<commit_before>{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting nltk\n",
      "  Downloading nltk-3.2.1.tar.gz (1.1MB)\n",
      "\u001b[K    100% |████████████████████████████████| 1.1MB 396kB/s \n",
      "\u001b[?25hBuilding wheels for collected packages: nltk\n",
      "  Running setup.py bdist_wheel for nltk ... \u001b[?25l-\b \b\\\b \b|\b \b/\b \bdone\n",
      "\u001b[?25h  Stored in directory: /Users/dwdcw/Library/Caches/pip/wheels/55/0b/ce/960dcdaec7c9af5b1f81d471a90c8dae88374386efe6e54a50\n",
      "Successfully built nltk\n",
      "Installing collected packages: nltk\n",
      "Successfully installed nltk-3.2.1\n"
     ]
    }
   ],
   "source": [
    "!pip install nltk"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [<commit_msg>Update GettingStarted_NLTK.ipynb<commit_after>{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting nltk\n",
      "  Downloading nltk-3.2.1.tar.gz (1.1MB)\n",
      "\u001b[K    100% |████████████████████████████████| 1.1MB 396kB/s \n",
      "\u001b[?25hBuilding wheels for collected packages: nltk\n",
      "  Running setup.py bdist_wheel for nltk ... \u001b[?25l-\b \b\\\b \b|\b \b/\b \bdone\n",
      "\u001b[?25h  Stored in directory: /Users/dwdcw/Library/Caches/pip/wheels/55/0b/ce/960dcdaec7c9af5b1f81d471a90c8dae88374386efe6e54a50\n",
      "Successfully built nltk\n",
      "Installing collected packages: nltk\n",
      "Successfully installed nltk-3.2.1\n"
     ]
    }
   ],
   "source": [
    "!pip install nltk"
    "nltk.download()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
{'fraction_non_alphanumeric': 0.2118440057775638, 'fraction_numerical': 0.06451612903225806, 'mean_word_length': 2.5400340715502554, 'pattern_counts': {'":': 32, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 3, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '2867353', 'n_tokens_mistral': 990, 'n_tokens_neox': 874, 'n_words': 142}