step2-pull-10ks.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "source": [
    "# Pull 10k Filings\n",
    "Based off Sample mappings\n"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-06-17T00:01:33.549471Z",
     "start_time": "2024-06-17T00:01:32.558153Z"
    }
   },
   "cell_type": "code",
   "source": [
    "%%capture\n",
    "%pip install python-dotenv pandas tqdm lxml"
   ],
   "outputs": [],
   "execution_count": 1
  },
  {
   "cell_type": "code",
   "source": [
    "import pandas as pd\n",
    "from dotenv import load_dotenv\n",
    "import os\n",
    "\n",
    "pd.set_option('display.width', 0)\n",
    "pd.set_option('display.max_colwidth', 500)\n",
    "pd.set_option('display.max_rows', 50)\n"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2024-06-17T00:01:33.834910Z",
     "start_time": "2024-06-17T00:01:33.551807Z"
    }
   },
   "outputs": [],
   "execution_count": 2
  },
  {
   "cell_type": "markdown",
   "source": "## Get and Save 10k URLs",
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "source": [
    "map_df = pd.read_csv('cik-cusip-sample-map.csv')\n",
    "map_df.cik = map_df.cik.astype(int)\n",
    "map_df.sort_values(by='cusip6')\n",
    "map_df"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2024-06-17T00:01:33.851486Z",
     "start_time": "2024-06-17T00:01:33.835566Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "      cusip6      cik  \\\n",
       "0     001055     4977   \n",
       "1     001084  1100441   \n",
       "2     001228  1514281   \n",
       "3     00123Q  1423689   \n",
       "4     00130H   874761   \n",
       "...      ...      ...   \n",
       "4643  Y81669  1328919   \n",
       "4644  Y8564W   911971   \n",
       "4645  Y8565N  1419945   \n",
       "4646  Y8897Y  1296484   \n",
       "4647  Y95308  1631574   \n",
       "\n",
       "                                                                        name  \\\n",
       "0                                                              {'AFLAC INC'}   \n",
       "1                                                              {'AGCO CORP'}   \n",
       "2                                           {'AG MORTGAGE INVESTMENT TRUST'}   \n",
       "3                                {'AGNC INVT CORP', 'AGNC Investment Corp.'}   \n",
       "4                                                               {'AES CORP'}   \n",
       "...                                                                      ...   \n",
       "4643                                                      {'STEALTHGAS INC'}   \n",
       "4644                                    {'TEEKAY CORPORATION', 'Teekay Inc'}   \n",
       "4645  {'TEEKAY TANKERS LTD', 'Teekay Tankers', 'TEEKAY TANKERS LTD-CLASS A'}   \n",
       "4646                                                       {'TOP SHIPS INC'}   \n",
       "4647                                              {'WAVE LIFE SCIENCES LTD'}   \n",
       "\n",
       "                                                                  cusip  \n",
       "0                  {'001055102', '001055952', '000105510', '001055902'}  \n",
       "1                               {'001084952', '001084902', '001084102'}  \n",
       "2                                                         {'001228501'}  \n",
       "3                  {'00123q104', '00123Q104', '00123Q954', '00123Q904'}  \n",
       "4                  {'00130H905', '00130H955', '00130H105', '00130h105'}  \n",
       "...                                                                 ...  \n",
       "4643                                                      {'Y81669106'}  \n",
       "4644               {'Y8564W103', 'y8564w103', 'Y8564W903', 'Y8564W953'}  \n",
       "4645  {'Y8565N900', 'y8565n102', 'Y8565N300', 'y8565n300', 'Y8565N950'}  \n",
       "4646                                                      {'y8897y198'}  \n",
       "4647                                                      {'Y95308105'}  \n",
       "\n",
       "[4648 rows x 4 columns]"
      ],
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>cusip6</th>\n",
       "      <th>cik</th>\n",
       "      <th>name</th>\n",
       "      <th>cusip</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>001055</td>\n",
       "      <td>4977</td>\n",
       "      <td>{'AFLAC INC'}</td>\n",
       "      <td>{'001055102', '001055952', '000105510', '001055902'}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>001084</td>\n",
       "      <td>1100441</td>\n",
       "      <td>{'AGCO CORP'}</td>\n",
       "      <td>{'001084952', '001084902', '001084102'}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>001228</td>\n",
       "      <td>1514281</td>\n",
       "      <td>{'AG MORTGAGE INVESTMENT TRUST'}</td>\n",
       "      <td>{'001228501'}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>00123Q</td>\n",
       "      <td>1423689</td>\n",
       "      <td>{'AGNC INVT CORP', 'AGNC Investment Corp.'}</td>\n",
       "      <td>{'00123q104', '00123Q104', '00123Q954', '00123Q904'}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>00130H</td>\n",
       "      <td>874761</td>\n",
       "      <td>{'AES CORP'}</td>\n",
       "      <td>{'00130H905', '00130H955', '00130H105', '00130h105'}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4643</th>\n",
       "      <td>Y81669</td>\n",
       "      <td>1328919</td>\n",
       "      <td>{'STEALTHGAS INC'}</td>\n",
       "      <td>{'Y81669106'}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4644</th>\n",
       "      <td>Y8564W</td>\n",
       "      <td>911971</td>\n",
       "      <td>{'TEEKAY CORPORATION', 'Teekay Inc'}</td>\n",
       "      <td>{'Y8564W103', 'y8564w103', 'Y8564W903', 'Y8564W953'}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4645</th>\n",
       "      <td>Y8565N</td>\n",
       "      <td>1419945</td>\n",
       "      <td>{'TEEKAY TANKERS LTD', 'Teekay Tankers', 'TEEKAY TANKERS LTD-CLASS A'}</td>\n",
       "      <td>{'Y8565N900', 'y8565n102', 'Y8565N300', 'y8565n300', 'Y8565N950'}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4646</th>\n",
       "      <td>Y8897Y</td>\n",
       "      <td>1296484</td>\n",
       "      <td>{'TOP SHIPS INC'}</td>\n",
       "      <td>{'y8897y198'}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4647</th>\n",
       "      <td>Y95308</td>\n",
       "      <td>1631574</td>\n",
       "      <td>{'WAVE LIFE SCIENCES LTD'}</td>\n",
       "      <td>{'Y95308105'}</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>4648 rows × 4 columns</p>\n",
       "</div>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 3
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-06-17T00:01:35.531196Z",
     "start_time": "2024-06-17T00:01:35.516733Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import json\n",
    "from typing import Dict, Tuple, List\n",
    "from datetime import datetime\n",
    "from tqdm import tqdm\n",
    "import http.client\n",
    "\n",
    "BASE_URL = 'https://www.sec.gov'\n",
    "\n",
    "def create_urls_df(cusip_df: pd.DataFrame,\n",
    "                   dates_from_to:Tuple[str,str] = ('2023-01-01', '2024-01-01'),\n",
    "                   user_email:str='sales@neo4j.com',\n",
    "                   user_name='Neo4j') -> pd.DataFrame:\n",
    "    \n",
    "    print(f'Found {cusip_df.shape[0]:,} companies to pull filings for')\n",
    "    start_date = datetime.strptime(dates_from_to[0], '%Y-%m-%d').date()\n",
    "    end_date = datetime.strptime(dates_from_to[1], '%Y-%m-%d').date()\n",
    "\n",
    "    urls_list = []\n",
    "\n",
    "    counter = 0\n",
    "    for ind, row in tqdm(cusip_df.iterrows()):\n",
    "        #counter += 1\n",
    "        #print(f'pulling 10k urls for cusip6: {row.cusip6}, {counter} of {map_df.shape[0]} cusips')\n",
    "        urls = get_urls(row.cik, start_date, end_date, f'{user_name} {user_email}')\n",
    "        #print(f'{row.cik}: {urls}')\n",
    "        urls_list.append(urls)\n",
    "\n",
    "    cusip_df['form10KUrls'] = urls_list\n",
    "    return cusip_df[cusip_df.form10KUrls.map(len) > 0].explode(column='form10KUrls')\n",
    "\n",
    "\n",
    "def get_urls(cik: str, start_date: datetime.date, end_date: datetime.date, user_agent: str):\n",
    "    filing_accessors = get_filing_accessors(cik, start_date, end_date, user_agent)\n",
    "    return [format_url(cik, f) for f in filing_accessors]\n",
    "\n",
    "\n",
    "def get_filing_accessors(cik: str, start_date: datetime.date, end_date: datetime.date, user_agent: str) -> List[str]:\n",
    "    history = get_filing_history(cik, user_agent)\n",
    "    history_df = pd.DataFrame.from_dict(history['filings']['recent'])\n",
    "    history_df.filingDate = pd.to_datetime(history_df.filingDate).dt.date\n",
    "    filtered_df = history_df[(history_df.filingDate <= end_date) &\n",
    "                             (history_df.filingDate >= start_date) &\n",
    "                             (history_df.form == '10-K')]\n",
    "    return filtered_df.accessionNumber.tolist()\n",
    "\n",
    "\n",
    "def get_filing_history(cik: str, user_agent: str) -> Dict:\n",
    "    url = f'https://data.sec.gov//submissions/CIK{int(cik):010d}.json'\n",
    "    #print(f'Downloading filing history for cik: {cik}')\n",
    "    conn = http.client.HTTPSConnection('www.sec.gov')\n",
    "    conn.request('GET', url, headers={'User-Agent': user_agent})\n",
    "    response = conn.getresponse()\n",
    "    #print(response.status, response.reason)\n",
    "    data = response.read()\n",
    "    conn.close()\n",
    "\n",
    "    if response.status == 200 and response.reason == 'OK':\n",
    "        res = data.decode('utf-8')\n",
    "        return json.loads(res)\n",
    "    else:\n",
    "        print(f'Download failed for cik: {cik} filings.')\n",
    "    return dict()\n",
    "\n",
    "\n",
    "def format_url(cik: str, filing_accessor: str):\n",
    "    return BASE_URL + f'/Archives/edgar/data/{int(cik)}/{filing_accessor.replace(\"-\", \"\")}/{filing_accessor}.txt'\n"
   ],
   "outputs": [],
   "execution_count": 4
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-06-16T21:53:57.570391Z",
     "start_time": "2024-06-16T21:53:56.644896Z"
    }
   },
   "cell_type": "code",
   "source": [
    "ddf = map_df[:3].reset_index(drop=True)\n",
    "create_urls_df(ddf)"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 3 companies to pull filings for\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [00:00,  3.29it/s]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "   cusip6      cik                              name  \\\n",
       "0  001055     4977                     {'AFLAC INC'}   \n",
       "2  001228  1514281  {'AG MORTGAGE INVESTMENT TRUST'}   \n",
       "\n",
       "                                                  cusip  \\\n",
       "0  {'001055102', '001055952', '000105510', '001055902'}   \n",
       "2                                         {'001228501'}   \n",
       "\n",
       "                                                                                   form10KUrls  \n",
       "0     https://www.sec.gov/Archives/edgar/data/4977/000000497723000055/0000004977-23-000055.txt  \n",
       "2  https://www.sec.gov/Archives/edgar/data/1514281/000151428123000020/0001514281-23-000020.txt  "
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>cusip6</th>\n",
       "      <th>cik</th>\n",
       "      <th>name</th>\n",
       "      <th>cusip</th>\n",
       "      <th>form10KUrls</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>001055</td>\n",
       "      <td>4977</td>\n",
       "      <td>{'AFLAC INC'}</td>\n",
       "      <td>{'001055102', '001055952', '000105510', '001055902'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/4977/000000497723000055/0000004977-23-000055.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>001228</td>\n",
       "      <td>1514281</td>\n",
       "      <td>{'AG MORTGAGE INVESTMENT TRUST'}</td>\n",
       "      <td>{'001228501'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/1514281/000151428123000020/0001514281-23-000020.txt</td>\n",
       "    </tr>\n",
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     "execution_count": 22,
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   ],
   "execution_count": 22
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-06-16T22:18:27.056073Z",
     "start_time": "2024-06-16T21:54:46.246840Z"
    }
   },
   "cell_type": "code",
   "source": [
    "urls_df = create_urls_df(map_df)\n",
    "urls_df"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 4,648 companies to pull filings for\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "4648it [23:40,  3.27it/s]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "      cusip6      cik  \\\n",
       "0     001055     4977   \n",
       "2     001228  1514281   \n",
       "3     00123Q  1423689   \n",
       "4     00130H   874761   \n",
       "6     00164V  1514991   \n",
       "...      ...      ...   \n",
       "4624  Y2187A  1322439   \n",
       "4626  Y2573F   866374   \n",
       "4627  Y2685T  1326200   \n",
       "4632  Y41053  1679049   \n",
       "4647  Y95308  1631574   \n",
       "\n",
       "                                                                                                   name  \\\n",
       "0                                                                                         {'AFLAC INC'}   \n",
       "2                                                                      {'AG MORTGAGE INVESTMENT TRUST'}   \n",
       "3                                                           {'AGNC INVT CORP', 'AGNC Investment Corp.'}   \n",
       "4                                                                                          {'AES CORP'}   \n",
       "6                                                            {'AMC NETWORKS INC', 'AMC NETWORKS INC A'}   \n",
       "...                                                                                                 ...   \n",
       "4624                                                                        {'EAGLE BULK SHIPPING INC'}   \n",
       "4626                                                                           {'Flex Ltd', 'FLEX LTD'}   \n",
       "4627  {'GENCO SHIPPING AND TRADING LIM', 'GENCO SHIPPING & TRADING LTD', 'GENCO SHIPPING  TRADING LTD'}   \n",
       "4632                                                                      {'INTERNATIONAL SEAWAYS INC'}   \n",
       "4647                                                                         {'WAVE LIFE SCIENCES LTD'}   \n",
       "\n",
       "                                                     cusip  \\\n",
       "0     {'001055102', '001055952', '000105510', '001055902'}   \n",
       "2                                            {'001228501'}   \n",
       "3     {'00123q104', '00123Q104', '00123Q954', '00123Q904'}   \n",
       "4     {'00130H905', '00130H955', '00130H105', '00130h105'}   \n",
       "6                  {'00164V103', '00164V903', '00164V953'}   \n",
       "...                                                    ...   \n",
       "4624  {'y2187a150', 'Y2187A150', 'Y2187A900', 'Y2187A950'}   \n",
       "4626  {'y2573f102', 'Y2573F102', 'Y2573F902', 'Y2573F952'}   \n",
       "4627  {'Y2685T131', 'Y2685T901', 'Y2685T951', 'y2685t131'}   \n",
       "4632               {'Y41053952', 'Y41053102', 'Y41053902'}   \n",
       "4647                                         {'Y95308105'}   \n",
       "\n",
       "                                                                                      form10KUrls  \n",
       "0        https://www.sec.gov/Archives/edgar/data/4977/000000497723000055/0000004977-23-000055.txt  \n",
       "2     https://www.sec.gov/Archives/edgar/data/1514281/000151428123000020/0001514281-23-000020.txt  \n",
       "3     https://www.sec.gov/Archives/edgar/data/1423689/000142368923000017/0001423689-23-000017.txt  \n",
       "4      https://www.sec.gov/Archives/edgar/data/874761/000087476123000010/0000874761-23-000010.txt  \n",
       "6     https://www.sec.gov/Archives/edgar/data/1514991/000151499123000009/0001514991-23-000009.txt  \n",
       "...                                                                                           ...  \n",
       "4624  https://www.sec.gov/Archives/edgar/data/1322439/000162828023007526/0001628280-23-007526.txt  \n",
       "4626   https://www.sec.gov/Archives/edgar/data/866374/000086637423000028/0000866374-23-000028.txt  \n",
       "4627  https://www.sec.gov/Archives/edgar/data/1326200/000155837023001781/0001558370-23-001781.txt  \n",
       "4632  https://www.sec.gov/Archives/edgar/data/1679049/000155837023002247/0001558370-23-002247.txt  \n",
       "4647  https://www.sec.gov/Archives/edgar/data/1631574/000095017023009319/0000950170-23-009319.txt  \n",
       "\n",
       "[3365 rows x 5 columns]"
      ],
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>cusip6</th>\n",
       "      <th>cik</th>\n",
       "      <th>name</th>\n",
       "      <th>cusip</th>\n",
       "      <th>form10KUrls</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>001055</td>\n",
       "      <td>4977</td>\n",
       "      <td>{'AFLAC INC'}</td>\n",
       "      <td>{'001055102', '001055952', '000105510', '001055902'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/4977/000000497723000055/0000004977-23-000055.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>001228</td>\n",
       "      <td>1514281</td>\n",
       "      <td>{'AG MORTGAGE INVESTMENT TRUST'}</td>\n",
       "      <td>{'001228501'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/1514281/000151428123000020/0001514281-23-000020.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>00123Q</td>\n",
       "      <td>1423689</td>\n",
       "      <td>{'AGNC INVT CORP', 'AGNC Investment Corp.'}</td>\n",
       "      <td>{'00123q104', '00123Q104', '00123Q954', '00123Q904'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/1423689/000142368923000017/0001423689-23-000017.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>00130H</td>\n",
       "      <td>874761</td>\n",
       "      <td>{'AES CORP'}</td>\n",
       "      <td>{'00130H905', '00130H955', '00130H105', '00130h105'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/874761/000087476123000010/0000874761-23-000010.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>00164V</td>\n",
       "      <td>1514991</td>\n",
       "      <td>{'AMC NETWORKS INC', 'AMC NETWORKS INC A'}</td>\n",
       "      <td>{'00164V103', '00164V903', '00164V953'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/1514991/000151499123000009/0001514991-23-000009.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4624</th>\n",
       "      <td>Y2187A</td>\n",
       "      <td>1322439</td>\n",
       "      <td>{'EAGLE BULK SHIPPING INC'}</td>\n",
       "      <td>{'y2187a150', 'Y2187A150', 'Y2187A900', 'Y2187A950'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/1322439/000162828023007526/0001628280-23-007526.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4626</th>\n",
       "      <td>Y2573F</td>\n",
       "      <td>866374</td>\n",
       "      <td>{'Flex Ltd', 'FLEX LTD'}</td>\n",
       "      <td>{'y2573f102', 'Y2573F102', 'Y2573F902', 'Y2573F952'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/866374/000086637423000028/0000866374-23-000028.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4627</th>\n",
       "      <td>Y2685T</td>\n",
       "      <td>1326200</td>\n",
       "      <td>{'GENCO SHIPPING AND TRADING LIM', 'GENCO SHIPPING &amp; TRADING LTD', 'GENCO SHIPPING  TRADING LTD'}</td>\n",
       "      <td>{'Y2685T131', 'Y2685T901', 'Y2685T951', 'y2685t131'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/1326200/000155837023001781/0001558370-23-001781.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4632</th>\n",
       "      <td>Y41053</td>\n",
       "      <td>1679049</td>\n",
       "      <td>{'INTERNATIONAL SEAWAYS INC'}</td>\n",
       "      <td>{'Y41053952', 'Y41053102', 'Y41053902'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/1679049/000155837023002247/0001558370-23-002247.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4647</th>\n",
       "      <td>Y95308</td>\n",
       "      <td>1631574</td>\n",
       "      <td>{'WAVE LIFE SCIENCES LTD'}</td>\n",
       "      <td>{'Y95308105'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/1631574/000095017023009319/0000950170-23-009319.txt</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3365 rows × 5 columns</p>\n",
       "</div>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 23
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-06-17T00:01:48.645378Z",
     "start_time": "2024-06-17T00:01:48.409291Z"
    }
   },
   "cell_type": "code",
   "source": "urls_df.to_csv('f10k-urls-map.csv', index=False)",
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'urls_df' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m",
      "\u001B[0;31mNameError\u001B[0m                                 Traceback (most recent call last)",
      "Cell \u001B[0;32mIn[5], line 1\u001B[0m\n\u001B[0;32m----> 1\u001B[0m urls_df\u001B[38;5;241m.\u001B[39mto_csv(\u001B[38;5;124m'\u001B[39m\u001B[38;5;124mf10k-urls-map.csv\u001B[39m\u001B[38;5;124m'\u001B[39m, index\u001B[38;5;241m=\u001B[39m\u001B[38;5;28;01mFalse\u001B[39;00m)\n",
      "\u001B[0;31mNameError\u001B[0m: name 'urls_df' is not defined"
     ]
    }
   ],
   "execution_count": 5
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "## Download, Parse, and Format 10k Forms"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-06-17T00:02:10.500567Z",
     "start_time": "2024-06-17T00:02:10.480008Z"
    }
   },
   "cell_type": "code",
   "source": [
    "urls_df = pd.read_csv('f10k-urls-map.csv')\n",
    "urls_df"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "      cusip6      cik  \\\n",
       "0     001055     4977   \n",
       "1     001228  1514281   \n",
       "2     00123Q  1423689   \n",
       "3     00130H   874761   \n",
       "4     00164V  1514991   \n",
       "...      ...      ...   \n",
       "3360  Y2187A  1322439   \n",
       "3361  Y2573F   866374   \n",
       "3362  Y2685T  1326200   \n",
       "3363  Y41053  1679049   \n",
       "3364  Y95308  1631574   \n",
       "\n",
       "                                                                                                   name  \\\n",
       "0                                                                                         {'AFLAC INC'}   \n",
       "1                                                                      {'AG MORTGAGE INVESTMENT TRUST'}   \n",
       "2                                                           {'AGNC INVT CORP', 'AGNC Investment Corp.'}   \n",
       "3                                                                                          {'AES CORP'}   \n",
       "4                                                            {'AMC NETWORKS INC', 'AMC NETWORKS INC A'}   \n",
       "...                                                                                                 ...   \n",
       "3360                                                                        {'EAGLE BULK SHIPPING INC'}   \n",
       "3361                                                                           {'Flex Ltd', 'FLEX LTD'}   \n",
       "3362  {'GENCO SHIPPING AND TRADING LIM', 'GENCO SHIPPING & TRADING LTD', 'GENCO SHIPPING  TRADING LTD'}   \n",
       "3363                                                                      {'INTERNATIONAL SEAWAYS INC'}   \n",
       "3364                                                                         {'WAVE LIFE SCIENCES LTD'}   \n",
       "\n",
       "                                                     cusip  \\\n",
       "0     {'001055102', '001055952', '000105510', '001055902'}   \n",
       "1                                            {'001228501'}   \n",
       "2     {'00123q104', '00123Q104', '00123Q954', '00123Q904'}   \n",
       "3     {'00130H905', '00130H955', '00130H105', '00130h105'}   \n",
       "4                  {'00164V103', '00164V903', '00164V953'}   \n",
       "...                                                    ...   \n",
       "3360  {'y2187a150', 'Y2187A150', 'Y2187A900', 'Y2187A950'}   \n",
       "3361  {'y2573f102', 'Y2573F102', 'Y2573F902', 'Y2573F952'}   \n",
       "3362  {'Y2685T131', 'Y2685T901', 'Y2685T951', 'y2685t131'}   \n",
       "3363               {'Y41053952', 'Y41053102', 'Y41053902'}   \n",
       "3364                                         {'Y95308105'}   \n",
       "\n",
       "                                                                                      form10KUrls  \n",
       "0        https://www.sec.gov/Archives/edgar/data/4977/000000497723000055/0000004977-23-000055.txt  \n",
       "1     https://www.sec.gov/Archives/edgar/data/1514281/000151428123000020/0001514281-23-000020.txt  \n",
       "2     https://www.sec.gov/Archives/edgar/data/1423689/000142368923000017/0001423689-23-000017.txt  \n",
       "3      https://www.sec.gov/Archives/edgar/data/874761/000087476123000010/0000874761-23-000010.txt  \n",
       "4     https://www.sec.gov/Archives/edgar/data/1514991/000151499123000009/0001514991-23-000009.txt  \n",
       "...                                                                                           ...  \n",
       "3360  https://www.sec.gov/Archives/edgar/data/1322439/000162828023007526/0001628280-23-007526.txt  \n",
       "3361   https://www.sec.gov/Archives/edgar/data/866374/000086637423000028/0000866374-23-000028.txt  \n",
       "3362  https://www.sec.gov/Archives/edgar/data/1326200/000155837023001781/0001558370-23-001781.txt  \n",
       "3363  https://www.sec.gov/Archives/edgar/data/1679049/000155837023002247/0001558370-23-002247.txt  \n",
       "3364  https://www.sec.gov/Archives/edgar/data/1631574/000095017023009319/0000950170-23-009319.txt  \n",
       "\n",
       "[3365 rows x 5 columns]"
      ],
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>cusip6</th>\n",
       "      <th>cik</th>\n",
       "      <th>name</th>\n",
       "      <th>cusip</th>\n",
       "      <th>form10KUrls</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>001055</td>\n",
       "      <td>4977</td>\n",
       "      <td>{'AFLAC INC'}</td>\n",
       "      <td>{'001055102', '001055952', '000105510', '001055902'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/4977/000000497723000055/0000004977-23-000055.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>001228</td>\n",
       "      <td>1514281</td>\n",
       "      <td>{'AG MORTGAGE INVESTMENT TRUST'}</td>\n",
       "      <td>{'001228501'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/1514281/000151428123000020/0001514281-23-000020.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>00123Q</td>\n",
       "      <td>1423689</td>\n",
       "      <td>{'AGNC INVT CORP', 'AGNC Investment Corp.'}</td>\n",
       "      <td>{'00123q104', '00123Q104', '00123Q954', '00123Q904'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/1423689/000142368923000017/0001423689-23-000017.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>00130H</td>\n",
       "      <td>874761</td>\n",
       "      <td>{'AES CORP'}</td>\n",
       "      <td>{'00130H905', '00130H955', '00130H105', '00130h105'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/874761/000087476123000010/0000874761-23-000010.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>00164V</td>\n",
       "      <td>1514991</td>\n",
       "      <td>{'AMC NETWORKS INC', 'AMC NETWORKS INC A'}</td>\n",
       "      <td>{'00164V103', '00164V903', '00164V953'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/1514991/000151499123000009/0001514991-23-000009.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3360</th>\n",
       "      <td>Y2187A</td>\n",
       "      <td>1322439</td>\n",
       "      <td>{'EAGLE BULK SHIPPING INC'}</td>\n",
       "      <td>{'y2187a150', 'Y2187A150', 'Y2187A900', 'Y2187A950'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/1322439/000162828023007526/0001628280-23-007526.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3361</th>\n",
       "      <td>Y2573F</td>\n",
       "      <td>866374</td>\n",
       "      <td>{'Flex Ltd', 'FLEX LTD'}</td>\n",
       "      <td>{'y2573f102', 'Y2573F102', 'Y2573F902', 'Y2573F952'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/866374/000086637423000028/0000866374-23-000028.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3362</th>\n",
       "      <td>Y2685T</td>\n",
       "      <td>1326200</td>\n",
       "      <td>{'GENCO SHIPPING AND TRADING LIM', 'GENCO SHIPPING &amp; TRADING LTD', 'GENCO SHIPPING  TRADING LTD'}</td>\n",
       "      <td>{'Y2685T131', 'Y2685T901', 'Y2685T951', 'y2685t131'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/1326200/000155837023001781/0001558370-23-001781.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3363</th>\n",
       "      <td>Y41053</td>\n",
       "      <td>1679049</td>\n",
       "      <td>{'INTERNATIONAL SEAWAYS INC'}</td>\n",
       "      <td>{'Y41053952', 'Y41053102', 'Y41053902'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/1679049/000155837023002247/0001558370-23-002247.txt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3364</th>\n",
       "      <td>Y95308</td>\n",
       "      <td>1631574</td>\n",
       "      <td>{'WAVE LIFE SCIENCES LTD'}</td>\n",
       "      <td>{'Y95308105'}</td>\n",
       "      <td>https://www.sec.gov/Archives/edgar/data/1631574/000095017023009319/0000950170-23-009319.txt</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3365 rows × 5 columns</p>\n",
       "</div>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 7
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-06-17T00:02:12.694387Z",
     "start_time": "2024-06-17T00:02:12.583016Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import re\n",
    "import io\n",
    "from bs4 import BeautifulSoup\n",
    "\n",
    "def make_10k_jsons(url_df:pd.DataFrame,\n",
    "                   temp_dir:str='data/form10k',\n",
    "                   output_dir:str='data/form10k-clean',\n",
    "                   user_email:str='sales@neo4j.com',\n",
    "                   user_name='Neo4j') -> int:\n",
    "\n",
    "\n",
    "    print(f'Found {url_df.shape[0]:,} companies to pull filings for')\n",
    "    if not os.path.exists(temp_dir):\n",
    "        os.makedirs(temp_dir)\n",
    "    if not os.path.exists(output_dir):\n",
    "        os.makedirs(output_dir)\n",
    "\n",
    "    count = 0\n",
    "    total = url_df.shape[0]\n",
    "    print(f'=== Downloading {total:,} 10K filings ===')\n",
    "    for ind, row in url_df.iterrows():\n",
    "        count += 1\n",
    "        print(f'--- Downloading {count:,} of {total:,} 10K filings for {row.name}')\n",
    "        raw_file_path, file_id = download_filing(row.form10KUrls, f'{user_name} {user_email}', temp_dir)\n",
    "        if len(raw_file_path) > 0:\n",
    "            output_file_path = os.path.join(output_dir, file_id + '.json')\n",
    "            try:\n",
    "                load_parse_save(raw_file_path, output_file_path, row.cik, row.cusip6, row.form10KUrls, row['name'])\n",
    "                os.remove(raw_file_path)\n",
    "            except Exception as e:\n",
    "                print(e)\n",
    "    return 0\n",
    "\n",
    "\n",
    "def download_filing(url: str, user_agent: str, temp_dir: str) -> tuple:\n",
    "    conn = http.client.HTTPSConnection('www.sec.gov')\n",
    "    conn.request('GET', url, headers={'User-Agent': user_agent})\n",
    "    response = conn.getresponse()\n",
    "    data = response.read()\n",
    "    conn.close()\n",
    "\n",
    "    if response.status == 200 and response.reason == 'OK':\n",
    "        text = data.decode('utf-8')\n",
    "        file = io.StringIO(text)\n",
    "        contents = file.read()\n",
    "        file.close()\n",
    "        file_id = url[url.rindex('/') + 1:url.rindex('.')]\n",
    "        file_path = os.path.join(temp_dir, 'raw_' + file_id + '.txt')\n",
    "        with open(file_path, 'w') as file:\n",
    "            file.write(contents)\n",
    "        return file_path, file_id\n",
    "    else:\n",
    "        print('Download failed for form13 file.')\n",
    "        print(response.status, response.reason)\n",
    "        return '', ''\n",
    "\n",
    "\n",
    "def extract_10_k(txt: str) -> str:\n",
    "    # Regex to find <DOCUMENT> tags\n",
    "    doc_start_pattern = re.compile(r'<DOCUMENT>')\n",
    "    doc_end_pattern = re.compile(r'</DOCUMENT>')\n",
    "    # Regex to find <TYPE> tag proceeding any characters, terminating at new line\n",
    "    type_pattern = re.compile(r'<TYPE>[^\\n]+')\n",
    "    # Create 3 lists with the span idices for each regex\n",
    "\n",
    "    # There are many <Document> Tags in this text file, each as specific exhibit like 10-K, EX-10.17 etc\n",
    "    # First filter will give us document tag start <end> and document tag end's <start>\n",
    "    # We will use this to later grab content in between these tags\n",
    "    doc_start_is = [x.end() for x in doc_start_pattern.finditer(txt)]\n",
    "    doc_end_is = [x.start() for x in doc_end_pattern.finditer(txt)]\n",
    "\n",
    "    # Type filter is interesting, it looks for <TYPE> with Not flag as new line, ie terminare there, with + sign\n",
    "    # to look for any char afterwards until new line \\n. This will give us <TYPE> followed Section Name like '10-K'\n",
    "    # Once we have this, it returns String Array, below line will with find content after <TYPE> ie, '10-K'\n",
    "    # as section names\n",
    "    doc_types = [x[len('<TYPE>'):] for x in type_pattern.findall(txt)]\n",
    "    # Create a loop to go through each section type and save only the 10-K section in the dictionary\n",
    "    # there is just one 10-K section\n",
    "    for doc_type, doc_start, doc_end in zip(doc_types, doc_start_is, doc_end_is):\n",
    "        if doc_type == '10-K':\n",
    "            return txt[doc_start:doc_end]\n",
    "\n",
    "\n",
    "# Extract text using position dataframe and beautiful soup\n",
    "def beautify_text(txt: str) -> str:\n",
    "    stg_txt = BeautifulSoup(txt, 'lxml')\n",
    "    return stg_txt.get_text('\\n')\n",
    "\n",
    "\n",
    "def extract_text(row: pd.Series, txt: str):\n",
    "    section_txt = txt[row.start:row.sectionEnd].replace('Error! Bookmark not defined.', '')\n",
    "    return beautify_text(section_txt)\n",
    "\n",
    "\n",
    "def extract_section_text(doc: str) -> Dict[str, str]:\n",
    "    # Write the regex\n",
    "    regex = re.compile(r'(>(Item|ITEM)(\\s|&#160;|&nbsp;)(1A|1B|1\\.|7A|7|8)\\.{0,1})|(ITEM\\s(1A|1B|1\\.|7A|7|8))')\n",
    "    # Use finditer to math the regex\n",
    "    matches = regex.finditer(doc)\n",
    "    # Write a for loop to print the matches\n",
    "    # Create the dataframe\n",
    "    item_df = pd.DataFrame([(x.group(), x.start(), x.end()) for x in matches])\n",
    "    item_df.columns = ['item', 'start', 'end']\n",
    "    item_df['item'] = item_df.item.str.lower()\n",
    "\n",
    "    item_df.replace('&#160;', ' ', regex=True, inplace=True)\n",
    "    item_df.replace('&nbsp;', ' ', regex=True, inplace=True)\n",
    "    item_df.replace(' ', '', regex=True, inplace=True)\n",
    "    item_df.replace('\\.', '', regex=True, inplace=True)\n",
    "    item_df.replace('>', '', regex=True, inplace=True)\n",
    "\n",
    "    all_pos_df = item_df.sort_values('start', ascending=True).drop_duplicates(subset=['item'], keep='last').set_index(\n",
    "        'item')\n",
    "    # Add section end using start of next section\n",
    "    all_pos_df['sectionEnd'] = all_pos_df.start.iloc[1:].tolist() + [len(doc)]\n",
    "    # filter to just the sections we care about\n",
    "    pos_df = all_pos_df.loc[['item1', 'item1a', 'item7', 'item7a'], :]\n",
    "    res = dict()\n",
    "    for i, row in pos_df.iterrows():\n",
    "        res[i] = extract_text(row, doc)\n",
    "    return res\n",
    "\n",
    "def extract_first_name(x):\n",
    "    return x[2:x.find(\"'\", x.find(\"'\") + 1)].upper()\n",
    "\n",
    "def load_parse_save(input_file_path: str, output_file_path: str, cik: str, cusip6: str, url: str, name:str) -> None:\n",
    "    with open(input_file_path, 'r') as file:\n",
    "        raw_txt = file.read()\n",
    "    print('Extracting 10-K')\n",
    "    doc = extract_10_k(raw_txt)\n",
    "    print('Parsing relevant sections')\n",
    "    cleaned_json_txt = extract_section_text(doc)\n",
    "    cleaned_json_txt['cik'] = cik\n",
    "    cleaned_json_txt['cusip6'] = cusip6\n",
    "    cleaned_json_txt['source'] = url[:url.rindex('.')] + '-index.htm'\n",
    "    cleaned_json_txt['name'] = extract_first_name(name)\n",
    "    print('Writing clean text to json')\n",
    "    with open(output_file_path, 'w') as json_file:\n",
    "        json.dump(cleaned_json_txt, json_file, indent=4)"
   ],
   "outputs": [],
   "execution_count": 8
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-06-17T01:19:38.342360Z",
     "start_time": "2024-06-17T00:02:30.548290Z"
    }
   },
   "cell_type": "code",
   "source": [
    "url_samp_df = urls_df\n",
    "make_10k_jsons(url_samp_df)"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 3,365 companies to pull filings for\n",
      "=== Downloading 3,365 10K filings ===\n",
      "--- Downloading 1 of 3,365 10K filings for 0\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2 of 3,365 10K filings for 1\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3 of 3,365 10K filings for 2\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 4 of 3,365 10K filings for 3\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 5 of 3,365 10K filings for 4\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 6 of 3,365 10K filings for 5\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 7 of 3,365 10K filings for 6\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 8 of 3,365 10K filings for 7\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item7a'] not in index\"\n",
      "--- Downloading 9 of 3,365 10K filings for 8\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 10 of 3,365 10K filings for 9\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 11 of 3,365 10K filings for 10\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 12 of 3,365 10K filings for 11\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 13 of 3,365 10K filings for 12\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 14 of 3,365 10K filings for 13\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 15 of 3,365 10K filings for 14\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 16 of 3,365 10K filings for 15\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 17 of 3,365 10K filings for 16\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 18 of 3,365 10K filings for 17\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 19 of 3,365 10K filings for 18\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 20 of 3,365 10K filings for 19\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 21 of 3,365 10K filings for 20\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 22 of 3,365 10K filings for 21\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 23 of 3,365 10K filings for 22\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 24 of 3,365 10K filings for 23\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 25 of 3,365 10K filings for 24\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 26 of 3,365 10K filings for 25\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 27 of 3,365 10K filings for 26\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1', 'item1a', 'item7a'] not in index\"\n",
      "--- Downloading 28 of 3,365 10K filings for 27\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 29 of 3,365 10K filings for 28\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 30 of 3,365 10K filings for 29\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 31 of 3,365 10K filings for 30\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 32 of 3,365 10K filings for 31\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 33 of 3,365 10K filings for 32\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 34 of 3,365 10K filings for 33\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 35 of 3,365 10K filings for 34\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 36 of 3,365 10K filings for 35\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
      "--- Downloading 37 of 3,365 10K filings for 36\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 38 of 3,365 10K filings for 37\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 39 of 3,365 10K filings for 38\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 40 of 3,365 10K filings for 39\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 41 of 3,365 10K filings for 40\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 42 of 3,365 10K filings for 41\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 43 of 3,365 10K filings for 42\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1a', 'item7a'] not in index\"\n",
      "--- Downloading 44 of 3,365 10K filings for 43\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 45 of 3,365 10K filings for 44\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 46 of 3,365 10K filings for 45\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 47 of 3,365 10K filings for 46\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 48 of 3,365 10K filings for 47\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 49 of 3,365 10K filings for 48\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 50 of 3,365 10K filings for 49\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 51 of 3,365 10K filings for 50\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 52 of 3,365 10K filings for 51\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 53 of 3,365 10K filings for 52\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 54 of 3,365 10K filings for 53\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1a'] not in index\"\n",
      "--- Downloading 55 of 3,365 10K filings for 54\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 56 of 3,365 10K filings for 55\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 57 of 3,365 10K filings for 56\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 58 of 3,365 10K filings for 57\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 59 of 3,365 10K filings for 58\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 60 of 3,365 10K filings for 59\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 61 of 3,365 10K filings for 60\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 62 of 3,365 10K filings for 61\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 63 of 3,365 10K filings for 62\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 64 of 3,365 10K filings for 63\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item7a'] not in index\"\n",
      "--- Downloading 65 of 3,365 10K filings for 64\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 66 of 3,365 10K filings for 65\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 67 of 3,365 10K filings for 66\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 68 of 3,365 10K filings for 67\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 69 of 3,365 10K filings for 68\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 70 of 3,365 10K filings for 69\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 71 of 3,365 10K filings for 70\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 72 of 3,365 10K filings for 71\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 73 of 3,365 10K filings for 72\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 74 of 3,365 10K filings for 73\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 75 of 3,365 10K filings for 74\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 76 of 3,365 10K filings for 75\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 77 of 3,365 10K filings for 76\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 78 of 3,365 10K filings for 77\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 79 of 3,365 10K filings for 78\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 80 of 3,365 10K filings for 79\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 81 of 3,365 10K filings for 80\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 82 of 3,365 10K filings for 81\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 83 of 3,365 10K filings for 82\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 84 of 3,365 10K filings for 83\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 85 of 3,365 10K filings for 84\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 86 of 3,365 10K filings for 85\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 87 of 3,365 10K filings for 86\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 88 of 3,365 10K filings for 87\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 89 of 3,365 10K filings for 88\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 90 of 3,365 10K filings for 89\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 91 of 3,365 10K filings for 90\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 92 of 3,365 10K filings for 91\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 93 of 3,365 10K filings for 92\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 94 of 3,365 10K filings for 93\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 95 of 3,365 10K filings for 94\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 96 of 3,365 10K filings for 95\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 97 of 3,365 10K filings for 96\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 98 of 3,365 10K filings for 97\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 99 of 3,365 10K filings for 98\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 100 of 3,365 10K filings for 99\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 101 of 3,365 10K filings for 100\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 102 of 3,365 10K filings for 101\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 103 of 3,365 10K filings for 102\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 104 of 3,365 10K filings for 103\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 105 of 3,365 10K filings for 104\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 106 of 3,365 10K filings for 105\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 107 of 3,365 10K filings for 106\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 108 of 3,365 10K filings for 107\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 109 of 3,365 10K filings for 108\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 110 of 3,365 10K filings for 109\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 111 of 3,365 10K filings for 110\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 112 of 3,365 10K filings for 111\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 113 of 3,365 10K filings for 112\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 114 of 3,365 10K filings for 113\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 115 of 3,365 10K filings for 114\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 116 of 3,365 10K filings for 115\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 117 of 3,365 10K filings for 116\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 118 of 3,365 10K filings for 117\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 119 of 3,365 10K filings for 118\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 120 of 3,365 10K filings for 119\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 121 of 3,365 10K filings for 120\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 122 of 3,365 10K filings for 121\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 123 of 3,365 10K filings for 122\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 124 of 3,365 10K filings for 123\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 125 of 3,365 10K filings for 124\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 126 of 3,365 10K filings for 125\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 127 of 3,365 10K filings for 126\n",
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      "--- Downloading 128 of 3,365 10K filings for 127\n",
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      "--- Downloading 129 of 3,365 10K filings for 128\n",
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      "--- Downloading 130 of 3,365 10K filings for 129\n",
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      "--- Downloading 131 of 3,365 10K filings for 130\n",
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      "--- Downloading 132 of 3,365 10K filings for 131\n",
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      "--- Downloading 133 of 3,365 10K filings for 132\n",
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      "--- Downloading 134 of 3,365 10K filings for 133\n",
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      "--- Downloading 135 of 3,365 10K filings for 134\n",
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      "--- Downloading 136 of 3,365 10K filings for 135\n",
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      "--- Downloading 137 of 3,365 10K filings for 136\n",
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      "--- Downloading 138 of 3,365 10K filings for 137\n",
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      "--- Downloading 139 of 3,365 10K filings for 138\n",
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      "--- Downloading 140 of 3,365 10K filings for 139\n",
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      "--- Downloading 141 of 3,365 10K filings for 140\n",
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      "--- Downloading 142 of 3,365 10K filings for 141\n",
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      "--- Downloading 143 of 3,365 10K filings for 142\n",
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      "--- Downloading 144 of 3,365 10K filings for 143\n",
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      "--- Downloading 145 of 3,365 10K filings for 144\n",
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      "--- Downloading 146 of 3,365 10K filings for 145\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 147 of 3,365 10K filings for 146\n",
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      "--- Downloading 148 of 3,365 10K filings for 147\n",
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      "--- Downloading 149 of 3,365 10K filings for 148\n",
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      "--- Downloading 150 of 3,365 10K filings for 149\n",
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      "\"['item7a'] not in index\"\n",
      "--- Downloading 151 of 3,365 10K filings for 150\n",
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      "--- Downloading 152 of 3,365 10K filings for 151\n",
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      "\"['item1'] not in index\"\n",
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      "\"['item1a', 'item7', 'item7a'] not in index\"\n",
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      "--- Downloading 208 of 3,365 10K filings for 207\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "--- Downloading 214 of 3,365 10K filings for 213\n",
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      "--- Downloading 217 of 3,365 10K filings for 216\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 220 of 3,365 10K filings for 219\n",
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      "--- Downloading 221 of 3,365 10K filings for 220\n",
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      "--- Downloading 223 of 3,365 10K filings for 222\n",
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      "--- Downloading 224 of 3,365 10K filings for 223\n",
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      "--- Downloading 225 of 3,365 10K filings for 224\n",
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      "--- Downloading 226 of 3,365 10K filings for 225\n",
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      "--- Downloading 227 of 3,365 10K filings for 226\n",
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      "--- Downloading 229 of 3,365 10K filings for 228\n",
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      "--- Downloading 230 of 3,365 10K filings for 229\n",
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      "--- Downloading 231 of 3,365 10K filings for 230\n",
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      "--- Downloading 232 of 3,365 10K filings for 231\n",
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      "--- Downloading 233 of 3,365 10K filings for 232\n",
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      "Writing clean text to json\n",
      "--- Downloading 234 of 3,365 10K filings for 233\n",
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      "--- Downloading 235 of 3,365 10K filings for 234\n",
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      "--- Downloading 236 of 3,365 10K filings for 235\n",
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      "--- Downloading 237 of 3,365 10K filings for 236\n",
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      "--- Downloading 238 of 3,365 10K filings for 237\n",
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      "--- Downloading 239 of 3,365 10K filings for 238\n",
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      "--- Downloading 240 of 3,365 10K filings for 239\n",
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      "--- Downloading 241 of 3,365 10K filings for 240\n",
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      "--- Downloading 242 of 3,365 10K filings for 241\n",
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      "--- Downloading 243 of 3,365 10K filings for 242\n",
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      "--- Downloading 244 of 3,365 10K filings for 243\n",
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      "Writing clean text to json\n",
      "--- Downloading 245 of 3,365 10K filings for 244\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 246 of 3,365 10K filings for 245\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 247 of 3,365 10K filings for 246\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 248 of 3,365 10K filings for 247\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
      "--- Downloading 249 of 3,365 10K filings for 248\n",
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      "--- Downloading 250 of 3,365 10K filings for 249\n",
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      "--- Downloading 251 of 3,365 10K filings for 250\n",
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      "--- Downloading 252 of 3,365 10K filings for 251\n",
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      "--- Downloading 253 of 3,365 10K filings for 252\n",
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      "--- Downloading 254 of 3,365 10K filings for 253\n",
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      "--- Downloading 255 of 3,365 10K filings for 254\n",
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      "--- Downloading 256 of 3,365 10K filings for 255\n",
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      "--- Downloading 257 of 3,365 10K filings for 256\n",
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      "--- Downloading 259 of 3,365 10K filings for 258\n",
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      "--- Downloading 260 of 3,365 10K filings for 259\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 261 of 3,365 10K filings for 260\n",
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      "--- Downloading 262 of 3,365 10K filings for 261\n",
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      "--- Downloading 263 of 3,365 10K filings for 262\n",
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      "--- Downloading 264 of 3,365 10K filings for 263\n",
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      "--- Downloading 265 of 3,365 10K filings for 264\n",
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      "--- Downloading 267 of 3,365 10K filings for 266\n",
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      "--- Downloading 268 of 3,365 10K filings for 267\n",
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      "--- Downloading 269 of 3,365 10K filings for 268\n",
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      "--- Downloading 270 of 3,365 10K filings for 269\n",
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      "--- Downloading 271 of 3,365 10K filings for 270\n",
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      "--- Downloading 272 of 3,365 10K filings for 271\n",
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      "--- Downloading 273 of 3,365 10K filings for 272\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 274 of 3,365 10K filings for 273\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 275 of 3,365 10K filings for 274\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 276 of 3,365 10K filings for 275\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 277 of 3,365 10K filings for 276\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 278 of 3,365 10K filings for 277\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 279 of 3,365 10K filings for 278\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 280 of 3,365 10K filings for 279\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 281 of 3,365 10K filings for 280\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 282 of 3,365 10K filings for 281\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 283 of 3,365 10K filings for 282\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 284 of 3,365 10K filings for 283\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 285 of 3,365 10K filings for 284\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 286 of 3,365 10K filings for 285\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 287 of 3,365 10K filings for 286\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 288 of 3,365 10K filings for 287\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 289 of 3,365 10K filings for 288\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 290 of 3,365 10K filings for 289\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 291 of 3,365 10K filings for 290\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 292 of 3,365 10K filings for 291\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 293 of 3,365 10K filings for 292\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 294 of 3,365 10K filings for 293\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 295 of 3,365 10K filings for 294\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 296 of 3,365 10K filings for 295\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 297 of 3,365 10K filings for 296\n",
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      "Parsing relevant sections\n",
      "\"['item7a'] not in index\"\n",
      "--- Downloading 298 of 3,365 10K filings for 297\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 299 of 3,365 10K filings for 298\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 300 of 3,365 10K filings for 299\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 301 of 3,365 10K filings for 300\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 302 of 3,365 10K filings for 301\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 303 of 3,365 10K filings for 302\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 304 of 3,365 10K filings for 303\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 305 of 3,365 10K filings for 304\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 306 of 3,365 10K filings for 305\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 307 of 3,365 10K filings for 306\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item7', 'item7a'] not in index\"\n",
      "--- Downloading 308 of 3,365 10K filings for 307\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 309 of 3,365 10K filings for 308\n",
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      "--- Downloading 310 of 3,365 10K filings for 309\n",
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      "--- Downloading 311 of 3,365 10K filings for 310\n",
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      "--- Downloading 312 of 3,365 10K filings for 311\n",
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      "--- Downloading 313 of 3,365 10K filings for 312\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 314 of 3,365 10K filings for 313\n",
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      "--- Downloading 315 of 3,365 10K filings for 314\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 316 of 3,365 10K filings for 315\n",
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      "--- Downloading 317 of 3,365 10K filings for 316\n",
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      "--- Downloading 318 of 3,365 10K filings for 317\n",
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      "--- Downloading 319 of 3,365 10K filings for 318\n",
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      "--- Downloading 320 of 3,365 10K filings for 319\n",
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      "--- Downloading 321 of 3,365 10K filings for 320\n",
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      "--- Downloading 322 of 3,365 10K filings for 321\n",
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      "--- Downloading 323 of 3,365 10K filings for 322\n",
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      "--- Downloading 324 of 3,365 10K filings for 323\n",
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      "--- Downloading 325 of 3,365 10K filings for 324\n",
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      "--- Downloading 326 of 3,365 10K filings for 325\n",
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      "--- Downloading 327 of 3,365 10K filings for 326\n",
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      "--- Downloading 328 of 3,365 10K filings for 327\n",
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      "--- Downloading 329 of 3,365 10K filings for 328\n",
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      "--- Downloading 330 of 3,365 10K filings for 329\n",
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      "--- Downloading 331 of 3,365 10K filings for 330\n",
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      "--- Downloading 332 of 3,365 10K filings for 331\n",
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      "--- Downloading 333 of 3,365 10K filings for 332\n",
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      "--- Downloading 334 of 3,365 10K filings for 333\n",
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      "--- Downloading 335 of 3,365 10K filings for 334\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 336 of 3,365 10K filings for 335\n",
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      "--- Downloading 337 of 3,365 10K filings for 336\n",
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      "--- Downloading 338 of 3,365 10K filings for 337\n",
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      "--- Downloading 339 of 3,365 10K filings for 338\n",
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      "\"['item7a'] not in index\"\n",
      "--- Downloading 340 of 3,365 10K filings for 339\n",
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      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
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      "--- Downloading 348 of 3,365 10K filings for 347\n",
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      "\"['item1a'] not in index\"\n",
      "--- Downloading 349 of 3,365 10K filings for 348\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 350 of 3,365 10K filings for 349\n",
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      "--- Downloading 357 of 3,365 10K filings for 356\n",
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      "--- Downloading 360 of 3,365 10K filings for 359\n",
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      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 361 of 3,365 10K filings for 360\n",
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      "--- Downloading 362 of 3,365 10K filings for 361\n",
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      "--- Downloading 364 of 3,365 10K filings for 363\n",
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      "--- Downloading 365 of 3,365 10K filings for 364\n",
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      "--- Downloading 369 of 3,365 10K filings for 368\n",
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      "\"['item1a'] not in index\"\n",
      "--- Downloading 370 of 3,365 10K filings for 369\n",
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      "--- Downloading 371 of 3,365 10K filings for 370\n",
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      "--- Downloading 372 of 3,365 10K filings for 371\n",
      "Extracting 10-K\n",
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      "--- Downloading 373 of 3,365 10K filings for 372\n",
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      "--- Downloading 374 of 3,365 10K filings for 373\n",
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      "--- Downloading 375 of 3,365 10K filings for 374\n",
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      "--- Downloading 376 of 3,365 10K filings for 375\n",
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      "--- Downloading 377 of 3,365 10K filings for 376\n",
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      "--- Downloading 378 of 3,365 10K filings for 377\n",
      "Extracting 10-K\n",
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      "--- Downloading 379 of 3,365 10K filings for 378\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 380 of 3,365 10K filings for 379\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 381 of 3,365 10K filings for 380\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 382 of 3,365 10K filings for 381\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 383 of 3,365 10K filings for 382\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 384 of 3,365 10K filings for 383\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 385 of 3,365 10K filings for 384\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 386 of 3,365 10K filings for 385\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 387 of 3,365 10K filings for 386\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 388 of 3,365 10K filings for 387\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 389 of 3,365 10K filings for 388\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 390 of 3,365 10K filings for 389\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 391 of 3,365 10K filings for 390\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 392 of 3,365 10K filings for 391\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 393 of 3,365 10K filings for 392\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 394 of 3,365 10K filings for 393\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 395 of 3,365 10K filings for 394\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 396 of 3,365 10K filings for 395\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 397 of 3,365 10K filings for 396\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 398 of 3,365 10K filings for 397\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 399 of 3,365 10K filings for 398\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 400 of 3,365 10K filings for 399\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 401 of 3,365 10K filings for 400\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 402 of 3,365 10K filings for 401\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 403 of 3,365 10K filings for 402\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 404 of 3,365 10K filings for 403\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1', 'item1a'] not in index\"\n",
      "--- Downloading 405 of 3,365 10K filings for 404\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 406 of 3,365 10K filings for 405\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 407 of 3,365 10K filings for 406\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 408 of 3,365 10K filings for 407\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 409 of 3,365 10K filings for 408\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 410 of 3,365 10K filings for 409\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 411 of 3,365 10K filings for 410\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 412 of 3,365 10K filings for 411\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 413 of 3,365 10K filings for 412\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 414 of 3,365 10K filings for 413\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 415 of 3,365 10K filings for 414\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 416 of 3,365 10K filings for 415\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 417 of 3,365 10K filings for 416\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 418 of 3,365 10K filings for 417\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 419 of 3,365 10K filings for 418\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 420 of 3,365 10K filings for 419\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 421 of 3,365 10K filings for 420\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 422 of 3,365 10K filings for 421\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 423 of 3,365 10K filings for 422\n",
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      "--- Downloading 424 of 3,365 10K filings for 423\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 425 of 3,365 10K filings for 424\n",
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      "Writing clean text to json\n",
      "--- Downloading 426 of 3,365 10K filings for 425\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 427 of 3,365 10K filings for 426\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 428 of 3,365 10K filings for 427\n",
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      "--- Downloading 429 of 3,365 10K filings for 428\n",
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      "--- Downloading 430 of 3,365 10K filings for 429\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 431 of 3,365 10K filings for 430\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 432 of 3,365 10K filings for 431\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 433 of 3,365 10K filings for 432\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 434 of 3,365 10K filings for 433\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 435 of 3,365 10K filings for 434\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item7a'] not in index\"\n",
      "--- Downloading 436 of 3,365 10K filings for 435\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 437 of 3,365 10K filings for 436\n",
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      "--- Downloading 438 of 3,365 10K filings for 437\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 439 of 3,365 10K filings for 438\n",
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      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 440 of 3,365 10K filings for 439\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 441 of 3,365 10K filings for 440\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 442 of 3,365 10K filings for 441\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 443 of 3,365 10K filings for 442\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 444 of 3,365 10K filings for 443\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 445 of 3,365 10K filings for 444\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 446 of 3,365 10K filings for 445\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 447 of 3,365 10K filings for 446\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
      "--- Downloading 448 of 3,365 10K filings for 447\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 449 of 3,365 10K filings for 448\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 450 of 3,365 10K filings for 449\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 451 of 3,365 10K filings for 450\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 452 of 3,365 10K filings for 451\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 453 of 3,365 10K filings for 452\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 454 of 3,365 10K filings for 453\n",
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      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 455 of 3,365 10K filings for 454\n",
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      "--- Downloading 456 of 3,365 10K filings for 455\n",
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      "--- Downloading 457 of 3,365 10K filings for 456\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 458 of 3,365 10K filings for 457\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 459 of 3,365 10K filings for 458\n",
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      "--- Downloading 460 of 3,365 10K filings for 459\n",
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      "Writing clean text to json\n",
      "--- Downloading 461 of 3,365 10K filings for 460\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 462 of 3,365 10K filings for 461\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 463 of 3,365 10K filings for 462\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 464 of 3,365 10K filings for 463\n",
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      "--- Downloading 465 of 3,365 10K filings for 464\n",
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      "--- Downloading 466 of 3,365 10K filings for 465\n",
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      "--- Downloading 467 of 3,365 10K filings for 466\n",
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      "--- Downloading 468 of 3,365 10K filings for 467\n",
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      "--- Downloading 469 of 3,365 10K filings for 468\n",
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      "--- Downloading 470 of 3,365 10K filings for 469\n",
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      "--- Downloading 472 of 3,365 10K filings for 471\n",
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      "--- Downloading 473 of 3,365 10K filings for 472\n",
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      "--- Downloading 474 of 3,365 10K filings for 473\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 475 of 3,365 10K filings for 474\n",
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      "Writing clean text to json\n",
      "--- Downloading 476 of 3,365 10K filings for 475\n",
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      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 477 of 3,365 10K filings for 476\n",
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      "--- Downloading 478 of 3,365 10K filings for 477\n",
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      "--- Downloading 481 of 3,365 10K filings for 480\n",
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      "--- Downloading 482 of 3,365 10K filings for 481\n",
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      "--- Downloading 483 of 3,365 10K filings for 482\n",
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      "--- Downloading 486 of 3,365 10K filings for 485\n",
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      "--- Downloading 487 of 3,365 10K filings for 486\n",
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      "--- Downloading 488 of 3,365 10K filings for 487\n",
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      "--- Downloading 489 of 3,365 10K filings for 488\n",
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      "--- Downloading 490 of 3,365 10K filings for 489\n",
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      "--- Downloading 491 of 3,365 10K filings for 490\n",
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      "--- Downloading 493 of 3,365 10K filings for 492\n",
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      "--- Downloading 494 of 3,365 10K filings for 493\n",
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      "Writing clean text to json\n",
      "--- Downloading 495 of 3,365 10K filings for 494\n",
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      "--- Downloading 496 of 3,365 10K filings for 495\n",
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      "--- Downloading 497 of 3,365 10K filings for 496\n",
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      "--- Downloading 498 of 3,365 10K filings for 497\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 500 of 3,365 10K filings for 499\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 501 of 3,365 10K filings for 500\n",
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      "--- Downloading 502 of 3,365 10K filings for 501\n",
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      "--- Downloading 503 of 3,365 10K filings for 502\n",
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      "--- Downloading 504 of 3,365 10K filings for 503\n",
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      "--- Downloading 505 of 3,365 10K filings for 504\n",
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      "--- Downloading 506 of 3,365 10K filings for 505\n",
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      "--- Downloading 507 of 3,365 10K filings for 506\n",
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      "--- Downloading 508 of 3,365 10K filings for 507\n",
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      "--- Downloading 509 of 3,365 10K filings for 508\n",
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      "--- Downloading 510 of 3,365 10K filings for 509\n",
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      "--- Downloading 511 of 3,365 10K filings for 510\n",
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      "--- Downloading 512 of 3,365 10K filings for 511\n",
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      "--- Downloading 513 of 3,365 10K filings for 512\n",
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      "--- Downloading 514 of 3,365 10K filings for 513\n",
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      "Writing clean text to json\n",
      "--- Downloading 515 of 3,365 10K filings for 514\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 516 of 3,365 10K filings for 515\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 517 of 3,365 10K filings for 516\n",
      "Extracting 10-K\n",
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      "--- Downloading 518 of 3,365 10K filings for 517\n",
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      "Writing clean text to json\n",
      "--- Downloading 519 of 3,365 10K filings for 518\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 520 of 3,365 10K filings for 519\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 521 of 3,365 10K filings for 520\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 522 of 3,365 10K filings for 521\n",
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      "Writing clean text to json\n",
      "--- Downloading 523 of 3,365 10K filings for 522\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 524 of 3,365 10K filings for 523\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 525 of 3,365 10K filings for 524\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item7a'] not in index\"\n",
      "--- Downloading 526 of 3,365 10K filings for 525\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 527 of 3,365 10K filings for 526\n",
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      "Writing clean text to json\n",
      "--- Downloading 528 of 3,365 10K filings for 527\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 529 of 3,365 10K filings for 528\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 530 of 3,365 10K filings for 529\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 531 of 3,365 10K filings for 530\n",
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      "--- Downloading 532 of 3,365 10K filings for 531\n",
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      "Writing clean text to json\n",
      "--- Downloading 533 of 3,365 10K filings for 532\n",
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      "Writing clean text to json\n",
      "--- Downloading 534 of 3,365 10K filings for 533\n",
      "Extracting 10-K\n",
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      "--- Downloading 535 of 3,365 10K filings for 534\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 536 of 3,365 10K filings for 535\n",
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      "Writing clean text to json\n",
      "--- Downloading 537 of 3,365 10K filings for 536\n",
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      "--- Downloading 538 of 3,365 10K filings for 537\n",
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      "Writing clean text to json\n",
      "--- Downloading 539 of 3,365 10K filings for 538\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 540 of 3,365 10K filings for 539\n",
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      "--- Downloading 541 of 3,365 10K filings for 540\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 542 of 3,365 10K filings for 541\n",
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      "Writing clean text to json\n",
      "--- Downloading 543 of 3,365 10K filings for 542\n",
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      "Writing clean text to json\n",
      "--- Downloading 544 of 3,365 10K filings for 543\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 545 of 3,365 10K filings for 544\n",
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      "--- Downloading 546 of 3,365 10K filings for 545\n",
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      "--- Downloading 547 of 3,365 10K filings for 546\n",
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      "Writing clean text to json\n",
      "--- Downloading 548 of 3,365 10K filings for 547\n",
      "Extracting 10-K\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 549 of 3,365 10K filings for 548\n",
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      "Writing clean text to json\n",
      "--- Downloading 550 of 3,365 10K filings for 549\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 551 of 3,365 10K filings for 550\n",
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      "--- Downloading 552 of 3,365 10K filings for 551\n",
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      "--- Downloading 553 of 3,365 10K filings for 552\n",
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      "--- Downloading 554 of 3,365 10K filings for 553\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 555 of 3,365 10K filings for 554\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 556 of 3,365 10K filings for 555\n",
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      "Writing clean text to json\n",
      "--- Downloading 557 of 3,365 10K filings for 556\n",
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      "Writing clean text to json\n",
      "--- Downloading 558 of 3,365 10K filings for 557\n",
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      "--- Downloading 559 of 3,365 10K filings for 558\n",
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      "--- Downloading 560 of 3,365 10K filings for 559\n",
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      "--- Downloading 561 of 3,365 10K filings for 560\n",
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      "--- Downloading 562 of 3,365 10K filings for 561\n",
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      "--- Downloading 563 of 3,365 10K filings for 562\n",
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      "Writing clean text to json\n",
      "--- Downloading 564 of 3,365 10K filings for 563\n",
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      "--- Downloading 565 of 3,365 10K filings for 564\n",
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      "\"['item7a'] not in index\"\n",
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      "\"['item1', 'item1a', 'item7'] not in index\"\n",
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      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
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      "--- Downloading 656 of 3,365 10K filings for 655\n",
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      "--- Downloading 665 of 3,365 10K filings for 664\n",
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      "--- Downloading 666 of 3,365 10K filings for 665\n",
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      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
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      "--- Downloading 673 of 3,365 10K filings for 672\n",
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      "--- Downloading 676 of 3,365 10K filings for 675\n",
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      "--- Downloading 677 of 3,365 10K filings for 676\n",
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      "--- Downloading 678 of 3,365 10K filings for 677\n",
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      "--- Downloading 681 of 3,365 10K filings for 680\n",
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      "--- Downloading 682 of 3,365 10K filings for 681\n",
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      "--- Downloading 683 of 3,365 10K filings for 682\n",
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      "--- Downloading 684 of 3,365 10K filings for 683\n",
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      "--- Downloading 685 of 3,365 10K filings for 684\n",
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      "--- Downloading 686 of 3,365 10K filings for 685\n",
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      "--- Downloading 687 of 3,365 10K filings for 686\n",
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      "--- Downloading 688 of 3,365 10K filings for 687\n",
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      "--- Downloading 689 of 3,365 10K filings for 688\n",
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      "--- Downloading 690 of 3,365 10K filings for 689\n",
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      "--- Downloading 691 of 3,365 10K filings for 690\n",
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      "--- Downloading 692 of 3,365 10K filings for 691\n",
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      "--- Downloading 693 of 3,365 10K filings for 692\n",
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      "--- Downloading 694 of 3,365 10K filings for 693\n",
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      "--- Downloading 695 of 3,365 10K filings for 694\n",
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      "--- Downloading 696 of 3,365 10K filings for 695\n",
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      "--- Downloading 697 of 3,365 10K filings for 696\n",
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      "--- Downloading 698 of 3,365 10K filings for 697\n",
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      "--- Downloading 699 of 3,365 10K filings for 698\n",
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      "--- Downloading 700 of 3,365 10K filings for 699\n",
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      "--- Downloading 701 of 3,365 10K filings for 700\n",
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      "--- Downloading 702 of 3,365 10K filings for 701\n",
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      "--- Downloading 703 of 3,365 10K filings for 702\n",
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      "--- Downloading 704 of 3,365 10K filings for 703\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 705 of 3,365 10K filings for 704\n",
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      "--- Downloading 706 of 3,365 10K filings for 705\n",
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      "--- Downloading 707 of 3,365 10K filings for 706\n",
      "Extracting 10-K\n",
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      "\"['item1a', 'item7a'] not in index\"\n",
      "--- Downloading 708 of 3,365 10K filings for 707\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 711 of 3,365 10K filings for 710\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 715 of 3,365 10K filings for 714\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
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      "--- Downloading 725 of 3,365 10K filings for 724\n",
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      "--- Downloading 727 of 3,365 10K filings for 726\n",
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      "--- Downloading 728 of 3,365 10K filings for 727\n",
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      "--- Downloading 729 of 3,365 10K filings for 728\n",
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      "--- Downloading 731 of 3,365 10K filings for 730\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 737 of 3,365 10K filings for 736\n",
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      "\"['item1a', 'item7a'] not in index\"\n",
      "--- Downloading 738 of 3,365 10K filings for 737\n",
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      "--- Downloading 740 of 3,365 10K filings for 739\n",
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      "--- Downloading 745 of 3,365 10K filings for 744\n",
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      "--- Downloading 746 of 3,365 10K filings for 745\n",
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      "--- Downloading 747 of 3,365 10K filings for 746\n",
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      "--- Downloading 748 of 3,365 10K filings for 747\n",
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      "--- Downloading 751 of 3,365 10K filings for 750\n",
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      "--- Downloading 752 of 3,365 10K filings for 751\n",
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      "\"['item1a', 'item7a'] not in index\"\n",
      "--- Downloading 753 of 3,365 10K filings for 752\n",
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      "--- Downloading 755 of 3,365 10K filings for 754\n",
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      "--- Downloading 757 of 3,365 10K filings for 756\n",
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      "Writing clean text to json\n",
      "--- Downloading 758 of 3,365 10K filings for 757\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 762 of 3,365 10K filings for 761\n",
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      "--- Downloading 764 of 3,365 10K filings for 763\n",
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      "--- Downloading 765 of 3,365 10K filings for 764\n",
      "Extracting 10-K\n",
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      "--- Downloading 766 of 3,365 10K filings for 765\n",
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      "--- Downloading 767 of 3,365 10K filings for 766\n",
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      "--- Downloading 768 of 3,365 10K filings for 767\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 770 of 3,365 10K filings for 769\n",
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      "--- Downloading 771 of 3,365 10K filings for 770\n",
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      "\"['item1'] not in index\"\n",
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      "Writing clean text to json\n",
      "--- Downloading 773 of 3,365 10K filings for 772\n",
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      "--- Downloading 774 of 3,365 10K filings for 773\n",
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      "--- Downloading 775 of 3,365 10K filings for 774\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 776 of 3,365 10K filings for 775\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 777 of 3,365 10K filings for 776\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1', 'item7'] not in index\"\n",
      "--- Downloading 778 of 3,365 10K filings for 777\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 779 of 3,365 10K filings for 778\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 780 of 3,365 10K filings for 779\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 781 of 3,365 10K filings for 780\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
      "--- Downloading 782 of 3,365 10K filings for 781\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 783 of 3,365 10K filings for 782\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 784 of 3,365 10K filings for 783\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 785 of 3,365 10K filings for 784\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 786 of 3,365 10K filings for 785\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 787 of 3,365 10K filings for 786\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 788 of 3,365 10K filings for 787\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 789 of 3,365 10K filings for 788\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 790 of 3,365 10K filings for 789\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 791 of 3,365 10K filings for 790\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 792 of 3,365 10K filings for 791\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 793 of 3,365 10K filings for 792\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 794 of 3,365 10K filings for 793\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 795 of 3,365 10K filings for 794\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 796 of 3,365 10K filings for 795\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 797 of 3,365 10K filings for 796\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 798 of 3,365 10K filings for 797\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 799 of 3,365 10K filings for 798\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 800 of 3,365 10K filings for 799\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 801 of 3,365 10K filings for 800\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 802 of 3,365 10K filings for 801\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 803 of 3,365 10K filings for 802\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 804 of 3,365 10K filings for 803\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 805 of 3,365 10K filings for 804\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 806 of 3,365 10K filings for 805\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 807 of 3,365 10K filings for 806\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 808 of 3,365 10K filings for 807\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 809 of 3,365 10K filings for 808\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 810 of 3,365 10K filings for 809\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 811 of 3,365 10K filings for 810\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 812 of 3,365 10K filings for 811\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 813 of 3,365 10K filings for 812\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 814 of 3,365 10K filings for 813\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 815 of 3,365 10K filings for 814\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 816 of 3,365 10K filings for 815\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 817 of 3,365 10K filings for 816\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 818 of 3,365 10K filings for 817\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 819 of 3,365 10K filings for 818\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 820 of 3,365 10K filings for 819\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 821 of 3,365 10K filings for 820\n",
      "Extracting 10-K\n",
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      "--- Downloading 822 of 3,365 10K filings for 821\n",
      "Extracting 10-K\n",
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      "--- Downloading 823 of 3,365 10K filings for 822\n",
      "Extracting 10-K\n",
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      "--- Downloading 824 of 3,365 10K filings for 823\n",
      "Extracting 10-K\n",
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      "--- Downloading 825 of 3,365 10K filings for 824\n",
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      "--- Downloading 826 of 3,365 10K filings for 825\n",
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      "--- Downloading 827 of 3,365 10K filings for 826\n",
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      "--- Downloading 828 of 3,365 10K filings for 827\n",
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      "--- Downloading 829 of 3,365 10K filings for 828\n",
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      "--- Downloading 830 of 3,365 10K filings for 829\n",
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      "--- Downloading 831 of 3,365 10K filings for 830\n",
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      "--- Downloading 832 of 3,365 10K filings for 831\n",
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      "--- Downloading 833 of 3,365 10K filings for 832\n",
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      "--- Downloading 834 of 3,365 10K filings for 833\n",
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      "--- Downloading 835 of 3,365 10K filings for 834\n",
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      "--- Downloading 836 of 3,365 10K filings for 835\n",
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      "--- Downloading 837 of 3,365 10K filings for 836\n",
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      "--- Downloading 838 of 3,365 10K filings for 837\n",
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      "--- Downloading 839 of 3,365 10K filings for 838\n",
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      "--- Downloading 840 of 3,365 10K filings for 839\n",
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      "--- Downloading 841 of 3,365 10K filings for 840\n",
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      "--- Downloading 842 of 3,365 10K filings for 841\n",
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      "--- Downloading 846 of 3,365 10K filings for 845\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "--- Downloading 1,130 of 3,365 10K filings for 1129\n",
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      "--- Downloading 1,131 of 3,365 10K filings for 1130\n",
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      "--- Downloading 1,132 of 3,365 10K filings for 1131\n",
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      "--- Downloading 1,133 of 3,365 10K filings for 1132\n",
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      "--- Downloading 1,134 of 3,365 10K filings for 1133\n",
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      "--- Downloading 1,135 of 3,365 10K filings for 1134\n",
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      "--- Downloading 1,136 of 3,365 10K filings for 1135\n",
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      "--- Downloading 1,137 of 3,365 10K filings for 1136\n",
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      "--- Downloading 1,138 of 3,365 10K filings for 1137\n",
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      "--- Downloading 1,139 of 3,365 10K filings for 1138\n",
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      "--- Downloading 1,140 of 3,365 10K filings for 1139\n",
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      "--- Downloading 1,141 of 3,365 10K filings for 1140\n",
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      "--- Downloading 1,142 of 3,365 10K filings for 1141\n",
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      "--- Downloading 1,143 of 3,365 10K filings for 1142\n",
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      "--- Downloading 1,144 of 3,365 10K filings for 1143\n",
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      "--- Downloading 1,145 of 3,365 10K filings for 1144\n",
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      "--- Downloading 1,147 of 3,365 10K filings for 1146\n",
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      "--- Downloading 1,148 of 3,365 10K filings for 1147\n",
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      "\"['item1a'] not in index\"\n",
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      "--- Downloading 1,150 of 3,365 10K filings for 1149\n",
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      "--- Downloading 1,151 of 3,365 10K filings for 1150\n",
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      "--- Downloading 1,152 of 3,365 10K filings for 1151\n",
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      "--- Downloading 1,156 of 3,365 10K filings for 1155\n",
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      "--- Downloading 1,157 of 3,365 10K filings for 1156\n",
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      "--- Downloading 1,158 of 3,365 10K filings for 1157\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 1,159 of 3,365 10K filings for 1158\n",
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      "--- Downloading 1,160 of 3,365 10K filings for 1159\n",
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      "--- Downloading 1,161 of 3,365 10K filings for 1160\n",
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      "--- Downloading 1,162 of 3,365 10K filings for 1161\n",
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      "--- Downloading 1,163 of 3,365 10K filings for 1162\n",
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      "--- Downloading 1,164 of 3,365 10K filings for 1163\n",
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      "--- Downloading 1,165 of 3,365 10K filings for 1164\n",
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      "--- Downloading 1,166 of 3,365 10K filings for 1165\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 1,167 of 3,365 10K filings for 1166\n",
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      "--- Downloading 1,169 of 3,365 10K filings for 1168\n",
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      "--- Downloading 1,170 of 3,365 10K filings for 1169\n",
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      "--- Downloading 1,171 of 3,365 10K filings for 1170\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 1,174 of 3,365 10K filings for 1173\n",
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      "--- Downloading 1,175 of 3,365 10K filings for 1174\n",
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      "--- Downloading 1,176 of 3,365 10K filings for 1175\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 1,177 of 3,365 10K filings for 1176\n",
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      "--- Downloading 1,179 of 3,365 10K filings for 1178\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 1,180 of 3,365 10K filings for 1179\n",
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      "--- Downloading 1,182 of 3,365 10K filings for 1181\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 1,183 of 3,365 10K filings for 1182\n",
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      "--- Downloading 1,185 of 3,365 10K filings for 1184\n",
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      "--- Downloading 1,186 of 3,365 10K filings for 1185\n",
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      "--- Downloading 1,187 of 3,365 10K filings for 1186\n",
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      "--- Downloading 1,188 of 3,365 10K filings for 1187\n",
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      "--- Downloading 1,189 of 3,365 10K filings for 1188\n",
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      "--- Downloading 1,190 of 3,365 10K filings for 1189\n",
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      "--- Downloading 1,191 of 3,365 10K filings for 1190\n",
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      "--- Downloading 1,192 of 3,365 10K filings for 1191\n",
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      "--- Downloading 1,193 of 3,365 10K filings for 1192\n",
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      "--- Downloading 1,194 of 3,365 10K filings for 1193\n",
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      "--- Downloading 1,195 of 3,365 10K filings for 1194\n",
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      "--- Downloading 1,196 of 3,365 10K filings for 1195\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 1,197 of 3,365 10K filings for 1196\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,198 of 3,365 10K filings for 1197\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,199 of 3,365 10K filings for 1198\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,200 of 3,365 10K filings for 1199\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,201 of 3,365 10K filings for 1200\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,202 of 3,365 10K filings for 1201\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,203 of 3,365 10K filings for 1202\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,204 of 3,365 10K filings for 1203\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,205 of 3,365 10K filings for 1204\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1', 'item7', 'item7a'] not in index\"\n",
      "--- Downloading 1,206 of 3,365 10K filings for 1205\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1', 'item1a', 'item7a'] not in index\"\n",
      "--- Downloading 1,207 of 3,365 10K filings for 1206\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,208 of 3,365 10K filings for 1207\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
      "--- Downloading 1,209 of 3,365 10K filings for 1208\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,210 of 3,365 10K filings for 1209\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1a'] not in index\"\n",
      "--- Downloading 1,211 of 3,365 10K filings for 1210\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,212 of 3,365 10K filings for 1211\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,213 of 3,365 10K filings for 1212\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,214 of 3,365 10K filings for 1213\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,215 of 3,365 10K filings for 1214\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,216 of 3,365 10K filings for 1215\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,217 of 3,365 10K filings for 1216\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,218 of 3,365 10K filings for 1217\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,219 of 3,365 10K filings for 1218\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,220 of 3,365 10K filings for 1219\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,221 of 3,365 10K filings for 1220\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,222 of 3,365 10K filings for 1221\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,223 of 3,365 10K filings for 1222\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,224 of 3,365 10K filings for 1223\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,225 of 3,365 10K filings for 1224\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,226 of 3,365 10K filings for 1225\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,227 of 3,365 10K filings for 1226\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,228 of 3,365 10K filings for 1227\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,229 of 3,365 10K filings for 1228\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 1,230 of 3,365 10K filings for 1229\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,231 of 3,365 10K filings for 1230\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,232 of 3,365 10K filings for 1231\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,233 of 3,365 10K filings for 1232\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,234 of 3,365 10K filings for 1233\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,235 of 3,365 10K filings for 1234\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,236 of 3,365 10K filings for 1235\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,237 of 3,365 10K filings for 1236\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,238 of 3,365 10K filings for 1237\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,239 of 3,365 10K filings for 1238\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,240 of 3,365 10K filings for 1239\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,241 of 3,365 10K filings for 1240\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,242 of 3,365 10K filings for 1241\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,243 of 3,365 10K filings for 1242\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,244 of 3,365 10K filings for 1243\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,245 of 3,365 10K filings for 1244\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,246 of 3,365 10K filings for 1245\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1', 'item7', 'item7a'] not in index\"\n",
      "--- Downloading 1,247 of 3,365 10K filings for 1246\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,248 of 3,365 10K filings for 1247\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 1,249 of 3,365 10K filings for 1248\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1', 'item7', 'item7a'] not in index\"\n",
      "--- Downloading 1,250 of 3,365 10K filings for 1249\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,251 of 3,365 10K filings for 1250\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 1,252 of 3,365 10K filings for 1251\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,253 of 3,365 10K filings for 1252\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,254 of 3,365 10K filings for 1253\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,255 of 3,365 10K filings for 1254\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,256 of 3,365 10K filings for 1255\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,257 of 3,365 10K filings for 1256\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,258 of 3,365 10K filings for 1257\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,259 of 3,365 10K filings for 1258\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,260 of 3,365 10K filings for 1259\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,261 of 3,365 10K filings for 1260\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,262 of 3,365 10K filings for 1261\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,263 of 3,365 10K filings for 1262\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 1,264 of 3,365 10K filings for 1263\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,265 of 3,365 10K filings for 1264\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,266 of 3,365 10K filings for 1265\n",
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      "--- Downloading 1,267 of 3,365 10K filings for 1266\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,268 of 3,365 10K filings for 1267\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,269 of 3,365 10K filings for 1268\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,270 of 3,365 10K filings for 1269\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,271 of 3,365 10K filings for 1270\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,272 of 3,365 10K filings for 1271\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,273 of 3,365 10K filings for 1272\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,274 of 3,365 10K filings for 1273\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,275 of 3,365 10K filings for 1274\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,276 of 3,365 10K filings for 1275\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,277 of 3,365 10K filings for 1276\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 1,278 of 3,365 10K filings for 1277\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,279 of 3,365 10K filings for 1278\n",
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      "\"['item1a'] not in index\"\n",
      "--- Downloading 1,280 of 3,365 10K filings for 1279\n",
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      "--- Downloading 1,281 of 3,365 10K filings for 1280\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,282 of 3,365 10K filings for 1281\n",
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      "--- Downloading 1,283 of 3,365 10K filings for 1282\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,284 of 3,365 10K filings for 1283\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 1,285 of 3,365 10K filings for 1284\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,286 of 3,365 10K filings for 1285\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,287 of 3,365 10K filings for 1286\n",
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      "--- Downloading 1,288 of 3,365 10K filings for 1287\n",
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      "--- Downloading 1,289 of 3,365 10K filings for 1288\n",
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      "--- Downloading 1,290 of 3,365 10K filings for 1289\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,291 of 3,365 10K filings for 1290\n",
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      "--- Downloading 1,292 of 3,365 10K filings for 1291\n",
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      "--- Downloading 1,293 of 3,365 10K filings for 1292\n",
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      "--- Downloading 1,295 of 3,365 10K filings for 1294\n",
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      "--- Downloading 1,297 of 3,365 10K filings for 1296\n",
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      "--- Downloading 1,299 of 3,365 10K filings for 1298\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 1,300 of 3,365 10K filings for 1299\n",
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      "--- Downloading 1,301 of 3,365 10K filings for 1300\n",
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      "--- Downloading 1,302 of 3,365 10K filings for 1301\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 1,304 of 3,365 10K filings for 1303\n",
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      "--- Downloading 1,309 of 3,365 10K filings for 1308\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 1,316 of 3,365 10K filings for 1315\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 1,332 of 3,365 10K filings for 1331\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "--- Downloading 1,341 of 3,365 10K filings for 1340\n",
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      "--- Downloading 1,342 of 3,365 10K filings for 1341\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 1,343 of 3,365 10K filings for 1342\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,346 of 3,365 10K filings for 1345\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 1,348 of 3,365 10K filings for 1347\n",
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      "--- Downloading 1,349 of 3,365 10K filings for 1348\n",
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      "--- Downloading 1,350 of 3,365 10K filings for 1349\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,352 of 3,365 10K filings for 1351\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 1,353 of 3,365 10K filings for 1352\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,354 of 3,365 10K filings for 1353\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,355 of 3,365 10K filings for 1354\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,356 of 3,365 10K filings for 1355\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,357 of 3,365 10K filings for 1356\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,358 of 3,365 10K filings for 1357\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,359 of 3,365 10K filings for 1358\n",
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      "--- Downloading 1,360 of 3,365 10K filings for 1359\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,361 of 3,365 10K filings for 1360\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 1,362 of 3,365 10K filings for 1361\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1a', 'item7a'] not in index\"\n",
      "--- Downloading 1,363 of 3,365 10K filings for 1362\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,364 of 3,365 10K filings for 1363\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,365 of 3,365 10K filings for 1364\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,366 of 3,365 10K filings for 1365\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,367 of 3,365 10K filings for 1366\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,368 of 3,365 10K filings for 1367\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,369 of 3,365 10K filings for 1368\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,370 of 3,365 10K filings for 1369\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,371 of 3,365 10K filings for 1370\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 1,372 of 3,365 10K filings for 1371\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,373 of 3,365 10K filings for 1372\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,374 of 3,365 10K filings for 1373\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,375 of 3,365 10K filings for 1374\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,376 of 3,365 10K filings for 1375\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,377 of 3,365 10K filings for 1376\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,378 of 3,365 10K filings for 1377\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 1,379 of 3,365 10K filings for 1378\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,380 of 3,365 10K filings for 1379\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,381 of 3,365 10K filings for 1380\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item7a'] not in index\"\n",
      "--- Downloading 1,382 of 3,365 10K filings for 1381\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,383 of 3,365 10K filings for 1382\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,384 of 3,365 10K filings for 1383\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,385 of 3,365 10K filings for 1384\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,386 of 3,365 10K filings for 1385\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,387 of 3,365 10K filings for 1386\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,388 of 3,365 10K filings for 1387\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,389 of 3,365 10K filings for 1388\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,390 of 3,365 10K filings for 1389\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1a'] not in index\"\n",
      "--- Downloading 1,391 of 3,365 10K filings for 1390\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,392 of 3,365 10K filings for 1391\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,393 of 3,365 10K filings for 1392\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,394 of 3,365 10K filings for 1393\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,395 of 3,365 10K filings for 1394\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,396 of 3,365 10K filings for 1395\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,397 of 3,365 10K filings for 1396\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,398 of 3,365 10K filings for 1397\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,399 of 3,365 10K filings for 1398\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,400 of 3,365 10K filings for 1399\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,401 of 3,365 10K filings for 1400\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,402 of 3,365 10K filings for 1401\n",
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      "--- Downloading 1,404 of 3,365 10K filings for 1403\n",
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      "\"['item7a'] not in index\"\n",
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      "--- Downloading 1,411 of 3,365 10K filings for 1410\n",
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      "--- Downloading 1,412 of 3,365 10K filings for 1411\n",
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      "--- Downloading 1,413 of 3,365 10K filings for 1412\n",
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      "--- Downloading 1,414 of 3,365 10K filings for 1413\n",
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      "--- Downloading 1,415 of 3,365 10K filings for 1414\n",
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      "--- Downloading 1,416 of 3,365 10K filings for 1415\n",
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      "--- Downloading 1,417 of 3,365 10K filings for 1416\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,419 of 3,365 10K filings for 1418\n",
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      "\"['item1'] not in index\"\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 1,423 of 3,365 10K filings for 1422\n",
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      "--- Downloading 1,425 of 3,365 10K filings for 1424\n",
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      "\"['item1'] not in index\"\n",
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      "\"['item1'] not in index\"\n",
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      "\"['item1'] not in index\"\n",
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      "\"['item1'] not in index\"\n",
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      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
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      "\"['item1a', 'item7', 'item7a'] not in index\"\n",
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      "\"['item1'] not in index\"\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "--- Downloading 1,480 of 3,365 10K filings for 1479\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
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      "--- Downloading 1,483 of 3,365 10K filings for 1482\n",
      "Extracting 10-K\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 1,484 of 3,365 10K filings for 1483\n",
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      "--- Downloading 1,485 of 3,365 10K filings for 1484\n",
      "Extracting 10-K\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,488 of 3,365 10K filings for 1487\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 1,489 of 3,365 10K filings for 1488\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,491 of 3,365 10K filings for 1490\n",
      "Extracting 10-K\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 1,492 of 3,365 10K filings for 1491\n",
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      "--- Downloading 1,493 of 3,365 10K filings for 1492\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,494 of 3,365 10K filings for 1493\n",
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      "--- Downloading 1,495 of 3,365 10K filings for 1494\n",
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      "--- Downloading 1,496 of 3,365 10K filings for 1495\n",
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      "--- Downloading 1,497 of 3,365 10K filings for 1496\n",
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      "--- Downloading 1,498 of 3,365 10K filings for 1497\n",
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      "--- Downloading 1,499 of 3,365 10K filings for 1498\n",
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      "--- Downloading 1,500 of 3,365 10K filings for 1499\n",
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      "--- Downloading 1,501 of 3,365 10K filings for 1500\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,502 of 3,365 10K filings for 1501\n",
      "Extracting 10-K\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 1,503 of 3,365 10K filings for 1502\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,504 of 3,365 10K filings for 1503\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,505 of 3,365 10K filings for 1504\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,506 of 3,365 10K filings for 1505\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,507 of 3,365 10K filings for 1506\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,508 of 3,365 10K filings for 1507\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,509 of 3,365 10K filings for 1508\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,510 of 3,365 10K filings for 1509\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,511 of 3,365 10K filings for 1510\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,512 of 3,365 10K filings for 1511\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,513 of 3,365 10K filings for 1512\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,514 of 3,365 10K filings for 1513\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,515 of 3,365 10K filings for 1514\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,516 of 3,365 10K filings for 1515\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,517 of 3,365 10K filings for 1516\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,518 of 3,365 10K filings for 1517\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,519 of 3,365 10K filings for 1518\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,520 of 3,365 10K filings for 1519\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,521 of 3,365 10K filings for 1520\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,522 of 3,365 10K filings for 1521\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1a'] not in index\"\n",
      "--- Downloading 1,523 of 3,365 10K filings for 1522\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,524 of 3,365 10K filings for 1523\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,525 of 3,365 10K filings for 1524\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,526 of 3,365 10K filings for 1525\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,527 of 3,365 10K filings for 1526\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,528 of 3,365 10K filings for 1527\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,529 of 3,365 10K filings for 1528\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,530 of 3,365 10K filings for 1529\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,531 of 3,365 10K filings for 1530\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,532 of 3,365 10K filings for 1531\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 1,533 of 3,365 10K filings for 1532\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,534 of 3,365 10K filings for 1533\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,535 of 3,365 10K filings for 1534\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,536 of 3,365 10K filings for 1535\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,537 of 3,365 10K filings for 1536\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "\"['item1a', 'item7a'] not in index\"\n",
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      "\"['item1a', 'item7', 'item7a'] not in index\"\n",
      "--- Downloading 1,553 of 3,365 10K filings for 1552\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,560 of 3,365 10K filings for 1559\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 1,561 of 3,365 10K filings for 1560\n",
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      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
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      "--- Downloading 1,565 of 3,365 10K filings for 1564\n",
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      "--- Downloading 1,566 of 3,365 10K filings for 1565\n",
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      "--- Downloading 1,567 of 3,365 10K filings for 1566\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 1,571 of 3,365 10K filings for 1570\n",
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      "\"['item7a'] not in index\"\n",
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      "--- Downloading 1,573 of 3,365 10K filings for 1572\n",
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      "--- Downloading 1,574 of 3,365 10K filings for 1573\n",
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      "\"['item7a'] not in index\"\n",
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      "--- Downloading 1,578 of 3,365 10K filings for 1577\n",
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      "--- Downloading 1,580 of 3,365 10K filings for 1579\n",
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      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
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      "Writing clean text to json\n",
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      "\"['item7a'] not in index\"\n",
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      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
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      "Writing clean text to json\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 1,601 of 3,365 10K filings for 1600\n",
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      "--- Downloading 1,605 of 3,365 10K filings for 1604\n",
      "Extracting 10-K\n",
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      "--- Downloading 1,606 of 3,365 10K filings for 1605\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,607 of 3,365 10K filings for 1606\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,608 of 3,365 10K filings for 1607\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,609 of 3,365 10K filings for 1608\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,610 of 3,365 10K filings for 1609\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,611 of 3,365 10K filings for 1610\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,612 of 3,365 10K filings for 1611\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,613 of 3,365 10K filings for 1612\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,614 of 3,365 10K filings for 1613\n",
      "Extracting 10-K\n",
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      "--- Downloading 1,615 of 3,365 10K filings for 1614\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,616 of 3,365 10K filings for 1615\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,617 of 3,365 10K filings for 1616\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,618 of 3,365 10K filings for 1617\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 1,619 of 3,365 10K filings for 1618\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,620 of 3,365 10K filings for 1619\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,621 of 3,365 10K filings for 1620\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,622 of 3,365 10K filings for 1621\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,623 of 3,365 10K filings for 1622\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,624 of 3,365 10K filings for 1623\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,625 of 3,365 10K filings for 1624\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,626 of 3,365 10K filings for 1625\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,627 of 3,365 10K filings for 1626\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,628 of 3,365 10K filings for 1627\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,629 of 3,365 10K filings for 1628\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,630 of 3,365 10K filings for 1629\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,631 of 3,365 10K filings for 1630\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,632 of 3,365 10K filings for 1631\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 1,633 of 3,365 10K filings for 1632\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,634 of 3,365 10K filings for 1633\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,635 of 3,365 10K filings for 1634\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,636 of 3,365 10K filings for 1635\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,637 of 3,365 10K filings for 1636\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,638 of 3,365 10K filings for 1637\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,639 of 3,365 10K filings for 1638\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,640 of 3,365 10K filings for 1639\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,641 of 3,365 10K filings for 1640\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,642 of 3,365 10K filings for 1641\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,643 of 3,365 10K filings for 1642\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,644 of 3,365 10K filings for 1643\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,645 of 3,365 10K filings for 1644\n",
      "Extracting 10-K\n",
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      "--- Downloading 1,646 of 3,365 10K filings for 1645\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 1,647 of 3,365 10K filings for 1646\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,648 of 3,365 10K filings for 1647\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,649 of 3,365 10K filings for 1648\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,650 of 3,365 10K filings for 1649\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1', 'item1a'] not in index\"\n",
      "--- Downloading 1,651 of 3,365 10K filings for 1650\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 1,652 of 3,365 10K filings for 1651\n",
      "Extracting 10-K\n",
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      "--- Downloading 1,653 of 3,365 10K filings for 1652\n",
      "Extracting 10-K\n",
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      "--- Downloading 1,654 of 3,365 10K filings for 1653\n",
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      "--- Downloading 1,655 of 3,365 10K filings for 1654\n",
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      "--- Downloading 1,656 of 3,365 10K filings for 1655\n",
      "Extracting 10-K\n",
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      "--- Downloading 1,657 of 3,365 10K filings for 1656\n",
      "Extracting 10-K\n",
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      "\"['item1a'] not in index\"\n",
      "--- Downloading 1,658 of 3,365 10K filings for 1657\n",
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      "--- Downloading 1,659 of 3,365 10K filings for 1658\n",
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      "--- Downloading 1,660 of 3,365 10K filings for 1659\n",
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      "--- Downloading 1,661 of 3,365 10K filings for 1660\n",
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      "--- Downloading 1,662 of 3,365 10K filings for 1661\n",
      "Extracting 10-K\n",
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      "--- Downloading 1,663 of 3,365 10K filings for 1662\n",
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      "--- Downloading 1,664 of 3,365 10K filings for 1663\n",
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      "--- Downloading 1,665 of 3,365 10K filings for 1664\n",
      "Extracting 10-K\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 1,666 of 3,365 10K filings for 1665\n",
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      "--- Downloading 1,667 of 3,365 10K filings for 1666\n",
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      "--- Downloading 1,668 of 3,365 10K filings for 1667\n",
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      "--- Downloading 1,669 of 3,365 10K filings for 1668\n",
      "Extracting 10-K\n",
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      "--- Downloading 1,670 of 3,365 10K filings for 1669\n",
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      "--- Downloading 1,671 of 3,365 10K filings for 1670\n",
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      "--- Downloading 1,672 of 3,365 10K filings for 1671\n",
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      "--- Downloading 1,673 of 3,365 10K filings for 1672\n",
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      "--- Downloading 1,674 of 3,365 10K filings for 1673\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "\"['item7a'] not in index\"\n",
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      "\"['item1a', 'item7a'] not in index\"\n",
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      "\"['item7', 'item7a'] not in index\"\n",
      "--- Downloading 1,781 of 3,365 10K filings for 1780\n",
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      "\"['item1'] not in index\"\n",
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      "\"['item7a'] not in index\"\n",
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      "\"['item1'] not in index\"\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "--- Downloading 1,913 of 3,365 10K filings for 1912\n",
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      "\"['item1'] not in index\"\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 1,920 of 3,365 10K filings for 1919\n",
      "Extracting 10-K\n",
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      "\"['item1', 'item1a'] not in index\"\n",
      "--- Downloading 1,921 of 3,365 10K filings for 1920\n",
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      "--- Downloading 1,924 of 3,365 10K filings for 1923\n",
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      "--- Downloading 1,925 of 3,365 10K filings for 1924\n",
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      "--- Downloading 1,926 of 3,365 10K filings for 1925\n",
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      "--- Downloading 1,927 of 3,365 10K filings for 1926\n",
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      "--- Downloading 1,928 of 3,365 10K filings for 1927\n",
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      "--- Downloading 1,929 of 3,365 10K filings for 1928\n",
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      "--- Downloading 1,930 of 3,365 10K filings for 1929\n",
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      "--- Downloading 1,932 of 3,365 10K filings for 1931\n",
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      "--- Downloading 1,933 of 3,365 10K filings for 1932\n",
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      "--- Downloading 1,934 of 3,365 10K filings for 1933\n",
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      "--- Downloading 1,935 of 3,365 10K filings for 1934\n",
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      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
      "--- Downloading 1,936 of 3,365 10K filings for 1935\n",
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      "--- Downloading 1,937 of 3,365 10K filings for 1936\n",
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      "--- Downloading 1,938 of 3,365 10K filings for 1937\n",
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      "--- Downloading 1,939 of 3,365 10K filings for 1938\n",
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      "--- Downloading 1,940 of 3,365 10K filings for 1939\n",
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      "--- Downloading 1,941 of 3,365 10K filings for 1940\n",
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      "--- Downloading 1,942 of 3,365 10K filings for 1941\n",
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      "--- Downloading 1,943 of 3,365 10K filings for 1942\n",
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      "--- Downloading 1,944 of 3,365 10K filings for 1943\n",
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      "--- Downloading 1,945 of 3,365 10K filings for 1944\n",
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      "--- Downloading 1,946 of 3,365 10K filings for 1945\n",
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      "--- Downloading 1,947 of 3,365 10K filings for 1946\n",
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      "--- Downloading 1,948 of 3,365 10K filings for 1947\n",
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      "--- Downloading 1,949 of 3,365 10K filings for 1948\n",
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      "\"['item7a'] not in index\"\n",
      "--- Downloading 1,950 of 3,365 10K filings for 1949\n",
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      "--- Downloading 1,951 of 3,365 10K filings for 1950\n",
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      "--- Downloading 1,952 of 3,365 10K filings for 1951\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,953 of 3,365 10K filings for 1952\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,954 of 3,365 10K filings for 1953\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,955 of 3,365 10K filings for 1954\n",
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      "--- Downloading 1,956 of 3,365 10K filings for 1955\n",
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      "--- Downloading 1,957 of 3,365 10K filings for 1956\n",
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      "--- Downloading 1,958 of 3,365 10K filings for 1957\n",
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      "--- Downloading 1,959 of 3,365 10K filings for 1958\n",
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      "Writing clean text to json\n",
      "--- Downloading 1,960 of 3,365 10K filings for 1959\n",
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      "\"['item7', 'item7a'] not in index\"\n",
      "--- Downloading 1,961 of 3,365 10K filings for 1960\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 1,962 of 3,365 10K filings for 1961\n",
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      "--- Downloading 1,963 of 3,365 10K filings for 1962\n",
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      "--- Downloading 1,964 of 3,365 10K filings for 1963\n",
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      "--- Downloading 1,965 of 3,365 10K filings for 1964\n",
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      "--- Downloading 1,966 of 3,365 10K filings for 1965\n",
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      "--- Downloading 1,967 of 3,365 10K filings for 1966\n",
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      "--- Downloading 1,968 of 3,365 10K filings for 1967\n",
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      "--- Downloading 1,969 of 3,365 10K filings for 1968\n",
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      "--- Downloading 1,970 of 3,365 10K filings for 1969\n",
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      "--- Downloading 1,971 of 3,365 10K filings for 1970\n",
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      "--- Downloading 1,972 of 3,365 10K filings for 1971\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 1,973 of 3,365 10K filings for 1972\n",
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      "\"['item7a'] not in index\"\n",
      "--- Downloading 1,974 of 3,365 10K filings for 1973\n",
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      "--- Downloading 1,975 of 3,365 10K filings for 1974\n",
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      "--- Downloading 1,976 of 3,365 10K filings for 1975\n",
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      "--- Downloading 1,977 of 3,365 10K filings for 1976\n",
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      "--- Downloading 1,978 of 3,365 10K filings for 1977\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 1,979 of 3,365 10K filings for 1978\n",
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      "--- Downloading 1,980 of 3,365 10K filings for 1979\n",
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      "--- Downloading 1,981 of 3,365 10K filings for 1980\n",
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      "--- Downloading 1,982 of 3,365 10K filings for 1981\n",
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      "--- Downloading 1,983 of 3,365 10K filings for 1982\n",
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      "--- Downloading 1,984 of 3,365 10K filings for 1983\n",
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      "--- Downloading 1,985 of 3,365 10K filings for 1984\n",
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      "--- Downloading 1,986 of 3,365 10K filings for 1985\n",
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      "--- Downloading 1,987 of 3,365 10K filings for 1986\n",
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      "--- Downloading 1,988 of 3,365 10K filings for 1987\n",
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      "--- Downloading 1,989 of 3,365 10K filings for 1988\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 1,990 of 3,365 10K filings for 1989\n",
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      "--- Downloading 1,991 of 3,365 10K filings for 1990\n",
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      "--- Downloading 1,992 of 3,365 10K filings for 1991\n",
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      "--- Downloading 1,993 of 3,365 10K filings for 1992\n",
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      "--- Downloading 1,994 of 3,365 10K filings for 1993\n",
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      "--- Downloading 1,995 of 3,365 10K filings for 1994\n",
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      "--- Downloading 1,996 of 3,365 10K filings for 1995\n",
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      "--- Downloading 1,997 of 3,365 10K filings for 1996\n",
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      "--- Downloading 1,998 of 3,365 10K filings for 1997\n",
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      "\"['item1', 'item1a', 'item7'] not in index\"\n",
      "--- Downloading 1,999 of 3,365 10K filings for 1998\n",
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      "--- Downloading 2,001 of 3,365 10K filings for 2000\n",
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      "--- Downloading 2,002 of 3,365 10K filings for 2001\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 2,004 of 3,365 10K filings for 2003\n",
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      "--- Downloading 2,005 of 3,365 10K filings for 2004\n",
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      "--- Downloading 2,010 of 3,365 10K filings for 2009\n",
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      "--- Downloading 2,011 of 3,365 10K filings for 2010\n",
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      "--- Downloading 2,012 of 3,365 10K filings for 2011\n",
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      "--- Downloading 2,013 of 3,365 10K filings for 2012\n",
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      "--- Downloading 2,014 of 3,365 10K filings for 2013\n",
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      "--- Downloading 2,015 of 3,365 10K filings for 2014\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,016 of 3,365 10K filings for 2015\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,017 of 3,365 10K filings for 2016\n",
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      "--- Downloading 2,018 of 3,365 10K filings for 2017\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,019 of 3,365 10K filings for 2018\n",
      "Extracting 10-K\n",
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      "\"['item1', 'item7', 'item7a'] not in index\"\n",
      "--- Downloading 2,020 of 3,365 10K filings for 2019\n",
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      "\"['item7a'] not in index\"\n",
      "--- Downloading 2,021 of 3,365 10K filings for 2020\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,022 of 3,365 10K filings for 2021\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,023 of 3,365 10K filings for 2022\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1', 'item1a'] not in index\"\n",
      "--- Downloading 2,024 of 3,365 10K filings for 2023\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,025 of 3,365 10K filings for 2024\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,026 of 3,365 10K filings for 2025\n",
      "Extracting 10-K\n",
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      "\"['item7a'] not in index\"\n",
      "--- Downloading 2,027 of 3,365 10K filings for 2026\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 2,028 of 3,365 10K filings for 2027\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,029 of 3,365 10K filings for 2028\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,030 of 3,365 10K filings for 2029\n",
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      "--- Downloading 2,031 of 3,365 10K filings for 2030\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,032 of 3,365 10K filings for 2031\n",
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      "--- Downloading 2,033 of 3,365 10K filings for 2032\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,034 of 3,365 10K filings for 2033\n",
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      "--- Downloading 2,035 of 3,365 10K filings for 2034\n",
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      "--- Downloading 2,036 of 3,365 10K filings for 2035\n",
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      "--- Downloading 2,037 of 3,365 10K filings for 2036\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,038 of 3,365 10K filings for 2037\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,039 of 3,365 10K filings for 2038\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,040 of 3,365 10K filings for 2039\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,041 of 3,365 10K filings for 2040\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,042 of 3,365 10K filings for 2041\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,043 of 3,365 10K filings for 2042\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,044 of 3,365 10K filings for 2043\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,045 of 3,365 10K filings for 2044\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item7'] not in index\"\n",
      "--- Downloading 2,046 of 3,365 10K filings for 2045\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,047 of 3,365 10K filings for 2046\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,048 of 3,365 10K filings for 2047\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,049 of 3,365 10K filings for 2048\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,050 of 3,365 10K filings for 2049\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,051 of 3,365 10K filings for 2050\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,052 of 3,365 10K filings for 2051\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,053 of 3,365 10K filings for 2052\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,054 of 3,365 10K filings for 2053\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,055 of 3,365 10K filings for 2054\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,056 of 3,365 10K filings for 2055\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,057 of 3,365 10K filings for 2056\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,058 of 3,365 10K filings for 2057\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,059 of 3,365 10K filings for 2058\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,060 of 3,365 10K filings for 2059\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,061 of 3,365 10K filings for 2060\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,062 of 3,365 10K filings for 2061\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,063 of 3,365 10K filings for 2062\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,064 of 3,365 10K filings for 2063\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,065 of 3,365 10K filings for 2064\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,066 of 3,365 10K filings for 2065\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 2,067 of 3,365 10K filings for 2066\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,068 of 3,365 10K filings for 2067\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,069 of 3,365 10K filings for 2068\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,070 of 3,365 10K filings for 2069\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,071 of 3,365 10K filings for 2070\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,072 of 3,365 10K filings for 2071\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
      "--- Downloading 2,073 of 3,365 10K filings for 2072\n",
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      "--- Downloading 2,074 of 3,365 10K filings for 2073\n",
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      "--- Downloading 2,075 of 3,365 10K filings for 2074\n",
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      "--- Downloading 2,076 of 3,365 10K filings for 2075\n",
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      "--- Downloading 2,077 of 3,365 10K filings for 2076\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,078 of 3,365 10K filings for 2077\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,079 of 3,365 10K filings for 2078\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,080 of 3,365 10K filings for 2079\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,081 of 3,365 10K filings for 2080\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,082 of 3,365 10K filings for 2081\n",
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      "--- Downloading 2,083 of 3,365 10K filings for 2082\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,084 of 3,365 10K filings for 2083\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,085 of 3,365 10K filings for 2084\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1', 'item7'] not in index\"\n",
      "--- Downloading 2,086 of 3,365 10K filings for 2085\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,087 of 3,365 10K filings for 2086\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,088 of 3,365 10K filings for 2087\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,089 of 3,365 10K filings for 2088\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,090 of 3,365 10K filings for 2089\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,091 of 3,365 10K filings for 2090\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,092 of 3,365 10K filings for 2091\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,093 of 3,365 10K filings for 2092\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,094 of 3,365 10K filings for 2093\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,095 of 3,365 10K filings for 2094\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,096 of 3,365 10K filings for 2095\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,097 of 3,365 10K filings for 2096\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,098 of 3,365 10K filings for 2097\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,099 of 3,365 10K filings for 2098\n",
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      "--- Downloading 2,100 of 3,365 10K filings for 2099\n",
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      "--- Downloading 2,101 of 3,365 10K filings for 2100\n",
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      "--- Downloading 2,102 of 3,365 10K filings for 2101\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,103 of 3,365 10K filings for 2102\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 2,104 of 3,365 10K filings for 2103\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,105 of 3,365 10K filings for 2104\n",
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      "--- Downloading 2,106 of 3,365 10K filings for 2105\n",
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      "--- Downloading 2,107 of 3,365 10K filings for 2106\n",
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      "--- Downloading 2,108 of 3,365 10K filings for 2107\n",
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      "--- Downloading 2,109 of 3,365 10K filings for 2108\n",
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      "--- Downloading 2,110 of 3,365 10K filings for 2109\n",
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      "--- Downloading 2,111 of 3,365 10K filings for 2110\n",
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      "--- Downloading 2,112 of 3,365 10K filings for 2111\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,113 of 3,365 10K filings for 2112\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 2,114 of 3,365 10K filings for 2113\n",
      "Extracting 10-K\n",
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      "\"['item1', 'item7a'] not in index\"\n",
      "--- Downloading 2,115 of 3,365 10K filings for 2114\n",
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      "--- Downloading 2,117 of 3,365 10K filings for 2116\n",
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      "--- Downloading 2,119 of 3,365 10K filings for 2118\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 2,120 of 3,365 10K filings for 2119\n",
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      "--- Downloading 2,121 of 3,365 10K filings for 2120\n",
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      "--- Downloading 2,125 of 3,365 10K filings for 2124\n",
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      "--- Downloading 2,128 of 3,365 10K filings for 2127\n",
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      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,129 of 3,365 10K filings for 2128\n",
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      "--- Downloading 2,132 of 3,365 10K filings for 2131\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "\"['item1', 'item1a', 'item7'] not in index\"\n",
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      "--- Downloading 2,137 of 3,365 10K filings for 2136\n",
      "Extracting 10-K\n",
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      "\"['item1', 'item7a'] not in index\"\n",
      "--- Downloading 2,138 of 3,365 10K filings for 2137\n",
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      "--- Downloading 2,141 of 3,365 10K filings for 2140\n",
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      "--- Downloading 2,143 of 3,365 10K filings for 2142\n",
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      "--- Downloading 2,144 of 3,365 10K filings for 2143\n",
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      "--- Downloading 2,145 of 3,365 10K filings for 2144\n",
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      "--- Downloading 2,146 of 3,365 10K filings for 2145\n",
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      "--- Downloading 2,148 of 3,365 10K filings for 2147\n",
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      "--- Downloading 2,149 of 3,365 10K filings for 2148\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 2,150 of 3,365 10K filings for 2149\n",
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      "--- Downloading 2,151 of 3,365 10K filings for 2150\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,152 of 3,365 10K filings for 2151\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 2,153 of 3,365 10K filings for 2152\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,154 of 3,365 10K filings for 2153\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1a', 'item7a'] not in index\"\n",
      "--- Downloading 2,155 of 3,365 10K filings for 2154\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,156 of 3,365 10K filings for 2155\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item7a'] not in index\"\n",
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      "--- Downloading 2,158 of 3,365 10K filings for 2157\n",
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      "--- Downloading 2,159 of 3,365 10K filings for 2158\n",
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      "--- Downloading 2,160 of 3,365 10K filings for 2159\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,161 of 3,365 10K filings for 2160\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,162 of 3,365 10K filings for 2161\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,163 of 3,365 10K filings for 2162\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,164 of 3,365 10K filings for 2163\n",
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      "--- Downloading 2,165 of 3,365 10K filings for 2164\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 2,166 of 3,365 10K filings for 2165\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,167 of 3,365 10K filings for 2166\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 2,168 of 3,365 10K filings for 2167\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,169 of 3,365 10K filings for 2168\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,170 of 3,365 10K filings for 2169\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,171 of 3,365 10K filings for 2170\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,172 of 3,365 10K filings for 2171\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,173 of 3,365 10K filings for 2172\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,174 of 3,365 10K filings for 2173\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,175 of 3,365 10K filings for 2174\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,176 of 3,365 10K filings for 2175\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,177 of 3,365 10K filings for 2176\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,178 of 3,365 10K filings for 2177\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,179 of 3,365 10K filings for 2178\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,180 of 3,365 10K filings for 2179\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,181 of 3,365 10K filings for 2180\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,182 of 3,365 10K filings for 2181\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,183 of 3,365 10K filings for 2182\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 2,184 of 3,365 10K filings for 2183\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,185 of 3,365 10K filings for 2184\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,186 of 3,365 10K filings for 2185\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,187 of 3,365 10K filings for 2186\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,188 of 3,365 10K filings for 2187\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,189 of 3,365 10K filings for 2188\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,190 of 3,365 10K filings for 2189\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 2,191 of 3,365 10K filings for 2190\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 2,192 of 3,365 10K filings for 2191\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,193 of 3,365 10K filings for 2192\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,194 of 3,365 10K filings for 2193\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,195 of 3,365 10K filings for 2194\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,196 of 3,365 10K filings for 2195\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 2,197 of 3,365 10K filings for 2196\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,198 of 3,365 10K filings for 2197\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,199 of 3,365 10K filings for 2198\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,200 of 3,365 10K filings for 2199\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,201 of 3,365 10K filings for 2200\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,202 of 3,365 10K filings for 2201\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,203 of 3,365 10K filings for 2202\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,204 of 3,365 10K filings for 2203\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,205 of 3,365 10K filings for 2204\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,206 of 3,365 10K filings for 2205\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,207 of 3,365 10K filings for 2206\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,208 of 3,365 10K filings for 2207\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,209 of 3,365 10K filings for 2208\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,210 of 3,365 10K filings for 2209\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,211 of 3,365 10K filings for 2210\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,212 of 3,365 10K filings for 2211\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,213 of 3,365 10K filings for 2212\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,214 of 3,365 10K filings for 2213\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,215 of 3,365 10K filings for 2214\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,216 of 3,365 10K filings for 2215\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,217 of 3,365 10K filings for 2216\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,218 of 3,365 10K filings for 2217\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,219 of 3,365 10K filings for 2218\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,220 of 3,365 10K filings for 2219\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,221 of 3,365 10K filings for 2220\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,222 of 3,365 10K filings for 2221\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,223 of 3,365 10K filings for 2222\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,224 of 3,365 10K filings for 2223\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,225 of 3,365 10K filings for 2224\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,226 of 3,365 10K filings for 2225\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,227 of 3,365 10K filings for 2226\n",
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      "--- Downloading 2,228 of 3,365 10K filings for 2227\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,229 of 3,365 10K filings for 2228\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,230 of 3,365 10K filings for 2229\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,231 of 3,365 10K filings for 2230\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,232 of 3,365 10K filings for 2231\n",
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      "--- Downloading 2,233 of 3,365 10K filings for 2232\n",
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      "--- Downloading 2,234 of 3,365 10K filings for 2233\n",
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      "--- Downloading 2,235 of 3,365 10K filings for 2234\n",
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      "--- Downloading 2,236 of 3,365 10K filings for 2235\n",
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      "--- Downloading 2,237 of 3,365 10K filings for 2236\n",
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      "--- Downloading 2,238 of 3,365 10K filings for 2237\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,239 of 3,365 10K filings for 2238\n",
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      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,240 of 3,365 10K filings for 2239\n",
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      "--- Downloading 2,242 of 3,365 10K filings for 2241\n",
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      "--- Downloading 2,243 of 3,365 10K filings for 2242\n",
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      "--- Downloading 2,244 of 3,365 10K filings for 2243\n",
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      "--- Downloading 2,246 of 3,365 10K filings for 2245\n",
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      "--- Downloading 2,247 of 3,365 10K filings for 2246\n",
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      "--- Downloading 2,248 of 3,365 10K filings for 2247\n",
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      "--- Downloading 2,249 of 3,365 10K filings for 2248\n",
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      "--- Downloading 2,250 of 3,365 10K filings for 2249\n",
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      "--- Downloading 2,251 of 3,365 10K filings for 2250\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,252 of 3,365 10K filings for 2251\n",
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      "--- Downloading 2,253 of 3,365 10K filings for 2252\n",
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      "--- Downloading 2,254 of 3,365 10K filings for 2253\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,255 of 3,365 10K filings for 2254\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 2,256 of 3,365 10K filings for 2255\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,257 of 3,365 10K filings for 2256\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,258 of 3,365 10K filings for 2257\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 2,259 of 3,365 10K filings for 2258\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,260 of 3,365 10K filings for 2259\n",
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      "--- Downloading 2,261 of 3,365 10K filings for 2260\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,262 of 3,365 10K filings for 2261\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 2,263 of 3,365 10K filings for 2262\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,264 of 3,365 10K filings for 2263\n",
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      "--- Downloading 2,265 of 3,365 10K filings for 2264\n",
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      "--- Downloading 2,266 of 3,365 10K filings for 2265\n",
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      "--- Downloading 2,267 of 3,365 10K filings for 2266\n",
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      "--- Downloading 2,268 of 3,365 10K filings for 2267\n",
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      "--- Downloading 2,269 of 3,365 10K filings for 2268\n",
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      "--- Downloading 2,270 of 3,365 10K filings for 2269\n",
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      "--- Downloading 2,271 of 3,365 10K filings for 2270\n",
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      "--- Downloading 2,272 of 3,365 10K filings for 2271\n",
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      "--- Downloading 2,274 of 3,365 10K filings for 2273\n",
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      "--- Downloading 2,275 of 3,365 10K filings for 2274\n",
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      "--- Downloading 2,276 of 3,365 10K filings for 2275\n",
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      "--- Downloading 2,277 of 3,365 10K filings for 2276\n",
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      "--- Downloading 2,278 of 3,365 10K filings for 2277\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,279 of 3,365 10K filings for 2278\n",
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      "--- Downloading 2,280 of 3,365 10K filings for 2279\n",
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      "--- Downloading 2,281 of 3,365 10K filings for 2280\n",
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      "--- Downloading 2,282 of 3,365 10K filings for 2281\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 2,286 of 3,365 10K filings for 2285\n",
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      "--- Downloading 2,287 of 3,365 10K filings for 2286\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 2,288 of 3,365 10K filings for 2287\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 2,289 of 3,365 10K filings for 2288\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,290 of 3,365 10K filings for 2289\n",
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      "--- Downloading 2,291 of 3,365 10K filings for 2290\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,292 of 3,365 10K filings for 2291\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 2,295 of 3,365 10K filings for 2294\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 2,297 of 3,365 10K filings for 2296\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,298 of 3,365 10K filings for 2297\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,299 of 3,365 10K filings for 2298\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,300 of 3,365 10K filings for 2299\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,301 of 3,365 10K filings for 2300\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,302 of 3,365 10K filings for 2301\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,303 of 3,365 10K filings for 2302\n",
      "Extracting 10-K\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 2,304 of 3,365 10K filings for 2303\n",
      "Extracting 10-K\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 2,305 of 3,365 10K filings for 2304\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,306 of 3,365 10K filings for 2305\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,307 of 3,365 10K filings for 2306\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,308 of 3,365 10K filings for 2307\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,309 of 3,365 10K filings for 2308\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 2,310 of 3,365 10K filings for 2309\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,311 of 3,365 10K filings for 2310\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,312 of 3,365 10K filings for 2311\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,313 of 3,365 10K filings for 2312\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,314 of 3,365 10K filings for 2313\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,315 of 3,365 10K filings for 2314\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,316 of 3,365 10K filings for 2315\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,317 of 3,365 10K filings for 2316\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,318 of 3,365 10K filings for 2317\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,319 of 3,365 10K filings for 2318\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,320 of 3,365 10K filings for 2319\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,321 of 3,365 10K filings for 2320\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,322 of 3,365 10K filings for 2321\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,323 of 3,365 10K filings for 2322\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,324 of 3,365 10K filings for 2323\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,325 of 3,365 10K filings for 2324\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,326 of 3,365 10K filings for 2325\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,327 of 3,365 10K filings for 2326\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,328 of 3,365 10K filings for 2327\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,329 of 3,365 10K filings for 2328\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,330 of 3,365 10K filings for 2329\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,331 of 3,365 10K filings for 2330\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,332 of 3,365 10K filings for 2331\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,333 of 3,365 10K filings for 2332\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,334 of 3,365 10K filings for 2333\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,335 of 3,365 10K filings for 2334\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,336 of 3,365 10K filings for 2335\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,337 of 3,365 10K filings for 2336\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,338 of 3,365 10K filings for 2337\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,339 of 3,365 10K filings for 2338\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,340 of 3,365 10K filings for 2339\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,341 of 3,365 10K filings for 2340\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,342 of 3,365 10K filings for 2341\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,343 of 3,365 10K filings for 2342\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,344 of 3,365 10K filings for 2343\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,345 of 3,365 10K filings for 2344\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,346 of 3,365 10K filings for 2345\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,347 of 3,365 10K filings for 2346\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,348 of 3,365 10K filings for 2347\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,349 of 3,365 10K filings for 2348\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,350 of 3,365 10K filings for 2349\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 2,351 of 3,365 10K filings for 2350\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,352 of 3,365 10K filings for 2351\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,353 of 3,365 10K filings for 2352\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,354 of 3,365 10K filings for 2353\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,355 of 3,365 10K filings for 2354\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,356 of 3,365 10K filings for 2355\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,357 of 3,365 10K filings for 2356\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,358 of 3,365 10K filings for 2357\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,359 of 3,365 10K filings for 2358\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,360 of 3,365 10K filings for 2359\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,361 of 3,365 10K filings for 2360\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,362 of 3,365 10K filings for 2361\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,363 of 3,365 10K filings for 2362\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "\"['item1', 'item1a', 'item7a'] not in index\"\n",
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      "--- Downloading 2,380 of 3,365 10K filings for 2379\n",
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      "--- Downloading 2,381 of 3,365 10K filings for 2380\n",
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      "--- Downloading 2,387 of 3,365 10K filings for 2386\n",
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      "--- Downloading 2,388 of 3,365 10K filings for 2387\n",
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      "\"['item1', 'item1a'] not in index\"\n",
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      "--- Downloading 2,400 of 3,365 10K filings for 2399\n",
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      "--- Downloading 2,401 of 3,365 10K filings for 2400\n",
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      "\"['item1a', 'item7', 'item7a'] not in index\"\n",
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      "--- Downloading 2,406 of 3,365 10K filings for 2405\n",
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      "--- Downloading 2,407 of 3,365 10K filings for 2406\n",
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      "\"['item1a'] not in index\"\n",
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      "--- Downloading 2,420 of 3,365 10K filings for 2419\n",
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      "--- Downloading 2,421 of 3,365 10K filings for 2420\n",
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      "--- Downloading 2,425 of 3,365 10K filings for 2424\n",
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      "--- Downloading 2,426 of 3,365 10K filings for 2425\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,427 of 3,365 10K filings for 2426\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 2,431 of 3,365 10K filings for 2430\n",
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      "--- Downloading 2,432 of 3,365 10K filings for 2431\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,433 of 3,365 10K filings for 2432\n",
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      "--- Downloading 2,434 of 3,365 10K filings for 2433\n",
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      "--- Downloading 2,435 of 3,365 10K filings for 2434\n",
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      "--- Downloading 2,436 of 3,365 10K filings for 2435\n",
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      "--- Downloading 2,437 of 3,365 10K filings for 2436\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,439 of 3,365 10K filings for 2438\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 2,441 of 3,365 10K filings for 2440\n",
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      "--- Downloading 2,442 of 3,365 10K filings for 2441\n",
      "Extracting 10-K\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 2,443 of 3,365 10K filings for 2442\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,444 of 3,365 10K filings for 2443\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,445 of 3,365 10K filings for 2444\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,446 of 3,365 10K filings for 2445\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1a', 'item7', 'item7a'] not in index\"\n",
      "--- Downloading 2,447 of 3,365 10K filings for 2446\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,448 of 3,365 10K filings for 2447\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,449 of 3,365 10K filings for 2448\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,450 of 3,365 10K filings for 2449\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,451 of 3,365 10K filings for 2450\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,452 of 3,365 10K filings for 2451\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,453 of 3,365 10K filings for 2452\n",
      "Extracting 10-K\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 2,454 of 3,365 10K filings for 2453\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,455 of 3,365 10K filings for 2454\n",
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      "--- Downloading 2,456 of 3,365 10K filings for 2455\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,457 of 3,365 10K filings for 2456\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,458 of 3,365 10K filings for 2457\n",
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      "--- Downloading 2,459 of 3,365 10K filings for 2458\n",
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      "--- Downloading 2,460 of 3,365 10K filings for 2459\n",
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      "--- Downloading 2,461 of 3,365 10K filings for 2460\n",
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      "--- Downloading 2,462 of 3,365 10K filings for 2461\n",
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      "--- Downloading 2,463 of 3,365 10K filings for 2462\n",
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      "--- Downloading 2,464 of 3,365 10K filings for 2463\n",
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      "--- Downloading 2,465 of 3,365 10K filings for 2464\n",
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      "--- Downloading 2,466 of 3,365 10K filings for 2465\n",
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      "--- Downloading 2,467 of 3,365 10K filings for 2466\n",
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      "--- Downloading 2,468 of 3,365 10K filings for 2467\n",
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      "--- Downloading 2,469 of 3,365 10K filings for 2468\n",
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      "--- Downloading 2,470 of 3,365 10K filings for 2469\n",
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      "--- Downloading 2,471 of 3,365 10K filings for 2470\n",
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      "--- Downloading 2,472 of 3,365 10K filings for 2471\n",
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      "--- Downloading 2,473 of 3,365 10K filings for 2472\n",
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      "--- Downloading 2,474 of 3,365 10K filings for 2473\n",
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      "--- Downloading 2,475 of 3,365 10K filings for 2474\n",
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      "--- Downloading 2,477 of 3,365 10K filings for 2476\n",
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      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 2,481 of 3,365 10K filings for 2480\n",
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      "--- Downloading 2,482 of 3,365 10K filings for 2481\n",
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      "--- Downloading 2,483 of 3,365 10K filings for 2482\n",
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      "--- Downloading 2,485 of 3,365 10K filings for 2484\n",
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      "\"['item1a'] not in index\"\n",
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      "--- Downloading 2,488 of 3,365 10K filings for 2487\n",
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      "--- Downloading 2,490 of 3,365 10K filings for 2489\n",
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      "--- Downloading 2,497 of 3,365 10K filings for 2496\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 2,499 of 3,365 10K filings for 2498\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 2,501 of 3,365 10K filings for 2500\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,502 of 3,365 10K filings for 2501\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 2,504 of 3,365 10K filings for 2503\n",
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      "--- Downloading 2,511 of 3,365 10K filings for 2510\n",
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      "--- Downloading 2,512 of 3,365 10K filings for 2511\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 2,513 of 3,365 10K filings for 2512\n",
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      "\"['item1a'] not in index\"\n",
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      "--- Downloading 2,515 of 3,365 10K filings for 2514\n",
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      "\"['item1a'] not in index\"\n",
      "--- Downloading 2,523 of 3,365 10K filings for 2522\n",
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      "--- Downloading 2,524 of 3,365 10K filings for 2523\n",
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      "--- Downloading 2,525 of 3,365 10K filings for 2524\n",
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      "--- Downloading 2,526 of 3,365 10K filings for 2525\n",
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      "--- Downloading 2,532 of 3,365 10K filings for 2531\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 2,568 of 3,365 10K filings for 2567\n",
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      "\"['item1a'] not in index\"\n",
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      "--- Downloading 2,571 of 3,365 10K filings for 2570\n",
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      "--- Downloading 2,572 of 3,365 10K filings for 2571\n",
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      "--- Downloading 2,573 of 3,365 10K filings for 2572\n",
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      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,574 of 3,365 10K filings for 2573\n",
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      "--- Downloading 2,575 of 3,365 10K filings for 2574\n",
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      "--- Downloading 2,576 of 3,365 10K filings for 2575\n",
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      "--- Downloading 2,577 of 3,365 10K filings for 2576\n",
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      "--- Downloading 2,578 of 3,365 10K filings for 2577\n",
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      "--- Downloading 2,579 of 3,365 10K filings for 2578\n",
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      "--- Downloading 2,580 of 3,365 10K filings for 2579\n",
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      "--- Downloading 2,581 of 3,365 10K filings for 2580\n",
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      "--- Downloading 2,582 of 3,365 10K filings for 2581\n",
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      "--- Downloading 2,584 of 3,365 10K filings for 2583\n",
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      "--- Downloading 2,585 of 3,365 10K filings for 2584\n",
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      "--- Downloading 2,586 of 3,365 10K filings for 2585\n",
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      "--- Downloading 2,587 of 3,365 10K filings for 2586\n",
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      "--- Downloading 2,588 of 3,365 10K filings for 2587\n",
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      "--- Downloading 2,589 of 3,365 10K filings for 2588\n",
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      "--- Downloading 2,590 of 3,365 10K filings for 2589\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,591 of 3,365 10K filings for 2590\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 2,592 of 3,365 10K filings for 2591\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 2,593 of 3,365 10K filings for 2592\n",
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      "--- Downloading 2,594 of 3,365 10K filings for 2593\n",
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      "--- Downloading 2,595 of 3,365 10K filings for 2594\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,596 of 3,365 10K filings for 2595\n",
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      "--- Downloading 2,597 of 3,365 10K filings for 2596\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 2,598 of 3,365 10K filings for 2597\n",
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      "--- Downloading 2,599 of 3,365 10K filings for 2598\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,600 of 3,365 10K filings for 2599\n",
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      "--- Downloading 2,601 of 3,365 10K filings for 2600\n",
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      "--- Downloading 2,602 of 3,365 10K filings for 2601\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,603 of 3,365 10K filings for 2602\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,604 of 3,365 10K filings for 2603\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,605 of 3,365 10K filings for 2604\n",
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      "--- Downloading 2,606 of 3,365 10K filings for 2605\n",
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      "--- Downloading 2,607 of 3,365 10K filings for 2606\n",
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      "--- Downloading 2,608 of 3,365 10K filings for 2607\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 2,609 of 3,365 10K filings for 2608\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,610 of 3,365 10K filings for 2609\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,611 of 3,365 10K filings for 2610\n",
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      "--- Downloading 2,612 of 3,365 10K filings for 2611\n",
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      "--- Downloading 2,613 of 3,365 10K filings for 2612\n",
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      "--- Downloading 2,614 of 3,365 10K filings for 2613\n",
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      "--- Downloading 2,615 of 3,365 10K filings for 2614\n",
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      "--- Downloading 2,616 of 3,365 10K filings for 2615\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,617 of 3,365 10K filings for 2616\n",
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      "--- Downloading 2,618 of 3,365 10K filings for 2617\n",
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      "--- Downloading 2,619 of 3,365 10K filings for 2618\n",
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      "--- Downloading 2,620 of 3,365 10K filings for 2619\n",
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      "--- Downloading 2,621 of 3,365 10K filings for 2620\n",
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      "--- Downloading 2,622 of 3,365 10K filings for 2621\n",
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      "--- Downloading 2,623 of 3,365 10K filings for 2622\n",
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      "--- Downloading 2,624 of 3,365 10K filings for 2623\n",
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      "--- Downloading 2,625 of 3,365 10K filings for 2624\n",
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      "--- Downloading 2,626 of 3,365 10K filings for 2625\n",
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      "--- Downloading 2,627 of 3,365 10K filings for 2626\n",
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      "--- Downloading 2,628 of 3,365 10K filings for 2627\n",
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      "--- Downloading 2,629 of 3,365 10K filings for 2628\n",
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      "--- Downloading 2,630 of 3,365 10K filings for 2629\n",
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      "--- Downloading 2,631 of 3,365 10K filings for 2630\n",
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      "--- Downloading 2,632 of 3,365 10K filings for 2631\n",
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      "--- Downloading 2,633 of 3,365 10K filings for 2632\n",
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      "--- Downloading 2,634 of 3,365 10K filings for 2633\n",
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      "--- Downloading 2,635 of 3,365 10K filings for 2634\n",
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      "--- Downloading 2,636 of 3,365 10K filings for 2635\n",
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      "--- Downloading 2,637 of 3,365 10K filings for 2636\n",
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      "--- Downloading 2,638 of 3,365 10K filings for 2637\n",
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      "--- Downloading 2,639 of 3,365 10K filings for 2638\n",
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      "--- Downloading 2,640 of 3,365 10K filings for 2639\n",
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      "--- Downloading 2,641 of 3,365 10K filings for 2640\n",
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      "--- Downloading 2,642 of 3,365 10K filings for 2641\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,643 of 3,365 10K filings for 2642\n",
      "Extracting 10-K\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,644 of 3,365 10K filings for 2643\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 2,653 of 3,365 10K filings for 2652\n",
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      "--- Downloading 2,654 of 3,365 10K filings for 2653\n",
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      "--- Downloading 2,655 of 3,365 10K filings for 2654\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 2,658 of 3,365 10K filings for 2657\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,659 of 3,365 10K filings for 2658\n",
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      "\"['item7a'] not in index\"\n",
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      "--- Downloading 2,663 of 3,365 10K filings for 2662\n",
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      "--- Downloading 2,664 of 3,365 10K filings for 2663\n",
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      "--- Downloading 2,665 of 3,365 10K filings for 2664\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,666 of 3,365 10K filings for 2665\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,667 of 3,365 10K filings for 2666\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,668 of 3,365 10K filings for 2667\n",
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      "--- Downloading 2,669 of 3,365 10K filings for 2668\n",
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      "--- Downloading 2,670 of 3,365 10K filings for 2669\n",
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      "--- Downloading 2,671 of 3,365 10K filings for 2670\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,672 of 3,365 10K filings for 2671\n",
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      "--- Downloading 2,673 of 3,365 10K filings for 2672\n",
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      "--- Downloading 2,674 of 3,365 10K filings for 2673\n",
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      "--- Downloading 2,675 of 3,365 10K filings for 2674\n",
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      "--- Downloading 2,676 of 3,365 10K filings for 2675\n",
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      "--- Downloading 2,677 of 3,365 10K filings for 2676\n",
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      "\"['item7a'] not in index\"\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 2,680 of 3,365 10K filings for 2679\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,681 of 3,365 10K filings for 2680\n",
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      "Parsing relevant sections\n",
      "\"['item1'] not in index\"\n",
      "--- Downloading 2,682 of 3,365 10K filings for 2681\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,683 of 3,365 10K filings for 2682\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,684 of 3,365 10K filings for 2683\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,685 of 3,365 10K filings for 2684\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 2,686 of 3,365 10K filings for 2685\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 2,687 of 3,365 10K filings for 2686\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,688 of 3,365 10K filings for 2687\n",
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      "\"['item7a'] not in index\"\n",
      "--- Downloading 2,689 of 3,365 10K filings for 2688\n",
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      "--- Downloading 2,690 of 3,365 10K filings for 2689\n",
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      "--- Downloading 2,691 of 3,365 10K filings for 2690\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,692 of 3,365 10K filings for 2691\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,693 of 3,365 10K filings for 2692\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1', 'item7'] not in index\"\n",
      "--- Downloading 2,694 of 3,365 10K filings for 2693\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,695 of 3,365 10K filings for 2694\n",
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      "--- Downloading 2,696 of 3,365 10K filings for 2695\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 2,697 of 3,365 10K filings for 2696\n",
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      "--- Downloading 2,698 of 3,365 10K filings for 2697\n",
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      "--- Downloading 2,699 of 3,365 10K filings for 2698\n",
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      "--- Downloading 2,700 of 3,365 10K filings for 2699\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,701 of 3,365 10K filings for 2700\n",
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      "--- Downloading 2,702 of 3,365 10K filings for 2701\n",
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      "--- Downloading 2,703 of 3,365 10K filings for 2702\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 2,704 of 3,365 10K filings for 2703\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,705 of 3,365 10K filings for 2704\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,706 of 3,365 10K filings for 2705\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,707 of 3,365 10K filings for 2706\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,708 of 3,365 10K filings for 2707\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,709 of 3,365 10K filings for 2708\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,710 of 3,365 10K filings for 2709\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,711 of 3,365 10K filings for 2710\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,712 of 3,365 10K filings for 2711\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,713 of 3,365 10K filings for 2712\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,714 of 3,365 10K filings for 2713\n",
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      "--- Downloading 2,715 of 3,365 10K filings for 2714\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,716 of 3,365 10K filings for 2715\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,717 of 3,365 10K filings for 2716\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,718 of 3,365 10K filings for 2717\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,719 of 3,365 10K filings for 2718\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,720 of 3,365 10K filings for 2719\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,721 of 3,365 10K filings for 2720\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,722 of 3,365 10K filings for 2721\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,723 of 3,365 10K filings for 2722\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,724 of 3,365 10K filings for 2723\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,725 of 3,365 10K filings for 2724\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,726 of 3,365 10K filings for 2725\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,727 of 3,365 10K filings for 2726\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,728 of 3,365 10K filings for 2727\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,729 of 3,365 10K filings for 2728\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,730 of 3,365 10K filings for 2729\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,731 of 3,365 10K filings for 2730\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,732 of 3,365 10K filings for 2731\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,733 of 3,365 10K filings for 2732\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,734 of 3,365 10K filings for 2733\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,735 of 3,365 10K filings for 2734\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,736 of 3,365 10K filings for 2735\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,737 of 3,365 10K filings for 2736\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,738 of 3,365 10K filings for 2737\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,739 of 3,365 10K filings for 2738\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,740 of 3,365 10K filings for 2739\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,741 of 3,365 10K filings for 2740\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,742 of 3,365 10K filings for 2741\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1', 'item1a', 'item7a'] not in index\"\n",
      "--- Downloading 2,743 of 3,365 10K filings for 2742\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,744 of 3,365 10K filings for 2743\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item7a'] not in index\"\n",
      "--- Downloading 2,745 of 3,365 10K filings for 2744\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,746 of 3,365 10K filings for 2745\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,747 of 3,365 10K filings for 2746\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,748 of 3,365 10K filings for 2747\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,749 of 3,365 10K filings for 2748\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,750 of 3,365 10K filings for 2749\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,751 of 3,365 10K filings for 2750\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,752 of 3,365 10K filings for 2751\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,753 of 3,365 10K filings for 2752\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,754 of 3,365 10K filings for 2753\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,755 of 3,365 10K filings for 2754\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,756 of 3,365 10K filings for 2755\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,757 of 3,365 10K filings for 2756\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,758 of 3,365 10K filings for 2757\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1', 'item7', 'item7a'] not in index\"\n",
      "--- Downloading 2,759 of 3,365 10K filings for 2758\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,760 of 3,365 10K filings for 2759\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,761 of 3,365 10K filings for 2760\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,762 of 3,365 10K filings for 2761\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,763 of 3,365 10K filings for 2762\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,764 of 3,365 10K filings for 2763\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,765 of 3,365 10K filings for 2764\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,766 of 3,365 10K filings for 2765\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1a'] not in index\"\n",
      "--- Downloading 2,767 of 3,365 10K filings for 2766\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 2,768 of 3,365 10K filings for 2767\n",
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      "--- Downloading 2,769 of 3,365 10K filings for 2768\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 2,770 of 3,365 10K filings for 2769\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,771 of 3,365 10K filings for 2770\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,772 of 3,365 10K filings for 2771\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,773 of 3,365 10K filings for 2772\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,774 of 3,365 10K filings for 2773\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,775 of 3,365 10K filings for 2774\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,776 of 3,365 10K filings for 2775\n",
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      "--- Downloading 2,777 of 3,365 10K filings for 2776\n",
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      "--- Downloading 2,779 of 3,365 10K filings for 2778\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 2,789 of 3,365 10K filings for 2788\n",
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      "--- Downloading 2,793 of 3,365 10K filings for 2792\n",
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      "--- Downloading 2,796 of 3,365 10K filings for 2795\n",
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      "--- Downloading 2,800 of 3,365 10K filings for 2799\n",
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      "--- Downloading 2,801 of 3,365 10K filings for 2800\n",
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      "--- Downloading 2,802 of 3,365 10K filings for 2801\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,803 of 3,365 10K filings for 2802\n",
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      "--- Downloading 2,804 of 3,365 10K filings for 2803\n",
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      "--- Downloading 2,805 of 3,365 10K filings for 2804\n",
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      "--- Downloading 2,807 of 3,365 10K filings for 2806\n",
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      "--- Downloading 2,808 of 3,365 10K filings for 2807\n",
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      "--- Downloading 2,809 of 3,365 10K filings for 2808\n",
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      "--- Downloading 2,810 of 3,365 10K filings for 2809\n",
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      "--- Downloading 2,811 of 3,365 10K filings for 2810\n",
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      "--- Downloading 2,812 of 3,365 10K filings for 2811\n",
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      "--- Downloading 2,813 of 3,365 10K filings for 2812\n",
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      "--- Downloading 2,816 of 3,365 10K filings for 2815\n",
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      "--- Downloading 2,817 of 3,365 10K filings for 2816\n",
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      "\"['item1'] not in index\"\n",
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      "\"['item7a'] not in index\"\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,821 of 3,365 10K filings for 2820\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,822 of 3,365 10K filings for 2821\n",
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      "--- Downloading 2,823 of 3,365 10K filings for 2822\n",
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      "\"['item7a'] not in index\"\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,825 of 3,365 10K filings for 2824\n",
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      "\"['item1'] not in index\"\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,828 of 3,365 10K filings for 2827\n",
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      "--- Downloading 2,829 of 3,365 10K filings for 2828\n",
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      "--- Downloading 2,830 of 3,365 10K filings for 2829\n",
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      "--- Downloading 2,831 of 3,365 10K filings for 2830\n",
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      "--- Downloading 2,832 of 3,365 10K filings for 2831\n",
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      "--- Downloading 2,838 of 3,365 10K filings for 2837\n",
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      "--- Downloading 2,840 of 3,365 10K filings for 2839\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,841 of 3,365 10K filings for 2840\n",
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      "--- Downloading 2,842 of 3,365 10K filings for 2841\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,843 of 3,365 10K filings for 2842\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,844 of 3,365 10K filings for 2843\n",
      "Extracting 10-K\n",
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      "\"['item1'] not in index\"\n",
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      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,846 of 3,365 10K filings for 2845\n",
      "Extracting 10-K\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 2,847 of 3,365 10K filings for 2846\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,848 of 3,365 10K filings for 2847\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,849 of 3,365 10K filings for 2848\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,850 of 3,365 10K filings for 2849\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,851 of 3,365 10K filings for 2850\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,852 of 3,365 10K filings for 2851\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,853 of 3,365 10K filings for 2852\n",
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      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,854 of 3,365 10K filings for 2853\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,855 of 3,365 10K filings for 2854\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,856 of 3,365 10K filings for 2855\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,857 of 3,365 10K filings for 2856\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,858 of 3,365 10K filings for 2857\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,859 of 3,365 10K filings for 2858\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,860 of 3,365 10K filings for 2859\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,861 of 3,365 10K filings for 2860\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,862 of 3,365 10K filings for 2861\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,863 of 3,365 10K filings for 2862\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,864 of 3,365 10K filings for 2863\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,865 of 3,365 10K filings for 2864\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,866 of 3,365 10K filings for 2865\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,867 of 3,365 10K filings for 2866\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,868 of 3,365 10K filings for 2867\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,869 of 3,365 10K filings for 2868\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,870 of 3,365 10K filings for 2869\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,871 of 3,365 10K filings for 2870\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,872 of 3,365 10K filings for 2871\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,873 of 3,365 10K filings for 2872\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Length mismatch: Expected axis has 0 elements, new values have 3 elements\n",
      "--- Downloading 2,874 of 3,365 10K filings for 2873\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,875 of 3,365 10K filings for 2874\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,876 of 3,365 10K filings for 2875\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,877 of 3,365 10K filings for 2876\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,878 of 3,365 10K filings for 2877\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,879 of 3,365 10K filings for 2878\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,880 of 3,365 10K filings for 2879\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,881 of 3,365 10K filings for 2880\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,882 of 3,365 10K filings for 2881\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,883 of 3,365 10K filings for 2882\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,884 of 3,365 10K filings for 2883\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 2,885 of 3,365 10K filings for 2884\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
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      "--- Downloading 2,886 of 3,365 10K filings for 2885\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,887 of 3,365 10K filings for 2886\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,888 of 3,365 10K filings for 2887\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,889 of 3,365 10K filings for 2888\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 2,890 of 3,365 10K filings for 2889\n",
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      "Parsing relevant sections\n",
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      "--- Downloading 2,891 of 3,365 10K filings for 2890\n",
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      "--- Downloading 2,892 of 3,365 10K filings for 2891\n",
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      "--- Downloading 2,893 of 3,365 10K filings for 2892\n",
      "Extracting 10-K\n",
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      "--- Downloading 2,894 of 3,365 10K filings for 2893\n",
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      "\"['item1'] not in index\"\n",
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      "--- Downloading 2,896 of 3,365 10K filings for 2895\n",
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      "Writing clean text to json\n",
      "--- Downloading 2,897 of 3,365 10K filings for 2896\n",
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      "--- Downloading 2,898 of 3,365 10K filings for 2897\n",
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      "--- Downloading 2,899 of 3,365 10K filings for 2898\n",
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      "--- Downloading 2,900 of 3,365 10K filings for 2899\n",
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      "--- Downloading 2,901 of 3,365 10K filings for 2900\n",
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      "--- Downloading 2,903 of 3,365 10K filings for 2902\n",
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      "--- Downloading 2,909 of 3,365 10K filings for 2908\n",
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      "--- Downloading 2,910 of 3,365 10K filings for 2909\n",
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      "--- Downloading 2,911 of 3,365 10K filings for 2910\n",
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      "--- Downloading 2,912 of 3,365 10K filings for 2911\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "--- Downloading 3,021 of 3,365 10K filings for 3020\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "--- Downloading 3,040 of 3,365 10K filings for 3039\n",
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      "--- Downloading 3,044 of 3,365 10K filings for 3043\n",
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      "--- Downloading 3,046 of 3,365 10K filings for 3045\n",
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      "--- Downloading 3,049 of 3,365 10K filings for 3048\n",
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      "\"['item1a'] not in index\"\n",
      "--- Downloading 3,050 of 3,365 10K filings for 3049\n",
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      "\"['item1', 'item7a'] not in index\"\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "\"['item1'] not in index\"\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 3,114 of 3,365 10K filings for 3113\n",
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      "--- Downloading 3,115 of 3,365 10K filings for 3114\n",
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      "--- Downloading 3,116 of 3,365 10K filings for 3115\n",
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      "--- Downloading 3,117 of 3,365 10K filings for 3116\n",
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      "--- Downloading 3,118 of 3,365 10K filings for 3117\n",
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      "--- Downloading 3,119 of 3,365 10K filings for 3118\n",
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      "--- Downloading 3,120 of 3,365 10K filings for 3119\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,121 of 3,365 10K filings for 3120\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 3,122 of 3,365 10K filings for 3121\n",
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      "--- Downloading 3,123 of 3,365 10K filings for 3122\n",
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      "--- Downloading 3,124 of 3,365 10K filings for 3123\n",
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      "--- Downloading 3,125 of 3,365 10K filings for 3124\n",
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      "--- Downloading 3,126 of 3,365 10K filings for 3125\n",
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      "--- Downloading 3,127 of 3,365 10K filings for 3126\n",
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      "--- Downloading 3,128 of 3,365 10K filings for 3127\n",
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      "--- Downloading 3,129 of 3,365 10K filings for 3128\n",
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      "--- Downloading 3,130 of 3,365 10K filings for 3129\n",
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      "--- Downloading 3,131 of 3,365 10K filings for 3130\n",
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      "--- Downloading 3,132 of 3,365 10K filings for 3131\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,133 of 3,365 10K filings for 3132\n",
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      "\"['item1'] not in index\"\n",
      "--- Downloading 3,134 of 3,365 10K filings for 3133\n",
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      "--- Downloading 3,135 of 3,365 10K filings for 3134\n",
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      "--- Downloading 3,136 of 3,365 10K filings for 3135\n",
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      "--- Downloading 3,137 of 3,365 10K filings for 3136\n",
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      "--- Downloading 3,138 of 3,365 10K filings for 3137\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,139 of 3,365 10K filings for 3138\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1a', 'item7a'] not in index\"\n",
      "--- Downloading 3,140 of 3,365 10K filings for 3139\n",
      "Extracting 10-K\n",
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      "--- Downloading 3,141 of 3,365 10K filings for 3140\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,142 of 3,365 10K filings for 3141\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,143 of 3,365 10K filings for 3142\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,144 of 3,365 10K filings for 3143\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,145 of 3,365 10K filings for 3144\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,146 of 3,365 10K filings for 3145\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,147 of 3,365 10K filings for 3146\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,148 of 3,365 10K filings for 3147\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,149 of 3,365 10K filings for 3148\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,150 of 3,365 10K filings for 3149\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,151 of 3,365 10K filings for 3150\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,152 of 3,365 10K filings for 3151\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,153 of 3,365 10K filings for 3152\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,154 of 3,365 10K filings for 3153\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1a', 'item7', 'item7a'] not in index\"\n",
      "--- Downloading 3,155 of 3,365 10K filings for 3154\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,156 of 3,365 10K filings for 3155\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,157 of 3,365 10K filings for 3156\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,158 of 3,365 10K filings for 3157\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,159 of 3,365 10K filings for 3158\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,160 of 3,365 10K filings for 3159\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,161 of 3,365 10K filings for 3160\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,162 of 3,365 10K filings for 3161\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,163 of 3,365 10K filings for 3162\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,164 of 3,365 10K filings for 3163\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,165 of 3,365 10K filings for 3164\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,166 of 3,365 10K filings for 3165\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,167 of 3,365 10K filings for 3166\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,168 of 3,365 10K filings for 3167\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,169 of 3,365 10K filings for 3168\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,170 of 3,365 10K filings for 3169\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,171 of 3,365 10K filings for 3170\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,172 of 3,365 10K filings for 3171\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,173 of 3,365 10K filings for 3172\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,174 of 3,365 10K filings for 3173\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,175 of 3,365 10K filings for 3174\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,176 of 3,365 10K filings for 3175\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,177 of 3,365 10K filings for 3176\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,178 of 3,365 10K filings for 3177\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,179 of 3,365 10K filings for 3178\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,180 of 3,365 10K filings for 3179\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,181 of 3,365 10K filings for 3180\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,182 of 3,365 10K filings for 3181\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
      "--- Downloading 3,183 of 3,365 10K filings for 3182\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,184 of 3,365 10K filings for 3183\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,185 of 3,365 10K filings for 3184\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,186 of 3,365 10K filings for 3185\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "Writing clean text to json\n",
      "--- Downloading 3,187 of 3,365 10K filings for 3186\n",
      "Extracting 10-K\n",
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      "--- Downloading 3,188 of 3,365 10K filings for 3187\n",
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      "\"['item1', 'item1a'] not in index\"\n",
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      "\"['item1'] not in index\"\n",
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      "\"['item1'] not in index\"\n",
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      "\"['item1a', 'item7a'] not in index\"\n",
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      "--- Downloading 3,275 of 3,365 10K filings for 3274\n",
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      "\"None of [Index(['item1', 'item1a', 'item7', 'item7a'], dtype='object', name='item')] are in the [index]\"\n",
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      "--- Downloading 3,278 of 3,365 10K filings for 3277\n",
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      "--- Downloading 3,280 of 3,365 10K filings for 3279\n",
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      "--- Downloading 3,281 of 3,365 10K filings for 3280\n",
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      "--- Downloading 3,282 of 3,365 10K filings for 3281\n",
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      "--- Downloading 3,283 of 3,365 10K filings for 3282\n",
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      "--- Downloading 3,284 of 3,365 10K filings for 3283\n",
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      "--- Downloading 3,285 of 3,365 10K filings for 3284\n",
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      "--- Downloading 3,286 of 3,365 10K filings for 3285\n",
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      "--- Downloading 3,287 of 3,365 10K filings for 3286\n",
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      "--- Downloading 3,288 of 3,365 10K filings for 3287\n",
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      "--- Downloading 3,289 of 3,365 10K filings for 3288\n",
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      "--- Downloading 3,290 of 3,365 10K filings for 3289\n",
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      "--- Downloading 3,291 of 3,365 10K filings for 3290\n",
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      "--- Downloading 3,292 of 3,365 10K filings for 3291\n",
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      "--- Downloading 3,293 of 3,365 10K filings for 3292\n",
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      "--- Downloading 3,294 of 3,365 10K filings for 3293\n",
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      "--- Downloading 3,295 of 3,365 10K filings for 3294\n",
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      "--- Downloading 3,296 of 3,365 10K filings for 3295\n",
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      "--- Downloading 3,297 of 3,365 10K filings for 3296\n",
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      "--- Downloading 3,298 of 3,365 10K filings for 3297\n",
      "Extracting 10-K\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,299 of 3,365 10K filings for 3298\n",
      "Extracting 10-K\n",
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      "\"['item7a'] not in index\"\n",
      "--- Downloading 3,300 of 3,365 10K filings for 3299\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,301 of 3,365 10K filings for 3300\n",
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      "--- Downloading 3,302 of 3,365 10K filings for 3301\n",
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      "--- Downloading 3,303 of 3,365 10K filings for 3302\n",
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      "--- Downloading 3,304 of 3,365 10K filings for 3303\n",
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      "--- Downloading 3,305 of 3,365 10K filings for 3304\n",
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      "--- Downloading 3,306 of 3,365 10K filings for 3305\n",
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      "--- Downloading 3,307 of 3,365 10K filings for 3306\n",
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      "--- Downloading 3,308 of 3,365 10K filings for 3307\n",
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      "--- Downloading 3,309 of 3,365 10K filings for 3308\n",
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      "--- Downloading 3,310 of 3,365 10K filings for 3309\n",
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      "--- Downloading 3,311 of 3,365 10K filings for 3310\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,312 of 3,365 10K filings for 3311\n",
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      "Writing clean text to json\n",
      "--- Downloading 3,313 of 3,365 10K filings for 3312\n",
      "Extracting 10-K\n",
      "Parsing relevant sections\n",
      "\"['item1', 'item7', 'item7a'] not in index\"\n",
      "--- Downloading 3,314 of 3,365 10K filings for 3313\n",
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      "--- Downloading 3,315 of 3,365 10K filings for 3314\n",
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      "--- Downloading 3,316 of 3,365 10K filings for 3315\n",
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      "--- Downloading 3,317 of 3,365 10K filings for 3316\n",
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      "--- Downloading 3,318 of 3,365 10K filings for 3317\n",
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      "--- Downloading 3,319 of 3,365 10K filings for 3318\n",
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      "--- Downloading 3,320 of 3,365 10K filings for 3319\n",
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      "--- Downloading 3,321 of 3,365 10K filings for 3320\n",
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      "--- Downloading 3,322 of 3,365 10K filings for 3321\n",
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      "--- Downloading 3,323 of 3,365 10K filings for 3322\n",
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      "--- Downloading 3,324 of 3,365 10K filings for 3323\n",
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      "--- Downloading 3,325 of 3,365 10K filings for 3324\n",
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      "--- Downloading 3,326 of 3,365 10K filings for 3325\n",
      "Extracting 10-K\n",
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      "\"['item1a', 'item7', 'item7a'] not in index\"\n",
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     ]
    },
    {
     "data": {
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     "execution_count": 10,
     "metadata": {},
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   "execution_count": 10
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  {
   "metadata": {},
   "cell_type": "code",
   "outputs": [],
   "execution_count": null,
   "source": ""
  }
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