ELMo_Model.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[nltk_data] Downloading package averaged_perceptron_tagger to\n",
      "[nltk_data]     C:\\Users\\thrdl\\AppData\\Roaming\\nltk_data...\n",
      "[nltk_data]   Package averaged_perceptron_tagger is already up-to-\n",
      "[nltk_data]       date!\n"
     ]
    }
   ],
   "source": [
    "#import import_ipynb\n",
    "import tensorflow_hub as hub\n",
    "import tensorflow as tf\n",
    "from sklearn.metrics.pairwise import cosine_similarity\n",
    "#from baseline_models import get_words, get_nouns, get_noun_pairs, get_used_noun_frequency\n",
    "\n",
    "### old imports from base line models\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import ast\n",
    "import random\n",
    "import re\n",
    "\n",
    "from collections import Counter, defaultdict \n",
    "\n",
    "import nltk\n",
    "from nltk.stem import PorterStemmer\n",
    "from nltk.corpus import wordnet as wn\n",
    "nltk.download('averaged_perceptron_tagger')\n",
    "\n",
    "\n",
    "from sklearn.pipeline import Pipeline\n",
    "from sklearn.linear_model import LogisticRegression\n",
    "from sklearn.model_selection import GridSearchCV\n",
    "from sklearn.model_selection import train_test_split\n",
    "from sklearn.utils import shuffle\n",
    "\n",
    "import keras\n",
    "from keras.models import Sequential\n",
    "from keras.layers import Dense, Flatten, Conv2D, MaxPooling2D, Dropout\n",
    "\n",
    "from vaderSentiment.vaderSentiment import SentimentIntensityAnalyzer\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import inflect\n",
    "p = inflect.engine()\n",
    "\n",
    "import warnings\n",
    "warnings.filterwarnings('ignore')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [],
   "source": [
    "def prepare_text_keep_posts(df):\n",
    "    texts = df.text.to_list() \n",
    "    \n",
    "    posts = []\n",
    "    for sublist in texts:\n",
    "        sentences = []\n",
    "        sentence = []\n",
    "        for word in sublist:\n",
    "            word = word.lower()\n",
    "            if \"n't\" in word:\n",
    "                word = \"not\"\n",
    "            pattern = re.compile(r'[\\\"\\'`,;]')\n",
    "            if pattern.findall(word):\n",
    "                pass\n",
    "            else:\n",
    "                pattern = re.compile(r'[\\.\\?\\!]')\n",
    "                if pattern.findall(word):\n",
    "                    if len(sentence) > 1:\n",
    "                        sentences.append(\" \".join(sentence))\n",
    "                    sentence = []\n",
    "                else:\n",
    "                    flag = True\n",
    "                    for char in word:\n",
    "                        if ord(char) > 127:\n",
    "                            flag = False\n",
    "                            break\n",
    "                    if flag:\n",
    "                        sentence.append(word)\n",
    "        if len(sentence) > 0:\n",
    "            sentences.append(\" \".join(sentence))\n",
    "        posts.append(sentences)\n",
    "\n",
    "    return posts\n",
    "\n",
    "def prepare_text(df):\n",
    "    texts = df.text.to_list() \n",
    "    \n",
    "    sentences = []\n",
    "    for sublist in texts:\n",
    "        sentence = []\n",
    "        for word in sublist:\n",
    "            word = word.lower()\n",
    "            if \"n't\" in word:\n",
    "                word = \"not\"\n",
    "            pattern = re.compile(r'[\\\"\\'`]')\n",
    "            if pattern.findall(word):\n",
    "                pass\n",
    "            else:\n",
    "                pattern = re.compile(r'[\\.\\?\\!;,]')\n",
    "                if pattern.findall(word):\n",
    "                    if len(sentence) > 1:\n",
    "                        sentences.append(\" \".join(sentence))\n",
    "                    sentence = []\n",
    "                else:\n",
    "                    flag = True\n",
    "                    for char in word:\n",
    "                        if ord(char) > 127:\n",
    "                            flag = False\n",
    "                            break\n",
    "                    if flag:\n",
    "                        sentence.append(word)\n",
    "        if len(sentence) > 0:\n",
    "            sentences.append(\" \".join(sentence))\n",
    "\n",
    "    return sentences\n",
    "\n",
    "def tensor_label_array(embed,arrays_of_sentences_1, arrays_of_sentences_2):\n",
    "    tensor_label = []\n",
    "    for embedding, sentence in zip(embed, arrays_of_sentences_1):\n",
    "        if sentence in arrays_of_sentences_2:\n",
    "            tensor_label.append([embedding,1])\n",
    "        else:\n",
    "            tensor_label.append([embedding,0])\n",
    "    #print(tensor_label[:5])\n",
    "    return tensor_label\n",
    "\n",
    "def get_words(df):\n",
    "    sentences = df.text.to_list()    \n",
    "    flat_list = []\n",
    "    for sublist in sentences:\n",
    "        for item in sublist:\n",
    "            flat_list.append(item)           \n",
    "    return flat_list\n",
    "\n",
    "def get_noun_pairs(words):\n",
    "    nouns = []\n",
    "    noun_pairs = []\n",
    "    porter = PorterStemmer()\n",
    "    for i, (word, tag) in enumerate(words):\n",
    "        if \"n't\" in word:\n",
    "                word = \"not\"\n",
    "        \n",
    "        flag = True\n",
    "        for char in word:\n",
    "            if ord(char) > 127:\n",
    "                flag = False\n",
    "                break\n",
    "        if len(word) >= 3 and tag.startswith('NN') and flag:\n",
    "            if i > 0 and tag.startswith('NN') and (words[i-1][1].startswith('NN') or words[i-1][1].startswith('JJ') or words[i-1][1].startswith('PRP')):\n",
    "                w1 = word\n",
    "                w0 = \"\"\n",
    "                for char in words[i-1][0]:\n",
    "                    if ord(char) < 128:\n",
    "                        w0 += char\n",
    "                noun_pairs.append(w0+\" \"+w1)\n",
    "\n",
    "            else:\n",
    "                nouns.append(word)\n",
    "                #nouns.append(porter.stem(word)) #convert words to their basic form\n",
    "    return nouns, noun_pairs\n",
    "\n",
    "def evaluate(tensor_label, df, label):\n",
    "    accuracy = 0\n",
    "    \n",
    "    model = \"https://tfhub.dev/google/elmo/3\"\n",
    "    hub_layer = hub.KerasLayer(model, output_key=\"default\",\n",
    "                           trainable=False)\n",
    "    m = tf.keras.metrics.CosineSimilarity(axis=0)\n",
    "    \n",
    "    ctn = 0\n",
    "    for row in df.iterrows():\n",
    "        print(f\"word: {ctn}\")\n",
    "        ctn +=1\n",
    "        \n",
    "        words_1 = get_words(val_1)\n",
    "        tags_1 = nltk.pos_tag(words_1)\n",
    "        nouns_1, pairs_1 = get_noun_pairs(tags_1)\n",
    "        total_len = 0\n",
    "        \n",
    "        if len(pairs_1) > 0:\n",
    "            mixture = np.array(pairs_1, dtype=bytes)\n",
    "            total_len = len(pairs_1)\n",
    "        else:\n",
    "            mixture = np.array(nouns_1, dtype=bytes)\n",
    "            total_len = len(nouns_1)\n",
    "        \n",
    "    \n",
    "        embed_all = hub_layer(mixture)\n",
    "        embed_all = tf.slice(embed_all, [0, 0], [total_len, 300])\n",
    "        \n",
    "        vote = 0\n",
    "        for embed in embed_all:\n",
    "            cos_max = -1\n",
    "            label_vote = 0\n",
    "            for tensors in tensor_label:\n",
    "                m = tf.keras.metrics.CosineSimilarity(axis=0)\n",
    "                m.update_state(embed, tensors[0])\n",
    "                new_cos = m.result().numpy()\n",
    "                if new_cos > cos_max:\n",
    "                    cos_max = new_cos\n",
    "                    label_vote = tensors[1]\n",
    "            if label_vote == 0:\n",
    "                vote -= 1\n",
    "            else:\n",
    "                vote += 1\n",
    "        if (label == 0 and vote < 0) or (label == 1 and vote >= 0):\n",
    "            accuracy += 1\n",
    "    return accuracy\n",
    "\n",
    "def evaluate_np(tensor_label, df, label):\n",
    "    accuracy = 0\n",
    "    posts = prepare_text_keep_posts(df)\n",
    "    \n",
    "    ctn = 0\n",
    "    for post in posts:\n",
    "        print(f\"ctn: {ctn}\")\n",
    "        ctn += 1\n",
    "        vote = 0\n",
    "        \n",
    "        embeds = get_all_embeddings(post,label)\n",
    "        \n",
    "        for embed in embeds:\n",
    "            cos_max = -1\n",
    "            label_vote = 0\n",
    "            index = 0\n",
    "            \n",
    "            for j, tensors in enumerate(tensor_label):\n",
    "                m = tf.keras.metrics.CosineSimilarity(axis=0)\n",
    "                m.update_state(embed[0], tensors[0])\n",
    "                new_cos = m.result().numpy()\n",
    "                if new_cos > cos_max:\n",
    "                    cos_max = new_cos\n",
    "                    label_vote = tensors[1]\n",
    "                    index = j\n",
    "            if label_vote == 0:\n",
    "                vote -= 1\n",
    "            else:\n",
    "                vote += 1\n",
    "            if cos_max > 0.25:\n",
    "                print(f\"{cos_max}, {embed[2]} : {tensor_label[index][2]}\")\n",
    "                print(\"----------\")\n",
    "        if (label == 0 and vote < 0) or (label == 1 and vote >= 0):\n",
    "            accuracy += 1\n",
    "    \n",
    "    return accuracy\n",
    "\n",
    "def get_embedding_of_noun_pairs(sentence, label, model, hub_layer):\n",
    "    words_to_tag = sentence.split()\n",
    "    words = nltk.pos_tag(words_to_tag)\n",
    "    noun_pair_positions = []    \n",
    "    noun_pairs = []\n",
    "    \n",
    "    for i, (word, tag) in enumerate(words):\n",
    "        if len(word) >= 3 and tag.startswith('NN'):\n",
    "            if i > 0 and tag.startswith('NN') and (words[i-1][1].startswith('NN') or words[i-1][1].startswith('JJ') or words[i-1][1].startswith('PRP')):\n",
    "                w1 = word\n",
    "                w0 = \"\"\n",
    "                for char in words[i-1][0]:\n",
    "                    if ord(char) < 128:\n",
    "                        w0 += char\n",
    "                noun_pairs.append(w0+\" \"+w1)\n",
    "                noun_pair_positions.append([i-1, i])\n",
    "                \n",
    "    \n",
    "    #print(sentence)\n",
    "    \n",
    "    mixture = np.array([sentence], dtype=bytes)\n",
    "    #print(mixture)\n",
    "    \n",
    "    embed = hub_layer(mixture)\n",
    "    \n",
    "    noun_embeddings = []\n",
    "    for i, pair in enumerate(noun_pair_positions):\n",
    "        t1 = tf.slice(embed[0][pair[0]], [0], [50])\n",
    "        t2 = tf.slice(embed[0][pair[1]], [0], [250])\n",
    "        t_res = tf.concat([t1, t2],0) \n",
    "    \n",
    "        noun_embeddings.append([t_res, label, noun_pairs[i]])\n",
    "    return noun_embeddings\n",
    "    \n",
    "    \n",
    "def get_all_embeddings(sentences, label):\n",
    "    model = \"https://tfhub.dev/google/elmo/3\"\n",
    "    hub_layer = hub.KerasLayer(model, output_key=\"elmo\",\n",
    "                           trainable=False)\n",
    "    \n",
    "    noun_embeddings = []\n",
    "    for i, sentence in enumerate(sentences[:]):\n",
    "        if i % 100 == 0:\n",
    "            print(f\"s_{i}\")\n",
    "        noun_embeddings.extend(get_embedding_of_noun_pairs(sentence, label, model, hub_layer))\n",
    "    return noun_embeddings"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "topics = { \"abortion\": [\"abortion_pro_choice.csv\", \"abortion_pro_life.csv\"],\n",
    "           \"gay_marriage\":[\"gay_marriage_for.csv\", \"gay_marriage_against.csv\"],\n",
    "           \"darwin_theory_of_evolution\" :[\"darwin_theory_of_evolution_for.csv\", \"darwin_theory_of_evolution_against.csv\"],\n",
    "          \"marijuana_legalization\" :[\"marijuana_legalization_against.csv\", \"marijuana_legalization_for.csv\"],\n",
    "         }\n",
    "\n",
    "\n",
    "for key, pair in topics.items():\n",
    "\n",
    "    df_1 = pd.read_csv(f\"./dataset_processed/{pair[0]}\", converters={2:ast.literal_eval})\n",
    "    df_2 = pd.read_csv(f\"./dataset_processed/{pair[1]}\", converters={2:ast.literal_eval})\n",
    "    \n",
    "    \n",
    "    tr_1, val_1 = train_test_split(tr_1, test_size=0.25, random_state=25)\n",
    "    tr_2, val_2 = train_test_split(tr_2, test_size=0.25, random_state=25)\n",
    "    \n",
    "    arrays_of_sentences_1 = prepare_text(tr_1)\n",
    "    arrays_of_sentences_2 = prepare_text(tr_2)\n",
    "    \n",
    "    embeddings_1  = get_all_embeddings(arrays_of_sentences_1, 0)\n",
    "    embeddings_2  = get_all_embeddings(arrays_of_sentences_2, 1)\n",
    "    \n",
    "    #_1 extended with _2 = not needed\n",
    "    embeddings_1.extend(embeddings_2)\n",
    "    print(len(embeddings_1))\n",
    "    \n",
    "    acc_1 = evaluate_np(embeddings_1, val_1, 0)\n",
    "    acc_2 = evaluate_np(embeddings_1, val_2, 1)\n",
    "    \n",
    "    print(f\"validation err: {(acc_1+acc_2)/(len(val_1.index)+len(val_2.index))}\")\n",
    "    \"\"\"\n",
    "    \n",
    "    arrays_of_sentences_1.extend(arrays_of_sentences_2)\n",
    "    random.shuffle(arrays_of_sentences_1)\n",
    "    \n",
    "    \n",
    "    #mixture = arrays_of_sentences_1\n",
    "    mixture = np.array(arrays_of_sentences_1, dtype=bytes)\n",
    "    \n",
    "    print(len(mixture))\n",
    "\n",
    "    \n",
    "    model = \"https://tfhub.dev/google/elmo/3\"\n",
    "    hub_layer = hub.KerasLayer(model, output_key=\"default\",\n",
    "                           trainable=False)\n",
    "    \n",
    "    embed_all = hub_layer(mixture[:100])\n",
    "    embed_all = tf.slice(embed_all, [0, 0], [100, 300]) \n",
    "    \n",
    "    for i in range(100, len(mixture)-200, 200):\n",
    "        print(i)\n",
    "        embed = hub_layer(mixture[i:i+200])\n",
    "        embed = tf.slice(embed, [0, 0], [200, 300]) \n",
    "        embed_all = tf.concat([embed_all, embed], 0) \n",
    "    print(\"executed\")\n",
    "    tensor_label = tensor_label_array(embed,arrays_of_sentences_1, arrays_of_sentences_2)\n",
    "    \n",
    "    acc_1 = evaluate(tensor_label, val_1, 0)\n",
    "    acc_2 = evaluate(tensor_label, val_2, 1)\n",
    "    \n",
    "    print(f\"validation err: {(acc_1+acc_2)/(len(val_1.index)+len(val_2.index))}\")\n",
    "    \"\"\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Noun distance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cos dist is murder + if abortion: 0.3986886143684387\n"
     ]
    }
   ],
   "source": [
    "i_A = 0\n",
    "i_B = 0\n",
    "m = tf.keras.metrics.CosineSimilarity(axis=0)\n",
    "for i, emb in enumerate(embeddings_1):\n",
    "    last_word = emb[2].split()\n",
    "    if last_word[1].startswith(\"murder\"):\n",
    "        i_A = i\n",
    "    if last_word[1].startswith(\"abortion\"):\n",
    "        i_B = i\n",
    "    if i_A != 0 and i_B != 0:\n",
    "        break\n",
    "\n",
    "m.update_state(embeddings_1[i_A][0], embeddings_1[i_B][0])\n",
    "print(f\"cos dist {embeddings_1[i_A][2]} + {embeddings_1[i_B][2]}: {m.result().numpy()}\")"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "cos dist to contraceptives + after pill: 0.31799063086509705\n",
    "cos dist as murderers + for criminalization: 0.3130110800266266\n",
    "cos dist the fetus + the baby: 0.6602005362510681\n",
    "cos dist the woman + the baby: 0.43154457211494446\n",
    "cos dist is murder + if abortion: 0.3986886143684387"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "0.38679373264312744, its proven : our state\n",
    "----------\n",
    "0.9544285535812378, negative affects : negative affects\n",
    "----------\n",
    "0.7821619510650635, human body : your body\n",
    "----------\n",
    "0.7791255712509155, many deaths : many deaths\n",
    "----------\n",
    "0.8223238587379456, illegal drugs : illegal drugs\n",
    "----------\n",
    "ctn: 1\n",
    "s_0\n",
    "0.9004074931144714, other drugs : other drugs\n",
    "----------\n",
    "0.77568519115448, state law : federal law\n",
    "----------\n",
    "0.8329500555992126, federal law : federal law\n",
    "----------\n",
    "0.8644914627075195, course marijuana : cases marijuana\n",
    "----------\n",
    "0.8449422121047974, illegal substance : legal substance\n",
    "----------\n",
    "ctn: 2\n",
    "s_0\n",
    "0.535327672958374, mj functions : its function\n",
    "----------\n",
    "0.6350833177566528, unique benefits : natural benefits\n",
    "----------\n",
    "ctn: 3\n",
    "s_0\n",
    "0.6517333984375, marijuana cigarettes : marijuana cannabis\n",
    "----------\n",
    "ctn: 4\n",
    "s_0\n",
    "0.7053167819976807, marijuana debates : gang fights\n",
    "----------\n",
    "ctn: 5\n",
    "s_0\n",
    "0.6920183897018433, look marijuana : cases marijuana\n",
    "----------\n",
    "0.740291953086853, crime rates : crime rate\n",
    "----------\n",
    "ctn: 6\n",
    "s_0\n",
    "0.46778634190559387, look closer : bottom line\n",
    "----------\n",
    "0.68203204870224, less mexicans : more people\n",
    "----------\n",
    "0.7451892495155334, racist decision : racial decision\n",
    "----------\n",
    "ctn: 7\n",
    "s_0\n",
    "0.6074955463409424, marijuana messes : marijuana calms\n",
    "----------\n",
    "0.6281336545944214, your head : your mind\n",
    "----------\n",
    "0.9572758674621582, brain cells : brain cells\n",
    "----------\n",
    "0.9999998807907104, i guess : i guess\n",
    "----------\n",
    "0.738574743270874, enough money : more money\n",
    "----------\n",
    "0.7774519920349121, real profit : legal profit\n",
    "----------\n",
    "0.5066440105438232, their packaging : paper production\n",
    "----------\n",
    "0.5438993573188782, packaging costs : payers dollars\n",
    "----------\n",
    "0.6060855388641357, local dealer : drug dealer\n",
    "----------\n",
    "0.6535178422927856, my advice : my argument\n",
    "----------\n",
    "0.6349487900733948, illegal state : least state\n",
    "----------\n",
    "ctn: 8\n",
    "s_0\n",
    "0.7857168316841125, your lungs : you lungs\n",
    "----------\n",
    "ctn: 9\n",
    "s_0\n",
    "0.6493141055107117, personal lives : our lives\n",
    "----------\n",
    "0.593108594417572, moral compass : clear conscience\n",
    "----------\n",
    "ctn: 10\n",
    "s_0\n",
    "0.5468069911003113, other day : single day\n",
    "----------\n",
    "0.4568854868412018, so-called thrill : gateway drug\n",
    "----------\n",
    "0.5315231680870056, thrill factor : side effects\n",
    "----------\n",
    "0.583530068397522, illegal sales : illegal activities\n",
    "----------\n",
    "ctn: 11\n",
    "s_0\n",
    "0.6508442759513855, lsd meth : most heroin\n",
    "----------\n",
    "0.5648001432418823, coke crack : cannabis sativa\n",
    "----------\n",
    "0.5277738571166992, crack pcp : cannabis sativa\n",
    "----------\n",
    "0.6402920484542847, pcp everything : other thing\n",
    "----------\n",
    "0.7168002128601074, way tobacco : smoking tobacco\n",
    "----------\n",
    "0.7562317848205566, tobacco companies : tobacco companies\n",
    "----------\n",
    "0.5815034508705139, lit-up junkies : jazz musicians\n",
    "----------\n",
    "0.7020326852798462, unemployment rate : crime rate\n",
    "----------\n",
    "0.560071587562561, rate skyrocket : marijuana increases\n",
    "----------\n",
    "0.6564591526985168, i smoke : leukemia smoke\n",
    "----------\n",
    "0.5384021401405334, smoke everyday : smoke contains\n",
    "----------\n",
    "0.7841328978538513, more money : more money\n",
    "----------\n",
    "0.9999998807907104, i guess : i guess\n",
    "----------\n",
    "0.6847617030143738, fantastic plan : good idea\n",
    "----------\n",
    "ctn: 12\n",
    "s_0\n",
    "0.6074808835983276, second part : harvest part\n",
    "----------\n",
    "0.7198454141616821, it something : certain something\n",
    "----------\n",
    "ctn: 13\n",
    "s_0\n",
    "0.8371706604957581, good argument : good argument\n",
    "----------\n",
    "0.8689966797828674, your argument : your argument\n",
    "----------\n",
    "ctn: 14\n",
    "s_0\n",
    "0.7307422757148743, other options : other alternatives\n",
    "----------\n",
    "ctn: 15\n",
    "s_0\n",
    "0.5628967881202698, 3-4 grams : 7-10 percent\n",
    "----------\n",
    "0.7302553653717041, drug dealer : drug dealer\n",
    "----------\n",
    "0.8652429580688477, drug dealer : drug dealer\n",
    "----------\n",
    "0.7243640422821045, legal people : legal people\n",
    "----------\n",
    "0.803442120552063, drug dealers : drug dealers\n",
    "----------\n",
    "0.8375340700149536, serious drug : occuring drug\n",
    "----------\n",
    "0.660642147064209, medical centers : pharmaceutical companies\n",
    "----------\n",
    "0.9044855237007141, medical purposes : medical purposes\n",
    "----------\n",
    "0.5478435158729553, my opinion : my country\n",
    "----------\n",
    "0.7329816818237305, many people : many people\n",
    "----------\n",
    "0.5250920653343201, scare factor : cocaine use\n",
    "----------\n",
    "0.4922215938568115, high obesity : heart disease\n",
    "----------\n",
    "0.7114089131355286, obesity rate : crime rate\n",
    "----------\n",
    "0.6344371438026428, their responsibilities : their activities\n",
    "----------\n",
    "0.6352037191390991, afro man : white man\n",
    "----------\n",
    "0.5404117107391357, man song : jazz musicians\n",
    "----------\n",
    "0.6286274790763855, their responsibilities : your kids\n",
    "----------\n",
    "ctn: 16\n",
    "s_0\n",
    "ctn: 17\n",
    "s_0\n",
    "0.7138463258743286, illegal pot : legalizing pot\n",
    "----------\n",
    "0.8214395046234131, your workers : their employees\n",
    "----------\n",
    "0.6906428933143616, expensive regulations : no-smoking regulations\n",
    "----------\n",
    "0.6690853238105774, individual consumers : american entrepreneurs\n",
    "----------\n",
    "0.5416997671127319, legal trouble : legal action\n",
    "----------\n",
    "0.6121534109115601, legal brothels : big businesses\n",
    "----------\n",
    "0.5922021865844727, libertarian view : societal views\n",
    "----------\n",
    "0.5943368673324585, common view : common arguments\n",
    "----------\n",
    "0.6151112914085388, guy choices : your choices\n",
    "----------\n",
    "0.6903516054153442, effect everyone : much everyone\n",
    "----------\n",
    "0.5900987386703491, usual freedoms : negative factors\n",
    "----------\n",
    "0.5449504256248474, public safety : public places\n",
    "----------\n",
    "0.6600947976112366, i doubt : i guess\n",
    "----------\n",
    "0.516948938369751, it moot : your argument\n",
    "----------\n",
    "0.8080854415893555, bad things : worse things\n",
    "----------\n",
    "0.6681759357452393, worse argument : wonderful argument\n",
    "----------\n",
    "0.7499773502349854, tired one : good one\n",
    "----------\n",
    "ctn: 0\n",
    "s_0\n",
    "0.5898485779762268, relative health : peoples health\n",
    "----------\n",
    "0.5868861675262451, health concerns : medicine rhetoric\n",
    "----------\n",
    "0.8348137736320496, various drugs : other drugs\n",
    "----------\n",
    "0.7243219017982483, many choices : own choices\n",
    "----------\n",
    "0.7512199878692627, personal health : your health\n",
    "----------\n",
    "0.48410624265670776, motocross racing : gang fights\n",
    "----------\n",
    "0.751304566860199, racing etc : sativa etc\n",
    "----------\n",
    "0.6656202673912048, own actions : personal relationships\n",
    "----------\n",
    "0.6858421564102173, underage people : many people\n",
    "----------\n",
    "0.490440309047699, whole host : broad class\n",
    "----------\n",
    "0.8182982802391052, own decisions : their decisions\n",
    "----------\n",
    "0.7953251600265503, my life : my life\n",
    "----------\n",
    "0.8345683217048645, your eyes : your eyes\n",
    "----------\n",
    "0.7314687967300415, your life : my life\n",
    "----------\n",
    "ctn: 1\n",
    "s_0\n",
    "0.8013126850128174, recorded history : recorded history\n",
    "----------\n",
    "0.4363095462322235, history get : our cops\n",
    "----------\n",
    "0.6282755732536316, ur facts : provide facts\n",
    "----------\n",
    "ctn: 2\n",
    "s_0\n",
    "0.5730674862861633, simple possession : marijuana possesion\n",
    "----------\n",
    "ctn: 3\n",
    "s_0\n",
    "0.5165632367134094, law system : our government\n",
    "----------\n",
    "0.6626503467559814, drug enforcment : drug possesion\n",
    "----------\n",
    "0.6826831102371216, drugs junkies : heroin addicts\n",
    "----------\n",
    "0.5658159852027893, kids wouldnt : illegal people\n",
    "----------\n",
    "ctn: 4\n",
    "s_0\n",
    "1.0, marijuana illegal : marijuana illegal\n",
    "----------\n",
    "0.626824676990509, constructive efforts : real problems\n",
    "----------\n",
    "0.663069486618042, responsible use : their use\n",
    "----------\n",
    "0.6267131567001343, cannabis business : hemp industry\n",
    "----------\n",
    "0.8081271648406982, united states : united states\n",
    "----------\n",
    "0.8123089075088501, our eyes : your eyes\n",
    "----------\n",
    "0.5618232488632202, couple farms : family farms\n",
    "----------\n",
    "0.6464616060256958, our people : more people\n",
    "----------\n",
    "0.5993017554283142, its grasp : its use\n",
    "----------\n",
    "0.7274773716926575, our nation : our nation\n",
    "----------\n",
    "ctn: 5\n",
    "s_0\n",
    "0.765769362449646, united states : united states\n",
    "----------\n",
    "0.7461289167404175, states constitution : our constitution\n",
    "----------\n",
    "0.46729129552841187, sale purchase : unjustifiable suppression\n",
    "----------\n",
    "0.6039712429046631, alcoholic beverages : other drugs\n",
    "----------\n",
    "0.6302115321159363, brutal war : drug war\n",
    "----------\n",
    "0.5837011933326721, vast war : drug war\n",
    "----------\n",
    "0.8517027497291565, drug war : drug war\n",
    "----------\n",
    "0.5747449994087219, own graves : their sleeves\n",
    "----------\n",
    "0.570569634437561, all-out revolution : economic crisis\n",
    "----------\n",
    "0.6137383580207825, drug rights : drug possesion\n",
    "----------\n",
    "0.6213708519935608, alcohol anyways : marijuana possesion\n",
    "----------\n",
    "0.6942280530929565, economical situation : win-win-win situation\n",
    "----------\n",
    "0.737724781036377, our hands : fewer hands\n",
    "----------\n",
    "0.8105666637420654, marijuana industry : hemp industry\n",
    "----------\n",
    "0.6492051482200623, drugs economists : drugs americans\n",
    "----------\n",
    "0.7197965383529663, related crime : real crime\n",
    "----------\n",
    "0.7492526173591614, our cops : our cops\n",
    "----------\n",
    "0.6893967390060425, violent criminals : non-violent criminals\n",
    "----------\n",
    "ctn: 6\n",
    "s_0\n",
    "0.5937978625297546, fact cigarettes : many drugs\n",
    "----------\n",
    "0.6650341153144836, your opinion : your judgement\n",
    "----------\n",
    "0.948712170124054, gateway drug : gateway drug\n",
    "----------\n",
    "0.7989034652709961, other drugs : their drugs\n",
    "----------\n",
    "0.6057469844818115, shady neighborhoods : other locales\n",
    "----------\n",
    "0.8605330586433411, other drugs : other drugs\n",
    "----------\n",
    "0.8459863662719727, black market : black market\n",
    "----------\n",
    "0.8920475840568542, other drugs : other drugs\n",
    "----------\n",
    "0.7412819862365723, their weed : their weed\n",
    "----------\n",
    "ctn: 7\n",
    "s_0\n",
    "0.7134817838668823, leagal system : nervous system\n",
    "----------\n",
    "0.683025598526001, minor drug : other drug\n",
    "----------\n",
    "0.7084181904792786, drug convictions : drug possesion\n",
    "----------\n",
    "0.44599536061286926, their housing : your job\n",
    "----------\n",
    "ctn: 8\n",
    "s_0\n",
    "0.6569161415100098, = patriots : other individuals\n",
    "----------\n",
    "ctn: 9\n",
    "s_0\n",
    "0.536881148815155, puerto rico : dern hypocrite\n",
    "----------\n",
    "0.6952438950538635, healthiest thing : only thing\n",
    "----------\n",
    "0.90308678150177, only reason : only reason\n",
    "----------\n",
    "0.5664581656455994, cotton company : cotton industry\n",
    "----------\n",
    "0.6127516031265259, federal goverment : federal government\n",
    "----------\n",
    "0.6912674903869629, federal goverment : federal government\n",
    "----------\n",
    "0.5725786685943604, cool kid : your kids\n",
    "----------\n",
    "0.6835947036743164, federal goverment : us government\n",
    "----------\n",
    "0.6194051504135132, little info : inaccurate info\n",
    "----------\n",
    "0.664415180683136, medical studies : harvard studies\n",
    "----------\n",
    "0.5722421407699585, hearth attack : downon crime\n",
    "----------\n",
    "0.83773273229599, attack etc : etc etc\n",
    "----------\n",
    "0.7459061145782471, older please : cable please\n",
    "----------\n",
    "0.5046276450157166, puerto rico : depression era\n",
    "----------\n",
    "0.49575746059417725, rico contact : marijuana addiction\n",
    "----------\n",
    "0.5372906923294067, puerto rico : mpre mpney\n",
    "----------\n",
    "ctn: 10\n",
    "s_0\n",
    "ctn: 11\n",
    "s_0\n",
    "0.543430745601654, my opinion : my life\n",
    "----------\n",
    "0.6070374846458435, human traffickers : american entrepreneurs\n",
    "----------\n",
    "0.6508034467697144, lower price : lesser cost\n",
    "----------\n",
    "0.5400459170341492, cheaper women : good people\n",
    "----------\n",
    "0.6759273409843445, higher quality : superior quality\n",
    "----------\n",
    "0.6305687427520752, quality products : tobacco products\n",
    "----------\n",
    "0.6601419448852539, simple farmers : american farmers\n",
    "----------\n",
    "0.730528712272644, towards kids : your kids\n",
    "----------\n",
    "0.80653977394104, other drug : other drugs\n",
    "----------\n",
    "ctn: 12\n",
    "s_0\n",
    "1.000000238418579, many people : many people\n",
    "----------\n",
    "0.5122324228286743, great deal : nice chunk\n",
    "----------\n",
    "0.5985481142997742, person character : person ability\n",
    "----------\n",
    "0.5791957378387451, good luck : good work\n",
    "----------\n",
    "ctn: 13\n",
    "s_0\n",
    "0.5458945631980896, fructose corn : marijuana cannabis\n",
    "----------\n",
    "0.6528993248939514, corn syrup : cough syrups\n",
    "----------\n",
    "0.7682358622550964, heart disease : heart disease\n",
    "----------\n",
    "0.5285995602607727, you someone : your boss\n",
    "----------\n",
    "0.4918203353881836, glazed dougnut : chris conrad\n",
    "----------\n",
    "0.6934053897857666, personal freedoms : personal rights\n",
    "----------\n",
    "0.7763502597808838, same way : same way\n",
    "----------\n",
    "0.6561688780784607, way alcohol : dude alcohol\n",
    "----------\n",
    "0.6427244544029236, know appetite : their appetite\n",
    "----------\n",
    "0.6423676609992981, legal medicine : inexpensive medicine\n",
    "----------\n",
    "ctn: 14\n",
    "s_0\n",
    "0.5196980237960815, its kind : same type\n",
    "----------\n",
    "0.6048837900161743, full legalization : marijuana legalization\n",
    "----------\n",
    "0.6072080731391907, hemp clothes : hair follicles\n",
    "----------\n",
    "0.6166703701019287, wood cotton : wood pulp\n",
    "----------\n",
    "0.47879758477211, plastic junk : paper mills\n",
    "----------\n",
    "ctn: 15\n",
    "s_0\n",
    "ctn: 16\n",
    "s_0\n",
    "0.6055089831352234, typical tobacco : smoking tobacco\n",
    "----------\n",
    "0.6684166193008423, tobacco smoker : pot smoker\n",
    "----------\n",
    "0.743585467338562, your lungs : your eyes\n",
    "----------\n",
    "0.5505231022834778, hash brownies : cough syrups\n",
    "----------\n",
    "0.615047812461853, non-smoked forms : additional styles\n",
    "----------\n",
    "0.558200478553772, you man : white man\n",
    "----------\n",
    "0.4704587459564209, man dependency : doug benson\n",
    "----------\n",
    "0.8413959741592407, addictive drug : useful drug\n",
    "----------\n",
    "0.7228301167488098, less tobacco : smoking tobacco\n",
    "----------\n",
    "0.653748631477356, i forget : i thing\n",
    "----------\n",
    "0.9227431416511536, first place : first place\n",
    "----------\n",
    "0.7578511834144592, weird stuff : bad stuff\n",
    "----------\n",
    "0.6956924200057983, recreational drugs : recreational drugs\n",
    "----------\n",
    "0.48661407828330994, unwanted pregnancy : serious illnesses\n",
    "----------\n",
    "0.756349503993988, therapeutic use : ligitimate use\n",
    "----------\n",
    "0.5990560054779053, recreational one : addictive ones\n",
    "----------\n",
    "0.8638949990272522, your point : your point\n",
    "----------\n",
    "ctn: 17\n",
    "s_0\n",
    "0.8508159518241882, mary jane : mary jane\n",
    "----------\n",
    "0.8243873119354248, terrible drug : useful drug\n",
    "----------\n",
    "0.5494905710220337, more fun : more accidents\n",
    "----------\n",
    "0.9139835834503174, speed limit : speed limit\n",
    "----------\n",
    "0.5804101228713989, my opinion : your argument\n",
    "----------\n",
    "0.7622259855270386, your parents : my parents\n",
    "----------\n",
    "0.637016773223877, terrible thing : next thing\n",
    "----------\n",
    "0.7160828113555908, safest alternative : healthiest alternitive\n",
    "----------\n",
    "0.9115031957626343, gateway drug : gateway drug\n",
    "----------\n",
    "0.5911376476287842, drug stuff : drug argument\n",
    "----------\n",
    "0.8254101276397705, your mind : your mind\n",
    "----------\n",
    "ctn: 18\n",
    "s_0\n",
    "0.7027974724769592, liquor stores : grocery stores\n",
    "----------\n",
    "0.9734383225440979, gateway drug : gateway drug\n",
    "----------\n",
    "0.6787160634994507, my friends : many friends\n",
    "----------\n",
    "0.743704080581665, hard drugs : harder drugs\n",
    "----------\n",
    "0.5910441875457764, violent smoking : my smoking\n",
    "----------\n",
    "0.7634232640266418, smoking marijuana : medician marijuana\n",
    "----------\n",
    "0.6886868476867676, your twinkies : your eyes\n",
    "----------\n",
    "0.6984708309173584, domestic violence : domestic violence\n",
    "----------\n",
    "0.6342985033988953, violence incidents : driving accidents\n",
    "----------\n",
    "0.7017999887466431, tax money : their money\n",
    "----------\n",
    "0.8653503060340881, other things : other things\n",
    "----------\n",
    "0.6755802035331726, things government : us government\n",
    "----------\n",
    "ctn: 19\n",
    "s_0\n",
    "0.9093355536460876, tax revenue : tax revenue\n",
    "----------\n",
    "ctn: 20\n",
    "s_0\n",
    "0.8744509220123291, marijuana use : marijuana use\n",
    "----------\n",
    "0.8492486476898193, marijuana use : cannabis use\n",
    "----------\n",
    "0.5222485065460205, personal risk : personal relationship\n",
    "----------\n",
    "0.547051191329956, personal pleasure : soul activities\n",
    "----------\n",
    "0.7777820229530334, car crash : car accident\n",
    "----------\n",
    "0.5253771543502808, roller coaster : car accident\n",
    "----------\n",
    "0.8440787196159363, coaster accident : car accident\n",
    "----------\n",
    "0.671478807926178, theme park : state park\n",
    "----------\n",
    "0.8050525188446045, own choice : my choice\n",
    "----------\n",
    "0.5540387630462646, own amusement : their money\n",
    "----------\n",
    "0.6740295886993408, cheese contains : doesnt contain\n",
    "----------\n",
    "0.5217046141624451, many obesity : other crime\n",
    "----------\n",
    "0.7464116811752319, heart attacks : heart attack\n",
    "----------\n",
    "0.7050706148147583, other reason : obvious reasons\n",
    "----------\n",
    "ctn: 21\n",
    "s_0\n",
    "0.5775441527366638, mcdonalds cheesburgers : marijuana-cannabis sativa\n",
    "----------\n",
    "ctn: 22\n",
    "s_0\n",
    "0.49584969878196716, legal mind-altering : healthiest alternitive\n",
    "----------\n",
    "0.8516474366188049, mind-altering substance : mind-altering substance\n",
    "----------\n",
    "ctn: 23\n",
    "s_0\n",
    "0.5997385382652283, loved ones : cancer patients\n",
    "----------\n",
    "0.7684243321418762, soft drug : occuring drug\n",
    "----------\n",
    "0.5407556891441345, treacherous mistakes : bad things\n",
    "----------\n",
    "0.7315578460693359, our country : our country\n",
    "----------\n",
    "0.5716632008552551, more compassionate : less violence\n",
    "----------\n",
    "ctn: 24\n",
    "s_0\n",
    "0.8800296187400818, illegal activities : illegal activities\n",
    "----------\n",
    "0.7465261220932007, same thing : same thing\n",
    "----------\n",
    "0.7576066851615906, other things : other things\n",
    "----------\n",
    "ctn: 25\n",
    "s_0\n",
    "0.7953421473503113, own home : own home\n",
    "----------\n",
    "0.7526288032531738, many problems : real problems\n",
    "----------\n",
    "0.6276403069496155, multiple schlorosis : multiple sclerosis\n",
    "----------\n",
    "0.7528674602508545, less people : more people\n",
    "----------\n",
    "0.8553029894828796, drug dealers : drug dealers\n",
    "----------\n",
    "0.9209411144256592, crime rate : crime rate\n",
    "----------\n",
    "0.5983927249908447, durable clothing : harmful drugs\n",
    "----------\n",
    "0.8434368968009949, other things : other things\n",
    "----------\n",
    "ctn: 26\n",
    "s_0\n",
    "0.8684520125389099, way marijuana : reason marijuana\n",
    "----------\n",
    "0.5549588799476624, jury nullification : police corruption\n",
    "----------\n",
    "0.846716582775116, main reason : only reason\n",
    "----------\n",
    "0.6309280395507812, person life : my life\n",
    "----------\n",
    "0.6487562656402588, life liberty : our freedom\n",
    "----------\n",
    "ctn: 27\n",
    "s_0\n",
    "0.818620502948761, less health : many health\n",
    "----------\n",
    "0.724263072013855, health risks : fewer risks\n",
    "----------\n",
    "0.8222443461418152, positive side : negative side\n",
    "----------\n",
    "0.8549567461013794, side effects : side effects\n",
    "----------\n",
    "0.3621761202812195, its proven : its qualitites\n",
    "----------\n",
    "0.7520186305046082, your eyes : your eyes\n",
    "----------\n",
    "0.8726492524147034, tobacco illegal : alcohol illegal\n",
    "----------\n",
    "0.8319745659828186, stupid things : great things\n",
    "----------\n",
    "ctn: 28\n",
    "s_0\n",
    "0.596324622631073, your evidence : historical evidence\n",
    "----------\n",
    "0.7187840938568115, your claims : nonsense claims\n",
    "----------\n",
    "0.8850651383399963, private use : private use\n",
    "----------\n",
    "0.6885176301002502, only place : only way\n",
    "----------\n",
    "0.5801703929901123, government taxing : they tax\n",
    "----------\n",
    "0.8617463707923889, black market : black market\n",
    "----------\n",
    "0.7179627418518066, easton research : scientific research\n",
    "----------\n",
    "0.6965832114219666, economic benefits : potential benefits\n",
    "----------\n",
    "0.7170194983482361, tobacco tax : marihuana tax\n",
    "----------\n",
    "0.5570933818817139, trade bureau : federal bureau\n",
    "----------\n",
    "0.7217341661453247, first thing : first thing\n",
    "----------\n",
    "0.9042038321495056, your argument : your argument\n",
    "----------\n",
    "0.8926522731781006, your argument : your argument\n",
    "----------\n",
    "0.6367301344871521, broad assertions : your argument\n",
    "----------\n",
    "0.7090983986854553, lumber companies : tobacco companies\n",
    "----------\n",
    "0.5556883811950684, great deal : taxpayers billions\n",
    "----------\n",
    "0.6638942360877991, other companies : pharmaceutical companies\n",
    "----------\n",
    "0.6099451184272766, lumber companies : pharmaceutical companies\n",
    "----------\n",
    "0.6282917857170105, viable resources : raw material\n",
    "----------\n",
    "0.44471925497055054, top want : payers dollars\n",
    "----------\n",
    "0.5436851978302002, huge risk : increased risk\n",
    "----------\n",
    "0.8208329081535339, pharmaceutical companies : pharmaceutical companies\n",
    "----------\n",
    "0.578964114189148, huge corporation : big businesses\n",
    "----------\n",
    "0.6271957159042358, single person : stoned person\n",
    "----------\n",
    "0.6036132574081421, small company : pharmaceutical companies\n",
    "----------\n",
    "0.7108999490737915, only argument : drug argument\n",
    "----------\n",
    "0.7619299292564392, different medications : opium-derived medications\n",
    "----------\n",
    "0.5075572729110718, their page : their door\n",
    "----------\n",
    "0.8717526197433472, your facts : my facts\n",
    "----------\n",
    "0.8506726026535034, your argument : your argument\n",
    "----------\n",
    "ctn: 29\n",
    "s_0\n",
    "0.7078242897987366, effect consumption : national consumption\n",
    "----------\n",
    "0.7376366257667542, more money : more money\n",
    "----------\n",
    "0.8573683500289917, drug dealers : drug dealers\n",
    "----------\n",
    "ctn: 30\n",
    "s_0\n",
    "0.7304664254188538, your car : your car\n",
    "----------\n",
    "0.6514334082603455, much water : much water\n",
    "----------\n",
    "0.8252353072166443, junk food : junk food\n",
    "----------\n",
    "0.6989907026290894, food kills : food kills\n",
    "----------\n",
    "0.8688262701034546, kills brain : kills brain\n",
    "----------\n",
    "0.8904383778572083, brain cells : brain cells\n",
    "----------\n",
    "0.6513503789901733, less demand : high demand\n",
    "----------\n",
    "0.7955215573310852, good reasons : excellent reasons\n",
    "----------\n",
    "0.8343243598937988, brain cells : brain cells\n",
    "----------\n",
    "0.8769395351409912, their choice : my choice\n",
    "----------\n",
    "0.6114896535873413, illegal anyways : illegal activities\n",
    "----------\n",
    "0.5349620580673218, nice try : good work\n",
    "----------\n",
    "ctn: 31\n",
    "s_0\n",
    "0.6615197062492371, their life : my life\n",
    "----------\n",
    "0.6423717141151428, less competition : hemp competition\n",
    "----------\n",
    "ctn: 32\n",
    "s_0\n",
    "0.6909387111663818, psychoactive ingredients : active ingredient\n",
    "----------\n",
    "0.6716493964195251, fatty tissues : brain cells\n",
    "----------\n",
    "0.6333989500999451, drug tests : drug tests\n",
    "----------\n",
    "0.789262056350708, your argument : your argument\n",
    "----------\n",
    "0.7881041765213013, numerous studies : other studies\n",
    "----------\n",
    "0.5719212293624878, marijuana drive : marijuana affects\n",
    "----------\n",
    "0.46543246507644653, drive safer : alot stricter\n",
    "----------\n",
    "0.8210982084274292, effect motor : psycho motor\n",
    "----------\n",
    "0.9013172388076782, motor skills : motor skills\n",
    "----------\n",
    "0.6886929869651794, reaction time : reaction times\n",
    "----------\n",
    "0.5719184279441833, lower driving : drunk driving\n",
    "----------\n",
    "0.5987038612365723, driving speed : motor skills\n",
    "----------\n",
    "0.569157063961029, safer driving : drunk driving\n",
    "----------\n",
    "0.6435387134552002, driving style : additional styles\n",
    "----------\n",
    "0.6011316180229187, scientific reports : fbi reports\n",
    "----------\n",
    "ctn: 33\n",
    "s_0\n",
    "ctn: 34\n",
    "s_0\n",
    "0.8457460999488831, other drugs : other drugs\n",
    "----------\n",
    "0.6626684069633484, absurd amount : incredible amounts\n",
    "----------\n",
    "0.6865231394767761, much crime : other crime\n",
    "----------\n",
    "0.8047406673431396, most people : most people\n",
    "----------\n",
    "0.6398170590400696, little hyper : little healthier\n",
    "----------\n",
    "0.7729012370109558, other countries : other countries\n",
    "----------\n",
    "0.6789783835411072, their countries : european countries\n",
    "----------\n",
    "0.7414075136184692, countries government : us government\n",
    "----------\n",
    "0.5644869804382324, government taxes : payers dollars\n",
    "----------\n",
    "0.738768458366394, more money : more money\n",
    "----------\n",
    "0.5856320261955261, tax part : harvest part\n",
    "----------\n",
    "0.7037186026573181, regular people : other individuals\n",
    "----------\n",
    "ctn: 35\n",
    "s_0\n",
    "0.7781873345375061, people hands : criminal hands\n",
    "----------\n",
    "ctn: 36\n",
    "s_0\n",
    "0.9592629671096802, gateway drug : gateway drug\n",
    "----------\n",
    "0.5866946578025818, its illegallity : your morals\n",
    "----------\n",
    "0.7990078330039978, same manner : same way\n",
    "----------\n",
    "0.7575837969779968, illegal drugs : illegal drugs\n",
    "----------\n",
    "0.8040809631347656, drug dealer : drug dealer\n",
    "----------\n",
    "0.6016693115234375, true nature : addictive nature\n",
    "----------\n",
    "0.5894086360931396, economic benefit : biological benefits\n",
    "----------\n",
    "0.6709755659103394, our side : supply side\n",
    "----------\n",
    "0.8108544945716858, gateway effect : gateway effect\n",
    "----------\n",
    "0.683989942073822, medicinal properties : medicinal properties\n",
    "----------\n",
    "0.8697764873504639, good reason : good reason\n",
    "----------\n",
    "0.5591396689414978, bad publicity : bad stuff\n",
    "----------\n",
    "0.6177719235420227, its ineffectiveness : their existence\n",
    "----------\n",
    "ctn: 37\n",
    "s_0\n",
    "0.826214075088501, their use : their use\n",
    "----------\n",
    "0.7095466256141663, instance alcohol : dude alcohol\n",
    "----------\n",
    "0.6619371771812439, tax money : tax revenue\n",
    "----------\n",
    "0.7749572992324829, drug addiction : drug addiction\n",
    "----------\n",
    "0.6709474325180054, addiction health : many health\n",
    "----------\n",
    "0.6336671710014343, health care : marijuana possesion\n",
    "----------\n",
    "0.7775354385375977, care etc : sativa etc\n",
    "----------\n",
    "0.6151584982872009, unsafe ingredients : harmful chemicals\n",
    "----------\n",
    "0.5858505368232727, robbery assult : marijuana possesion\n",
    "----------\n",
    "0.5852472186088562, assult rape : police corruption\n",
    "----------\n",
    "0.787712574005127, rape etc : sativa etc\n",
    "----------\n",
    "0.8779217004776001, medicinal use : medicinal use\n",
    "----------\n",
    "0.599886417388916, taboo factor : negative factors\n",
    "----------\n",
    "0.7588782906532288, foreign drug : illegal drug\n",
    "----------\n",
    "0.732728123664856, drug lords : drug lords\n",
    "----------\n",
    "ctn: 38\n",
    "s_0\n",
    "0.5526232123374939, much sense : much water\n",
    "----------\n",
    "0.6671223640441895, higher death : their death\n",
    "----------\n",
    "0.6647018790245056, death rate : crime rate\n",
    "----------\n",
    "0.5218786597251892, official reocrd : dern hypocrite\n",
    "----------\n",
    "0.5745967626571655, wrong plz : doug benson"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "ctn: 0\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "0.5150195360183716, more killer : official reocrd\n",
    "----------\n",
    "0.6860791444778442, chain smokers : pot smokers\n",
    "----------\n",
    "ctn: 1\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "0.8746243119239807, new studies : numerous studies\n",
    "----------\n",
    "0.8347529768943787, your body : your body\n",
    "----------\n",
    "0.5184597969055176, huge empire : indigenous plant\n",
    "----------\n",
    "0.6882484555244446, empire opium : us opium\n",
    "----------\n",
    "0.7523657083511353, opium use : cocaine use\n",
    "----------\n",
    "0.5086151361465454, their navy : your pipe\n",
    "----------\n",
    "0.611733615398407, few decades : few years\n",
    "----------\n",
    "0.643183708190918, drug-induced failure : heart failure\n",
    "----------\n",
    "0.9284990429878235, united states : united states\n",
    "----------\n",
    "ctn: 2\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "s_10\n",
    "s_11\n",
    "s_12\n",
    "s_13\n",
    "s_14\n",
    "s_15\n",
    "0.6934114694595337, priviliged position : my position\n",
    "----------\n",
    "0.6598301529884338, prescription medication : cure-all medication\n",
    "----------\n",
    "0.7228661179542542, medication alcohol : dude alcohol\n",
    "----------\n",
    "0.7934678792953491, alcohol marijuana : smoking marijuana\n",
    "----------\n",
    "0.6714016199111938, other intoxicant : other drugs\n",
    "----------\n",
    "0.7777838706970215, never-humble opinion : my opinion\n",
    "----------\n",
    "0.6308514475822449, unreasonable limit : age limit\n",
    "----------\n",
    "0.7708927392959595, our freedoms : personal freedoms\n",
    "----------\n",
    "0.5833607316017151, our privacy : our freedom\n",
    "----------\n",
    "0.5839219689369202, government business : my business\n",
    "----------\n",
    "0.7985675930976868, own home : own home\n",
    "----------\n",
    "0.5611558556556702, unreasonable limitation : stupid prohibition\n",
    "----------\n",
    "0.6694352030754089, my rights : personal rights\n",
    "----------\n",
    "0.7595013380050659, my opinion : my opinion\n",
    "----------\n",
    "0.6771091818809509, its authority : much authority\n",
    "----------\n",
    "0.785008430480957, certain drugs : other drugs\n",
    "----------\n",
    "ctn: 3\n",
    "s_0\n",
    "s_1\n",
    "0.896287202835083, your facts : my facts\n",
    "----------\n",
    "0.6096116900444031, constitutional amendment : local laws\n",
    "----------\n",
    "0.7685898542404175, alcohol prohibition : marijuana prohibition\n",
    "----------\n",
    "0.6610544919967651, same amount : absurd amount\n",
    "----------\n",
    "0.81419438123703, marijuana prohibition : marijuana prohibition\n",
    "----------\n",
    "0.5735424757003784, constitutional amedment : tax deficet\n",
    "----------\n",
    "ctn: 4\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "0.8619616031646729, bad thing : bad thing\n",
    "----------\n",
    "0.6511973142623901, make taxes : government taxes\n",
    "----------\n",
    "0.6516315340995789, such demand : high demand\n",
    "----------\n",
    "0.545624315738678, college scholarship : time job\n",
    "----------\n",
    "ctn: 5\n",
    "s_0\n",
    "s_1\n",
    "0.7038650512695312, it way : attitude way\n",
    "----------\n",
    "ctn: 6\n",
    "s_0\n",
    "s_1\n",
    "ctn: 7\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "0.8048267364501953, illegal drug : illegal drug\n",
    "----------\n",
    "0.7957106828689575, more thing : more things\n",
    "----------\n",
    "0.7930164933204651, true benefits : potential benefits\n",
    "----------\n",
    "0.617827296257019, different matters : different debate\n",
    "----------\n",
    "ctn: 8\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "0.6693421602249146, potent dose : typical dose\n",
    "----------\n",
    "0.8102956414222717, our culture : our culture\n",
    "----------\n",
    "0.8849167823791504, marijuana use : marijuana use\n",
    "----------\n",
    "0.6538131833076477, future attempts : government attempts\n",
    "----------\n",
    "0.759721577167511, possible damage : serious damage\n",
    "----------\n",
    "0.6105049848556519, more resistance : less violence\n",
    "----------\n",
    "0.7403175234794617, illegal use : responsible use\n",
    "----------\n",
    "0.7326919436454773, left illegal : crop illegal\n",
    "----------\n",
    "0.5012109279632568, cigarettes echoed : marijuana increases\n",
    "----------\n",
    "0.6278255581855774, future years : time periods\n",
    "----------\n",
    "0.7810110449790955, newer drug : addictive drug\n",
    "----------\n",
    "ctn: 9\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "0.710969865322113, same reason : same way\n",
    "----------\n",
    "0.583898663520813, red lights : drunk drivers\n",
    "----------\n",
    "0.7651592493057251, rules laws : local laws\n",
    "----------\n",
    "0.7692685127258301, age restrictions : age restriction\n",
    "----------\n",
    "0.7957134246826172, other substances : mind-altering substances\n",
    "----------\n",
    "0.5315625667572021, your bodily : your immune\n",
    "----------\n",
    "0.706278383731842, bodily effects : permanent effects\n",
    "----------\n",
    "0.6759610772132874, fine-able action : prohibitionary action\n",
    "----------\n",
    "0.517318069934845, alaska california : south america\n",
    "----------\n",
    "0.5276913642883301, california colorado : ed rosenthal\n",
    "----------\n",
    "0.5557034611701965, colorado maine : randolph hearst\n",
    "----------\n",
    "0.5833441615104675, maine massachusetts : north carolina\n",
    "----------\n",
    "0.5244178771972656, massachusetts minnesota : north carolina\n",
    "----------\n",
    "0.5823797583580017, minnesota mississippi : ed rosenthal\n",
    "----------\n",
    "0.5287363529205322, new york : puerto rico\n",
    "----------\n",
    "0.5658010840415955, carolina ohio : puerto rico\n",
    "----------\n",
    "0.7994298934936523, prison time : jail time\n",
    "----------\n",
    "0.8217827081680298, criminal record : criminal record\n",
    "----------\n",
    "0.6984965801239014, first-time possession : drug possesion\n",
    "----------\n",
    "0.826717734336853, small amount : small amounts\n",
    "----------\n",
    "0.6976565718650818, personal consumption : effect consumption\n",
    "----------\n",
    "0.5405079126358032, minor traffic : real traffic\n",
    "----------\n",
    "0.6669904589653015, traffic violation : car accident\n",
    "----------\n",
    "0.4744679927825928, best interest : troubling problems\n",
    "----------\n",
    "0.8718258142471313, united states : united states\n",
    "----------\n",
    "0.8036772608757019, recreational drugs : recreational drugs\n",
    "----------\n",
    "ctn: 10\n",
    "s_0\n",
    "0.851417064666748, = tyrants : = patriots\n",
    "----------\n",
    "ctn: 11\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "0.7711157202720642, drug war : drug war\n",
    "----------\n",
    "0.5898129940032959, war episode : war periods\n",
    "----------\n",
    "0.6698436141014099, lumber company : lumber industry\n",
    "----------\n",
    "0.8917834758758545, pharmacutical companies : pharmaceutical companies\n",
    "----------\n",
    "0.639220118522644, wikipedia evidence : historical evidence\n",
    "----------\n",
    "ctn: 12\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "s_10\n",
    "s_11\n",
    "s_12\n",
    "s_13\n",
    "s_14\n",
    "s_15\n",
    "s_16\n",
    "s_17\n",
    "s_18\n",
    "s_19\n",
    "s_20\n",
    "s_21\n",
    "s_22\n",
    "s_23\n",
    "s_24\n",
    "s_25\n",
    "s_26\n",
    "s_27\n",
    "0.7357307076454163, psychoactive chemical : harmful chemicals\n",
    "----------\n",
    "0.8077411651611328, psychomotor skills : motor skills\n",
    "----------\n",
    "0.5867400765419006, attention span : life span\n",
    "----------\n",
    "0.54847651720047, steering wheel : motor vehicle\n",
    "----------\n",
    "0.6836922764778137, marijuana user : marijuana users\n",
    "----------\n",
    "0.665844738483429, frequent marijuana : drug marijuana\n",
    "----------\n",
    "0.6347532868385315, marijuana user : non-marijuana users\n",
    "----------\n",
    "0.5695745944976807, attention span : serotonin levels\n",
    "----------\n",
    "0.6731770038604736, consistent amount : limited amount\n",
    "----------\n",
    "0.7244638800621033, high amounts : small amounts\n",
    "----------\n",
    "0.6933517456054688, low amounts : small amounts\n",
    "----------\n",
    "0.6555935740470886, i notice : i bet\n",
    "----------\n",
    "0.831142008304596, harmful substance : dangerous substance\n",
    "----------\n",
    "0.8201424479484558, gun laws : drug laws\n",
    "----------\n",
    "0.7632594704627991, brilliant idea : good idea\n",
    "----------\n",
    "0.8168189525604248, dangerous substance : legal substance\n",
    "----------\n",
    "0.6847802996635437, officials funding : appropriate funding\n",
    "----------\n",
    "0.766904354095459, teh law : proper law\n",
    "----------\n",
    "0.6675872802734375, judicial decisions : stupid decision\n",
    "----------\n",
    "0.7058186531066895, negative publicity : bad publicity\n",
    "----------\n",
    "0.8426044583320618, marijuana use : marijuana use\n",
    "----------\n",
    "0.4769580066204071, free reign : free country\n",
    "----------\n",
    "0.8325005173683167, dangerou substance : dangerous substance\n",
    "----------\n",
    "0.7475148439407349, powerful drug : other drug\n",
    "----------\n",
    "0.8042863607406616, its use : their use\n",
    "----------\n",
    "0.803207516670227, black market : black market\n",
    "----------\n",
    "0.6138318777084351, market dealings : criminal activities\n",
    "----------\n",
    "ctn: 13\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "0.47048914432525635, small degree : small change\n",
    "----------\n",
    "ctn: 14\n",
    "s_0\n",
    "0.5937323570251465, mariajiana shouldnt : friend didnt\n",
    "----------\n",
    "ctn: 15\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "s_10\n",
    "0.789262592792511, multiple reasons : more reasons\n",
    "----------\n",
    "0.8508563041687012, idiotic idea : good idea\n",
    "----------\n",
    "0.9410671591758728, multiple studies : numerous studies\n",
    "----------\n",
    "0.9417011737823486, your health : your health\n",
    "----------\n",
    "0.7309809327125549, psychological conflicts : psychological disorders\n",
    "----------\n",
    "0.7082826495170593, causes problems : hiv-related problems\n",
    "----------\n",
    "0.6297394633293152, his problems : memory problems\n",
    "----------\n",
    "0.6471555829048157, his family : my family\n",
    "----------\n",
    "0.6079718470573425, family members : drug dealers\n",
    "----------\n",
    "0.7475990653038025, psychological effects : side effects\n",
    "----------\n",
    "0.8060568571090698, your brain : your brain\n",
    "----------\n",
    "0.7349728941917419, many mothers : many kids\n",
    "----------\n",
    "0.5988066792488098, their children : your kids\n",
    "----------\n",
    "0.910224974155426, your ability : your ability\n",
    "----------\n",
    "0.7647246718406677, please marijuana : yes marijuana\n",
    "----------\n",
    "0.7765341997146606, dangerous substances : dangerous substances\n",
    "----------\n",
    "0.5328646302223206, na get : na talk\n",
    "----------\n",
    "1.0, i dont : i dont\n",
    "----------\n",
    "ctn: 16\n",
    "s_0\n",
    "ctn: 17\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "0.8656667470932007, human body : human body\n",
    "----------\n",
    "0.7933551669120789, good time : good time\n",
    "----------\n",
    "0.7695575952529907, long term : long term\n",
    "----------\n",
    "0.6979617476463318, term use : their use\n",
    "----------\n",
    "0.8255716562271118, foreign substance : dangerous substance\n",
    "----------\n",
    "0.8368326425552368, detrimental effects : permanent effects\n",
    "----------\n",
    "ctn: 18\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "0.832169234752655, marijuana use : cannabis use\n",
    "----------\n",
    "0.6453080177307129, it kind : its kind\n",
    "----------\n",
    "ctn: 19\n",
    "s_0\n",
    "s_1\n",
    "ctn: 20\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "0.6860871911048889, competitive market : black market\n",
    "----------\n",
    "0.9248380661010742, your job : your job\n",
    "----------\n",
    "0.9391114711761475, personal relationship : personal relationship\n",
    "----------\n",
    "0.7353752255439758, appropriate effect : term effect\n",
    "----------\n",
    "0.7712402939796448, negative effect : negative affect\n",
    "----------\n",
    "1.0, your boss : your boss\n",
    "----------\n",
    "0.9999998807907104, his employees : his employees\n",
    "----------\n",
    "1.000000238418579, illegal drug : illegal drug\n",
    "----------\n",
    "0.940105676651001, your job : your job\n",
    "----------\n",
    "0.9528310894966125, economic crisis : economic crisis\n",
    "----------\n",
    "0.95964115858078, new job : new job\n",
    "----------\n",
    "1.0000001192092896, more chances : more chances\n",
    "----------\n",
    "1.0, criminal records : criminal records\n",
    "----------\n",
    "ctn: 21\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "1.0000001192092896, other thing : other thing\n",
    "----------\n",
    "1.0000001192092896, stricter criteria : stricter criteria\n",
    "----------\n",
    "1.0, stronger argument : stronger argument\n",
    "----------\n",
    "1.0000001192092896, more reasons : more reasons\n",
    "----------\n",
    "0.9999998807907104, better reasons : better reasons\n",
    "----------\n",
    "ctn: 22\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "0.7487534880638123, proven fact : important fact\n",
    "----------\n",
    "0.7323575615882874, lifelong effect : term effect\n",
    "----------\n",
    "0.8796519637107849, your brain : your brain\n",
    "----------\n",
    "0.8542178273200989, brain cells : brain cells\n",
    "----------\n",
    "0.796112060546875, deadly substance : dangerous substance\n",
    "----------\n",
    "0.5345616936683655, vehicular homicide : car accident\n",
    "----------\n",
    "0.5926144123077393, your resume : your system\n",
    "----------\n",
    "ctn: 23\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "s_10\n",
    "s_11\n",
    "s_12\n",
    "s_13\n",
    "s_14\n",
    "s_15\n",
    "s_16\n",
    "s_17\n",
    "s_18\n",
    "0.9188201427459717, other drugs : other drugs\n",
    "----------\n",
    "0.6361271739006042, dead addicts : marijuana users\n",
    "----------\n",
    "0.8054853677749634, addiction causes : hand causes\n",
    "----------\n",
    "0.745570182800293, many problems : hiv-related problems\n",
    "----------\n",
    "0.6433790922164917, unhappiness crime : real crime\n",
    "----------\n",
    "0.5580751299858093, crime divorce : marijuana addiction\n",
    "----------\n",
    "0.6304754018783569, major illness : marijuana addiction\n",
    "----------\n",
    "0.6496919989585876, your doctor : your doctor\n",
    "----------\n",
    "0.4554286301136017, other harder : drive safer\n",
    "----------\n",
    "0.8146403431892395, harder drugs : harder drugs\n",
    "----------\n",
    "0.8206169009208679, harder drugs : other drugs\n",
    "----------\n",
    "0.7152526378631592, more crimes : violent crimes\n",
    "----------\n",
    "0.3931752145290375, big exact : big shot\n",
    "----------\n",
    "0.6603779196739197, exact problems : troubling problems\n",
    "----------\n",
    "0.6431636810302734, similar cases : strong cases\n",
    "----------\n",
    "0.772786021232605, tobacco legalization : marijuana legalization\n",
    "----------\n",
    "0.8150549530982971, many murders : many deaths\n",
    "----------\n",
    "0.5936306118965149, murders robberies : related crime\n",
    "----------\n",
    "0.7557177543640137, other crimes : violent crimes\n",
    "----------\n",
    "0.718940258026123, drunk people : regular people\n",
    "----------\n",
    "0.8046809434890747, innocent people : innocent citizens\n",
    "----------\n",
    "0.5406608581542969, people dies : kills people\n",
    "----------\n",
    "0.8642925024032593, car accidents : car accidents\n",
    "----------\n",
    "0.754047155380249, drunk people : drunk drivers\n",
    "----------\n",
    "1.000000238418579, many people : many people\n",
    "----------\n",
    "0.7707462906837463, under-aged people : many people\n",
    "----------\n",
    "ctn: 24\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "0.5188345313072205, mental health : various health\n",
    "----------\n",
    "0.654775083065033, health unit : detox center\n",
    "----------\n",
    "0.7482357621192932, young people : many people\n",
    "----------\n",
    "0.5696263909339905, brain develops : brain cells\n",
    "----------\n",
    "0.7715457677841187, my brother : my friend\n",
    "----------\n",
    "0.6771204471588135, brother smoke : marijuana smoke\n",
    "----------\n",
    "0.6347315907478333, smoke canabis : smoking marijuana\n",
    "----------\n",
    "ctn: 25\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "s_10\n",
    "s_11\n",
    "s_12\n",
    "s_13\n",
    "s_14\n",
    "s_15\n",
    "0.8000341057777405, medical benefits : medical benefits\n",
    "----------\n",
    "0.779589056968689, medical reasons : medical purposes\n",
    "----------\n",
    "0.8336611390113831, legitimate reasons : many reasons\n",
    "----------\n",
    "0.5545665621757507, i drink : drank milk\n",
    "----------\n",
    "0.7712072134017944, most patients : most people\n",
    "----------\n",
    "ctn: 26\n",
    "s_0\n",
    "0.44772061705589294, first hand : people hands\n",
    "----------\n",
    "0.5792502760887146, hand look : policy look\n",
    "----------\n",
    "0.5288289785385132, pot lowers : marijuana alters\n",
    "----------\n",
    "0.7119991183280945, your intelligence : affects intelligence\n",
    "----------\n",
    "ctn: 27\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "0.4341777563095093, my share : main source\n",
    "----------\n",
    "0.9349410533905029, gateway drug : gateway drug\n",
    "----------\n",
    "0.8234879970550537, other things : other things\n",
    "----------\n",
    "0.5749973654747009, bad anymore : different today\n",
    "----------\n",
    "ctn: 28\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "0.6957252621650696, smoking pot : smoking marijuana\n",
    "----------\n",
    "0.7500067353248596, wrong thing : terrible thing\n",
    "----------\n",
    "0.6148608922958374, many others : few people\n",
    "----------\n",
    "0.6439400315284729, its people : kills people\n",
    "----------\n",
    "0.7361685037612915, dangerous things : stupid things\n",
    "----------\n",
    "0.5916695594787598, their children : more people\n",
    "----------\n",
    "0.8319018483161926, own choice : own choice\n",
    "----------\n",
    "0.7973639369010925, only one : only ones\n",
    "----------\n",
    "0.8509178757667542, your choice : my choice\n",
    "----------\n",
    "0.8484019637107849, many people : many people\n",
    "----------\n",
    "ctn: 29\n",
    "s_0\n",
    "s_1\n",
    "ctn: 30\n",
    "s_0\n",
    "0.8367610573768616, their actions : own actions\n",
    "----------\n",
    "0.8855213522911072, stupid things : stupid things\n",
    "----------\n",
    "0.7627933621406555, certain amount : certain amount\n",
    "----------\n",
    "0.6040103435516357, much safer : alot stricter\n",
    "----------\n",
    "ctn: 31\n",
    "s_0\n",
    "s_1\n",
    "0.5702887177467346, scenario farmer : simple farmers\n",
    "----------\n",
    "0.6236182451248169, third world : free world\n",
    "----------\n",
    "0.7395015954971313, world country : our country\n",
    "----------\n",
    "0.7894830703735352, medical reasons : medical purposes\n",
    "----------\n",
    "0.6749261617660522, poor countries : other countries\n",
    "----------\n",
    "0.6852574348449707, countries corruption : police corruption\n",
    "----------\n",
    "0.8090864419937134, drug trade : drug trade\n",
    "----------\n",
    "0.5603727102279663, third world : free world\n",
    "----------\n",
    "0.703154981136322, world countries : european countries\n",
    "----------\n",
    "0.733286440372467, drug addicts : drug dealers\n",
    "----------\n",
    "0.7123515605926514, corrupt officials : corrupt officials\n",
    "----------\n",
    "ctn: 0\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "0.7792975902557373, same thing : same thing\n",
    "----------\n",
    "0.8757576942443848, other drugs : other drugs\n",
    "----------\n",
    "ctn: 1\n",
    "s_0\n",
    "0.7904244661331177, black market : black market\n",
    "----------\n",
    "0.7553619742393494, jail system : prison system\n",
    "----------\n",
    "0.7137929201126099, cops time : jail time\n",
    "----------\n",
    "0.8172099590301514, pot heads : pot heads\n",
    "----------\n",
    "0.7857405543327332, real crimes : real crime\n",
    "----------\n",
    "ctn: 2\n",
    "s_0\n",
    "0.7367434501647949, my problem : own problem\n",
    "----------\n",
    "ctn: 3\n",
    "s_0\n",
    "s_1\n",
    "0.7284082770347595, many jobs : steady jobs\n",
    "----------\n",
    "ctn: 4\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "0.9999999403953552, most people : most people\n",
    "----------\n",
    "0.7663630247116089, good time : good time\n",
    "----------\n",
    "0.7037811875343323, good time : good time\n",
    "----------\n",
    "ctn: 5\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "s_10\n",
    "s_11\n",
    "s_12\n",
    "s_13\n",
    "s_14\n",
    "0.900872528553009, brain cells : brain cells\n",
    "----------\n",
    "0.9096132516860962, psychological disorders : psychological disorders\n",
    "----------\n",
    "0.5301623940467834, lower immunity : less damage\n",
    "----------\n",
    "0.8486162424087524, our country : our country\n",
    "----------\n",
    "0.6592308878898621, country politics : our culture\n",
    "----------\n",
    "0.8153775930404663, hard drugs : harder drugs\n",
    "----------\n",
    "0.5479547381401062, cocaine lsd : cannabis sativa\n",
    "----------\n",
    "0.7762247323989868, lsd heroin : most heroin\n",
    "----------\n",
    "0.6392757296562195, many others : many others\n",
    "----------\n",
    "0.9168939590454102, our government : our government\n",
    "----------\n",
    "0.6593949198722839, right thing : bad thing\n",
    "----------\n",
    "0.7947677969932556, lethal drugs : illegal drugs\n",
    "----------\n",
    "0.6605806946754456, such cocaine : illegal drugs\n",
    "----------\n",
    "0.5467755794525146, stigma towards : tendency towards\n",
    "----------\n",
    "0.8056350946426392, towards marijuana : cases marijuana\n",
    "----------\n",
    "0.7338458299636841, medical uses : medical uses\n",
    "----------\n",
    "0.693146288394928, use marijuana : laced/fake marijuana\n",
    "----------\n",
    "1.0, marijuana users : marijuana users\n",
    "----------\n",
    "0.526681125164032, customer service : production development\n",
    "----------\n",
    "0.6748105883598328, service employees : radiation patients\n",
    "----------\n",
    "0.6897920370101929, business executives : drug dealers\n",
    "----------\n",
    "0.6631661653518677, hard facts : your facts\n",
    "----------\n",
    "0.7673183083534241, general public : general public\n",
    "----------\n",
    "0.8295050859451294, confident marijuana : cases marijuana\n",
    "----------\n",
    "0.5921505689620972, due time : good time\n",
    "----------\n",
    "0.8016386032104492, personal life : personal life\n",
    "----------\n",
    "0.7620536684989929, life choice : own choice\n",
    "----------\n",
    "ctn: 6\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "0.7285956144332886, hard topic : difficult question\n",
    "----------\n",
    "0.8792622685432434, my body : your body\n",
    "----------\n",
    "0.6882027983665466, their families : your kids\n",
    "----------\n",
    "ctn: 7\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "0.7147455811500549, agressive pot : stupid pot\n",
    "----------\n",
    "0.7061150670051575, pot heads : pot heads\n",
    "----------\n",
    "0.8215528726577759, other drugs : other drugs\n",
    "----------\n",
    "0.6713507771492004, amazing state : illegal state\n",
    "----------\n",
    "ctn: 8\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "0.9032207727432251, marijuana use : marijuana use\n",
    "----------\n",
    "0.7170395851135254, lung damage : term damage\n",
    "----------\n",
    "0.7920835614204407, legalized drugs : illegal drugs\n",
    "----------\n",
    "0.6453080177307129, it kind : its kind\n",
    "----------\n",
    "0.445767343044281, government places : public places\n",
    "----------\n",
    "0.7599775791168213, places something : defile something\n",
    "----------\n",
    "0.8035402894020081, tobacco tax : tobacco tax\n",
    "----------\n",
    "0.6153931021690369, alcoholic beverage : alcoholic beverages\n",
    "----------\n",
    "0.7553758025169373, beverage companies : lumber companies\n",
    "----------\n",
    "0.7937282919883728, tobacco companies : marijuana companies\n",
    "----------\n",
    "ctn: 9\n",
    "s_0\n",
    "s_1\n",
    "0.6007775664329529, medical useage : medical uses\n",
    "----------\n",
    "0.7785794734954834, our govenment : us government\n",
    "----------\n",
    "0.6846809387207031, drug dealers : drug dealers\n",
    "----------\n",
    "ctn: 10\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "0.6372069120407104, great example : my examples\n",
    "----------\n",
    "0.7687880992889404, illegal people : legal people\n",
    "----------\n",
    "0.54522305727005, police force : payers dollars\n",
    "----------\n",
    "0.6210911870002747, weed houses : terror organizations\n",
    "----------\n",
    "0.6121476292610168, pressing cases : unsavory activities\n",
    "----------\n",
    "0.4743037521839142, last donut : corner liquor\n",
    "----------\n",
    "ctn: 11\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "0.9283311367034912, my point : your point\n",
    "----------\n",
    "0.891400158405304, my argument : my argument\n",
    "----------\n",
    "0.7667151093482971, personal choice : my choice\n",
    "----------\n",
    "0.8262735605239868, your choice : own choice\n",
    "----------\n",
    "0.6791603565216064, alcohol smoking : violent smoking\n",
    "----------\n",
    "0.5007837414741516, more detrimental : tangible harm\n",
    "----------\n",
    "0.8389480710029602, their health : your health\n",
    "----------\n",
    "0.5561028718948364, arbitrary allocation : current perception\n",
    "----------\n",
    "0.6693222522735596, health implications : side effects\n",
    "----------\n",
    "ctn: 12\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "0.7929480075836182, your choices : your choices\n",
    "----------\n",
    "0.7813182473182678, its affects : negative affects\n",
    "----------\n",
    "0.8252735137939453, reasonable mind : your mind\n",
    "----------\n",
    "0.6264304518699646, full control : less control\n",
    "----------\n",
    "0.8379665613174438, your actions : own actions\n",
    "----------\n",
    "0.6737712621688843, equal ability : your ability\n",
    "----------\n",
    "ctn: 13\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "s_10\n",
    "s_11\n",
    "s_12\n",
    "s_13\n",
    "s_14\n",
    "s_15\n",
    "s_16\n",
    "s_17\n",
    "s_18\n",
    "s_19\n",
    "s_20\n",
    "s_21\n",
    "s_22\n",
    "0.8922786116600037, compelling evidence : conclusive evidence\n",
    "----------\n",
    "0.6040890216827393, marijuana contributes : marijuana affects\n",
    "----------\n",
    "0.7388925552368164, traffic accidents : fatal accidents\n",
    "----------\n",
    "0.7659775614738464, affects perception : current perception\n",
    "----------\n",
    "0.5661576986312866, psychomotor performances- : serotonin levels\n",
    "----------\n",
    "0.7028593420982361, performances- changes : emotional changes\n",
    "----------\n",
    "0.6742088198661804, moderate doses : typical dose\n",
    "----------\n",
    "0.8159793019294739, legal medications : opium-derived medications\n",
    "----------\n",
    "0.654238760471344, injured drivers : drunk drivers\n",
    "----------\n",
    "0.5872640609741211, blood alcohol : blood stream\n",
    "----------\n",
    "0.728248119354248, bad driving : drunk driving\n",
    "----------\n",
    "0.6985633373260498, overall rate : crime rate\n",
    "----------\n",
    "0.8276619911193848, highway accidents : car accidents\n",
    "----------\n",
    "0.8088819980621338, widespread use : its use\n",
    "----------\n",
    "0.6128801107406616, substance abuse : marijuana addiction\n",
    "----------\n",
    "0.38974615931510925, new york : randolph hearst\n",
    "----------\n",
    "0.5246841311454773, swan neil : jon jax\n",
    "----------\n",
    "0.6604085564613342, nida notes : fbi reports\n",
    "----------\n",
    "0.6420131921768188, moskowitz herbert : chris conrad\n",
    "----------\n",
    "0.6466657519340515, robert petersen : chris conrad\n",
    "----------\n",
    "0.4747542440891266, american council : us government\n",
    "----------\n",
    "0.6734300851821899, drug education : drug addiction\n",
    "----------\n",
    "0.5139028429985046, mann peggy : chris conrad\n",
    "----------\n",
    "0.6063246726989746, marijuana alert : marijuana smoke\n",
    "----------\n",
    "0.38974615931510925, new york : randolph hearst\n",
    "----------\n",
    "ctn: 14\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "s_10\n",
    "s_11\n",
    "s_12\n",
    "s_13\n",
    "s_14\n",
    "0.7172641158103943, medical use : its use\n",
    "----------\n",
    "0.6840961575508118, high risk : increased risk\n",
    "----------\n",
    "0.6368696689605713, physical dependency : man dependency\n",
    "----------\n",
    "0.5981399416923523, high potential : genetic potential\n",
    "----------\n",
    "0.5030218362808228, least schedule : perfect excuse\n",
    "----------\n",
    "0.5639686584472656, schedule iii : percent thc\n",
    "----------\n",
    "0.6723160743713379, substance act : tax act\n",
    "----------\n",
    "0.5645607709884644, commerce clause : states constitution\n",
    "----------\n",
    "0.5688654184341431, interstate commerce : hemp competition\n",
    "----------\n",
    "0.7225089073181152, your home : own home\n",
    "----------\n",
    "0.8273126482963562, private use : private use\n",
    "----------\n",
    "0.5802814364433289, state power : political power\n",
    "----------\n",
    "0.5431631803512573, constitutional amendment : local laws\n",
    "----------\n",
    "0.4973044991493225, such amendment : different solution\n",
    "----------\n",
    "0.7832561731338501, other drug : other drug\n",
    "----------\n",
    "0.7792509198188782, more deaths : many deaths\n",
    "----------\n",
    "0.6616665720939636, rollercoasters sex : unprotected sex\n",
    "----------\n",
    "0.5939091444015503, chicken bones : pot heads\n",
    "----------\n",
    "ctn: 15\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "s_10\n",
    "s_11\n",
    "s_12\n",
    "s_13\n",
    "s_14\n",
    "s_15\n",
    "s_16\n",
    "s_17\n",
    "s_18\n",
    "s_19\n",
    "s_20\n",
    "s_21\n",
    "s_22\n",
    "s_23\n",
    "s_24\n",
    "s_25\n",
    "s_26\n",
    "s_27\n",
    "s_28\n",
    "s_29\n",
    "s_30\n",
    "s_31\n",
    "s_32\n",
    "s_33\n",
    "s_34\n",
    "s_35\n",
    "0.8538036346435547, foster care : foster care\n",
    "----------\n",
    "0.9308750629425049, foster care : foster care\n",
    "----------\n",
    "0.5650281310081482, natural guardians : your parents\n",
    "----------\n",
    "0.593709409236908, their charges : their responsibilities\n",
    "----------\n",
    "0.5958071947097778, their negligence : its illegallity\n",
    "----------\n",
    "0.5658465623855591, evening gala : detox center\n",
    "----------\n",
    "0.6375230550765991, particular activities : irresponsible behavior\n",
    "----------\n",
    "1.0000001192092896, reason marijuana : reason marijuana\n",
    "----------\n",
    "0.6528911590576172, big deal : huge issue\n",
    "----------\n",
    "0.9187170267105103, foster care : foster care\n",
    "----------\n",
    "0.8134604096412659, their parents : your parents\n",
    "----------\n",
    "0.8626179695129395, drug test : drug test\n",
    "----------\n",
    "0.916398286819458, foster care : foster care\n",
    "----------\n",
    "0.8350067138671875, their parents : your parents\n",
    "----------\n",
    "0.756264328956604, real issue : real issue\n",
    "----------\n",
    "0.8407788872718811, your responsibilities : their responsibilities\n",
    "----------\n",
    "0.9466860294342041, their addiction : their addiction\n",
    "----------\n",
    "0.7177215218544006, interesting thing : terrible thing\n",
    "----------\n",
    "0.8120117783546448, profound lack : your lack\n",
    "----------\n",
    "0.6199975609779358, general understanding : your ignorance\n",
    "----------\n",
    "0.6404170989990234, physical dependency : psychological disorders\n",
    "----------\n",
    "0.9012356996536255, my friends : my friends\n",
    "----------\n",
    "0.5989428162574768, community service : drug enforcment\n",
    "----------\n",
    "0.6294795274734497, countless examples : my examples\n",
    "----------\n",
    "0.6942490339279175, i talk : na talk\n",
    "----------\n",
    "0.7671417593955994, more people : more people\n",
    "----------\n",
    "0.6206992268562317, real idea : good idea\n",
    "----------\n",
    "0.7142803072929382, their opinions : my opinion\n",
    "----------\n",
    "0.7861900925636292, righteous indignation : moral indignation\n",
    "----------\n",
    "0.689697265625, their government : our government\n",
    "----------\n",
    "0.6284055113792419, ignorant generation : ignorant people\n",
    "----------\n",
    "0.9022813439369202, valid argument : valid argument\n",
    "----------\n",
    "0.9884256720542908, stupid drug : stupid drug\n",
    "----------\n",
    "0.8196612000465393, side effects : side effects\n",
    "----------\n",
    "0.9582594633102417, your mind : your mind\n",
    "----------\n",
    "0.6075838804244995, different person : wise person\n",
    "----------\n",
    "0.5828210711479187, her problems : your system\n",
    "----------\n",
    "0.5385384559631348, alternate reality : specific problem\n",
    "----------\n",
    "0.4380629062652588, womans television : my freedom\n",
    "----------\n",
    "0.7078776955604553, their problems : their responsibilities\n",
    "----------\n",
    "ctn: 16\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "0.5935013294219971, your statement : your argument\n",
    "----------\n",
    "0.6605309844017029, shady operation : legit operations\n",
    "----------\n",
    "0.7272213697433472, controlled places : public places\n",
    "----------\n",
    "0.7258253693580627, sure people : legal people\n",
    "----------\n",
    "0.5846766829490662, back allies : jazz musicians\n",
    "----------\n",
    "0.4830719530582428, allies drinking : violent smoking\n",
    "----------\n",
    "0.6586714386940002, i sure : restriction sure\n",
    "----------\n",
    "0.5235363245010376, wrong crowd : their cars\n",
    "----------\n",
    "0.92083340883255, gateway drug : gateway drug\n",
    "----------\n",
    "0.6151248812675476, drug aswell : gateway drug\n",
    "----------\n",
    "0.7904039621353149, its illegality : its illegallity\n",
    "----------\n",
    "ctn: 17\n",
    "s_0\n",
    "0.9331480264663696, your lungs : your lungs\n",
    "----------\n",
    "ctn: 18\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "s_10\n",
    "s_11\n",
    "s_12\n",
    "s_13\n",
    "0.9533727169036865, several reasons : many reasons\n",
    "----------\n",
    "0.7978476285934448, its use : their use\n",
    "----------\n",
    "0.8385985493659973, its illegalization : its illegalization\n",
    "----------\n",
    "0.6350330114364624, cotton farmers : cotton companies\n",
    "----------\n",
    "0.6533955335617065, hemp farmers : lumber companies\n",
    "----------\n",
    "0.6351900696754456, their cotton : shot cotton\n",
    "----------\n",
    "0.6138875484466553, cotton crops : cotton companies\n",
    "----------\n",
    "0.4925038516521454, several times : 7-10 percent\n",
    "----------\n",
    "0.7865660190582275, cotton farmers : cotton companies\n",
    "----------\n",
    "0.7203445434570312, intoxicating effects : its effects\n",
    "----------\n",
    "0.7271397113800049, their industry : hemp industry\n",
    "----------\n",
    "0.7509800791740417, wild effects : other effects\n",
    "----------\n",
    "0.7402811050415039, most people : most people\n",
    "----------\n",
    "0.5940285921096802, big health : negative health\n",
    "----------\n",
    "0.659395158290863, health risk : health risks\n",
    "----------\n",
    "0.7205692529678345, few hours : 7-12 hours\n",
    "----------\n",
    "0.7933523654937744, many health : many health\n",
    "----------\n",
    "0.6211421489715576, health books : government journals\n",
    "----------\n",
    "0.6093372106552124, books state : least state\n",
    "----------\n",
    "0.792420506477356, many people : most people\n",
    "----------\n",
    "0.49082350730895996, such weight : your vision\n",
    "----------\n",
    "0.5863752961158752, weight gain : marijuana usage\n",
    "----------\n",
    "0.8438810706138611, medical uses : medical uses\n",
    "----------\n",
    "ctn: 19\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "0.7398000955581665, your brain : your brain\n",
    "----------\n",
    "0.7228571772575378, more neurons : less hormones\n",
    "----------\n",
    "0.702401876449585, risk factor : thrill factor\n",
    "----------\n",
    "0.6884830594062805, illegal industry : hemp industry\n",
    "----------\n",
    "0.6778604388237, your tax : more tax\n",
    "----------\n",
    "0.7728872299194336, tax dollars : payers dollars\n",
    "----------\n",
    "ctn: 20\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "0.7381216287612915, i beg : i ask\n",
    "----------\n",
    "0.5026118159294128, multibillion dollar : major fund\n",
    "----------\n",
    "0.6405900120735168, dollar industry : hemp industry\n",
    "----------\n",
    "0.7473437190055847, untapped revenue : extra revenue\n",
    "----------\n",
    "0.6988875269889832, marijuana distribution : hemp production\n",
    "----------\n",
    "0.9248380661010742, your job : your job\n",
    "----------\n",
    "0.9391114711761475, personal relationship : personal relationship\n",
    "----------\n",
    "0.7353752255439758, appropriate effect : term effect\n",
    "----------\n",
    "ctn: 21\n",
    "s_0\n",
    "ctn: 22\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "s_10\n",
    "s_11\n",
    "0.8260919451713562, safe drug : popular drug\n",
    "----------\n",
    "0.9429051876068115, crime rates : crime rates\n",
    "----------\n",
    "0.7674327492713928, drug legalization : marijuana legalization\n",
    "----------\n",
    "0.7891165018081665, more drugs : soft drugs\n",
    "----------\n",
    "0.8851067423820496, first place : first place\n",
    "----------\n",
    "0.8114184141159058, other reasons : obvious reasons\n",
    "----------\n",
    "0.7452153563499451, it legalization : marijuana legalization\n",
    "----------\n",
    "0.7011278867721558, pot market : black market\n",
    "----------\n",
    "0.675640344619751, free market : free world\n",
    "----------\n",
    "0.6926735043525696, market system : prison system\n",
    "----------\n",
    "0.8546042442321777, other hand : other hand\n",
    "----------\n",
    "0.7216709852218628, current system : present system\n",
    "----------\n",
    "0.7884282469749451, system drug : perception drug\n",
    "----------\n",
    "0.8673463463783264, drug dealers : drug dealers\n",
    "----------\n",
    "0.6462022066116333, many customers : marijuana patients\n",
    "----------\n",
    "0.5066245794296265, local monopoly : local dealer\n",
    "----------\n",
    "0.7321946024894714, personal profit : legal profit\n",
    "----------\n",
    "0.6738516092300415, health effects : side effects\n",
    "----------\n",
    "0.8293166160583496, crime rates : crime rates\n",
    "----------\n",
    "0.6695316433906555, many crimes : other crime\n",
    "----------\n",
    "0.6605440974235535, illegal dealing : illegal trade\n",
    "----------\n",
    "0.5968250036239624, non existent : medicinal purposes\n",
    "----------\n",
    "ctn: 23\n",
    "s_0\n",
    "0.9260368347167969, side effects : side effects\n",
    "----------\n",
    "0.7763019800186157, exams etc : cocaine etc\n",
    "----------\n",
    "0.6893472671508789, true ability : your ability\n",
    "----------\n",
    "ctn: 24\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "s_10\n",
    "s_11\n",
    "0.51649010181427, person volcayno : mary jane\n",
    "----------\n",
    "0.5150304436683655, volcayno meant : great things\n",
    "----------\n",
    "0.6711102724075317, i smoke : marijuana smoke\n",
    "----------\n",
    "0.8625104427337646, medical purposes : medical purposes\n",
    "----------\n",
    "0.6459748148918152, my ass : my whine\n",
    "----------\n",
    "0.6442052125930786, medical conditions : medical purposes\n",
    "----------\n",
    "1.0, i dont : i dont\n",
    "----------\n",
    "ctn: 25\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "0.8534454107284546, medical purposes : medical purposes\n",
    "----------\n",
    "0.5237762928009033, purposes becoz : fact toke\n",
    "----------\n",
    "0.645515501499176, it illegalization : its illegalization\n",
    "----------\n",
    "0.6569523811340332, great difficulties : many problems\n",
    "----------\n",
    "0.7221514582633972, pain pills : enhancement pills\n",
    "----------\n",
    "0.7162952423095703, severe pain : chronic pain\n",
    "----------\n",
    "0.8093324899673462, drug addicts : heroin addicts\n",
    "----------\n",
    "0.6570303440093994, physical pain : chronic pain\n",
    "----------\n",
    "0.5696836709976196, weak muscle : your liver\n",
    "----------\n",
    "0.6135993003845215, muscle relaxer : oxygen supplements\n",
    "----------\n",
    "0.6922698616981506, my mothere : my house\n",
    "----------\n",
    "0.6389672756195068, rheumatoid arthritis : lung cancer\n",
    "----------\n",
    "0.6186462044715881, degenerative arthritis : multiple schlorosis\n",
    "----------\n",
    "0.6415296196937561, arthritis migraines : marijuana addiction\n",
    "----------\n",
    "0.4702366888523102, most days : general occasions\n",
    "----------\n",
    "0.6477667093276978, our beds : my bloodstream\n",
    "----------\n",
    "0.7745606303215027, our pain : chronic pain\n",
    "----------\n",
    "0.8027861714363098, pain relief : pain relief\n",
    "----------\n",
    "0.8756592273712158, only thing : only thing\n",
    "----------\n",
    "0.7345049977302551, btw smoking : violent smoking\n",
    "----------\n",
    "0.8635265231132507, smoking marijuana : smoking marijuana\n",
    "----------\n",
    "0.9041301012039185, only way : only way\n",
    "----------\n",
    "0.6184924244880676, vaporizors oils : powders chemicals\n",
    "----------\n",
    "0.7967552542686462, medicinal marijuana : medical marijuana\n",
    "----------\n",
    "ctn: 26\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "0.609635055065155, way authorities : enforcement agencies\n",
    "----------\n",
    "0.6314391493797302, direct aid : direct harm\n",
    "----------\n",
    "0.7087251543998718, troubled people : other people\n",
    "----------\n",
    "0.5671682953834534, clear linements : many choices\n",
    "----------\n",
    "0.8344622850418091, drug dealers : drug dealers\n",
    "----------\n",
    "0.7104681730270386, medical centers : medical centers\n",
    "----------\n",
    "0.6359990239143372, medical porpouses : drug dealers\n",
    "----------\n",
    "ctn: 27\n",
    "s_0\n",
    "s_1\n",
    "0.8458865880966187, harmless substance : obtainable substance\n",
    "----------\n",
    "0.8681018948554993, tax payers : tax payers\n",
    "----------\n",
    "0.8330008387565613, payers money : payers dollars\n",
    "----------\n",
    "0.7735090255737305, little bit : little bit\n",
    "----------\n",
    "ctn: 28\n",
    "s_0\n",
    "0.8836591839790344, alcohol kills : tobacco kills\n",
    "----------\n",
    "0.8392370939254761, your brain : your brain\n",
    "----------\n",
    "0.8954586982727051, brain cells : brain cells\n",
    "----------\n",
    "0.5991061329841614, cells legality : brain cells\n",
    "----------\n",
    "ctn: 29\n",
    "s_0\n",
    "0.9665504693984985, adverse health : adverse health\n",
    "----------\n",
    "0.9616326093673706, health effects : health effects\n",
    "----------\n",
    "ctn: 30\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "0.783107340335846, other narcotics : other drugs\n",
    "----------\n",
    "0.836956262588501, popular drug : popular drug\n",
    "----------\n",
    "0.625289797782898, ill diseases : serious illnesses\n",
    "----------\n",
    "0.6329019665718079, beneficial attribute : significant issue\n",
    "----------\n",
    "0.6473768353462219, physical dependency : man dependency\n",
    "----------\n",
    "0.6547691822052002, mental dependency : man dependency\n",
    "----------\n",
    "ctn: 31\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "0.9510133862495422, brain cells : brain cells\n",
    "----------\n",
    "0.7099981904029846, first case : single case\n",
    "----------\n",
    "0.5856966376304626, anti-marijuana feelings : marijuana addiction\n",
    "----------\n",
    "ctn: 32\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "0.5402358770370483, my past : my life\n",
    "----------\n",
    "0.7144140005111694, many smokers : many athletes\n",
    "----------\n",
    "0.5846726298332214, hallucinogen experience : side effects\n",
    "----------\n",
    "ctn: 33\n",
    "s_0\n",
    "s_1\n",
    "0.8300633430480957, legal substances : certain substances\n",
    "----------\n",
    "0.8005639910697937, negative effects : negative affects\n",
    "----------\n",
    "0.933038055896759, human body : human body\n",
    "----------\n",
    "0.4838058650493622, glue sniffer : edgar hoover\n",
    "----------\n",
    "0.5313614010810852, paint huffer : doug benson\n",
    "----------\n",
    "ctn: 34\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "0.5848863124847412, seedy guy : old man\n",
    "----------\n",
    "0.7767060995101929, his friend : your friend\n",
    "----------\n",
    "0.6970018148422241, shady people : smartest people\n",
    "----------\n",
    "ctn: 35\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "s_10\n",
    "s_11\n",
    "s_12\n",
    "0.6875585317611694, know people : many people\n",
    "----------\n",
    "0.9646444916725159, worse things : worse things\n",
    "----------\n",
    "0.6459457874298096, own lifestyles : their lives\n",
    "----------\n",
    "0.8985975980758667, bottom line : bottom line\n",
    "----------\n",
    "0.913244903087616, free country : free country\n",
    "----------\n",
    "0.824084997177124, own choice : own choices\n",
    "----------\n",
    "0.7077586650848389, rate right : truck right\n",
    "----------\n",
    "0.7849211096763611, wrong marijuana : difference marijuana\n",
    "----------\n",
    "0.7448759078979492, medicinal properties : medicinal properties\n",
    "----------\n",
    "0.9999999403953552, us government : us government\n",
    "----------\n",
    "0.844135046005249, medical marijuana : medical marijuana\n",
    "----------\n",
    "0.7170547842979431, mental problems : hiv-related problems\n",
    "----------\n",
    "0.8892530798912048, private use : private use\n",
    "----------\n",
    "0.885808527469635, their research : your research\n",
    "----------\n",
    "0.6290881633758545, constant pain : chronic pain\n",
    "----------\n",
    "ctn: 36\n",
    "s_0\n",
    "ctn: 37\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "0.6641225814819336, medical arguments : top arguments\n",
    "----------\n",
    "0.6682204604148865, our planet : our country\n",
    "----------\n",
    "0.8180510997772217, us economy : states economy\n",
    "----------\n",
    "0.5975394248962402, huge plus : huge issue\n",
    "----------\n",
    "ctn: 38\n",
    "s_0\n",
    "0.7351069450378418, racism please : legalization please\n",
    "----------\n",
    "ctn: 39\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "0.9213646054267883, marijuana messes : marijuana messes\n",
    "----------\n",
    "0.9761706590652466, your head : your head\n",
    "----------\n",
    "0.9754270315170288, brain cells : brain cells\n",
    "----------\n",
    "ctn: 40\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "0.7119231224060059, main chemical : pont chemical\n",
    "----------\n",
    "0.6971930861473083, few hours : 7-12 hours\n",
    "----------\n",
    "0.5905444025993347, ingestion thc : percent thc\n",
    "----------\n",
    "0.838215708732605, your body : your body\n",
    "----------\n",
    "0.6665579676628113, non-psychoactive metabolites : other drugs\n",
    "----------\n",
    "0.7780289649963379, fat cells : fatty tissues\n",
    "----------\n",
    "0.8300999402999878, drug tests : drug tests\n",
    "----------\n",
    "0.4750611186027527, tests screen : drug tests\n",
    "----------\n",
    "0.5424737930297852, main metabolite : active ingredient\n",
    "----------\n",
    "0.8267726302146912, your body : your body\n",
    "----------\n",
    "0.5942083597183228, mind altering : memory alter\n",
    "----------\n",
    "0.7714661359786987, altering effects : side effects\n",
    "----------\n",
    "0.7535561323165894, psychoactive chemicals : psychoactive ingredients\n",
    "----------\n",
    "0.49297091364860535, high wears : high levels\n",
    "----------\n",
    "ctn: 41\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "0.9335927367210388, peoples addictions : peoples addictions\n",
    "----------\n",
    "0.6598427891731262, you cigarrets : your twinkies\n",
    "----------\n",
    "0.9999998211860657, energy drinks : energy drinks\n",
    "----------\n",
    "1.0, peoples health : peoples health\n",
    "----------\n",
    "0.9497583508491516, own problem : own problem\n",
    "----------\n",
    "0.9989275336265564, drug wars : drug wars\n",
    "----------\n",
    "0.999108612537384, drug busts : drug busts\n",
    "----------\n",
    "0.9998711347579956, my life : my life\n",
    "----------\n",
    "ctn: 42\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "s_10\n",
    "s_11\n",
    "s_12\n",
    "s_13\n",
    "s_14\n",
    "s_15\n",
    "s_16\n",
    "s_17\n",
    "s_18\n",
    "s_19\n",
    "s_20\n",
    "s_21\n",
    "s_22\n",
    "s_23\n",
    "s_24\n",
    "s_25\n",
    "s_26\n",
    "s_27\n",
    "s_28\n",
    "s_29\n",
    "s_30\n",
    "s_31\n",
    "s_32\n",
    "s_33\n",
    "s_34\n",
    "s_35\n",
    "s_36\n",
    "s_37\n",
    "0.7595584988594055, uninformed post : ignorant post\n",
    "----------\n",
    "0.6501873135566711, entire debate : different debate\n",
    "----------\n",
    "0.5518637299537659, anything anyone : much everyone\n",
    "----------\n",
    "0.507049024105072, your stupidity : more money\n",
    "----------\n",
    "0.6690348982810974, incredible surge : stark rise\n",
    "----------\n",
    "0.7047675848007202, next point : main point\n",
    "----------\n",
    "0.672653317451477, previous posts : ignorant post\n",
    "----------\n",
    "0.7118730545043945, proven fact : proven facts\n",
    "----------\n",
    "0.7461169958114624, many brain : kills brain\n",
    "----------\n",
    "0.7384682893753052, brain cells : brain cells\n",
    "----------\n",
    "0.6422924995422363, same amount : absurd amount\n",
    "----------\n",
    "0.8011599779129028, proven facts : proven facts\n",
    "----------\n",
    "0.6308314204216003, little harm : much harm\n",
    "----------\n",
    "0.7314532995223999, so-called facts : proven facts\n",
    "----------\n",
    "0.8964250087738037, marijuana kills : marijuana kills\n",
    "----------\n",
    "0.6636515855789185, you cancer : causes cancer\n",
    "----------\n",
    "0.5624310970306396, me court : supreme court\n",
    "----------\n",
    "0.5957208871841431, court rules : prohibition laws\n",
    "----------\n",
    "0.7518947720527649, you cancer : cause cancer\n",
    "----------\n",
    "0.6810479760169983, scientific fact : important fact\n",
    "----------\n",
    "0.8344388008117676, your argument : your argument\n",
    "----------\n",
    "0.861812949180603, south america : north america\n",
    "----------\n",
    "0.5637778639793396, northern neighbors : their countries\n",
    "----------\n",
    "0.8190685510635376, drug lords : drug lords\n",
    "----------\n",
    "0.9892324805259705, main reason : main reason\n",
    "----------\n",
    "0.7151915431022644, reason legalization : full legalization\n",
    "----------\n",
    "0.5298652648925781, legalization works : cancer sticks\n",
    "----------\n",
    "0.6461116075515747, commodity guess : i guess\n",
    "----------\n",
    "0.5196959972381592, farmer joe : chris conrad\n",
    "----------\n",
    "0.5100023746490479, farmer joe : mary jane\n",
    "----------\n",
    "0.6794531345367432, rich man : thinking man\n",
    "----------\n",
    "0.6255767941474915, so-called drug-lords : gateway drugs\n",
    "----------\n",
    "0.7905624508857727, illegal drugs : illegal drugs\n",
    "----------\n",
    "0.5913273096084595, ad y=production : hemp production\n",
    "----------\n",
    "0.7043424844741821, y=production cost : lesser cost\n",
    "----------\n",
    "0.7034561634063721, illegal market : awesome market\n",
    "----------\n",
    "0.5843832492828369, market x+y=n : randolph hearst\n",
    "----------\n",
    "0.7238651514053345, final price : lower price\n",
    "----------\n",
    "0.5586057901382446, legal marker : legal system\n",
    "----------\n",
    "0.6261540651321411, our equation : thier judement\n",
    "----------\n",
    "0.7287836074829102, final cost : lesser cost\n",
    "----------\n",
    "0.5254016518592834, positive variable : small change\n",
    "----------\n",
    "0.6516907215118408, variable alone : sodas alone\n",
    "----------\n",
    "0.4939858317375183, good night : good news\n",
    "----------\n",
    "ctn: 43\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "0.8440667986869812, marijuana prohibition : drug prohibition\n",
    "----------\n",
    "0.5680593252182007, young people : young people\n",
    "----------\n",
    "0.5689859390258789, dangerous situations : economical situation\n",
    "----------\n",
    "0.8330988883972168, black market : black market\n",
    "----------\n",
    "0.8314840197563171, black market : black market\n",
    "----------\n",
    "0.6985077261924744, market people : college people\n",
    "----------\n",
    "0.7482755780220032, dangerous things : other things\n",
    "----------\n",
    "0.7101859450340271, cocaine exstacy : marijuana-cannabis sativa\n",
    "----------\n",
    "0.9835394024848938, gateway drug : gateway drug\n",
    "----------\n",
    "0.5166492462158203, legal safer : drive safer\n",
    "----------\n",
    "0.6492742300033569, safer state : many states\n",
    "----------\n",
    "0.9491093754768372, gateway drug : gateway drug\n",
    "----------\n",
    "ctn: 44\n",
    "s_0\n",
    "0.9743956327438354, legal drugs : legal drugs\n",
    "----------\n",
    "0.9824968576431274, lung cancer : lung cancer\n",
    "----------\n",
    "0.7407375574111938, cancer alcoholism : marijuana addiction\n",
    "----------\n",
    "0.9041485786437988, drunk driving : drunk driving\n",
    "----------\n",
    "0.886279821395874, driving accidents : driving accidents\n",
    "----------\n",
    "ctn: 45\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "0.8773239850997925, other drugs : other drugs\n",
    "----------\n",
    "ctn: 46\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "s_10\n",
    "s_11\n",
    "0.9416263103485107, many people : many people\n",
    "----------\n",
    "0.5969507694244385, certain age : legal age\n",
    "----------\n",
    "0.4238602817058563, huge underground : benificial plant\n",
    "----------\n",
    "0.6357956528663635, underground deal : drug deal\n",
    "----------\n",
    "0.626975417137146, desperate measures : own actions\n",
    "----------\n",
    "0.9452305436134338, other countries : other countries\n",
    "----------\n",
    "0.6923878788948059, young adults : responsible adults\n",
    "----------\n",
    "0.5808823704719543, good girl : dern hypocrite\n",
    "----------\n",
    "0.78589928150177, medical purposes : medical purposes\n",
    "----------\n",
    "ctn: 47\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "0.872611403465271, drunk driving : drunk driving\n",
    "----------\n",
    "ctn: 48\n",
    "s_0\n",
    "ctn: 49\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "0.6495794653892517, their properties : addictive properties\n",
    "----------\n",
    "0.7297205328941345, theory things : topic things\n",
    "----------\n",
    "0.6564494967460632, free choice : own choice\n",
    "----------\n",
    "0.7166430354118347, soft drugs : soft drugs\n",
    "----------\n",
    "0.48432493209838867, near-impossible overdose : typical dose\n",
    "----------\n",
    "0.5989710688591003, their country : their countries\n",
    "----------\n",
    "ctn: 50\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "0.8570213913917542, illegal people : illegal people\n",
    "----------\n",
    "0.8551125526428223, many people : many people\n",
    "----------\n",
    "0.9524042010307312, many people : many people\n",
    "----------\n",
    "0.5399607419967651, baby sitter : checkout attendant\n",
    "----------\n",
    "0.5469428896903992, certain estimate : current perception\n",
    "----------\n",
    "0.46578556299209595, little baby : old man\n",
    "----------\n",
    "0.521639347076416, baby sitter : living quarters\n",
    "----------\n",
    "0.5390313267707825, my case : your point\n",
    "----------\n",
    "ctn: 51\n",
    "s_0\n",
    "s_1\n",
    "0.6532191038131714, big deal : huge mess\n",
    "----------\n",
    "0.6956629157066345, illegal activity : illegal activities\n",
    "----------\n",
    "ctn: 52\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "0.5752425789833069, people society : us government\n",
    "----------\n",
    "0.3618162274360657, holland par : harvest part\n",
    "----------\n",
    "0.5336700081825256, par exemple : alcohol anyways\n",
    "----------\n",
    "0.7181767821311951, communistic country : foreign country\n",
    "----------\n",
    "ctn: 53\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "ctn: 54\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "0.6555522680282593, only harm : tangible harm\n",
    "----------\n",
    "0.6459730267524719, illegal taxpayers : legal people\n",
    "----------\n",
    "0.7170321941375732, enforcement drug : perception drug\n",
    "----------\n",
    "0.8410714864730835, drug wars : drug wars\n",
    "----------\n",
    "0.636639416217804, trade mexico : pot america\n",
    "----------\n",
    "0.5058771967887878, mexico border : cannabis sativa\n",
    "----------\n",
    "0.6591517925262451, border violence : cartels aggression\n",
    "----------\n",
    "0.6785792112350464, violence billions : taxpayer billions\n",
    "----------\n",
    "0.7066435813903809, nicotine alcohol : dude alcohol\n",
    "----------\n",
    "0.5577554106712341, counter vitamins : underarm antiperspirants\n",
    "----------\n",
    "0.7509102821350098, medical benefit : enormous benefit\n",
    "----------\n",
    "0.7121336460113525, different name : its name\n",
    "----------\n",
    "ctn: 55\n",
    "s_0\n",
    "s_1\n",
    "0.7326086163520813, little harm : much harm\n",
    "----------\n",
    "0.6251471042633057, anything cigarettes : fact cigarettes\n",
    "----------\n",
    "ctn: 56\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "0.864750325679779, your arguement : your argument\n",
    "----------\n",
    "0.6361271739006042, dead addicts : marijuana users\n",
    "----------\n",
    "0.6609001159667969, erroneous remark : inaccurate info\n",
    "----------\n",
    "0.8754497170448303, heroin addicts : heroin addicts\n",
    "----------\n",
    "0.7480797171592712, your logic : your rationale\n",
    "----------\n",
    "0.8991495966911316, heroin addicts : heroin addicts\n",
    "----------\n",
    "0.5392770767211914, milk ditto : drank milk\n",
    "----------\n",
    "0.6353869438171387, thiefs rapists : jazz musicians\n",
    "----------\n",
    "0.7037914991378784, etc gangs : drug cartels\n",
    "----------\n",
    "0.661557674407959, main income : major income\n",
    "----------\n",
    "0.5635080337524414, less space : more money\n",
    "----------\n",
    "0.620323657989502, space canibas : marijuana patients\n",
    "----------\n",
    "0.7920879125595093, marijuana tax : marihuana tax\n",
    "----------\n",
    "0.7968285083770752, tax act : tax act\n",
    "----------\n",
    "0.5486099123954773, counter cough : slight cancer\n",
    "----------\n",
    "0.8447583317756653, cough syrups : cough syrups\n",
    "----------\n",
    "0.8258493542671204, your ignorance : your ignorance\n",
    "----------\n",
    "ctn: 57\n",
    "s_0\n",
    "0.6376241445541382, whole thing : wrong thing\n",
    "----------\n",
    "0.6830395460128784, add argument : opponents arguments\n",
    "----------\n",
    "0.6316987872123718, argument page : their page\n",
    "----------\n",
    "0.5541126728057861, my type : same type\n",
    "----------\n",
    "0.5414446592330933, my computer : their car\n",
    "----------\n",
    "0.5601530075073242, head butt : pot heads\n",
    "----------\n",
    "ctn: 58\n",
    "s_0\n",
    "s_1\n",
    "0.7620040774345398, lazy mind : your mind\n",
    "----------\n",
    "0.625466525554657, lazy results : positive results\n",
    "----------\n",
    "ctn: 59\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "0.5484923720359802, large percentage : overall numbers\n",
    "----------\n",
    "0.6433484554290771, most canadians : most people\n",
    "----------\n",
    "0.5624436140060425, anglo saxon : randolph hearst\n",
    "----------\n",
    "0.6738172769546509, saxon protestants : jazz musicians\n",
    "----------\n",
    "0.7596803903579712, your logic : your logic\n",
    "----------\n",
    "0.6568905711174011, black guys : drunk guys\n",
    "----------\n",
    "ctn: 60\n",
    "s_0\n",
    "s_1\n",
    "0.6079680919647217, painful death : premature deaths\n",
    "----------\n",
    "0.800635039806366, your suffering : their suffering\n",
    "----------\n",
    "ctn: 61\n",
    "s_0\n",
    "s_1\n",
    "0.6170119643211365, worst car : fatal car\n",
    "----------\n",
    "0.764671802520752, car accident : car accident\n",
    "----------\n",
    "0.7312569618225098, garage door : their door\n",
    "----------\n",
    "ctn: 62\n",
    "s_0\n",
    "ctn: 63\n",
    "s_0\n",
    "ctn: 64\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "0.9517295360565186, legal market : legal market\n",
    "----------\n",
    "0.9057719707489014, legal profit : legal profit\n",
    "----------\n",
    "0.9999998807907104, legal profit : legal profit\n",
    "----------\n",
    "0.9602588415145874, production development : production development\n",
    "----------\n",
    "ctn: 65\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "0.9999998807907104, your car : your car\n",
    "----------\n",
    "0.9145327806472778, much water : much water\n",
    "----------\n",
    "0.9069828987121582, junk food : junk food\n",
    "----------\n",
    "0.8649951219558716, food kills : food kills\n",
    "----------\n",
    "0.9586014151573181, kills brain : kills brain\n",
    "----------\n",
    "0.9619208574295044, brain cells : brain cells\n",
    "----------\n",
    "0.9912473559379578, less demand : less demand\n",
    "----------\n",
    "1.0, good reasons : good reasons\n",
    "----------\n",
    "1.0, brain cells : brain cells\n",
    "----------\n",
    "0.9999998211860657, their choice : their choice\n",
    "----------\n",
    "1.0, illegal anyways : illegal anyways\n",
    "----------\n",
    "1.0, nice try : nice try\n",
    "----------\n",
    "0.6666018962860107, hot smoke : marijuana smoke\n",
    "----------\n",
    "0.6357579827308655, certain fibers : synthetic fibers\n",
    "----------\n",
    "0.7531288266181946, your throat : your lungs\n",
    "----------\n",
    "0.7308696508407593, biggest cause : original cause\n",
    "----------\n",
    "0.5640488266944885, ice bongs : cola phosphates\n",
    "----------\n",
    "ctn: 66\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "s_5\n",
    "s_6\n",
    "s_7\n",
    "s_8\n",
    "s_9\n",
    "s_10\n",
    "s_11\n",
    "s_12\n",
    "s_13\n",
    "s_14\n",
    "s_15\n",
    "s_16\n",
    "s_17\n",
    "s_18\n",
    "s_19\n",
    "s_20\n",
    "s_21\n",
    "s_22\n",
    "s_23\n",
    "s_24\n",
    "0.7759841680526733, your retort : your argument\n",
    "----------\n",
    "0.7054561972618103, sweeping arguments : strong arguments\n",
    "----------\n",
    "0.5412082672119141, sole purpose : their use\n",
    "----------\n",
    "0.794792652130127, drug war : drug war\n",
    "----------\n",
    "0.6068322062492371, their jobs : steady jobs\n",
    "----------\n",
    "0.9028571248054504, many people : many people\n",
    "----------\n",
    "0.6057429909706116, your support : your weakness\n",
    "----------\n",
    "0.7231457829475403, better quality : higher quality\n",
    "----------\n",
    "0.7735360860824585, quality marijuana : laced/fake marijuana\n",
    "----------\n",
    "0.7606737017631531, potent marijuana : laced/fake marijuana\n",
    "----------\n",
    "0.7002859115600586, only comparison : ridiculous comparisons\n",
    "----------\n",
    "0.627557098865509, government taxes : government taxes\n",
    "----------\n",
    "0.6414960026741028, 5-6 dollars : payers dollars\n",
    "----------\n",
    "0.7283521890640259, huge part : key part\n",
    "----------\n",
    "0.7327755689620972, initial criminalization : marijuana criminalization\n",
    "----------\n",
    "0.5272529125213623, hearst owner : friend mom\n",
    "----------\n",
    "0.7763265371322632, large newspapers : several newspapers\n",
    "----------\n",
    "0.5642712712287903, his paper : his newspaper\n",
    "----------\n",
    "0.4737320840358734, paper empire : magazine publications\n",
    "----------\n",
    "0.5533420443534851, timber forests : family farms\n",
    "----------\n",
    "0.6008819937705994, anti-marijuana movment : drug marijuana\n",
    "----------\n",
    "0.785603940486908, its prohibition : its prohibition\n",
    "----------\n",
    "0.7916141748428345, marihuana tax : marihuana tax\n",
    "----------\n",
    "0.807769238948822, tax act : tax act\n",
    "----------\n",
    "0.6641190648078918, word marijuana : medical marijuana\n",
    "----------\n",
    "0.556778073310852, english language : our culture\n",
    "----------\n",
    "0.6867456436157227, race something : it something\n",
    "----------\n",
    "0.7842947244644165, your arguments : your argument\n",
    "----------\n",
    "0.8703062534332275, pharmaceutical industry : pharmaceutical industry\n",
    "----------\n",
    "0.6273936033248901, numerous diseases : few ailments\n",
    "----------\n",
    "0.7563362717628479, prescription drugs : non-prescription drugs\n",
    "----------\n",
    "0.6175304055213928, ms epilepsy : lung cancer\n",
    "----------\n",
    "0.7529763579368591, epilepsy pain : chronic pain\n",
    "----------\n",
    "0.7369564771652222, surgery accidents : driving accidents\n",
    "----------\n",
    "0.6135801076889038, etc nausea : chest pain\n",
    "----------\n",
    "0.5717206001281738, surgery chemotherapy : medical treatment\n",
    "----------\n",
    "0.8250791430473328, chemotherapy etc : sativa etc\n",
    "----------\n",
    "0.8031739592552185, your assertions : broad assertions\n",
    "----------\n",
    "0.6556293368339539, your rebuttal : thier judement\n",
    "----------\n",
    "ctn: 67\n",
    "s_0\n",
    "s_1\n",
    "s_2\n",
    "s_3\n",
    "s_4\n",
    "ctn: 68\n",
    "s_0\n",
    "s_1\n",
    "s_2"
   ]
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    "0.2448054552078247, same thing : good idea\n",
    "----------\n",
    "0.22355787456035614, other drugs : brain cells\n",
    "----------\n",
    "ctn: 1\n",
    "0.2173822820186615, black market : other options\n",
    "----------\n",
    "0.20254798233509064, jail system : difference irresponsibility\n",
    "----------\n",
    "0.20368926227092743, cops time : police station\n",
    "----------\n",
    "0.20384439826011658, pot heads : drug argument\n",
    "----------\n",
    "0.2103530615568161, real crimes : many people\n",
    "----------\n",
    "ctn: 2\n",
    "0.212953120470047, my problem : fair chance\n",
    "----------\n",
    "ctn: 3\n",
    "0.21290098130702972, many jobs : permanent effects\n",
    "----------\n",
    "ctn: 4\n",
    "0.21084755659103394, most people : proven facts\n",
    "----------\n",
    "0.20381256937980652, good time : personal relationships\n",
    "----------\n",
    "0.20230503380298615, good time : good idea\n",
    "----------\n",
    "ctn: 5\n",
    "0.2008991539478302, brain cells : cancer-causing agents"
   ]
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