Skip to content

Instantly share code, notes, and snippets.

@CookieBox26
Created April 19, 2022 14:25
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save CookieBox26/2579b73c0f494c1d2587d06798115dcc to your computer and use it in GitHub Desktop.
Save CookieBox26/2579b73c0f494c1d2587d06798115dcc to your computer and use it in GitHub Desktop.
IMDB データセットの単語数のヒストグラム
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "markdown",
"id": "c0b1496d-610b-4806-a01a-379348314e1a",
"metadata": {},
"source": [
"### IMDB データセットの単語数のヒストグラム\n",
"\n",
"参考: https://seaborn.pydata.org/generated/seaborn.histplot.html"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "bbea7c4a-16da-4b27-a69b-d7665a32ac16",
"metadata": {},
"outputs": [],
"source": [
"import tensorflow_datasets as tfds\n",
"\n",
"data = tfds.load('imdb_reviews')\n",
"data_train = data['train']\n",
"tokenizer = tfds.deprecated.text.Tokenizer()\n",
"list_len = []\n",
"for v in data_train:\n",
" tokenized = tokenizer.tokenize(v['text'].numpy())\n",
" list_len.append(len(tokenized))"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "001ce138-8147-4a51-a7af-bb5816914033",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAnIAAAEMCAYAAABA7lu5AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAAj8UlEQVR4nO3dfZRlVXmg8aduVTU0/YHQVNRWGqLC68QQUULCKMgkDnGZNfhJUAMYdCURzYRxjBNiRGNMJERJNIoMRJMZF7RkNI74kRUJOkHtQRNFUdHJ26A2tIrSNK3dXdDd1VU9f5xzm9vVt6puVd2Pc6qe31q17r17n3PuPvf10K9777PP0IEDB5AkSVL9NAbdAEmSJC2MiZwkSVJNmchJkiTVlImcJElSTZnISZIk1dTIoBswIEcApwP3AZMDboskSdJshoHHAl8C9rZWLNdE7nTg84NuhCRJ0jycBWxqLehLIhcR64DrgScC+4C7gFdl5raIOAO4DlgJbAEuzMz7y/0WVNeB+wB27Bhnaqr76+itW7ea7dt3d/24WjhjUj3GpHqMSbUYj+oZVEwajSGOOWYVlPlLq371yB0A3p6ZtwJExDuAKyPit4AbgIszc1NEXA5cCbwyIhoLqeuwPZMAU1MHepLINY+tajEm1WNMqseYVIvxqJ4Bx+Sw6WB9udkhMx9sJnGlLwInAKcBezKz2U14LXB++X6hdZIkSctC3+9aLXvTXg18HNgA3NOsy8wHgEZEHLuIOkmSpGVhEDc7vAfYDVwNvHAA33/QunWre3bssbE1PTu2FsaYVI8xqR5jUi3Go3qqFpO+JnIRcRVwEnBuZk5FxL0UQ6zN+uOAqcx8cKF182nP9u27ezLWPTa2hm3bdnX9uFo4Y1I9xqR6jEm1GI/qGVRMGo2hGTuf+ja0GhFXUMxte0FmNtdAuR1YGRFnlp8vAT68yDpJkqRloV/LjzwFeAOwGbgtIgC+m5kvjIiLgOsi4kjKZUQAyh67eddJkiQtF31J5DLzm8DQDHW3Aad0s245aTSKn9Vb1CVJWn581mqNNRpDbLxlMxtv2XwwoZMkScvHcn1E15Kxc3zfoJsgSZIGxB45SZKkmjKRkyRJqikTOUmSpJoykZMkSaopEzlJkqSaMpGTJEmqKRM5SZKkmjKRkyRJqikTOUmSpJoykZMkSaopEzlJkqSaMpGTJEmqKRM5SZKkmjKRq6lGY4hGY2jQzZAkSQM0MugGaP4ajSE23rKZ1UeNDropkiRpgEzkamrn+L5BN0GSJA1Y3xK5iLgKeDFwInBKZt4ZEScCN7Vs9ihgbWYeW+6zBdhT/gFclpk3l3VnANcBK4EtwIWZeX+PT0OSJKky+tkjdxPwV8DnmwWZuQU4tfk5It7Vpk3nZeadrQUR0QBuAC7OzE0RcTlwJfDKHrRbkiSpkvqWyGXmJoCIaFsfESuAC4DndHC404A9zWMC11L0ypnISZKkZaNKc+SeB3w/M78yrXxjRAwBm4A/zMwfAxuAe5obZOYDEdGIiGMz88FOv3DdutVdaHZ7Y2NrenZsgNHRYUZGhhkdHQZ6ey5LRa9jovkzJtVjTKrFeFRP1WJSpUTulcDfTis7KzO3RsQRwLuAq4ELu/WF27fvZmrqQLcOd9DY2Bq2bdvV9eM2NRpDTExMsn//JBMTk0DvzmWp6HVMNH/GpHqMSbUYj+oZVEwajaEZO2wqsY5cRDwOOBvY2FqemVvL173ANcAzy6p7gRNa9j8OmJpPb5wkSVLdVSKRA34D+IfM3N4siIhVEXF0+X4IeClwR1l9O7AyIs4sP18CfLh/zZUkSRq8viVyEfHuiPge8Hjg0xHxzZbqizl8WPXRwK0R8XXgTuBk4DUAmTkFXAT894i4i6I37w96ewaSJEnV0s+7Vi8FLp2h7uQ2Zd8BnjbL8W4DTulaAyVJkmqmKkOrkiRJmicTOUmSpJoykZMkSaopEzlJkqSaMpGTJEmqKRM5SZKkmjKRkyRJqikTOUmSpJoykZMkSaopEzlJkqSaMpGTJEmqKRM5SZKkmjKRkyRJqikTOUmSpJoykZMkSaopEzlJkqSaMpGTJEmqqZF+fVFEXAW8GDgROCUz7yzLtwB7yj+AyzLz5rLuDOA6YCWwBbgwM++fq06SJGk56GeP3E3As4B72tSdl5mnln/NJK4B3AD8TmaeDHwOuHKuOkmSpOWib4lcZm7KzK3z2OU0YE9mbio/Xwuc30GdJEnSslCVOXIbI+LrEXFNRDyqLNtAS+9dZj4ANCLi2DnqJEmSloW+zZGbxVmZuTUijgDeBVwNXNiPL163bnXPjj02tqZnxwYYHR1mZGSY0dFhoLfnslT0OiaaP2NSPcakWoxH9VQtJgNP5JrDrZm5NyKuAT5eVt0LnNDcLiKOA6Yy88GImLFuPt+9fftupqYOLPYUDjM2toZt23Z1/bhNjcYQExOT7N8/ycTEJNC7c1kqeh0TzZ8xqR5jUi3Go3oGFZNGY2jGDpuBDq1GxKqIOLp8PwS8FLijrL4dWBkRZ5afLwE+3EGdJEnSstDP5UfeDbwIeAzw6YjYDpwLfCQihoFh4FvAawAycyoiLgKui4gjKZcYmatOkiRpuehbIpeZlwKXtql62iz73AacMt86SZKk5aAqd61KkiRpnkzkJEmSaspETpIkqaZM5JaIRmOIRmNo0M2QJEl9ZCK3BKxdtYLrb0423rLZZE6SpGVk4AsCqzt2ju8bdBMkSVKf2SMnSZJUUyZykiRJNWUiJ0mSVFMmcpIkSTVlIidJklRTJnKSJEk1ZSInSZJUUyZykiRJNWUiJ0mSVFMmcpIkSTXlI7qWmNZnrU5NHRhgSyRJUq+ZyC0ha1et4Pqbk53j+1i7agUXnHOyyZwkSUtY3xK5iLgKeDFwInBKZt4ZEeuA64EnAvuAu4BXZea2cp8DwDeAqfIwF2XmN8q6c4F3lOdwO/CKzHyoX+dTVTvH9/GT3XsH3QxJktQH/ZwjdxPwLOCelrIDwNszMzLzFODbwJXT9ntGZp5a/jWTuNXA+4BzM/NJwC7g9b0+AUmSpCrpWyKXmZsyc+u0sgcz89aWoi8CJ3RwuOcCX87Mu8rP1wIv6UpDJUmSaqIyc+QiogG8Gvj4tKpbI2IE+EfgLZm5F9jAoT179wLH96WhkiRJFVGZRA54D7AbuLqlbENmbo2ItRRz6d4EXN6tL1y3bnW3DnWYsbE1PTs2wOjoMCMjw21fR0dHGB0d7un51VGvY6L5MybVY0yqxXhUT9ViUolErrwR4iSKOW/NGxtoDsVm5s6IeD/wurLqXuCXWg6xAThk2LYT27fv7sldnWNja9i2bVfXj9vUaAwxMTHJ/v2TbV8nJvYzMTHcs/Oro17HRPNnTKrHmFSL8aieQcWk0RiasXNm4AsCR8QVwGnAC8ph02b5MRGxsnw/ApwH3FFWfwo4PSJOKj9fAnyob40ekEZj6OCfJElSP5cfeTfwIuAxwKcjYjtwPvAGYDNwW0QAfDczXwg8GbiuXIJkFLiNYmiVzNwVEb8NfDIihoGvAv+lX+cyCI3GEBtv2czO8X2sH1s16OZIkqQK6Fsil5mXApe2qWrbvZSZXwB+bpbjfQz4WHdaVw/NNeLWrlox6KZIkqQKGPjQqiRJkhbGRE6SJKmmTOQkSZJqquNELiJ+bYby87rXHEmSJHVqPj1yfzND+V93oyGSJEmanznvWo2IJ5RvGxHx0xx6l+kTgD29aJgWr7nenIsCS5K0NHWy/MjdwAGKBO7b0+p+CLyly21SF6xdtYLrb04ALjjnZJM5SZKWoDkTucxsAETEZzPz7N43Sd2yc3zfoJsgSZJ6qOM5ciZxkiRJ1dLxkx3K+XFvA04FDnlya2Zu6G6zJEmSNJf5PKLrgxRz5H4PeKg3zZEkSVKn5pPIPQV4ZmZO9aoxkiRJ6tx81pH7HPC0XjVEkiRJ8zOfHrktwKci4qMUy44clJlv7majJEmSNLf5JHKrgE8Co8DxvWmOJEmSOtVxIpeZr+hlQyRJkjQ/81l+5Akz1WXmd7rTHEmSJHVqPkOrrY/qamo+92l4th0j4irgxcCJwCmZeWdZfjLwAWAdsB14eWbetZg6SZKk5WI+T3ZoZOZw+doA1gN/DVzUwe43Ac8C7plWfi3w3sw8GXgvcF0X6iRJkpaF+Sw/cojM/CHwWuDPOth2U2ZubS2LiJ8Cng7cWBbdCDw9IsYWWrfQc5EkSaqjBSdypQCOWuC+xwPfz8xJgPL1B2X5QuskSZKWjfnc7PB5HpkTB0UC9xTgrd1uVL+sW7d67o0WaGxsTdePOTo6zOjoCCMjw4yODs/42roN9PY866QXMdHiGJPqMSbVYjyqp2oxmc/NDu+f9nkc+NoibjLYCjwuIoYzczIihinm3W2luKFiIXXzsn37bqamDsy94TyNja1h27ZdXT1mozHExMQkExP72b9/komJyRlfW7eB3p1nnfQiJlocY1I9xqRajEf1DComjcbQjJ0y81lH7gNda1FxvPsj4g7gZcAN5etXM3MbwELrJEmSlov5DK2OApdT3KW6nmJe2vXA2zJz3xz7vht4EfAY4NMRsT0znwJcAnwgIt4M7ABe3rLbQuskSZKWhfkMrb4d+AWKJOoe4ATgTcBa4L/OtmNmXgpc2qb834BfnGGfBdXpcI1GsfTfch9elSRpqZlPIvdrwFMzc3v5OSPiK8DXmCOR0+CsXbWC629OAC4452STOUmSlpD5JHJD8yxXRewcL0a+7ZmTJGlpmU8i92HgExHxx8C9FEOrl5flqjh75iRJWnrmk8j9PkXi9l6Kmx2+T/FUhT/tQbvUA82eOUmStDTMmchFxDOB52XmZcCby79m3Z9TPC7riz1roSRJktrq5BFdfwh8boa6fwbe2L3mSJIkqVOdJHKnAp+aoe7TwGlda40kSZI61kkitxZYMUPdKFCth45JkiQtE50kcv8G/MoMdb9S1kuSJKnPOrlr9Z3AdeXD6W/KzKmIaAAvoLiD9XU9bJ8kSZJmMGcil5kfjIjHAB8AjoiIB4DjgL3AH2XmjT1uoyRJktroaB25zPzLiHg/8O+BdcB24AuZubOXjZMkSdLMOl4QuEzabu5hWyRJkjQPndzsIEmSpAoykZMkSaopEzlJkqSaMpGTJEmqKRM5SZKkmur4rtVeiYgTgZtaih4FrM3MYyNiC7Cn/AO4LDNvLvc7A7gOWAlsAS7MzPv70mhJkqQKGHgil5lbgFObnyPiXRzarvMy887WfconS9wAXJyZmyLicuBK4JW9bu9S0GgMHXw/NXVggC2RJEmLMfBErlVErAAuAJ4zx6anAXsyc1P5+VqKXjkTuTmsXbWC629Odo7vY+2qFVxwzskmc5Ik1VTV5sg9D/h+Zn6lpWxjRHw9Iq6JiEeVZRuAe5obZOYDQCMiju1fU+tr5/g+frJ7LzvH9w26KZIkaREq1SNH0aP2ty2fz8rMrRFxBPAu4Grgwm592bp1q7t1qMOMja3p+jFHR4cZHR1hZGSY0dHhGV873WZ0dLinv0HV9CImWhxjUj3GpFqMR/VULSaVSeQi4nHA2cBFzbLM3Fq+7o2Ia4CPl1X3Aie07HscMJWZD87nO7dv392TYcWxsTVs27arq8dsNIaYmJhkYmI/+/dPMjExOeNrp9tMTAz37Deoml7ERItjTKrHmFSL8aieQcWk0RiaseOlSkOrvwH8Q2ZuB4iIVRFxdPl+CHgpcEe57e3Ayog4s/x8CfDh/jZXkiRpsCrTIwdcDFza8vnRwEciYhgYBr4FvAYgM6ci4iLguog4knL5kb62VpIkacAqk8hl5snTPn8HeNos298GnNLrdkmSJFVVlYZWJUmSNA8mcjXQaAwdsoivJEkSVGhoVe01GkNsvGUzq48aHXRTJElSxZjI1YAL90qSpHYcWl3mHLaVJKm+TOSWseZzVzfestlkTpKkGnJodZlz2FaSpPqyR06AQ6ySJNWRiZwcYpUkqaYcWhXgEKskSXVkj5wkSVJNmchJkiTVlImcJElSTZnISZIk1ZSJnCRJUk2ZyOkQ7daTc405SZKqyUROB7VbT67RGGLjLZtdY06SpApyHbkBayZHU1MHBtySQrv15FxjTpKkaqpEIhcRW4A95R/AZZl5c0ScAVwHrAS2ABdm5v3lPjPW1UWztwvgoufEwWSuCklda4+cJEmqpkokcqXzMvPO5oeIaAA3ABdn5qaIuBy4EnjlbHWDaPhi7Bzfd3BIs/n+gnNOHmgy19qe9WOrBtYOSZI0uyrPkTsN2JOZm8rP1wLnd1BXSzvH9/GT3XvZOb6vEjcXNNuz+6GJgbZDkiTNrEo9chsjYgjYBPwhsAG4p1mZmQ9ERCMijp2tLjMf7PQL161b3b3WTzM2tqaj7UZHhxkZGWZ0dJjR0RGOPXolN37mbgBec95T227TfD/Tay+2gd7+Xv3QaUzUP8akeoxJtRiP6qlaTKqSyJ2VmVsj4gjgXcDVwEd7/aXbt+/uyRDm2Ngatm3bNed2jcYQExOT7N8/ycTEJBMT+9m/f/LgzQU7dowDtN2mtWz6ay+26eXv1Q+dxkT9Y0yqx5hUi/GonkHFpNEYmrEzpRJDq5m5tXzdC1wDPBO4FzihuU1EHAdMlT1us9UtCc15ah/9/HcG3RRJklRRA0/kImJVRBxdvh8CXgrcAdwOrIyIM8tNLwE+XL6frW7J2Dm+zzlqkiRpRlUYWn008JGIGAaGgW8Br8nMqYi4CLguIo6kXGIEYLY6SZKk5WLgiVxmfgd42gx1twGnzLeuDqpwZ6okSaq3gSdyy1FzIeDVR40OuimSJKnGTOQGxMdeSZKkxRr4zQ6qD4eDJUmqFhM5daS5HMrGWzYzMtIwoZMkqQJM5NSx5nBwM6EzmZMkabCcI6d5c36fJEnVYI+cJElSTZnIqSu8EUKSpP4zkdOiNdfFc96cJEn95Rw5dYXz5iRJ6j975CRJkmrKRE6SJKmmHFrVgjXnw7XOi5s+R25q6kBf2yRJ0nJiIqcFaT7pYef4PtaPrTqkbPVRo+x+aAKAC8452WROkqQeMZHTgu0c38dPdu9l7aoVh5S1vkqSpN5xjpwkSVJN2SOnnmqdM+cQqyRJ3TXwRC4i1gHXA08E9gF3Aa/KzG0RcQD4BjBVbn5RZn6j3O9c4B0U53A78IrMfKjf7dfMWufRrV21wvlykiR1WRWGVg8Ab8/MyMxTgG8DV7bUPyMzTy3/mkncauB9wLmZ+SRgF/D6fjdcc2vOo3POnCRJ3TfwRC4zH8zMW1uKvgicMMduzwW+nJl3lZ+vBV7Sg+api5rPY/W5rJIkdcfAh1ZbRUQDeDXw8ZbiWyNiBPhH4C2ZuRfYANzTss29wPF9a6jmrd3SJBc9Jw4banXoVZKkzlUqkQPeA+wGri4/b8jMrRGxlmIe3ZuAy7v1ZevWre7WoQ4zNrZm1vrR0WFGRoYPeR0dHTmsbClts+uhfYyMDPPwvknWHLWCGz9zN6tXjrL74Ql2PbSPNUet4DXnPXVgMVH/GZPqMSbVYjyqp2oxqUwiFxFXASdRzHubAsjMreXrzoh4P/C6cvN7gV9q2X0DsHW+37l9++6e9ACNja1h27ZdM9Y3GkNMTEyyf//kIa8TE/sPK1vK2+wc33fw9Se79zIxMTmwmKj/jEn1GJNqMR7VM6iYNBpDM3Y+DXyOHEBEXAGcBrygHDolIo6JiJXl+xHgPOCOcpdPAadHxEnl50uAD/W10ZIkSQM28EQuIp4CvAFYD9wWEXdExEeBJwP/EhFfA74OTFAMrZKZu4DfBj4ZEXcDRwNXDaL9kiRJgzLwodXM/CYw0y2MPzfLfh8DPtaTRkmSJNXAwHvklhuX3pAkSd0y8B655aTRGGLjLZtZfdTooJtSec1kt3njg4/6kiTpcCZyfeYTDmbX7LG8/uYEirXmAB/1JUlSGyZyqozWRYObSVvr55/s3gtw2NC0SZ0kabkykVOlTO+xnP653RMi7KGTJC1XJnKqnWZy13x1/pwkabkykVOtNXvomkOx05/famInSVrKTORUe835cw67SpKWGxM5LSmzDbt6k4QkaakxkdOS1dpDt2ffFA/+5GHWj62yt06StGSYyGlJa/bMPbxv8uDwa7veOrCHTpJUPyZyWpbazaebfqMEmNxJkqrNRE7LVut8uta7X1uHX9sld00meZKkQTORk0qtd79Of7LE7ocmDr5OX+pkekLnunaSpH4xkZNmMf0u2OlLncChvXbN58T6XFhJUj+YyEkLNFOvXSfPhZ1e3q7OBFCSNBcTuT5o/sPc7h9v1d/0XrummW6oAGacj9esa35uJnMLSerqlBDWqa2SVCUmcj3WaAyx8ZbNB//R1vLS7oaK1l67dvPxpt980e7RY3NpDvFC+4RwkInT9P9D07xGgBnnHUqS2qt1IhcRJwMfANYB24GXZ+Zdg23V4Vr/0dbyNr3Xbra6mR491u7mi2bP3vQh3nYJIbTv9ZtL63adDBm3uwmkdQ7hsUev5GXPftLBc22dd+jcQknqTK0TOeBa4L2ZeUNEXAhcB/zygNt0UPMfLmmx2t100XydvtBxJwlhu/l9MyWE05diaSZjsw0ZT+9FbN2n2Z5jj155sGz6ec42h1CS9IihAwfq+R/HiPgpYDOwLjMnI2KYolfupMzcNsfuTwTu3rFjvCf/OKxbt5odO8b5zFe+x8ojRrh/x8PsfmiCRx+7kvE9+1l15EjbV7dZ+DZz7b93Yoof79pbibbWdZtGY4jxh/dz3KOO5P4dDx9WN/1/682yh/fuP1jX+l3rx1azc3zvnN/18N79AJzz88ebzPXYMcesYseO8UE3QyXjUT3tYtKP/y41GkMcc8wqgCcB326tq3OP3PHA9zNzEqBM5n5Qls+VyD0WaP4oPXHMMas479nRs+NLUi/08r+Lmj/jUT0DjsljWUKJ3GJ8CTgLuA+YHHBbJEmSZjNMkcR9aXpFnRO5rcDjImK4ZWh1fVk+l73App62TpIkqXu+3a6w0e9WdEtm3g/cAbysLHoZ8NUO5sdJkiQtCbW92QEgIp5MsfzIMcAOiuVHcrCtkiRJ6o9aJ3KSJEnLWW2HViVJkpY7EzlJkqSaMpGTJEmqKRM5SZKkmqrzOnKVExEnU9xFu47icWEvz8y7BtuqpS8itgB7yj+AyzLz5og4g+L5uyuBLcCF5bI1zFan+YuIq4AXAycCp2TmnWX5jNfEQuvUmVlisoU210tZ5zXTIxGxDrie4hGR+4C7gFdl5raF/u7GZHHmiMkB4BvAVLn5RZn5jXK/c4F3UORQtwOvyMyH5qrrFXvkuuta4L2ZeTLwXooLTP1xXmaeWv7dHBEN4Abgd8p4fA64EmC2Oi3YTcCzgHumlc92TSy0Tp25ifYxgWnXC8x+XXjNdMUB4O2ZGZl5CsXirlcu9Hc3Jl3RNiYt9c9ouU6aSdxq4H3AuZn5JGAX8Pq56nrJRK5LIuKngKcDN5ZFNwJPj4ixwbVqWTsN2JOZzSd4XAuc30GdFiAzN2XmIU9Vme2aWGhdr89jKWkXkzl4zfRQZj6Ymbe2FH0ROIGF/+7GZJFmiclsngt8uWWE4FrgJR3U9YyJXPccD3w/MycBytcflOXqvY0R8fWIuCYiHgVsoKUnIjMfABoRcewcdeqe2a6JhdapO6ZfL+A10zdlb9qrgY+z8N/dmHTRtJg03RoRd0TEn0XEEWXZIb87cC+P/LdptrqeMZHTUnBWZj4VOB0YAq4ecHukKvN6Gbz3ALvxt6+S6THZkJk/TzE94WeANw2qYXMxkeuercDjImIYoHxdX5arh5rDR5m5F7gGeCbF/xM62EUeEccBU5n54Bx16p7ZromF1mmRZrhewGumL8qbUE4CXpKZUyz8dzcmXdImJq3XyU7g/cxwnVD0wm3toK5nTOS6pLxT6A7gZWXRy4CvZua2gTVqGYiIVRFxdPl+CHgpRRxuB1ZGxJnlppcAHy7fz1anLpntmlhoXZ+avmTNcr2A10zPRcQVFHPbXlAm0rDw392YdEG7mETEMRGxsnw/ApzHI9fJp4DTI+Kk8vMlwIc6qOsZn7XaRRHxZIolE44BdlAsmZCDbdXSFhFPAD4CDJd/3wIuzcz7IuIZFHc7Hskjt+b/qNxvxjrNX0S8G3gR8BjgAWB7Zj5ltmtioXXqTLuYAOcyw/VS7uM10yMR8RTgTmAz8HBZ/N3MfOFCf3djsjgzxQR4O8XvegAYBW4DXpuZu8v9nl9uMwx8Fbg4M8fnqusVEzlJkqSacmhVkiSppkzkJEmSaspETpIkqaZM5CRJkmrKRE6SJKmmTOQkzUtEbImI/ziA7z0xIg6U6zp143h/GhEPRMQPu3G8BbZhQ0Tsbi5+PMB2nBURLu8i1VBX/oMoSd0WEVuA38zMT/fg2BuA3wNOKBcgHojMvBdYPajvb2nH54EYdDskzZ89cpKWow0UixYPLInrtm71VEqqFxcEljQvrT1lEdEAfh/4LeBRwGeASzLzwYg4kWKV9IuBPwGOAt6ZmW8rj7MSuBZ4HvBD4H9QPGXg8RFxPXABsBeYBN5K8aibGY/Xpp1HUzwI+7nAQ8D7gCuAXwY+ARxRlv99Zl48bd//ANwAvBt4fdmGVwP7gHcBxwFXZeYV5fZHAH8OnF8e4kPAZZm5NyL+H/DfMvOT5bYjwH3Ac4AHy3Mazcz9ZZv/EvhVYKr8Tf4oMyfbnN9bgJ8F9pS/4esoHtF02P4Uoy8/As7MzDvL/cd45NmQPwPckJmPL+vWl7/dsygeJP7OzHx3RBxJ8aSN4zPzgYh4I/DHwLGZuTMi/gRYk5mvjYhfBa4Cjgd2lse4ql2sJC2cPXKSFuN3gRcAZ1M82H4H8N5p25xJMWz3bODNEfHvyvI/Ak4EngCcA1zY3CEzL6JIMs7NzNWZ+fYOjjfde4Cjy+OfDbwceEU5VPtc4AflsS+eYf/HUDz66HHAmykSwQspnst4FvCmiPjpcts3AmcApwJPBX4BuLysu5FHnhsLRQL3QGZ+pc13/k9gP/Ak4GnArwC/OUP7AJ4P/D1FEr1xpv3LZ0j+72ntOB/47PReyTI5/wTwtfLcnw28NiKek5l7gC9R/J6Ur/fwyAPFzwY+W77/G+BVmbmGIuH8P7Och6QFMpGTtBiXAG/MzO+VycJbgPOmDfP9cWY+nJlfo0gOnlqWnw9ckZk7MvN7FL1fnZjpeAeVNw+8FHhDZu7KzC3AXwAXzePcJoC3ZeYE8HcUvXB/VR7vmxTPKW1+9wXAWzPz/szcRtFL1fyuDwLPi4ijys+/TpHcTW/zoyl60l6bmeNlgvXO8jxm8oXMvCkzp4C1c+z/wWnH+vWybLrTgbHMfGtm7svM71Aksc19PwucXcb45yjidnbZW3c68LmW3+9nImJtGeN2iaukRXJOhaTFOAH4aERMtZRNAo9u+dx6V+hDPDK5fz2wtaWu9f1sZjpeq+MoHnZ9T0vZPRQ9TJ3a3jKk2XygdusDyR/m0HOZ/l3rATLz7nJ49dyI+ATFMOjT2nzfCWWb74s4eN9Bg9l/l9a6ufb/Z+CoiPjF8jxOBT46QzvWR8SPW8qGgc+X7z9LMXz7dOAbwC0UvW9nAHdn5vZyuxdT9EpeGRFfB/4gM78wy7lIWgATOUmLsRV4ZWb+3+kV5Ry52dwHPJ6iZwuKuVStFjOB9wGKHqETWo6/Afj+Io45mx+U3/XNlu/6QUt9c3i1AXwrM+9uc4ytFHMCj8vM/R1+b+tvNOv+mTkZER8q2/Ej4JOZuWuGdnw3M0+a4TtvoxjafiHF0Oy3yruAf5VHhlXJzC8Bz4+IUeA/U8wbnB5jSYvk0KqkxbgWeFtEnADFBPqIeH6H+34IeENEHBMRj6P4x77Vjyjmt81b2ZP2obJta8r2vY7iBoZeuBG4vDz/4yjm1LV+199RzFd7Ne2HM8nM+4B/Av4iItZGRCMinhgRZ7fbfoH7fxB4CcVQcNt2AP8K7IqIyyJiZUQMR8TPRsTp5fc8BNwO/A6PJG63UQyzfxYgIlZExAURcXQ5NL2T4uYLSV1mIidpMf4K+DjwTxGxC/gi8Isd7vtW4HsUd21+mmLS/t6W+j+jSI5+HBGvX0DbfhcYB74DbKJIXP52AcfpxJ8CXwa+TjHc+JWyDDiYZH0BeAbwv2Y5zsuBFRS9iDsofpPHzqMds+6fmf9C8ZusB/6x3QHKJPg/UQy9fpeid/P9FDeONH2WYhj3X1s+r+GR+XFQzBHcEhE7KZK8C+ZxHpI65PIjkiohIl4NvDQzO+qBkiQ5R07SgETEYymGTr8AnETxpIWrB9ooSaoZEzlJg7ICuA74aeDHFPPIrhlkgySpbhxalSRJqilvdpAkSaopEzlJkqSaMpGTJEmqKRM5SZKkmjKRkyRJqikTOUmSpJr6/xh71xoWdnWvAAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 720x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 720x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"from matplotlib import pyplot as plt\n",
"import seaborn as sns; sns.set()\n",
"%matplotlib inline\n",
"\n",
"plt.figure(figsize=(10, 4))\n",
"p = sns.histplot(list_len)\n",
"p.set_xlabel('length of movie reviews')\n",
"plt.show()\n",
"\n",
"plt.figure(figsize=(10, 4))\n",
"p = sns.histplot(list_len, log_scale=(False, True))\n",
"p.set_xlabel('length of movie reviews')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "5f5c9c52-51d9-48ef-a759-71671e3d95b4",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.10"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment