{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "3c6f4757-0572-48ec-8159-206bbf2e08fd",
   "metadata": {},
   "outputs": [],
   "source": [
    "from datasets import load_dataset"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "27e4d6d8-b201-482b-9b0a-688e1a21c9c0",
   "metadata": {},
   "source": [
    "# Load `questions`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "2cb75e7c-b7eb-4601-85f3-cc27c1f5ff94",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading builder script: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 3.64k/3.64k [00:00<00:00, 13.8MB/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading and preparing dataset housing_qa/questions to /Users/neelguha/.cache/huggingface/datasets/reglab___housing_qa/questions/1.0.0/8bf686206d753eb1bc023c1aa0b7841398d312cdf6a0e537f27fb74f6eab4eef...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading data: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 987k/987k [00:00<00:00, 6.72MB/s]\n",
      "                                                                 \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Dataset housing_qa downloaded and prepared to /Users/neelguha/.cache/huggingface/datasets/reglab___housing_qa/questions/1.0.0/8bf686206d753eb1bc023c1aa0b7841398d312cdf6a0e537f27fb74f6eab4eef. Subsequent calls will reuse this data.\n"
     ]
    },
    {
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       "      <th>question</th>\n",
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      "text/plain": [
       "   idx    state                                           question answer  \\\n",
       "0    0  Alabama  Is there a state/territory law regulating resi...    Yes   \n",
       "1  163  Alabama  Does the law specify a minimum number of days ...    Yes   \n",
       "2  237  Alabama  Does the law specify rebuttals available to te...    Yes   \n",
       "3  286  Alabama  In eviction proceedings, does the filing of an...    Yes   \n",
       "4  353  Alabama  Is it specified whether a landlord waives thei...    Yes   \n",
       "\n",
       "   question_group                                           statutes  \\\n",
       "0              69  {'statute_idx': [431263], 'citation': ['ALA. C...   \n",
       "1              23  {'statute_idx': [431277], 'citation': ['ALA. C...   \n",
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       "4             201  {'statute_idx': [431280], 'citation': ['ALA. C...   \n",
       "\n",
       "                                   original_question  \\\n",
       "0  Is there a state/territory law regulating resi...   \n",
       "1  Does the law specify a minimum number of days ...   \n",
       "2  Does the law specify rebuttals available to a ...   \n",
       "3  Does the filing of an appeal stay the executio...   \n",
       "4  Does a landlord waive their right to evict for...   \n",
       "\n",
       "                                             caveats  \n",
       "0                                                 []  \n",
       "1                                                 []  \n",
       "2                                                 []  \n",
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       "4  [A landlord waives their right to evict by acc...  "
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "questions = load_dataset(\"reglab/housing_qa\", \"questions\", split=\"test\", download_mode=\"force_redownload\")\n",
    "questions.to_pandas().head(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "3931e731-006f-4731-8350-a7f83ea3f298",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'idx': 0,\n",
       " 'state': 'Alabama',\n",
       " 'question': 'Is there a state/territory law regulating residential evictions?',\n",
       " 'answer': 'Yes',\n",
       " 'question_group': 69,\n",
       " 'statutes': {'statute_idx': [431263],\n",
       "  'citation': ['ALA. CODE § 35-9A-141(11)'],\n",
       "  'excerpt': ['(11) “premises” means a dwelling unit and the structure of which it is a part and facilities and appurtenances therein and grounds, areas, and facilities held out for the use of tenants generally or whose use is promised by the rental agreement to the tenant;']},\n",
       " 'original_question': 'Is there a state/territory law regulating residential evictions?',\n",
       " 'caveats': ['']}"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "questions[0]"
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  {
   "cell_type": "markdown",
   "id": "c30a72f9-0ebe-4d33-abbd-e53883d04be5",
   "metadata": {},
   "source": [
    "# RC Questions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "92c9606a-09a5-44c6-94f2-4c9773c1a754",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading data: 100%|████████████████████████████████████████████████████| 987k/987k [00:00<00:00, 10.7MB/s]\n",
      "Generating test split: 6853 examples [00:00, 25871.49 examples/s]\n"
     ]
    },
    {
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       "   idx    state                                           question answer  \\\n",
       "0    0  Alabama  Is there a state/territory law regulating resi...    Yes   \n",
       "1  163  Alabama  Does the law specify a minimum number of days ...    Yes   \n",
       "2  237  Alabama  Does the law specify rebuttals available to te...    Yes   \n",
       "3  286  Alabama  In eviction proceedings, does the filing of an...    Yes   \n",
       "4  353  Alabama  Is it specified whether a landlord waives thei...    Yes   \n",
       "\n",
       "   question_group                                           statutes  \\\n",
       "0              69  {'statute_idx': [431263], 'citation': ['ALA. C...   \n",
       "1              23  {'statute_idx': [431277], 'citation': ['ALA. C...   \n",
       "2             116  {'statute_idx': [417060, 431274, 431280, 43127...   \n",
       "3               4  {'statute_idx': [431286], 'citation': ['ALA. C...   \n",
       "4             201  {'statute_idx': [431280], 'citation': ['ALA. C...   \n",
       "\n",
       "                                   original_question  \\\n",
       "0  Is there a state/territory law regulating resi...   \n",
       "1  Does the law specify a minimum number of days ...   \n",
       "2  Does the law specify rebuttals available to a ...   \n",
       "3  Does the filing of an appeal stay the executio...   \n",
       "4  Does a landlord waive their right to evict for...   \n",
       "\n",
       "                                             caveats  \n",
       "0                                               [[]]  \n",
       "1                                               [[]]  \n",
       "2                                               [[]]  \n",
       "3                                               [[]]  \n",
       "4  [[A,  , l, a, n, d, l, o, r, d,  , w, a, i, v,...  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "questions = load_dataset(\"reglab/housing_qa\", \"rc_questions\")\n",
    "questions[\"test\"].to_pandas().head(5)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "692490c0-eaa3-4f88-9b25-630f6ce736a3",
   "metadata": {},
   "source": [
    "# Statutes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "b4ce7ae9-618f-4594-be69-b53a58e580e4",
   "metadata": {},
   "outputs": [
    {
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       "      <td>missouri</td>\n",
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       "      <td>2021 Missouri Revised Statutes|Title I - Laws ...</td>\n",
       "      <td>missouri</td>\n",
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       "3  MO Rev Stat § 1.028 (2021)   \n",
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       "\n",
       "                                                path     state  \\\n",
       "0  2021 Missouri Revised Statutes|Title I - Laws ...  missouri   \n",
       "1  2021 Missouri Revised Statutes|Title I - Laws ...  missouri   \n",
       "2  2021 Missouri Revised Statutes|Title I - Laws ...  missouri   \n",
       "3  2021 Missouri Revised Statutes|Title I - Laws ...  missouri   \n",
       "4  2021 Missouri Revised Statutes|Title I - Laws ...  missouri   \n",
       "\n",
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      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "statutes = load_dataset(\"reglab/housing_qa\", \"statutes\")\n",
    "statutes[\"corpus\"].to_pandas().head(5)"
   ]
  }
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