODc1IDQwLjQyMTg3NSANClEgOS40Njg3NSA0Ni43MzQzNzUgMTUuMTU2MjUgNDkuODc1IA0KUSAyMC44NDM3NSA1My4wMzEyNSAyNy41NDY4NzUgNTMuMDMxMjUgDQpRIDM1Ljk4NDM3NSA1My4wMzEyNSA0MS4zNTkzNzUgNDguNzUgDQpRIDQ2LjczNDM3NSA0NC40ODQzNzUgNDguMjUgMzYuNjI1IA0KTCAzOS43MDMxMjUgMzUuMjk2ODc1IA0KUSAzOC40ODQzNzUgNDAuNTMxMjUgMzUuMzc1IDQzLjE1NjI1IA0KUSAzMi4yODEyNSA0NS43OTY4NzUgMjcuODc1IDQ1Ljc5Njg3NSANClEgMjEuMjM0Mzc1IDQ1Ljc5Njg3NSAxNy4wNzgxMjUgNDEuMDMxMjUgDQpRIDEyLjkzNzUgMzYuMjgxMjUgMTIuOTM3NSAyNS45ODQzNzUgDQpRIDEyLjkzNzUgMTUuNTMxMjUgMTYuOTM3NSAxMC43OTY4NzUgDQpRIDIwLjk1MzEyNSA2LjA2MjUgMjcuMzkwNjI1IDYuMDYyNSANClEgMzIuNTYyNSA2LjA2MjUgMzYuMDMxMjUgOS4yMzQzNzUgDQpRIDM5LjUgMTIuNDA2MjUgNDAuNDM3NSAxOSANCnoNCiIgaWQ9IkFyaWFsTVQtOTkiLz4NCiAgICAgIDxwYXRoIGQ9Ik0gNi4yMDMxMjUgLTE5Ljk2ODc1IA0KTCA1LjIxODc1IC0xMS43MTg3NSANClEgOC4xMDkzNzUgLTEyLjUgMTAuMjUgLTEyLjUgDQpRIDEzLjE4NzUgLTEyLjUgMTQuOTM3NSAtMTEuNTE1NjI1IA0KUSAxNi43MDMxMjUgLTEwLjU0Njg3NSAxNy44MjgxMjUgLTguNzk2ODc1IA0KUSAxOC42NTYyNSAtNy40Njg3NSAyMC41MTU2MjUgLTIuMjUgDQpRIDIwLjc1IC0xLjUxNTYyNSAyMS4yOTY4NzUgLTAuMDkzNzUgDQpMIDEuNjA5Mzc1IDUxLjg1OTM3NSANCkwgMTEuMDc4MTI1IDUxLjg1OTM3NSANCkwgMjEuODc1IDIxLjgyODEyNSANClEgMjMuOTY4NzUgMTYuMTA5Mzc1IDI1LjY0MDYyNSA5LjgxMjUgDQpRIDI3LjE1NjI1IDE1Ljg3NSAyOS4yNSAyMS42MjUgDQpMIDQwLjMyODEyNSA1MS44NTkzNzUgDQpMIDQ5LjEyNSA1MS44NTkzNzUgDQpMIDI5LjM5MDYyNSAtMC44NzUgDQpRIDI2LjIxODc1IC05LjQyMTg3NSAyNC40Njg3NSAtMTIuNjQwNjI1IA0KUSAyMi4xMjUgLTE3IDE5LjA5Mzc1IC0xOS4wMTU2MjUgDQpRIDE2LjA2MjUgLTIxLjA0Njg3NSAxMS44NTkzNzUgLTIxLjA0Njg3NSANClEgOS4zMjgxMjUgLTIxLjA0Njg3NSA2LjIwMzEyNSAtMTkuOTY4NzUgDQp6DQoiIGlkPSJBcmlhbE1ULTEyMSIvPg0KICAgICA8L2RlZnM%2BDQogICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxOC41NTIwMzEgMTU1LjYyOTIwMylyb3RhdGUoLTkwKXNjYWxlKDAuMTEgLTAuMTEpIj4NCiAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNzAiLz4NCiAgICAgIDx1c2UgeD0iNjEuMDgzOTg0IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTQiLz4NCiAgICAgIDx1c2UgeD0iOTQuMzg0NzY2IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDEiLz4NCiAgICAgIDx1c2UgeD0iMTUwIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTMiLz4NCiAgICAgIDx1c2UgeD0iMjA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE3Ii8%2BDQogICAgICA8dXNlIHg9IjI2MS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgPHVzZSB4PSIzMTYuODQ1NzAzIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTAiLz4NCiAgICAgIDx1c2UgeD0iMzcyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtOTkiLz4NCiAgICAgIDx1c2UgeD0iNDIyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTIxIi8%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMyI%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%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNiI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzNDNlOWUzODA5KSIgZD0iTSAxNjkuNTA2ODE4IDI0OC40OTIgDQpMIDIwMy4wNjU5MDkgMjQ4LjQ5MiANCkwgMjAzLjA2NTkwOSAxNjUuNDg4NDQ1IA0KTCAxNjkuNTA2ODE4IDE2NS40ODg0NDUgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNyI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzNDNlOWUzODA5KSIgZD0iTSAyMDMuMDY1OTA5IDI0OC40OTIgDQpMIDIzNi42MjUgMjQ4LjQ5MiANCkwgMjM2LjYyNSAyMTIuNjQ5NTU2IA0KTCAyMDMuMDY1OTA5IDIxMi42NDk1NTYgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfOCI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzNDNlOWUzODA5KSIgZD0iTSAyMzYuNjI1IDI0OC40OTIgDQpMIDI3MC4xODQwOTEgMjQ4LjQ5MiANCkwgMjcwLjE4NDA5MSAxNTkuODI5MTExIA0KTCAyMzYuNjI1IDE1OS44MjkxMTEgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfOSI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzNDNlOWUzODA5KSIgZD0iTSAyNzAuMTg0MDkxIDI0OC40OTIgDQpMIDMwMy43NDMxODIgMjQ4LjQ5MiANCkwgMzAzLjc0MzE4MiAyMjMuOTY4MjIzIA0KTCAyNzAuMTg0MDkxIDIyMy45NjgyMjMgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%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%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzNDNlOWUzODA5KSIgZD0iTSAzNzAuODYxMzY0IDI0OC40OTIgDQpMIDQwNC40MjA0NTUgMjQ4LjQ5MiANCkwgNDA0LjQyMDQ1NSAyMzMuNDAwNDQ1IA0KTCAzNzAuODYxMzY0IDIzMy40MDA0NDUgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTMiPg0KICAgIDxwYXRoIGQ9Ik0gNTIuMDUgMjQ4LjQ5MiANCkwgNTIuMDUgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xNCI%2BDQogICAgPHBhdGggZD0iTSA0MjEuMiAyNDguNDkyIA0KTCA0MjEuMiAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzE1Ij4NCiAgICA8cGF0aCBkPSJNIDUyLjA1IDI0OC40OTIgDQpMIDQyMS4yIDI0OC40OTIgDQoiIHN0eWxlPSJmaWxsOm5vbmU7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTYiPg0KICAgIDxwYXRoIGQ9Ik0gNTIuMDUgMTAuOCANCkwgNDIxLjIgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgPC9nPg0KIDwvZz4NCiA8ZGVmcz4NCiAgPGNsaXBQYXRoIGlkPSJwMzQzZTllMzgwOSI%2BDQogICA8cmVjdCBoZWlnaHQ9IjIzNy42OTIiIHdpZHRoPSIzNjkuMTUiIHg9IjUyLjA1IiB5PSIxMC44Ii8%2BDQogIDwvY2xpcFBhdGg%2BDQogPC9kZWZzPg0KPC9zdmc%2BDQo%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=10)&lt;/div&gt;\n\n\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;340185835-frequency_table&quot;&gt;\n &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;150&quot;&gt;\n 150\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 22\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 5.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:9.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;90&quot;&gt;\n 90\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 20\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 5.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:8.6%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;88&quot;&gt;\n 88\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 19\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:8.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;110&quot;&gt;\n 110\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 18\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:7.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;100&quot;&gt;\n 100\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 17\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:7.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;75&quot;&gt;\n 75\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 14\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:6.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;95&quot;&gt;\n 95\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 14\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:6.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;105&quot;&gt;\n 105\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 12\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:5.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;67&quot;&gt;\n 67\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 12\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:5.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;70&quot;&gt;\n 70\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 12\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:5.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;other&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;Other values (83)&quot;&gt;\n Other values (83)\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 232\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 58.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;340185835-extreme_values&quot;&gt;\n &lt;p class=&quot;h4&quot;&gt;Minimum 5 values&lt;/p&gt;\n&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;46&quot;&gt;\n 46\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 2\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:50.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;48&quot;&gt;\n 48\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:75.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;49&quot;&gt;\n 49\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:25.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;52&quot;&gt;\n 52\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;53&quot;&gt;\n 53\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 2\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:50.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n\n&lt;p class=&quot;h4&quot;&gt;Maximum 5 values&lt;/p&gt;\n&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;230&quot;&gt;\n 230\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:33.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;225&quot;&gt;\n 225\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;220&quot;&gt;\n 220\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:33.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;215&quot;&gt;\n 215\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;210&quot;&gt;\n 210\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:33.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n\n&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_model_year&quot;&gt;&lt;/a&gt;\n&lt;div class=&quot;row variable&quot;&gt;\n &lt;div class=&quot;col-sm-3&quot;&gt;\n &lt;p class=&quot;h4&quot; title=&quot;model_year&quot;&gt;model_year&lt;br/&gt;\n &lt;small&gt;Numeric&lt;/small&gt;\n &lt;/p&gt;\n &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;div class=&quot;row&quot;&gt;\n &lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;table class=&quot;stats&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Distinct count&lt;/th&gt;\n &lt;td&gt;13&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Unique (%)&lt;/th&gt;\n &lt;td&gt;3.3%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Missing (%)&lt;/th&gt;\n &lt;td&gt;0.0%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Missing (n)&lt;/th&gt;\n &lt;td&gt;0&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Infinite (%)&lt;/th&gt;\n &lt;td&gt;0.0%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Infinite (n)&lt;/th&gt;\n &lt;td&gt;0&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n\n &lt;/div&gt;\n &lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;table class=&quot;stats&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Mean&lt;/th&gt;\n &lt;td&gt;76.01&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Minimum&lt;/th&gt;\n &lt;td&gt;70&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Maximum&lt;/th&gt;\n &lt;td&gt;82&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Zeros (%)&lt;/th&gt;\n &lt;td&gt;0.0%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n&lt;/div&gt;\n&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minihistogram-396234570&quot;&gt;\n &lt;img src=&quot;data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiIHN0YW5kYWxvbmU9Im5vIj8%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%2BDQogICA8cGF0aCBkPSJNIDAgMTA4IA0KTCAxNDQgMTA4IA0KTCAxNDQgMCANCkwgMCAwIA0Keg0KIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPg0KICA8L2c%2BDQogIDxnIGlkPSJheGVzXzEiPg0KICAgPGcgaWQ9InBhdGNoXzIiPg0KICAgIDxwYXRoIGQ9Ik0gMTQuMyA3Ni4wOTMzOTggDQpMIDEzMy4yIDc2LjA5MzM5OCANCkwgMTMzLjIgMTAuOCANCkwgMTQuMyAxMC44IA0Keg0KIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18xIj4NCiAgICA8ZyBpZD0ieHRpY2tfMSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGZkNzcyNjI0MjMpIiBkPSJNIDE5LjcwNDU0NSA3Ni4wOTMzOTggDQpMIDE5LjcwNDU0NSAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMiI%2BDQogICAgICA8ZGVmcz4NCiAgICAgICA8cGF0aCBkPSJNIDAgMCANCkwgMCAzLjUgDQoiIGlkPSJtZmYzMTcxMDJlOCIgc3R5bGU9InN0cm9rZTojMjYyNjI2OyIvPg0KICAgICAgPC9kZWZzPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMTkuNzA0NTQ1IiB4bGluazpocmVmPSIjbWZmMzE3MTAyZTgiIHk9Ijc2LjA5MzM5OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%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%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGZkNzcyNjI0MjMpIiBkPSJNIDY0Ljc0MjQyNCA3Ni4wOTMzOTggDQpMIDY0Ljc0MjQyNCAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfNCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI2NC43NDI0MjQiIHhsaW5rOmhyZWY9IiNtZmYzMTcxMDJlOCIgeT0iNzYuMDkzMzk4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMiI%2BDQogICAgICA8IS0tIDc1IC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGZkNzcyNjI0MjMpIiBkPSJNIDEwOS43ODAzMDMgNzYuMDkzMzk4IA0KTCAxMDkuNzgwMzAzIDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjEwOS43ODAzMDMiIHhsaW5rOmhyZWY9IiNtZmYzMTcxMDJlOCIgeT0iNzYuMDkzMzk4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMyI%2BDQogICAgICA8IS0tIDgwIC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMyI%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%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNiI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BmZDc3MjYyNDIzKSIgZD0iTSA1Mi4xMzE4MTggNzYuMDkzMzk4IA0KTCA2Mi45NDA5MDkgNzYuMDkzMzk4IA0KTCA2Mi45NDA5MDkgNDkuMDEzMTg3IA0KTCA1Mi4xMzE4MTggNDkuMDEzMTg3IA0Keg0KIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzciPg0KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZmQ3NzI2MjQyMykiIGQ9Ik0gNjIuOTQwOTA5IDc2LjA5MzM5OCANCkwgNzMuNzUgNzYuMDkzMzk4IA0KTCA3My43NSA0Ni4wMDQyNzUgDQpMIDYyLjk0MDkwOSA0Ni4wMDQyNzUgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfOCI%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%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BmZDc3MjYyNDIzKSIgZD0iTSAxMDYuMTc3MjczIDc2LjA5MzM5OCANCkwgMTE2Ljk4NjM2NCA3Ni4wOTMzOTggDQpMIDExNi45ODYzNjQgNDcuMDA3MjQ1IA0KTCAxMDYuMTc3MjczIDQ3LjAwNzI0NSANCnoNCiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xMiI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BmZDc3MjYyNDIzKSIgZD0iTSAxMTYuOTg2MzY0IDc2LjA5MzM5OCANCkwgMTI3Ljc5NTQ1NSA3Ni4wOTMzOTggDQpMIDEyNy43OTU0NTUgMTUuOTE1MTUxIA0KTCAxMTYuOTg2MzY0IDE1LjkxNTE1MSANCnoNCiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xMyI%2BDQogICAgPHBhdGggZD0iTSAxNC4zIDc2LjA5MzM5OCANCkwgMTQuMyAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzE0Ij4NCiAgICA8cGF0aCBkPSJNIDEzMy4yIDc2LjA5MzM5OCANCkwgMTMzLjIgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xNSI%2BDQogICAgPHBhdGggZD0iTSAxNC4zIDc2LjA5MzM5OCANCkwgMTMzLjIgNzYuMDkzMzk4IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzE2Ij4NCiAgICA8cGF0aCBkPSJNIDE0LjMgMTAuOCANCkwgMTMzLjIgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgPC9nPg0KIDwvZz4NCiA8ZGVmcz4NCiAgPGNsaXBQYXRoIGlkPSJwZmQ3NzI2MjQyMyI%2BDQogICA8cmVjdCBoZWlnaHQ9IjY1LjI5MzM5OCIgd2lkdGg9IjExOC45IiB4PSIxNC4zIiB5PSIxMC44Ii8%2BDQogIDwvY2xpcFBhdGg%2BDQogPC9kZWZzPg0KPC9zdmc%2BDQo%3D&quot; alt=&quot;Mini histogram&quot;&gt;\n&lt;/div&gt;\n&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n data-target=&quot;#descriptives-396234570,#minihistogram-396234570&quot;\n aria-expanded=&quot;false&quot; aria-controls=&quot;collapseExample&quot;&gt;\n Toggle details\n &lt;/a&gt;\n&lt;/div&gt;\n &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives-396234570&quot;&gt;\n &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n &lt;a href=&quot;#-396234570-statistics&quot;\n aria-controls=&quot;-396234570-statistics&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Statistics&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#-396234570-histogram&quot;\n aria-controls=&quot;-396234570-histogram&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Histogram&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#-396234570-frequency_table&quot;\n aria-controls=&quot;-396234570-frequency_table&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#-396234570-extreme_values&quot;\n aria-controls=&quot;-396234570-extreme_values&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Extreme values&lt;/a&gt;\n &lt;/li&gt;\n &lt;/ul&gt;\n\n &lt;div class=&quot;tab-content&quot;&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;-396234570-statistics&quot;&gt;\n &lt;div class=&quot;col-sm-4 col-sm-offset-1&quot;&gt;\n &lt;p class=&quot;h4&quot;&gt;Quantile statistics&lt;/p&gt;\n &lt;table class=&quot;stats indent&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Minimum&lt;/th&gt;\n &lt;td&gt;70&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;5-th percentile&lt;/th&gt;\n &lt;td&gt;70&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Q1&lt;/th&gt;\n &lt;td&gt;73&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Median&lt;/th&gt;\n &lt;td&gt;76&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Q3&lt;/th&gt;\n &lt;td&gt;79&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;95-th percentile&lt;/th&gt;\n &lt;td&gt;82&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Maximum&lt;/th&gt;\n &lt;td&gt;82&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Range&lt;/th&gt;\n &lt;td&gt;12&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Interquartile range&lt;/th&gt;\n &lt;td&gt;6&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n &lt;/div&gt;\n &lt;div class=&quot;col-sm-4 col-sm-offset-2&quot;&gt;\n &lt;p class=&quot;h4&quot;&gt;Descriptive statistics&lt;/p&gt;\n &lt;table class=&quot;stats indent&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Standard deviation&lt;/th&gt;\n &lt;td&gt;3.6976&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Coef of variation&lt;/th&gt;\n &lt;td&gt;0.048647&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Kurtosis&lt;/th&gt;\n &lt;td&gt;-1.1812&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Mean&lt;/th&gt;\n &lt;td&gt;76.01&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;MAD&lt;/th&gt;\n &lt;td&gt;3.1767&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Skewness&lt;/th&gt;\n &lt;td&gt;0.011535&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Sum&lt;/th&gt;\n &lt;td&gt;30252&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Variance&lt;/th&gt;\n &lt;td&gt;13.672&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Memory size&lt;/th&gt;\n &lt;td&gt;3.1 KiB&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n&lt;/div&gt;\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-396234570-histogram&quot;&gt;\n &lt;img 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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTE4LjE0MDEyMyAyNzUuODA2Nzc5KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTU1Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUwIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzMiPg0KICAgICA8ZyBpZD0ibGluZTJkXzUiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5OTU2MzQyNDgyKSIgZD0iTSAxNzcuMDI4NDA5IDI1Mi4zODEwODggDQpMIDE3Ny4wMjg0MDkgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzYiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMTc3LjAyODQwOSIgeGxpbms6aHJlZj0iI21jZjE5OTA1NjBiIiB5PSIyNTIuMzgxMDg4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMyI%2BDQogICAgICA8IS0tIDc0IC0tPg0KICAgICAgPGRlZnM%2BDQogICAgICAgPHBhdGggZD0iTSAzMi4zMjgxMjUgMCANCkwgMzIuMzI4MTI1IDE3LjE0MDYyNSANCkwgMS4yNjU2MjUgMTcuMTQwNjI1IA0KTCAxLjI2NTYyNSAyNS4yMDMxMjUgDQpMIDMzLjkzNzUgNzEuNTc4MTI1IA0KTCA0MS4xMDkzNzUgNzEuNTc4MTI1IA0KTCA0MS4xMDkzNzUgMjUuMjAzMTI1IA0KTCA1MC43ODEyNSAyNS4yMDMxMjUgDQpMIDUwLjc4MTI1IDE3LjE0MDYyNSANCkwgNDEuMTA5Mzc1IDE3LjE0MDYyNSANCkwgNDEuMTA5Mzc1IDAgDQp6DQpNIDMyLjMyODEyNSAyNS4yMDMxMjUgDQpMIDMyLjMyODEyNSA1Ny40Njg3NSANCkwgOS45MDYyNSAyNS4yMDMxMjUgDQp6DQoiIGlkPSJBcmlhbE1ULTUyIi8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTc0LjkyNDIxNCAyNzUuODA2Nzc5KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTU1Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUyIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzQiPg0KICAgICA8ZyBpZD0ibGluZTJkXzciPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5OTU2MzQyNDgyKSIgZD0iTSAyMzMuODEyNSAyNTIuMzgxMDg4IA0KTCAyMzMuODEyNSAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfOCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIyMzMuODEyNSIgeGxpbms6aHJlZj0iI21jZjE5OTA1NjBiIiB5PSIyNTIuMzgxMDg4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfNCI%2BDQogICAgICA8IS0tIDc2IC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgIDxnIGlkPSJsaW5lMmRfOSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk5NTYzNDI0ODIpIiBkPSJNIDI5MC41OTY1OTEgMjUyLjM4MTA4OCANCkwgMjkwLjU5NjU5MSAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTAiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMjkwLjU5NjU5MSIgeGxpbms6aHJlZj0iI21jZjE5OTA1NjBiIiB5PSIyNTIuMzgxMDg4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfNSI%2BDQogICAgICA8IS0tIDc4IC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTEiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5OTU2MzQyNDgyKSIgZD0iTSAzNDcuMzgwNjgyIDI1Mi4zODEwODggDQpMIDM0Ny4zODA2ODIgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzEyIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjM0Ny4zODA2ODIiIHhsaW5rOmhyZWY9IiNtY2YxOTkwNTYwYiIgeT0iMjUyLjM4MTA4OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzYiPg0KICAgICAgPCEtLSA4MCAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzNDUuMjc2NDg3IDI3NS44MDY3Nzkpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTYiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieHRpY2tfNyI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTMiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5OTU2MzQyNDgyKSIgZD0iTSA0MDQuMTY0NzczIDI1Mi4zODEwODggDQpMIDQwNC4xNjQ3NzMgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzE0Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQwNC4xNjQ3NzMiIHhsaW5rOmhyZWY9IiNtY2YxOTkwNTYwYiIgeT0iMjUyLjM4MTA4OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzciPg0KICAgICAgPCEtLSA4MiAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg0MDIuMDYwNTc4IDI3NS44MDY3Nzkpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTYiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTAiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMiI%2BDQogICAgPGcgaWQ9Inl0aWNrXzEiPg0KICAgICA8ZyBpZD0ibGluZTJkXzE1Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTk1NjM0MjQ4MikiIGQ9Ik0gNDYuNDI1IDI1Mi4zODEwODggDQpMIDQyMS4yIDI1Mi4zODEwODggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNiI%2BDQogICAgICA8ZGVmcz4NCiAgICAgICA8cGF0aCBkPSJNIDAgMCANCkwgLTMuNSAwIA0KIiBpZD0ibWFlZjc5NjUxMzUiIHN0eWxlPSJzdHJva2U6IzI2MjYyNjsiLz4NCiAgICAgIDwvZGVmcz4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI21hZWY3OTY1MTM1IiB5PSIyNTIuMzgxMDg4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfOCI%2BDQogICAgICA8IS0tIDAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzAuMzY0MDYzIDI1NS45NTk5OTQpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzIiPg0KICAgICA8ZyBpZD0ibGluZTJkXzE3Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTk1NjM0MjQ4MikiIGQ9Ik0gNDYuNDI1IDIxNS4yNzE4NTggDQpMIDQyMS4yIDIxNS4yNzE4NTggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI0Ni40MjUiIHhsaW5rOmhyZWY9IiNtYWVmNzk2NTEzNSIgeT0iMjE1LjI3MTg1OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzkiPg0KICAgICAgPCEtLSAxMCAtLT4NCiAgICAgIDxkZWZzPg0KICAgICAgIDxwYXRoIGQ9Ik0gMzcuMjUgMCANCkwgMjguNDY4NzUgMCANCkwgMjguNDY4NzUgNTYgDQpRIDI1LjI5Njg3NSA1Mi45ODQzNzUgMjAuMTQwNjI1IDQ5Ljk1MzEyNSANClEgMTQuOTg0Mzc1IDQ2LjkyMTg3NSAxMC44OTA2MjUgNDUuNDA2MjUgDQpMIDEwLjg5MDYyNSA1My45MDYyNSANClEgMTguMjY1NjI1IDU3LjM3NSAyMy43ODEyNSA2Mi4yOTY4NzUgDQpRIDI5LjI5Njg3NSA2Ny4yMzQzNzUgMzEuNTkzNzUgNzEuODc1IA0KTCAzNy4yNSA3MS44NzUgDQp6DQoiIGlkPSJBcmlhbE1ULTQ5Ii8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjQuODAzMTI1IDIxOC44NTA3NjQpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ5Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzMiPg0KICAgICA8ZyBpZD0ibGluZTJkXzE5Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTk1NjM0MjQ4MikiIGQ9Ik0gNDYuNDI1IDE3OC4xNjI2MjggDQpMIDQyMS4yIDE3OC4xNjI2MjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yMCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI0Ni40MjUiIHhsaW5rOmhyZWY9IiNtYWVmNzk2NTEzNSIgeT0iMTc4LjE2MjYyOCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzEwIj4NCiAgICAgIDwhLS0gMjAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjQuODAzMTI1IDE4MS43NDE1MzQpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUwIi8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzQiPg0KICAgICA8ZyBpZD0ibGluZTJkXzIxIj4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTk1NjM0MjQ4MikiIGQ9Ik0gNDYuNDI1IDE0MS4wNTMzOTggDQpMIDQyMS4yIDE0MS4wNTMzOTggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yMiI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI0Ni40MjUiIHhsaW5rOmhyZWY9IiNtYWVmNzk2NTEzNSIgeT0iMTQxLjA1MzM5OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzExIj4NCiAgICAgIDwhLS0gMzAgLS0%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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjQuODAzMTI1IDE0NC42MzIzMDQpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUxIi8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzUiPg0KICAgICA8ZyBpZD0ibGluZTJkXzIzIj4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTk1NjM0MjQ4MikiIGQ9Ik0gNDYuNDI1IDEwMy45NDQxNjcgDQpMIDQyMS4yIDEwMy45NDQxNjcgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yNCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI0Ni40MjUiIHhsaW5rOmhyZWY9IiNtYWVmNzk2NTEzNSIgeT0iMTAzLjk0NDE2NyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzEyIj4NCiAgICAgIDwhLS0gNDAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjQuODAzMTI1IDEwNy41MjMwNzQpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUyIi8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzYiPg0KICAgICA8ZyBpZD0ibGluZTJkXzI1Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTk1NjM0MjQ4MikiIGQ9Ik0gNDYuNDI1IDY2LjgzNDkzNyANCkwgNDIxLjIgNjYuODM0OTM3IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjYiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNDYuNDI1IiB4bGluazpocmVmPSIjbWFlZjc5NjUxMzUiIHk9IjY2LjgzNDkzNyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzEzIj4NCiAgICAgIDwhLS0gNTAgLS0%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%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzciPg0KICAgICA8ZyBpZD0ibGluZTJkXzI3Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTk1NjM0MjQ4MikiIGQ9Ik0gNDYuNDI1IDI5LjcyNTcwNyANCkwgNDIxLjIgMjkuNzI1NzA3IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjgiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNDYuNDI1IiB4bGluazpocmVmPSIjbWFlZjc5NjUxMzUiIHk9IjI5LjcyNTcwNyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzE0Ij4NCiAgICAgIDwhLS0gNjAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjQuODAzMTI1IDMzLjMwNDYxNClzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTQiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0idGV4dF8xNSI%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%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%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%2BDQogICAgICA8cGF0aCBkPSJNIDYuMjAzMTI1IC0xOS45Njg3NSANCkwgNS4yMTg3NSAtMTEuNzE4NzUgDQpRIDguMTA5Mzc1IC0xMi41IDEwLjI1IC0xMi41IA0KUSAxMy4xODc1IC0xMi41IDE0LjkzNzUgLTExLjUxNTYyNSANClEgMTYuNzAzMTI1IC0xMC41NDY4NzUgMTcuODI4MTI1IC04Ljc5Njg3NSANClEgMTguNjU2MjUgLTcuNDY4NzUgMjAuNTE1NjI1IC0yLjI1IA0KUSAyMC43NSAtMS41MTU2MjUgMjEuMjk2ODc1IC0wLjA5Mzc1IA0KTCAxLjYwOTM3NSA1MS44NTkzNzUgDQpMIDExLjA3ODEyNSA1MS44NTkzNzUgDQpMIDIxLjg3NSAyMS44MjgxMjUgDQpRIDIzLjk2ODc1IDE2LjEwOTM3NSAyNS42NDA2MjUgOS44MTI1IA0KUSAyNy4xNTYyNSAxNS44NzUgMjkuMjUgMjEuNjI1IA0KTCA0MC4zMjgxMjUgNTEuODU5Mzc1IA0KTCA0OS4xMjUgNTEuODU5Mzc1IA0KTCAyOS4zOTA2MjUgLTAuODc1IA0KUSAyNi4yMTg3NSAtOS40MjE4NzUgMjQuNDY4NzUgLTEyLjY0MDYyNSANClEgMjIuMTI1IC0xNyAxOS4wOTM3NSAtMTkuMDE1NjI1IA0KUSAxNi4wNjI1IC0yMS4wNDY4NzUgMTEuODU5Mzc1IC0yMS4wNDY4NzUgDQpRIDkuMzI4MTI1IC0yMS4wNDY4NzUgNi4yMDMxMjUgLTE5Ljk2ODc1IA0Keg0KIiBpZD0iQXJpYWxNVC0xMjEiLz4NCiAgICAgPC9kZWZzPg0KICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTguNDg3OTY5IDE1Ny41NzM3NDcpcm90YXRlKC05MClzY2FsZSgwLjExIC0wLjExKSI%2BDQogICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTcwIi8%2BDQogICAgICA8dXNlIHg9IjYxLjA4Mzk4NCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE0Ii8%2BDQogICAgICA8dXNlIHg9Ijk0LjM4NDc2NiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAxIi8%2BDQogICAgICA8dXNlIHg9IjE1MCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEzIi8%2BDQogICAgICA8dXNlIHg9IjIwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNyIvPg0KICAgICAgPHVzZSB4PSIyNjEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDEiLz4NCiAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEwIi8%2BDQogICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTk5Ii8%2BDQogICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEyMSIvPg0KICAgICA8L2c%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%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5OTU2MzQyNDgyKSIgZD0iTSAzMzYuMDIzODY0IDI1Mi4zODEwODggDQpMIDM3MC4wOTQzMTggMjUyLjM4MTA4OCANCkwgMzcwLjA5NDMxOCAxNDQuNzY0MzIxIA0KTCAzMzYuMDIzODY0IDE0NC43NjQzMjEgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTIiPg0KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTk1NjM0MjQ4MikiIGQ9Ik0gMzcwLjA5NDMxOCAyNTIuMzgxMDg4IA0KTCA0MDQuMTY0NzczIDI1Mi4zODEwODggDQpMIDQwNC4xNjQ3NzMgMjkuNzI1NzA3IA0KTCAzNzAuMDk0MzE4IDI5LjcyNTcwNyANCnoNCiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xMyI%2BDQogICAgPHBhdGggZD0iTSA0Ni40MjUgMjUyLjM4MTA4OCANCkwgNDYuNDI1IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTQiPg0KICAgIDxwYXRoIGQ9Ik0gNDIxLjIgMjUyLjM4MTA4OCANCkwgNDIxLjIgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xNSI%2BDQogICAgPHBhdGggZD0iTSA0Ni40MjUgMjUyLjM4MTA4OCANCkwgNDIxLjIgMjUyLjM4MTA4OCANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xNiI%2BDQogICAgPHBhdGggZD0iTSA0Ni40MjUgMTAuOCANCkwgNDIxLjIgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgPC9nPg0KIDwvZz4NCiA8ZGVmcz4NCiAgPGNsaXBQYXRoIGlkPSJwOTk1NjM0MjQ4MiI%2BDQogICA8cmVjdCBoZWlnaHQ9IjI0MS41ODEwODgiIHdpZHRoPSIzNzQuNzc1IiB4PSI0Ni40MjUiIHk9IjEwLjgiLz4NCiAgPC9jbGlwUGF0aD4NCiA8L2RlZnM%2BDQo8L3N2Zz4NCg%3D%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=10)&lt;/div&gt;\n\n &lt;img 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%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUwIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzMiPg0KICAgICA8ZyBpZD0ibGluZTJkXzUiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2MzYyMmMwY2VmKSIgZD0iTSAxODAuNjExNzQyIDI1Mi4zODEwODggDQpMIDE4MC42MTE3NDIgMTEuMjk3ODcgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjE4MC42MTE3NDIiIHhsaW5rOmhyZWY9IiNtZmM3YTg3YTMwNCIgeT0iMjUyLjM4MTA4OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01NSIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC01MiIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja180Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF83Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNjM2MjJjMGNlZikiIGQ9Ik0gMjM2LjU2MjUgMjUyLjM4MTA4OCANCkwgMjM2LjU2MjUgMTEuMjk3ODcgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF84Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjIzNi41NjI1IiB4bGluazpocmVmPSIjbWZjN2E4N2EzMDQiIHk9IjI1Mi4zODEwODgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF80Ij4NCiAgICAgIDwhLS0gNzYgLS0%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01NSIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC01NCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja181Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF85Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNjM2MjJjMGNlZikiIGQ9Ik0gMjkyLjUxMzI1OCAyNTIuMzgxMDg4IA0KTCAyOTIuNTEzMjU4IDExLjI5Nzg3IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTAiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMjkyLjUxMzI1OCIgeGxpbms6aHJlZj0iI21mYzdhODdhMzA0IiB5PSIyNTIuMzgxMDg4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfNSI%2BDQogICAgICA8IS0tIDc4IC0tPg0KICAgICAgPGRlZnM%2BDQogICAgICAgPHBhdGggZD0iTSAxNy42NzE4NzUgMzguODEyNSANClEgMTIuMjAzMTI1IDQwLjgyODEyNSA5LjU2MjUgNDQuNTMxMjUgDQpRIDYuOTM3NSA0OC4yNSA2LjkzNzUgNTMuNDIxODc1IA0KUSA2LjkzNzUgNjEuMjM0Mzc1IDEyLjU0Njg3NSA2Ni41NDY4NzUgDQpRIDE4LjE3MTg3NSA3MS44NzUgMjcuNDg0Mzc1IDcxLjg3NSANClEgMzYuODU5Mzc1IDcxLjg3NSA0Mi41NzgxMjUgNjYuNDIxODc1IA0KUSA0OC4yOTY4NzUgNjAuOTg0Mzc1IDQ4LjI5Njg3NSA1My4xNzE4NzUgDQpRIDQ4LjI5Njg3NSA0OC4xODc1IDQ1LjY3MTg3NSA0NC41IA0KUSA0My4wNjI1IDQwLjgyODEyNSAzNy43NSAzOC44MTI1IA0KUSA0NC4zNDM3NSAzNi42NzE4NzUgNDcuNzgxMjUgMzEuODc1IA0KUSA1MS4yMTg3NSAyNy4wOTM3NSA1MS4yMTg3NSAyMC40NTMxMjUgDQpRIDUxLjIxODc1IDExLjI4MTI1IDQ0LjcxODc1IDUuMDMxMjUgDQpRIDM4LjIzNDM3NSAtMS4yMTg3NSAyNy42NDA2MjUgLTEuMjE4NzUgDQpRIDE3LjA0Njg3NSAtMS4yMTg3NSAxMC41NDY4NzUgNS4wNDY4NzUgDQpRIDQuMDQ2ODc1IDExLjMyODEyNSA0LjA0Njg3NSAyMC43MDMxMjUgDQpRIDQuMDQ2ODc1IDI3LjY4NzUgNy41OTM3NSAzMi4zOTA2MjUgDQpRIDExLjE0MDYyNSAzNy4xMDkzNzUgMTcuNjcxODc1IDM4LjgxMjUgDQp6DQpNIDE1LjkyMTg3NSA1My43MTg3NSANClEgMTUuOTIxODc1IDQ4LjY0MDYyNSAxOS4xODc1IDQ1LjQwNjI1IA0KUSAyMi40Njg3NSA0Mi4xODc1IDI3LjY4NzUgNDIuMTg3NSANClEgMzIuNzY1NjI1IDQyLjE4NzUgMzYuMDE1NjI1IDQ1LjM3NSANClEgMzkuMjY1NjI1IDQ4LjU3ODEyNSAzOS4yNjU2MjUgNTMuMjE4NzUgDQpRIDM5LjI2NTYyNSA1OC4wNjI1IDM1LjkwNjI1IDYxLjM1OTM3NSANClEgMzIuNTYyNSA2NC42NTYyNSAyNy41OTM3NSA2NC42NTYyNSANClEgMjIuNTYyNSA2NC42NTYyNSAxOS4yMzQzNzUgNjEuNDIxODc1IA0KUSAxNS45MjE4NzUgNTguMjAzMTI1IDE1LjkyMTg3NSA1My43MTg3NSANCnoNCk0gMTMuMDkzNzUgMjAuNjU2MjUgDQpRIDEzLjA5Mzc1IDE2Ljg5MDYyNSAxNC44NzUgMTMuMzc1IA0KUSAxNi42NTYyNSA5Ljg1OTM3NSAyMC4xNzE4NzUgNy45MjE4NzUgDQpRIDIzLjY4NzUgNiAyNy43MzQzNzUgNiANClEgMzQuMDMxMjUgNiAzOC4xMjUgMTAuMDQ2ODc1IA0KUSA0Mi4yMzQzNzUgMTQuMTA5Mzc1IDQyLjIzNDM3NSAyMC4zNTkzNzUgDQpRIDQyLjIzNDM3NSAyNi43MDMxMjUgMzguMDE1NjI1IDMwLjg1OTM3NSANClEgMzMuNzk2ODc1IDM1LjAxNTYyNSAyNy40Mzc1IDM1LjAxNTYyNSANClEgMjEuMjM0Mzc1IDM1LjAxNTYyNSAxNy4xNTYyNSAzMC45MDYyNSANClEgMTMuMDkzNzUgMjYuODEyNSAxMy4wOTM3NSAyMC42NTYyNSANCnoNCiIgaWQ9IkFyaWFsTVQtNTYiLz4NCiAgICAgIDwvZGVmcz4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyOTAuNDA5MDYyIDI3NS44MDY3Nzkpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTUiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTYiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieHRpY2tfNiI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTEiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2MzYyMmMwY2VmKSIgZD0iTSAzNDguNDY0MDE1IDI1Mi4zODEwODggDQpMIDM0OC40NjQwMTUgMTEuMjk3ODcgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xMiI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIzNDguNDY0MDE1IiB4bGluazpocmVmPSIjbWZjN2E4N2EzMDQiIHk9IjI1Mi4zODEwODgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF82Ij4NCiAgICAgIDwhLS0gODAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzQ2LjM1OTgyIDI3NS44MDY3Nzkpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTYiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieHRpY2tfNyI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTMiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2MzYyMmMwY2VmKSIgZD0iTSA0MDQuNDE0NzczIDI1Mi4zODEwODggDQpMIDQwNC40MTQ3NzMgMTEuMjk3ODcgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI0MDQuNDE0NzczIiB4bGluazpocmVmPSIjbWZjN2E4N2EzMDQiIHk9IjI1Mi4zODEwODgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF83Ij4NCiAgICAgIDwhLS0gODIgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDAyLjMxMDU3OCAyNzUuODA2Nzc5KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTU2Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUwIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICA8L2c%2BDQogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzIiPg0KICAgIDxnIGlkPSJ5dGlja18xIj4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDYzNjIyYzBjZWYpIiBkPSJNIDUxLjkyNSAyNTIuMzgxMDg4IA0KTCA0MjEuMiAyNTIuMzgxMDg4IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTYiPg0KICAgICAgPGRlZnM%2BDQogICAgICAgPHBhdGggZD0iTSAwIDAgDQpMIC0zLjUgMCANCiIgaWQ9Im1jZDdjNDc2NzNlIiBzdHlsZT0ic3Ryb2tlOiMyNjI2MjY7Ii8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI1MS45MjUiIHhsaW5rOmhyZWY9IiNtY2Q3YzQ3NjczZSIgeT0iMjUyLjM4MTA4OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzgiPg0KICAgICAgPCEtLSAwIC0tPg0K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%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%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%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%2BDQogICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTcwIi8%2BDQogICAgICA8dXNlIHg9IjYxLjA4Mzk4NCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE0Ii8%2BDQogICAgICA8dXNlIHg9Ijk0LjM4NDc2NiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAxIi8%2BDQogICAgICA8dXNlIHg9IjE1MCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEzIi8%2BDQogICAgICA8dXNlIHg9IjIwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNyIvPg0KICAgICAgPHVzZSB4PSIyNjEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDEiLz4NCiAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEwIi8%2BDQogICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTk5Ii8%2BDQogICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEyMSIvPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzMiPg0KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNjM2MjJjMGNlZikiIGQ9Ik0gNjguNzEwMjI3IDI1Mi4zODEwODggDQpMIDgyLjY5NzkxNyAyNTIuMzgxMDg4IA0KTCA4Mi42OTc5MTcgMjMyLjY4MTQxNiANCkwgNjguNzEwMjI3IDIzMi42ODE0MTYgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNCI%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%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNyI%2BDQogICAgPHBhdGggZD0iTSA0MjEuMiAyNTIuMzgxMDg4IA0KTCA0MjEuMiAxMS4yOTc4NyANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF84Ij4NCiAgICA8cGF0aCBkPSJNIDUxLjkyNSAyNTIuMzgxMDg4IA0KTCA0MjEuMiAyNTIuMzgxMDg4IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzkiPg0KICAgIDxwYXRoIGQ9Ik0gNTEuOTI1IDExLjI5Nzg3IA0KTCA0MjEuMiAxMS4yOTc4NyANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgPC9nPg0KIDwvZz4NCiA8ZGVmcz4NCiAgPGNsaXBQYXRoIGlkPSJwNjM2MjJjMGNlZiI%2BDQogICA8cmVjdCBoZWlnaHQ9IjI0MS4wODMyMTgiIHdpZHRoPSIzNjkuMjc1IiB4PSI1MS45MjUiIHk9IjExLjI5Nzg3Ii8%2BDQogIDwvY2xpcFBhdGg%2BDQogPC9kZWZzPg0KPC9zdmc%2BDQo%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n &lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with variable size bins&lt;/strong&gt; (bins=[70. 70.5 81.5 82. ], &lt;a href=&quot;https://ui.adsabs.harvard.edu/abs/2013ApJ...764..167S/abstract&quot; target=&quot;_blank&quot;&gt;&quot;bayesian blocks&quot;&lt;/a&gt; binning strategy used)&lt;/div&gt;\n\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-396234570-frequency_table&quot;&gt;\n &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;73&quot;&gt;\n 73\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 40\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 10.1%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:48.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;78&quot;&gt;\n 78\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 36\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 9.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:43.4%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;76&quot;&gt;\n 76\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 34\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 8.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:41.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;82&quot;&gt;\n 82\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 31\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 7.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:37.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;75&quot;&gt;\n 75\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 30\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 7.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:36.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;81&quot;&gt;\n 81\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 29\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 7.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:34.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;80&quot;&gt;\n 80\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 29\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 7.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:34.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;79&quot;&gt;\n 79\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 29\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 7.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:34.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;70&quot;&gt;\n 70\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 29\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 7.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:34.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;77&quot;&gt;\n 77\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 28\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 7.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:33.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;other&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;Other values (3)&quot;&gt;\n Other values (3)\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 83\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 20.9%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-396234570-extreme_values&quot;&gt;\n &lt;p class=&quot;h4&quot;&gt;Minimum 5 values&lt;/p&gt;\n&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;70&quot;&gt;\n 70\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 29\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 7.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:72.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;71&quot;&gt;\n 71\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 28\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 7.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:70.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;72&quot;&gt;\n 72\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 28\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 7.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:70.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;73&quot;&gt;\n 73\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 40\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 10.1%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;74&quot;&gt;\n 74\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 27\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 6.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:67.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n\n&lt;p class=&quot;h4&quot;&gt;Maximum 5 values&lt;/p&gt;\n&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;82&quot;&gt;\n 82\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 31\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 7.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:86.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;81&quot;&gt;\n 81\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 29\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 7.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:80.6%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;80&quot;&gt;\n 80\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 29\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 7.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:80.6%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;79&quot;&gt;\n 79\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 29\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 7.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:80.6%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;78&quot;&gt;\n 78\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 36\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 9.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n\n&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_mpg&quot;&gt;&lt;/a&gt;\n&lt;div class=&quot;row variable&quot;&gt;\n &lt;div class=&quot;col-sm-3&quot;&gt;\n &lt;p class=&quot;h4&quot; title=&quot;mpg&quot;&gt;mpg&lt;br/&gt;\n &lt;small&gt;Numeric&lt;/small&gt;\n &lt;/p&gt;\n &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;div class=&quot;row&quot;&gt;\n &lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;table class=&quot;stats&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Distinct count&lt;/th&gt;\n &lt;td&gt;129&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Unique (%)&lt;/th&gt;\n &lt;td&gt;32.4%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Missing (%)&lt;/th&gt;\n &lt;td&gt;0.0%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Missing (n)&lt;/th&gt;\n &lt;td&gt;0&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Infinite (%)&lt;/th&gt;\n &lt;td&gt;0.0%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Infinite (n)&lt;/th&gt;\n &lt;td&gt;0&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n\n &lt;/div&gt;\n &lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;table class=&quot;stats&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Mean&lt;/th&gt;\n &lt;td&gt;23.515&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Minimum&lt;/th&gt;\n &lt;td&gt;9&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Maximum&lt;/th&gt;\n &lt;td&gt;46.6&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Zeros (%)&lt;/th&gt;\n &lt;td&gt;0.0%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n&lt;/div&gt;\n&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minihistogram1414846549&quot;&gt;\n &lt;img src=&quot;data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiIHN0YW5kYWxvbmU9Im5vIj8%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%2BDQogICA8cGF0aCBkPSJNIDAgMTA4IA0KTCAxNDQgMTA4IA0KTCAxNDQgMCANCkwgMCAwIA0Keg0KIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPg0KICA8L2c%2BDQogIDxnIGlkPSJheGVzXzEiPg0KICAgPGcgaWQ9InBhdGNoXzIiPg0KICAgIDxwYXRoIGQ9Ik0gMTQuMyA3Ni4wOTMzOTggDQpMIDEzMy4yIDc2LjA5MzM5OCANCkwgMTMzLjIgMTAuOCANCkwgMTQuMyAxMC44IA0Keg0KIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18xIj4NCiAgICA8ZyBpZD0ieHRpY2tfMSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGNjYjFlYTU4NWUpIiBkPSJNIDUxLjMyNjg4NiA3Ni4wOTMzOTggDQpMIDUxLjMyNjg4NiAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMiI%2BDQogICAgICA8ZGVmcz4NCiAgICAgICA8cGF0aCBkPSJNIDAgMCANCkwgMCAzLjUgDQoiIGlkPSJtMmZjODhmNGZjZSIgc3R5bGU9InN0cm9rZTojMjYyNjI2OyIvPg0KICAgICAgPC9kZWZzPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNTEuMzI2ODg2IiB4bGluazpocmVmPSIjbTJmYzg4ZjRmY2UiIHk9Ijc2LjA5MzM5OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01MCIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja18yIj4NCiAgICAgPGcgaWQ9ImxpbmUyZF8zIj4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2NiMWVhNTg1ZSkiIGQ9Ik0gMTA4LjgyMjA1IDc2LjA5MzM5OCANCkwgMTA4LjgyMjA1IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF80Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjEwOC44MjIwNSIgeGxpbms6aHJlZj0iI20yZmM4OGY0ZmNlIiB5PSI3Ni4wOTMzOTgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8yIj4NCiAgICAgIDwhLS0gNDAgLS0%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%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMyI%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%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNiI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjY2IxZWE1ODVlKSIgZD0iTSA1Mi4xMzE4MTggNzYuMDkzMzk4IA0KTCA2Mi45NDA5MDkgNzYuMDkzMzk4IA0KTCA2Mi45NDA5MDkgMjcuNDYyMTc0IA0KTCA1Mi4xMzE4MTggMjcuNDYyMTc0IA0Keg0KIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzciPg0KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2NiMWVhNTg1ZSkiIGQ9Ik0gNjIuOTQwOTA5IDc2LjA5MzM5OCANCkwgNzMuNzUgNzYuMDkzMzk4IA0KTCA3My43NSAzMy4wNDI4MDYgDQpMIDYyLjk0MDkwOSAzMy4wNDI4MDYgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfOCI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjY2IxZWE1ODVlKSIgZD0iTSA3My43NSA3Ni4wOTMzOTggDQpMIDg0LjU1OTA5MSA3Ni4wOTMzOTggDQpMIDg0LjU1OTA5MSAzNy44MjYyMDUgDQpMIDczLjc1IDM3LjgyNjIwNSANCnoNCiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF85Ij4NCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGNjYjFlYTU4NWUpIiBkPSJNIDg0LjU1OTA5MSA3Ni4wOTMzOTggDQpMIDk1LjM2ODE4MiA3Ni4wOTMzOTggDQpMIDk1LjM2ODE4MiA0NS43OTg1MzcgDQpMIDg0LjU1OTA5MSA0NS43OTg1MzcgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%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%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTQiPg0KICAgIDxwYXRoIGQ9Ik0gMTMzLjIgNzYuMDkzMzk4IA0KTCAxMzMuMiAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzE1Ij4NCiAgICA8cGF0aCBkPSJNIDE0LjMgNzYuMDkzMzk4IA0KTCAxMzMuMiA3Ni4wOTMzOTggDQoiIHN0eWxlPSJmaWxsOm5vbmU7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTYiPg0KICAgIDxwYXRoIGQ9Ik0gMTQuMyAxMC44IA0KTCAxMzMuMiAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICA8L2c%2BDQogPC9nPg0KIDxkZWZzPg0KICA8Y2xpcFBhdGggaWQ9InBjY2IxZWE1ODVlIj4NCiAgIDxyZWN0IGhlaWdodD0iNjUuMjkzMzk4IiB3aWR0aD0iMTE4LjkiIHg9IjE0LjMiIHk9IjEwLjgiLz4NCiAgPC9jbGlwUGF0aD4NCiA8L2RlZnM%2BDQo8L3N2Zz4NCg%3D%3D&quot; alt=&quot;Mini histogram&quot;&gt;\n&lt;/div&gt;\n&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n data-target=&quot;#descriptives1414846549,#minihistogram1414846549&quot;\n aria-expanded=&quot;false&quot; aria-controls=&quot;collapseExample&quot;&gt;\n Toggle details\n &lt;/a&gt;\n&lt;/div&gt;\n &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives1414846549&quot;&gt;\n &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n &lt;a href=&quot;#1414846549-statistics&quot;\n aria-controls=&quot;1414846549-statistics&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Statistics&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#1414846549-histogram&quot;\n aria-controls=&quot;1414846549-histogram&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Histogram&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#1414846549-frequency_table&quot;\n aria-controls=&quot;1414846549-frequency_table&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#1414846549-extreme_values&quot;\n aria-controls=&quot;1414846549-extreme_values&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Extreme values&lt;/a&gt;\n &lt;/li&gt;\n &lt;/ul&gt;\n\n &lt;div class=&quot;tab-content&quot;&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;1414846549-statistics&quot;&gt;\n &lt;div class=&quot;col-sm-4 col-sm-offset-1&quot;&gt;\n &lt;p class=&quot;h4&quot;&gt;Quantile statistics&lt;/p&gt;\n &lt;table class=&quot;stats indent&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Minimum&lt;/th&gt;\n &lt;td&gt;9&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;5-th percentile&lt;/th&gt;\n &lt;td&gt;13&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Q1&lt;/th&gt;\n &lt;td&gt;17.5&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Median&lt;/th&gt;\n &lt;td&gt;23&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Q3&lt;/th&gt;\n &lt;td&gt;29&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;95-th percentile&lt;/th&gt;\n &lt;td&gt;37.03&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Maximum&lt;/th&gt;\n &lt;td&gt;46.6&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Range&lt;/th&gt;\n &lt;td&gt;37.6&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Interquartile range&lt;/th&gt;\n &lt;td&gt;11.5&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n &lt;/div&gt;\n &lt;div class=&quot;col-sm-4 col-sm-offset-2&quot;&gt;\n &lt;p class=&quot;h4&quot;&gt;Descriptive statistics&lt;/p&gt;\n &lt;table class=&quot;stats indent&quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Standard deviation&lt;/th&gt;\n &lt;td&gt;7.816&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Coef of variation&lt;/th&gt;\n &lt;td&gt;0.33239&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Kurtosis&lt;/th&gt;\n &lt;td&gt;-0.51078&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Mean&lt;/th&gt;\n &lt;td&gt;23.515&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;MAD&lt;/th&gt;\n &lt;td&gt;6.5334&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Skewness&lt;/th&gt;\n &lt;td&gt;0.45707&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Sum&lt;/th&gt;\n &lt;td&gt;9358.8&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Variance&lt;/th&gt;\n &lt;td&gt;61.09&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Memory size&lt;/th&gt;\n &lt;td&gt;3.1 KiB&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n&lt;/div&gt;\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;1414846549-histogram&quot;&gt;\n &lt;img src=&quot;data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiIHN0YW5kYWxvbmU9Im5vIj8%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%2BDQogICA8cGF0aCBkPSJNIDAgMjg4IA0KTCA0MzIgMjg4IA0KTCA0MzIgMCANCkwgMCAwIA0Keg0KIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPg0KICA8L2c%2BDQogIDxnIGlkPSJheGVzXzEiPg0KICAgPGcgaWQ9InBhdGNoXzIiPg0KICAgIDxwYXRoIGQ9Ik0gNDYuNDI1IDI1Mi40Njk0NzYgDQpMIDQyMS4yIDI1Mi40Njk0NzYgDQpMIDQyMS4yIDEwLjggDQpMIDQ2LjQyNSAxMC44IA0Keg0KIiBzdHlsZT0iZmlsbDojZWFlYWYyOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18xIj4NCiAgICA8ZyBpZD0ieHRpY2tfMSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk0MjU1OTYwODUpIiBkPSJNIDcyLjUyMTUxOCAyNTIuNDY5NDc2IA0KTCA3Mi41MjE1MTggMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzIiPg0KICAgICAgPGRlZnM%2BDQogICAgICAgPHBhdGggZD0iTSAwIDAgDQpMIDAgMy41IA0KIiBpZD0ibTZjMjg3ZTE5NzYiIHN0eWxlPSJzdHJva2U6IzI2MjYyNjsiLz4NCiAgICAgIDwvZGVmcz4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjcyLjUyMTUxOCIgeGxpbms6aHJlZj0iI202YzI4N2UxOTc2IiB5PSIyNTIuNDY5NDc2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMSI%2BDQogICAgICA8IS0tIDEwIC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNzAuNDE3MzIzIDI3NS44OTUxNjcpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDkiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieHRpY2tfMiI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk0MjU1OTYwODUpIiBkPSJNIDExNy44Mjc5NzQgMjUyLjQ2OTQ3NiANCkwgMTE3LjgyNzk3NCAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfNCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIxMTcuODI3OTc0IiB4bGluazpocmVmPSIjbTZjMjg3ZTE5NzYiIHk9IjI1Mi40Njk0NzYiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8yIj4NCiAgICAgIDwhLS0gMTUgLS0%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC00OSIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC01MyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja18zIj4NCiAgICAgPGcgaWQ9ImxpbmUyZF81Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQyNTU5NjA4NSkiIGQ9Ik0gMTYzLjEzNDQyOSAyNTIuNDY5NDc2IA0KTCAxNjMuMTM0NDI5IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjE2My4xMzQ0MjkiIHhsaW5rOmhyZWY9IiNtNmMyODdlMTk3NiIgeT0iMjUyLjQ2OTQ3NiIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01MCIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja180Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF83Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQyNTU5NjA4NSkiIGQ9Ik0gMjA4LjQ0MDg4NSAyNTIuNDY5NDc2IA0KTCAyMDguNDQwODg1IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF84Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjIwOC40NDA4ODUiIHhsaW5rOmhyZWY9IiNtNmMyODdlMTk3NiIgeT0iMjUyLjQ2OTQ3NiIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzQiPg0KICAgICAgPCEtLSAyNSAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyMDYuMzM2NjkgMjc1Ljg5NTE2Nylyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01MCIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC01MyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja181Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF85Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQyNTU5NjA4NSkiIGQ9Ik0gMjUzLjc0NzM0IDI1Mi40Njk0NzYgDQpMIDI1My43NDczNCAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTAiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMjUzLjc0NzM0IiB4bGluazpocmVmPSIjbTZjMjg3ZTE5NzYiIHk9IjI1Mi40Njk0NzYiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF81Ij4NCiAgICAgIDwhLS0gMzAgLS0%2BDQogICAgICA8ZGVmcz4NCiAgICAgICA8cGF0aCBkPSJNIDQuMjAzMTI1IDE4Ljg5MDYyNSANCkwgMTIuOTg0Mzc1IDIwLjA2MjUgDQpRIDE0LjUgMTIuNTkzNzUgMTguMTQwNjI1IDkuMjk2ODc1IA0KUSAyMS43ODEyNSA2IDI3IDYgDQpRIDMzLjIwMzEyNSA2IDM3LjQ2ODc1IDEwLjI5Njg3NSANClEgNDEuNzUgMTQuNTkzNzUgNDEuNzUgMjAuOTUzMTI1IA0KUSA0MS43NSAyNyAzNy43OTY4NzUgMzAuOTIxODc1IA0KUSAzMy44NDM3NSAzNC44NTkzNzUgMjcuNzM0Mzc1IDM0Ljg1OTM3NSANClEgMjUuMjUgMzQuODU5Mzc1IDIxLjUzMTI1IDMzLjg5MDYyNSANCkwgMjIuNTE1NjI1IDQxLjYwOTM3NSANClEgMjMuMzkwNjI1IDQxLjUgMjMuOTIxODc1IDQxLjUgDQpRIDI5LjU0Njg3NSA0MS41IDM0LjAzMTI1IDQ0LjQyMTg3NSANClEgMzguNTMxMjUgNDcuMzU5Mzc1IDM4LjUzMTI1IDUzLjQ2ODc1IA0KUSAzOC41MzEyNSA1OC4yOTY4NzUgMzUuMjUgNjEuNDY4NzUgDQpRIDMxLjk4NDM3NSA2NC42NTYyNSAyNi44MTI1IDY0LjY1NjI1IA0KUSAyMS42ODc1IDY0LjY1NjI1IDE4LjI2NTYyNSA2MS40MjE4NzUgDQpRIDE0Ljg0Mzc1IDU4LjIwMzEyNSAxMy44NzUgNTEuNzY1NjI1IA0KTCA1LjA3ODEyNSA1My4zMjgxMjUgDQpRIDYuNjg3NSA2Mi4xNTYyNSAxMi4zOTA2MjUgNjcuMDE1NjI1IA0KUSAxOC4xMDkzNzUgNzEuODc1IDI2LjYwOTM3NSA3MS44NzUgDQpRIDMyLjQ2ODc1IDcxLjg3NSAzNy4zOTA2MjUgNjkuMzU5Mzc1IA0KUSA0Mi4zMjgxMjUgNjYuODQzNzUgNDQuOTM3NSA2Mi41IA0KUSA0Ny41NjI1IDU4LjE1NjI1IDQ3LjU2MjUgNTMuMjY1NjI1IA0KUSA0Ny41NjI1IDQ4LjY0MDYyNSA0NS4wNjI1IDQ0LjgyODEyNSANClEgNDIuNTc4MTI1IDQxLjAxNTYyNSAzNy43MDMxMjUgMzguNzY1NjI1IA0KUSA0NC4wNDY4NzUgMzcuMzEyNSA0Ny41NjI1IDMyLjY4NzUgDQpRIDUxLjA3ODEyNSAyOC4wNzgxMjUgNTEuMDc4MTI1IDIxLjE0MDYyNSANClEgNTEuMDc4MTI1IDExLjc2NTYyNSA0NC4yMzQzNzUgNS4yNSANClEgMzcuNDA2MjUgLTEuMjY1NjI1IDI2Ljk1MzEyNSAtMS4yNjU2MjUgDQpRIDE3LjUzMTI1IC0xLjI2NTYyNSAxMS4yOTY4NzUgNC4zNDM3NSANClEgNS4wNzgxMjUgOS45Njg3NSA0LjIwMzEyNSAxOC44OTA2MjUgDQp6DQoiIGlkPSJBcmlhbE1ULTUxIi8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjUxLjY0MzE0NSAyNzUuODk1MTY3KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUxIi8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzYiPg0KICAgICA8ZyBpZD0ibGluZTJkXzExIj4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQyNTU5NjA4NSkiIGQ9Ik0gMjk5LjA1Mzc5NiAyNTIuNDY5NDc2IA0KTCAyOTkuMDUzNzk2IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xMiI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIyOTkuMDUzNzk2IiB4bGluazpocmVmPSIjbTZjMjg3ZTE5NzYiIHk9IjI1Mi40Njk0NzYiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF82Ij4NCiAgICAgIDwhLS0gMzUgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjk2Ljk0OTYwMSAyNzUuODk1MTY3KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUxIi8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUzIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzciPg0KICAgICA8ZyBpZD0ibGluZTJkXzEzIj4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQyNTU5NjA4NSkiIGQ9Ik0gMzQ0LjM2MDI1MSAyNTIuNDY5NDc2IA0KTCAzNDQuMzYwMjUxIDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIzNDQuMzYwMjUxIiB4bGluazpocmVmPSIjbTZjMjg3ZTE5NzYiIHk9IjI1Mi40Njk0NzYiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF83Ij4NCiAgICAgIDwhLS0gNDAgLS0%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%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTUiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDI1NTk2MDg1KSIgZD0iTSAzODkuNjY2NzA3IDI1Mi40Njk0NzYgDQpMIDM4OS42NjY3MDcgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzE2Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjM4OS42NjY3MDciIHhsaW5rOmhyZWY9IiNtNmMyODdlMTk3NiIgeT0iMjUyLjQ2OTQ3NiIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzgiPg0KICAgICAgPCEtLSA0NSAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzODcuNTYyNTEyIDI3NS44OTUxNjcpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTIiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTMiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMiI%2BDQogICAgPGcgaWQ9Inl0aWNrXzEiPg0KICAgICA8ZyBpZD0ibGluZTJkXzE3Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQyNTU5NjA4NSkiIGQ9Ik0gNDYuNDI1IDI1Mi40Njk0NzYgDQpMIDQyMS4yIDI1Mi40Njk0NzYgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BDQogICAgICA8ZGVmcz4NCiAgICAgICA8cGF0aCBkPSJNIDAgMCANCkwgLTMuNSAwIA0KIiBpZD0ibTdlODQ3NGQ4MjAiIHN0eWxlPSJzdHJva2U6IzI2MjYyNjsiLz4NCiAgICAgIDwvZGVmcz4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI203ZTg0NzRkODIwIiB5PSIyNTIuNDY5NDc2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfOSI%2BDQogICAgICA8IS0tIDAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzAuMzY0MDYzIDI1Ni4wNDgzODIpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzIiPg0KICAgICA8ZyBpZD0ibGluZTJkXzE5Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQyNTU5NjA4NSkiIGQ9Ik0gNDYuNDI1IDIyMi45NjE2MDMgDQpMIDQyMS4yIDIyMi45NjE2MDMgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yMCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI0Ni40MjUiIHhsaW5rOmhyZWY9IiNtN2U4NDc0ZDgyMCIgeT0iMjIyLjk2MTYwMyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzEwIj4NCiAgICAgIDwhLS0gMTAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjQuODAzMTI1IDIyNi41NDA1MSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDkiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfMyI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjEiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDI1NTk2MDg1KSIgZD0iTSA0Ni40MjUgMTkzLjQ1MzczMSANCkwgNDIxLjIgMTkzLjQ1MzczMSANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzIyIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI203ZTg0NzRkODIwIiB5PSIxOTMuNDUzNzMxIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTEiPg0KICAgICAgPCEtLSAyMCAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNC44MDMxMjUgMTk3LjAzMjYzNylzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTAiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfNCI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjMiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDI1NTk2MDg1KSIgZD0iTSA0Ni40MjUgMTYzLjk0NTg1OCANCkwgNDIxLjIgMTYzLjk0NTg1OCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzI0Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI203ZTg0NzRkODIwIiB5PSIxNjMuOTQ1ODU4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTIiPg0KICAgICAgPCEtLSAzMCAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNC44MDMxMjUgMTY3LjUyNDc2NSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTEiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfNSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjUiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDI1NTk2MDg1KSIgZD0iTSA0Ni40MjUgMTM0LjQzNzk4NiANCkwgNDIxLjIgMTM0LjQzNzk4NiANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzI2Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI203ZTg0NzRkODIwIiB5PSIxMzQuNDM3OTg2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTMiPg0KICAgICAgPCEtLSA0MCAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNC44MDMxMjUgMTM4LjAxNjg5MilzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTIiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfNiI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjciPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDI1NTk2MDg1KSIgZD0iTSA0Ni40MjUgMTA0LjkzMDExMyANCkwgNDIxLjIgMTA0LjkzMDExMyANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzI4Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI203ZTg0NzRkODIwIiB5PSIxMDQuOTMwMTEzIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTQiPg0KICAgICAgPCEtLSA1MCAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNC44MDMxMjUgMTA4LjUwOTAyKXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01MyIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja183Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yOSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk0MjU1OTYwODUpIiBkPSJNIDQ2LjQyNSA3NS40MjIyNDEgDQpMIDQyMS4yIDc1LjQyMjI0MSANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzMwIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI203ZTg0NzRkODIwIiB5PSI3NS40MjIyNDEiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8xNSI%2BDQogICAgICA8IS0tIDYwIC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01NCIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja184Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8zMSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk0MjU1OTYwODUpIiBkPSJNIDQ2LjQyNSA0NS45MTQzNjggDQpMIDQyMS4yIDQ1LjkxNDM2OCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzMyIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2LjQyNSIgeGxpbms6aHJlZj0iI203ZTg0NzRkODIwIiB5PSI0NS45MTQzNjgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8xNiI%2BDQogICAgICA8IS0tIDcwIC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjQuODAzMTI1IDQ5LjQ5MzI3NSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTUiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfOSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMzMiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDI1NTk2MDg1KSIgZD0iTSA0Ni40MjUgMTYuNDA2NDk2IA0KTCA0MjEuMiAxNi40MDY0OTYgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8zNCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI0Ni40MjUiIHhsaW5rOmhyZWY9IiNtN2U4NDc0ZDgyMCIgeT0iMTYuNDA2NDk2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTciPg0KICAgICAgPCEtLSA4MCAtLT4NCiAgICAgIDxkZWZzPg0KICAgICAgIDxwYXRoIGQ9Ik0gMTcuNjcxODc1IDM4LjgxMjUgDQpRIDEyLjIwMzEyNSA0MC44MjgxMjUgOS41NjI1IDQ0LjUzMTI1IA0KUSA2LjkzNzUgNDguMjUgNi45Mzc1IDUzLjQyMTg3NSANClEgNi45Mzc1IDYxLjIzNDM3NSAxMi41NDY4NzUgNjYuNTQ2ODc1IA0KUSAxOC4xNzE4NzUgNzEuODc1IDI3LjQ4NDM3NSA3MS44NzUgDQpRIDM2Ljg1OTM3NSA3MS44NzUgNDIuNTc4MTI1IDY2LjQyMTg3NSANClEgNDguMjk2ODc1IDYwLjk4NDM3NSA0OC4yOTY4NzUgNTMuMTcxODc1IA0KUSA0OC4yOTY4NzUgNDguMTg3NSA0NS42NzE4NzUgNDQuNSANClEgNDMuMDYyNSA0MC44MjgxMjUgMzcuNzUgMzguODEyNSANClEgNDQuMzQzNzUgMzYuNjcxODc1IDQ3Ljc4MTI1IDMxLjg3NSANClEgNTEuMjE4NzUgMjcuMDkzNzUgNTEuMjE4NzUgMjAuNDUzMTI1IA0KUSA1MS4yMTg3NSAxMS4yODEyNSA0NC43MTg3NSA1LjAzMTI1IA0KUSAzOC4yMzQzNzUgLTEuMjE4NzUgMjcuNjQwNjI1IC0xLjIxODc1IA0KUSAxNy4wNDY4NzUgLTEuMjE4NzUgMTAuNTQ2ODc1IDUuMDQ2ODc1IA0KUSA0LjA0Njg3NSAxMS4zMjgxMjUgNC4wNDY4NzUgMjAuNzAzMTI1IA0KUSA0LjA0Njg3NSAyNy42ODc1IDcuNTkzNzUgMzIuMzkwNjI1IA0KUSAxMS4xNDA2MjUgMzcuMTA5Mzc1IDE3LjY3MTg3NSAzOC44MTI1IA0Keg0KTSAxNS45MjE4NzUgNTMuNzE4NzUgDQpRIDE1LjkyMTg3NSA0OC42NDA2MjUgMTkuMTg3NSA0NS40MDYyNSANClEgMjIuNDY4NzUgNDIuMTg3NSAyNy42ODc1IDQyLjE4NzUgDQpRIDMyLjc2NTYyNSA0Mi4xODc1IDM2LjAxNTYyNSA0NS4zNzUgDQpRIDM5LjI2NTYyNSA0OC41NzgxMjUgMzkuMjY1NjI1IDUzLjIxODc1IA0KUSAzOS4yNjU2MjUgNTguMDYyNSAzNS45MDYyNSA2MS4zNTkzNzUgDQpRIDMyLjU2MjUgNjQuNjU2MjUgMjcuNTkzNzUgNjQuNjU2MjUgDQpRIDIyLjU2MjUgNjQuNjU2MjUgMTkuMjM0Mzc1IDYxLjQyMTg3NSANClEgMTUuOTIxODc1IDU4LjIwMzEyNSAxNS45MjE4NzUgNTMuNzE4NzUgDQp6DQpNIDEzLjA5Mzc1IDIwLjY1NjI1IA0KUSAxMy4wOTM3NSAxNi44OTA2MjUgMTQuODc1IDEzLjM3NSANClEgMTYuNjU2MjUgOS44NTkzNzUgMjAuMTcxODc1IDcuOTIxODc1IA0KUSAyMy42ODc1IDYgMjcuNzM0Mzc1IDYgDQpRIDM0LjAzMTI1IDYgMzguMTI1IDEwLjA0Njg3NSANClEgNDIuMjM0Mzc1IDE0LjEwOTM3NSA0Mi4yMzQzNzUgMjAuMzU5Mzc1IA0KUSA0Mi4yMzQzNzUgMjYuNzAzMTI1IDM4LjAxNTYyNSAzMC44NTkzNzUgDQpRIDMzLjc5Njg3NSAzNS4wMTU2MjUgMjcuNDM3NSAzNS4wMTU2MjUgDQpRIDIxLjIzNDM3NSAzNS4wMTU2MjUgMTcuMTU2MjUgMzAuOTA2MjUgDQpRIDEzLjA5Mzc1IDI2LjgxMjUgMTMuMDkzNzUgMjAuNjU2MjUgDQp6DQoiIGlkPSJBcmlhbE1ULTU2Ii8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjQuODAzMTI1IDE5Ljk4NTQwMilzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTYiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0idGV4dF8xOCI%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%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%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%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%2BDQogICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTcwIi8%2BDQogICAgICA8dXNlIHg9IjYxLjA4Mzk4NCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE0Ii8%2BDQogICAgICA8dXNlIHg9Ijk0LjM4NDc2NiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAxIi8%2BDQogICAgICA8dXNlIHg9IjE1MCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEzIi8%2BDQogICAgICA8dXNlIHg9IjIwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNyIvPg0KICAgICAgPHVzZSB4PSIyNjEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDEiLz4NCiAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEwIi8%2BDQogICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTk5Ii8%2BDQogICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEyMSIvPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzMiPg0KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQyNTU5NjA4NSkiIGQ9Ik0gNjMuNDYwMjI3IDI1Mi40Njk0NzYgDQpMIDk3LjUzMDY4MiAyNTIuNDY5NDc2IA0KTCA5Ny41MzA2ODIgMjE0LjEwOTI0MiANCkwgNjMuNDYwMjI3IDIxNC4xMDkyNDIgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNCI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDI1NTk2MDg1KSIgZD0iTSA5Ny41MzA2ODIgMjUyLjQ2OTQ3NiANCkwgMTMxLjYwMTEzNiAyNTIuNDY5NDc2IA0KTCAxMzEuNjAxMTM2IDIyLjMwODA3IA0KTCA5Ny41MzA2ODIgMjIuMzA4MDcgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNSI%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%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDI1NTk2MDg1KSIgZD0iTSAzMDEuOTUzNDA5IDI1Mi40Njk0NzYgDQpMIDMzNi4wMjM4NjQgMjUyLjQ2OTQ3NiANCkwgMzM2LjAyMzg2NCAxODcuNTUyMTU2IA0KTCAzMDEuOTUzNDA5IDE4Ny41NTIxNTYgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTEiPg0KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQyNTU5NjA4NSkiIGQ9Ik0gMzM2LjAyMzg2NCAyNTIuNDY5NDc2IA0KTCAzNzAuMDk0MzE4IDI1Mi40Njk0NzYgDQpMIDM3MC4wOTQzMTggMjM3LjcxNTU0IA0KTCAzMzYuMDIzODY0IDIzNy43MTU1NCANCnoNCiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xMiI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDI1NTk2MDg1KSIgZD0iTSAzNzAuMDk0MzE4IDI1Mi40Njk0NzYgDQpMIDQwNC4xNjQ3NzMgMjUyLjQ2OTQ3NiANCkwgNDA0LjE2NDc3MyAyMzQuNzY0NzUzIA0KTCAzNzAuMDk0MzE4IDIzNC43NjQ3NTMgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTMiPg0KICAgIDxwYXRoIGQ9Ik0gNDYuNDI1IDI1Mi40Njk0NzYgDQpMIDQ2LjQyNSAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzE0Ij4NCiAgICA8cGF0aCBkPSJNIDQyMS4yIDI1Mi40Njk0NzYgDQpMIDQyMS4yIDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTUiPg0KICAgIDxwYXRoIGQ9Ik0gNDYuNDI1IDI1Mi40Njk0NzYgDQpMIDQyMS4yIDI1Mi40Njk0NzYgDQoiIHN0eWxlPSJmaWxsOm5vbmU7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTYiPg0KICAgIDxwYXRoIGQ9Ik0gNDYuNDI1IDEwLjggDQpMIDQyMS4yIDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7Ii8%2BDQogICA8L2c%2BDQogIDwvZz4NCiA8L2c%2BDQogPGRlZnM%2BDQogIDxjbGlwUGF0aCBpZD0icDk0MjU1OTYwODUiPg0KICAgPHJlY3QgaGVpZ2h0PSIyNDEuNjY5NDc2IiB3aWR0aD0iMzc0Ljc3NSIgeD0iNDYuNDI1IiB5PSIxMC44Ii8%2BDQogIDwvY2xpcFBhdGg%2BDQogPC9kZWZzPg0KPC9zdmc%2BDQo%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=10)&lt;/div&gt;\n\n &lt;img src=&quot;data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiIHN0YW5kYWxvbmU9Im5vIj8%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%2BDQogICA8cGF0aCBkPSJNIDAgMjg4IA0KTCA0MzIgMjg4IA0KTCA0MzIgMCANCkwgMCAwIA0Keg0KIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPg0KICA8L2c%2BDQogIDxnIGlkPSJheGVzXzEiPg0KICAgPGcgaWQ9InBhdGNoXzIiPg0KICAgIDxwYXRoIGQ9Ik0gNTIuMDUgMjUyLjQ2OTQ3NiANCkwgNDIxLjIgMjUyLjQ2OTQ3NiANCkwgNDIxLjIgMTAuOCANCkwgNTIuMDUgMTAuOCANCnoNCiIgc3R5bGU9ImZpbGw6I2VhZWFmMjsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMSI%2BDQogICAgPGcgaWQ9Inh0aWNrXzEiPg0KICAgICA8ZyBpZD0ibGluZTJkXzEiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BhMTcxMWVjNmYyKSIgZD0iTSA3Ny43NTQ4MzYgMjUyLjQ2OTQ3NiANCkwgNzcuNzU0ODM2IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yIj4NCiAgICAgIDxkZWZzPg0KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIA0KTCAwIDMuNSANCiIgaWQ9Im0wNWUwMjU3ZTk0IiBzdHlsZT0ic3Ryb2tlOiMyNjI2MjY7Ii8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI3Ny43NTQ4MzYiIHhsaW5rOmhyZWY9IiNtMDVlMDI1N2U5NCIgeT0iMjUyLjQ2OTQ3NiIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzEiPg0KICAgICAgPCEtLSAxMCAtLT4NCiAgICAgIDxkZWZzPg0KICAgICAgIDxwYXRoIGQ9Ik0gMzcuMjUgMCANCkwgMjguNDY4NzUgMCANCkwgMjguNDY4NzUgNTYgDQpRIDI1LjI5Njg3NSA1Mi45ODQzNzUgMjAuMTQwNjI1IDQ5Ljk1MzEyNSANClEgMTQuOTg0Mzc1IDQ2LjkyMTg3NSAxMC44OTA2MjUgNDUuNDA2MjUgDQpMIDEwLjg5MDYyNSA1My45MDYyNSANClEgMTguMjY1NjI1IDU3LjM3NSAyMy43ODEyNSA2Mi4yOTY4NzUgDQpRIDI5LjI5Njg3NSA2Ny4yMzQzNzUgMzEuNTkzNzUgNzEuODc1IA0KTCAzNy4yNSA3MS44NzUgDQp6DQoiIGlkPSJBcmlhbE1ULTQ5Ii8%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%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGExNzExZWM2ZjIpIiBkPSJNIDEyMi4zODEyODYgMjUyLjQ2OTQ3NiANCkwgMTIyLjM4MTI4NiAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfNCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIxMjIuMzgxMjg2IiB4bGluazpocmVmPSIjbTA1ZTAyNTdlOTQiIHk9IjI1Mi40Njk0NzYiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8yIj4NCiAgICAgIDwhLS0gMTUgLS0%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC00OSIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC01MyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja18zIj4NCiAgICAgPGcgaWQ9ImxpbmUyZF81Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYTE3MTFlYzZmMikiIGQ9Ik0gMTY3LjAwNzczNyAyNTIuNDY5NDc2IA0KTCAxNjcuMDA3NzM3IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjE2Ny4wMDc3MzciIHhsaW5rOmhyZWY9IiNtMDVlMDI1N2U5NCIgeT0iMjUyLjQ2OTQ3NiIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01MCIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja180Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF83Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYTE3MTFlYzZmMikiIGQ9Ik0gMjExLjYzNDE4OCAyNTIuNDY5NDc2IA0KTCAyMTEuNjM0MTg4IDEwLjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF84Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjIxMS42MzQxODgiIHhsaW5rOmhyZWY9IiNtMDVlMDI1N2U5NCIgeT0iMjUyLjQ2OTQ3NiIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzQiPg0KICAgICAgPCEtLSAyNSAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyMDkuNTI5OTkzIDI3NS44OTUxNjcpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTAiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTMiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieHRpY2tfNSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfOSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGExNzExZWM2ZjIpIiBkPSJNIDI1Ni4yNjA2MzggMjUyLjQ2OTQ3NiANCkwgMjU2LjI2MDYzOCAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTAiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMjU2LjI2MDYzOCIgeGxpbms6aHJlZj0iI20wNWUwMjU3ZTk0IiB5PSIyNTIuNDY5NDc2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfNSI%2BDQogICAgICA8IS0tIDMwIC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01MSIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja182Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xMSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGExNzExZWM2ZjIpIiBkPSJNIDMwMC44ODcwODkgMjUyLjQ2OTQ3NiANCkwgMzAwLjg4NzA4OSAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTIiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMzAwLjg4NzA4OSIgeGxpbms6aHJlZj0iI20wNWUwMjU3ZTk0IiB5PSIyNTIuNDY5NDc2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfNiI%2BDQogICAgICA8IS0tIDM1IC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI5OC43ODI4OTQgMjc1Ljg5NTE2Nylyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01MSIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC01MyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja183Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGExNzExZWM2ZjIpIiBkPSJNIDM0NS41MTM1NCAyNTIuNDY5NDc2IA0KTCAzNDUuNTEzNTQgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzE0Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjM0NS41MTM1NCIgeGxpbms6aHJlZj0iI20wNWUwMjU3ZTk0IiB5PSIyNTIuNDY5NDc2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfNyI%2BDQogICAgICA8IS0tIDQwIC0tPg0KICAgICAgPGRlZnM%2BDQogICAgICAgPHBhdGggZD0iTSAzMi4zMjgxMjUgMCANCkwgMzIuMzI4MTI1IDE3LjE0MDYyNSANCkwgMS4yNjU2MjUgMTcuMTQwNjI1IA0KTCAxLjI2NTYyNSAyNS4yMDMxMjUgDQpMIDMzLjkzNzUgNzEuNTc4MTI1IA0KTCA0MS4xMDkzNzUgNzEuNTc4MTI1IA0KTCA0MS4xMDkzNzUgMjUuMjAzMTI1IA0KTCA1MC43ODEyNSAyNS4yMDMxMjUgDQpMIDUwLjc4MTI1IDE3LjE0MDYyNSANCkwgNDEuMTA5Mzc1IDE3LjE0MDYyNSANCkwgNDEuMTA5Mzc1IDAgDQp6DQpNIDMyLjMyODEyNSAyNS4yMDMxMjUgDQpMIDMyLjMyODEyNSA1Ny40Njg3NSANCkwgOS45MDYyNSAyNS4yMDMxMjUgDQp6DQoiIGlkPSJBcmlhbE1ULTUyIi8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzQzLjQwOTM0NSAyNzUuODk1MTY3KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUyIi8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzgiPg0KICAgICA8ZyBpZD0ibGluZTJkXzE1Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYTE3MTFlYzZmMikiIGQ9Ik0gMzkwLjEzOTk5IDI1Mi40Njk0NzYgDQpMIDM5MC4xMzk5OSAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTYiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMzkwLjEzOTk5IiB4bGluazpocmVmPSIjbTA1ZTAyNTdlOTQiIHk9IjI1Mi40Njk0NzYiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF84Ij4NCiAgICAgIDwhLS0gNDUgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzg4LjAzNTc5NSAyNzUuODk1MTY3KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUyIi8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUzIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICA8L2c%2BDQogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzIiPg0KICAgIDxnIGlkPSJ5dGlja18xIj4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGExNzExZWM2ZjIpIiBkPSJNIDUyLjA1IDI1Mi40Njk0NzYgDQpMIDQyMS4yIDI1Mi40Njk0NzYgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%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%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTkiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BhMTcxMWVjNmYyKSIgZD0iTSA1Mi4wNSAyMjIuOTYxNjAzIA0KTCA0MjEuMiAyMjIuOTYxNjAzIA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjAiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNTIuMDUiIHhsaW5rOmhyZWY9IiNtNWZhZGQ1MjgxNSIgeT0iMjIyLjk2MTYwMyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzEwIj4NCiAgICAgIDwhLS0gMjAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzAuNDI4MTI1IDIyNi41NDA1MSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTAiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfMyI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjEiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BhMTcxMWVjNmYyKSIgZD0iTSA1Mi4wNSAxOTMuNDUzNzMxIA0KTCA0MjEuMiAxOTMuNDUzNzMxIA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjIiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNTIuMDUiIHhsaW5rOmhyZWY9IiNtNWZhZGQ1MjgxNSIgeT0iMTkzLjQ1MzczMSIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzExIj4NCiAgICAgIDwhLS0gNDAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzAuNDI4MTI1IDE5Ny4wMzI2Mzcpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUyIi8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzQiPg0KICAgICA8ZyBpZD0ibGluZTJkXzIzIj4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYTE3MTFlYzZmMikiIGQ9Ik0gNTIuMDUgMTYzLjk0NTg1OCANCkwgNDIxLjIgMTYzLjk0NTg1OCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzI0Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjUyLjA1IiB4bGluazpocmVmPSIjbTVmYWRkNTI4MTUiIHk9IjE2My45NDU4NTgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8xMiI%2BDQogICAgICA8IS0tIDYwIC0tPg0KICAgICAgPGRlZnM%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%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjUiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BhMTcxMWVjNmYyKSIgZD0iTSA1Mi4wNSAxMzQuNDM3OTg2IA0KTCA0MjEuMiAxMzQuNDM3OTg2IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjYiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNTIuMDUiIHhsaW5rOmhyZWY9IiNtNWZhZGQ1MjgxNSIgeT0iMTM0LjQzNzk4NiIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzEzIj4NCiAgICAgIDwhLS0gODAgLS0%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%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC01NiIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja182Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yNyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGExNzExZWM2ZjIpIiBkPSJNIDUyLjA1IDEwNC45MzAxMTMgDQpMIDQyMS4yIDEwNC45MzAxMTMgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yOCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI1Mi4wNSIgeGxpbms6aHJlZj0iI201ZmFkZDUyODE1IiB5PSIxMDQuOTMwMTEzIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTQiPg0KICAgICAgPCEtLSAxMDAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjQuODY3MTg4IDEwOC41MDkwMilzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDkiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzciPg0KICAgICA8ZyBpZD0ibGluZTJkXzI5Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYTE3MTFlYzZmMikiIGQ9Ik0gNTIuMDUgNzUuNDIyMjQxIA0KTCA0MjEuMiA3NS40MjIyNDEgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8zMCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI1Mi4wNSIgeGxpbms6aHJlZj0iI201ZmFkZDUyODE1IiB5PSI3NS40MjIyNDEiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8xNSI%2BDQogICAgICA8IS0tIDEyMCAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNC44NjcxODggNzkuMDAxMTQ3KXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC00OSIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC01MCIvPg0KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfOCI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMzEiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BhMTcxMWVjNmYyKSIgZD0iTSA1Mi4wNSA0NS45MTQzNjggDQpMIDQyMS4yIDQ1LjkxNDM2OCANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzMyIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjUyLjA1IiB4bGluazpocmVmPSIjbTVmYWRkNTI4MTUiIHk9IjQ1LjkxNDM2OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzE2Ij4NCiAgICAgIDwhLS0gMTQwIC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI0Ljg2NzE4OCA0OS40OTMyNzUpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ5Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUyIi8%2BDQogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja185Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8zMyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGExNzExZWM2ZjIpIiBkPSJNIDUyLjA1IDE2LjQwNjQ5NiANCkwgNDIxLjIgMTYuNDA2NDk2IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMzQiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNTIuMDUiIHhsaW5rOmhyZWY9IiNtNWZhZGQ1MjgxNSIgeT0iMTYuNDA2NDk2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTciPg0KICAgICAgPCEtLSAxNjAgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjQuODY3MTg4IDE5Ljk4NTQwMilzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDkiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTQiLz4NCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9InRleHRfMTgiPg0KICAgICA8IS0tIEZyZXF1ZW5jeSAtLT4NCiAgICAgPGRlZnM%2BDQogICAgICA8cGF0aCBkPSJNIDguMjAzMTI1IDAgDQpMIDguMjAzMTI1IDcxLjU3ODEyNSANCkwgNTYuNSA3MS41NzgxMjUgDQpMIDU2LjUgNjMuMTQwNjI1IA0KTCAxNy42NzE4NzUgNjMuMTQwNjI1IA0KTCAxNy42NzE4NzUgNDAuOTY4NzUgDQpMIDUxLjI2NTYyNSA0MC45Njg3NSANCkwgNTEuMjY1NjI1IDMyLjUxNTYyNSANCkwgMTcuNjcxODc1IDMyLjUxNTYyNSANCkwgMTcuNjcxODc1IDAgDQp6DQoiIGlkPSJBcmlhbE1ULTcwIi8%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%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%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%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%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNCI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BhMTcxMWVjNmYyKSIgZD0iTSAxMDAuMDY4MDYxIDI1Mi40Njk0NzYgDQpMIDE0Ny44MTgzNjMgMjUyLjQ2OTQ3NiANCkwgMTQ3LjgxODM2MyAxMTMuNzgyNDc1IA0KTCAxMDAuMDY4MDYxIDExMy43ODI0NzUgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNSI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BhMTcxMWVjNmYyKSIgZD0iTSAxNDcuODE4MzYzIDI1Mi40Njk0NzYgDQpMIDE0OS42MDM0MjEgMjUyLjQ2OTQ3NiANCkwgMTQ5LjYwMzQyMSAyMjcuMzg3Nzg0IA0KTCAxNDcuODE4MzYzIDIyNy4zODc3ODQgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNiI%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%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfOCI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BhMTcxMWVjNmYyKSIgZD0iTSAyMzguODU2MzIzIDI1Mi40Njk0NzYgDQpMIDMyOC4xMDkyMjQgMjUyLjQ2OTQ3NiANCkwgMzI4LjEwOTIyNCAxMTIuMzA3MDgyIA0KTCAyMzguODU2MzIzIDExMi4zMDcwODIgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfOSI%2BDQogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BhMTcxMWVjNmYyKSIgZD0iTSAzMjguMTA5MjI0IDI1Mi40Njk0NzYgDQpMIDQwNC40MjA0NTUgMjUyLjQ2OTQ3NiANCkwgNDA0LjQyMDQ1NSAyMzMuMjg5MzU5IA0KTCAzMjguMTA5MjI0IDIzMy4yODkzNTkgDQp6DQoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTAiPg0KICAgIDxwYXRoIGQ9Ik0gNTIuMDUgMjUyLjQ2OTQ3NiANCkwgNTIuMDUgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF8xMSI%2BDQogICAgPHBhdGggZD0iTSA0MjEuMiAyNTIuNDY5NDc2IA0KTCA0MjEuMiAxMC44IA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzEyIj4NCiAgICA8cGF0aCBkPSJNIDUyLjA1IDI1Mi40Njk0NzYgDQpMIDQyMS4yIDI1Mi40Njk0NzYgDQoiIHN0eWxlPSJmaWxsOm5vbmU7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMTMiPg0KICAgIDxwYXRoIGQ9Ik0gNTIuMDUgMTAuOCANCkwgNDIxLjIgMTAuOCANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgPC9nPg0KIDwvZz4NCiA8ZGVmcz4NCiAgPGNsaXBQYXRoIGlkPSJwYTE3MTFlYzZmMiI%2BDQogICA8cmVjdCBoZWlnaHQ9IjI0MS42Njk0NzYiIHdpZHRoPSIzNjkuMTUiIHg9IjUyLjA1IiB5PSIxMC44Ii8%2BDQogIDwvY2xpcFBhdGg%2BDQogPC9kZWZzPg0KPC9zdmc%2BDQo%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n &lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with variable size bins&lt;/strong&gt; (bins=[ 9. 12.5 17.85 18.05 27.95 28.05 38.05 46.6 ], &lt;a href=&quot;https://ui.adsabs.harvard.edu/abs/2013ApJ...764..167S/abstract&quot; target=&quot;_blank&quot;&gt;&quot;bayesian blocks&quot;&lt;/a&gt; binning strategy used)&lt;/div&gt;\n\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;1414846549-frequency_table&quot;&gt;\n &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;13&quot;&gt;\n 13\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 20\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 5.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:7.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;14&quot;&gt;\n 14\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 19\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:7.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;18&quot;&gt;\n 18\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 17\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:6.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;15&quot;&gt;\n 15\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 16\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:6.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;26&quot;&gt;\n 26\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 14\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:5.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;16&quot;&gt;\n 16\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 13\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:5.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;19&quot;&gt;\n 19\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 12\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 3.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:4.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;24&quot;&gt;\n 24\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 11\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 2.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:4.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;25&quot;&gt;\n 25\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 11\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 2.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:4.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;28&quot;&gt;\n 28\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 10\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 2.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:3.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;other&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;Other values (119)&quot;&gt;\n Other values (119)\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 255\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 64.1%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;1414846549-extreme_values&quot;&gt;\n &lt;p class=&quot;h4&quot;&gt;Minimum 5 values&lt;/p&gt;\n&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;9&quot;&gt;\n 9\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:5.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;10&quot;&gt;\n 10\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 2\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:10.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;11&quot;&gt;\n 11\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:20.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;12&quot;&gt;\n 12\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 6\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:30.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;13&quot;&gt;\n 13\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 20\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 5.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n\n&lt;p class=&quot;h4&quot;&gt;Maximum 5 values&lt;/p&gt;\n&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;46.6&quot;&gt;\n 46.6\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;44.6&quot;&gt;\n 44.6\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;44.3&quot;&gt;\n 44.3\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;44&quot;&gt;\n 44\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;43.4&quot;&gt;\n 43.4\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 0.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n\n&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_name&quot;&gt;&lt;/a&gt;\n&lt;div class=&quot;row variable&quot;&gt;\n &lt;div class=&quot;col-sm-3&quot;&gt;\n &lt;p class=&quot;h4&quot; title=&quot;name&quot;&gt;name&lt;br/&gt;\n &lt;small&gt;Categorical&lt;/small&gt;\n &lt;/p&gt;\n &lt;/div&gt;&lt;div class=&quot;col-sm-3&quot;&gt;\n &lt;table class=&quot;stats&quot;&gt;\n &lt;tr class=&quot;alert&quot;&gt;\n &lt;th&gt;Distinct count&lt;/th&gt;\n &lt;td&gt;305&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Unique (%)&lt;/th&gt;\n &lt;td&gt;76.6%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Missing (%)&lt;/th&gt;\n &lt;td&gt;0.0%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Missing (n)&lt;/th&gt;\n &lt;td&gt;0&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n&lt;/div&gt;\n&lt;div class=&quot;col-sm-6 collapse in&quot; id=&quot;minifreqtable-2052697650&quot;&gt;\n &lt;table class=&quot;mini freq&quot;&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;ford pinto&lt;/th&gt;\n &lt;td&gt;\n &lt;div class=&quot;bar&quot;\n style=&quot;width:1.6%&quot;\n data-toggle=&quot;tooltip&quot;\n data-placement=&quot;right&quot;\n data-html=&quot;true&quot;\n data-delay=500\n title=&quot;Percentage: 1.5%&quot;&gt;\n &amp;nbsp;\n &lt;/div&gt;\n 6\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;toyota corolla&lt;/th&gt;\n &lt;td&gt;\n &lt;div class=&quot;bar&quot;\n style=&quot;width:1.3%&quot;\n data-toggle=&quot;tooltip&quot;\n data-placement=&quot;right&quot;\n data-html=&quot;true&quot;\n data-delay=500\n title=&quot;Percentage: 1.3%&quot;&gt;\n &amp;nbsp;\n &lt;/div&gt;\n 5\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;amc matador&lt;/th&gt;\n &lt;td&gt;\n &lt;div class=&quot;bar&quot;\n style=&quot;width:1.3%&quot;\n data-toggle=&quot;tooltip&quot;\n data-placement=&quot;right&quot;\n data-html=&quot;true&quot;\n data-delay=500\n title=&quot;Percentage: 1.3%&quot;&gt;\n &amp;nbsp;\n &lt;/div&gt;\n 5\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;other&quot;&gt;\n &lt;th&gt;Other values (302)&lt;/th&gt;\n &lt;td&gt;\n &lt;div class=&quot;bar&quot;\n style=&quot;width:100.0%&quot;\n data-toggle=&quot;tooltip&quot;\n data-placement=&quot;right&quot;\n data-html=&quot;true&quot;\n data-delay=500\n title=&quot;Percentage: 96.0%&quot;&gt;\n 382\n &lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n&lt;/div&gt;\n&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n data-target=&quot;#descriptives-2052697650, #minifreqtable-2052697650&quot;\n aria-expanded=&quot;true&quot; aria-controls=&quot;collapseExample&quot;&gt;\n Toggle details\n &lt;/a&gt;\n&lt;/div&gt;\n &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives-2052697650&quot;&gt;\n &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n &lt;a href=&quot;#-2052697650-frequency_table&quot;\n aria-controls=&quot;-2052697650-frequency_table&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#-2052697650-composition&quot;\n aria-controls=&quot;-2052697650-composition&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Composition&lt;/a&gt;\n &lt;/li&gt;\n &lt;/ul&gt;\n\n &lt;div class=&quot;tab-content&quot;&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;-2052697650-frequency_table&quot;&gt;\n &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;ford pinto&quot;&gt;\n ford pinto\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 6\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.5%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:1.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;toyota corolla&quot;&gt;\n toyota corolla\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 5\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:1.4%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;amc matador&quot;&gt;\n amc matador\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 5\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:1.4%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;ford maverick&quot;&gt;\n ford maverick\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 5\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.3%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:1.4%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;chevrolet chevette&quot;&gt;\n chevrolet chevette\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:1.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;toyota corona&quot;&gt;\n toyota corona\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:1.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;peugeot 504&quot;&gt;\n peugeot 504\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:1.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;chevrolet impala&quot;&gt;\n chevrolet impala\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:1.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;amc hornet&quot;&gt;\n amc hornet\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:1.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;amc gremlin&quot;&gt;\n amc gremlin\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 4\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 1.0%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:1.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;other&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;Other values (295)&quot;&gt;\n Other values (295)\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 353\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 88.7%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-2052697650-composition&quot;&gt;\n &lt;div class=&quot;extrapadding&quot;&gt;\n &lt;table class=&quot;stats indent&quot;&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Max length&lt;/th&gt;\n &lt;td&gt;36&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Mean length&lt;/th&gt;\n &lt;td&gt;16.095&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Min length&lt;/th&gt;\n &lt;td&gt;6&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Contains chars&lt;/th&gt;\n &lt;td&gt;True&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Contains digits&lt;/th&gt;\n &lt;td&gt;True&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Contains spaces&lt;/th&gt;\n &lt;td&gt;True&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Contains non-words&lt;/th&gt;\n &lt;td&gt;True&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n&lt;/div&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n\n&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_origin&quot;&gt;&lt;/a&gt;\n&lt;div class=&quot;row variable&quot;&gt;\n &lt;div class=&quot;col-sm-3&quot;&gt;\n &lt;p class=&quot;h4&quot; title=&quot;origin&quot;&gt;origin&lt;br/&gt;\n &lt;small&gt;Categorical&lt;/small&gt;\n &lt;/p&gt;\n &lt;/div&gt;&lt;div class=&quot;col-sm-3&quot;&gt;\n &lt;table class=&quot;stats&quot;&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Distinct count&lt;/th&gt;\n &lt;td&gt;3&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Unique (%)&lt;/th&gt;\n &lt;td&gt;0.8%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Missing (%)&lt;/th&gt;\n &lt;td&gt;0.0%&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Missing (n)&lt;/th&gt;\n &lt;td&gt;0&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n&lt;/div&gt;\n&lt;div class=&quot;col-sm-6 collapse in&quot; id=&quot;minifreqtable438503743&quot;&gt;\n &lt;table class=&quot;mini freq&quot;&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;usa&lt;/th&gt;\n &lt;td&gt;\n &lt;div class=&quot;bar&quot;\n style=&quot;width:100.0%&quot;\n data-toggle=&quot;tooltip&quot;\n data-placement=&quot;right&quot;\n data-html=&quot;true&quot;\n data-delay=500\n title=&quot;Percentage: 62.6%&quot;&gt;\n 249\n &lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;japan&lt;/th&gt;\n &lt;td&gt;\n &lt;div class=&quot;bar&quot;\n style=&quot;width:31.7%&quot;\n data-toggle=&quot;tooltip&quot;\n data-placement=&quot;right&quot;\n data-html=&quot;true&quot;\n data-delay=500\n title=&quot;Percentage: 19.8%&quot;&gt;\n 79\n &lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;europe&lt;/th&gt;\n &lt;td&gt;\n &lt;div class=&quot;bar&quot;\n style=&quot;width:28.1%&quot;\n data-toggle=&quot;tooltip&quot;\n data-placement=&quot;right&quot;\n data-html=&quot;true&quot;\n data-delay=500\n title=&quot;Percentage: 17.6%&quot;&gt;\n 70\n &lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n&lt;/div&gt;\n&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n data-target=&quot;#descriptives438503743, #minifreqtable438503743&quot;\n aria-expanded=&quot;true&quot; aria-controls=&quot;collapseExample&quot;&gt;\n Toggle details\n &lt;/a&gt;\n&lt;/div&gt;\n &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives438503743&quot;&gt;\n &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n &lt;a href=&quot;#438503743-frequency_table&quot;\n aria-controls=&quot;438503743-frequency_table&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#438503743-composition&quot;\n aria-controls=&quot;438503743-composition&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Composition&lt;/a&gt;\n &lt;/li&gt;\n &lt;/ul&gt;\n\n &lt;div class=&quot;tab-content&quot;&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;438503743-frequency_table&quot;&gt;\n &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n &lt;thead&gt;\n &lt;tr&gt;\n &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/thead&gt;\n &lt;tbody&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;usa&quot;&gt;\n usa\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 249\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 62.6%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;japan&quot;&gt;\n japan\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 79\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 19.8%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:31.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;td class=&quot;fillremaining&quot; title=&quot;europe&quot;&gt;\n europe\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 70\n &lt;/td&gt;\n &lt;td class=&quot;number&quot;&gt;\n 17.6%\n &lt;/td&gt;\n &lt;td class=&quot;bartd&quot;&gt;\n &lt;div class=&quot;bar&quot; style=&quot;width:28.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n &lt;/td&gt;\n &lt;/tr&gt;\n &lt;/tbody&gt;\n&lt;/table&gt;\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;438503743-composition&quot;&gt;\n &lt;div class=&quot;extrapadding&quot;&gt;\n &lt;table class=&quot;stats indent&quot;&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Max length&lt;/th&gt;\n &lt;td&gt;6&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Mean length&lt;/th&gt;\n &lt;td&gt;3.9246&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr class=&quot;&quot;&gt;\n &lt;th&gt;Min length&lt;/th&gt;\n &lt;td&gt;3&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Contains chars&lt;/th&gt;\n &lt;td&gt;True&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Contains digits&lt;/th&gt;\n &lt;td&gt;False&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Contains spaces&lt;/th&gt;\n &lt;td&gt;False&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;th&gt;Contains non-words&lt;/th&gt;\n &lt;td&gt;False&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n&lt;/div&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n &lt;/div&gt;\n\n&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_weight&quot;&gt;&lt;/a&gt;\n&lt;div class=&quot;row variable ignore&quot;&gt;\n &lt;div class=&quot;col-sm-3&quot;&gt;\n &lt;p class=&quot;h4&quot; title=&quot;weight&quot;&gt;weight&lt;br/&gt;\n &lt;small&gt;Highly correlated&lt;/small&gt;\n &lt;/p&gt;\n &lt;/div&gt;&lt;div class=&quot;col-sm-3&quot;&gt;\n &lt;p&gt;&lt;em&gt;This variable is highly correlated with &lt;a href=&quot;#pp_var_displacement&quot;&gt;&lt;code&gt;displacement&lt;/code&gt;&lt;/a&gt; and should be ignored for analysis&lt;/em&gt;&lt;/p&gt;\n&lt;/div&gt;\n&lt;div class=&quot;col-sm-6&quot;&gt;\n &lt;table class=&quot;stats &quot;&gt;\n &lt;tr&gt;\n &lt;th&gt;Correlation&lt;/th&gt;\n &lt;td&gt;0.93282&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n&lt;/div&gt;\n&lt;/div&gt;\n &lt;div class=&quot;row header&quot;&gt;\n &lt;a class=&quot;anchor-pos&quot; id=&quot;correlations&quot;&gt;&lt;/a&gt;\n &lt;h1 class=&quot;page-header&quot;&gt;Correlations&lt;/h1&gt;\n &lt;/div&gt;\n &lt;div class=&quot;row variable&quot;&gt;\n &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n &lt;a href=&quot;#correlations-pearson&quot;\n aria-controls=&quot;correlations-pearson&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Pearson&#x27;s r&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#correlations-spearman&quot;\n aria-controls=&quot;correlations-spearman&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Spearman&#x27;s &amp;rho;&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#correlations-kendall&quot;\n aria-controls=&quot;correlations-kendall&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Kendall&#x27;s &amp;tau;&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#correlations-phi_k&quot;\n aria-controls=&quot;correlations-phi_k&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Phik (&amp;phi;&lt;sub&gt;&lt;em&gt;k&lt;/em&gt;&lt;/sub&gt;)&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#correlations-cramers&quot;\n aria-controls=&quot;correlations-cramers&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Cramér&#x27;s V (&amp;phi;&lt;sub&gt;&lt;em&gt;c&lt;/em&gt;&lt;/sub&gt;)&lt;/a&gt;\n &lt;/li&gt;\n &lt;li role=&quot;presentation&quot;&gt;\n &lt;a href=&quot;#correlations-recoded&quot;\n aria-controls=&quot;correlations-recoded&quot;\n role=&quot;tab&quot;\n data-toggle=&quot;tab&quot;&gt;Recoded&lt;/a&gt;\n &lt;/li&gt;\n &lt;/ul&gt;\n\n &lt;div class=&quot;tab-content&quot;&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;correlations-pearson&quot;&gt;\n &lt;img 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%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDJmM2Y5YTg0MzcpIiBkPSJNIDE3OS4wNzQyODYgMzE2LjggDQpMIDE3OS4wNzQyODYgNDcuNTIgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yIj4NCiAgICAgIDxkZWZzPg0KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIA0KTCAwIDMuNSANCiIgaWQ9Im04ZDkzMDIzNDgxIiBzdHlsZT0ic3Ryb2tlOiMyNjI2MjY7Ii8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIxNzkuMDc0Mjg2IiB4bGluazpocmVmPSIjbThkOTMwMjM0ODEiIHk9IjMxNi44Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMSI%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%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%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%2BDQogICAgICAgPHBhdGggZD0iTSA2LjY0MDYyNSA2MS40Njg3NSANCkwgNi42NDA2MjUgNzEuNTc4MTI1IA0KTCAxNS40Mzc1IDcxLjU3ODEyNSANCkwgMTUuNDM3NSA2MS40Njg3NSANCnoNCk0gNi42NDA2MjUgMCANCkwgNi42NDA2MjUgNTEuODU5Mzc1IA0KTCAxNS40Mzc1IDUxLjg1OTM3NSANCkwgMTUuNDM3NSAwIA0Keg0KIiBpZD0iQXJpYWxNVC0xMDUiLz4NCiAgICAgICA8cGF0aCBkPSJNIDMuMzI4MTI1IDI1LjkyMTg3NSANClEgMy4zMjgxMjUgNDAuMzI4MTI1IDExLjMyODEyNSA0Ny4yNjU2MjUgDQpRIDE4LjAxNTYyNSA1My4wMzEyNSAyNy42NDA2MjUgNTMuMDMxMjUgDQpRIDM4LjMyODEyNSA1My4wMzEyNSA0NS4xMDkzNzUgNDYuMDE1NjI1IA0KUSA1MS45MDYyNSAzOS4wMTU2MjUgNTEuOTA2MjUgMjYuNjU2MjUgDQpRIDUxLjkwNjI1IDE2LjY1NjI1IDQ4LjkwNjI1IDEwLjkwNjI1IA0KUSA0NS45MDYyNSA1LjE3MTg3NSA0MC4xNTYyNSAyIA0KUSAzNC40MjE4NzUgLTEuMTcxODc1IDI3LjY0MDYyNSAtMS4xNzE4NzUgDQpRIDE2Ljc1IC0xLjE3MTg3NSAxMC4wMzEyNSA1LjgxMjUgDQpRIDMuMzI4MTI1IDEyLjc5Njg3NSAzLjMyODEyNSAyNS45MjE4NzUgDQp6DQpNIDEyLjM1OTM3NSAyNS45MjE4NzUgDQpRIDEyLjM1OTM3NSAxNS45Njg3NSAxNi43MDMxMjUgMTEuMDE1NjI1IA0KUSAyMS4wNDY4NzUgNi4wNjI1IDI3LjY0MDYyNSA2LjA2MjUgDQpRIDM0LjE4NzUgNi4wNjI1IDM4LjUzMTI1IDExLjAzMTI1IA0KUSA0Mi44NzUgMTYuMDE1NjI1IDQyLjg3NSAyNi4yMTg3NSANClEgNDIuODc1IDM1Ljg0Mzc1IDM4LjUgNDAuNzk2ODc1IA0KUSAzNC4xMjUgNDUuNzUgMjcuNjQwNjI1IDQ1Ljc1IA0KUSAyMS4wNDY4NzUgNDUuNzUgMTYuNzAzMTI1IDQwLjgxMjUgDQpRIDEyLjM1OTM3NSAzNS44OTA2MjUgMTIuMzU5Mzc1IDI1LjkyMTg3NSANCnoNCiIgaWQ9IkFyaWFsTVQtMTExIi8%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%2BDQogICAgICAgPHVzZSB4PSIxNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDEiLz4NCiAgICAgICA8dXNlIHg9IjIxMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwOCIvPg0KICAgICAgIDx1c2UgeD0iMjMzLjQ0NzI2NiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAxIi8%2BDQogICAgICAgPHVzZSB4PSIyODkuMDYyNSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE0Ii8%2BDQogICAgICAgPHVzZSB4PSIzMjIuMzYzMjgxIiB4bGluazpocmVmPSIjQXJpYWxNVC05NyIvPg0KICAgICAgIDx1c2UgeD0iMzc3Ljk3ODUxNiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE2Ii8%2BDQogICAgICAgPHVzZSB4PSI0MDUuNzYxNzE5IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDUiLz4NCiAgICAgICA8dXNlIHg9IjQyNy45Nzg1MTYiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExMSIvPg0KICAgICAgIDx1c2UgeD0iNDgzLjU5Mzc1IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTAiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieHRpY2tfMiI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDJmM2Y5YTg0MzcpIiBkPSJNIDIxNy41NDI4NTcgMzE2LjggDQpMIDIxNy41NDI4NTcgNDcuNTIgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF80Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjIxNy41NDI4NTciIHhsaW5rOmhyZWY9IiNtOGQ5MzAyMzQ4MSIgeT0iMzE2LjgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8yIj4NCiAgICAgIDwhLS0gY3lsaW5kZXJzIC0tPg0KICAgICAgPGRlZnM%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%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%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%2BDQogICAgICAgPHVzZSB4PSIxMjIuMjE2Nzk3IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDUiLz4NCiAgICAgICA8dXNlIHg9IjE0NC40MzM1OTQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExMCIvPg0KICAgICAgIDx1c2UgeD0iMjAwLjA0ODgyOCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAwIi8%2BDQogICAgICAgPHVzZSB4PSIyNTUuNjY0MDYyIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDEiLz4NCiAgICAgICA8dXNlIHg9IjMxMS4yNzkyOTciIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNCIvPg0KICAgICAgIDx1c2UgeD0iMzQ0LjU4MDA3OCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE1Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzMiPg0KICAgICA8ZyBpZD0ibGluZTJkXzUiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyZjNmOWE4NDM3KSIgZD0iTSAyNTYuMDExNDI5IDMxNi44IA0KTCAyNTYuMDExNDI5IDQ3LjUyIA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIyNTYuMDExNDI5IiB4bGluazpocmVmPSIjbThkOTMwMjM0ODEiIHk9IjMxNi44Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMyI%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%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwNSIvPg0KICAgICAgIDx1c2UgeD0iNzcuODMyMDMxIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTUiLz4NCiAgICAgICA8dXNlIHg9IjEyNy44MzIwMzEiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExMiIvPg0KICAgICAgIDx1c2UgeD0iMTgzLjQ0NzI2NiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA4Ii8%2BDQogICAgICAgPHVzZSB4PSIyMDUuNjY0MDYyIiB4bGluazpocmVmPSIjQXJpYWxNVC05NyIvPg0KICAgICAgIDx1c2UgeD0iMjYxLjI3OTI5NyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtOTkiLz4NCiAgICAgICA8dXNlIHg9IjMxMS4yNzkyOTciIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgIDx1c2UgeD0iMzY2Ljg5NDUzMSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA5Ii8%2BDQogICAgICAgPHVzZSB4PSI0NTAuMTk1MzEyIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDEiLz4NCiAgICAgICA8dXNlIHg9IjUwNS44MTA1NDciIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExMCIvPg0KICAgICAgIDx1c2UgeD0iNTYxLjQyNTc4MSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzQiPg0KICAgICA8ZyBpZD0ibGluZTJkXzciPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyZjNmOWE4NDM3KSIgZD0iTSAyOTQuNDggMzE2LjggDQpMIDI5NC40OCA0Ny41MiANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzgiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMjk0LjQ4IiB4bGluazpocmVmPSIjbThkOTMwMjM0ODEiIHk9IjMxNi44Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfNCI%2BDQogICAgICA8IS0tIGhvcnNlcG93ZXIgLS0%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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjk3LjA2NTE1NiAzNzkuNTQ2ODc1KXJvdGF0ZSgtOTApc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwNCIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTEiLz4NCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNCIvPg0KICAgICAgIDx1c2UgeD0iMTQ0LjUzMTI1IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTUiLz4NCiAgICAgICA8dXNlIHg9IjE5NC41MzEyNSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAxIi8%2BDQogICAgICAgPHVzZSB4PSIyNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTIiLz4NCiAgICAgICA8dXNlIHg9IjMwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExMSIvPg0KICAgICAgIDx1c2UgeD0iMzYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE5Ii8%2BDQogICAgICAgPHVzZSB4PSI0MzMuNTkzNzUiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgIDx1c2UgeD0iNDg5LjIwODk4NCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE0Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzUiPg0KICAgICA8ZyBpZD0ibGluZTJkXzkiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyZjNmOWE4NDM3KSIgZD0iTSAzMzIuOTQ4NTcxIDMxNi44IA0KTCAzMzIuOTQ4NTcxIDQ3LjUyIA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTAiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMzMyLjk0ODU3MSIgeGxpbms6aHJlZj0iI204ZDkzMDIzNDgxIiB5PSIzMTYuOCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzUiPg0KICAgICAgPCEtLSBtb2RlbF95ZWFyIC0tPg0KICAgICAgPGRlZnM%2BDQogICAgICAgPHBhdGggZD0iTSAtMS41MTU2MjUgLTE5Ljg3NSANCkwgLTEuNTE1NjI1IC0xMy41MzEyNSANCkwgNTYuNzM0Mzc1IC0xMy41MzEyNSANCkwgNTYuNzM0Mzc1IC0xOS44NzUgDQp6DQoiIGlkPSJBcmlhbE1ULTk1Ii8%2BDQogICAgICA8L2RlZnM%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%2BDQogICAgICAgPHVzZSB4PSI0MzMuNTkzNzUiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTk3Ii8%2BDQogICAgICAgPHVzZSB4PSI0ODkuMjA4OTg0IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTQiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieHRpY2tfNiI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTEiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyZjNmOWE4NDM3KSIgZD0iTSAzNzEuNDE3MTQzIDMxNi44IA0KTCAzNzEuNDE3MTQzIDQ3LjUyIA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTIiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMzcxLjQxNzE0MyIgeGxpbms6aHJlZj0iI204ZDkzMDIzNDgxIiB5PSIzMTYuOCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzYiPg0KICAgICAgPCEtLSBtcGcgLS0%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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzczLjg4NTExMiAzNDYuNzUxNTYyKXJvdGF0ZSgtOTApc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwOSIvPg0KICAgICAgIDx1c2UgeD0iODMuMzAwNzgxIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTIiLz4NCiAgICAgICA8dXNlIHg9IjEzOC45MTYwMTYiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja183Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDJmM2Y5YTg0MzcpIiBkPSJNIDQwOS44ODU3MTQgMzE2LjggDQpMIDQwOS44ODU3MTQgNDcuNTIgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI0MDkuODg1NzE0IiB4bGluazpocmVmPSIjbThkOTMwMjM0ODEiIHk9IjMxNi44Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfNyI%2BDQogICAgICA8IS0tIHdlaWdodCAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg0MTIuNDEyMjc3IDM1Ni4yMDQ2ODcpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE5Ii8%2BDQogICAgICAgPHVzZSB4PSI3Mi4yMTY3OTciIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgIDx1c2UgeD0iMTI3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA1Ii8%2BDQogICAgICAgPHVzZSB4PSIxNTAuMDQ4ODI4IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDMiLz4NCiAgICAgICA8dXNlIHg9IjIwNS42NjQwNjIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwNCIvPg0KICAgICAgIDx1c2UgeD0iMjYxLjI3OTI5NyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICA8L2c%2BDQogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzIiPg0KICAgIDxnIGlkPSJ5dGlja18xIj4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDJmM2Y5YTg0MzcpIiBkPSJNIDE1OS44NCA2Ni43NTQyODYgDQpMIDQyOS4xMiA2Ni43NTQyODYgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNiI%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%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTk5Ii8%2BDQogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC05OSIvPg0KICAgICAgIDx1c2UgeD0iMTU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAxIi8%2BDQogICAgICAgPHVzZSB4PSIyMTEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDgiLz4NCiAgICAgICA8dXNlIHg9IjIzMy40NDcyNjYiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgIDx1c2UgeD0iMjg5LjA2MjUiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNCIvPg0KICAgICAgIDx1c2UgeD0iMzIyLjM2MzI4MSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtOTciLz4NCiAgICAgICA8dXNlIHg9IjM3Ny45Nzg1MTYiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNiIvPg0KICAgICAgIDx1c2UgeD0iNDA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA1Ii8%2BDQogICAgICAgPHVzZSB4PSI0MjcuOTc4NTE2IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTEiLz4NCiAgICAgICA8dXNlIHg9IjQ4My41OTM3NSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEwIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzIiPg0KICAgICA8ZyBpZD0ibGluZTJkXzE3Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMmYzZjlhODQzNykiIGQ9Ik0gMTU5Ljg0IDEwNS4yMjI4NTcgDQpMIDQyOS4xMiAxMDUuMjIyODU3IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTgiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMTU5Ljg0IiB4bGluazpocmVmPSIjbWIwMWUyNDUzNjAiIHk9IjEwNS4yMjI4NTciLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF85Ij4NCiAgICAgIDwhLS0gY3lsaW5kZXJzIC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEwOS44ODM3NSAxMDguODAxNzYzKXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC05OSIvPg0KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEyMSIvPg0KICAgICAgIDx1c2UgeD0iMTAwIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDgiLz4NCiAgICAgICA8dXNlIHg9IjEyMi4yMTY3OTciIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwNSIvPg0KICAgICAgIDx1c2UgeD0iMTQ0LjQzMzU5NCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEwIi8%2BDQogICAgICAgPHVzZSB4PSIyMDAuMDQ4ODI4IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDAiLz4NCiAgICAgICA8dXNlIHg9IjI1NS42NjQwNjIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgIDx1c2UgeD0iMzExLjI3OTI5NyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE0Ii8%2BDQogICAgICAgPHVzZSB4PSIzNDQuNTgwMDc4IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTUiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfMyI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTkiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyZjNmOWE4NDM3KSIgZD0iTSAxNTkuODQgMTQzLjY5MTQyOSANCkwgNDI5LjEyIDE0My42OTE0MjkgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yMCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIxNTkuODQiIHhsaW5rOmhyZWY9IiNtYjAxZTI0NTM2MCIgeT0iMTQzLjY5MTQyOSIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzEwIj4NCiAgICAgIDwhLS0gZGlzcGxhY2VtZW50IC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDkwLjQyMjgxMyAxNDcuMjcwMzM1KXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC0xMDAiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA1Ii8%2BDQogICAgICAgPHVzZSB4PSI3Ny44MzIwMzEiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNSIvPg0KICAgICAgIDx1c2UgeD0iMTI3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEyIi8%2BDQogICAgICAgPHVzZSB4PSIxODMuNDQ3MjY2IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDgiLz4NCiAgICAgICA8dXNlIHg9IjIwNS42NjQwNjIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTk3Ii8%2BDQogICAgICAgPHVzZSB4PSIyNjEuMjc5Mjk3IiB4bGluazpocmVmPSIjQXJpYWxNVC05OSIvPg0KICAgICAgIDx1c2UgeD0iMzExLjI3OTI5NyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAxIi8%2BDQogICAgICAgPHVzZSB4PSIzNjYuODk0NTMxIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDkiLz4NCiAgICAgICA8dXNlIHg9IjQ1MC4xOTUzMTIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgIDx1c2UgeD0iNTA1LjgxMDU0NyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEwIi8%2BDQogICAgICAgPHVzZSB4PSI1NjEuNDI1NzgxIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTYiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfNCI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjEiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyZjNmOWE4NDM3KSIgZD0iTSAxNTkuODQgMTgyLjE2IA0KTCA0MjkuMTIgMTgyLjE2IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjIiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMTU5Ljg0IiB4bGluazpocmVmPSIjbWIwMWUyNDUzNjAiIHk9IjE4Mi4xNiIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzExIj4NCiAgICAgIDwhLS0gaG9yc2Vwb3dlciAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg5Ny4wOTMxMjUgMTg1LjczODkwNilzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA0Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExMSIvPg0KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE0Ii8%2BDQogICAgICAgPHVzZSB4PSIxNDQuNTMxMjUiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNSIvPg0KICAgICAgIDx1c2UgeD0iMTk0LjUzMTI1IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDEiLz4NCiAgICAgICA8dXNlIHg9IjI1MC4xNDY0ODQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExMiIvPg0KICAgICAgIDx1c2UgeD0iMzA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTExIi8%2BDQogICAgICAgPHVzZSB4PSIzNjEuMzc2OTUzIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTkiLz4NCiAgICAgICA8dXNlIHg9IjQzMy41OTM3NSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAxIi8%2BDQogICAgICAgPHVzZSB4PSI0ODkuMjA4OTg0IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTQiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfNSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjMiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyZjNmOWE4NDM3KSIgZD0iTSAxNTkuODQgMjIwLjYyODU3MSANCkwgNDI5LjEyIDIyMC42Mjg1NzEgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yNCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIxNTkuODQiIHhsaW5rOmhyZWY9IiNtYjAxZTI0NTM2MCIgeT0iMjIwLjYyODU3MSIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzEyIj4NCiAgICAgIDwhLS0gbW9kZWxfeWVhciAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg5Ny4wOTMxMjUgMjI0LjIwNzQ3OClzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA5Ii8%2BDQogICAgICAgPHVzZSB4PSI4My4zMDA3ODEiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExMSIvPg0KICAgICAgIDx1c2UgeD0iMTM4LjkxNjAxNiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAwIi8%2BDQogICAgICAgPHVzZSB4PSIxOTQuNTMxMjUiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgIDx1c2UgeD0iMjUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA4Ii8%2BDQogICAgICAgPHVzZSB4PSIyNzIuMzYzMjgxIiB4bGluazpocmVmPSIjQXJpYWxNVC05NSIvPg0KICAgICAgIDx1c2UgeD0iMzI3Ljk3ODUxNiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTIxIi8%2BDQogICAgICAgPHVzZSB4PSIzNzcuOTc4NTE2IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDEiLz4NCiAgICAgICA8dXNlIHg9IjQzMy41OTM3NSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtOTciLz4NCiAgICAgICA8dXNlIHg9IjQ4OS4yMDg5ODQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja182Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yNSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDJmM2Y5YTg0MzcpIiBkPSJNIDE1OS44NCAyNTkuMDk3MTQzIA0KTCA0MjkuMTIgMjU5LjA5NzE0MyANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzI2Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjE1OS44NCIgeGxpbms6aHJlZj0iI21iMDFlMjQ1MzYwIiB5PSIyNTkuMDk3MTQzIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTMiPg0KICAgICAgPCEtLSBtcGcgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTI5Ljg4ODQzOCAyNjIuNjE3NDU1KXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC0xMDkiLz4NCiAgICAgICA8dXNlIHg9IjgzLjMwMDc4MSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEyIi8%2BDQogICAgICAgPHVzZSB4PSIxMzguOTE2MDE2IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDMiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfNyI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjciPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyZjNmOWE4NDM3KSIgZD0iTSAxNTkuODQgMjk3LjU2NTcxNCANCkwgNDI5LjEyIDI5Ny41NjU3MTQgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yOCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIxNTkuODQiIHhsaW5rOmhyZWY9IiNtYjAxZTI0NTM2MCIgeT0iMjk3LjU2NTcxNCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzE0Ij4NCiAgICAgIDwhLS0gd2VpZ2h0IC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEyMC40MzUzMTMgMzAxLjE0NDYyMSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE5Ii8%2BDQogICAgICAgPHVzZSB4PSI3Mi4yMTY3OTciIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgIDx1c2UgeD0iMTI3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA1Ii8%2BDQogICAgICAgPHVzZSB4PSIxNTAuMDQ4ODI4IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDMiLz4NCiAgICAgICA8dXNlIHg9IjIwNS42NjQwNjIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwNCIvPg0KICAgICAgIDx1c2UgeD0iMjYxLjI3OTI5NyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMyI%2BDQogICAgPHBhdGggZD0iTSAxNTkuODQgMzE2LjggDQpMIDE1OS44NCA0Ny41MiANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF80Ij4NCiAgICA8cGF0aCBkPSJNIDQyOS4xMiAzMTYuOCANCkwgNDI5LjEyIDQ3LjUyIA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzUiPg0KICAgIDxwYXRoIGQ9Ik0gMTU5Ljg0IDMxNi44IA0KTCA0MjkuMTIgMzE2LjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNiI%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%2BDQogICA8L2c%2BDQogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzMiLz4NCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfNCI%2BDQogICAgPGcgaWQ9Inl0aWNrXzgiPg0KICAgICA8ZyBpZD0ibGluZTJkXzI5Ij4NCiAgICAgIDxkZWZzPg0KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIA0KTCAzLjUgMCANCiIgaWQ9Im1mN2RjYmM4ZjY4IiBzdHlsZT0ic3Ryb2tlOiMyNjI2MjY7Ii8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI0NjQuOTA0IiB4bGluazpocmVmPSIjbWY3ZGNiYzhmNjgiIHk9IjMxNi44Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTUiPg0KICAgICAgPCEtLSDiiJIxLjAwIC0tPg0KICAgICAgPGRlZnM%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%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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDc1LjQwNCAzMjAuMzc4OTA2KXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC04NzIyIi8%2BDQogICAgICAgPHVzZSB4PSI1OC4zOTg0MzgiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ5Ii8%2BDQogICAgICAgPHVzZSB4PSIxMTQuMDEzNjcyIiB4bGluazpocmVmPSIjQXJpYWxNVC00NiIvPg0KICAgICAgIDx1c2UgeD0iMTQxLjc5Njg3NSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgICA8dXNlIHg9IjE5Ny40MTIxMDkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzkiPg0KICAgICA8ZyBpZD0ibGluZTJkXzMwIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2NC45MDQiIHhsaW5rOmhyZWY9IiNtZjdkY2JjOGY2OCIgeT0iMjgzLjE0Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTYiPg0KICAgICAgPCEtLSDiiJIwLjc1IC0tPg0KICAgICAgPGRlZnM%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%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%2BDQogICAgICAgPHVzZSB4PSIxNDEuNzk2ODc1IiB4bGluazpocmVmPSIjQXJpYWxNVC01NSIvPg0KICAgICAgIDx1c2UgeD0iMTk3LjQxMjEwOSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTMiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfMTAiPg0KICAgICA8ZyBpZD0ibGluZTJkXzMxIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2NC45MDQiIHhsaW5rOmhyZWY9IiNtZjdkY2JjOGY2OCIgeT0iMjQ5LjQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTciPg0KICAgICAgPCEtLSDiiJIwLjUwIC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQ3NS40MDQgMjUzLjA1ODkwNilzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtODcyMiIvPg0KICAgICAgIDx1c2UgeD0iNTguMzk4NDM4IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgIDx1c2UgeD0iMTE0LjAxMzY3MiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDYiLz4NCiAgICAgICA8dXNlIHg9IjE0MS43OTY4NzUiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUzIi8%2BDQogICAgICAgPHVzZSB4PSIxOTcuNDEyMTA5IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja18xMSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMzIiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNDY0LjkwNCIgeGxpbms6aHJlZj0iI21mN2RjYmM4ZjY4IiB5PSIyMTUuODIiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8xOCI%2BDQogICAgICA8IS0tIOKIkjAuMjUgLS0%2BDQogICAgICA8ZGVmcz4NCiAgICAgICA8cGF0aCBkPSJNIDUwLjM0Mzc1IDguNDUzMTI1IA0KTCA1MC4zNDM3NSAwIA0KTCAzLjAzMTI1IDAgDQpRIDIuOTM3NSAzLjE3MTg3NSA0LjA0Njg3NSA2LjEwOTM3NSANClEgNS44NTkzNzUgMTAuOTM3NSA5LjgyODEyNSAxNS42MjUgDQpRIDEzLjgxMjUgMjAuMzEyNSAyMS4zNDM3NSAyNi40Njg3NSANClEgMzMuMDE1NjI1IDM2LjAzMTI1IDM3LjEwOTM3NSA0MS42MjUgDQpRIDQxLjIxODc1IDQ3LjIxODc1IDQxLjIxODc1IDUyLjIwMzEyNSANClEgNDEuMjE4NzUgNTcuNDIxODc1IDM3LjQ2ODc1IDYxIA0KUSAzMy43MzQzNzUgNjQuNTkzNzUgMjcuNzM0Mzc1IDY0LjU5Mzc1IA0KUSAyMS4zOTA2MjUgNjQuNTkzNzUgMTcuNTc4MTI1IDYwLjc4MTI1IA0KUSAxMy43NjU2MjUgNTYuOTg0Mzc1IDEzLjcxODc1IDUwLjI1IA0KTCA0LjY4NzUgNTEuMTcxODc1IA0KUSA1LjYwOTM3NSA2MS4yODEyNSAxMS42NTYyNSA2Ni41NzgxMjUgDQpRIDE3LjcxODc1IDcxLjg3NSAyNy45Mzc1IDcxLjg3NSANClEgMzguMjM0Mzc1IDcxLjg3NSA0NC4yMzQzNzUgNjYuMTU2MjUgDQpRIDUwLjI1IDYwLjQ1MzEyNSA1MC4yNSA1MiANClEgNTAuMjUgNDcuNzAzMTI1IDQ4LjQ4NDM3NSA0My41NDY4NzUgDQpRIDQ2LjczNDM3NSAzOS40MDYyNSA0Mi42NTYyNSAzNC44MTI1IA0KUSAzOC41NzgxMjUgMzAuMjE4NzUgMjkuMTA5Mzc1IDIyLjIxODc1IA0KUSAyMS4xODc1IDE1LjU3ODEyNSAxOC45Mzc1IDEzLjIwMzEyNSANClEgMTYuNzAzMTI1IDEwLjg0Mzc1IDE1LjIzNDM3NSA4LjQ1MzEyNSANCnoNCiIgaWQ9IkFyaWFsTVQtNTAiLz4NCiAgICAgIDwvZGVmcz4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg0NzUuNDA0IDIxOS4zOTg5MDYpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTg3MjIiLz4NCiAgICAgICA8dXNlIHg9IjU4LjM5ODQzOCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgICA8dXNlIHg9IjExNC4wMTM2NzIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ2Ii8%2BDQogICAgICAgPHVzZSB4PSIxNDEuNzk2ODc1IiB4bGluazpocmVmPSIjQXJpYWxNVC01MCIvPg0KICAgICAgIDx1c2UgeD0iMTk3LjQxMjEwOSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTMiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfMTIiPg0KICAgICA8ZyBpZD0ibGluZTJkXzMzIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2NC45MDQiIHhsaW5rOmhyZWY9IiNtZjdkY2JjOGY2OCIgeT0iMTgyLjE2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTkiPg0KICAgICAgPCEtLSAwLjAwIC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQ3NS40MDQgMTg1LjczODkwNilzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDYiLz4NCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgICA8dXNlIHg9IjEzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzEzIj4NCiAgICAgPGcgaWQ9ImxpbmUyZF8zNCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI0NjQuOTA0IiB4bGluazpocmVmPSIjbWY3ZGNiYzhmNjgiIHk9IjE0OC41Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMjAiPg0KICAgICAgPCEtLSAwLjI1IC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQ3NS40MDQgMTUyLjA3ODkwNilzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDYiLz4NCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTAiLz4NCiAgICAgICA8dXNlIHg9IjEzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUzIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzE0Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8zNSI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI0NjQuOTA0IiB4bGluazpocmVmPSIjbWY3ZGNiYzhmNjgiIHk9IjExNC44NCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzIxIj4NCiAgICAgIDwhLS0gMC41MCAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg0NzUuNDA0IDExOC40MTg5MDYpc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ2Ii8%2BDQogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUzIi8%2BDQogICAgICAgPHVzZSB4PSIxMzkuMDEzNjcyIiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja18xNSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMzYiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNDY0LjkwNCIgeGxpbms6aHJlZj0iI21mN2RjYmM4ZjY4IiB5PSI4MS4xOCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzIyIj4NCiAgICAgIDwhLS0gMC43NSAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg0NzUuNDA0IDg0Ljc1ODkwNilzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDYiLz4NCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTUiLz4NCiAgICAgICA8dXNlIHg9IjEzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUzIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzE2Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8zNyI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI0NjQuOTA0IiB4bGluazpocmVmPSIjbWY3ZGNiYzhmNjgiIHk9IjQ3LjUyIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMjMiPg0KICAgICAgPCEtLSAxLjAwIC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQ3NS40MDQgNTEuMDk4OTA2KXNjYWxlKDAuMSAtMC4xKSI%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class=&quot;img-responsive center-img&quot; alt=&quot;Pearson&#x27;s r&quot;&gt;\n &lt;/div&gt;\n &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;correlations-spearman&quot;&gt;\n &lt;img 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%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDYwM2NlNGE3NzUpIiBkPSJNIDE3OS4wNzQyODYgMzE2LjggDQpMIDE3OS4wNzQyODYgNDcuNTIgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yIj4NCiAgICAgIDxkZWZzPg0KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIA0KTCAwIDMuNSANCiIgaWQ9Im1jMGRjMTYxOTdiIiBzdHlsZT0ic3Ryb2tlOiMyNjI2MjY7Ii8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIxNzkuMDc0Mjg2IiB4bGluazpocmVmPSIjbWMwZGMxNjE5N2IiIHk9IjMxNi44Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMSI%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%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%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%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%2BDQogICAgICAgPHBhdGggZD0iTSA2LjU5Mzc1IDAgDQpMIDYuNTkzNzUgNTEuODU5Mzc1IA0KTCAxNC41IDUxLjg1OTM3NSANCkwgMTQuNSA0NC40ODQzNzUgDQpRIDIwLjIxODc1IDUzLjAzMTI1IDMxIDUzLjAzMTI1IA0KUSAzNS42ODc1IDUzLjAzMTI1IDM5LjYyNSA1MS4zNDM3NSANClEgNDMuNTYyNSA0OS42NTYyNSA0NS41MTU2MjUgNDYuOTIxODc1IA0KUSA0Ny40Njg3NSA0NC4xODc1IDQ4LjI1IDQwLjQzNzUgDQpRIDQ4LjczNDM3NSAzNy45ODQzNzUgNDguNzM0Mzc1IDMxLjg5MDYyNSANCkwgNDguNzM0Mzc1IDAgDQpMIDM5LjkzNzUgMCANCkwgMzkuOTM3NSAzMS41NDY4NzUgDQpRIDM5LjkzNzUgMzYuOTIxODc1IDM4LjkwNjI1IDM5LjU3ODEyNSANClEgMzcuODkwNjI1IDQyLjIzNDM3NSAzNS4yODEyNSA0My44MTI1IA0KUSAzMi42NzE4NzUgNDUuNDA2MjUgMjkuMTU2MjUgNDUuNDA2MjUgDQpRIDIzLjUzMTI1IDQ1LjQwNjI1IDE5LjQ1MzEyNSA0MS44NDM3NSANClEgMTUuMzc1IDM4LjI4MTI1IDE1LjM3NSAyOC4zMjgxMjUgDQpMIDE1LjM3NSAwIA0Keg0KIiBpZD0iQXJpYWxNVC0xMTAiLz4NCiAgICAgIDwvZGVmcz4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxODEuNjU5NDQyIDM4MS4yMTcxODcpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtOTciLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtOTkiLz4NCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTk5Ii8%2BDQogICAgICAgPHVzZSB4PSIxNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDEiLz4NCiAgICAgICA8dXNlIHg9IjIxMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwOCIvPg0KICAgICAgIDx1c2UgeD0iMjMzLjQ0NzI2NiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAxIi8%2BDQogICAgICAgPHVzZSB4PSIyODkuMDYyNSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE0Ii8%2BDQogICAgICAgPHVzZSB4PSIzMjIuMzYzMjgxIiB4bGluazpocmVmPSIjQXJpYWxNVC05NyIvPg0KICAgICAgIDx1c2UgeD0iMzc3Ljk3ODUxNiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE2Ii8%2BDQogICAgICAgPHVzZSB4PSI0MDUuNzYxNzE5IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDUiLz4NCiAgICAgICA8dXNlIHg9IjQyNy45Nzg1MTYiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExMSIvPg0KICAgICAgIDx1c2UgeD0iNDgzLjU5Mzc1IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTAiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieHRpY2tfMiI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDYwM2NlNGE3NzUpIiBkPSJNIDIxNy41NDI4NTcgMzE2LjggDQpMIDIxNy41NDI4NTcgNDcuNTIgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF80Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjIxNy41NDI4NTciIHhsaW5rOmhyZWY9IiNtYzBkYzE2MTk3YiIgeT0iMzE2LjgiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8yIj4NCiAgICAgIDwhLS0gY3lsaW5kZXJzIC0tPg0KICAgICAgPGRlZnM%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%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%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%2BDQogICAgICAgPHVzZSB4PSIxMjIuMjE2Nzk3IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDUiLz4NCiAgICAgICA8dXNlIHg9IjE0NC40MzM1OTQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExMCIvPg0KICAgICAgIDx1c2UgeD0iMjAwLjA0ODgyOCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAwIi8%2BDQogICAgICAgPHVzZSB4PSIyNTUuNjY0MDYyIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDEiLz4NCiAgICAgICA8dXNlIHg9IjMxMS4yNzkyOTciIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNCIvPg0KICAgICAgIDx1c2UgeD0iMzQ0LjU4MDA3OCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE1Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzMiPg0KICAgICA8ZyBpZD0ibGluZTJkXzUiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2MDNjZTRhNzc1KSIgZD0iTSAyNTYuMDExNDI5IDMxNi44IA0KTCAyNTYuMDExNDI5IDQ3LjUyIA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIyNTYuMDExNDI5IiB4bGluazpocmVmPSIjbWMwZGMxNjE5N2IiIHk9IjMxNi44Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMyI%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%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwNSIvPg0KICAgICAgIDx1c2UgeD0iNzcuODMyMDMxIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTUiLz4NCiAgICAgICA8dXNlIHg9IjEyNy44MzIwMzEiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExMiIvPg0KICAgICAgIDx1c2UgeD0iMTgzLjQ0NzI2NiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA4Ii8%2BDQogICAgICAgPHVzZSB4PSIyMDUuNjY0MDYyIiB4bGluazpocmVmPSIjQXJpYWxNVC05NyIvPg0KICAgICAgIDx1c2UgeD0iMjYxLjI3OTI5NyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtOTkiLz4NCiAgICAgICA8dXNlIHg9IjMxMS4yNzkyOTciIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgIDx1c2UgeD0iMzY2Ljg5NDUzMSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA5Ii8%2BDQogICAgICAgPHVzZSB4PSI0NTAuMTk1MzEyIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDEiLz4NCiAgICAgICA8dXNlIHg9IjUwNS44MTA1NDciIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExMCIvPg0KICAgICAgIDx1c2UgeD0iNTYxLjQyNTc4MSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzQiPg0KICAgICA8ZyBpZD0ibGluZTJkXzciPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2MDNjZTRhNzc1KSIgZD0iTSAyOTQuNDggMzE2LjggDQpMIDI5NC40OCA0Ny41MiANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzgiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMjk0LjQ4IiB4bGluazpocmVmPSIjbWMwZGMxNjE5N2IiIHk9IjMxNi44Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfNCI%2BDQogICAgICA8IS0tIGhvcnNlcG93ZXIgLS0%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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjk3LjA2NTE1NiAzNzkuNTQ2ODc1KXJvdGF0ZSgtOTApc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwNCIvPg0KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTEiLz4NCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNCIvPg0KICAgICAgIDx1c2UgeD0iMTQ0LjUzMTI1IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTUiLz4NCiAgICAgICA8dXNlIHg9IjE5NC41MzEyNSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAxIi8%2BDQogICAgICAgPHVzZSB4PSIyNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTIiLz4NCiAgICAgICA8dXNlIHg9IjMwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExMSIvPg0KICAgICAgIDx1c2UgeD0iMzYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE5Ii8%2BDQogICAgICAgPHVzZSB4PSI0MzMuNTkzNzUiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgIDx1c2UgeD0iNDg5LjIwODk4NCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE0Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inh0aWNrXzUiPg0KICAgICA8ZyBpZD0ibGluZTJkXzkiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2MDNjZTRhNzc1KSIgZD0iTSAzMzIuOTQ4NTcxIDMxNi44IA0KTCAzMzIuOTQ4NTcxIDQ3LjUyIA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTAiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMzMyLjk0ODU3MSIgeGxpbms6aHJlZj0iI21jMGRjMTYxOTdiIiB5PSIzMTYuOCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzUiPg0KICAgICAgPCEtLSBtb2RlbF95ZWFyIC0tPg0KICAgICAgPGRlZnM%2BDQogICAgICAgPHBhdGggZD0iTSAtMS41MTU2MjUgLTE5Ljg3NSANCkwgLTEuNTE1NjI1IC0xMy41MzEyNSANCkwgNTYuNzM0Mzc1IC0xMy41MzEyNSANCkwgNTYuNzM0Mzc1IC0xOS44NzUgDQp6DQoiIGlkPSJBcmlhbE1ULTk1Ii8%2BDQogICAgICA8L2RlZnM%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%2BDQogICAgICAgPHVzZSB4PSI0MzMuNTkzNzUiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTk3Ii8%2BDQogICAgICAgPHVzZSB4PSI0ODkuMjA4OTg0IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTQiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieHRpY2tfNiI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTEiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2MDNjZTRhNzc1KSIgZD0iTSAzNzEuNDE3MTQzIDMxNi44IA0KTCAzNzEuNDE3MTQzIDQ3LjUyIA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTIiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMzcxLjQxNzE0MyIgeGxpbms6aHJlZj0iI21jMGRjMTYxOTdiIiB5PSIzMTYuOCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzYiPg0KICAgICAgPCEtLSBtcGcgLS0%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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzczLjg4NTExMiAzNDYuNzUxNTYyKXJvdGF0ZSgtOTApc2NhbGUoMC4xIC0wLjEpIj4NCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwOSIvPg0KICAgICAgIDx1c2UgeD0iODMuMzAwNzgxIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTIiLz4NCiAgICAgICA8dXNlIHg9IjEzOC45MTYwMTYiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMyIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ4dGlja183Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDYwM2NlNGE3NzUpIiBkPSJNIDQwOS44ODU3MTQgMzE2LjggDQpMIDQwOS44ODU3MTQgNDcuNTIgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI0MDkuODg1NzE0IiB4bGluazpocmVmPSIjbWMwZGMxNjE5N2IiIHk9IjMxNi44Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfNyI%2BDQogICAgICA8IS0tIHdlaWdodCAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg0MTIuNDEyMjc3IDM1Ni4yMDQ2ODcpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE5Ii8%2BDQogICAgICAgPHVzZSB4PSI3Mi4yMTY3OTciIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgIDx1c2UgeD0iMTI3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA1Ii8%2BDQogICAgICAgPHVzZSB4PSIxNTAuMDQ4ODI4IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDMiLz4NCiAgICAgICA8dXNlIHg9IjIwNS42NjQwNjIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwNCIvPg0KICAgICAgIDx1c2UgeD0iMjYxLjI3OTI5NyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICA8L2c%2BDQogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzIiPg0KICAgIDxnIGlkPSJ5dGlja18xIj4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDYwM2NlNGE3NzUpIiBkPSJNIDE1OS44NCA2Ni43NTQyODYgDQpMIDQyOS4xMiA2Ni43NTQyODYgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8xNiI%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%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTk5Ii8%2BDQogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjQXJpYWxNVC05OSIvPg0KICAgICAgIDx1c2UgeD0iMTU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAxIi8%2BDQogICAgICAgPHVzZSB4PSIyMTEuMjMwNDY5IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDgiLz4NCiAgICAgICA8dXNlIHg9IjIzMy40NDcyNjYiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgIDx1c2UgeD0iMjg5LjA2MjUiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNCIvPg0KICAgICAgIDx1c2UgeD0iMzIyLjM2MzI4MSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtOTciLz4NCiAgICAgICA8dXNlIHg9IjM3Ny45Nzg1MTYiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNiIvPg0KICAgICAgIDx1c2UgeD0iNDA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA1Ii8%2BDQogICAgICAgPHVzZSB4PSI0MjcuOTc4NTE2IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTEiLz4NCiAgICAgICA8dXNlIHg9IjQ4My41OTM3NSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEwIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzIiPg0KICAgICA8ZyBpZD0ibGluZTJkXzE3Ij4NCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNjAzY2U0YTc3NSkiIGQ9Ik0gMTU5Ljg0IDEwNS4yMjI4NTcgDQpMIDQyOS4xMiAxMDUuMjIyODU3IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTgiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMTU5Ljg0IiB4bGluazpocmVmPSIjbTE2ZmNkYWM5NTQiIHk9IjEwNS4yMjI4NTciLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF85Ij4NCiAgICAgIDwhLS0gY3lsaW5kZXJzIC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEwOS44ODM3NSAxMDguODAxNzYzKXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC05OSIvPg0KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEyMSIvPg0KICAgICAgIDx1c2UgeD0iMTAwIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDgiLz4NCiAgICAgICA8dXNlIHg9IjEyMi4yMTY3OTciIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwNSIvPg0KICAgICAgIDx1c2UgeD0iMTQ0LjQzMzU5NCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEwIi8%2BDQogICAgICAgPHVzZSB4PSIyMDAuMDQ4ODI4IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDAiLz4NCiAgICAgICA8dXNlIHg9IjI1NS42NjQwNjIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgIDx1c2UgeD0iMzExLjI3OTI5NyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE0Ii8%2BDQogICAgICAgPHVzZSB4PSIzNDQuNTgwMDc4IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTUiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfMyI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMTkiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2MDNjZTRhNzc1KSIgZD0iTSAxNTkuODQgMTQzLjY5MTQyOSANCkwgNDI5LjEyIDE0My42OTE0MjkgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yMCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIxNTkuODQiIHhsaW5rOmhyZWY9IiNtMTZmY2RhYzk1NCIgeT0iMTQzLjY5MTQyOSIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzEwIj4NCiAgICAgIDwhLS0gZGlzcGxhY2VtZW50IC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDkwLjQyMjgxMyAxNDcuMjcwMzM1KXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC0xMDAiLz4NCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA1Ii8%2BDQogICAgICAgPHVzZSB4PSI3Ny44MzIwMzEiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNSIvPg0KICAgICAgIDx1c2UgeD0iMTI3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEyIi8%2BDQogICAgICAgPHVzZSB4PSIxODMuNDQ3MjY2IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDgiLz4NCiAgICAgICA8dXNlIHg9IjIwNS42NjQwNjIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTk3Ii8%2BDQogICAgICAgPHVzZSB4PSIyNjEuMjc5Mjk3IiB4bGluazpocmVmPSIjQXJpYWxNVC05OSIvPg0KICAgICAgIDx1c2UgeD0iMzExLjI3OTI5NyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAxIi8%2BDQogICAgICAgPHVzZSB4PSIzNjYuODk0NTMxIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDkiLz4NCiAgICAgICA8dXNlIHg9IjQ1MC4xOTUzMTIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgIDx1c2UgeD0iNTA1LjgxMDU0NyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEwIi8%2BDQogICAgICAgPHVzZSB4PSI1NjEuNDI1NzgxIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTYiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfNCI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjEiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2MDNjZTRhNzc1KSIgZD0iTSAxNTkuODQgMTgyLjE2IA0KTCA0MjkuMTIgMTgyLjE2IA0KIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjIiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iMTU5Ljg0IiB4bGluazpocmVmPSIjbTE2ZmNkYWM5NTQiIHk9IjE4Mi4xNiIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzExIj4NCiAgICAgIDwhLS0gaG9yc2Vwb3dlciAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg5Ny4wOTMxMjUgMTg1LjczODkwNilzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA0Ii8%2BDQogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExMSIvPg0KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE0Ii8%2BDQogICAgICAgPHVzZSB4PSIxNDQuNTMxMjUiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNSIvPg0KICAgICAgIDx1c2UgeD0iMTk0LjUzMTI1IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDEiLz4NCiAgICAgICA8dXNlIHg9IjI1MC4xNDY0ODQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExMiIvPg0KICAgICAgIDx1c2UgeD0iMzA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTExIi8%2BDQogICAgICAgPHVzZSB4PSIzNjEuMzc2OTUzIiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTkiLz4NCiAgICAgICA8dXNlIHg9IjQzMy41OTM3NSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAxIi8%2BDQogICAgICAgPHVzZSB4PSI0ODkuMjA4OTg0IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMTQiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfNSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjMiPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2MDNjZTRhNzc1KSIgZD0iTSAxNTkuODQgMjIwLjYyODU3MSANCkwgNDI5LjEyIDIyMC42Mjg1NzEgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yNCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIxNTkuODQiIHhsaW5rOmhyZWY9IiNtMTZmY2RhYzk1NCIgeT0iMjIwLjYyODU3MSIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzEyIj4NCiAgICAgIDwhLS0gbW9kZWxfeWVhciAtLT4NCiAgICAgIDxnIHN0eWxlPSJmaWxsOiMyNjI2MjY7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg5Ny4wOTMxMjUgMjI0LjIwNzQ3OClzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA5Ii8%2BDQogICAgICAgPHVzZSB4PSI4My4zMDA3ODEiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExMSIvPg0KICAgICAgIDx1c2UgeD0iMTM4LjkxNjAxNiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTAwIi8%2BDQogICAgICAgPHVzZSB4PSIxOTQuNTMxMjUiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgIDx1c2UgeD0iMjUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA4Ii8%2BDQogICAgICAgPHVzZSB4PSIyNzIuMzYzMjgxIiB4bGluazpocmVmPSIjQXJpYWxNVC05NSIvPg0KICAgICAgIDx1c2UgeD0iMzI3Ljk3ODUxNiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTIxIi8%2BDQogICAgICAgPHVzZSB4PSIzNzcuOTc4NTE2IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDEiLz4NCiAgICAgICA8dXNlIHg9IjQzMy41OTM3NSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtOTciLz4NCiAgICAgICA8dXNlIHg9IjQ4OS4yMDg5ODQiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTExNCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja182Ij4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yNSI%2BDQogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDYwM2NlNGE3NzUpIiBkPSJNIDE1OS44NCAyNTkuMDk3MTQzIA0KTCA0MjkuMTIgMjU5LjA5NzE0MyANCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0ibGluZTJkXzI2Ij4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjE1OS44NCIgeGxpbms6aHJlZj0iI20xNmZjZGFjOTU0IiB5PSIyNTkuMDk3MTQzIi8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTMiPg0KICAgICAgPCEtLSBtcGcgLS0%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTI5Ljg4ODQzOCAyNjIuNjE3NDU1KXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC0xMDkiLz4NCiAgICAgICA8dXNlIHg9IjgzLjMwMDc4MSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTEyIi8%2BDQogICAgICAgPHVzZSB4PSIxMzguOTE2MDE2IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDMiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfNyI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMjciPg0KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2MDNjZTRhNzc1KSIgZD0iTSAxNTkuODQgMjk3LjU2NTcxNCANCkwgNDI5LjEyIDI5Ny41NjU3MTQgDQoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9ImxpbmUyZF8yOCI%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSIxNTkuODQiIHhsaW5rOmhyZWY9IiNtMTZmY2RhYzk1NCIgeT0iMjk3LjU2NTcxNCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgIDxnIGlkPSJ0ZXh0XzE0Ij4NCiAgICAgIDwhLS0gd2VpZ2h0IC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEyMC40MzUzMTMgMzAxLjE0NDYyMSlzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE5Ii8%2BDQogICAgICAgPHVzZSB4PSI3Mi4yMTY3OTciIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwMSIvPg0KICAgICAgIDx1c2UgeD0iMTI3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTA1Ii8%2BDQogICAgICAgPHVzZSB4PSIxNTAuMDQ4ODI4IiB4bGluazpocmVmPSIjQXJpYWxNVC0xMDMiLz4NCiAgICAgICA8dXNlIHg9IjIwNS42NjQwNjIiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTEwNCIvPg0KICAgICAgIDx1c2UgeD0iMjYxLjI3OTI5NyIgeGxpbms6aHJlZj0iI0FyaWFsTVQtMTE2Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfMyI%2BDQogICAgPHBhdGggZD0iTSAxNTkuODQgMzE2LjggDQpMIDE1OS44NCA0Ny41MiANCiIgc3R5bGU9ImZpbGw6bm9uZTsiLz4NCiAgIDwvZz4NCiAgIDxnIGlkPSJwYXRjaF80Ij4NCiAgICA8cGF0aCBkPSJNIDQyOS4xMiAzMTYuOCANCkwgNDI5LjEyIDQ3LjUyIA0KIiBzdHlsZT0iZmlsbDpub25lOyIvPg0KICAgPC9nPg0KICAgPGcgaWQ9InBhdGNoXzUiPg0KICAgIDxwYXRoIGQ9Ik0gMTU5Ljg0IDMxNi44IA0KTCA0MjkuMTIgMzE2LjggDQoiIHN0eWxlPSJmaWxsOm5vbmU7Ii8%2BDQogICA8L2c%2BDQogICA8ZyBpZD0icGF0Y2hfNiI%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%2BDQogICA8L2c%2BDQogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzMiLz4NCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfNCI%2BDQogICAgPGcgaWQ9Inl0aWNrXzgiPg0KICAgICA8ZyBpZD0ibGluZTJkXzI5Ij4NCiAgICAgIDxkZWZzPg0KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIA0KTCAzLjUgMCANCiIgaWQ9Im0xM2EwNzRhNGYzIiBzdHlsZT0ic3Ryb2tlOiMyNjI2MjY7Ii8%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8Zz4NCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiMyNjI2MjY7c3Ryb2tlOiMyNjI2MjY7IiB4PSI0NjQuOTA0IiB4bGluazpocmVmPSIjbTEzYTA3NGE0ZjMiIHk9IjMxNi44Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTUiPg0KICAgICAgPCEtLSDiiJIxLjAwIC0tPg0KICAgICAgPGRlZnM%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%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%2BDQogICAgICA8L2RlZnM%2BDQogICAgICA8ZyBzdHlsZT0iZmlsbDojMjYyNjI2OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDc1LjQwNCAzMjAuMzc4OTA2KXNjYWxlKDAuMSAtMC4xKSI%2BDQogICAgICAgPHVzZSB4bGluazpocmVmPSIjQXJpYWxNVC04NzIyIi8%2BDQogICAgICAgPHVzZSB4PSI1OC4zOTg0MzgiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ5Ii8%2BDQogICAgICAgPHVzZSB4PSIxMTQuMDEzNjcyIiB4bGluazpocmVmPSIjQXJpYWxNVC00NiIvPg0KICAgICAgIDx1c2UgeD0iMTQxLjc5Njg3NSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDgiLz4NCiAgICAgICA8dXNlIHg9IjE5Ny40MTIxMDkiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICA8L2c%2BDQogICAgPGcgaWQ9Inl0aWNrXzkiPg0KICAgICA8ZyBpZD0ibGluZTJkXzMwIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2NC45MDQiIHhsaW5rOmhyZWY9IiNtMTNhMDc0YTRmMyIgeT0iMjgzLjE0Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTYiPg0KICAgICAgPCEtLSDiiJIwLjc1IC0tPg0KICAgICAgPGRlZnM%2BDQogICAgICAgPHBhdGggZD0iTSA0LjczNDM3NSA2Mi4yMDMxMjUgDQpMIDQuNzM0Mzc1IDcwLjY1NjI1IA0KTCA1MS4wNzgxMjUgNzAuNjU2MjUgDQpMIDUxLjA3ODEyNSA2My44MTI1IA0KUSA0NC4yMzQzNzUgNTYuNTQ2ODc1IDM3LjUxNTYyNSA0NC40ODQzNzUgDQpRIDMwLjgxMjUgMzIuNDIxODc1IDI3LjE1NjI1IDE5LjY3MTg3NSANClEgMjQuNTE1NjI1IDEwLjY4NzUgMjMuNzgxMjUgMCANCkwgMTQuNzUgMCANClEgMTQuODkwNjI1IDguNDUzMTI1IDE4LjA2MjUgMjAuNDA2MjUgDQpRIDIxLjIzNDM3NSAzMi4zNzUgMjcuMTcxODc1IDQzLjQ4NDM3NSANClEgMzMuMTA5Mzc1IDU0LjU5Mzc1IDM5Ljc5Njg3NSA2Mi4yMDMxMjUgDQp6DQoiIGlkPSJBcmlhbE1ULTU1Ii8%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%2BDQogICAgICAgPHVzZSB4PSIxNDEuNzk2ODc1IiB4bGluazpocmVmPSIjQXJpYWxNVC01NSIvPg0KICAgICAgIDx1c2UgeD0iMTk3LjQxMjEwOSIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNTMiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgIDwvZz4NCiAgICA8ZyBpZD0ieXRpY2tfMTAiPg0KICAgICA8ZyBpZD0ibGluZTJkXzMxIj4NCiAgICAgIDxnPg0KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzI2MjYyNjtzdHJva2U6IzI2MjYyNjsiIHg9IjQ2NC45MDQiIHhsaW5rOmhyZWY9IiNtMTNhMDc0YTRmMyIgeT0iMjQ5LjQ4Ii8%2BDQogICAgICA8L2c%2BDQogICAgIDwvZz4NCiAgICAgPGcgaWQ9InRleHRfMTciPg0KICAgICAgPCEtLSDiiJIwLjUwIC0tPg0KICAgICAgPGcgc3R5bGU9ImZpbGw6IzI2MjYyNjsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQ3NS40MDQgMjUzLjA1ODkwNilzY2FsZSgwLjEgLTAuMSkiPg0KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0FyaWFsTVQtODcyMiIvPg0KICAgICAgIDx1c2UgeD0iNTguMzk4NDM4IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgIDx1c2UgeD0iMTE0LjAxMzY3MiIgeGxpbms6aHJlZj0iI0FyaWFsTVQtNDYiLz4NCiAgICAgICA8dXNlIHg9IjE0MS43OTY4NzUiIHhsaW5rOmhyZWY9IiNBcmlhbE1ULTUzIi8%2BDQogICAgICAgPHVzZSB4PSIxOTcuNDEyMTA5IiB4bGluazpocmVmPSIjQXJpYWxNVC00OCIvPg0KICAgICAgPC9nPg0KICAgICA8L2c%2BDQogICAgPC9nPg0KICAgIDxnIGlkPSJ5dGlja18xMSI%2BDQogICAgIDxnIGlkPSJsaW5lMmRfMzIiPg0KICAgICAgPGc%2BDQogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojMjYyNjI2O3N0cm9rZTojMjYyNjI2OyIgeD0iNDY0LjkwNCIgeGxpbms6aHJlZj0iI20xM2EwNzRhNGYzIiB5PSIyMTUuODIiLz4NCiAgICAgIDwvZz4NCiAgICAgPC9nPg0KICAgICA8ZyBpZD0idGV4dF8xOCI%2BDQogICAgICA8IS0tIOKIkjAuMjUgLS0%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