LDA(sent_tokenize).ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "457e4b00",
   "metadata": {
    "id": "457e4b00"
   },
   "source": [
    "# Step 1: Loading Data "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "id": "a0e7c796",
   "metadata": {
    "id": "a0e7c796"
   },
   "outputs": [],
   "source": [
    "with open('data/test.txt', encoding=\"utf8\") as f:\n",
    "    papers = f.read()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dbfe2309",
   "metadata": {
    "id": "dbfe2309"
   },
   "source": [
    "# Step 2: Data Cleaning"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c5302c98",
   "metadata": {
    "id": "c5302c98"
   },
   "source": [
    "Remove punctuation/lower casing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "id": "68d9ad69",
   "metadata": {
    "id": "68d9ad69"
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "papers = papers.lower()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5e12d850",
   "metadata": {
    "id": "5e12d850"
   },
   "source": [
    "Removing Punctuation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "id": "98c5294d",
   "metadata": {
    "id": "98c5294d",
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<>:7: DeprecationWarning: invalid escape sequence \\.\n",
      "<>:7: DeprecationWarning: invalid escape sequence \\.\n",
      "C:\\Users\\PC\\AppData\\Local\\Temp\\ipykernel_10684\\265057650.py:7: DeprecationWarning: invalid escape sequence \\.\n",
      "  papers = re.sub(\"[^a-zA-Z :\\.]\", \"\", papers)\n"
     ]
    }
   ],
   "source": [
    "import string\n",
    "import re \n",
    "#papers = papers.translate(str.maketrans('', '', string.punctuation))\n",
    "remove = string.punctuation\n",
    "#remove = remove.replace(\".\", \"\")\n",
    "pattern = r\"[{}]\".format(remove) \n",
    "papers = re.sub(\"[^a-zA-Z :\\.]\", \"\", papers)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "82889512",
   "metadata": {
    "id": "82889512"
   },
   "source": [
    "Removing extra space"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "id": "d8545350",
   "metadata": {
    "id": "d8545350"
   },
   "outputs": [],
   "source": [
    "papers = \" \".join(papers.split())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "id": "362e4e38",
   "metadata": {
    "id": "362e4e38"
   },
   "outputs": [],
   "source": [
    "#with open(\"filtered_t1.txt\", \"w\") as text_file:\n",
    "#    text_file.write(papers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "id": "165ed963",
   "metadata": {
    "id": "165ed963"
   },
   "outputs": [],
   "source": [
    "#df = pd.DataFrame([x.split('.') for x in papers.split('\\n')])\n",
    "#print(df)"
   ]
  },
  {
   "cell_type": "raw",
   "id": "5fd55865",
   "metadata": {
    "id": "5fd55865"
   },
   "source": [
    "Spelling Correction"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "id": "0a0a710e",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "0a0a710e",
    "outputId": "61660e9b-d711-49cc-fcf7-c6065fd9c99a"
   },
   "outputs": [],
   "source": [
    "#!pip install textblob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "id": "83ae133d",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "83ae133d",
    "outputId": "d42c3626-f9f6-4de0-d9ca-abbed3b315d6"
   },
   "outputs": [],
   "source": [
    "from textblob import TextBlob\n",
    "\n",
    "#with open(\"filtered_t1.txt\", \"r\") as f:        # Opening the test file with the intention to read\n",
    "#    text = f.read()                     # Reading the file\n",
    "textBlb = TextBlob(papers)            # Making our first textblob\n",
    "textCorrected = textBlb.correct()   # Correcting the text\n",
    "#print(textCorrected)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 116,
   "id": "10806100",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "WordList(['the', 'amherstburg', 'pus', 'lithe', 'official', 'paper', 'of', 'essex', 'county', 'whole', 'no.', 'single', 'copy', 'cents', 'amherstburg', 'ontario', 'friday', 'august', 'nd', '.', 'per', 'anna', 'united', 'states', '.', 'police', 'magistrate', 'smiles', 'court', 'lawn', 'bowing', 'birch', 'services', 'ben', 'sandwich', 'and', 'the', 'county', 'high', 'fit', 'christ', 'church', 'by', 'lesion', 'was', 'one', 'of', 'the', 'most', 'important'])"
      ]
     },
     "execution_count": 116,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "textCorrected.split()[:50]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "id": "24d0f042",
   "metadata": {
    "id": "24d0f042"
   },
   "outputs": [],
   "source": [
    "papers = str(textCorrected)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "65169091",
   "metadata": {
    "id": "65169091"
   },
   "source": [
    "# Step 3: Exploratory Analysis "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "id": "9cc5eb83",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "9cc5eb83",
    "outputId": "15aa7c3b-2da7-478f-d395-728d3b46774c"
   },
   "outputs": [],
   "source": [
    "#!pip install wordcloud"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "id": "9b8ee733",
   "metadata": {
    "id": "9b8ee733"
   },
   "outputs": [],
   "source": [
    "# Read a text file and calculate frequency of words in it\n",
    "\n",
    "words = papers.split()\n",
    "\n",
    "#removing stop words\n",
    "with open(\"stopwords_en.txt\", \"r\") as f:\n",
    "    stop_words = f.read().split()\n",
    "\n",
    "data = dict()\n",
    "new_paper = \"\"\n",
    "for word in words:\n",
    "    word = word.lower()\n",
    "    if word in stop_words:\n",
    "        continue\n",
    "    data[word] = data.get(word, 0) + 1\n",
    "    new_paper += word + \" \"\n",
    "    \n",
    "papers = new_paper"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "id": "02bf8b7c",
   "metadata": {
    "id": "02bf8b7c"
   },
   "outputs": [],
   "source": [
    "# image configurations\n",
    "background_color = \"#101010\"\n",
    "height = 720\n",
    "width = 1080"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "id": "9c44eaaa",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "collapsed": true,
    "id": "9c44eaaa",
    "outputId": "2afee711-2d50-4f5d-95a2-a0fa58e32e03"
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:519: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = (Image.ROTATE_90 if orientation is None else\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:519: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = (Image.ROTATE_90 if orientation is None else\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:499: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = Image.ROTATE_90\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:520: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  Image.ROTATE_90)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:519: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = (Image.ROTATE_90 if orientation is None else\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:519: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = (Image.ROTATE_90 if orientation is None else\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:499: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = Image.ROTATE_90\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:499: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = Image.ROTATE_90\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:519: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = (Image.ROTATE_90 if orientation is None else\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:499: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = Image.ROTATE_90\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:499: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = Image.ROTATE_90\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:519: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = (Image.ROTATE_90 if orientation is None else\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:499: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = Image.ROTATE_90\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:499: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = Image.ROTATE_90\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:499: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = Image.ROTATE_90\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:519: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = (Image.ROTATE_90 if orientation is None else\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:499: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = Image.ROTATE_90\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:499: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = Image.ROTATE_90\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:499: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = Image.ROTATE_90\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:519: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = (Image.ROTATE_90 if orientation is None else\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:519: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = (Image.ROTATE_90 if orientation is None else\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:499: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = Image.ROTATE_90\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:519: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = (Image.ROTATE_90 if orientation is None else\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:499: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = Image.ROTATE_90\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:519: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = (Image.ROTATE_90 if orientation is None else\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:519: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = (Image.ROTATE_90 if orientation is None else\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:499: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = Image.ROTATE_90\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:499: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = Image.ROTATE_90\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:519: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = (Image.ROTATE_90 if orientation is None else\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:499: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = Image.ROTATE_90\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:519: DeprecationWarning: ROTATE_90 is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.ROTATE_90 instead.\n",
      "  orientation = (Image.ROTATE_90 if orientation is None else\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n",
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\wordcloud\\wordcloud.py:508: DeprecationWarning: textsize is deprecated and will be removed in Pillow 10 (2023-07-01). Use textbbox or textlength instead.\n",
      "  box_size = draw.textsize(word, font=transposed_font)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<wordcloud.wordcloud.WordCloud at 0x23db02c58b0>"
      ]
     },
     "execution_count": 121,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from wordcloud import WordCloud \n",
    "\n",
    "word_cloud = WordCloud(\n",
    "    background_color=background_color,\n",
    "    width=width,\n",
    "    height=height\n",
    ")\n",
    "word_cloud.generate_from_frequencies(data)\n",
    "word_cloud.to_file('word_cloud_image.png')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3ed92d1a",
   "metadata": {
    "id": "3ed92d1a"
   },
   "source": [
    "# Step 4: Prepare text for LDA analysis "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "02462db7",
   "metadata": {
    "id": "02462db7"
   },
   "source": [
    "We convert texts into tokens and convert the tokenized object into a corpus and dictionary."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 129,
   "id": "40a5f29f",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "40a5f29f",
    "outputId": "ce34a66c-1ad5-45be-f490-91927dceebc9"
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[nltk_data] Downloading package punkt to\n",
      "[nltk_data]     C:\\Users\\PC\\AppData\\Roaming\\nltk_data...\n",
      "[nltk_data]   Package punkt is already up-to-date!\n"
     ]
    }
   ],
   "source": [
    "#Tokenize\n",
    "import nltk\n",
    "nltk.download('punkt')\n",
    "tokens = nltk.sent_tokenize(papers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 130,
   "id": "49f83fd5",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "49f83fd5",
    "outputId": "7b103f4a-920f-468f-b13a-3a08a61c9210"
   },
   "outputs": [],
   "source": [
    "import gensim.corpora as corpora\n",
    "# Create Dictionary\n",
    "dictionary = corpora.Dictionary([tokens])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "id": "a0c1f9d5",
   "metadata": {
    "id": "a0c1f9d5"
   },
   "outputs": [],
   "source": [
    "# Create Corpus\n",
    "corpus = [dictionary.doc2bow(tokens) for doc in papers]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 132,
   "id": "OhKlrut3teV-",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "OhKlrut3teV-",
    "outputId": "5e497dda-2884-43c8-d8f7-d66714b65ea6"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[(0,\n",
      "  '0.006*\"james tim: es gaol mission adding the: miles oh.e v. er great throng '\n",
      "  'people end zenger fro rags: head ned surely sandwich local thirtyone '\n",
      "  'onequarter r.s.s.\" + 0.006*\"charge theft : : wen : speaks high regard deny '\n",
      "  'evening diese bad fred signal oath tilt save er hem pot mimi met mr. blame '\n",
      "  'held annual event.\" + 0.006*\"na watering beginning york ing dolls fee.\" + '\n",
      "  '0.006*\"side attraction.\" + 0.006*\"reminds definition committee '\n",
      "  'thathypocrisy inconsistency.if amalgamationi suggest building court house '\n",
      "  'placeexcept sandwich pavement report.\" + 0.006*\"paying fine costs.\" + '\n",
      "  '0.006*\"notes errands oldtimers uneven break games repast week.\" + '\n",
      "  '0.006*\"work reed work nature instruction efforts te revive failed played '\n",
      "  'detroit northwestern hors lawsuit span livingstoneod plenty good eats.\" + '\n",
      "  '0.006*\"site ideal fig: give essex horseshoe club soorities county council.\" '\n",
      "  '+ 0.006*\"m. plant steamboat bill jr. runs bankers runs.\"'),\n",
      " (1,\n",
      "  '0.007*\"sized general plot bite stands pat count find revised plans.h.\" + '\n",
      "  '0.006*\"a. success.\" + 0.006*\"till riding defeating thomas a.run interest '\n",
      "  'pot conscience danger evening july play jar lost by: call mayor livingston '\n",
      "  'atheist chief requested thompson official tory candidate ing direction miss '\n",
      "  'drive chatham horseshoe club.\" + 0.006*\"e. king.d.d.\" + 0.006*\"no.\" + '\n",
      "  '0.006*\".i set spent life county.\" + 0.006*\"ing proper thing border cities '\n",
      "  'city manager nightly communion a.m holy : prospects pain el time towns '\n",
      "  'appears falls appointed inspector communion sermon am.. spectators police '\n",
      "  'magistrate case percy king full bowing tournament ah touch movement talking '\n",
      "  'hobby municipal vontinct mcgregor find school.\" + 0.006*\"wee fevidod '\n",
      "  'federal byeclections chat tags sd time essex horse.\" + 0.006*\"muster '\n",
      "  'trailing runs pipe laid canal bridge runs bankers runs.joyous swift moving '\n",
      "  'comedy.comedyphone border city outfit bases werefull men rubhamilton mighty '\n",
      "  'gallop knocked humerus scoring months rest game sawaffair finally local '\n",
      "  'boys cameclean hint andscored runs winning game.the factory supply '\n",
      "  'waterenginethe m. c. r. building switch north side track uric klapp place '\n",
      "  'twitch cars gravel national papers planning gregory road south theirtheir '\n",
      "  'shillington brows.\" + 0.006*\"imeialieh stay suggest misconduct withdrawn.\"'),\n",
      " (2,\n",
      "  '0.006*\"epi oil put nerve revised plans nowgfully helped pro liberals.\" + '\n",
      "  '0.006*\"amherstburg pus lithe official paper essex county no.\" + '\n",
      "  '0.006*\"street fair tuesday turkey thefts published trial court behalf miles '\n",
      "  'thirtyand behalf miles compute over.the suggestion commissioner area '\n",
      "  'separatedcities towns gordon sooner put installation thursday evening july '\n",
      "  'officers rose lodge no.\" + 0.006*\"weeks august con chain encircled county '\n",
      "  'fr played essex future.builders hardware: st. thomas guides coming '\n",
      "  'amherstburg mouth detroit cot people ar hinges glass points vanishes: camp '\n",
      "  'speaks river kilburn kent border.\" + 0.006*\"s. sample .g.\" + 0.006*\"ogg '\n",
      "  'special discount ice whig serves fore agonising wall en anne e. daughter : '\n",
      "  'played pe fits ammocks emerged tissue edward e. song b. m. plant... :lb '\n",
      "  'special discount va congress saturday land il ye bankers : mal : noon long '\n",
      "  'end children oddfellows ... : akin special week end: game hectic sg ny ay '\n",
      "  'edward times... fridaysaturdayg played months .\" + 0.006*\"detroit club '\n",
      "  'nerve matthew money: tweed.\" + 0.006*\"gained edge water linked denied '\n",
      "  'meeting monday night council u. s. department hat: point won mr. twas '\n",
      "  'parker oats bc barley rye wards end sand bar linked deal pure unanimously '\n",
      "  'record op proved u. s. war department point won donate mrs. federal c: '\n",
      "  'buckle c: .\" + 0.006*\"councilors divided thereto question.their action '\n",
      "  'closely sandwich east night beforeremoved pitch caused municipal opposition '\n",
      "  'railwaydeal.backed council action officials association representingfor '\n",
      "  'consent m. p. store county essex generally note recovered shock sheath '\n",
      "  'drowning sunday afternoon eugene maillaux president m. p. chain stores died '\n",
      "  'tankerville pay part cost court house renresentedon committee members '\n",
      "  'committee windsor officials represent cityand town.i connection city county '\n",
      "  'wherebythey joint municipal offices.when court house built surely present '\n",
      "  'buildings sandwich sufficient county municipal offices.sandwich convenient '\n",
      "  'county police magistrate whynow build court house width county council '\n",
      "  'boast theircountv richest beingthe banner county sun parlorete .the chamber '\n",
      "  'commercespread news thanking yousandwich town exofficialaugust st suburban '\n",
      "  'roadseditor ofphe echo: notice border cities staff tuesday windsor suburban '\n",
      "  'area added miles thesystem lieu part county rearrangement county system.\" + '\n",
      "  '0.006*\"mailloux progressed lost .\"'),\n",
      " (3,\n",
      "  '0.006*\"rest wins ninth je ff wie vanserdls football league :pe leaving '\n",
      "  'henry.. special discount reltlgeratays astonish leaving rose bare say.\" + '\n",
      "  '0.006*\": chester busy interesting wa .\" + 0.006*\"cook won ab miss mumford '\n",
      "  'large majority.\" + 0.006*\"meeting essex count:vices held christ ing '\n",
      "  'decisions given.\" + 0.006*\"council reminded wordstore charge middle the: '\n",
      "  'bottles beer lowed game.\" + 0.006*\"c. a. hill d.d.g.m.\" + 0.006*\"project '\n",
      "  'fig week wading : sex lake shore railway dimmed sandwich stony island '\n",
      "  'anderson.\" + 0.006*\"standing including games.\" + 0.006*\"charles e. honor '\n",
      "  'd.d.g..g. horse r.s.\" + 0.006*\"thereon dollarsabst city asgessopi windsor '\n",
      "  'cried fine .\"'),\n",
      " (4,\n",
      "  '0.006*\"onewill court judge disecrimins give instructed make war important '\n",
      "  'cases proprietor hotel peace games ore ba house public necessity.\" + '\n",
      "  '0.006*\"state adore canon renal olatimers word : : ra xiv : : : ti tut .\" + '\n",
      "  '0.006*\"in.\" + 0.006*\"court house politicians talking hobby hold j. j. '\n",
      "  'german county in.day highly entertained remanded arthur flowers bowing '\n",
      "  'starts am.\" + 0.006*\"times time turn held canada monday limb county girl '\n",
      "  'guide camp time selle oe extended years margin.f early conservative vacated '\n",
      "  'sur hihgivision spectators watched : shoe club r. wilson: complexion ft '\n",
      "  'lo.\" + 0.006*\"death heading partnership american team composed seasonable '\n",
      "  'ware date registration august controls road chain champions recreation '\n",
      "  'distal coming fo stores county essex tracts daniel .\" + 0.006*\"single copy '\n",
      "  'cents amherstburg ontario friday august .\" + 0.006*\"mcgregor news.\" + '\n",
      "  '0.006*\"edmund hospital.street fair theilluminated years booths star lots '\n",
      "  'rushing business.\" + 0.006*\"visitors smiths ont sandwich tuesday breach '\n",
      "  'liquor control act pure monday iii ho ay.\"')]\n"
     ]
    }
   ],
   "source": [
    "import gensim\n",
    "from pprint import pprint\n",
    "# number of topics\n",
    "num_topics = 5\n",
    "# Build LDA model\n",
    "lda_model = gensim.models.LdaMulticore(corpus=corpus,\n",
    "                                       id2word=dictionary,\n",
    "                                       num_topics=num_topics)\n",
    "# Print the Keyword in the 10 topics\n",
    "pprint(lda_model.print_topics())\n",
    "doc_lda = lda_model[corpus]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 133,
   "id": "rXQ9hY8MvnzW",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "rXQ9hY8MvnzW",
    "outputId": "5b7050b1-626e-40dd-ed32-0c0c76a2beee"
   },
   "outputs": [],
   "source": [
    "#!pip install pyLDAvis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "id": "0u1fRhSAuuOW",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 289
    },
    "id": "0u1fRhSAuuOW",
    "outputId": "85cf7212-f49a-4eba-a269-efdcab1ab468",
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC\\anaconda3\\lib\\site-packages\\pyLDAvis\\_prepare.py:243: FutureWarning: In a future version of pandas all arguments of DataFrame.drop except for the argument 'labels' will be keyword-only.\n",
      "  default_term_info = default_term_info.sort_values(\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "<link rel=\"stylesheet\" type=\"text/css\" href=\"https://cdn.jsdelivr.net/gh/bmabey/pyLDAvis@3.4.0/pyLDAvis/js/ldavis.v1.0.0.css\">\n",
       "\n",
       "\n",
       "<div id=\"ldavis_el1068424669351852964741878054\" style=\"background-color:white;\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "\n",
       "var ldavis_el1068424669351852964741878054_data = {\"mdsDat\": {\"x\": [0.0017501513651520205, -0.002496377894654166, 0.0009061927224941079, -0.0001381516831952169, -2.1814509796743944e-05], \"y\": [0.0007909230979073769, 0.0009845625195367329, 0.0008117307615211808, -0.002420392348874252, -0.00016682403009104035], \"topics\": [1, 2, 3, 4, 5], \"cluster\": [1, 1, 1, 1, 1], \"Freq\": [20.77026045120473, 20.745690944461966, 20.00899385018233, 19.378351100121723, 19.09670365402925]}, \"tinfo\": {\"Term\": [\"onewill court judge disecrimins give instructed make war important cases proprietor hotel peace games ore ba house public necessity.\", \"sized general plot bite stands pat count find revised plans.h.\", \"court house politicians talking hobby hold j. j. german county in.day highly entertained remanded arthur flowers bowing starts am.\", \"death heading partnership american team composed seasonable ware date registration august controls road chain champions recreation distal coming fo stores county essex tracts daniel .\", \"epi oil put nerve revised plans nowgfully helped pro liberals.\", \"ogg special discount ice whig serves fore agonising wall en anne e. daughter : played pe fits ammocks emerged tissue edward e. song b. m. plant... :lb special discount va congress saturday land il ye bankers : mal : noon long end children oddfellows ... : akin special week end: game hectic sg ny ay edward times... fridaysaturdayg played months .\", \"amherstburg pus lithe official paper essex county no.\", \"weeks august con chain encircled county fr played essex future.builders hardware: st. thomas guides coming amherstburg mouth detroit cot people ar hinges glass points vanishes: camp speaks river kilburn kent border.\", \"street fair tuesday turkey thefts published trial court behalf miles thirtyand behalf miles compute over.the suggestion commissioner area separatedcities towns gordon sooner put installation thursday evening july officers rose lodge no.\", \"state adore canon renal olatimers word : : ra xiv : : : ti tut .\", \"times time turn held canada monday limb county girl guide camp time selle oe extended years margin.f early conservative vacated sur hihgivision spectators watched : shoe club r. wilson: complexion ft lo.\", \"na watering beginning york ing dolls fee.\", \"wee fevidod federal byeclections chat tags sd time essex horse.\", \"a. success.\", \"led guilty red promptly brought ill purchase court house.\", \"james tim: es gaol mission adding the: miles oh.e v. er great throng people end zenger fro rags: head ned surely sandwich local thirtyone onequarter r.s.s.\", \"rare.\", \"edmund hospital.street fair theilluminated years booths star lots rushing business.\", \"single copy cents amherstburg ontario friday august .\", \"s. sample .g.\", \"no.\", \"visitors smiths ont sandwich tuesday breach liquor control act pure monday iii ho ay.\", \"c. a. hill d.d.g.m.\", \"rest wins ninth je ff wie vanserdls football league :pe leaving henry.. special discount reltlgeratays astonish leaving rose bare say.\", \"in.\", \"detroit club nerve matthew money: tweed.\", \"aboard laugh ship riproaring joy ride.\", \"j. c. brandy d.d.g.trees.\", \"mcgregor news.\", \": chester busy interesting wa .\", \"james tim: es gaol mission adding the: miles oh.e v. er great throng people end zenger fro rags: head ned surely sandwich local thirtyone onequarter r.s.s.\", \"charge theft : : wen : speaks high regard deny evening diese bad fred signal oath tilt save er hem pot mimi met mr. blame held annual event.\", \"na watering beginning york ing dolls fee.\", \"side attraction.\", \"reminds definition committee thathypocrisy inconsistency.if amalgamationi suggest building court house placeexcept sandwich pavement report.\", \"paying fine costs.\", \"notes errands oldtimers uneven break games repast week.\", \"work reed work nature instruction efforts te revive failed played detroit northwestern hors lawsuit span livingstoneod plenty good eats.\", \"site ideal fig: give essex horseshoe club soorities county council.\", \"m. plant steamboat bill jr. runs bankers runs.\", \"t. c.langlois d.d.g.r.s.\", \"came: up.\", \"cushion donate e: pair red voting temper lines hit while.\", \"reelection guides camp late.\", \"fully cent em.\", \"arrestedhuron line sandwich west saturday.\", \"anthersthurg installedfor ensuing term charles e.blame d.d.g:m. staff comprising fred adams d.d.g.w.\", \"ny gray: opinions limit year.\", \"herb holder.\", \"day provincial island acting sports club enlaytully keeping forwards intoxicating liquor grew considerably raid made island saturupkeep suburban roads officers.a refrigerator halfway bedroom hotel wasreleased probation promising strictly law hereafter.mr.\", \"wrong : :at liquor control act.\", \"bones follows: gate deep spot beach resume municipal buildings kingsville july st . stone island va blight gold donate .\", \"total resigned seat ontario glands shelled district commission scores totaled found jaw build joint administration themiddle ground.\", \"unnatural offenses entire.\", \"c. finally l.s.brandy j.p.g.\", \"single copy cents amherstburg ontario friday august .\", \"ly.\", \"balloting character balls jake.\", \"court.\", \". . august zis ha rat winning .\", \"charged provincial police played score notice county.\", \"commission.\", \"rest wins ninth je ff wie vanserdls football league :pe leaving henry.. special discount reltlgeratays astonish leaving rose bare say.\", \": chester busy interesting wa .\", \"cook won ab miss mumford large majority.\", \"council reminded wordstore charge middle the: bottles beer lowed game.\", \"standing including games.\", \"meeting essex count:vices held christ ing decisions given.\", \"project fig week wading : sex lake shore railway dimmed sandwich stony island anderson.\", \"c. a. hill d.d.g.m.\", \"total windsor wont channel amherstburg ing town: marion freemen hour life games played essex won games pay te share repairs deputy water frances helen prime martinet.\", \"charles e. honor d.d.g..g. horse r.s.\", \"thereon dollarsabst city asgessopi windsor cried fine .\", \"back to: urge il ontario hydra ty building question to.\", \"district.\", \"le county proposition.\", \"mirthfulthe local team sixth quality manners friday july oldtimers bravest mississippi river.\", \"mrs. ed.\", \"broker normal reynolds.\", \"colon ace warren oe de gate part held bankers screens wednesdaythursday .\", \"brake distance approximately howard ferguson toronto paid county authorizing bridge time: vis french byeelections girl guide camp felt: mr. maillowx miss house week.\", \"costo notice joint committee suitable court house named representing county sandwich would: understandcouncil city council report estimated union building management led guilty fine .\", \"withers river county windsor now.\", \"park pike creek tarso runner mind co. ltd. won elections e. i. markets bathing.\", \"engineers agreed withwhere church parish house mon ay ni wilson resigned failed week ten amherstburg pon distance rushed frank licks s. george holder au eye ad navigation interestsiigmae ending votes tender senatorship.\", \"obtained .\", \"sets pointed committees contributelimited miles added.\", \"pen pencil bones h. spear buckwheat .\", \"edmund hospital.street fair theilluminated years booths star lots rushing business.\", \"regular scheduledgame they: defeated theater.\", \"i.g.\", \"eating tactics suggestions molle river one: decision bench.\", \"widows maid .\", \"led guilty red promptly brought ill purchase court house.\", \"sized general plot bite stands pat count find revised plans.h.\", \"a. success.\", \"till riding defeating thomas a.run interest pot conscience danger evening july play jar lost by: call mayor livingston atheist chief requested thompson official tory candidate ing direction miss drive chatham horseshoe club.\", \".i set spent life county.\", \"no.\", \"e. king.d.d.\", \"ing proper thing border cities city manager nightly communion a.m holy : prospects pain el time towns appears falls appointed inspector communion sermon am.. spectators police magistrate case percy king full bowing tournament ah touch movement talking hobby municipal vontinct mcgregor find school.\", \"wee fevidod federal byeclections chat tags sd time essex horse.\", \"muster trailing runs pipe laid canal bridge runs bankers runs.joyous swift moving comedy.comedyphone border city outfit bases werefull men rubhamilton mighty gallop knocked humerus scoring months rest game sawaffair finally local boys cameclean hint andscored runs winning game.the factory supply waterenginethe m. c. r. building switch north side track uric klapp place twitch cars gravel national papers planning gregory road south theirtheir shillington brows.\", \"carefully supervised way.\", \"imeialieh stay suggest misconduct withdrawn.\", \"..the threatening rain lighted costs making net result raid sharp eye willie joint on.a accident place rochester south saturday whenrochford lincolnroad tankerville smashed scar caused grievous bodily hart doyle iv doriscruse rochford charged withdrawing unlawful intoxicated condition sentenced twentyseven days countygaol charge sa anderson news charged haroldwednesday week brought warren theft turkeysstreet costs trial amounting harold gulch led guilty consumed crowd ing liquor car mere coward earned money misdemeanouranother case local interest wasthat borne gee am.herstburg charged driving recklessly harrow read height saturday july th.\", \"of.\", \"approved hubs son wan red ticket ward island decisively endorsed strong.\", \"day picnicking swimming spread claimed bird united plebiscite.\", \"from.\", \"walker monarchs job suffered defeat the: :.\", \".. banks marriage pub runs ni : : : rosy wished st clement r. church mind.\", \"grounds committee green class condition.lunch served groundsmake reports question understand done.\", \"l..o.f.\", \"l. l. paper f.s.r.s.n.g.\", \"statement misleading.\", \"smith oldtimer pitcher held faces safe framesbut weakened final shining tigers shadow chap. . hardware .em er restore closed.\", \"faces ... quart galvanised pail cents il mind play loose thomas months.\", \"ports great time iv taken.\", \"registry behalf miles leaving b. wielder carson about.\", \"pair .\", \"a. errand liberal english guide lives points opponents.\", \"she: spread donate mr merest rich receded ne francis ontario crop coming market while.\", \"home stepped county to.\", \"onewill court judge disecrimins give instructed make war important cases proprietor hotel peace games ore ba house public necessity.\", \"state adore canon renal olatimers word : : ra xiv : : : ti tut .\", \"in.\", \"times time turn held canada monday limb county girl guide camp time selle oe extended years margin.f early conservative vacated sur hihgivision spectators watched : shoe club r. wilson: complexion ft lo.\", \"court house politicians talking hobby hold j. j. german county in.day highly entertained remanded arthur flowers bowing starts am.\", \"single copy cents amherstburg ontario friday august .\", \"death heading partnership american team composed seasonable ware date registration august controls road chain champions recreation distal coming fo stores county essex tracts daniel .\", \"edmund hospital.street fair theilluminated years booths star lots rushing business.\", \"mcgregor news.\", \"meeting street a. wilson succeeds run again.\", \"letters meantime young indies arerefrig : is:g: r. schafer chap.\", \"visitors smiths ont sandwich tuesday breach liquor control act pure monday iii ho ay.\", \"junction mail radial deal sandwich town council u. s. war department satin shop pe si lingtais brows wan no.\", \"joint municipal office building windsor cost ra city engineer windsor h. permit.\", \"the.\", \"j. c.hot treat.\", \"mr. mailloux ate deputation representing .\", \"peace pay mr peking.\", \"monday august : mondaytuesdayyou chance normal hearer august .\", \"city east windsor porto rose lodgemccoll engineer yeoman county engineer men tuesday morning undecided trade mare miles theindsorsuburban area roads raising heir mileage .he bonds added town linepond sandwich south andandwich west ballot roadprovincial highways south anderson online thobiuron line road fourthconcession sandwich west junction online sandwich south sandwich west.\", \"rare.\", \"church line outboth chicago charged action line ontario el court house.\", \"writ legislature contest safe corner amherstburg miss ellis mr. mailloux miss essex players won total king os site donate section proposed vertical clear success due spleen serghtive seat.\", \"widows maid .\", \"led guilty red promptly brought ill purchase court house.\", \"monday july ndoldtimers runs faces runs.wednesday july thoddfellows runs b. m. club runs.thursday july the.\", \"i.g.\", \"workers prescott seat vacated camp adviser inspector visited ociveinea dragged mrs borne lickman: george position plan horizontal clearance great generosity people anger convicted crime.\", \"les.\", \"brilliantly allowed bond trouble driving recklessly dew and.\", \"amherstburg channel large.\", \"epi oil put nerve revised plans nowgfully helped pro liberals.\", \"amherstburg pus lithe official paper essex county no.\", \"street fair tuesday turkey thefts published trial court behalf miles thirtyand behalf miles compute over.the suggestion commissioner area separatedcities towns gordon sooner put installation thursday evening july officers rose lodge no.\", \"weeks august con chain encircled county fr played essex future.builders hardware: st. thomas guides coming amherstburg mouth detroit cot people ar hinges glass points vanishes: camp speaks river kilburn kent border.\", \"s. sample .g.\", \"ogg special discount ice whig serves fore agonising wall en anne e. daughter : played pe fits ammocks emerged tissue edward e. song b. m. plant... :lb special discount va congress saturday land il ye bankers : mal : noon long end children oddfellows ... : akin special week end: game hectic sg ny ay edward times... fridaysaturdayg played months .\", \"detroit club nerve matthew money: tweed.\", \"councilors divided thereto question.their action closely sandwich east night beforeremoved pitch caused municipal opposition railwaydeal.backed council action officials association representingfor consent m. p. store county essex generally note recovered shock sheath drowning sunday afternoon eugene maillaux president m. p. chain stores died tankerville pay part cost court house renresentedon committee members committee windsor officials represent cityand town.i connection city county wherebythey joint municipal offices.when court house built surely present buildings sandwich sufficient county municipal offices.sandwich convenient county police magistrate whynow build court house width county council boast theircountv richest beingthe banner county sun parlorete .the chamber commercespread news thanking yousandwich town exofficialaugust st suburban roadseditor ofphe echo: notice border cities staff tuesday windsor suburban area added miles thesystem lieu part county rearrangement county system.\", \"gained edge water linked denied meeting monday night council u. s. department hat: point won mr. twas parker oats bc barley rye wards end sand bar linked deal pure unanimously record op proved u. s. war department point won donate mrs. federal c: buckle c: .\", \"mailloux progressed lost .\", \"day july.harvey center eagleeyed speedmotor cop municipalitycaught cost levi .\", \"brake distance approximately howard ferguson toronto paid county authorizing bridge time: vis french byeelections girl guide camp felt: mr. maillowx miss house week.\", \"aboard laugh ship riproaring joy ride.\", \"build nerve.\", \"sandwich council stand detroit river canadian bridge mrs. prague pe bar nature covered degrees decline y. cents pon swim .\", \"j. c. brandy d.d.g.trees.\", \": proved de\", \"coal donate prohibition act prince ed grain markets mother sunday morning spend.\", \"lace cigarette mcgregor founddriving intoxicated zigzagging prince road mon work discussed messrs liberty lanspeary jackson ferri appointed dron plan submit berg windsor suburban omission including john f.rien county treasurer m. e. brihitch removed mileage added wanton furious driving racing pleaded guilty end purchasing municipalities propose court house miles six.\", \"accused remanded week.\", \"notes errands oldtimers uneven break games repast week.\", \"detroit turned originalbulunce theditickets dependent conservative surprised camp amp thinking pair play.\", \"rare.\", \"borne paid costs histhomas flour harvey smitten jurisdiction.\", \"death heading partnership american team composed seasonable ware date registration august controls road chain champions recreation distal coming fo stores county essex tracts daniel .\", \"weed enjoy immense give years suspend se levi burns windsor lace court forms miles.\", \"embroidered mrs. j. ain doubt sell beach small children electric commission authorized revised plans construction.et siddall ut mrs. trotter prohibition conceded grain maid: enjoy begin operation windsor es bridge detroit river in.\", \": left field.\", \"colon ace warren oe de gate part held bankers screens wednesdaythursday .\", \"ny gray: opinions limit year.\", \"visitors smiths ont sandwich tuesday breach liquor control act pure monday iii ho ay.\", \"program prizes editor amherstburg echo: amalgamation get.\"], \"Freq\": [16906.0, 16422.0, 16998.0, 16970.0, 16889.0, 16990.0, 16877.0, 16943.0, 16778.0, 16822.0, 16832.0, 16324.0, 16616.0, 16410.0, 16780.0, 16372.0, 16909.0, 16609.0, 16538.0, 16854.0, 16620.0, 16834.0, 16590.0, 16284.0, 16680.0, 16840.0, 16651.0, 16828.0, 16739.0, 16380.0, 4597.2797414105435, 4460.379192094162, 4415.295039582731, 4409.517640728504, 4198.514487288309, 4147.921229933689, 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0.18723276903859135], \"Term\": [\". . august zis ha rat winning .\", \". . august zis ha rat winning .\", \". . august zis ha rat winning .\", \". . august zis ha rat winning .\", \". . august zis ha rat winning .\", \".. banks marriage pub runs ni : : : rosy wished st clement r. church mind.\", \".. banks marriage pub runs ni : : : rosy wished st clement r. church mind.\", \".. banks marriage pub runs ni : : : rosy wished st clement r. church mind.\", \".. banks marriage pub runs ni : : : rosy wished st clement r. church mind.\", \".. banks marriage pub runs ni : : : rosy wished st clement r. church mind.\", \"..the threatening rain lighted costs making net result raid sharp eye willie joint on.a accident place rochester south saturday whenrochford lincolnroad tankerville smashed scar caused grievous bodily hart doyle iv doriscruse rochford charged withdrawing unlawful intoxicated condition sentenced twentyseven days countygaol charge sa anderson news charged haroldwednesday week brought warren theft turkeysstreet costs trial amounting harold gulch led guilty consumed crowd ing liquor car mere coward earned money misdemeanouranother case local interest wasthat borne gee am.herstburg charged driving recklessly harrow read height saturday july th.\", \"..the threatening rain lighted costs making net result raid sharp eye willie joint on.a accident place rochester south saturday whenrochford lincolnroad tankerville smashed scar caused grievous bodily hart doyle iv doriscruse rochford charged withdrawing unlawful intoxicated condition sentenced twentyseven days countygaol charge sa anderson news charged haroldwednesday week brought warren theft turkeysstreet costs trial amounting harold gulch led guilty consumed crowd ing liquor car mere coward earned money misdemeanouranother case local interest wasthat borne gee am.herstburg charged driving recklessly harrow read height saturday july th.\", \"..the threatening rain lighted costs making net result raid sharp eye willie joint on.a accident place rochester south saturday whenrochford lincolnroad tankerville smashed scar caused grievous bodily hart doyle iv doriscruse rochford charged withdrawing unlawful intoxicated condition sentenced twentyseven days countygaol charge sa anderson news charged haroldwednesday week brought warren theft turkeysstreet costs trial amounting harold gulch led guilty consumed crowd ing liquor car mere coward earned money misdemeanouranother case local interest wasthat borne gee am.herstburg charged driving recklessly harrow read height saturday july th.\", \"..the threatening rain lighted costs making net result raid sharp eye willie joint on.a accident place rochester south saturday whenrochford lincolnroad tankerville smashed scar caused grievous bodily hart doyle iv doriscruse rochford charged withdrawing unlawful intoxicated condition sentenced twentyseven days countygaol charge sa anderson news charged haroldwednesday week brought warren theft turkeysstreet costs trial amounting harold gulch led guilty consumed crowd ing liquor car mere coward earned money misdemeanouranother case local interest wasthat borne gee am.herstburg charged driving recklessly harrow read height saturday july th.\", \"..the threatening rain lighted costs making net result raid sharp eye willie joint on.a accident place rochester south saturday whenrochford lincolnroad tankerville smashed scar caused grievous bodily hart doyle iv doriscruse rochford charged withdrawing unlawful intoxicated condition sentenced twentyseven days countygaol charge sa anderson news charged haroldwednesday week brought warren theft turkeysstreet costs trial amounting harold gulch led guilty consumed crowd ing liquor car mere coward earned money misdemeanouranother case local interest wasthat borne gee am.herstburg charged driving recklessly harrow read height saturday july th.\", \".i set spent life county.\", \".i set spent life county.\", \".i set spent life county.\", \".i set spent life county.\", \".i set spent life county.\", \": chester busy interesting wa .\", \": chester busy interesting wa .\", \": chester busy interesting wa .\", \": chester busy interesting wa .\", \": chester busy interesting wa .\", \": left field.\", \": left field.\", \": left field.\", \": left field.\", \": left field.\", \": proved de\", \": proved de\", \": proved de\", \": proved de\", \": proved de\", \"a. errand liberal english guide lives points opponents.\", \"a. errand liberal english guide lives points opponents.\", \"a. errand liberal english guide lives points opponents.\", \"a. errand liberal english guide lives points opponents.\", \"a. errand liberal english guide lives points opponents.\", \"a. success.\", \"a. success.\", \"a. success.\", \"a. success.\", \"a. success.\", \"aboard laugh ship riproaring joy ride.\", \"aboard laugh ship riproaring joy ride.\", \"aboard laugh ship riproaring joy ride.\", \"aboard laugh ship riproaring joy ride.\", \"aboard laugh ship riproaring joy ride.\", \"accused remanded week.\", \"accused remanded week.\", \"accused remanded week.\", \"accused remanded week.\", \"accused remanded week.\", \"amherstburg channel large.\", \"amherstburg channel large.\", \"amherstburg channel large.\", \"amherstburg channel large.\", \"amherstburg channel large.\", \"amherstburg pus lithe official paper essex county no.\", \"amherstburg pus lithe official paper essex county no.\", \"amherstburg pus lithe official paper essex county no.\", \"amherstburg pus lithe official paper essex county no.\", \"amherstburg pus lithe official paper essex county no.\", \"anthersthurg installedfor ensuing term charles e.blame d.d.g:m. staff comprising fred adams d.d.g.w.\", \"anthersthurg installedfor ensuing term charles e.blame d.d.g:m. staff comprising fred adams d.d.g.w.\", \"anthersthurg installedfor ensuing term charles e.blame d.d.g:m. staff comprising fred adams d.d.g.w.\", \"anthersthurg installedfor ensuing term charles e.blame d.d.g:m. staff comprising fred adams d.d.g.w.\", \"anthersthurg installedfor ensuing term charles e.blame d.d.g:m. staff comprising fred adams d.d.g.w.\", \"approved hubs son wan red ticket ward island decisively endorsed strong.\", \"approved hubs son wan red ticket ward island decisively endorsed strong.\", \"approved hubs son wan red ticket ward island decisively endorsed strong.\", \"approved hubs son wan red ticket ward island decisively endorsed strong.\", \"approved hubs son wan red ticket ward island decisively endorsed strong.\", \"arrestedhuron line sandwich west saturday.\", \"arrestedhuron line sandwich west saturday.\", \"arrestedhuron line sandwich west saturday.\", \"arrestedhuron line sandwich west saturday.\", \"arrestedhuron line sandwich west saturday.\", \"back to: urge il ontario hydra ty building question to.\", \"back to: urge il ontario hydra ty building question to.\", \"back to: urge il ontario hydra ty building question to.\", \"back to: urge il ontario hydra ty building question to.\", \"back to: urge il ontario hydra ty building question to.\", \"balloting character balls jake.\", \"balloting character balls jake.\", \"balloting character balls jake.\", \"balloting character balls jake.\", \"balloting character balls jake.\", \"bones follows: gate deep spot beach resume municipal buildings kingsville july st . stone island va blight gold donate .\", \"bones follows: gate deep spot beach resume municipal buildings kingsville july st . stone island va blight gold donate .\", \"bones follows: gate deep spot beach resume municipal buildings kingsville july st . stone island va blight gold donate .\", \"bones follows: gate deep spot beach resume municipal buildings kingsville july st . stone island va blight gold donate .\", \"bones follows: gate deep spot beach resume municipal buildings kingsville july st . stone island va blight gold donate .\", \"borne paid costs histhomas flour harvey smitten jurisdiction.\", \"borne paid costs histhomas flour harvey smitten jurisdiction.\", \"borne paid costs histhomas flour harvey smitten jurisdiction.\", \"borne paid costs histhomas flour harvey smitten jurisdiction.\", \"borne paid costs histhomas flour harvey smitten jurisdiction.\", \"brake distance approximately howard ferguson toronto paid county authorizing bridge time: vis french byeelections girl guide camp felt: mr. maillowx miss house week.\", \"brake distance approximately howard ferguson toronto paid county authorizing bridge time: vis french byeelections girl guide camp felt: mr. maillowx miss house week.\", \"brake distance approximately howard ferguson toronto paid county authorizing bridge time: vis french byeelections girl guide camp felt: mr. maillowx miss house week.\", \"brake distance approximately howard ferguson toronto paid county authorizing bridge time: vis french byeelections girl guide camp felt: mr. maillowx miss house week.\", \"brake distance approximately howard ferguson toronto paid county authorizing bridge time: vis french byeelections girl guide camp felt: mr. maillowx miss house week.\", \"brilliantly allowed bond trouble driving recklessly dew and.\", \"brilliantly allowed bond trouble driving recklessly dew and.\", \"brilliantly allowed bond trouble driving recklessly dew and.\", \"brilliantly allowed bond trouble driving recklessly dew and.\", \"brilliantly allowed bond trouble driving recklessly dew and.\", \"broker normal reynolds.\", \"broker normal reynolds.\", \"broker normal reynolds.\", \"broker normal reynolds.\", \"broker normal reynolds.\", \"build nerve.\", \"build nerve.\", \"build nerve.\", \"build nerve.\", \"build nerve.\", \"c. a. hill d.d.g.m.\", \"c. a. hill d.d.g.m.\", \"c. a. hill d.d.g.m.\", \"c. a. hill d.d.g.m.\", \"c. a. hill d.d.g.m.\", \"c. finally l.s.brandy j.p.g.\", \"c. finally l.s.brandy j.p.g.\", \"c. finally l.s.brandy j.p.g.\", \"c. finally l.s.brandy j.p.g.\", \"c. finally l.s.brandy j.p.g.\", \"came: up.\", \"came: up.\", \"came: up.\", \"came: up.\", \"came: up.\", \"carefully supervised way.\", \"carefully supervised way.\", \"carefully supervised way.\", \"carefully supervised way.\", \"carefully supervised way.\", \"charge theft : : wen : speaks high regard deny evening diese bad fred signal oath tilt save er hem pot mimi met mr. blame held annual event.\", \"charge theft : : wen : speaks high regard deny evening diese bad fred signal oath tilt save er hem pot mimi met mr. blame held annual event.\", \"charge theft : : wen : speaks high regard deny evening diese bad fred signal oath tilt save er hem pot mimi met mr. blame held annual event.\", \"charge theft : : wen : speaks high regard deny evening diese bad fred signal oath tilt save er hem pot mimi met mr. blame held annual event.\", \"charge theft : : wen : speaks high regard deny evening diese bad fred signal oath tilt save er hem pot mimi met mr. blame held annual event.\", \"charged provincial police played score notice county.\", \"charged provincial police played score notice county.\", \"charged provincial police played score notice county.\", \"charged provincial police played score notice county.\", \"charged provincial police played score notice county.\", \"charles e. honor d.d.g..g. horse r.s.\", \"charles e. honor d.d.g..g. horse r.s.\", \"charles e. honor d.d.g..g. horse r.s.\", \"charles e. honor d.d.g..g. horse r.s.\", \"charles e. honor d.d.g..g. horse r.s.\", \"church line outboth chicago charged action line ontario el court house.\", \"church line outboth chicago charged action line ontario el court house.\", \"church line outboth chicago charged action line ontario el court house.\", \"church line outboth chicago charged action line ontario el court house.\", \"church line outboth chicago charged action line ontario el court house.\", \"city east windsor porto rose lodgemccoll engineer yeoman county engineer men tuesday morning undecided trade mare miles theindsorsuburban area roads raising heir mileage .he bonds added town linepond sandwich south andandwich west ballot roadprovincial highways south anderson online thobiuron line road fourthconcession sandwich west junction online sandwich south sandwich west.\", \"city east windsor porto rose lodgemccoll engineer yeoman county engineer men tuesday morning undecided trade mare miles theindsorsuburban area roads raising heir mileage .he bonds added town linepond sandwich south andandwich west ballot roadprovincial highways south anderson online thobiuron line road fourthconcession sandwich west junction online sandwich south sandwich west.\", \"city east windsor porto rose lodgemccoll engineer yeoman county engineer men tuesday morning undecided trade mare miles theindsorsuburban area roads raising heir mileage .he bonds added town linepond sandwich south andandwich west ballot roadprovincial highways south anderson online thobiuron line road fourthconcession sandwich west junction online sandwich south sandwich west.\", \"city east windsor porto rose lodgemccoll engineer yeoman county engineer men tuesday morning undecided trade mare miles theindsorsuburban area roads raising heir mileage .he bonds added town linepond sandwich south andandwich west ballot roadprovincial highways south anderson online thobiuron line road fourthconcession sandwich west junction online sandwich south sandwich west.\", \"city east windsor porto rose lodgemccoll engineer yeoman county engineer men tuesday morning undecided trade mare miles theindsorsuburban area roads raising heir mileage .he bonds added town linepond sandwich south andandwich west ballot roadprovincial highways south anderson online thobiuron line road fourthconcession sandwich west junction online sandwich south sandwich west.\", \"coal donate prohibition act prince ed grain markets mother sunday morning spend.\", \"coal donate prohibition act prince ed grain markets mother sunday morning spend.\", \"coal donate prohibition act prince ed grain markets mother sunday morning spend.\", \"coal donate prohibition act prince ed grain markets mother sunday morning spend.\", \"coal donate prohibition act prince ed grain markets mother sunday morning spend.\", \"colon ace warren oe de gate part held bankers screens wednesdaythursday .\", \"colon ace warren oe de gate part held bankers screens wednesdaythursday .\", \"colon ace warren oe de gate part held bankers screens wednesdaythursday .\", \"colon ace warren oe de gate part held bankers screens wednesdaythursday .\", \"colon ace warren oe de gate part held bankers screens wednesdaythursday .\", \"commission.\", \"commission.\", \"commission.\", \"commission.\", \"commission.\", \"cook won ab miss mumford large majority.\", \"cook won ab miss mumford large majority.\", \"cook won ab miss mumford large majority.\", \"cook won ab miss mumford large majority.\", \"cook won ab miss mumford large majority.\", \"costo notice joint committee suitable court house named representing county sandwich would: understandcouncil city council report estimated union building management led guilty fine .\", \"costo notice joint committee suitable court house named representing county sandwich would: understandcouncil city council report estimated union building management led guilty fine .\", \"costo notice joint committee suitable court house named representing county sandwich would: understandcouncil city council report estimated union building management led guilty fine .\", \"costo notice joint committee suitable court house named representing county sandwich would: understandcouncil city council report estimated union building management led guilty fine .\", \"costo notice joint committee suitable court house named representing county sandwich would: understandcouncil city council report estimated union building management led guilty fine .\", \"council reminded wordstore charge middle the: bottles beer lowed game.\", \"council reminded wordstore charge middle the: bottles beer lowed game.\", \"council reminded wordstore charge middle the: bottles beer lowed game.\", \"council reminded wordstore charge middle the: bottles beer lowed game.\", \"council reminded wordstore charge middle the: bottles beer lowed game.\", \"councilors divided thereto question.their action closely sandwich east night beforeremoved pitch caused municipal opposition railwaydeal.backed council action officials association representingfor consent m. p. store county essex generally note recovered shock sheath drowning sunday afternoon eugene maillaux president m. p. chain stores died tankerville pay part cost court house renresentedon committee members committee windsor officials represent cityand town.i connection city county wherebythey joint municipal offices.when court house built surely present buildings sandwich sufficient county municipal offices.sandwich convenient county police magistrate whynow build court house width county council boast theircountv richest beingthe banner county sun parlorete .the chamber commercespread news thanking yousandwich town exofficialaugust st suburban roadseditor ofphe echo: notice border cities staff tuesday windsor suburban area added miles thesystem lieu part county rearrangement county system.\", \"councilors divided thereto question.their action closely sandwich east night beforeremoved pitch caused municipal opposition railwaydeal.backed council action officials association representingfor consent m. p. store county essex generally note recovered shock sheath drowning sunday afternoon eugene maillaux president m. p. chain stores died tankerville pay part cost court house renresentedon committee members committee windsor officials represent cityand town.i connection city county wherebythey joint municipal offices.when court house built surely present buildings sandwich sufficient county municipal offices.sandwich convenient county police magistrate whynow build court house width county council boast theircountv richest beingthe banner county sun parlorete .the chamber commercespread news thanking yousandwich town exofficialaugust st suburban roadseditor ofphe echo: notice border cities staff tuesday windsor suburban area added miles thesystem lieu part county rearrangement county system.\", \"councilors divided thereto question.their action closely sandwich east night beforeremoved pitch caused municipal opposition railwaydeal.backed council action officials association representingfor consent m. p. store county essex generally note recovered shock sheath drowning sunday afternoon eugene maillaux president m. p. chain stores died tankerville pay part cost court house renresentedon committee members committee windsor officials represent cityand town.i connection city county wherebythey joint municipal offices.when court house built surely present buildings sandwich sufficient county municipal offices.sandwich convenient county police magistrate whynow build court house width county council boast theircountv richest beingthe banner county sun parlorete .the chamber commercespread news thanking yousandwich town exofficialaugust st suburban roadseditor ofphe echo: notice border cities staff tuesday windsor suburban area added miles thesystem lieu part county rearrangement county system.\", \"councilors divided thereto question.their action closely sandwich east night beforeremoved pitch caused municipal opposition railwaydeal.backed council action officials association representingfor consent m. p. store county essex generally note recovered shock sheath drowning sunday afternoon eugene maillaux president m. p. chain stores died tankerville pay part cost court house renresentedon committee members committee windsor officials represent cityand town.i connection city county wherebythey joint municipal offices.when court house built surely present buildings sandwich sufficient county municipal offices.sandwich convenient county police magistrate whynow build court house width county council boast theircountv richest beingthe banner county sun parlorete .the chamber commercespread news thanking yousandwich town exofficialaugust st suburban roadseditor ofphe echo: notice border cities staff tuesday windsor suburban area added miles thesystem lieu part county rearrangement county system.\", \"councilors divided thereto question.their action closely sandwich east night beforeremoved pitch caused municipal opposition railwaydeal.backed council action officials association representingfor consent m. p. store county essex generally note recovered shock sheath drowning sunday afternoon eugene maillaux president m. p. chain stores died tankerville pay part cost court house renresentedon committee members committee windsor officials represent cityand town.i connection city county wherebythey joint municipal offices.when court house built surely present buildings sandwich sufficient county municipal offices.sandwich convenient county police magistrate whynow build court house width county council boast theircountv richest beingthe banner county sun parlorete .the chamber commercespread news thanking yousandwich town exofficialaugust st suburban roadseditor ofphe echo: notice border cities staff tuesday windsor suburban area added miles thesystem lieu part county rearrangement county system.\", \"court house politicians talking hobby hold j. j. german county in.day highly entertained remanded arthur flowers bowing starts am.\", \"court house politicians talking hobby hold j. j. german county in.day highly entertained remanded arthur flowers bowing starts am.\", \"court house politicians talking hobby hold j. j. german county in.day highly entertained remanded arthur flowers bowing starts am.\", \"court house politicians talking hobby hold j. j. german county in.day highly entertained remanded arthur flowers bowing starts am.\", \"court house politicians talking hobby hold j. j. german county in.day highly entertained remanded arthur flowers bowing starts am.\", \"court.\", \"court.\", \"court.\", \"court.\", \"court.\", \"cushion donate e: pair red voting temper lines hit while.\", \"cushion donate e: pair red voting temper lines hit while.\", \"cushion donate e: pair red voting temper lines hit while.\", \"cushion donate e: pair red voting temper lines hit while.\", \"cushion donate e: pair red voting temper lines hit while.\", \"day july.harvey center eagleeyed speedmotor cop municipalitycaught cost levi .\", \"day july.harvey center eagleeyed speedmotor cop municipalitycaught cost levi .\", \"day july.harvey center eagleeyed speedmotor cop municipalitycaught cost levi .\", \"day july.harvey center eagleeyed speedmotor cop municipalitycaught cost levi .\", \"day july.harvey center eagleeyed speedmotor cop municipalitycaught cost levi .\", \"day picnicking swimming spread claimed bird united plebiscite.\", \"day picnicking swimming spread claimed bird united plebiscite.\", \"day picnicking swimming spread claimed bird united plebiscite.\", \"day picnicking swimming spread claimed bird united plebiscite.\", \"day picnicking swimming spread claimed bird united plebiscite.\", \"day provincial island acting sports club enlaytully keeping forwards intoxicating liquor grew considerably raid made island saturupkeep suburban roads officers.a refrigerator halfway bedroom hotel wasreleased probation promising strictly law hereafter.mr.\", \"day provincial island acting sports club enlaytully keeping forwards intoxicating liquor grew considerably raid made island saturupkeep suburban roads officers.a refrigerator halfway bedroom hotel wasreleased probation promising strictly law hereafter.mr.\", \"day provincial island acting sports club enlaytully keeping forwards intoxicating liquor grew considerably raid made island saturupkeep suburban roads officers.a refrigerator halfway bedroom hotel wasreleased probation promising strictly law hereafter.mr.\", \"day provincial island acting sports club enlaytully keeping forwards intoxicating liquor grew considerably raid made island saturupkeep suburban roads officers.a refrigerator halfway bedroom hotel wasreleased probation promising strictly law hereafter.mr.\", \"day provincial island acting sports club enlaytully keeping forwards intoxicating liquor grew considerably raid made island saturupkeep suburban roads officers.a refrigerator halfway bedroom hotel wasreleased probation promising strictly law hereafter.mr.\", \"death heading partnership american team composed seasonable ware date registration august controls road chain champions recreation distal coming fo stores county essex tracts daniel .\", \"death heading partnership american team composed seasonable ware date registration august controls road chain champions recreation distal coming fo stores county essex tracts daniel .\", \"death heading partnership american team composed seasonable ware date registration august controls road chain champions recreation distal coming fo stores county essex tracts daniel .\", \"death heading partnership american team composed seasonable ware date registration august controls road chain champions recreation distal coming fo stores county essex tracts daniel .\", \"death heading partnership american team composed seasonable ware date registration august controls road chain champions recreation distal coming fo stores county essex tracts daniel .\", \"detroit club nerve matthew money: tweed.\", \"detroit club nerve matthew money: tweed.\", \"detroit club nerve matthew money: tweed.\", \"detroit club nerve matthew money: tweed.\", \"detroit club nerve matthew money: tweed.\", \"detroit turned originalbulunce theditickets dependent conservative surprised camp amp thinking pair play.\", \"detroit turned originalbulunce theditickets dependent conservative surprised camp amp thinking pair play.\", \"detroit turned originalbulunce theditickets dependent conservative surprised camp amp thinking pair play.\", \"detroit turned originalbulunce theditickets dependent conservative surprised camp amp thinking pair play.\", \"detroit turned originalbulunce theditickets dependent conservative surprised camp amp thinking pair play.\", \"district.\", \"district.\", \"district.\", \"district.\", \"district.\", \"e. king.d.d.\", \"e. king.d.d.\", \"e. king.d.d.\", \"e. king.d.d.\", \"e. king.d.d.\", \"eating tactics suggestions molle river one: decision bench.\", \"eating tactics suggestions molle river one: decision bench.\", \"eating tactics suggestions molle river one: decision bench.\", \"eating tactics suggestions molle river one: decision bench.\", \"eating tactics suggestions molle river one: decision bench.\", \"edmund hospital.street fair theilluminated years booths star lots rushing business.\", \"edmund hospital.street fair theilluminated years booths star lots rushing business.\", \"edmund hospital.street fair theilluminated years booths star lots rushing business.\", \"edmund hospital.street fair theilluminated years booths star lots rushing business.\", \"edmund hospital.street fair theilluminated years booths star lots rushing business.\", \"embroidered mrs. j. ain doubt sell beach small children electric commission authorized revised plans construction.et siddall ut mrs. trotter prohibition conceded grain maid: enjoy begin operation windsor es bridge detroit river in.\", \"embroidered mrs. j. ain doubt sell beach small children electric commission authorized revised plans construction.et siddall ut mrs. trotter prohibition conceded grain maid: enjoy begin operation windsor es bridge detroit river in.\", \"embroidered mrs. j. ain doubt sell beach small children electric commission authorized revised plans construction.et siddall ut mrs. trotter prohibition conceded grain maid: enjoy begin operation windsor es bridge detroit river in.\", \"embroidered mrs. j. ain doubt sell beach small children electric commission authorized revised plans construction.et siddall ut mrs. trotter prohibition conceded grain maid: enjoy begin operation windsor es bridge detroit river in.\", \"embroidered mrs. j. ain doubt sell beach small children electric commission authorized revised plans construction.et siddall ut mrs. trotter prohibition conceded grain maid: enjoy begin operation windsor es bridge detroit river in.\", \"engineers agreed withwhere church parish house mon ay ni wilson resigned failed week ten amherstburg pon distance rushed frank licks s. george holder au eye ad navigation interestsiigmae ending votes tender senatorship.\", \"engineers agreed withwhere church parish house mon ay ni wilson resigned failed week ten amherstburg pon distance rushed frank licks s. george holder au eye ad navigation interestsiigmae ending votes tender senatorship.\", \"engineers agreed withwhere church parish house mon ay ni wilson resigned failed week ten amherstburg pon distance rushed frank licks s. george holder au eye ad navigation interestsiigmae ending votes tender senatorship.\", \"engineers agreed withwhere church parish house mon ay ni wilson resigned failed week ten amherstburg pon distance rushed frank licks s. george holder au eye ad navigation interestsiigmae ending votes tender senatorship.\", \"engineers agreed withwhere church parish house mon ay ni wilson resigned failed week ten amherstburg pon distance rushed frank licks s. george holder au eye ad navigation interestsiigmae ending votes tender senatorship.\", \"epi oil put nerve revised plans nowgfully helped pro liberals.\", \"epi oil put nerve revised plans nowgfully helped pro liberals.\", \"epi oil put nerve revised plans nowgfully helped pro liberals.\", \"epi oil put nerve revised plans nowgfully helped pro liberals.\", \"epi oil put nerve revised plans nowgfully helped pro liberals.\", \"faces ... quart galvanised pail cents il mind play loose thomas months.\", \"faces ... quart galvanised pail cents il mind play loose thomas months.\", \"faces ... quart galvanised pail cents il mind play loose thomas months.\", \"faces ... quart galvanised pail cents il mind play loose thomas months.\", \"faces ... quart galvanised pail cents il mind play loose thomas months.\", \"from.\", \"from.\", \"from.\", \"from.\", \"from.\", \"fully cent em.\", \"fully cent em.\", \"fully cent em.\", \"fully cent em.\", \"fully cent em.\", \"gained edge water linked denied meeting monday night council u. s. department hat: point won mr. twas parker oats bc barley rye wards end sand bar linked deal pure unanimously record op proved u. s. war department point won donate mrs. federal c: buckle c: .\", \"gained edge water linked denied meeting monday night council u. s. department hat: point won mr. twas parker oats bc barley rye wards end sand bar linked deal pure unanimously record op proved u. s. war department point won donate mrs. federal c: buckle c: .\", \"gained edge water linked denied meeting monday night council u. s. department hat: point won mr. twas parker oats bc barley rye wards end sand bar linked deal pure unanimously record op proved u. s. war department point won donate mrs. federal c: buckle c: .\", \"gained edge water linked denied meeting monday night council u. s. department hat: point won mr. twas parker oats bc barley rye wards end sand bar linked deal pure unanimously record op proved u. s. war department point won donate mrs. federal c: buckle c: .\", \"gained edge water linked denied meeting monday night council u. s. department hat: point won mr. twas parker oats bc barley rye wards end sand bar linked deal pure unanimously record op proved u. s. war department point won donate mrs. federal c: buckle c: .\", \"grounds committee green class condition.lunch served groundsmake reports question understand done.\", \"grounds committee green class condition.lunch served groundsmake reports question understand done.\", \"grounds committee green class condition.lunch served groundsmake reports question understand done.\", \"grounds committee green class condition.lunch served groundsmake reports question understand done.\", \"grounds committee green class condition.lunch served groundsmake reports question understand done.\", \"herb holder.\", \"herb holder.\", \"herb holder.\", \"herb holder.\", \"herb holder.\", \"home stepped county to.\", \"home stepped county to.\", \"home stepped county to.\", \"home stepped county to.\", \"home stepped county to.\", \"i.g.\", \"i.g.\", \"i.g.\", \"i.g.\", \"i.g.\", \"imeialieh stay suggest misconduct withdrawn.\", \"imeialieh stay suggest misconduct withdrawn.\", \"imeialieh stay suggest misconduct withdrawn.\", \"imeialieh stay suggest misconduct withdrawn.\", \"imeialieh stay suggest misconduct withdrawn.\", \"in.\", \"in.\", \"in.\", \"in.\", \"in.\", \"ing proper thing border cities city manager nightly communion a.m holy : prospects pain el time towns appears falls appointed inspector communion sermon am.. spectators police magistrate case percy king full bowing tournament ah touch movement talking hobby municipal vontinct mcgregor find school.\", \"ing proper thing border cities city manager nightly communion a.m holy : prospects pain el time towns appears falls appointed inspector communion sermon am.. spectators police magistrate case percy king full bowing tournament ah touch movement talking hobby municipal vontinct mcgregor find school.\", \"ing proper thing border cities city manager nightly communion a.m holy : prospects pain el time towns appears falls appointed inspector communion sermon am.. spectators police magistrate case percy king full bowing tournament ah touch movement talking hobby municipal vontinct mcgregor find school.\", \"ing proper thing border cities city manager nightly communion a.m holy : prospects pain el time towns appears falls appointed inspector communion sermon am.. spectators police magistrate case percy king full bowing tournament ah touch movement talking hobby municipal vontinct mcgregor find school.\", \"ing proper thing border cities city manager nightly communion a.m holy : prospects pain el time towns appears falls appointed inspector communion sermon am.. spectators police magistrate case percy king full bowing tournament ah touch movement talking hobby municipal vontinct mcgregor find school.\", \"j. c. brandy d.d.g.trees.\", \"j. c. brandy d.d.g.trees.\", \"j. c. brandy d.d.g.trees.\", \"j. c. brandy d.d.g.trees.\", \"j. c. brandy d.d.g.trees.\", \"j. c.hot treat.\", \"j. c.hot treat.\", \"j. c.hot treat.\", \"j. c.hot treat.\", \"j. c.hot treat.\", \"james tim: es gaol mission adding the: miles oh.e v. er great throng people end zenger fro rags: head ned surely sandwich local thirtyone onequarter r.s.s.\", \"james tim: es gaol mission adding the: miles oh.e v. er great throng people end zenger fro rags: head ned surely sandwich local thirtyone onequarter r.s.s.\", \"james tim: es gaol mission adding the: miles oh.e v. er great throng people end zenger fro rags: head ned surely sandwich local thirtyone onequarter r.s.s.\", \"james tim: es gaol mission adding the: miles oh.e v. er great throng people end zenger fro rags: head ned surely sandwich local thirtyone onequarter r.s.s.\", \"james tim: es gaol mission adding the: miles oh.e v. er great throng people end zenger fro rags: head ned surely sandwich local thirtyone onequarter r.s.s.\", \"joint municipal office building windsor cost ra city engineer windsor h. permit.\", \"joint municipal office building windsor cost ra city engineer windsor h. permit.\", \"joint municipal office building windsor cost ra city engineer windsor h. permit.\", \"joint municipal office building windsor cost ra city engineer windsor h. permit.\", \"joint municipal office building windsor cost ra city engineer windsor h. permit.\", \"junction mail radial deal sandwich town council u. s. war department satin shop pe si lingtais brows wan no.\", \"junction mail radial deal sandwich town council u. s. war department satin shop pe si lingtais brows wan no.\", \"junction mail radial deal sandwich town council u. s. war department satin shop pe si lingtais brows wan no.\", \"junction mail radial deal sandwich town council u. s. war department satin shop pe si lingtais brows wan no.\", \"junction mail radial deal sandwich town council u. s. war department satin shop pe si lingtais brows wan no.\", \"l. l. paper f.s.r.s.n.g.\", \"l. l. paper f.s.r.s.n.g.\", \"l. l. paper f.s.r.s.n.g.\", \"l. l. paper f.s.r.s.n.g.\", \"l. l. paper f.s.r.s.n.g.\", \"l..o.f.\", \"l..o.f.\", \"l..o.f.\", \"l..o.f.\", \"l..o.f.\", \"lace cigarette mcgregor founddriving intoxicated zigzagging prince road mon work discussed messrs liberty lanspeary jackson ferri appointed dron plan submit berg windsor suburban omission including john f.rien county treasurer m. e. brihitch removed mileage added wanton furious driving racing pleaded guilty end purchasing municipalities propose court house miles six.\", \"lace cigarette mcgregor founddriving intoxicated zigzagging prince road mon work discussed messrs liberty lanspeary jackson ferri appointed dron plan submit berg windsor suburban omission including john f.rien county treasurer m. e. brihitch removed mileage added wanton furious driving racing pleaded guilty end purchasing municipalities propose court house miles six.\", \"lace cigarette mcgregor founddriving intoxicated zigzagging prince road mon work discussed messrs liberty lanspeary jackson ferri appointed dron plan submit berg windsor suburban omission including john f.rien county treasurer m. e. brihitch removed mileage added wanton furious driving racing pleaded guilty end purchasing municipalities propose court house miles six.\", \"lace cigarette mcgregor founddriving intoxicated zigzagging prince road mon work discussed messrs liberty lanspeary jackson ferri appointed dron plan submit berg windsor suburban omission including john f.rien county treasurer m. e. brihitch removed mileage added wanton furious driving racing pleaded guilty end purchasing municipalities propose court house miles six.\", \"lace cigarette mcgregor founddriving intoxicated zigzagging prince road mon work discussed messrs liberty lanspeary jackson ferri appointed dron plan submit berg windsor suburban omission including john f.rien county treasurer m. e. brihitch removed mileage added wanton furious driving racing pleaded guilty end purchasing municipalities propose court house miles six.\", \"le county proposition.\", \"le county proposition.\", \"le county proposition.\", \"le county proposition.\", \"le county proposition.\", \"led guilty red promptly brought ill purchase court house.\", \"led guilty red promptly brought ill purchase court house.\", \"led guilty red promptly brought ill purchase court house.\", \"led guilty red promptly brought ill purchase court house.\", \"led guilty red promptly brought ill purchase court house.\", \"les.\", \"les.\", \"les.\", \"les.\", \"les.\", \"letters meantime young indies arerefrig : is:g: r. schafer chap.\", \"letters meantime young indies arerefrig : is:g: r. schafer chap.\", \"letters meantime young indies arerefrig : is:g: r. schafer chap.\", \"letters meantime young indies arerefrig : is:g: r. schafer chap.\", \"letters meantime young indies arerefrig : is:g: r. schafer chap.\", \"ly.\", \"ly.\", \"ly.\", \"ly.\", \"ly.\", \"m. plant steamboat bill jr. runs bankers runs.\", \"m. plant steamboat bill jr. runs bankers runs.\", \"m. plant steamboat bill jr. runs bankers runs.\", \"m. plant steamboat bill jr. runs bankers runs.\", \"m. plant steamboat bill jr. runs bankers runs.\", \"mailloux progressed lost .\", \"mailloux progressed lost .\", \"mailloux progressed lost .\", \"mailloux progressed lost .\", \"mailloux progressed lost .\", \"mcgregor news.\", \"mcgregor news.\", \"mcgregor news.\", \"mcgregor news.\", \"mcgregor news.\", \"meeting essex count:vices held christ ing decisions given.\", \"meeting essex count:vices held christ ing decisions given.\", \"meeting essex count:vices held christ ing decisions given.\", \"meeting essex count:vices held christ ing decisions given.\", \"meeting essex count:vices held christ ing decisions given.\", \"meeting street a. wilson succeeds run again.\", \"meeting street a. wilson succeeds run again.\", \"meeting street a. wilson succeeds run again.\", \"meeting street a. wilson succeeds run again.\", \"meeting street a. wilson succeeds run again.\", \"mirthfulthe local team sixth quality manners friday july oldtimers bravest mississippi river.\", \"mirthfulthe local team sixth quality manners friday july oldtimers bravest mississippi river.\", \"mirthfulthe local team sixth quality manners friday july oldtimers bravest mississippi river.\", \"mirthfulthe local team sixth quality manners friday july oldtimers bravest mississippi river.\", \"mirthfulthe local team sixth quality manners friday july oldtimers bravest mississippi river.\", \"monday august : mondaytuesdayyou chance normal hearer august .\", \"monday august : mondaytuesdayyou chance normal hearer august .\", \"monday august : mondaytuesdayyou chance normal hearer august .\", \"monday august : mondaytuesdayyou chance normal hearer august .\", \"monday august : mondaytuesdayyou chance normal hearer august .\", \"monday july ndoldtimers runs faces runs.wednesday july thoddfellows runs b. m. club runs.thursday july the.\", \"monday july ndoldtimers runs faces runs.wednesday july thoddfellows runs b. m. club runs.thursday july the.\", \"monday july ndoldtimers runs faces runs.wednesday july thoddfellows runs b. m. club runs.thursday july the.\", \"monday july ndoldtimers runs faces runs.wednesday july thoddfellows runs b. m. club runs.thursday july the.\", \"monday july ndoldtimers runs faces runs.wednesday july thoddfellows runs b. m. club runs.thursday july the.\", \"mr. mailloux ate deputation representing .\", \"mr. mailloux ate deputation representing .\", \"mr. mailloux ate deputation representing .\", \"mr. mailloux ate deputation representing .\", \"mr. mailloux ate deputation representing .\", \"mrs. ed.\", \"mrs. ed.\", \"mrs. ed.\", \"mrs. ed.\", \"mrs. ed.\", \"muster trailing runs pipe laid canal bridge runs bankers runs.joyous swift moving comedy.comedyphone border city outfit bases werefull men rubhamilton mighty gallop knocked humerus scoring months rest game sawaffair finally local boys cameclean hint andscored runs winning game.the factory supply waterenginethe m. c. r. building switch north side track uric klapp place twitch cars gravel national papers planning gregory road south theirtheir shillington brows.\", \"muster trailing runs pipe laid canal bridge runs bankers runs.joyous swift moving comedy.comedyphone border city outfit bases werefull men rubhamilton mighty gallop knocked humerus scoring months rest game sawaffair finally local boys cameclean hint andscored runs winning game.the factory supply waterenginethe m. c. r. building switch north side track uric klapp place twitch cars gravel national papers planning gregory road south theirtheir shillington brows.\", \"muster trailing runs pipe laid canal bridge runs bankers runs.joyous swift moving comedy.comedyphone border city outfit bases werefull men rubhamilton mighty gallop knocked humerus scoring months rest game sawaffair finally local boys cameclean hint andscored runs winning game.the factory supply waterenginethe m. c. r. building switch north side track uric klapp place twitch cars gravel national papers planning gregory road south theirtheir shillington brows.\", \"muster trailing runs pipe laid canal bridge runs bankers runs.joyous swift moving comedy.comedyphone border city outfit bases werefull men rubhamilton mighty gallop knocked humerus scoring months rest game sawaffair finally local boys cameclean hint andscored runs winning game.the factory supply waterenginethe m. c. r. building switch north side track uric klapp place twitch cars gravel national papers planning gregory road south theirtheir shillington brows.\", \"muster trailing runs pipe laid canal bridge runs bankers runs.joyous swift moving comedy.comedyphone border city outfit bases werefull men rubhamilton mighty gallop knocked humerus scoring months rest game sawaffair finally local boys cameclean hint andscored runs winning game.the factory supply waterenginethe m. c. r. building switch north side track uric klapp place twitch cars gravel national papers planning gregory road south theirtheir shillington brows.\", \"na watering beginning york ing dolls fee.\", \"na watering beginning york ing dolls fee.\", \"na watering beginning york ing dolls fee.\", \"na watering beginning york ing dolls fee.\", \"na watering beginning york ing dolls fee.\", \"no.\", \"no.\", \"no.\", \"no.\", \"no.\", \"notes errands oldtimers uneven break games repast week.\", \"notes errands oldtimers uneven break games repast week.\", \"notes errands oldtimers uneven break games repast week.\", \"notes errands oldtimers uneven break games repast week.\", \"notes errands oldtimers uneven break games repast week.\", \"ny gray: opinions limit year.\", \"ny gray: opinions limit year.\", \"ny gray: opinions limit year.\", \"ny gray: opinions limit year.\", \"ny gray: opinions limit year.\", \"obtained .\", \"obtained .\", \"obtained .\", \"obtained .\", \"obtained .\", \"of.\", \"of.\", \"of.\", \"of.\", \"of.\", \"ogg special discount ice whig serves fore agonising wall en anne e. daughter : played pe fits ammocks emerged tissue edward e. song b. m. plant... :lb special discount va congress saturday land il ye bankers : mal : noon long end children oddfellows ... : akin special week end: game hectic sg ny ay edward times... fridaysaturdayg played months .\", \"ogg special discount ice whig serves fore agonising wall en anne e. daughter : played pe fits ammocks emerged tissue edward e. song b. m. plant... :lb special discount va congress saturday land il ye bankers : mal : noon long end children oddfellows ... : akin special week end: game hectic sg ny ay edward times... fridaysaturdayg played months .\", \"ogg special discount ice whig serves fore agonising wall en anne e. daughter : played pe fits ammocks emerged tissue edward e. song b. m. plant... :lb special discount va congress saturday land il ye bankers : mal : noon long end children oddfellows ... : akin special week end: game hectic sg ny ay edward times... fridaysaturdayg played months .\", \"ogg special discount ice whig serves fore agonising wall en anne e. daughter : played pe fits ammocks emerged tissue edward e. song b. m. plant... :lb special discount va congress saturday land il ye bankers : mal : noon long end children oddfellows ... : akin special week end: game hectic sg ny ay edward times... fridaysaturdayg played months .\", \"ogg special discount ice whig serves fore agonising wall en anne e. daughter : played pe fits ammocks emerged tissue edward e. song b. m. plant... :lb special discount va congress saturday land il ye bankers : mal : noon long end children oddfellows ... : akin special week end: game hectic sg ny ay edward times... fridaysaturdayg played months .\", \"onewill court judge disecrimins give instructed make war important cases proprietor hotel peace games ore ba house public necessity.\", \"onewill court judge disecrimins give instructed make war important cases proprietor hotel peace games ore ba house public necessity.\", \"onewill court judge disecrimins give instructed make war important cases proprietor hotel peace games ore ba house public necessity.\", \"onewill court judge disecrimins give instructed make war important cases proprietor hotel peace games ore ba house public necessity.\", \"onewill court judge disecrimins give instructed make war important cases proprietor hotel peace games ore ba house public necessity.\", \"pair .\", \"pair .\", \"pair .\", \"pair .\", \"pair .\", \"park pike creek tarso runner mind co. ltd. won elections e. i. markets bathing.\", \"park pike creek tarso runner mind co. ltd. won elections e. i. markets bathing.\", \"park pike creek tarso runner mind co. ltd. won elections e. i. markets bathing.\", \"park pike creek tarso runner mind co. ltd. won elections e. i. markets bathing.\", \"park pike creek tarso runner mind co. ltd. won elections e. i. markets bathing.\", \"paying fine costs.\", \"paying fine costs.\", \"paying fine costs.\", \"paying fine costs.\", \"paying fine costs.\", \"peace pay mr peking.\", \"peace pay mr peking.\", \"peace pay mr peking.\", \"peace pay mr peking.\", \"peace pay mr peking.\", \"pen pencil bones h. spear buckwheat .\", \"pen pencil bones h. spear buckwheat .\", \"pen pencil bones h. spear buckwheat .\", \"pen pencil bones h. spear buckwheat .\", \"pen pencil bones h. spear buckwheat .\", \"ports great time iv taken.\", \"ports great time iv taken.\", \"ports great time iv taken.\", \"ports great time iv taken.\", \"ports great time iv taken.\", \"program prizes editor amherstburg echo: amalgamation get.\", \"program prizes editor amherstburg echo: amalgamation get.\", \"program prizes editor amherstburg echo: amalgamation get.\", \"program prizes editor amherstburg echo: amalgamation get.\", \"program prizes editor amherstburg echo: amalgamation get.\", \"project fig week wading : sex lake shore railway dimmed sandwich stony island anderson.\", \"project fig week wading : sex lake shore railway dimmed sandwich stony island anderson.\", \"project fig week wading : sex lake shore railway dimmed sandwich stony island anderson.\", \"project fig week wading : sex lake shore railway dimmed sandwich stony island anderson.\", \"project fig week wading : sex lake shore railway dimmed sandwich stony island anderson.\", \"rare.\", \"rare.\", \"rare.\", \"rare.\", \"rare.\", \"reelection guides camp late.\", \"reelection guides camp late.\", \"reelection guides camp late.\", \"reelection guides camp late.\", \"reelection guides camp late.\", \"registry behalf miles leaving b. wielder carson about.\", \"registry behalf miles leaving b. wielder carson about.\", \"registry behalf miles leaving b. wielder carson about.\", \"registry behalf miles leaving b. wielder carson about.\", \"registry behalf miles leaving b. wielder carson about.\", \"regular scheduledgame they: defeated theater.\", \"regular scheduledgame they: defeated theater.\", \"regular scheduledgame they: defeated theater.\", \"regular scheduledgame they: defeated theater.\", \"regular scheduledgame they: defeated theater.\", \"reminds definition committee thathypocrisy inconsistency.if amalgamationi suggest building court house placeexcept sandwich pavement report.\", \"reminds definition committee thathypocrisy inconsistency.if amalgamationi suggest building court house placeexcept sandwich pavement report.\", \"reminds definition committee thathypocrisy inconsistency.if amalgamationi suggest building court house placeexcept sandwich pavement report.\", \"reminds definition committee thathypocrisy inconsistency.if amalgamationi suggest building court house placeexcept sandwich pavement report.\", \"reminds definition committee thathypocrisy inconsistency.if amalgamationi suggest building court house placeexcept sandwich pavement report.\", \"rest wins ninth je ff wie vanserdls football league :pe leaving henry.. special discount reltlgeratays astonish leaving rose bare say.\", \"rest wins ninth je ff wie vanserdls football league :pe leaving henry.. special discount reltlgeratays astonish leaving rose bare say.\", \"rest wins ninth je ff wie vanserdls football league :pe leaving henry.. special discount reltlgeratays astonish leaving rose bare say.\", \"rest wins ninth je ff wie vanserdls football league :pe leaving henry.. special discount reltlgeratays astonish leaving rose bare say.\", \"rest wins ninth je ff wie vanserdls football league :pe leaving henry.. special discount reltlgeratays astonish leaving rose bare say.\", \"s. sample .g.\", \"s. sample .g.\", \"s. sample .g.\", \"s. sample .g.\", \"s. sample .g.\", \"sandwich council stand detroit river canadian bridge mrs. prague pe bar nature covered degrees decline y. cents pon swim .\", \"sandwich council stand detroit river canadian bridge mrs. prague pe bar nature covered degrees decline y. cents pon swim .\", \"sandwich council stand detroit river canadian bridge mrs. prague pe bar nature covered degrees decline y. cents pon swim .\", \"sandwich council stand detroit river canadian bridge mrs. prague pe bar nature covered degrees decline y. cents pon swim .\", \"sandwich council stand detroit river canadian bridge mrs. prague pe bar nature covered degrees decline y. cents pon swim .\", \"sets pointed committees contributelimited miles added.\", \"sets pointed committees contributelimited miles added.\", \"sets pointed committees contributelimited miles added.\", \"sets pointed committees contributelimited miles added.\", \"sets pointed committees contributelimited miles added.\", \"she: spread donate mr merest rich receded ne francis ontario crop coming market while.\", \"she: spread donate mr merest rich receded ne francis ontario crop coming market while.\", \"she: spread donate mr merest rich receded ne francis ontario crop coming market while.\", \"she: spread donate mr merest rich receded ne francis ontario crop coming market while.\", \"she: spread donate mr merest rich receded ne francis ontario crop coming market while.\", \"side attraction.\", \"side attraction.\", \"side attraction.\", \"side attraction.\", \"side attraction.\", \"single copy cents amherstburg ontario friday august .\", \"single copy cents amherstburg ontario friday august .\", \"single copy cents amherstburg ontario friday august .\", \"single copy cents amherstburg ontario friday august .\", \"single copy cents amherstburg ontario friday august .\", \"site ideal fig: give essex horseshoe club soorities county council.\", \"site ideal fig: give essex horseshoe club soorities county council.\", \"site ideal fig: give essex horseshoe club soorities county council.\", \"site ideal fig: give essex horseshoe club soorities county council.\", \"site ideal fig: give essex horseshoe club soorities county council.\", \"sized general plot bite stands pat count find revised plans.h.\", \"sized general plot bite stands pat count find revised plans.h.\", \"sized general plot bite stands pat count find revised plans.h.\", \"sized general plot bite stands pat count find revised plans.h.\", \"sized general plot bite stands pat count find revised plans.h.\", \"smith oldtimer pitcher held faces safe framesbut weakened final shining tigers shadow chap. . hardware .em er restore closed.\", \"smith oldtimer pitcher held faces safe framesbut weakened final shining tigers shadow chap. . hardware .em er restore closed.\", \"smith oldtimer pitcher held faces safe framesbut weakened final shining tigers shadow chap. . hardware .em er restore closed.\", \"smith oldtimer pitcher held faces safe framesbut weakened final shining tigers shadow chap. . hardware .em er restore closed.\", \"smith oldtimer pitcher held faces safe framesbut weakened final shining tigers shadow chap. . hardware .em er restore closed.\", \"standing including games.\", \"standing including games.\", \"standing including games.\", \"standing including games.\", \"standing including games.\", \"state adore canon renal olatimers word : : ra xiv : : : ti tut .\", \"state adore canon renal olatimers word : : ra xiv : : : ti tut .\", \"state adore canon renal olatimers word : : ra xiv : : : ti tut .\", \"state adore canon renal olatimers word : : ra xiv : : : ti tut .\", \"state adore canon renal olatimers word : : ra xiv : : : ti tut .\", \"statement misleading.\", \"statement misleading.\", \"statement misleading.\", \"statement misleading.\", \"statement misleading.\", \"street fair tuesday turkey thefts published trial court behalf miles thirtyand behalf miles compute over.the suggestion commissioner area separatedcities towns gordon sooner put installation thursday evening july officers rose lodge no.\", \"street fair tuesday turkey thefts published trial court behalf miles thirtyand behalf miles compute over.the suggestion commissioner area separatedcities towns gordon sooner put installation thursday evening july officers rose lodge no.\", \"street fair tuesday turkey thefts published trial court behalf miles thirtyand behalf miles compute over.the suggestion commissioner area separatedcities towns gordon sooner put installation thursday evening july officers rose lodge no.\", \"street fair tuesday turkey thefts published trial court behalf miles thirtyand behalf miles compute over.the suggestion commissioner area separatedcities towns gordon sooner put installation thursday evening july officers rose lodge no.\", \"street fair tuesday turkey thefts published trial court behalf miles thirtyand behalf miles compute over.the suggestion commissioner area separatedcities towns gordon sooner put installation thursday evening july officers rose lodge no.\", \"t. c.langlois d.d.g.r.s.\", \"t. c.langlois d.d.g.r.s.\", \"t. c.langlois d.d.g.r.s.\", \"t. c.langlois d.d.g.r.s.\", \"t. c.langlois d.d.g.r.s.\", \"the.\", \"the.\", \"the.\", \"the.\", \"the.\", \"thereon dollarsabst city asgessopi windsor cried fine .\", \"thereon dollarsabst city asgessopi windsor cried fine .\", \"thereon dollarsabst city asgessopi windsor cried fine .\", \"thereon dollarsabst city asgessopi windsor cried fine .\", \"thereon dollarsabst city asgessopi windsor cried fine .\", \"till riding defeating thomas a.run interest pot conscience danger evening july play jar lost by: call mayor livingston atheist chief requested thompson official tory candidate ing direction miss drive chatham horseshoe club.\", \"till riding defeating thomas a.run interest pot conscience danger evening july play jar lost by: call mayor livingston atheist chief requested thompson official tory candidate ing direction miss drive chatham horseshoe club.\", \"till riding defeating thomas a.run interest pot conscience danger evening july play jar lost by: call mayor livingston atheist chief requested thompson official tory candidate ing direction miss drive chatham horseshoe club.\", \"till riding defeating thomas a.run interest pot conscience danger evening july play jar lost by: call mayor livingston atheist chief requested thompson official tory candidate ing direction miss drive chatham horseshoe club.\", \"till riding defeating thomas a.run interest pot conscience danger evening july play jar lost by: call mayor livingston atheist chief requested thompson official tory candidate ing direction miss drive chatham horseshoe club.\", \"times time turn held canada monday limb county girl guide camp time selle oe extended years margin.f early conservative vacated sur hihgivision spectators watched : shoe club r. wilson: complexion ft lo.\", \"times time turn held canada monday limb county girl guide camp time selle oe extended years margin.f early conservative vacated sur hihgivision spectators watched : shoe club r. wilson: complexion ft lo.\", \"times time turn held canada monday limb county girl guide camp time selle oe extended years margin.f early conservative vacated sur hihgivision spectators watched : shoe club r. wilson: complexion ft lo.\", \"times time turn held canada monday limb county girl guide camp time selle oe extended years margin.f early conservative vacated sur hihgivision spectators watched : shoe club r. wilson: complexion ft lo.\", \"times time turn held canada monday limb county girl guide camp time selle oe extended years margin.f early conservative vacated sur hihgivision spectators watched : shoe club r. wilson: complexion ft lo.\", \"total resigned seat ontario glands shelled district commission scores totaled found jaw build joint administration themiddle ground.\", \"total resigned seat ontario glands shelled district commission scores totaled found jaw build joint administration themiddle ground.\", \"total resigned seat ontario glands shelled district commission scores totaled found jaw build joint administration themiddle ground.\", \"total resigned seat ontario glands shelled district commission scores totaled found jaw build joint administration themiddle ground.\", \"total resigned seat ontario glands shelled district commission scores totaled found jaw build joint administration themiddle ground.\", \"total windsor wont channel amherstburg ing town: marion freemen hour life games played essex won games pay te share repairs deputy water frances helen prime martinet.\", \"total windsor wont channel amherstburg ing town: marion freemen hour life games played essex won games pay te share repairs deputy water frances helen prime martinet.\", \"total windsor wont channel amherstburg ing town: marion freemen hour life games played essex won games pay te share repairs deputy water frances helen prime martinet.\", \"total windsor wont channel amherstburg ing town: marion freemen hour life games played essex won games pay te share repairs deputy water frances helen prime martinet.\", \"total windsor wont channel amherstburg ing town: marion freemen hour life games played essex won games pay te share repairs deputy water frances helen prime martinet.\", \"unnatural offenses entire.\", \"unnatural offenses entire.\", \"unnatural offenses entire.\", \"unnatural offenses entire.\", \"unnatural offenses entire.\", \"visitors smiths ont sandwich tuesday breach liquor control act pure monday iii ho ay.\", \"visitors smiths ont sandwich tuesday breach liquor control act pure monday iii ho ay.\", \"visitors smiths ont sandwich tuesday breach liquor control act pure monday iii ho ay.\", \"visitors smiths ont sandwich tuesday breach liquor control act pure monday iii ho ay.\", \"visitors smiths ont sandwich tuesday breach liquor control act pure monday iii ho ay.\", \"walker monarchs job suffered defeat the: :.\", \"walker monarchs job suffered defeat the: :.\", \"walker monarchs job suffered defeat the: :.\", \"walker monarchs job suffered defeat the: :.\", \"walker monarchs job suffered defeat the: :.\", \"wee fevidod federal byeclections chat tags sd time essex horse.\", \"wee fevidod federal byeclections chat tags sd time essex horse.\", \"wee fevidod federal byeclections chat tags sd time essex horse.\", \"wee fevidod federal byeclections chat tags sd time essex horse.\", \"wee fevidod federal byeclections chat tags sd time essex horse.\", \"weed enjoy immense give years suspend se levi burns windsor lace court forms miles.\", \"weed enjoy immense give years suspend se levi burns windsor lace court forms miles.\", \"weed enjoy immense give years suspend se levi burns windsor lace court forms miles.\", \"weed enjoy immense give years suspend se levi burns windsor lace court forms miles.\", \"weed enjoy immense give years suspend se levi burns windsor lace court forms miles.\", \"weeks august con chain encircled county fr played essex future.builders hardware: st. thomas guides coming amherstburg mouth detroit cot people ar hinges glass points vanishes: camp speaks river kilburn kent border.\", \"weeks august con chain encircled county fr played essex future.builders hardware: st. thomas guides coming amherstburg mouth detroit cot people ar hinges glass points vanishes: camp speaks river kilburn kent border.\", \"weeks august con chain encircled county fr played essex future.builders hardware: st. thomas guides coming amherstburg mouth detroit cot people ar hinges glass points vanishes: camp speaks river kilburn kent border.\", \"weeks august con chain encircled county fr played essex future.builders hardware: st. thomas guides coming amherstburg mouth detroit cot people ar hinges glass points vanishes: camp speaks river kilburn kent border.\", \"weeks august con chain encircled county fr played essex future.builders hardware: st. thomas guides coming amherstburg mouth detroit cot people ar hinges glass points vanishes: camp speaks river kilburn kent border.\", \"widows maid .\", \"widows maid .\", \"widows maid .\", \"widows maid .\", \"widows maid .\", \"withers river county windsor now.\", \"withers river county windsor now.\", \"withers river county windsor now.\", \"withers river county windsor now.\", \"withers river county windsor now.\", \"work reed work nature instruction efforts te revive failed played detroit northwestern hors lawsuit span livingstoneod plenty good eats.\", \"work reed work nature instruction efforts te revive failed played detroit northwestern hors lawsuit span livingstoneod plenty good eats.\", \"work reed work nature instruction efforts te revive failed played detroit northwestern hors lawsuit span livingstoneod plenty good eats.\", \"work reed work nature instruction efforts te revive failed played detroit northwestern hors lawsuit span livingstoneod plenty good eats.\", \"work reed work nature instruction efforts te revive failed played detroit northwestern hors lawsuit span livingstoneod plenty good eats.\", \"workers prescott seat vacated camp adviser inspector visited ociveinea dragged mrs borne lickman: george position plan horizontal clearance great generosity people anger convicted crime.\", \"workers prescott seat vacated camp adviser inspector visited ociveinea dragged mrs borne lickman: george position plan horizontal clearance great generosity people anger convicted crime.\", \"workers prescott seat vacated camp adviser inspector visited ociveinea dragged mrs borne lickman: george position plan horizontal clearance great generosity people anger convicted crime.\", \"workers prescott seat vacated camp adviser inspector visited ociveinea dragged mrs borne lickman: george position plan horizontal clearance great generosity people anger convicted crime.\", \"workers prescott seat vacated camp adviser inspector visited ociveinea dragged mrs borne lickman: george position plan horizontal clearance great generosity people anger convicted crime.\", \"writ legislature contest safe corner amherstburg miss ellis mr. mailloux miss essex players won total king os site donate section proposed vertical clear success due spleen serghtive seat.\", \"writ legislature contest safe corner amherstburg miss ellis mr. mailloux miss essex players won total king os site donate section proposed vertical clear success due spleen serghtive seat.\", \"writ legislature contest safe corner amherstburg miss ellis mr. mailloux miss essex players won total king os site donate section proposed vertical clear success due spleen serghtive seat.\", \"writ legislature contest safe corner amherstburg miss ellis mr. mailloux miss essex players won total king os site donate section proposed vertical clear success due spleen serghtive seat.\", \"writ legislature contest safe corner amherstburg miss ellis mr. mailloux miss essex players won total king os site donate section proposed vertical clear success due spleen serghtive seat.\", \"wrong : :at liquor control act.\", \"wrong : :at liquor control act.\", \"wrong : :at liquor control act.\", \"wrong : :at liquor control act.\", \"wrong : :at liquor control act.\"]}, \"R\": 30, \"lambda.step\": 0.01, \"plot.opts\": {\"xlab\": \"PC1\", \"ylab\": \"PC2\"}, \"topic.order\": [1, 4, 2, 5, 3]};\n",
       "\n",
       "function LDAvis_load_lib(url, callback){\n",
       "  var s = document.createElement('script');\n",
       "  s.src = url;\n",
       "  s.async = true;\n",
       "  s.onreadystatechange = s.onload = callback;\n",
       "  s.onerror = function(){console.warn(\"failed to load library \" + url);};\n",
       "  document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "}\n",
       "\n",
       "if(typeof(LDAvis) !== \"undefined\"){\n",
       "   // already loaded: just create the visualization\n",
       "   !function(LDAvis){\n",
       "       new LDAvis(\"#\" + \"ldavis_el1068424669351852964741878054\", ldavis_el1068424669351852964741878054_data);\n",
       "   }(LDAvis);\n",
       "}else if(typeof define === \"function\" && define.amd){\n",
       "   // require.js is available: use it to load d3/LDAvis\n",
       "   require.config({paths: {d3: \"https://d3js.org/d3.v5\"}});\n",
       "   require([\"d3\"], function(d3){\n",
       "      window.d3 = d3;\n",
       "      LDAvis_load_lib(\"https://cdn.jsdelivr.net/gh/bmabey/pyLDAvis@3.4.0/pyLDAvis/js/ldavis.v3.0.0.js\", function(){\n",
       "        new LDAvis(\"#\" + \"ldavis_el1068424669351852964741878054\", ldavis_el1068424669351852964741878054_data);\n",
       "      });\n",
       "    });\n",
       "}else{\n",
       "    // require.js not available: dynamically load d3 & LDAvis\n",
       "    LDAvis_load_lib(\"https://d3js.org/d3.v5.js\", function(){\n",
       "         LDAvis_load_lib(\"https://cdn.jsdelivr.net/gh/bmabey/pyLDAvis@3.4.0/pyLDAvis/js/ldavis.v3.0.0.js\", function(){\n",
       "                 new LDAvis(\"#\" + \"ldavis_el1068424669351852964741878054\", ldavis_el1068424669351852964741878054_data);\n",
       "            })\n",
       "         });\n",
       "}\n",
       "</script>"
      ],
      "text/plain": [
       "PreparedData(topic_coordinates=              x         y  topics  cluster       Freq\n",
       "topic                                                \n",
       "0      0.001750  0.000791       1        1  20.770260\n",
       "3     -0.002496  0.000985       2        1  20.745691\n",
       "1      0.000906  0.000812       3        1  20.008994\n",
       "4     -0.000138 -0.002420       4        1  19.378351\n",
       "2     -0.000022 -0.000167       5        1  19.096704, topic_info=                                                  Term          Freq  \\\n",
       "143  onewill court judge disecrimins give instructe...  16906.000000   \n",
       "174  sized general plot bite stands pat count find ...  16422.000000   \n",
       "55   court house politicians talking hobby hold j. ...  16998.000000   \n",
       "63   death heading partnership american team compos...  16970.000000   \n",
       "74   epi oil put nerve revised plans nowgfully help...  16889.000000   \n",
       "..                                                 ...           ...   \n",
       "7                                        : left field.   3567.652280   \n",
       "47   colon ace warren oe de gate part held bankers ...   3515.047165   \n",
       "136                      ny gray: opinions limit year.   3520.447151   \n",
       "193  visitors smiths ont sandwich tuesday breach li...   3577.126752   \n",
       "155  program prizes editor amherstburg echo: amalga...   3546.568874   \n",
       "\n",
       "            Total Category  logprob  loglift  \n",
       "143  16906.000000  Default  30.0000  30.0000  \n",
       "174  16422.000000  Default  29.0000  29.0000  \n",
       "55   16998.000000  Default  28.0000  28.0000  \n",
       "63   16970.000000  Default  27.0000  27.0000  \n",
       "74   16889.000000  Default  26.0000  26.0000  \n",
       "..            ...      ...      ...      ...  \n",
       "7    16735.809407   Topic5  -5.2261   0.1100  \n",
       "47   16492.802049   Topic5  -5.2410   0.1098  \n",
       "136  16557.270039   Topic5  -5.2394   0.1074  \n",
       "193  16834.226445   Topic5  -5.2235   0.1068  \n",
       "155  16851.269882   Topic5  -5.2320   0.0972  \n",
       "\n",
       "[187 rows x 6 columns], token_table=      Topic      Freq                             Term\n",
       "term                                                  \n",
       "0         1  0.230606  . . august zis ha rat winning .\n",
       "0         2  0.218984  . . august zis ha rat winning .\n",
       "0         3  0.196841  . . august zis ha rat winning .\n",
       "0         4  0.182527  . . august zis ha rat winning .\n",
       "0         5  0.171089  . . august zis ha rat winning .\n",
       "...     ...       ...                              ...\n",
       "209       1  0.238380  wrong : :at liquor control act.\n",
       "209       2  0.210637  wrong : :at liquor control act.\n",
       "209       3  0.202387  wrong : :at liquor control act.\n",
       "209       4  0.161384  wrong : :at liquor control act.\n",
       "209       5  0.187233  wrong : :at liquor control act.\n",
       "\n",
       "[725 rows x 3 columns], R=30, lambda_step=0.01, plot_opts={'xlab': 'PC1', 'ylab': 'PC2'}, topic_order=[1, 4, 2, 5, 3])"
      ]
     },
     "execution_count": 134,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import os\n",
    "import pyLDAvis.gensim\n",
    "import pickle \n",
    "import pyLDAvis\n",
    "# Visualize the topics\n",
    "pyLDAvis.enable_notebook()\n",
    "LDAvis_data_filepath = os.path.join('./results/ldavis_prepared_'+str(num_topics))\n",
    "\n",
    "\n",
    "LDAvis_prepared = pyLDAvis.gensim.prepare(lda_model, corpus, dictionary)\n",
    "with open(LDAvis_data_filepath, 'wb') as f:\n",
    "    pickle.dump(LDAvis_prepared, f)\n",
    "        \n",
    "        \n",
    "# load the pre-prepared pyLDAvis data from disk\n",
    "with open(LDAvis_data_filepath, 'rb') as f:\n",
    "    LDAvis_prepared = pickle.load(f)\n",
    "pyLDAvis.save_html(LDAvis_prepared, './results/ldavis_prepared_'+ str(num_topics) +'.html')\n",
    "LDAvis_prepared"
   ]
  }
 ],
 "metadata": {
  "colab": {
   "provenance": []
  },
  "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": "3.9.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}