Tests.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Re-ran 6/13/2021 to test download of attachment links. No changes were needed to the code below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import sqlite3\n",
    "from comments_downloader import CommentsDownloader"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [],
   "source": [
    "with open(\"api_key.txt\", \"r\") as f:\n",
    "    api_key_ = f.readlines()\n",
    "api_key_iter = iter([x.strip() for x in api_key_])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "896"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "api_key = next(api_key_iter)\n",
    "downloader = CommentsDownloader(api_key)\n",
    "downloader.get_requests_remaining()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Test get_request_json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'data': [{'id': 'EPA-HQ-OPP-2013-0368',\n",
       "   'type': 'dockets',\n",
       "   'attributes': {'docketType': 'Nonrulemaking',\n",
       "    'lastModifiedDate': '2021-01-04T13:18:26Z',\n",
       "    'highlightedContent': None,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Pymetrozine Registration Review',\n",
       "    'objectId': '0b000064812ae12d'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/dockets/EPA-HQ-OPP-2013-0368'}},\n",
       "  {'id': 'EPA-HQ-OPP-2020-0570',\n",
       "   'type': 'dockets',\n",
       "   'attributes': {'docketType': 'Nonrulemaking',\n",
       "    'lastModifiedDate': '2021-01-05T08:37:59Z',\n",
       "    'highlightedContent': None,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Broflanilide; Receipt of Application for Emergency Exemption, Solicitation of Public Comment',\n",
       "    'objectId': '0b00006484941e69'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/dockets/EPA-HQ-OPP-2020-0570'}},\n",
       "  {'id': 'EPA-HQ-OPPT-2019-0501',\n",
       "   'type': 'dockets',\n",
       "   'attributes': {'docketType': 'Nonrulemaking',\n",
       "    'lastModifiedDate': '2021-01-04T09:03:58Z',\n",
       "    'highlightedContent': None,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Toxic Substances Control Act (TSCA) Science Advisory Committee on Chemicals Review of Risk Evaluation for Asbestos',\n",
       "    'objectId': '0b00006483e58844'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/dockets/EPA-HQ-OPPT-2019-0501'}},\n",
       "  {'id': 'EPA-R09-OAR-2019-0471',\n",
       "   'type': 'dockets',\n",
       "   'attributes': {'docketType': 'Nonrulemaking',\n",
       "    'lastModifiedDate': '2021-01-05T14:47:24Z',\n",
       "    'highlightedContent': None,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Navajo Nation: Supplemental Title V Delegation Agreement and Treatment as State - Former Bennett Freeze Area',\n",
       "    'objectId': '0b00006483de069c'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/dockets/EPA-R09-OAR-2019-0471'}},\n",
       "  {'id': 'EPA-HQ-OLEM-2020-0462',\n",
       "   'type': 'dockets',\n",
       "   'attributes': {'docketType': 'Nonrulemaking',\n",
       "    'lastModifiedDate': '2021-01-05T17:48:14Z',\n",
       "    'highlightedContent': None,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Draft National Recycling Strategy',\n",
       "    'objectId': '0b00006484826196'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/dockets/EPA-HQ-OLEM-2020-0462'}},\n",
       "  {'id': 'EPA-HQ-OPP-2019-0524',\n",
       "   'type': 'dockets',\n",
       "   'attributes': {'docketType': 'Nonrulemaking',\n",
       "    'lastModifiedDate': '2021-01-05T11:29:10Z',\n",
       "    'highlightedContent': None,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Saflufenacil Registration Review Docket',\n",
       "    'objectId': '0b00006483ed02c4'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/dockets/EPA-HQ-OPP-2019-0524'}},\n",
       "  {'id': 'EPA-R08-OAR-2021-0012',\n",
       "   'type': 'dockets',\n",
       "   'attributes': {'docketType': 'Nonrulemaking',\n",
       "    'lastModifiedDate': '2021-01-05T12:24:36Z',\n",
       "    'highlightedContent': None,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'WPX Energy Williston, LLC - Ruby 31-30H Pad, Part 71 Initial Permit',\n",
       "    'objectId': '0b000064849df182'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/dockets/EPA-R08-OAR-2021-0012'}},\n",
       "  {'id': 'EPA-HQ-OPP-2016-0140',\n",
       "   'type': 'dockets',\n",
       "   'attributes': {'docketType': 'Nonrulemaking',\n",
       "    'lastModifiedDate': '2021-01-05T08:37:37Z',\n",
       "    'highlightedContent': None,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Pesticide Registration  Review for Zinc Phosphide',\n",
       "    'objectId': '0b00006481e9d9e4'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/dockets/EPA-HQ-OPP-2016-0140'}},\n",
       "  {'id': 'EPA-HQ-OGC-2020-0569',\n",
       "   'type': 'dockets',\n",
       "   'attributes': {'docketType': 'Nonrulemaking',\n",
       "    'lastModifiedDate': '2021-01-05T17:49:18Z',\n",
       "    'highlightedContent': None,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Sierra Club v. Wheeler, No. 2:20-cv-00725-SMB (D. AZ)',\n",
       "    'objectId': '0b0000648494205c'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/dockets/EPA-HQ-OGC-2020-0569'}}],\n",
       " 'meta': {'aggregations': {'priorityCategory': [],\n",
       "   'docketType': [{'docCount': 9, 'label': 'Nonrulemaking'}],\n",
       "   'major': [],\n",
       "   'ruleStage': [],\n",
       "   'smallEntities': [],\n",
       "   'energyAffected': [],\n",
       "   'eo13771Designation': [],\n",
       "   'agencyId': [{'docCount': 21, 'value': 'FDA'},\n",
       "    {'docCount': 13, 'value': 'FAA'},\n",
       "    {'docCount': 9, 'value': 'EPA'},\n",
       "    {'docCount': 6, 'value': 'NHTSA'},\n",
       "    {'docCount': 3, 'value': 'FMCSA'},\n",
       "    {'docCount': 3, 'value': 'NRC'},\n",
       "    {'docCount': 3, 'value': 'PHMSA'},\n",
       "    {'docCount': 3, 'value': 'USCIS'},\n",
       "    {'docCount': 2, 'value': 'APHIS'},\n",
       "    {'docCount': 2, 'value': 'CPSC'},\n",
       "    {'docCount': 2, 'value': 'DHS'},\n",
       "    {'docCount': 2, 'value': 'FRA'},\n",
       "    {'docCount': 2, 'value': 'FWS'},\n",
       "    {'docCount': 2, 'value': 'NOAA'},\n",
       "    {'docCount': 2, 'value': 'USCG'},\n",
       "    {'docCount': 1, 'value': 'AMS'},\n",
       "    {'docCount': 1, 'value': 'ATBCB'},\n",
       "    {'docCount': 1, 'value': 'BOEM'},\n",
       "    {'docCount': 1, 'value': 'CDC'},\n",
       "    {'docCount': 1, 'value': 'CMS'},\n",
       "    {'docCount': 1, 'value': 'DOT'},\n",
       "    {'docCount': 1, 'value': 'ED'},\n",
       "    {'docCount': 1, 'value': 'EERE'},\n",
       "    {'docCount': 1, 'value': 'FEMA'},\n",
       "    {'docCount': 1, 'value': 'FHWA'},\n",
       "    {'docCount': 1, 'value': 'FNS'},\n",
       "    {'docCount': 1, 'value': 'FTA'},\n",
       "    {'docCount': 1, 'value': 'NIST'},\n",
       "    {'docCount': 1, 'value': 'NLRB'},\n",
       "    {'docCount': 1, 'value': 'NTSB'},\n",
       "    {'docCount': 1, 'value': 'OSHA'},\n",
       "    {'docCount': 1, 'value': 'OSM'},\n",
       "    {'docCount': 1, 'value': 'PTO'},\n",
       "    {'docCount': 1, 'value': 'SSA'},\n",
       "    {'docCount': 1, 'value': 'USCBP'}],\n",
       "   'internationalInterest': []},\n",
       "  'filters': {'lastModifiedDate': {'fromDate': '2021-01-01 00:00:00',\n",
       "    'toDate': '2021-01-05 23:59:59'},\n",
       "   'agencyId': [{'label': 'EPA', 'value': 'EPA'}]},\n",
       "  'hasNextPage': False,\n",
       "  'hasPreviousPage': False,\n",
       "  'numberOfElements': 9,\n",
       "  'pageNumber': 1,\n",
       "  'pageSize': 250,\n",
       "  'totalElements': 9,\n",
       "  'totalPages': 1,\n",
       "  'lastPage': True,\n",
       "  'firstPage': True}}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# test dockets header response\n",
    "downloader.get_request_json(f'https://api.regulations.gov/v4/dockets',\n",
    "                         params={\"filter[agencyId]\": \"EPA\",\n",
    "                                 \"filter[lastModifiedDate][ge]\": \"2021-01-01 00:00:00\",\n",
    "                                 \"filter[lastModifiedDate][le]\": \"2021-01-05 23:59:59\",})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'data': [{'id': 'EPA-HQ-OPP-2008-0331-0178',\n",
       "   'type': 'documents',\n",
       "   'attributes': {'documentType': 'Supporting & Related Material',\n",
       "    'lastModifiedDate': '2021-01-04T12:06:24Z',\n",
       "    'highlightedContent': '',\n",
       "    'frDocNum': None,\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'commentEndDate': None,\n",
       "    'title': 'Considerations for Bridging Bee-Related Effects and Exposure Data\\nfor the Pyrethroids and Pyrethrins',\n",
       "    'postedDate': '2021-01-04T05:00:00Z',\n",
       "    'docketId': 'EPA-HQ-OPP-2008-0331',\n",
       "    'subtype': 'Risk Assessment',\n",
       "    'commentStartDate': None,\n",
       "    'openForComment': False,\n",
       "    'objectId': '09000064849a28a2'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/documents/EPA-HQ-OPP-2008-0331-0178'}},\n",
       "  {'id': 'EPA-HQ-OAR-2002-0055-0007',\n",
       "   'type': 'documents',\n",
       "   'attributes': {'documentType': 'Rule',\n",
       "    'lastModifiedDate': '2021-01-04T21:50:27Z',\n",
       "    'highlightedContent': '',\n",
       "    'frDocNum': '26690',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'commentEndDate': None,\n",
       "    'title': 'National Emission Standards for Hazardous Air Pollutants for Brick and Structural Clay Products Manufacturing; and National Emission Standards for Hazardous Air Pollutants for Clay Ceramics Manufacturing; Final Rule',\n",
       "    'postedDate': None,\n",
       "    'docketId': 'EPA-HQ-OAR-2002-0055',\n",
       "    'subtype': 'Final Rule',\n",
       "    'commentStartDate': None,\n",
       "    'openForComment': False,\n",
       "    'objectId': '09000064800be9ee'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/documents/EPA-HQ-OAR-2002-0055-0007'}},\n",
       "  {'id': 'EPA-HQ-OAR-2002-0055-0012',\n",
       "   'type': 'documents',\n",
       "   'attributes': {'documentType': 'Supporting & Related Material',\n",
       "    'lastModifiedDate': '2021-01-04T22:28:46Z',\n",
       "    'highlightedContent': '',\n",
       "    'frDocNum': None,\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'commentEndDate': None,\n",
       "    'title': 'Letter to Howard Peller, Fioriware from Richard J. Marinshaw, USEPA re: sending a copy of cover letter regarding ICR forms [A-2000-48-II-C-60]',\n",
       "    'postedDate': '2002-06-19T04:00:00Z',\n",
       "    'docketId': 'EPA-HQ-OAR-2002-0055',\n",
       "    'subtype': 'Letter, Memorandum, Email',\n",
       "    'commentStartDate': None,\n",
       "    'openForComment': False,\n",
       "    'objectId': '09000064800bea36'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/documents/EPA-HQ-OAR-2002-0055-0012'}},\n",
       "  {'id': 'EPA-HQ-OPP-2010-0686-0008',\n",
       "   'type': 'documents',\n",
       "   'attributes': {'documentType': 'Notice',\n",
       "    'lastModifiedDate': '2021-01-04T02:00:56Z',\n",
       "    'highlightedContent': '',\n",
       "    'frDocNum': '2020-24524',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'commentEndDate': '2021-01-05T04:59:59Z',\n",
       "    'title': 'Pesticide Registration Review: Draft Human Health and/or Ecological Risk Assessments for Several Pesticides',\n",
       "    'postedDate': '2020-11-05T05:00:00Z',\n",
       "    'docketId': 'EPA-HQ-OPP-2010-0686',\n",
       "    'subtype': None,\n",
       "    'commentStartDate': '2020-11-05T05:00:00Z',\n",
       "    'openForComment': False,\n",
       "    'objectId': '090000648494d1ae'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/documents/EPA-HQ-OPP-2010-0686-0008'}},\n",
       "  {'id': 'EPA-HQ-OLEM-2020-0354-0001',\n",
       "   'type': 'documents',\n",
       "   'attributes': {'documentType': 'Notice',\n",
       "    'lastModifiedDate': '2021-01-04T02:03:22Z',\n",
       "    'highlightedContent': '',\n",
       "    'frDocNum': '2020-24543',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'commentEndDate': '2021-01-05T04:59:59Z',\n",
       "    'title': 'Agency Information Collection Activities; Proposals, Submissions, and Approvals: Results of Newly Required Annual and Triennial Testing to Evaluate the Impacts of 2015 Federal Underground Storage Tank Regulation',\n",
       "    'postedDate': '2020-11-05T05:00:00Z',\n",
       "    'docketId': 'EPA-HQ-OLEM-2020-0354',\n",
       "    'subtype': 'Information Collection Request (ICR)',\n",
       "    'commentStartDate': '2020-11-05T05:00:00Z',\n",
       "    'openForComment': False,\n",
       "    'objectId': '090000648494c76d'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/documents/EPA-HQ-OLEM-2020-0354-0001'}},\n",
       "  {'id': 'EPA-HQ-OPP-2013-0779-0019',\n",
       "   'type': 'documents',\n",
       "   'attributes': {'documentType': 'Notice',\n",
       "    'lastModifiedDate': '2021-01-05T02:03:57Z',\n",
       "    'highlightedContent': '',\n",
       "    'frDocNum': '2020-24524',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'commentEndDate': '2021-01-05T04:59:59Z',\n",
       "    'title': 'Pesticide Registration Review: Draft Human Health and/or Ecological Risk Assessments for Several Pesticides',\n",
       "    'postedDate': '2020-11-05T05:00:00Z',\n",
       "    'docketId': 'EPA-HQ-OPP-2013-0779',\n",
       "    'subtype': None,\n",
       "    'commentStartDate': '2020-11-05T05:00:00Z',\n",
       "    'openForComment': False,\n",
       "    'objectId': '090000648494cee7'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/documents/EPA-HQ-OPP-2013-0779-0019'}},\n",
       "  {'id': 'EPA-HQ-OPP-2015-0288-0038',\n",
       "   'type': 'documents',\n",
       "   'attributes': {'documentType': 'Notice',\n",
       "    'lastModifiedDate': '2021-01-05T02:01:07Z',\n",
       "    'highlightedContent': '',\n",
       "    'frDocNum': '2020-24524',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'commentEndDate': '2021-01-05T04:59:59Z',\n",
       "    'title': 'Pesticide Registration Review: Draft Human Health and/or Ecological Risk Assessments for Several Pesticides',\n",
       "    'postedDate': '2020-11-05T05:00:00Z',\n",
       "    'docketId': 'EPA-HQ-OPP-2015-0288',\n",
       "    'subtype': None,\n",
       "    'commentStartDate': '2020-11-05T05:00:00Z',\n",
       "    'openForComment': False,\n",
       "    'objectId': '090000648494d1ac'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/documents/EPA-HQ-OPP-2015-0288-0038'}},\n",
       "  {'id': 'EPA-HQ-OAR-2002-0088-0049',\n",
       "   'type': 'documents',\n",
       "   'attributes': {'documentType': 'Supporting & Related Material',\n",
       "    'lastModifiedDate': '2021-01-05T17:03:06Z',\n",
       "    'highlightedContent': '',\n",
       "    'frDocNum': None,\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'commentEndDate': None,\n",
       "    'title': 'Recommendation for emission testing at North American Refractories Company, Womelsdorf, Pennsylvania MACT Analysis for the Chromium Refractories Manufacturing Industry NESHAP, Midwest Research Institute (MRI) [A-2000-50-II-B-017]',\n",
       "    'postedDate': '2002-02-08T05:00:00Z',\n",
       "    'docketId': 'EPA-HQ-OAR-2002-0088',\n",
       "    'subtype': 'Public Comment',\n",
       "    'commentStartDate': None,\n",
       "    'openForComment': False,\n",
       "    'objectId': '09000064800badfa'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/documents/EPA-HQ-OAR-2002-0088-0049'}},\n",
       "  {'id': 'EPA-HQ-OAR-2002-0088-0046',\n",
       "   'type': 'documents',\n",
       "   'attributes': {'documentType': 'Supporting & Related Material',\n",
       "    'lastModifiedDate': '2021-01-05T16:56:02Z',\n",
       "    'highlightedContent': '',\n",
       "    'frDocNum': None,\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'commentEndDate': None,\n",
       "    'title': 'Plant location and estimated emissions for risk modeling Maximum Achievable Control Technology (MACT) Standard support; information analysis for the chromium Refractories Manufacturing Industry, Midwest Research Institute, USEPA [A-2000-0050-II-B-014]',\n",
       "    'postedDate': '2002-02-08T05:00:00Z',\n",
       "    'docketId': 'EPA-HQ-OAR-2002-0088',\n",
       "    'subtype': 'Public Comment',\n",
       "    'commentStartDate': None,\n",
       "    'openForComment': False,\n",
       "    'objectId': '09000064800badec'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/documents/EPA-HQ-OAR-2002-0088-0046'}},\n",
       "  {'id': 'EPA-HQ-OAR-2002-0088-0125',\n",
       "   'type': 'documents',\n",
       "   'attributes': {'documentType': 'Supporting & Related Material',\n",
       "    'lastModifiedDate': '2021-01-06T02:01:35Z',\n",
       "    'highlightedContent': '',\n",
       "    'frDocNum': None,\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'commentEndDate': None,\n",
       "    'title': 'Letter to Unifrax Corporation from Richard Marinshaw, Midwest Research Institute (MRI) re: an error in the information collection request (ICR) sent to them by the USEPA [A-2000-50-II-C-50]',\n",
       "    'postedDate': '2002-02-08T05:00:00Z',\n",
       "    'docketId': 'EPA-HQ-OAR-2002-0088',\n",
       "    'subtype': 'Letter, Memorandum, Email',\n",
       "    'commentStartDate': None,\n",
       "    'openForComment': False,\n",
       "    'objectId': '09000064800baf53'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/documents/EPA-HQ-OAR-2002-0088-0125'}},\n",
       "  {'id': 'EPA-HQ-OAR-2002-0088-0128',\n",
       "   'type': 'documents',\n",
       "   'attributes': {'documentType': 'Supporting & Related Material',\n",
       "    'lastModifiedDate': '2021-01-06T02:03:54Z',\n",
       "    'highlightedContent': '',\n",
       "    'frDocNum': None,\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'commentEndDate': None,\n",
       "    'title': 'Letter to Susan P. Zapata, USEPA from James Benson, Vice President of Manufacturing and Technology, Refractory Technology Inc. re: Refractories Manufacturing maximum achievable control technology (MACT) information collection request (ICR) [A-2000-50-II-C-53]',\n",
       "    'postedDate': '2002-02-08T05:00:00Z',\n",
       "    'docketId': 'EPA-HQ-OAR-2002-0088',\n",
       "    'subtype': 'Letter, Memorandum, Email',\n",
       "    'commentStartDate': None,\n",
       "    'openForComment': False,\n",
       "    'objectId': '09000064800baf64'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/documents/EPA-HQ-OAR-2002-0088-0128'}},\n",
       "  {'id': 'EPA-HQ-OAR-2002-0088-0130',\n",
       "   'type': 'documents',\n",
       "   'attributes': {'documentType': 'Supporting & Related Material',\n",
       "    'lastModifiedDate': '2021-01-06T02:06:00Z',\n",
       "    'highlightedContent': '',\n",
       "    'frDocNum': None,\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'commentEndDate': None,\n",
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       "    {'docCount': 6, 'value': 'FRA'},\n",
       "    {'docCount': 6, 'value': 'USCG'},\n",
       "    {'docCount': 5, 'value': 'DHS'},\n",
       "    {'docCount': 5, 'value': 'DOS'},\n",
       "    {'docCount': 5, 'value': 'PTO'},\n",
       "    {'docCount': 4, 'value': 'DARS'},\n",
       "    {'docCount': 4, 'value': 'EERE'},\n",
       "    {'docCount': 4, 'value': 'FAR'},\n",
       "    {'docCount': 4, 'value': 'FRS'},\n",
       "    {'docCount': 4, 'value': 'OSM'},\n",
       "    {'docCount': 4, 'value': 'SSA'},\n",
       "    {'docCount': 4, 'value': 'USCIS'},\n",
       "    {'docCount': 3, 'value': 'CRC'},\n",
       "    {'docCount': 3, 'value': 'DOL'},\n",
       "    {'docCount': 3, 'value': 'OSHA'},\n",
       "    {'docCount': 3, 'value': 'VA'},\n",
       "    {'docCount': 2, 'value': 'CFTC'},\n",
       "    {'docCount': 2, 'value': 'CPSC'},\n",
       "    {'docCount': 2, 'value': 'CRB'},\n",
       "    {'docCount': 2, 'value': 'DEA'},\n",
       "    {'docCount': 2, 'value': 'FEMA'},\n",
       "    {'docCount': 2, 'value': 'FNS'},\n",
       "    {'docCount': 2, 'value': 'FTA'},\n",
       "    {'docCount': 2, 'value': 'FTC'},\n",
       "    {'docCount': 2, 'value': 'GAO'},\n",
       "    {'docCount': 2, 'value': 'HHS'},\n",
       "    {'docCount': 2, 'value': 'ITC'},\n",
       "    {'docCount': 2, 'value': 'MARAD'},\n",
       "    {'docCount': 2, 'value': 'NOAA'},\n",
       "    {'docCount': 2, 'value': 'OPM'},\n",
       "    {'docCount': 2, 'value': 'USPS'},\n",
       "    {'docCount': 1, 'value': 'ATBCB'},\n",
       "    {'docCount': 1, 'value': 'BOEM'},\n",
       "    {'docCount': 1, 'value': 'CDC'},\n",
       "    {'docCount': 1, 'value': 'CFPB'},\n",
       "    {'docCount': 1, 'value': 'DOD'},\n",
       "    {'docCount': 1, 'value': 'DOE'},\n",
       "    {'docCount': 1, 'value': 'EEOC'},\n",
       "    {'docCount': 1, 'value': 'EIB'},\n",
       "    {'docCount': 1, 'value': 'FCA'},\n",
       "    {'docCount': 1, 'value': 'FCC'},\n",
       "    {'docCount': 1, 'value': 'FDIC'},\n",
       "    {'docCount': 1, 'value': 'FHWA'},\n",
       "    {'docCount': 1, 'value': 'GSA'},\n",
       "    {'docCount': 1, 'value': 'HUD'},\n",
       "    {'docCount': 1, 'value': 'IRS'},\n",
       "    {'docCount': 1, 'value': 'NCUA'},\n",
       "    {'docCount': 1, 'value': 'NPS'},\n",
       "    {'docCount': 1, 'value': 'NTSB'},\n",
       "    {'docCount': 1, 'value': 'OCC'},\n",
       "    {'docCount': 1, 'value': 'OFAC'},\n",
       "    {'docCount': 1, 'value': 'OMB'},\n",
       "    {'docCount': 1, 'value': 'TTB'},\n",
       "    {'docCount': 1, 'value': 'USBC'},\n",
       "    {'docCount': 1, 'value': 'USDA'},\n",
       "    {'docCount': 1, 'value': 'USTR'},\n",
       "    {'docCount': 1, 'value': 'WHD'}],\n",
       "   'commentEndDate': [],\n",
       "   'postedDate': []},\n",
       "  'filters': {'lastModifiedDate': {'fromDate': '2021-01-01 00:00:00',\n",
       "    'toDate': '2021-01-05 23:59:59'},\n",
       "   'agencyId': [{'label': 'EPA', 'value': 'EPA'}]},\n",
       "  'hasNextPage': True,\n",
       "  'hasPreviousPage': False,\n",
       "  'numberOfElements': 250,\n",
       "  'pageNumber': 1,\n",
       "  'pageSize': 250,\n",
       "  'totalElements': 299,\n",
       "  'totalPages': 2,\n",
       "  'firstPage': True,\n",
       "  'lastPage': False}}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# test documents header response\n",
    "downloader.get_request_json(f'https://api.regulations.gov/v4/documents',\n",
    "                         params={\"filter[agencyId]\": \"EPA\",\n",
    "                                 \"filter[lastModifiedDate][ge]\": \"2021-01-01 00:00:00\",\n",
    "                                 \"filter[lastModifiedDate][le]\": \"2021-01-05 23:59:59\",})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'data': [{'id': 'EPA-HQ-OPP-2020-0600-0015',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T02:06:56Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Ben Hill Griffin, IV, Chief Executive Officer & Chairman of the Board, AgLogic 15GG',\n",
       "    'objectId': '09000064849c4578',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0600-0015'}},\n",
       "  {'id': 'EPA-HQ-OPP-2018-0258-0189',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:56:26Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Brandon W. Neuschafer, Bryan Cave Leighton Paisner LLP',\n",
       "    'objectId': '09000064849d07ef',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2018-0258-0189'}},\n",
       "  {'id': 'EPA-HQ-OPP-2015-0433-0047',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:46:27Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Michelle Armstrong, Chair, Oregon Hazelnut Commission',\n",
       "    'objectId': '09000064849ccbe8',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2015-0433-0047'}},\n",
       "  {'id': 'EPA-HQ-OPP-2016-0030-0046',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:52:45Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849dcdd6',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2016-0030-0046'}},\n",
       "  {'id': 'EPA-HQ-OPP-2015-0716-0031',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:51:45Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by David Epstein, Vice President for Scientific Affairs, Northwest Horticultural Council (NHC)',\n",
       "    'objectId': '09000064849c27dc',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2015-0716-0031'}},\n",
       "  {'id': 'EPA-HQ-OPP-2013-0244-0027',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:39:09Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Jonathan Kalmuss-Katz and Michelle Mabson, Earthjustice on behalf of Air Alliance Houston et al.',\n",
       "    'objectId': '09000064849c7eb3',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2013-0244-0027'}},\n",
       "  {'id': 'EPA-HQ-OPP-2015-0288-0046',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:43:55Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Alfred J. Fournier, Arizona Pest Management Center, University of Arizona',\n",
       "    'objectId': '09000064849ddb27',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2015-0288-0046'}},\n",
       "  {'id': 'EPA-HQ-OPP-2013-0779-0036',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:40:42Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Michael J. Aerts, Director, Science and Regulatory Affairs, Florida Fruit and Vegetable Association (FFVA)',\n",
       "    'objectId': '09000064849ce2ea',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2013-0779-0036'}},\n",
       "  {'id': 'EPA-HQ-OLEM-2020-0462-0155',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:34:51Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by George A. Kerchner, Executive Director, The Rechargeable Battery Association (PRBA)',\n",
       "    'objectId': '09000064849dcf08',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OLEM-2020-0462-0155'}},\n",
       "  {'id': 'EPA-HQ-OLEM-2020-0462-0152',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:34:32Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by W. Sagar et al.',\n",
       "    'objectId': '09000064849dce67',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OLEM-2020-0462-0152'}},\n",
       "  {'id': 'EPA-HQ-OPP-2020-0585-0046',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T02:03:46Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849c395d',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0585-0046'}},\n",
       "  {'id': 'EPA-HQ-OPP-2020-0585-0037',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T02:06:19Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849b08ce',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0585-0037'}},\n",
       "  {'id': 'EPA-HQ-OPP-2016-0030-0042',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:53:18Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849da5ad',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2016-0030-0042'}},\n",
       "  {'id': 'EPA-HQ-OPP-2020-0585-0035',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T02:05:13Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849af6f6',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0585-0035'}},\n",
       "  {'id': 'EPA-HQ-OPP-2020-0585-0033',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T02:04:19Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by by M. H. (no surname provided)',\n",
       "    'objectId': '090000648499fc61',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0585-0033'}},\n",
       "  {'id': 'EPA-HQ-OPP-2018-0053-0047',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:55:09Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Nathan Donley, Senior Scientist, Environmental Health Program and Jess Tyler, Staff Scientist, Environmental Health Program, Center for Biological Diversity',\n",
       "    'objectId': '090000648497e248',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2018-0053-0047'}},\n",
       "  {'id': 'EPA-HQ-OPP-2015-0568-0041',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:50:33Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Michelle Armstrong, Chair, Oregon Hazelnut Commission',\n",
       "    'objectId': '09000064849ccc4c',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2015-0568-0041'}},\n",
       "  {'id': 'EPA-HQ-OPP-2018-0258-0188',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:57:25Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Grant Aldridge, Chief Executive Officer, Locus Agricultural Solutions, LLC',\n",
       "    'objectId': '09000064849d002a',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2018-0258-0188'}},\n",
       "  {'id': 'EPA-HQ-OPP-2019-0701-0018',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:58:40Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Steven Bennett, Senior Vice President, Scientific & Regulatory Affairs, Household & Commercial Products Association (HCPA)',\n",
       "    'objectId': '09000064849dccb2',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2019-0701-0018'}},\n",
       "  {'id': 'EPA-HQ-OPP-2020-0147-0010',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:59:32Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Regiane G. Pereira, Senior Manager, Regulatory and Scientific Affairs, Nichino America Inc.',\n",
       "    'objectId': '09000064849c28e1',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0147-0010'}},\n",
       "  {'id': 'EPA-HQ-OPP-2009-0209-0039',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-04T20:31:40Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Marisa C. Ordonia and Patti A. Goldman, Earthjustice on behalf of California Rural Legal Assistance Foundation et al. (Part 2 of 3)',\n",
       "    'objectId': '0900006484955939',\n",
       "    'postedDate': '2021-01-04T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2009-0209-0039'}},\n",
       "  {'id': 'EPA-HQ-OPP-2016-0030-0039',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-05T01:39:37Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849d59bf',\n",
       "    'postedDate': '2021-01-04T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2016-0030-0039'}},\n",
       "  {'id': 'EPA-HQ-OPP-2016-0030-0032',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-05T01:40:19Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849d44ae',\n",
       "    'postedDate': '2021-01-04T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2016-0030-0032'}},\n",
       "  {'id': 'EPA-HQ-OPP-2020-0585-0043',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T02:02:00Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849b38f3',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0585-0043'}},\n",
       "  {'id': 'EPA-HQ-OPP-2020-0585-0047',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T02:05:29Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849c4575',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0585-0047'}},\n",
       "  {'id': 'EPA-HQ-OPP-2020-0585-0048',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T02:05:46Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849c57a4',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0585-0048'}},\n",
       "  {'id': 'EPA-HQ-OPP-2013-0779-0037',\n",
       "   'type': 'comments',\n",
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       "  {'id': 'EPA-HQ-OPP-2020-0585-0042',\n",
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       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by George Meyer, Vice President of Operations, Elite Spice, Inc.',\n",
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       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by William Frantz, Executive Director, The Cranberry Institute et al.',\n",
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       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Robert D. Swamson, Deputy Attorney General\\nFor Xavier Becerra, California Attorney General et al.',\n",
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       "    'agencyId': 'EPA',\n",
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       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Gary Bahr, Senior Scientist, Natural Resources Assessment Section Manager, Office of the Director, Washington State Department of Agriculture',\n",
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       "  {'id': 'EPA-HQ-OLEM-2020-0508-0026',\n",
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       "  {'id': 'EPA-HQ-OLEM-2020-0462-0153',\n",
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       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Mark J. Pedersen, Assistant Commissioner, Site  Remediation & Waste Management Program, New Jersey Department of Environmental Protection (DEP)',\n",
       "    'objectId': '09000064849dce6a',\n",
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       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Tom Jarzynka, Senior Director of Quality Assurance, Massey Services',\n",
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       "  {'id': 'EPA-HQ-OPP-2010-0479-0101',\n",
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       "    'agencyId': 'EPA',\n",
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       "  {'id': 'EPA-HQ-OPP-2010-0751-0053',\n",
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       "  {'id': 'EPA-HQ-SFUND-1990-0010-0165',\n",
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       "    'title': 'Comment submitted by Shirley (no surname provided)',\n",
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       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-SFUND-1990-0010-0165'}},\n",
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       "    'highlightedContent': '',\n",
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       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by M. Wright',\n",
       "    'objectId': '09000064849dce64',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-SFUND-1990-0010-0168'}},\n",
       "  {'id': 'EPA-HQ-OPP-2009-0209-0038',\n",
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       "    'highlightedContent': '',\n",
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       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Marisa C. Ordonia and Patti A. Goldman, Earthjustice on behalf of California Rural Legal Assistance Foundation et al. (Part 1 of 3)',\n",
       "    'objectId': '09000064849550db',\n",
       "    'postedDate': '2021-01-04T05:00:00Z'},\n",
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       "  {'id': 'EPA-HQ-OPP-2009-0209-0040',\n",
       "   'type': 'comments',\n",
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       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Marisa C. Ordonia and Patti A. Goldman, Earthjustice on behalf of California Rural Legal Assistance Foundation et al. (Part 3 of 3)',\n",
       "    'objectId': '090000648495557a',\n",
       "    'postedDate': '2021-01-04T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2009-0209-0040'}},\n",
       "  {'id': 'EPA-HQ-OPP-2015-0568-0040',\n",
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       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Jay W. Pscheidt, Extension Plant Pathology Specialist and Professor of Botany and Plant Pathology, Oregon State\\tUniversity',\n",
       "    'objectId': '09000064849cb493',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2015-0568-0040'}},\n",
       "  {'id': 'EPA-HQ-OPP-2018-0258-0192',\n",
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       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Sean M. McCarty, Director of Governmental Affairs, Helena Agri-Enterprises, LLC',\n",
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       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2018-0258-0192'}},\n",
       "  {'id': 'EPA-HQ-OPP-2015-0567-0018',\n",
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       "    'lastModifiedDate': '2021-01-06T01:49:33Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Jay W.Pscheidt, Extension Plant\\tPathology Specialist and Professor of Botany and Plant Pathology, Oregon State University',\n",
       "    'objectId': '09000064849cb40e',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2015-0567-0018'}},\n",
       "  {'id': 'EPA-HQ-OPP-2016-0140-0024',\n",
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       "    'highlightedContent': '',\n",
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       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Nathan Donley, Senior Scientist and Stephanie M. Parent, Senior Attorney, Environmental Health Program, Center for Biological Diversity',\n",
       "    'objectId': '09000064849a2c54',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2016-0140-0024'}},\n",
       "  {'id': 'EPA-HQ-OPP-2018-0258-0187',\n",
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       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Taw W. Richardson, President & Chief Executive Officer, Earth Ag',\n",
       "    'objectId': '09000064849cf805',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2018-0258-0187'}},\n",
       "  {'id': 'EPA-HQ-OPP-2015-0433-0048',\n",
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       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Jay W. Pscheidt, Extension Plant Pathology Specialist and Professor of Botany and Plant Pathology, Oregon State University',\n",
       "    'objectId': '09000064849cb491',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2015-0433-0048'}},\n",
       "  {'id': 'EPA-HQ-OPP-2018-0258-0195',\n",
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       "    'highlightedContent': '',\n",
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       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Greg Cunningham, Director – Regulatory Affairs,\\nThe Scotts Miracle-Gro Company (SMG)',\n",
       "    'objectId': '09000064849d23a2',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2018-0258-0195'}},\n",
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       "    'highlightedContent': '',\n",
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       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by P. Holland',\n",
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       "    'postedDate': '2021-01-04T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OW-2018-0640-0657'}},\n",
       "  {'id': 'EPA-HQ-OAR-2002-0088-0235',\n",
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       "    'highlightedContent': '',\n",
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       "    'agencyId': 'EPA',\n",
       "    'title': 'Memorandum to Richard Marinshaw, Midwest Research Institute (MRI) from M.R. Cauffman, Manager, Plant Environmental, North American Refractories Co. (Company); re: correction concerning the location of a stack from T-4 dryer in figure 8',\n",
       "    'objectId': '09000064800bb179',\n",
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       "  {'id': 'EPA-HQ-OW-2018-0640-0658',\n",
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       "    'title': 'Comment submitted by T.  Bachmann',\n",
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       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Samantha S. Miller, US Crop Protection Regulatory Leader, Corteva Agriscience',\n",
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       "    'highlightedContent': '',\n",
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       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Akayla Bracey, Science and Regulatory Manager and Terry Shistar, Board Member, Beyond Pesticides',\n",
       "    'objectId': '09000064849c3f3e',\n",
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       "  {'id': 'EPA-HQ-OPP-2020-0384-0007',\n",
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       "    'agencyId': 'EPA',\n",
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       "    'objectId': '09000064849aa154',\n",
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       "    'highlightedContent': '',\n",
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       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Annoula Wylderich, Nevada State Director, Animal Wellness Action',\n",
       "    'objectId': '09000064849cd7e7',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
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       "  {'id': 'EPA-HQ-OPP-2011-0855-0263',\n",
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       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Sherill Huun, Supervising Engineer, Sacramento River Source Water Protection Program, City of Sacramento Department of Utilities',\n",
       "    'objectId': '09000064849bb597',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
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       "  {'id': 'EPA-HQ-OPP-2013-0779-0035',\n",
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       "    'highlightedContent': '',\n",
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       "    'title': 'Comment submitted by Carl Jardon, Preisdent, Iowa Corn Growers Association (ICGA)',\n",
       "    'objectId': '09000064849cde82',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2013-0779-0035'}},\n",
       "  {'id': 'EPA-HQ-OPP-2015-0401-0033',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:44:53Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by M. Vaughn',\n",
       "    'objectId': '09000064849c66d2',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2015-0401-0033'}},\n",
       "  {'id': 'EPA-HQ-OPP-2016-0030-0044',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:52:26Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Barry Kent MacKay, Director of Canadian & Special Programs, Born Free USA',\n",
       "    'objectId': '09000064849da26d',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2016-0030-0044'}},\n",
       "  {'id': 'EPA-HQ-OPP-2020-0260-0009',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:59:51Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Stephanie Binns, Washington Regulatory Affairs Manager, BASF Corporation',\n",
       "    'objectId': '09000064849c5487',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0260-0009'}},\n",
       "  {'id': 'EPA-HQ-OPP-2020-0585-0045',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T02:03:25Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849c393d',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0585-0045'}},\n",
       "  {'id': 'EPA-HQ-OPP-2020-0585-0040',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T02:02:16Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849b1822',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0585-0040'}},\n",
       "  {'id': 'EPA-HQ-OPP-2020-0585-0039',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T02:02:50Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849b1b98',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0585-0039'}},\n",
       "  {'id': 'EPA-HQ-OPP-2015-0401-0035',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:44:36Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': \"Comment submitted by Paul Merry, Owner, Merry's Berries\",\n",
       "    'objectId': '09000064849d252b',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2015-0401-0035'}},\n",
       "  {'id': 'EPA-HQ-OLEM-2020-0527-0004',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:36:27Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Bob Kinghorn, Stellar J Corporation',\n",
       "    'objectId': '09000064849da865',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OLEM-2020-0527-0004'}},\n",
       "  {'id': 'EPA-HQ-OGC-2020-0569-0003',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:34:07Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849d6377',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OGC-2020-0569-0003'}},\n",
       "  {'id': 'EPA-HQ-OPP-2018-0258-0190',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:56:45Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by D. Ry Wagner, President & Chief Executive Officer (CEO), AlgaEnergy N.A. Inc.',\n",
       "    'objectId': '09000064849d1467',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2018-0258-0190'}},\n",
       "  {'id': 'EPA-HQ-OPP-2020-0585-0044',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T02:04:02Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849b6062',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0585-0044'}},\n",
       "  {'id': 'EPA-HQ-OPP-2014-0773-0040',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:42:01Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Andrew D. Moore, Chief Executive Officer, National Agricultural Aviation Association (NAAA)',\n",
       "    'objectId': '09000064849bb858',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2014-0773-0040'}},\n",
       "  {'id': 'EPA-HQ-OPP-2012-0413-0114',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:37:31Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Andrew D. Moore, Chief Executive Officer, National Agricultural Aviation Association (NAAA)',\n",
       "    'objectId': '09000064849bae1a',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2012-0413-0114'}},\n",
       "  {'id': 'EPA-HQ-OPP-2015-0288-0045',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:43:37Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Sheryl H. Kunickis, Director, United States Department of Agriculture (UDSA)',\n",
       "    'objectId': '09000064849dcf67',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2015-0288-0045'}},\n",
       "  {'id': 'EPA-HQ-OLEM-2020-0462-0154',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:35:29Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Cheryl Grabham, Materials Management Program Manager, Oregon Department of Environmental Quality (ODEQ)',\n",
       "    'objectId': '09000064849dcf05',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OLEM-2020-0462-0154'}},\n",
       "  {'id': 'EPA-HQ-OPP-2010-0480-0348',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-05T13:37:17Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Andrew D. Moore, Chief Executive Officer, National Agricultural Aviation Association (NAAA)',\n",
       "    'objectId': '09000064849dbf4e',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2010-0480-0348'}},\n",
       "  {'id': 'EPA-HQ-OPP-2010-0480-0349',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-05T22:04:04Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Gary Bahr, Senior Scientist, Natural Resources Assessment Section Manager, Office of the Director, Washington State Department of Agriculture',\n",
       "    'objectId': '09000064849bf798',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2010-0480-0349'}},\n",
       "  {'id': 'EPA-HQ-OPP-2016-0030-0030',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-05T01:39:18Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849d4b58',\n",
       "    'postedDate': '2021-01-04T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2016-0030-0030'}},\n",
       "  {'id': 'EPA-HQ-OPP-2016-0030-0031',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-05T01:39:58Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849d4c58',\n",
       "    'postedDate': '2021-01-04T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2016-0030-0031'}},\n",
       "  {'id': 'EPA-HQ-OPP-2016-0030-0034',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-05T01:38:51Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by J. Weaver',\n",
       "    'objectId': '09000064849d5609',\n",
       "    'postedDate': '2021-01-04T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2016-0030-0034'}},\n",
       "  {'id': 'EPA-HQ-OPP-2016-0030-0036',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-05T01:37:22Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849d56a1',\n",
       "    'postedDate': '2021-01-04T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2016-0030-0036'}},\n",
       "  {'id': 'EPA-HQ-OPP-2016-0030-0037',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-05T01:37:03Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Anonymous public comment',\n",
       "    'objectId': '09000064849d596f',\n",
       "    'postedDate': '2021-01-04T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2016-0030-0037'}},\n",
       "  {'id': 'EPA-HQ-OPP-2018-0258-0191',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:56:09Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by David Hiltz, Director, Global Regulatory Affairs, Acadian Seaplants Limited (ASL)',\n",
       "    'objectId': '09000064849d2588',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2018-0258-0191'}},\n",
       "  {'id': 'EPA-HQ-OPP-2019-0701-0016',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:58:19Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Erica Millette, Chair, AAPCO 25(b) Workgroup\\nProgram Specialist, New Mexico Department of Agriculture',\n",
       "    'objectId': '09000064849b0d6a',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2019-0701-0016'}},\n",
       "  {'id': 'EPA-HQ-OPP-2019-0701-0019',\n",
       "   'type': 'comments',\n",
       "   'attributes': {'documentType': 'Public Submission',\n",
       "    'lastModifiedDate': '2021-01-06T01:59:13Z',\n",
       "    'highlightedContent': '',\n",
       "    'withdrawn': False,\n",
       "    'agencyId': 'EPA',\n",
       "    'title': 'Comment submitted by Kelle Davis, Program Manager, Registration Services, Washington State Department of Agriculture',\n",
       "    'objectId': '09000064849971da',\n",
       "    'postedDate': '2021-01-05T05:00:00Z'},\n",
       "   'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2019-0701-0019'}}],\n",
       " 'meta': {'aggregations': {'agencyId': [{'docCount': 813, 'value': 'OCC'},\n",
       "    {'docCount': 768, 'value': 'FDA'},\n",
       "    {'docCount': 690, 'value': 'CMS'},\n",
       "    {'docCount': 354, 'value': 'VA'},\n",
       "    {'docCount': 347, 'value': 'FWS'},\n",
       "    {'docCount': 268, 'value': 'APHIS'},\n",
       "    {'docCount': 117, 'value': 'EPA'},\n",
       "    {'docCount': 85, 'value': 'FMCSA'},\n",
       "    {'docCount': 74, 'value': 'HRSA'},\n",
       "    {'docCount': 38, 'value': 'MARAD'},\n",
       "    {'docCount': 30, 'value': 'FAA'},\n",
       "    {'docCount': 30, 'value': 'HHS'},\n",
       "    {'docCount': 18, 'value': 'CFPB'},\n",
       "    {'docCount': 18, 'value': 'DEA'},\n",
       "    {'docCount': 18, 'value': 'FHWA'},\n",
       "    {'docCount': 18, 'value': 'NRC'},\n",
       "    {'docCount': 15, 'value': 'ED'},\n",
       "    {'docCount': 14, 'value': 'NHTSA'},\n",
       "    {'docCount': 13, 'value': 'HUD'},\n",
       "    {'docCount': 10, 'value': 'NCUA'},\n",
       "    {'docCount': 9, 'value': 'FINCEN'},\n",
       "    {'docCount': 7, 'value': 'NOAA'},\n",
       "    {'docCount': 7, 'value': 'OSHA'},\n",
       "    {'docCount': 6, 'value': 'COE'},\n",
       "    {'docCount': 6, 'value': 'DHS'},\n",
       "    {'docCount': 6, 'value': 'IRS'},\n",
       "    {'docCount': 6, 'value': 'PHMSA'},\n",
       "    {'docCount': 5, 'value': 'USCIS'},\n",
       "    {'docCount': 4, 'value': 'USCG'},\n",
       "    {'docCount': 3, 'value': 'FRA'},\n",
       "    {'docCount': 2, 'value': 'AMS'},\n",
       "    {'docCount': 2, 'value': 'DOD'},\n",
       "    {'docCount': 2, 'value': 'EERE'},\n",
       "    {'docCount': 2, 'value': 'NLRB'},\n",
       "    {'docCount': 2, 'value': 'PTO'},\n",
       "    {'docCount': 2, 'value': 'TTB'},\n",
       "    {'docCount': 2, 'value': 'USTR'},\n",
       "    {'docCount': 1, 'value': 'ASC'},\n",
       "    {'docCount': 1, 'value': 'BIS'},\n",
       "    {'docCount': 1, 'value': 'CDC'},\n",
       "    {'docCount': 1, 'value': 'CPSC'},\n",
       "    {'docCount': 1, 'value': 'DOT'},\n",
       "    {'docCount': 1, 'value': 'EOIR'},\n",
       "    {'docCount': 1, 'value': 'FEMA'},\n",
       "    {'docCount': 1, 'value': 'USCBP'}],\n",
       "   'postedDate': []},\n",
       "  'filters': {'lastModifiedDate': {'fromDate': '2021-01-01 00:00:00',\n",
       "    'toDate': '2021-01-05 23:59:59'},\n",
       "   'agencyId': [{'label': 'EPA', 'value': 'EPA'}]},\n",
       "  'hasNextPage': False,\n",
       "  'hasPreviousPage': False,\n",
       "  'numberOfElements': 117,\n",
       "  'pageNumber': 1,\n",
       "  'pageSize': 250,\n",
       "  'totalElements': 117,\n",
       "  'totalPages': 1,\n",
       "  'firstPage': True,\n",
       "  'lastPage': True}}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# test comments header response\n",
    "downloader.get_request_json(f'https://api.regulations.gov/v4/comments',\n",
    "                         params={\"filter[agencyId]\": \"EPA\",\n",
    "                                 \"filter[lastModifiedDate][ge]\": \"2021-01-01 00:00:00\",\n",
    "                                 \"filter[lastModifiedDate][le]\": \"2021-01-05 23:59:59\",})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'data': {'id': 'EPA-HQ-OPP-2020-0600-0015',\n",
       "  'type': 'comments',\n",
       "  'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0600-0015'},\n",
       "  'attributes': {'commentOn': '0900006484989bcd',\n",
       "   'commentOnDocumentId': 'EPA-HQ-OPP-2020-0600-0001',\n",
       "   'duplicateComments': 1,\n",
       "   'address1': None,\n",
       "   'address2': None,\n",
       "   'agencyId': 'EPA',\n",
       "   'city': None,\n",
       "   'category': None,\n",
       "   'comment': 'EPA-HQ-OPP-2020-0600<br/>Aldicarb proposed new crop uses FL orange and grapefruit',\n",
       "   'country': None,\n",
       "   'displayProperties': [{'name': 'pageCount',\n",
       "     'label': 'Page Count',\n",
       "     'tooltip': 'Number of pages In the content file'}],\n",
       "   'docAbstract': None,\n",
       "   'docketId': 'EPA-HQ-OPP-2020-0600',\n",
       "   'documentType': 'Public Submission',\n",
       "   'email': None,\n",
       "   'fax': None,\n",
       "   'field1': None,\n",
       "   'field2': None,\n",
       "   'fileFormats': None,\n",
       "   'firstName': None,\n",
       "   'govAgency': None,\n",
       "   'govAgencyType': None,\n",
       "   'objectId': '09000064849c4578',\n",
       "   'lastName': None,\n",
       "   'legacyId': None,\n",
       "   'modifyDate': '2021-01-06T02:06:56Z',\n",
       "   'organization': None,\n",
       "   'originalDocumentId': None,\n",
       "   'pageCount': 1,\n",
       "   'phone': None,\n",
       "   'postedDate': '2021-01-05T05:00:00Z',\n",
       "   'postmarkDate': '2020-12-23T05:00:00Z',\n",
       "   'reasonWithdrawn': None,\n",
       "   'receiveDate': '2020-12-23T05:00:00Z',\n",
       "   'restrictReason': None,\n",
       "   'restrictReasonType': None,\n",
       "   'stateProvinceRegion': None,\n",
       "   'submitterRep': None,\n",
       "   'submitterRepAddress': None,\n",
       "   'submitterRepCityState': None,\n",
       "   'subtype': 'Company/Organization Comment',\n",
       "   'title': 'Comment submitted by Ben Hill Griffin, IV, Chief Executive Officer & Chairman of the Board, AgLogic 15GG',\n",
       "   'trackingNbr': '1k4-9kt6-a4gb',\n",
       "   'withdrawn': False,\n",
       "   'zip': None,\n",
       "   'openForComment': False},\n",
       "  'relationships': {'attachments': {'links': {'self': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0600-0015/relationships/attachments',\n",
       "     'related': 'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0600-0015/attachments'}}}}}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# test comments details response\n",
    "downloader.get_request_json(f'https://api.regulations.gov/v4/comments/EPA-HQ-OPP-2020-0600-0015',\n",
    "                         params=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'docketType': 'Nonrulemaking',\n",
       " 'lastModifiedDate': '2021-01-04T13:18:26Z',\n",
       " 'highlightedContent': None,\n",
       " 'agencyId': 'EPA',\n",
       " 'title': 'Pymetrozine Registration Review',\n",
       " 'objectId': '0b000064812ae12d'}"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# test dockets header response\n",
    "j = downloader.get_request_json(f'https://api.regulations.gov/v4/dockets',\n",
    "                         params={\"filter[agencyId]\": \"EPA\",\n",
    "                                 \"filter[lastModifiedDate][ge]\": \"2021-01-01 00:00:00\",\n",
    "                                 \"filter[lastModifiedDate][le]\": \"2021-01-05 23:59:59\",})\n",
    "\n",
    "j['data'][0]['attributes']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Test get_items_count"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2116"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# get count documents header response\n",
    "downloader.get_items_count(\"documents\", params={\"filter[agencyId]\": \"EPA\",\n",
    "                                 \"filter[lastModifiedDate][ge]\": \"2019-01-01 00:00:00\",\n",
    "                                 \"filter[lastModifiedDate][le]\": \"2019-02-28 23:59:59\",})"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## without trailing s"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "18081"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# get count dockets header response\n",
    "downloader.get_items_count(\"docket\", params={\"filter[agencyId]\": \"EPA\",})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "8038"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# get count documents header response\n",
    "downloader.get_items_count(\"document\", params={\"filter[agencyId]\": \"EPA\",\n",
    "                                                \"filter[postedDate][ge]\": \"2019-01-01\",\n",
    "                                                \"filter[postedDate][le]\": \"2019-06-30\",})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6152"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# get count comments header response\n",
    "downloader.get_items_count(\"comment\", params={\"filter[agencyId]\": \"EPA\",\n",
    "                                                \"filter[postedDate][ge]\": \"2019-01-01\",\n",
    "                                                \"filter[postedDate][le]\": \"2019-03-30\",})"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Test gather_headers"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## dockets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "18081"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# get count dockets header response\n",
    "downloader.get_items_count(\"dockets\", params={\"filter[agencyId]\": \"EPA\",})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 18081 dockets...\n",
      "\n",
      "Enter outer loop (0 dockets collected)...\n",
      "    250 dockets retrieved\n",
      "    500 dockets retrieved\n",
      "    750 dockets retrieved\n",
      "    1000 dockets retrieved\n",
      "    1250 dockets retrieved\n",
      "    1500 dockets retrieved\n",
      "    1750 dockets retrieved\n",
      "    2000 dockets retrieved\n",
      "    2250 dockets retrieved\n",
      "    2500 dockets retrieved\n",
      "    2750 dockets retrieved\n",
      "    3000 dockets retrieved\n",
      "    3250 dockets retrieved\n",
      "    3500 dockets retrieved\n",
      "    3750 dockets retrieved\n",
      "    4000 dockets retrieved\n",
      "    4250 dockets retrieved\n",
      "    4500 dockets retrieved\n",
      "    4750 dockets retrieved\n",
      "    5000 dockets retrieved\n",
      "2021-06-13 16:14:44: Inserting 5000 records into database...\n",
      "\n",
      "Enter outer loop (5000 dockets collected)...\n",
      "    5250 dockets retrieved\n",
      "    5500 dockets retrieved\n",
      "    5750 dockets retrieved\n",
      "    6000 dockets retrieved\n",
      "    6250 dockets retrieved\n",
      "    6500 dockets retrieved\n",
      "    6750 dockets retrieved\n",
      "    7000 dockets retrieved\n",
      "    7250 dockets retrieved\n",
      "    7500 dockets retrieved\n",
      "    7750 dockets retrieved\n",
      "    8000 dockets retrieved\n",
      "    8250 dockets retrieved\n",
      "    8500 dockets retrieved\n",
      "    8750 dockets retrieved\n",
      "    9000 dockets retrieved\n",
      "    9250 dockets retrieved\n",
      "    9500 dockets retrieved\n",
      "    9750 dockets retrieved\n",
      "    10000 dockets retrieved\n",
      "2021-06-13 16:14:50: Inserting 5000 records into database...\n",
      "\n",
      "Enter outer loop (10000 dockets collected)...\n",
      "    10250 dockets retrieved\n",
      "    10500 dockets retrieved\n",
      "    10750 dockets retrieved\n",
      "    11000 dockets retrieved\n",
      "    11250 dockets retrieved\n",
      "    11500 dockets retrieved\n",
      "    11750 dockets retrieved\n",
      "    12000 dockets retrieved\n",
      "    12250 dockets retrieved\n",
      "    12500 dockets retrieved\n",
      "    12750 dockets retrieved\n",
      "    13000 dockets retrieved\n",
      "    13250 dockets retrieved\n",
      "    13500 dockets retrieved\n",
      "    13750 dockets retrieved\n",
      "    14000 dockets retrieved\n",
      "    14250 dockets retrieved\n",
      "    14500 dockets retrieved\n",
      "    14750 dockets retrieved\n",
      "    15000 dockets retrieved\n",
      "2021-06-13 16:14:56: Inserting 5000 records into database...\n",
      "\n",
      "Enter outer loop (15000 dockets collected)...\n",
      "    15250 dockets retrieved\n",
      "    15500 dockets retrieved\n",
      "    15750 dockets retrieved\n",
      "    16000 dockets retrieved\n",
      "    16250 dockets retrieved\n",
      "    16500 dockets retrieved\n",
      "    16750 dockets retrieved\n",
      "    17000 dockets retrieved\n",
      "    17250 dockets retrieved\n",
      "    17500 dockets retrieved\n",
      "    17750 dockets retrieved\n",
      "    18000 dockets retrieved\n",
      "    18112 dockets retrieved\n",
      "2021-06-13 16:15:00: Inserting 3112 records into database...\n",
      "2021-06-13 16:15:00: Finished: approximately 18112 dockets collected\n"
     ]
    }
   ],
   "source": [
    "downloader.gather_headers(\"dockets\", params={\"filter[agencyId]\": \"EPA\"}, db_filename=\"testdb.db\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "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>count(*)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>18081</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   count(*)\n",
       "0     18081"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    x = pd.read_sql_query('select count(*) from dockets_header', conn)\n",
    "x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "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>docketId</th>\n",
       "      <th>agencyId</th>\n",
       "      <th>docketType</th>\n",
       "      <th>title</th>\n",
       "      <th>lastModifiedDate</th>\n",
       "      <th>objectId</th>\n",
       "      <th>sqltime</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>EPA-R06-OAR-2005-TX-0034</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>TX040 Texas: National Emission Standards for H...</td>\n",
       "      <td>2007-09-22T09:17:31Z</td>\n",
       "      <td>0b000064800a7424</td>\n",
       "      <td>2021-06-13 20:14:44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>EPA-R06-OAR-2004-TX-0004</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>TX004 Texas: National Emission Standards for H...</td>\n",
       "      <td>2007-09-22T09:20:29Z</td>\n",
       "      <td>0b000064800a9d6f</td>\n",
       "      <td>2021-06-13 20:14:44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>EPA-R10-OAR-2007-0411</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>ICR Renewal 2007; Federal Implementation Plans...</td>\n",
       "      <td>2008-02-26T19:54:20Z</td>\n",
       "      <td>0b0000648023849a</td>\n",
       "      <td>2021-06-13 20:14:44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>EPA-R10-OAR-2008-0130</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>Announcement of the Delegation of Partial Admi...</td>\n",
       "      <td>2008-04-03T20:18:27Z</td>\n",
       "      <td>0b000064803ad512</td>\n",
       "      <td>2021-06-13 20:14:44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>EPA-R03-RCRA-2008-0256</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>Virginia-Revision to the Final Authorization o...</td>\n",
       "      <td>2008-06-05T09:31:28Z</td>\n",
       "      <td>0b00006480409eac</td>\n",
       "      <td>2021-06-13 20:14:44</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   docketId agencyId     docketType  \\\n",
       "0  EPA-R06-OAR-2005-TX-0034      EPA  Nonrulemaking   \n",
       "1  EPA-R06-OAR-2004-TX-0004      EPA  Nonrulemaking   \n",
       "2     EPA-R10-OAR-2007-0411      EPA  Nonrulemaking   \n",
       "3     EPA-R10-OAR-2008-0130      EPA  Nonrulemaking   \n",
       "4    EPA-R03-RCRA-2008-0256      EPA  Nonrulemaking   \n",
       "\n",
       "                                               title      lastModifiedDate  \\\n",
       "0  TX040 Texas: National Emission Standards for H...  2007-09-22T09:17:31Z   \n",
       "1  TX004 Texas: National Emission Standards for H...  2007-09-22T09:20:29Z   \n",
       "2  ICR Renewal 2007; Federal Implementation Plans...  2008-02-26T19:54:20Z   \n",
       "3  Announcement of the Delegation of Partial Admi...  2008-04-03T20:18:27Z   \n",
       "4  Virginia-Revision to the Final Authorization o...  2008-06-05T09:31:28Z   \n",
       "\n",
       "           objectId              sqltime  \n",
       "0  0b000064800a7424  2021-06-13 20:14:44  \n",
       "1  0b000064800a9d6f  2021-06-13 20:14:44  \n",
       "2  0b0000648023849a  2021-06-13 20:14:44  \n",
       "3  0b000064803ad512  2021-06-13 20:14:44  \n",
       "4  0b00006480409eac  2021-06-13 20:14:44  "
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    x = pd.read_sql_query('select * from dockets_header limit 5', conn)\n",
    "x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 18081 dockets...\n",
      "\n",
      "Enter outer loop (0 dockets collected)...\n",
      "    250 dockets retrieved\n",
      "    500 dockets retrieved\n",
      "    750 dockets retrieved\n",
      "    1000 dockets retrieved\n",
      "    1250 dockets retrieved\n",
      "    1500 dockets retrieved\n",
      "    1750 dockets retrieved\n",
      "    2000 dockets retrieved\n",
      "    2250 dockets retrieved\n",
      "    2500 dockets retrieved\n",
      "(Requests left: 800)\n",
      "    2750 dockets retrieved\n",
      "    3000 dockets retrieved\n",
      "    3250 dockets retrieved\n",
      "    3500 dockets retrieved\n",
      "    3750 dockets retrieved\n",
      "    4000 dockets retrieved\n",
      "    4250 dockets retrieved\n",
      "    4500 dockets retrieved\n",
      "    4750 dockets retrieved\n",
      "    5000 dockets retrieved\n",
      "2021-06-13 16:15:06: Writing 5000 records to dockets_test.csv...Done\n",
      "\n",
      "Enter outer loop (5000 dockets collected)...\n",
      "    5250 dockets retrieved\n",
      "    5500 dockets retrieved\n",
      "    5750 dockets retrieved\n",
      "    6000 dockets retrieved\n",
      "    6250 dockets retrieved\n",
      "    6500 dockets retrieved\n",
      "    6750 dockets retrieved\n",
      "    7000 dockets retrieved\n",
      "    7250 dockets retrieved\n",
      "    7500 dockets retrieved\n",
      "    7750 dockets retrieved\n",
      "    8000 dockets retrieved\n",
      "    8250 dockets retrieved\n",
      "    8500 dockets retrieved\n",
      "    8750 dockets retrieved\n",
      "    9000 dockets retrieved\n",
      "    9250 dockets retrieved\n",
      "    9500 dockets retrieved\n",
      "    9750 dockets retrieved\n",
      "    10000 dockets retrieved\n",
      "2021-06-13 16:15:12: Writing 5000 records to dockets_test.csv...Done\n",
      "\n",
      "Enter outer loop (10000 dockets collected)...\n",
      "    10250 dockets retrieved\n",
      "    10500 dockets retrieved\n",
      "    10750 dockets retrieved\n",
      "    11000 dockets retrieved\n",
      "    11250 dockets retrieved\n",
      "    11500 dockets retrieved\n",
      "    11750 dockets retrieved\n",
      "    12000 dockets retrieved\n",
      "    12250 dockets retrieved\n",
      "    12500 dockets retrieved\n",
      "    12750 dockets retrieved\n",
      "    13000 dockets retrieved\n",
      "    13250 dockets retrieved\n",
      "    13500 dockets retrieved\n",
      "    13750 dockets retrieved\n",
      "    14000 dockets retrieved\n",
      "    14250 dockets retrieved\n",
      "    14500 dockets retrieved\n",
      "    14750 dockets retrieved\n",
      "    15000 dockets retrieved\n",
      "2021-06-13 16:15:18: Writing 5000 records to dockets_test.csv...Done\n",
      "\n",
      "Enter outer loop (15000 dockets collected)...\n",
      "    15250 dockets retrieved\n",
      "    15500 dockets retrieved\n",
      "    15750 dockets retrieved\n",
      "    16000 dockets retrieved\n",
      "    16250 dockets retrieved\n",
      "    16500 dockets retrieved\n",
      "    16750 dockets retrieved\n",
      "    17000 dockets retrieved\n",
      "    17250 dockets retrieved\n",
      "    17500 dockets retrieved\n",
      "    17750 dockets retrieved\n",
      "    18000 dockets retrieved\n",
      "    18112 dockets retrieved\n",
      "2021-06-13 16:15:22: Writing 3112 records to dockets_test.csv...Done\n",
      "2021-06-13 16:15:22: Removing any duplicates in the CSV...\n",
      "2021-06-13 16:15:22: Done. Removed 31 duplicate rows from dockets_test.csv.\n",
      "2021-06-13 16:15:22: Finished: approximately 18112 dockets collected\n"
     ]
    }
   ],
   "source": [
    "# test with flatfile\n",
    "downloader.gather_headers(\"dockets\", params={\"filter[agencyId]\": \"EPA\"},\n",
    "                          csv_filename=\"dockets_test.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### without trailing s"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 18081 dockets...\n",
      "\n",
      "Enter outer loop (0 dockets collected)...\n",
      "    250 dockets retrieved\n",
      "    500 dockets retrieved\n",
      "    750 dockets retrieved\n",
      "    1000 dockets retrieved\n",
      "    1250 dockets retrieved\n",
      "    1500 dockets retrieved\n",
      "    1750 dockets retrieved\n",
      "    2000 dockets retrieved\n",
      "    2250 dockets retrieved\n",
      "    2500 dockets retrieved\n",
      "    2750 dockets retrieved\n",
      "    3000 dockets retrieved\n",
      "    3250 dockets retrieved\n",
      "    3500 dockets retrieved\n",
      "    3750 dockets retrieved\n",
      "    4000 dockets retrieved\n",
      "    4250 dockets retrieved\n",
      "    4500 dockets retrieved\n",
      "    4750 dockets retrieved\n",
      "    5000 dockets retrieved\n",
      "2021-06-13 16:15:51: Inserting 5000 records into database...\n",
      "\n",
      "Enter outer loop (5000 dockets collected)...\n",
      "    5250 dockets retrieved\n",
      "    5500 dockets retrieved\n",
      "    5750 dockets retrieved\n",
      "    6000 dockets retrieved\n",
      "    6250 dockets retrieved\n",
      "    6500 dockets retrieved\n",
      "    6750 dockets retrieved\n",
      "    7000 dockets retrieved\n",
      "    7250 dockets retrieved\n",
      "    7500 dockets retrieved\n",
      "    7750 dockets retrieved\n",
      "    8000 dockets retrieved\n",
      "    8250 dockets retrieved\n",
      "    8500 dockets retrieved\n",
      "    8750 dockets retrieved\n",
      "    9000 dockets retrieved\n",
      "(Requests left: 700)\n",
      "    9250 dockets retrieved\n",
      "    9500 dockets retrieved\n",
      "    9750 dockets retrieved\n",
      "    10000 dockets retrieved\n",
      "2021-06-13 16:15:57: Inserting 5000 records into database...\n",
      "\n",
      "Enter outer loop (10000 dockets collected)...\n",
      "    10250 dockets retrieved\n",
      "    10500 dockets retrieved\n",
      "    10750 dockets retrieved\n",
      "    11000 dockets retrieved\n",
      "    11250 dockets retrieved\n",
      "    11500 dockets retrieved\n",
      "    11750 dockets retrieved\n",
      "    12000 dockets retrieved\n",
      "    12250 dockets retrieved\n",
      "    12500 dockets retrieved\n",
      "    12750 dockets retrieved\n",
      "    13000 dockets retrieved\n",
      "    13250 dockets retrieved\n",
      "    13500 dockets retrieved\n",
      "    13750 dockets retrieved\n",
      "    14000 dockets retrieved\n",
      "    14250 dockets retrieved\n",
      "    14500 dockets retrieved\n",
      "    14750 dockets retrieved\n",
      "    15000 dockets retrieved\n",
      "2021-06-13 16:16:04: Inserting 5000 records into database...\n",
      "\n",
      "Enter outer loop (15000 dockets collected)...\n",
      "    15250 dockets retrieved\n",
      "    15500 dockets retrieved\n",
      "    15750 dockets retrieved\n",
      "    16000 dockets retrieved\n",
      "    16250 dockets retrieved\n",
      "    16500 dockets retrieved\n",
      "    16750 dockets retrieved\n",
      "    17000 dockets retrieved\n",
      "    17250 dockets retrieved\n",
      "    17500 dockets retrieved\n",
      "    17750 dockets retrieved\n",
      "    18000 dockets retrieved\n",
      "    18112 dockets retrieved\n",
      "2021-06-13 16:16:08: Inserting 3112 records into database...\n",
      "2021-06-13 16:16:08: Finished: approximately 18112 dockets collected\n"
     ]
    }
   ],
   "source": [
    "# also use a database in a subdirectory that doesn't yet exist\n",
    "downloader.gather_headers(\"docket\", params={\"filter[agencyId]\": \"EPA\"}, db_filename=\"blah/blah/blah.db\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "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>docketId</th>\n",
       "      <th>agencyId</th>\n",
       "      <th>docketType</th>\n",
       "      <th>title</th>\n",
       "      <th>lastModifiedDate</th>\n",
       "      <th>objectId</th>\n",
       "      <th>sqltime</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>EPA-R06-OAR-2005-TX-0034</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>TX040 Texas: National Emission Standards for H...</td>\n",
       "      <td>2007-09-22T09:17:31Z</td>\n",
       "      <td>0b000064800a7424</td>\n",
       "      <td>2021-06-13 20:15:51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>EPA-R06-OAR-2004-TX-0004</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>TX004 Texas: National Emission Standards for H...</td>\n",
       "      <td>2007-09-22T09:20:29Z</td>\n",
       "      <td>0b000064800a9d6f</td>\n",
       "      <td>2021-06-13 20:15:51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>EPA-R10-OAR-2007-0411</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>ICR Renewal 2007; Federal Implementation Plans...</td>\n",
       "      <td>2008-02-26T19:54:20Z</td>\n",
       "      <td>0b0000648023849a</td>\n",
       "      <td>2021-06-13 20:15:51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>EPA-R10-OAR-2008-0130</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>Announcement of the Delegation of Partial Admi...</td>\n",
       "      <td>2008-04-03T20:18:27Z</td>\n",
       "      <td>0b000064803ad512</td>\n",
       "      <td>2021-06-13 20:15:51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>EPA-R03-RCRA-2008-0256</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>Virginia-Revision to the Final Authorization o...</td>\n",
       "      <td>2008-06-05T09:31:28Z</td>\n",
       "      <td>0b00006480409eac</td>\n",
       "      <td>2021-06-13 20:15:51</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   docketId agencyId     docketType  \\\n",
       "0  EPA-R06-OAR-2005-TX-0034      EPA  Nonrulemaking   \n",
       "1  EPA-R06-OAR-2004-TX-0004      EPA  Nonrulemaking   \n",
       "2     EPA-R10-OAR-2007-0411      EPA  Nonrulemaking   \n",
       "3     EPA-R10-OAR-2008-0130      EPA  Nonrulemaking   \n",
       "4    EPA-R03-RCRA-2008-0256      EPA  Nonrulemaking   \n",
       "\n",
       "                                               title      lastModifiedDate  \\\n",
       "0  TX040 Texas: National Emission Standards for H...  2007-09-22T09:17:31Z   \n",
       "1  TX004 Texas: National Emission Standards for H...  2007-09-22T09:20:29Z   \n",
       "2  ICR Renewal 2007; Federal Implementation Plans...  2008-02-26T19:54:20Z   \n",
       "3  Announcement of the Delegation of Partial Admi...  2008-04-03T20:18:27Z   \n",
       "4  Virginia-Revision to the Final Authorization o...  2008-06-05T09:31:28Z   \n",
       "\n",
       "           objectId              sqltime  \n",
       "0  0b000064800a7424  2021-06-13 20:15:51  \n",
       "1  0b000064800a9d6f  2021-06-13 20:15:51  \n",
       "2  0b0000648023849a  2021-06-13 20:15:51  \n",
       "3  0b000064803ad512  2021-06-13 20:15:51  \n",
       "4  0b00006480409eac  2021-06-13 20:15:51  "
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with sqlite3.connect(\"blah/blah/blah.db\") as conn:\n",
    "    x = pd.read_sql_query('select * from dockets_header limit 5', conn)\n",
    "x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 18081 dockets...\n",
      "\n",
      "Enter outer loop (0 dockets collected)...\n",
      "    250 dockets retrieved\n",
      "    500 dockets retrieved\n",
      "    750 dockets retrieved\n",
      "    1000 dockets retrieved\n",
      "    1250 dockets retrieved\n",
      "    1500 dockets retrieved\n",
      "    1750 dockets retrieved\n",
      "    2000 dockets retrieved\n",
      "    2250 dockets retrieved\n",
      "    2500 dockets retrieved\n",
      "    2750 dockets retrieved\n",
      "    3000 dockets retrieved\n",
      "    3250 dockets retrieved\n",
      "    3500 dockets retrieved\n",
      "    3750 dockets retrieved\n",
      "    4000 dockets retrieved\n",
      "    4250 dockets retrieved\n",
      "    4500 dockets retrieved\n",
      "    4750 dockets retrieved\n",
      "    5000 dockets retrieved\n",
      "2021-06-13 16:16:15: Writing 5000 records to blah2/blah2/blah2.csv...Done\n",
      "\n",
      "Enter outer loop (5000 dockets collected)...\n",
      "    5250 dockets retrieved\n",
      "    5500 dockets retrieved\n",
      "    5750 dockets retrieved\n",
      "    6000 dockets retrieved\n",
      "    6250 dockets retrieved\n",
      "    6500 dockets retrieved\n",
      "    6750 dockets retrieved\n",
      "    7000 dockets retrieved\n",
      "    7250 dockets retrieved\n",
      "    7500 dockets retrieved\n",
      "    7750 dockets retrieved\n",
      "    8000 dockets retrieved\n",
      "    8250 dockets retrieved\n",
      "    8500 dockets retrieved\n",
      "    8750 dockets retrieved\n",
      "    9000 dockets retrieved\n",
      "    9250 dockets retrieved\n",
      "    9500 dockets retrieved\n",
      "    9750 dockets retrieved\n",
      "    10000 dockets retrieved\n",
      "2021-06-13 16:16:21: Writing 5000 records to blah2/blah2/blah2.csv...Done\n",
      "\n",
      "Enter outer loop (10000 dockets collected)...\n",
      "    10250 dockets retrieved\n",
      "    10500 dockets retrieved\n",
      "    10750 dockets retrieved\n",
      "    11000 dockets retrieved\n",
      "    11250 dockets retrieved\n",
      "    11500 dockets retrieved\n",
      "    11750 dockets retrieved\n",
      "    12000 dockets retrieved\n",
      "    12250 dockets retrieved\n",
      "    12500 dockets retrieved\n",
      "    12750 dockets retrieved\n",
      "    13000 dockets retrieved\n",
      "    13250 dockets retrieved\n",
      "    13500 dockets retrieved\n",
      "    13750 dockets retrieved\n",
      "    14000 dockets retrieved\n",
      "    14250 dockets retrieved\n",
      "    14500 dockets retrieved\n",
      "    14750 dockets retrieved\n",
      "    15000 dockets retrieved\n",
      "2021-06-13 16:16:27: Writing 5000 records to blah2/blah2/blah2.csv...Done\n",
      "\n",
      "Enter outer loop (15000 dockets collected)...\n",
      "    15250 dockets retrieved\n",
      "    15500 dockets retrieved\n",
      "    15750 dockets retrieved\n",
      "    16000 dockets retrieved\n",
      "    16250 dockets retrieved\n",
      "    16500 dockets retrieved\n",
      "    16750 dockets retrieved\n",
      "    17000 dockets retrieved\n",
      "    17250 dockets retrieved\n",
      "    17500 dockets retrieved\n",
      "    17750 dockets retrieved\n",
      "    18000 dockets retrieved\n",
      "    18112 dockets retrieved\n",
      "2021-06-13 16:16:31: Writing 3112 records to blah2/blah2/blah2.csv...Done\n",
      "2021-06-13 16:16:31: Removing any duplicates in the CSV...\n",
      "2021-06-13 16:16:31: Done. Removed 31 duplicate rows from blah2/blah2/blah2.csv.\n",
      "2021-06-13 16:16:31: Finished: approximately 18112 dockets collected\n"
     ]
    }
   ],
   "source": [
    "# repeat, using a flatfile and a subdirectory that doesn't yet exist\n",
    "downloader.gather_headers(\"docket\", params={\"filter[agencyId]\": \"EPA\"}, csv_filename=\"blah2/blah2/blah2.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## documents"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "8038"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# get count documents header response\n",
    "downloader.get_items_count(\"documents\", params={\"filter[agencyId]\": \"EPA\",\n",
    "                                                \"filter[postedDate][ge]\": \"2019-01-01\",\n",
    "                                                \"filter[postedDate][le]\": \"2019-06-30\",})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 8038 documents...\n",
      "\n",
      "Enter outer loop (0 documents collected)...\n",
      "    250 documents retrieved\n",
      "    500 documents retrieved\n",
      "    750 documents retrieved\n",
      "    1000 documents retrieved\n",
      "    1250 documents retrieved\n",
      "    1500 documents retrieved\n",
      "    1750 documents retrieved\n",
      "    2000 documents retrieved\n",
      "    2250 documents retrieved\n",
      "    2500 documents retrieved\n",
      "    2750 documents retrieved\n",
      "    3000 documents retrieved\n",
      "    3250 documents retrieved\n",
      "    3500 documents retrieved\n",
      "    3750 documents retrieved\n",
      "    4000 documents retrieved\n",
      "    4250 documents retrieved\n",
      "    4500 documents retrieved\n",
      "    4750 documents retrieved\n",
      "    5000 documents retrieved\n",
      "2021-06-13 16:16:51: Inserting 5000 records into database...\n",
      "\n",
      "Enter outer loop (5000 documents collected)...\n",
      "    5250 documents retrieved\n",
      "    5500 documents retrieved\n",
      "    5750 documents retrieved\n",
      "    6000 documents retrieved\n",
      "    6250 documents retrieved\n",
      "    6500 documents retrieved\n",
      "    6750 documents retrieved\n",
      "    7000 documents retrieved\n",
      "    7250 documents retrieved\n",
      "    7500 documents retrieved\n",
      "    7750 documents retrieved\n",
      "    8000 documents retrieved\n",
      "    8039 documents retrieved\n",
      "2021-06-13 16:17:01: Inserting 3039 records into database...\n",
      "2021-06-13 16:17:01: Finished: approximately 8039 documents collected\n"
     ]
    }
   ],
   "source": [
    "# download to the existing db from above\n",
    "downloader.gather_headers(\"documents\", params={\"filter[agencyId]\": \"EPA\",\n",
    "                                                \"filter[postedDate][ge]\": \"2019-01-01\",\n",
    "                                                \"filter[postedDate][le]\": \"2019-06-30\",},\n",
    "                          db_filename=\"testdb.db\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "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>count(*)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>8038</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   count(*)\n",
       "0      8038"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    x = pd.read_sql_query('select count(*) from documents_header', conn)\n",
    "x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "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>documentId</th>\n",
       "      <th>commentEndDate</th>\n",
       "      <th>commentStartDate</th>\n",
       "      <th>docketId</th>\n",
       "      <th>documentType</th>\n",
       "      <th>frDocNum</th>\n",
       "      <th>lastModifiedDate</th>\n",
       "      <th>objectId</th>\n",
       "      <th>postedDate</th>\n",
       "      <th>subtype</th>\n",
       "      <th>title</th>\n",
       "      <th>withdrawn</th>\n",
       "      <th>sqltime</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>EPA-R01-OAR-2018-0637-0002</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-R01-OAR-2018-0637</td>\n",
       "      <td>Supporting &amp; Related Material</td>\n",
       "      <td>None</td>\n",
       "      <td>2019-01-29T01:33:40Z</td>\n",
       "      <td>0900006483a186ee</td>\n",
       "      <td>2019-01-28T05:00:00Z</td>\n",
       "      <td>None</td>\n",
       "      <td>4-19-17 2010 SO2 SIP Submittal</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:16:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>EPA-R08-OAR-2018-0287-0033</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-R08-OAR-2018-0287</td>\n",
       "      <td>Supporting &amp; Related Material</td>\n",
       "      <td>None</td>\n",
       "      <td>2019-01-29T01:37:09Z</td>\n",
       "      <td>0900006483a1bdb4</td>\n",
       "      <td>2019-01-28T05:00:00Z</td>\n",
       "      <td>None</td>\n",
       "      <td>SUIT Comment on SMNSR-SU-000052-2018.002</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:16:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>EPA-R08-OAR-2018-0323-0012</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-R08-OAR-2018-0323</td>\n",
       "      <td>Supporting &amp; Related Material</td>\n",
       "      <td>None</td>\n",
       "      <td>2019-01-30T01:36:37Z</td>\n",
       "      <td>0900006483a21ed4</td>\n",
       "      <td>2019-01-29T05:00:00Z</td>\n",
       "      <td>None</td>\n",
       "      <td>EJ Memo to File Diablo_AnadarkoDiabloCS_Propos...</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:16:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>EPA-R08-OAR-2018-0323-0013</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-R08-OAR-2018-0323</td>\n",
       "      <td>Supporting &amp; Related Material</td>\n",
       "      <td>None</td>\n",
       "      <td>2019-01-30T01:36:54Z</td>\n",
       "      <td>0900006483a21ed5</td>\n",
       "      <td>2019-01-29T05:00:00Z</td>\n",
       "      <td>None</td>\n",
       "      <td>ESA Memo to File Diablo_ AnadarkoDiabloCS_Prop...</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:16:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>EPA-R08-OAR-2018-0323-0014</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-R08-OAR-2018-0323</td>\n",
       "      <td>Supporting &amp; Related Material</td>\n",
       "      <td>None</td>\n",
       "      <td>2019-01-30T01:37:15Z</td>\n",
       "      <td>0900006483a21ed6</td>\n",
       "      <td>2019-01-29T05:00:00Z</td>\n",
       "      <td>None</td>\n",
       "      <td>NHPA Memo to File Diablo_AnadarkoDiabloCS_Prop...</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:16:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>EPA-R08-OAR-2018-0323-0009</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-R08-OAR-2018-0323</td>\n",
       "      <td>Supporting &amp; Related Material</td>\n",
       "      <td>None</td>\n",
       "      <td>2019-01-30T01:37:34Z</td>\n",
       "      <td>0900006483a21eb1</td>\n",
       "      <td>2019-01-29T05:00:00Z</td>\n",
       "      <td>None</td>\n",
       "      <td>Anadarko Diablo CS Proposed SMNSR Docket Triba...</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:16:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>EPA-R08-OAR-2018-0323-0007</td>\n",
       "      <td>2019-03-07T04:59:59Z</td>\n",
       "      <td>2019-01-29T05:00:00Z</td>\n",
       "      <td>EPA-R08-OAR-2018-0323</td>\n",
       "      <td>Other</td>\n",
       "      <td>None</td>\n",
       "      <td>2019-01-30T01:37:53Z</td>\n",
       "      <td>0900006483a21ea9</td>\n",
       "      <td>2019-01-29T05:00:00Z</td>\n",
       "      <td>None</td>\n",
       "      <td>Anadarko Diablo CS Proposed Permit SMNSR-UO-00...</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:16:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>EPA-R08-OAR-2018-0323-0011</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-R08-OAR-2018-0323</td>\n",
       "      <td>Supporting &amp; Related Material</td>\n",
       "      <td>None</td>\n",
       "      <td>2019-01-30T01:38:12Z</td>\n",
       "      <td>0900006483a21ed2</td>\n",
       "      <td>2019-01-29T05:00:00Z</td>\n",
       "      <td>None</td>\n",
       "      <td>Anadarko Diablo CS TSD SMNSR-UO-000823-2016.001</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:16:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>EPA-R08-OAR-2018-0323-0010</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-R08-OAR-2018-0323</td>\n",
       "      <td>Supporting &amp; Related Material</td>\n",
       "      <td>None</td>\n",
       "      <td>2019-01-30T01:38:31Z</td>\n",
       "      <td>0900006483a21ed1</td>\n",
       "      <td>2019-01-29T05:00:00Z</td>\n",
       "      <td>None</td>\n",
       "      <td>Anadarko Diablo CS Proposed SMNSR Public Notic...</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:16:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>EPA-R08-OAR-2018-0323-0008</td>\n",
       "      <td>None</td>\n",
       "      <td>2019-01-29T05:00:00Z</td>\n",
       "      <td>EPA-R08-OAR-2018-0323</td>\n",
       "      <td>Other</td>\n",
       "      <td>None</td>\n",
       "      <td>2019-01-30T01:38:49Z</td>\n",
       "      <td>0900006483a21eaa</td>\n",
       "      <td>2019-01-29T05:00:00Z</td>\n",
       "      <td>None</td>\n",
       "      <td>Anadarko Diablo CS Proposed SMNSR Transmittal ...</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:16:52</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   documentId        commentEndDate      commentStartDate  \\\n",
       "0  EPA-R01-OAR-2018-0637-0002                  None                  None   \n",
       "1  EPA-R08-OAR-2018-0287-0033                  None                  None   \n",
       "2  EPA-R08-OAR-2018-0323-0012                  None                  None   \n",
       "3  EPA-R08-OAR-2018-0323-0013                  None                  None   \n",
       "4  EPA-R08-OAR-2018-0323-0014                  None                  None   \n",
       "5  EPA-R08-OAR-2018-0323-0009                  None                  None   \n",
       "6  EPA-R08-OAR-2018-0323-0007  2019-03-07T04:59:59Z  2019-01-29T05:00:00Z   \n",
       "7  EPA-R08-OAR-2018-0323-0011                  None                  None   \n",
       "8  EPA-R08-OAR-2018-0323-0010                  None                  None   \n",
       "9  EPA-R08-OAR-2018-0323-0008                  None  2019-01-29T05:00:00Z   \n",
       "\n",
       "                docketId                   documentType frDocNum  \\\n",
       "0  EPA-R01-OAR-2018-0637  Supporting & Related Material     None   \n",
       "1  EPA-R08-OAR-2018-0287  Supporting & Related Material     None   \n",
       "2  EPA-R08-OAR-2018-0323  Supporting & Related Material     None   \n",
       "3  EPA-R08-OAR-2018-0323  Supporting & Related Material     None   \n",
       "4  EPA-R08-OAR-2018-0323  Supporting & Related Material     None   \n",
       "5  EPA-R08-OAR-2018-0323  Supporting & Related Material     None   \n",
       "6  EPA-R08-OAR-2018-0323                          Other     None   \n",
       "7  EPA-R08-OAR-2018-0323  Supporting & Related Material     None   \n",
       "8  EPA-R08-OAR-2018-0323  Supporting & Related Material     None   \n",
       "9  EPA-R08-OAR-2018-0323                          Other     None   \n",
       "\n",
       "       lastModifiedDate          objectId            postedDate subtype  \\\n",
       "0  2019-01-29T01:33:40Z  0900006483a186ee  2019-01-28T05:00:00Z    None   \n",
       "1  2019-01-29T01:37:09Z  0900006483a1bdb4  2019-01-28T05:00:00Z    None   \n",
       "2  2019-01-30T01:36:37Z  0900006483a21ed4  2019-01-29T05:00:00Z    None   \n",
       "3  2019-01-30T01:36:54Z  0900006483a21ed5  2019-01-29T05:00:00Z    None   \n",
       "4  2019-01-30T01:37:15Z  0900006483a21ed6  2019-01-29T05:00:00Z    None   \n",
       "5  2019-01-30T01:37:34Z  0900006483a21eb1  2019-01-29T05:00:00Z    None   \n",
       "6  2019-01-30T01:37:53Z  0900006483a21ea9  2019-01-29T05:00:00Z    None   \n",
       "7  2019-01-30T01:38:12Z  0900006483a21ed2  2019-01-29T05:00:00Z    None   \n",
       "8  2019-01-30T01:38:31Z  0900006483a21ed1  2019-01-29T05:00:00Z    None   \n",
       "9  2019-01-30T01:38:49Z  0900006483a21eaa  2019-01-29T05:00:00Z    None   \n",
       "\n",
       "                                               title  withdrawn  \\\n",
       "0                     4-19-17 2010 SO2 SIP Submittal          0   \n",
       "1           SUIT Comment on SMNSR-SU-000052-2018.002          0   \n",
       "2  EJ Memo to File Diablo_AnadarkoDiabloCS_Propos...          0   \n",
       "3  ESA Memo to File Diablo_ AnadarkoDiabloCS_Prop...          0   \n",
       "4  NHPA Memo to File Diablo_AnadarkoDiabloCS_Prop...          0   \n",
       "5  Anadarko Diablo CS Proposed SMNSR Docket Triba...          0   \n",
       "6  Anadarko Diablo CS Proposed Permit SMNSR-UO-00...          0   \n",
       "7    Anadarko Diablo CS TSD SMNSR-UO-000823-2016.001          0   \n",
       "8  Anadarko Diablo CS Proposed SMNSR Public Notic...          0   \n",
       "9  Anadarko Diablo CS Proposed SMNSR Transmittal ...          0   \n",
       "\n",
       "               sqltime  \n",
       "0  2021-06-13 20:16:52  \n",
       "1  2021-06-13 20:16:52  \n",
       "2  2021-06-13 20:16:52  \n",
       "3  2021-06-13 20:16:52  \n",
       "4  2021-06-13 20:16:52  \n",
       "5  2021-06-13 20:16:52  \n",
       "6  2021-06-13 20:16:52  \n",
       "7  2021-06-13 20:16:52  \n",
       "8  2021-06-13 20:16:52  \n",
       "9  2021-06-13 20:16:52  "
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    x = pd.read_sql_query('select * from documents_header where lastModifiedDate is not null limit 10', conn)\n",
    "x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "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>docketId</th>\n",
       "      <th>agencyId</th>\n",
       "      <th>docketType</th>\n",
       "      <th>title</th>\n",
       "      <th>lastModifiedDate</th>\n",
       "      <th>objectId</th>\n",
       "      <th>sqltime</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>EPA-R06-OAR-2005-TX-0034</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>TX040 Texas: National Emission Standards for H...</td>\n",
       "      <td>2007-09-22T09:17:31Z</td>\n",
       "      <td>0b000064800a7424</td>\n",
       "      <td>2021-06-13 20:14:44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>EPA-R06-OAR-2004-TX-0004</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>TX004 Texas: National Emission Standards for H...</td>\n",
       "      <td>2007-09-22T09:20:29Z</td>\n",
       "      <td>0b000064800a9d6f</td>\n",
       "      <td>2021-06-13 20:14:44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>EPA-R10-OAR-2007-0411</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>ICR Renewal 2007; Federal Implementation Plans...</td>\n",
       "      <td>2008-02-26T19:54:20Z</td>\n",
       "      <td>0b0000648023849a</td>\n",
       "      <td>2021-06-13 20:14:44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>EPA-R10-OAR-2008-0130</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>Announcement of the Delegation of Partial Admi...</td>\n",
       "      <td>2008-04-03T20:18:27Z</td>\n",
       "      <td>0b000064803ad512</td>\n",
       "      <td>2021-06-13 20:14:44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>EPA-R03-RCRA-2008-0256</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>Virginia-Revision to the Final Authorization o...</td>\n",
       "      <td>2008-06-05T09:31:28Z</td>\n",
       "      <td>0b00006480409eac</td>\n",
       "      <td>2021-06-13 20:14:44</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   docketId agencyId     docketType  \\\n",
       "0  EPA-R06-OAR-2005-TX-0034      EPA  Nonrulemaking   \n",
       "1  EPA-R06-OAR-2004-TX-0004      EPA  Nonrulemaking   \n",
       "2     EPA-R10-OAR-2007-0411      EPA  Nonrulemaking   \n",
       "3     EPA-R10-OAR-2008-0130      EPA  Nonrulemaking   \n",
       "4    EPA-R03-RCRA-2008-0256      EPA  Nonrulemaking   \n",
       "\n",
       "                                               title      lastModifiedDate  \\\n",
       "0  TX040 Texas: National Emission Standards for H...  2007-09-22T09:17:31Z   \n",
       "1  TX004 Texas: National Emission Standards for H...  2007-09-22T09:20:29Z   \n",
       "2  ICR Renewal 2007; Federal Implementation Plans...  2008-02-26T19:54:20Z   \n",
       "3  Announcement of the Delegation of Partial Admi...  2008-04-03T20:18:27Z   \n",
       "4  Virginia-Revision to the Final Authorization o...  2008-06-05T09:31:28Z   \n",
       "\n",
       "           objectId              sqltime  \n",
       "0  0b000064800a7424  2021-06-13 20:14:44  \n",
       "1  0b000064800a9d6f  2021-06-13 20:14:44  \n",
       "2  0b0000648023849a  2021-06-13 20:14:44  \n",
       "3  0b000064803ad512  2021-06-13 20:14:44  \n",
       "4  0b00006480409eac  2021-06-13 20:14:44  "
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# does dockets_header still exist?\n",
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    x = pd.read_sql_query('select * from dockets_header limit 5', conn)\n",
    "x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 8038 documents...\n",
      "\n",
      "Enter outer loop (0 documents collected)...\n",
      "    250 documents retrieved\n",
      "    500 documents retrieved\n",
      "    750 documents retrieved\n",
      "    1000 documents retrieved\n",
      "    1250 documents retrieved\n",
      "    1500 documents retrieved\n",
      "    1750 documents retrieved\n",
      "    2000 documents retrieved\n",
      "    2250 documents retrieved\n",
      "    2500 documents retrieved\n",
      "    2750 documents retrieved\n",
      "    3000 documents retrieved\n",
      "    3250 documents retrieved\n",
      "    3500 documents retrieved\n",
      "    3750 documents retrieved\n",
      "    4000 documents retrieved\n",
      "    4250 documents retrieved\n",
      "    4500 documents retrieved\n",
      "    4750 documents retrieved\n",
      "    5000 documents retrieved\n",
      "2021-06-13 16:17:20: Inserting 5000 records into database...\n",
      "2021-06-13 16:17:20: Writing 5000 records to documents_test.csv...Done\n",
      "\n",
      "Enter outer loop (5000 documents collected)...\n",
      "    5250 documents retrieved\n",
      "    5500 documents retrieved\n",
      "    5750 documents retrieved\n",
      "    6000 documents retrieved\n",
      "    6250 documents retrieved\n",
      "    6500 documents retrieved\n",
      "    6750 documents retrieved\n",
      "    7000 documents retrieved\n",
      "    7250 documents retrieved\n",
      "    7500 documents retrieved\n",
      "    7750 documents retrieved\n",
      "    8000 documents retrieved\n",
      "    8039 documents retrieved\n",
      "2021-06-13 16:17:29: Inserting 3039 records into database...\n",
      "2021-06-13 16:17:29: Writing 3039 records to documents_test.csv...Done\n",
      "2021-06-13 16:17:29: Removing any duplicates in the CSV...\n",
      "2021-06-13 16:17:30: Done. Removed 1 duplicate rows from documents_test.csv.\n",
      "2021-06-13 16:17:30: Finished: approximately 8039 documents collected\n"
     ]
    }
   ],
   "source": [
    "# test with flatfile AND a databawe\n",
    "downloader.gather_headers(\"documents\", params={\"filter[agencyId]\": \"EPA\",\n",
    "                                                \"filter[postedDate][ge]\": \"2019-01-01\",\n",
    "                                                \"filter[postedDate][le]\": \"2019-06-30\",},\n",
    "                         db_filename=\"testdb2.db\",\n",
    "                         csv_filename=\"documents_test.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## comments"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6152"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# get count comments header response\n",
    "downloader.get_items_count(\"comments\", params={\"filter[agencyId]\": \"EPA\",\n",
    "                                                \"filter[postedDate][ge]\": \"2019-01-01\",\n",
    "                                                \"filter[postedDate][le]\": \"2019-03-30\",})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 6152 comments...\n",
      "\n",
      "Enter outer loop (0 comments collected)...\n",
      "    250 comments retrieved\n",
      "    500 comments retrieved\n",
      "    750 comments retrieved\n",
      "    1000 comments retrieved\n",
      "    1250 comments retrieved\n",
      "    1500 comments retrieved\n",
      "    1750 comments retrieved\n",
      "    2000 comments retrieved\n",
      "    2250 comments retrieved\n",
      "    2500 comments retrieved\n",
      "    2750 comments retrieved\n",
      "    3000 comments retrieved\n",
      "    3250 comments retrieved\n",
      "    3500 comments retrieved\n",
      "    3750 comments retrieved\n",
      "    4000 comments retrieved\n",
      "    4250 comments retrieved\n",
      "    4500 comments retrieved\n",
      "(Requests left: 500)\n",
      "    4750 comments retrieved\n",
      "    5000 comments retrieved\n",
      "2021-06-13 16:17:52: Inserting 5000 records into database...\n",
      "\n",
      "Enter outer loop (5000 comments collected)...\n",
      "    5250 comments retrieved\n",
      "    5500 comments retrieved\n",
      "    5750 comments retrieved\n",
      "    6000 comments retrieved\n",
      "    6153 comments retrieved\n",
      "2021-06-13 16:17:56: Inserting 1153 records into database...\n",
      "2021-06-13 16:17:57: Finished: approximately 6153 comments collected\n"
     ]
    }
   ],
   "source": [
    "downloader.gather_headers(\"comments\", params={\"filter[agencyId]\": \"EPA\",\n",
    "                                                \"filter[postedDate][ge]\": \"2019-01-01\",\n",
    "                                                \"filter[postedDate][le]\": \"2019-03-30\",},\n",
    "                          db_filename=\"testdb.db\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "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>count(*)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>6152</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   count(*)\n",
       "0      6152"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    x = pd.read_sql_query('select count(*) from comments_header', conn)\n",
    "x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "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>commentId</th>\n",
       "      <th>agencyId</th>\n",
       "      <th>documentType</th>\n",
       "      <th>lastModifiedDate</th>\n",
       "      <th>objectId</th>\n",
       "      <th>postedDate</th>\n",
       "      <th>title</th>\n",
       "      <th>withdrawn</th>\n",
       "      <th>sqltime</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>EPA-R02-OAR-2017-0094-0011</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Public Submission</td>\n",
       "      <td>2019-01-29T01:34:00Z</td>\n",
       "      <td>09000064839dddc8</td>\n",
       "      <td>2019-01-28T05:00:00Z</td>\n",
       "      <td>Comment on EPA-R02-OAR-2017-0094-0001</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:17:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>EPA-R02-OAR-2017-0094-0012</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Public Submission</td>\n",
       "      <td>2019-01-29T01:34:20Z</td>\n",
       "      <td>09000064839e1ba3</td>\n",
       "      <td>2019-01-28T05:00:00Z</td>\n",
       "      <td>Comment on EPA-R02-OAR-2017-0094-0001</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:17:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>EPA-R04-OAR-2018-0544-0004</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Public Submission</td>\n",
       "      <td>2019-01-29T01:34:38Z</td>\n",
       "      <td>09000064839e6930</td>\n",
       "      <td>2019-01-28T05:00:00Z</td>\n",
       "      <td>Comment on EPA-R04-OAR-2018-0544-0001</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:17:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>EPA-R04-OAR-2018-0544-0003</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Public Submission</td>\n",
       "      <td>2019-01-29T01:34:56Z</td>\n",
       "      <td>09000064839e4021</td>\n",
       "      <td>2019-01-28T05:00:00Z</td>\n",
       "      <td>Comment on EPA-R04-OAR-2018-0544-0001</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:17:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>EPA-R05-OAR-2017-0741-0004</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Public Submission</td>\n",
       "      <td>2019-01-29T01:35:15Z</td>\n",
       "      <td>090000648399264b</td>\n",
       "      <td>2019-01-28T05:00:00Z</td>\n",
       "      <td>Comment 1 on the Proposed approval of the Mich...</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:17:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>EPA-R05-OAR-2018-0384-0003</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Public Submission</td>\n",
       "      <td>2019-01-29T01:35:32Z</td>\n",
       "      <td>090000648399f9bc</td>\n",
       "      <td>2019-01-28T05:00:00Z</td>\n",
       "      <td>Comment 1 on Proposed Approval of Ohio Particu...</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:17:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>EPA-R05-OAR-2018-0393-0003</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Public Submission</td>\n",
       "      <td>2019-01-29T01:35:52Z</td>\n",
       "      <td>09000064839c55ea</td>\n",
       "      <td>2019-01-28T05:00:00Z</td>\n",
       "      <td>Public Comment 1 on the Proposed approval of t...</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:17:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>EPA-R05-OAR-2018-0393-0004</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Public Submission</td>\n",
       "      <td>2019-01-29T01:36:10Z</td>\n",
       "      <td>09000064839e6a58</td>\n",
       "      <td>2019-01-28T05:00:00Z</td>\n",
       "      <td>Public Comment 2 on the Proposed approval of t...</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:17:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>EPA-R06-OAR-2015-0189-0281</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Public Submission</td>\n",
       "      <td>2019-01-29T01:36:30Z</td>\n",
       "      <td>09000064839d23bf</td>\n",
       "      <td>2019-01-28T05:00:00Z</td>\n",
       "      <td>AR020.0281 Arkansas Affordable Energy Coalitio...</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:17:52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>EPA-R06-OAR-2015-0189-0280</td>\n",
       "      <td>EPA</td>\n",
       "      <td>Public Submission</td>\n",
       "      <td>2019-01-29T01:36:50Z</td>\n",
       "      <td>09000064839ce2d1</td>\n",
       "      <td>2019-01-28T05:00:00Z</td>\n",
       "      <td>AR020.0280 Entergy Arkansas, LLC, Entergy Miss...</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-06-13 20:17:52</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                    commentId agencyId       documentType  \\\n",
       "0  EPA-R02-OAR-2017-0094-0011      EPA  Public Submission   \n",
       "1  EPA-R02-OAR-2017-0094-0012      EPA  Public Submission   \n",
       "2  EPA-R04-OAR-2018-0544-0004      EPA  Public Submission   \n",
       "3  EPA-R04-OAR-2018-0544-0003      EPA  Public Submission   \n",
       "4  EPA-R05-OAR-2017-0741-0004      EPA  Public Submission   \n",
       "5  EPA-R05-OAR-2018-0384-0003      EPA  Public Submission   \n",
       "6  EPA-R05-OAR-2018-0393-0003      EPA  Public Submission   \n",
       "7  EPA-R05-OAR-2018-0393-0004      EPA  Public Submission   \n",
       "8  EPA-R06-OAR-2015-0189-0281      EPA  Public Submission   \n",
       "9  EPA-R06-OAR-2015-0189-0280      EPA  Public Submission   \n",
       "\n",
       "       lastModifiedDate          objectId            postedDate  \\\n",
       "0  2019-01-29T01:34:00Z  09000064839dddc8  2019-01-28T05:00:00Z   \n",
       "1  2019-01-29T01:34:20Z  09000064839e1ba3  2019-01-28T05:00:00Z   \n",
       "2  2019-01-29T01:34:38Z  09000064839e6930  2019-01-28T05:00:00Z   \n",
       "3  2019-01-29T01:34:56Z  09000064839e4021  2019-01-28T05:00:00Z   \n",
       "4  2019-01-29T01:35:15Z  090000648399264b  2019-01-28T05:00:00Z   \n",
       "5  2019-01-29T01:35:32Z  090000648399f9bc  2019-01-28T05:00:00Z   \n",
       "6  2019-01-29T01:35:52Z  09000064839c55ea  2019-01-28T05:00:00Z   \n",
       "7  2019-01-29T01:36:10Z  09000064839e6a58  2019-01-28T05:00:00Z   \n",
       "8  2019-01-29T01:36:30Z  09000064839d23bf  2019-01-28T05:00:00Z   \n",
       "9  2019-01-29T01:36:50Z  09000064839ce2d1  2019-01-28T05:00:00Z   \n",
       "\n",
       "                                               title  withdrawn  \\\n",
       "0              Comment on EPA-R02-OAR-2017-0094-0001          0   \n",
       "1              Comment on EPA-R02-OAR-2017-0094-0001          0   \n",
       "2              Comment on EPA-R04-OAR-2018-0544-0001          0   \n",
       "3              Comment on EPA-R04-OAR-2018-0544-0001          0   \n",
       "4  Comment 1 on the Proposed approval of the Mich...          0   \n",
       "5  Comment 1 on Proposed Approval of Ohio Particu...          0   \n",
       "6  Public Comment 1 on the Proposed approval of t...          0   \n",
       "7  Public Comment 2 on the Proposed approval of t...          0   \n",
       "8  AR020.0281 Arkansas Affordable Energy Coalitio...          0   \n",
       "9  AR020.0280 Entergy Arkansas, LLC, Entergy Miss...          0   \n",
       "\n",
       "               sqltime  \n",
       "0  2021-06-13 20:17:52  \n",
       "1  2021-06-13 20:17:52  \n",
       "2  2021-06-13 20:17:52  \n",
       "3  2021-06-13 20:17:52  \n",
       "4  2021-06-13 20:17:52  \n",
       "5  2021-06-13 20:17:52  \n",
       "6  2021-06-13 20:17:52  \n",
       "7  2021-06-13 20:17:52  \n",
       "8  2021-06-13 20:17:52  \n",
       "9  2021-06-13 20:17:52  "
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    x = pd.read_sql_query('select * from comments_header limit 10', conn)\n",
    "x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   count(*)\n",
      "0      8038\n",
      "   count(*)\n",
      "0     18081\n"
     ]
    }
   ],
   "source": [
    "# do document_header and docket_header still exist?\n",
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    print(pd.read_sql_query('select count(*) from documents_header', conn))\n",
    "    print(pd.read_sql_query('select count(*) from dockets_header', conn))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 6152 comments...\n",
      "\n",
      "Enter outer loop (0 comments collected)...\n",
      "    250 comments retrieved\n",
      "    500 comments retrieved\n",
      "    750 comments retrieved\n",
      "    1000 comments retrieved\n",
      "    1250 comments retrieved\n",
      "    1500 comments retrieved\n",
      "    1750 comments retrieved\n",
      "    2000 comments retrieved\n",
      "    2250 comments retrieved\n",
      "    2500 comments retrieved\n",
      "    2750 comments retrieved\n",
      "    3000 comments retrieved\n",
      "    3250 comments retrieved\n",
      "    3500 comments retrieved\n",
      "    3750 comments retrieved\n",
      "    4000 comments retrieved\n",
      "    4250 comments retrieved\n",
      "    4500 comments retrieved\n",
      "    4750 comments retrieved\n",
      "    5000 comments retrieved\n",
      "2021-06-13 16:18:17: Writing 5000 records to comments_test.csv...Done\n",
      "\n",
      "Enter outer loop (5000 comments collected)...\n",
      "    5250 comments retrieved\n",
      "    5500 comments retrieved\n",
      "    5750 comments retrieved\n",
      "    6000 comments retrieved\n",
      "    6153 comments retrieved\n",
      "2021-06-13 16:18:21: Writing 1153 records to comments_test.csv...Done\n",
      "2021-06-13 16:18:21: Removing any duplicates in the CSV...\n",
      "2021-06-13 16:18:21: Done. Removed 1 duplicate rows from comments_test.csv.\n",
      "2021-06-13 16:18:21: Finished: approximately 6153 comments collected\n"
     ]
    }
   ],
   "source": [
    "# test with flatfile\n",
    "downloader.gather_headers(\"comments\", params={\"filter[agencyId]\": \"EPA\",\n",
    "                                                \"filter[postedDate][ge]\": \"2019-01-01\",\n",
    "                                                \"filter[postedDate][le]\": \"2019-03-30\",},\n",
    "                         csv_filename=\"comments_test.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### without trailing s"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 6152 comments...\n",
      "\n",
      "Enter outer loop (0 comments collected)...\n",
      "    250 comments retrieved\n",
      "    500 comments retrieved\n",
      "    750 comments retrieved\n",
      "    1000 comments retrieved\n",
      "    1250 comments retrieved\n",
      "    1500 comments retrieved\n",
      "    1750 comments retrieved\n",
      "    2000 comments retrieved\n",
      "    2250 comments retrieved\n",
      "    2500 comments retrieved\n",
      "    2750 comments retrieved\n",
      "    3000 comments retrieved\n",
      "    3250 comments retrieved\n",
      "    3500 comments retrieved\n",
      "    3750 comments retrieved\n",
      "    4000 comments retrieved\n",
      "    4250 comments retrieved\n",
      "    4500 comments retrieved\n",
      "    4750 comments retrieved\n",
      "    5000 comments retrieved\n",
      "2021-06-13 16:18:42: Inserting 5000 records into database...\n",
      "\n",
      "Enter outer loop (5000 comments collected)...\n",
      "    5250 comments retrieved\n",
      "    5500 comments retrieved\n",
      "    5750 comments retrieved\n",
      "    6000 comments retrieved\n",
      "    6153 comments retrieved\n",
      "2021-06-13 16:18:47: Inserting 1153 records into database...\n",
      "2021-06-13 16:18:47: Finished: approximately 6153 comments collected\n"
     ]
    }
   ],
   "source": [
    "# test with new database\n",
    "downloader.gather_headers(\"comment\", params={\"filter[agencyId]\": \"EPA\",\n",
    "                                                \"filter[postedDate][ge]\": \"2019-01-01\",\n",
    "                                                \"filter[postedDate][le]\": \"2019-03-30\",},\n",
    "                         db_filename=\"comments/comments.db\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   count(*)\n",
      "0      6152\n"
     ]
    }
   ],
   "source": [
    "with sqlite3.connect(\"comments/comments.db\") as conn:\n",
    "    print(pd.read_sql_query('select count(*) from comments_header', conn))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# test gather_details"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## dockets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    docket_ids = pd.read_sql_query('select docketId from dockets_header limit 25', conn)['docketId'].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021-06-13 16:18:47: Gathering details for 25 dockets...\n",
      "2021-06-13 16:18:48: Inserting 10 records into database...\n",
      "2021-06-13 16:18:50: Inserting 10 records into database...\n",
      "2021-06-13 16:18:51: Inserting 5 records into database...\n",
      "2021-06-13 16:18:51: Finished: 25 dockets collected\n"
     ]
    }
   ],
   "source": [
    "downloader.gather_details(\"dockets\", docket_ids, db_filename=\"testdb.db\", insert_every_n_rows=10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "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>count(*)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   count(*)\n",
       "0        25"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    x = pd.read_sql_query('select count(*) from dockets_detail', conn)\n",
    "x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "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>docketId</th>\n",
       "      <th>agencyId</th>\n",
       "      <th>category</th>\n",
       "      <th>dkAbstract</th>\n",
       "      <th>docketType</th>\n",
       "      <th>effectiveDate</th>\n",
       "      <th>field1</th>\n",
       "      <th>field2</th>\n",
       "      <th>generic</th>\n",
       "      <th>keywords</th>\n",
       "      <th>...</th>\n",
       "      <th>objectId</th>\n",
       "      <th>organization</th>\n",
       "      <th>petitionNbr</th>\n",
       "      <th>program</th>\n",
       "      <th>rin</th>\n",
       "      <th>shortTitle</th>\n",
       "      <th>subType</th>\n",
       "      <th>subType2</th>\n",
       "      <th>title</th>\n",
       "      <th>sqltime</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>EPA-HQ-OA-2002-0001</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>Points of Contact: Kimberly Patrick 202-566-26...</td>\n",
       "      <td>Rulemaking</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>HQ-OA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>0b000064800ac06d</td>\n",
       "      <td>EC-2000-003</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Not Assigned</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Participation by Small, Minority and Women's B...</td>\n",
       "      <td>2021-06-13 20:18:48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>EPA-HQ-OA-2003-0001</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>Contact:  Bob Sachs\\r\\nUSEPA-West, 1808T\\r\\n12...</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>HQ-OA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>0b000064800ad281</td>\n",
       "      <td>ICR 1949.02</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>The National Environmental Performance Track P...</td>\n",
       "      <td>2021-06-13 20:18:48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>EPA-HQ-OA-2003-0003</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>Contact: Yasmin Yorker\\r\\nTeam VI Team Leader\\...</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>HQ-OA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>0b000064800ad3b9</td>\n",
       "      <td>ICR 0275.08</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Preaward Compliance Review Report for All Appl...</td>\n",
       "      <td>2021-06-13 20:18:48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>EPA-HQ-OA-2003-0005</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>Patricia Bonner, 1200 Pennsylvania Ave. NW, Wa...</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>HQ-OA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>0b000064800ad4b9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA Public Involvement Policy</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA Public Involvement Policy</td>\n",
       "      <td>2021-06-13 20:18:48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>EPA-HQ-OA-2003-0006</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>Point of Contact: Marc Olender,  Telephone: (2...</td>\n",
       "      <td>Nonrulemaking</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>HQ-OA</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>0b000064800ad6e3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>State Access / Input to the EPA Innovation Cat...</td>\n",
       "      <td>2021-06-13 20:18:48</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 22 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              docketId agencyId category  \\\n",
       "0  EPA-HQ-OA-2002-0001      EPA     None   \n",
       "1  EPA-HQ-OA-2003-0001      EPA     None   \n",
       "2  EPA-HQ-OA-2003-0003      EPA     None   \n",
       "3  EPA-HQ-OA-2003-0005      EPA     None   \n",
       "4  EPA-HQ-OA-2003-0006      EPA     None   \n",
       "\n",
       "                                          dkAbstract     docketType  \\\n",
       "0  Points of Contact: Kimberly Patrick 202-566-26...     Rulemaking   \n",
       "1  Contact:  Bob Sachs\\r\\nUSEPA-West, 1808T\\r\\n12...  Nonrulemaking   \n",
       "2  Contact: Yasmin Yorker\\r\\nTeam VI Team Leader\\...  Nonrulemaking   \n",
       "3  Patricia Bonner, 1200 Pennsylvania Ave. NW, Wa...  Nonrulemaking   \n",
       "4  Point of Contact: Marc Olender,  Telephone: (2...  Nonrulemaking   \n",
       "\n",
       "  effectiveDate field1 field2 generic keywords  ...          objectId  \\\n",
       "0          None   None   None   HQ-OA     None  ...  0b000064800ac06d   \n",
       "1          None   None   None   HQ-OA     None  ...  0b000064800ad281   \n",
       "2          None   None   None   HQ-OA     None  ...  0b000064800ad3b9   \n",
       "3          None   None   None   HQ-OA     None  ...  0b000064800ad4b9   \n",
       "4          None   None   None   HQ-OA     None  ...  0b000064800ad6e3   \n",
       "\n",
       "  organization petitionNbr program           rin  \\\n",
       "0  EC-2000-003        None    None  Not Assigned   \n",
       "1  ICR 1949.02        None    None          None   \n",
       "2  ICR 0275.08        None    None          None   \n",
       "3         None        None    None          None   \n",
       "4         None        None    None          None   \n",
       "\n",
       "                      shortTitle subType subType2  \\\n",
       "0                           None    None     None   \n",
       "1                           None    None     None   \n",
       "2                           None    None     None   \n",
       "3  EPA Public Involvement Policy    None     None   \n",
       "4                           None    None     None   \n",
       "\n",
       "                                               title              sqltime  \n",
       "0  Participation by Small, Minority and Women's B...  2021-06-13 20:18:48  \n",
       "1  The National Environmental Performance Track P...  2021-06-13 20:18:48  \n",
       "2  Preaward Compliance Review Report for All Appl...  2021-06-13 20:18:48  \n",
       "3                      EPA Public Involvement Policy  2021-06-13 20:18:48  \n",
       "4  State Access / Input to the EPA Innovation Cat...  2021-06-13 20:18:48  \n",
       "\n",
       "[5 rows x 22 columns]"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    x = pd.read_sql_query('select * from dockets_detail limit 5', conn)\n",
    "x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021-06-13 16:18:51: Gathering details for 25 dockets...\n",
      "2021-06-13 16:18:53: Writing 10 records to dockets_test_detail.csv...Done\n",
      "(Requests left: 400)\n",
      "2021-06-13 16:18:54: Writing 10 records to dockets_test_detail.csv...Done\n",
      "2021-06-13 16:18:55: Writing 5 records to dockets_test_detail.csv...Done\n",
      "2021-06-13 16:18:55: Finished: 25 dockets collected\n"
     ]
    }
   ],
   "source": [
    "# test with flatfile\n",
    "downloader.gather_details(\"dockets\", docket_ids, csv_filename=\"dockets_test_detail.csv\", insert_every_n_rows=10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021-06-13 16:18:55: Gathering details for 25 dockets...\n",
      "2021-06-13 16:18:57: Writing 10 records to blah2/dockets_test_detail.csv...Done\n",
      "2021-06-13 16:18:58: Writing 10 records to blah2/dockets_test_detail.csv...Done\n",
      "2021-06-13 16:18:59: Writing 5 records to blah2/dockets_test_detail.csv...Done\n",
      "2021-06-13 16:18:59: Finished: 25 dockets collected\n"
     ]
    }
   ],
   "source": [
    "# test with flatfile, to new directory\n",
    "downloader.gather_details(\"dockets\", docket_ids, csv_filename=\"blah2/dockets_test_detail.csv\", insert_every_n_rows=10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## documents"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    document_ids = pd.read_sql_query('select documentId from documents_header limit 25', conn)['documentId'].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021-06-13 16:18:59: Gathering details for 25 documents...\n",
      "2021-06-13 16:19:01: Inserting 10 records into database...\n",
      "2021-06-13 16:19:03: Inserting 10 records into database...\n",
      "2021-06-13 16:19:04: Inserting 5 records into database...\n",
      "2021-06-13 16:19:04: Finished: 25 documents collected\n"
     ]
    }
   ],
   "source": [
    "downloader.gather_details(\"documents\", document_ids, db_filename=\"testdb.db\", insert_every_n_rows=10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "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>count(*)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   count(*)\n",
       "0        25"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    x = pd.read_sql_query('select count(*) from documents_detail', conn)\n",
    "x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "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>documentId</th>\n",
       "      <th>additionalRins</th>\n",
       "      <th>agencyId</th>\n",
       "      <th>allowLateComments</th>\n",
       "      <th>authorDate</th>\n",
       "      <th>authors</th>\n",
       "      <th>category</th>\n",
       "      <th>cfrPart</th>\n",
       "      <th>city</th>\n",
       "      <th>comment</th>\n",
       "      <th>...</th>\n",
       "      <th>subject</th>\n",
       "      <th>submitterRep</th>\n",
       "      <th>submitterRepCityState</th>\n",
       "      <th>subtype</th>\n",
       "      <th>title</th>\n",
       "      <th>topics</th>\n",
       "      <th>trackingNbr</th>\n",
       "      <th>withdrawn</th>\n",
       "      <th>zip</th>\n",
       "      <th>sqltime</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>EPA-HQ-OA-2015-0553-0010</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Information Collection Request (ICR)</td>\n",
       "      <td>Agency Information Collection Activities; Prop...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>2021-06-13 20:19:01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>EPA-HQ-OA-2015-0553-0011</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>ICR Supporting Statement</td>\n",
       "      <td>2524ss02 - CEQ-EPA Presidential Innovation Awa...</td>\n",
       "      <td>None</td>\n",
       "      <td>1k3-98sh-y2n0</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>2021-06-13 20:19:01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>EPA-HQ-OA-2015-0553-0012</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Application</td>\n",
       "      <td>2524ss02 - Attachment A - CEQ-EPA Presidential...</td>\n",
       "      <td>None</td>\n",
       "      <td>1k3-98sh-bfx0</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>2021-06-13 20:19:01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>EPA-HQ-OAR-2001-0012-0478</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA</td>\n",
       "      <td>0</td>\n",
       "      <td>2018-05-09T04:00:00Z</td>\n",
       "      <td>Tom Peake US EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Letter</td>\n",
       "      <td>ORNL CCP (CH &amp; RH) Continued Compliance Letter...</td>\n",
       "      <td>None</td>\n",
       "      <td>1k3-98r5-rp5l</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>2021-06-13 20:19:01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>EPA-HQ-OAR-2001-0012-0479</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA</td>\n",
       "      <td>0</td>\n",
       "      <td>2018-08-02T04:00:00Z</td>\n",
       "      <td>Lee Ann B. Veal US EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Letter</td>\n",
       "      <td>2017 Waste Isolation Pilot Plant (WIPP) Site (...</td>\n",
       "      <td>None</td>\n",
       "      <td>1k3-98r5-eile</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>2021-06-13 20:19:01</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 59 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                  documentId additionalRins agencyId  allowLateComments  \\\n",
       "0   EPA-HQ-OA-2015-0553-0010           None      EPA                  0   \n",
       "1   EPA-HQ-OA-2015-0553-0011           None      EPA                  0   \n",
       "2   EPA-HQ-OA-2015-0553-0012           None      EPA                  0   \n",
       "3  EPA-HQ-OAR-2001-0012-0478           None      EPA                  0   \n",
       "4  EPA-HQ-OAR-2001-0012-0479           None      EPA                  0   \n",
       "\n",
       "             authorDate                 authors category cfrPart  city  \\\n",
       "0                  None                    None     None    None  None   \n",
       "1                  None                    None     None    None  None   \n",
       "2                  None                    None     None    None  None   \n",
       "3  2018-05-09T04:00:00Z        Tom Peake US EPA     None    None  None   \n",
       "4  2018-08-02T04:00:00Z  Lee Ann B. Veal US EPA     None    None  None   \n",
       "\n",
       "  comment  ... subject submitterRep submitterRepCityState  \\\n",
       "0    None  ...    None         None                  None   \n",
       "1    None  ...    None         None                  None   \n",
       "2    None  ...    None         None                  None   \n",
       "3    None  ...    None         None                  None   \n",
       "4    None  ...    None         None                  None   \n",
       "\n",
       "                                subtype  \\\n",
       "0  Information Collection Request (ICR)   \n",
       "1              ICR Supporting Statement   \n",
       "2                           Application   \n",
       "3                                Letter   \n",
       "4                                Letter   \n",
       "\n",
       "                                               title topics    trackingNbr  \\\n",
       "0  Agency Information Collection Activities; Prop...   None           None   \n",
       "1  2524ss02 - CEQ-EPA Presidential Innovation Awa...   None  1k3-98sh-y2n0   \n",
       "2  2524ss02 - Attachment A - CEQ-EPA Presidential...   None  1k3-98sh-bfx0   \n",
       "3  ORNL CCP (CH & RH) Continued Compliance Letter...   None  1k3-98r5-rp5l   \n",
       "4  2017 Waste Isolation Pilot Plant (WIPP) Site (...   None  1k3-98r5-eile   \n",
       "\n",
       "  withdrawn   zip              sqltime  \n",
       "0         0  None  2021-06-13 20:19:01  \n",
       "1         0  None  2021-06-13 20:19:01  \n",
       "2         0  None  2021-06-13 20:19:01  \n",
       "3         0  None  2021-06-13 20:19:01  \n",
       "4         0  None  2021-06-13 20:19:01  \n",
       "\n",
       "[5 rows x 59 columns]"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    x = pd.read_sql_query('select * from documents_detail limit 5', conn)\n",
    "x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021-06-13 16:19:04: Gathering details for 25 documents...\n",
      "2021-06-13 16:19:05: Writing 10 records to documents_test_detail.csv...Done\n",
      "2021-06-13 16:19:07: Writing 10 records to documents_test_detail.csv...Done\n",
      "2021-06-13 16:19:08: Writing 5 records to documents_test_detail.csv...Done\n",
      "2021-06-13 16:19:08: Finished: 25 documents collected\n"
     ]
    }
   ],
   "source": [
    "# test with flatfile\n",
    "downloader.gather_details(\"documents\", document_ids, csv_filename=\"documents_test_detail.csv\", insert_every_n_rows=10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## comments"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    comment_ids = pd.read_sql_query('select commentId from comments_header limit 25', conn)['commentId'].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021-06-13 16:19:08: Gathering details for 25 comments...\n",
      "2021-06-13 16:19:10: Inserting 10 records into database...\n",
      "(Requests left: 300)\n",
      "2021-06-13 16:19:11: Inserting 10 records into database...\n",
      "2021-06-13 16:19:12: Inserting 5 records into database...\n",
      "2021-06-13 16:19:12: Finished: 25 comments collected\n"
     ]
    }
   ],
   "source": [
    "downloader.gather_details(\"comments\", comment_ids, \"testdb.db\", insert_every_n_rows=10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   count(*)\n",
      "0        25\n"
     ]
    }
   ],
   "source": [
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    print(pd.read_sql_query('select count(*) from comments_detail', conn))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "    }\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>commentId</th>\n",
       "      <th>agencyId</th>\n",
       "      <th>category</th>\n",
       "      <th>city</th>\n",
       "      <th>comment</th>\n",
       "      <th>commentOn</th>\n",
       "      <th>commentOnDocumentId</th>\n",
       "      <th>country</th>\n",
       "      <th>docAbstract</th>\n",
       "      <th>docketId</th>\n",
       "      <th>...</th>\n",
       "      <th>stateProvinceRegion</th>\n",
       "      <th>submitterRep</th>\n",
       "      <th>submitterRepCityState</th>\n",
       "      <th>subtype</th>\n",
       "      <th>title</th>\n",
       "      <th>trackingNbr</th>\n",
       "      <th>withdrawn</th>\n",
       "      <th>zip</th>\n",
       "      <th>attachmentLinks</th>\n",
       "      <th>sqltime</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>EPA-HQ-OA-2007-0677-0007</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>This method of assessment seems to be very tho...</td>\n",
       "      <td>0900006480272c3d</td>\n",
       "      <td>EPA-HQ-OA-2007-0677-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-HQ-OA-2007-0677</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>Anonymous public comment</td>\n",
       "      <td>1k3-97sf-rtwm</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>EPA-HQ-OA-2018-0259-9301</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>090000648320bc9e</td>\n",
       "      <td>EPA-HQ-OA-2018-0259-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-HQ-OA-2018-0259</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Late Comment</td>\n",
       "      <td>Comment submitted by A. Thomas</td>\n",
       "      <td>1k3-97yj-s62a</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EPA-HQ-OA-20...</td>\n",
       "      <td>2021-06-13 20:19:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0007</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064837c4c7f</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0003</td>\n",
       "      <td>None</td>\n",
       "      <td>Volkswagen of America</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Wolfgang Groth, Manager, ...</td>\n",
       "      <td>1k2-95xf-of9z</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0008</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064837c4c7f</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0003</td>\n",
       "      <td>None</td>\n",
       "      <td>Motor Vehicle Manufacturers Assoc.</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Harry B. Weaver, Director...</td>\n",
       "      <td>1k2-95xf-gzw2</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0010</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064837c4c7f</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0003</td>\n",
       "      <td>None</td>\n",
       "      <td>General Motors (FE-3419 )</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by T. M. Fisher, Director, A...</td>\n",
       "      <td>1k2-95xf-5c97</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:10</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 41 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                   commentId agencyId category  city  \\\n",
       "0   EPA-HQ-OA-2007-0677-0007      EPA     None  None   \n",
       "1   EPA-HQ-OA-2018-0259-9301      EPA     None  None   \n",
       "2  EPA-HQ-OAR-2002-0070-0007      EPA     None  None   \n",
       "3  EPA-HQ-OAR-2002-0070-0008      EPA     None  None   \n",
       "4  EPA-HQ-OAR-2002-0070-0010      EPA     None  None   \n",
       "\n",
       "                                             comment         commentOn  \\\n",
       "0  This method of assessment seems to be very tho...  0900006480272c3d   \n",
       "1                                       See attached  090000648320bc9e   \n",
       "2                                       See attached  09000064837c4c7f   \n",
       "3                                       See attached  09000064837c4c7f   \n",
       "4                                       See attached  09000064837c4c7f   \n",
       "\n",
       "         commentOnDocumentId country                         docAbstract  \\\n",
       "0   EPA-HQ-OA-2007-0677-0001    None                                None   \n",
       "1   EPA-HQ-OA-2018-0259-0001    None                                None   \n",
       "2  EPA-HQ-OAR-2002-0070-0003    None               Volkswagen of America   \n",
       "3  EPA-HQ-OAR-2002-0070-0003    None  Motor Vehicle Manufacturers Assoc.   \n",
       "4  EPA-HQ-OAR-2002-0070-0003    None           General Motors (FE-3419 )   \n",
       "\n",
       "               docketId  ... stateProvinceRegion  submitterRep  \\\n",
       "0   EPA-HQ-OA-2007-0677  ...                None          None   \n",
       "1   EPA-HQ-OA-2018-0259  ...                None          None   \n",
       "2  EPA-HQ-OAR-2002-0070  ...                None          None   \n",
       "3  EPA-HQ-OAR-2002-0070  ...                None          None   \n",
       "4  EPA-HQ-OAR-2002-0070  ...                None          None   \n",
       "\n",
       "  submitterRepCityState                       subtype  \\\n",
       "0                  None                Public Comment   \n",
       "1                  None                  Late Comment   \n",
       "2                  None  Company/Organization Comment   \n",
       "3                  None  Company/Organization Comment   \n",
       "4                  None  Company/Organization Comment   \n",
       "\n",
       "                                               title    trackingNbr withdrawn  \\\n",
       "0                           Anonymous public comment  1k3-97sf-rtwm         0   \n",
       "1                     Comment submitted by A. Thomas  1k3-97yj-s62a         0   \n",
       "2  Comment submitted by Wolfgang Groth, Manager, ...  1k2-95xf-of9z         0   \n",
       "3  Comment submitted by Harry B. Weaver, Director...  1k2-95xf-gzw2         0   \n",
       "4  Comment submitted by T. M. Fisher, Director, A...  1k2-95xf-5c97         0   \n",
       "\n",
       "    zip                                    attachmentLinks  \\\n",
       "0  None                                                      \n",
       "1  None  https://downloads.regulations.gov/EPA-HQ-OA-20...   \n",
       "2  None                                                      \n",
       "3  None                                                      \n",
       "4  None                                                      \n",
       "\n",
       "               sqltime  \n",
       "0  2021-06-13 20:19:10  \n",
       "1  2021-06-13 20:19:10  \n",
       "2  2021-06-13 20:19:10  \n",
       "3  2021-06-13 20:19:10  \n",
       "4  2021-06-13 20:19:10  \n",
       "\n",
       "[5 rows x 41 columns]"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.read_sql_query('select * from comments_detail limit 5', conn)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021-06-13 16:19:13: Gathering details for 25 comments...\n",
      "2021-06-13 16:19:14: Inserting 10 records into database...\n",
      "2021-06-13 16:19:14: Writing 10 records to comments_test_detail.csv...Done\n",
      "2021-06-13 16:19:16: Inserting 10 records into database...\n",
      "2021-06-13 16:19:16: Writing 10 records to comments_test_detail.csv...Done\n",
      "2021-06-13 16:19:17: Inserting 5 records into database...\n",
      "2021-06-13 16:19:17: Writing 5 records to comments_test_detail.csv...Done\n",
      "2021-06-13 16:19:17: Finished: 25 comments collected\n"
     ]
    }
   ],
   "source": [
    "# test with flatfile and database\n",
    "downloader.gather_details(\"comments\", comment_ids, db_filename=\"testdb.db\", csv_filename=\"comments_test_detail.csv\", insert_every_n_rows=10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   count(*)\n",
      "0        25\n"
     ]
    }
   ],
   "source": [
    "# shouldn't have more than 25 (unique constraint)\n",
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    print(pd.read_sql_query('select count(*) from comments_detail', conn))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### test without trailing s"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021-06-13 16:19:17: Gathering details for 25 comments...\n",
      "2021-06-13 16:19:18: Inserting 10 records into database...\n",
      "2021-06-13 16:19:20: Inserting 10 records into database...\n",
      "2021-06-13 16:19:21: Inserting 5 records into database...\n",
      "2021-06-13 16:19:21: Finished: 25 comments collected\n"
     ]
    }
   ],
   "source": [
    "downloader.gather_details(\"comment\", comment_ids, \"testdb2.db\", insert_every_n_rows=10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# test duplicates on server\n",
    "\n",
    "Should skip any that have duplicates on server"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "with sqlite3.connect(\"testdb.db\") as conn:\n",
    "    comment_ids = pd.read_sql_query('select commentId from comments_header limit 25', conn)['commentId'].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021-06-13 16:19:21: Gathering details for 5 comments...\n",
      "****Duplicate entries on server. Skipping.\n",
      "Incorrect result size: expected 1, actual 2\n",
      "Skipping for NRCS-2009-0004-0003\n",
      "\n",
      "2021-06-13 16:19:22: Writing 4 records to comments_test_detail2.csv...Done\n",
      "2021-06-13 16:19:22: Finished: 4 comments collected\n"
     ]
    }
   ],
   "source": [
    "downloader.gather_details(\"comments\", [*comment_ids[1:3], 'NRCS-2009-0004-0003', *comment_ids[4:6]], csv_filename=\"comments_test_detail2.csv\", insert_every_n_rows=10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "# test without skipping duplicates\n",
    "#downloader.gather_details(\"comments\", [*comment_ids[1:3], 'NRCS-2009-0004-0003', *comment_ids[4:6]], csv_filename=\"comments_test_detail2.csv\", \n",
    "#                          insert_every_n_rows=10, skip_duplicates=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Test get_ids_from_csv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['EPA-R06-OAR-2005-TX-0034',\n",
       " 'EPA-R06-OAR-2004-TX-0004',\n",
       " 'EPA-R10-OAR-2007-0411',\n",
       " 'EPA-R10-OAR-2008-0130',\n",
       " 'EPA-R03-RCRA-2008-0256',\n",
       " 'EPA-R09-OAR-2007-1112',\n",
       " 'EPA-R09-OAR-2008-0406',\n",
       " 'EPA-R09-OAR-2007-0951',\n",
       " 'EPA-R09-OAR-2007-0964',\n",
       " 'EPA-R06-OAR-2007-1064']"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x = downloader.get_ids_from_csv(\"dockets_test.csv\", data_type=\"dockets\")\n",
    "x[:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "18081"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "18081"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x = downloader.get_ids_from_csv(\"dockets_test.csv\", data_type=\"dockets\", unique=True)\n",
    "len(x)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# gather_comments_by_document"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "999"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "api_key = next(api_key_iter)\n",
    "downloader = CommentsDownloader(api_key)\n",
    "downloader.get_requests_remaining()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021-06-13 16:19:22: Getting objectId for document FDA-2009-N-0501-0012...Got it (09000064847f0822)\n",
      "2021-06-13 16:19:22: Getting comment headers associated with document FDA-2009-N-0501-0012...\n",
      "\n",
      "Found 10 comments...\n",
      "2021-06-13 16:19:23: Inserting 10 records into database...\n",
      "2021-06-13 16:19:23: Writing 10 records to comment_headers_161922.csv...Done\n",
      "2021-06-13 16:19:23: Removing any duplicates in the CSV...\n",
      "2021-06-13 16:19:23: Done. Removed 0 duplicate rows from comment_headers_161922.csv.\n",
      "2021-06-13 16:19:23: Finished: approximately 10 comments collected\n",
      "\n",
      "Done getting comment IDs----------------\n",
      "\n",
      "2021-06-13 16:19:23: Getting comments associated with document FDA-2009-N-0501-0012...\n",
      "\n",
      "2021-06-13 16:19:23: Gathering details for 10 comments...\n",
      "2021-06-13 16:19:25: Inserting 10 records into database...\n",
      "2021-06-13 16:19:25: Finished: 10 comments collected\n",
      "\n",
      "Done getting all 10 comments for document FDA-2009-N-0501-0012----------------\n",
      "\n"
     ]
    }
   ],
   "source": [
    "downloader.gather_comments_by_document(\"FDA-2009-N-0501-0012\", db_filename=\"testdb.db\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "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>commentId</th>\n",
       "      <th>agencyId</th>\n",
       "      <th>category</th>\n",
       "      <th>city</th>\n",
       "      <th>comment</th>\n",
       "      <th>commentOn</th>\n",
       "      <th>commentOnDocumentId</th>\n",
       "      <th>country</th>\n",
       "      <th>docAbstract</th>\n",
       "      <th>docketId</th>\n",
       "      <th>...</th>\n",
       "      <th>stateProvinceRegion</th>\n",
       "      <th>submitterRep</th>\n",
       "      <th>submitterRepCityState</th>\n",
       "      <th>subtype</th>\n",
       "      <th>title</th>\n",
       "      <th>trackingNbr</th>\n",
       "      <th>withdrawn</th>\n",
       "      <th>zip</th>\n",
       "      <th>attachmentLinks</th>\n",
       "      <th>sqltime</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>FDA-2009-N-0501-0017</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>I OPPOSE this regulation</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from David Test</td>\n",
       "      <td>kex-1zhg-cyf0</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>FDA-2009-N-0501-0015</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>I support this regulation.</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>United States</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>DC</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from David Ranshous</td>\n",
       "      <td>kew-w3m1-idgm</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>FDA-2009-N-0501-0022</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Thanks to Dr. Stephen Hahn&amp;#39;s politicizatio...</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from Anonymous</td>\n",
       "      <td>kex-etes-rpe6</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>FDA-2009-N-0501-0013</td>\n",
       "      <td>FDA</td>\n",
       "      <td>Individual Consumer</td>\n",
       "      <td>None</td>\n",
       "      <td>In her role as WH Chief Propagandist, Kayleigh...</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from Anonymous</td>\n",
       "      <td>kew-qi1w-4tk6</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>FDA-2009-N-0501-0018</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>I OPPOSE this regulation</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from David Test</td>\n",
       "      <td>kex-2hk4-zgxx</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>FDA-2009-N-0501-0020</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>I OPPOSE this regulation</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from David Test</td>\n",
       "      <td>kex-2sr3-gqrc</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>FDA-2009-N-0501-0016</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>I support this.</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>United States</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>DC</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from David Ranshous</td>\n",
       "      <td>kex-0fv9-msin</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>FDA-2009-N-0501-0021</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>I OPPOSE this regulation</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from David Test</td>\n",
       "      <td>kex-2tsr-8w58</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>FDA-2009-N-0501-0014</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>I oppose this regulation.</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>United States</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>DC</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from David Ranshous</td>\n",
       "      <td>kew-ud0g-udb3</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>FDA-2009-N-0501-0019</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>I OPPOSE this regulation</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from David Test</td>\n",
       "      <td>kex-2jsz-p1mn</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10 rows × 41 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              commentId agencyId             category  city  \\\n",
       "0  FDA-2009-N-0501-0017      FDA                 None  None   \n",
       "1  FDA-2009-N-0501-0015      FDA                 None  None   \n",
       "2  FDA-2009-N-0501-0022      FDA                 None  None   \n",
       "3  FDA-2009-N-0501-0013      FDA  Individual Consumer  None   \n",
       "4  FDA-2009-N-0501-0018      FDA                 None  None   \n",
       "5  FDA-2009-N-0501-0020      FDA                 None  None   \n",
       "6  FDA-2009-N-0501-0016      FDA                 None  None   \n",
       "7  FDA-2009-N-0501-0021      FDA                 None  None   \n",
       "8  FDA-2009-N-0501-0014      FDA                 None  None   \n",
       "9  FDA-2009-N-0501-0019      FDA                 None  None   \n",
       "\n",
       "                                             comment         commentOn  \\\n",
       "0                           I OPPOSE this regulation  09000064847f0822   \n",
       "1                         I support this regulation.  09000064847f0822   \n",
       "2  Thanks to Dr. Stephen Hahn&#39;s politicizatio...  09000064847f0822   \n",
       "3  In her role as WH Chief Propagandist, Kayleigh...  09000064847f0822   \n",
       "4                           I OPPOSE this regulation  09000064847f0822   \n",
       "5                           I OPPOSE this regulation  09000064847f0822   \n",
       "6                                    I support this.  09000064847f0822   \n",
       "7                           I OPPOSE this regulation  09000064847f0822   \n",
       "8                          I oppose this regulation.  09000064847f0822   \n",
       "9                           I OPPOSE this regulation  09000064847f0822   \n",
       "\n",
       "    commentOnDocumentId        country docAbstract         docketId  ...  \\\n",
       "0  FDA-2009-N-0501-0012           None        None  FDA-2009-N-0501  ...   \n",
       "1  FDA-2009-N-0501-0012  United States        None  FDA-2009-N-0501  ...   \n",
       "2  FDA-2009-N-0501-0012           None        None  FDA-2009-N-0501  ...   \n",
       "3  FDA-2009-N-0501-0012           None        None  FDA-2009-N-0501  ...   \n",
       "4  FDA-2009-N-0501-0012           None        None  FDA-2009-N-0501  ...   \n",
       "5  FDA-2009-N-0501-0012           None        None  FDA-2009-N-0501  ...   \n",
       "6  FDA-2009-N-0501-0012  United States        None  FDA-2009-N-0501  ...   \n",
       "7  FDA-2009-N-0501-0012           None        None  FDA-2009-N-0501  ...   \n",
       "8  FDA-2009-N-0501-0012  United States        None  FDA-2009-N-0501  ...   \n",
       "9  FDA-2009-N-0501-0012           None        None  FDA-2009-N-0501  ...   \n",
       "\n",
       "  stateProvinceRegion  submitterRep submitterRepCityState  \\\n",
       "0                None          None                  None   \n",
       "1                  DC          None                  None   \n",
       "2                None          None                  None   \n",
       "3                None          None                  None   \n",
       "4                None          None                  None   \n",
       "5                None          None                  None   \n",
       "6                  DC          None                  None   \n",
       "7                None          None                  None   \n",
       "8                  DC          None                  None   \n",
       "9                None          None                  None   \n",
       "\n",
       "                           subtype                        title  \\\n",
       "0  Electronic Regulation from Form      Comment from David Test   \n",
       "1  Electronic Regulation from Form  Comment from David Ranshous   \n",
       "2  Electronic Regulation from Form       Comment from Anonymous   \n",
       "3  Electronic Regulation from Form       Comment from Anonymous   \n",
       "4  Electronic Regulation from Form      Comment from David Test   \n",
       "5  Electronic Regulation from Form      Comment from David Test   \n",
       "6  Electronic Regulation from Form  Comment from David Ranshous   \n",
       "7  Electronic Regulation from Form      Comment from David Test   \n",
       "8  Electronic Regulation from Form  Comment from David Ranshous   \n",
       "9  Electronic Regulation from Form      Comment from David Test   \n",
       "\n",
       "     trackingNbr withdrawn   zip attachmentLinks              sqltime  \n",
       "0  kex-1zhg-cyf0         0  None                  2021-06-13 20:19:25  \n",
       "1  kew-w3m1-idgm         0  None                  2021-06-13 20:19:25  \n",
       "2  kex-etes-rpe6         0  None                  2021-06-13 20:19:25  \n",
       "3  kew-qi1w-4tk6         0  None                  2021-06-13 20:19:25  \n",
       "4  kex-2hk4-zgxx         0  None                  2021-06-13 20:19:25  \n",
       "5  kex-2sr3-gqrc         0  None                  2021-06-13 20:19:25  \n",
       "6  kex-0fv9-msin         0  None                  2021-06-13 20:19:25  \n",
       "7  kex-2tsr-8w58         0  None                  2021-06-13 20:19:25  \n",
       "8  kew-ud0g-udb3         0  None                  2021-06-13 20:19:25  \n",
       "9  kex-2jsz-p1mn         0  None                  2021-06-13 20:19:25  \n",
       "\n",
       "[10 rows x 41 columns]"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "conn = sqlite3.connect(\"testdb.db\")\n",
    "pd.read_sql_query(\"select * from comments_detail where commentOnDocumentId='FDA-2009-N-0501-0012'\", conn)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Add comments from another document. Also write to flat file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021-06-13 16:19:25: Getting objectId for document EERE-2019-BT-STD-0036-0001...Got it (0900006484a7a258)\n",
      "2021-06-13 16:19:25: Getting comment headers associated with document EERE-2019-BT-STD-0036-0001...\n",
      "\n",
      "Found 17 comments...\n",
      "2021-06-13 16:19:26: Inserting 17 records into database...\n",
      "2021-06-13 16:19:26: Writing 17 records to comment_headers_161925.csv...Done\n",
      "2021-06-13 16:19:26: Removing any duplicates in the CSV...\n",
      "2021-06-13 16:19:26: Done. Removed 0 duplicate rows from comment_headers_161925.csv.\n",
      "2021-06-13 16:19:26: Finished: approximately 17 comments collected\n",
      "\n",
      "Done getting comment IDs----------------\n",
      "\n",
      "2021-06-13 16:19:26: Getting comments associated with document EERE-2019-BT-STD-0036-0001...\n",
      "\n",
      "2021-06-13 16:19:26: Gathering details for 17 comments...\n",
      "2021-06-13 16:19:29: Inserting 17 records into database...\n",
      "2021-06-13 16:19:29: Writing 17 records to mydocument/mydata.csv...Done\n",
      "2021-06-13 16:19:29: Finished: 17 comments collected\n",
      "\n",
      "Done getting all 17 comments for document EERE-2019-BT-STD-0036-0001----------------\n",
      "\n"
     ]
    }
   ],
   "source": [
    "downloader.gather_comments_by_document(\"EERE-2019-BT-STD-0036-0001\", db_filename=\"testdb.db\", csv_filename=\"mydocument/mydata.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>commentId</th>\n",
       "      <th>agencyId</th>\n",
       "      <th>category</th>\n",
       "      <th>city</th>\n",
       "      <th>comment</th>\n",
       "      <th>commentOn</th>\n",
       "      <th>commentOnDocumentId</th>\n",
       "      <th>country</th>\n",
       "      <th>docAbstract</th>\n",
       "      <th>docketId</th>\n",
       "      <th>...</th>\n",
       "      <th>stateProvinceRegion</th>\n",
       "      <th>submitterRep</th>\n",
       "      <th>submitterRepCityState</th>\n",
       "      <th>subtype</th>\n",
       "      <th>title</th>\n",
       "      <th>trackingNbr</th>\n",
       "      <th>withdrawn</th>\n",
       "      <th>zip</th>\n",
       "      <th>attachmentLinks</th>\n",
       "      <th>sqltime</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>EPA-HQ-OA-2007-0677-0007</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>This method of assessment seems to be very tho...</td>\n",
       "      <td>0900006480272c3d</td>\n",
       "      <td>EPA-HQ-OA-2007-0677-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-HQ-OA-2007-0677</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>Anonymous public comment</td>\n",
       "      <td>1k3-97sf-rtwm</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>EPA-HQ-OA-2018-0259-9301</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>090000648320bc9e</td>\n",
       "      <td>EPA-HQ-OA-2018-0259-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-HQ-OA-2018-0259</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Late Comment</td>\n",
       "      <td>Comment submitted by A. Thomas</td>\n",
       "      <td>1k3-97yj-s62a</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EPA-HQ-OA-20...</td>\n",
       "      <td>2021-06-13 20:19:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0007</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064837c4c7f</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0003</td>\n",
       "      <td>None</td>\n",
       "      <td>Volkswagen of America</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Wolfgang Groth, Manager, ...</td>\n",
       "      <td>1k2-95xf-of9z</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0008</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064837c4c7f</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0003</td>\n",
       "      <td>None</td>\n",
       "      <td>Motor Vehicle Manufacturers Assoc.</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Harry B. Weaver, Director...</td>\n",
       "      <td>1k2-95xf-gzw2</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0010</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064837c4c7f</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0003</td>\n",
       "      <td>None</td>\n",
       "      <td>General Motors (FE-3419 )</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by T. M. Fisher, Director, A...</td>\n",
       "      <td>1k2-95xf-5c97</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0012</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064837c4c7f</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0003</td>\n",
       "      <td>None</td>\n",
       "      <td>Multinational Business Services, Inc.</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Jim J. Tozzi, Director, M...</td>\n",
       "      <td>1k2-95xf-96r3</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0013</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064837c4c7f</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0003</td>\n",
       "      <td>None</td>\n",
       "      <td>Volkswagen of America</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by W. Groth, Manager, Emissi...</td>\n",
       "      <td>1k2-95xf-5aq5</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0014</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064837c4c7f</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0003</td>\n",
       "      <td>None</td>\n",
       "      <td>Ford Motor Co.</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Donald R. Buist, Director...</td>\n",
       "      <td>1k2-95xf-dnrd</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0015</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064837c4c7f</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0003</td>\n",
       "      <td>None</td>\n",
       "      <td>corrections for above, Ford Motor Co.</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Donald R. Buist, Director...</td>\n",
       "      <td>1k2-95xf-5obm</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0016</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064837c4c7f</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070-0003</td>\n",
       "      <td>None</td>\n",
       "      <td>Motor Vehicle Manufacturers Assoc.</td>\n",
       "      <td>EPA-HQ-OAR-2002-0070</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Fred W. Bowditch, Motor V...</td>\n",
       "      <td>1k2-95xf-9z9c</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>EPA-HQ-OAR-2003-0047-0194</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064800be880</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>P. S. Rowe, Rocky Mountain Oil &amp; Gas Associati...</td>\n",
       "      <td>EPA-HQ-OAR-2003-0047</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Paula S. Rowe, Exploratio...</td>\n",
       "      <td>1k1-8vb4-husx</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>EPA-HQ-OAR-2003-0047-0195</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064800be880</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>E. H. Kendrick, Counsel for New Mexico Oil &amp; G...</td>\n",
       "      <td>EPA-HQ-OAR-2003-0047</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Edmund H. Kendrick, Attor...</td>\n",
       "      <td>1k1-8vb4-m22q</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>EPA-HQ-OAR-2003-0119-2750</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064800bb2c4</td>\n",
       "      <td>EPA-HQ-OAR-2003-0119-0029</td>\n",
       "      <td>None</td>\n",
       "      <td>Peggi-Ann Davis, Chairman, South Carolina Pulp...</td>\n",
       "      <td>EPA-HQ-OAR-2003-0119</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Peggi-Ann Davis, Chairman...</td>\n",
       "      <td>1k1-8vsf-ue7s</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>EPA-HQ-OAR-2003-0119-2751</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064800bb2c4</td>\n",
       "      <td>EPA-HQ-OAR-2003-0119-0029</td>\n",
       "      <td>None</td>\n",
       "      <td>Maria Zannes, Integrated Waste Services Associ...</td>\n",
       "      <td>EPA-HQ-OAR-2003-0119</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Maria Zannes, President, ...</td>\n",
       "      <td>1k1-8vsf-q56g</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>EPA-HQ-OAR-2004-0082-0045</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached file(s)</td>\n",
       "      <td>0900006483a98830</td>\n",
       "      <td>EPA-HQ-OAR-2004-0082-0035</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-HQ-OAR-2004-0082</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Sandra Y. Snyder, Senior ...</td>\n",
       "      <td>1k3-98z5-5xeb</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EPA-HQ-OAR-2...</td>\n",
       "      <td>2021-06-13 20:19:12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>EPA-HQ-OAR-2004-0082-0046</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached file(s)</td>\n",
       "      <td>0900006483a98830</td>\n",
       "      <td>EPA-HQ-OAR-2004-0082-0035</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-HQ-OAR-2004-0082</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by James Tangeman, EHS Manag...</td>\n",
       "      <td>1k3-98z8-67h1</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EPA-HQ-OAR-2...</td>\n",
       "      <td>2021-06-13 20:19:12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>EPA-HQ-OAR-2004-0082-0047</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached file(s)</td>\n",
       "      <td>0900006483a98830</td>\n",
       "      <td>EPA-HQ-OAR-2004-0082-0035</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-HQ-OAR-2004-0082</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Keith Weber, Program Mana...</td>\n",
       "      <td>1k3-98z8-rejf</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EPA-HQ-OAR-2...</td>\n",
       "      <td>2021-06-13 20:19:12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>EPA-HQ-OAR-2004-0082-0048</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Attached for filing in Docket No. EPA-HQ-OAR-2...</td>\n",
       "      <td>0900006483a98830</td>\n",
       "      <td>EPA-HQ-OAR-2004-0082-0035</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-HQ-OAR-2004-0082</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Pamela A. Lacey, Chief Re...</td>\n",
       "      <td>1k3-98z8-7pf0</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EPA-HQ-OAR-2...</td>\n",
       "      <td>2021-06-13 20:19:12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>EPA-HQ-OAR-2004-0082-0049</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Southwest Gas Corporation submits the attached...</td>\n",
       "      <td>0900006483a98830</td>\n",
       "      <td>EPA-HQ-OAR-2004-0082-0035</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-HQ-OAR-2004-0082</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Kevin M. Lang, Director, ...</td>\n",
       "      <td>1k3-98zb-np93</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EPA-HQ-OAR-2...</td>\n",
       "      <td>2021-06-13 20:19:12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>EPA-HQ-OAR-2004-0082-0050</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached file(s)</td>\n",
       "      <td>0900006483a98830</td>\n",
       "      <td>EPA-HQ-OAR-2004-0082-0035</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EPA-HQ-OAR-2004-0082</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Southern Darrell Johnson,...</td>\n",
       "      <td>1k3-98zc-aejg</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EPA-HQ-OAR-2...</td>\n",
       "      <td>2021-06-13 20:19:12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>EPA-HQ-OAR-2004-0380-0003</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064800bef37</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Letter from Governor Joseph F. Ada of the Terr...</td>\n",
       "      <td>EPA-HQ-OAR-2004-0380</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Government Local</td>\n",
       "      <td>Comment submitted by Joseph F. Ada, Governor o...</td>\n",
       "      <td>1k1-8ur7-pcyc</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>EPA-HQ-OAR-2004-0380-0004</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064800bef37</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Facsimile from Ed Seattle, R. W. Beck and Asso...</td>\n",
       "      <td>EPA-HQ-OAR-2004-0380</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by Ed Seattle, R. W. Beck an...</td>\n",
       "      <td>1k1-8ur7-5hye</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>EPA-HQ-OAR-2004-0539-0005</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064800bd5ff</td>\n",
       "      <td>EPA-HQ-OAR-2004-0539-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>Professional Engineers In Private Practice</td>\n",
       "      <td>EPA-HQ-OAR-2004-0539</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Company/Organization Comment</td>\n",
       "      <td>Comment submitted by William J. McKee, Jr., St...</td>\n",
       "      <td>1k2-94n5-kgw6</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>EPA-HQ-OAR-2004-0539-0010</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064800bd5ff</td>\n",
       "      <td>EPA-HQ-OAR-2004-0539-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>The County of Rockland, NY</td>\n",
       "      <td>EPA-HQ-OAR-2004-0539</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Government Local</td>\n",
       "      <td>Comment submitted by Charles S. Stewart, Jr., ...</td>\n",
       "      <td>1k2-94n5-pn2l</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>EPA-HQ-OAR-2004-0539-0011</td>\n",
       "      <td>EPA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached</td>\n",
       "      <td>09000064800bd5ff</td>\n",
       "      <td>EPA-HQ-OAR-2004-0539-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>Cobb County (Georgia) Board of Commissioners</td>\n",
       "      <td>EPA-HQ-OAR-2004-0539</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Government Local</td>\n",
       "      <td>Comment submitted by Robert L. Sutton, Directo...</td>\n",
       "      <td>1k2-94n5-uh4e</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>FDA-2009-N-0501-0017</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>I OPPOSE this regulation</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from David Test</td>\n",
       "      <td>kex-1zhg-cyf0</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>FDA-2009-N-0501-0015</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>I support this regulation.</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>United States</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>DC</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from David Ranshous</td>\n",
       "      <td>kew-w3m1-idgm</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>FDA-2009-N-0501-0022</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Thanks to Dr. Stephen Hahn&amp;#39;s politicizatio...</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from Anonymous</td>\n",
       "      <td>kex-etes-rpe6</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>FDA-2009-N-0501-0013</td>\n",
       "      <td>FDA</td>\n",
       "      <td>Individual Consumer</td>\n",
       "      <td>None</td>\n",
       "      <td>In her role as WH Chief Propagandist, Kayleigh...</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from Anonymous</td>\n",
       "      <td>kew-qi1w-4tk6</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>FDA-2009-N-0501-0018</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>I OPPOSE this regulation</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from David Test</td>\n",
       "      <td>kex-2hk4-zgxx</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>FDA-2009-N-0501-0020</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>I OPPOSE this regulation</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from David Test</td>\n",
       "      <td>kex-2sr3-gqrc</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>FDA-2009-N-0501-0016</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>I support this.</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>United States</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>DC</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from David Ranshous</td>\n",
       "      <td>kex-0fv9-msin</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>FDA-2009-N-0501-0021</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>I OPPOSE this regulation</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from David Test</td>\n",
       "      <td>kex-2tsr-8w58</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>FDA-2009-N-0501-0014</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>I oppose this regulation.</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>United States</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>DC</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from David Ranshous</td>\n",
       "      <td>kew-ud0g-udb3</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>FDA-2009-N-0501-0019</td>\n",
       "      <td>FDA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>I OPPOSE this regulation</td>\n",
       "      <td>09000064847f0822</td>\n",
       "      <td>FDA-2009-N-0501-0012</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FDA-2009-N-0501</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Electronic Regulation from Form</td>\n",
       "      <td>Comment from David Test</td>\n",
       "      <td>kex-2jsz-p1mn</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0008</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Proceed</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>2021-05-26  Comment response to the published ...</td>\n",
       "      <td>kp5-j0vb-2dq2</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0019</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See Attached</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>2021-05-26  Comment response to the published ...</td>\n",
       "      <td>kp6-tsd7-vjoe</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EERE-2019-BT...</td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0005</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See Attached</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>2021-05-12  Comment response to the published ...</td>\n",
       "      <td>kol-r3vk-4l6b</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EERE-2019-BT...</td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0003</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See attached letter from the American Public G...</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>2021-04-01  Request to extend the comment peri...</td>\n",
       "      <td>kmz-rmbn-cd9l</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EERE-2019-BT...</td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0010</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See Attached</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>2021-05-26  Comment response to the published ...</td>\n",
       "      <td>kp5-qnrm-wqvz</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EERE-2019-BT...</td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0014</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Weil-McLain and Williamson-Thermoflo, both bra...</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>2021-05-26  Comment response to the published ...</td>\n",
       "      <td>kp5-wwq3-yzug</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EERE-2019-BT...</td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0013</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See Attached</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>2021-05-26  Joint comment response to the publ...</td>\n",
       "      <td>kp5-vov9-ufko</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EERE-2019-BT...</td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0009</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See Attached</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>2021-05-26  Comment response to the published ...</td>\n",
       "      <td>kp5-qc08-j2l9</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EERE-2019-BT...</td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0017</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ms. Catherine Rivest &lt;br/&gt;U.S. Department of E...</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>2021-05-26  Comment response to the published ...</td>\n",
       "      <td>kp6-1tok-gtso</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0011</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Please see attached for joint comments from th...</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>2021-05-26  Joint comment response to the publ...</td>\n",
       "      <td>kp5-r27a-dc54</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EERE-2019-BT...</td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0016</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Dear Ms. Rivest&lt;br/&gt;&lt;br/&gt;These comments are su...</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>2021-05-26  Comment response to the published ...</td>\n",
       "      <td>kp6-05ks-ah5h</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EERE-2019-BT...</td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0018</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>This letter comprises the comments of the Paci...</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>2021-05-26   Joint comment response to the pub...</td>\n",
       "      <td>kp6-48ne-zfr7</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EERE-2019-BT...</td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0006</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See Attached</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>2021-05-13  Comment response to the published ...</td>\n",
       "      <td>koo-bnux-j438</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EERE-2019-BT...</td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0002</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See Attached</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Request for Extension of Comment Due Date</td>\n",
       "      <td>2021-03-31  Request to extend the public comme...</td>\n",
       "      <td>kmy-wfjq-kedg</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EERE-2019-BT...</td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0015</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Attached are the joint comments and associated...</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>2021-05-26  Joint comment response to the publ...</td>\n",
       "      <td>kp5-yqt1-zade</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EERE-2019-BT...</td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0012</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Please see the attached document, AHRI Comment...</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>2021-05-26  Comment response to the published ...</td>\n",
       "      <td>kp5-tj1d-xqvk</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EERE-2019-BT...</td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>EERE-2019-BT-STD-0036-0007</td>\n",
       "      <td>EERE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>See Attached</td>\n",
       "      <td>0900006484a7a258</td>\n",
       "      <td>EERE-2019-BT-STD-0036-0001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>EERE-2019-BT-STD-0036</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Public Comment</td>\n",
       "      <td>2021-05-17  Comment response to the published ...</td>\n",
       "      <td>kot-16w1-1a1u</td>\n",
       "      <td>0</td>\n",
       "      <td>None</td>\n",
       "      <td>https://downloads.regulations.gov/EERE-2019-BT...</td>\n",
       "      <td>2021-06-13 20:19:29</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>52 rows × 41 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                     commentId agencyId             category  city  \\\n",
       "0     EPA-HQ-OA-2007-0677-0007      EPA                 None  None   \n",
       "1     EPA-HQ-OA-2018-0259-9301      EPA                 None  None   \n",
       "2    EPA-HQ-OAR-2002-0070-0007      EPA                 None  None   \n",
       "3    EPA-HQ-OAR-2002-0070-0008      EPA                 None  None   \n",
       "4    EPA-HQ-OAR-2002-0070-0010      EPA                 None  None   \n",
       "5    EPA-HQ-OAR-2002-0070-0012      EPA                 None  None   \n",
       "6    EPA-HQ-OAR-2002-0070-0013      EPA                 None  None   \n",
       "7    EPA-HQ-OAR-2002-0070-0014      EPA                 None  None   \n",
       "8    EPA-HQ-OAR-2002-0070-0015      EPA                 None  None   \n",
       "9    EPA-HQ-OAR-2002-0070-0016      EPA                 None  None   \n",
       "10   EPA-HQ-OAR-2003-0047-0194      EPA                 None  None   \n",
       "11   EPA-HQ-OAR-2003-0047-0195      EPA                 None  None   \n",
       "12   EPA-HQ-OAR-2003-0119-2750      EPA                 None  None   \n",
       "13   EPA-HQ-OAR-2003-0119-2751      EPA                 None  None   \n",
       "14   EPA-HQ-OAR-2004-0082-0045      EPA                 None  None   \n",
       "15   EPA-HQ-OAR-2004-0082-0046      EPA                 None  None   \n",
       "16   EPA-HQ-OAR-2004-0082-0047      EPA                 None  None   \n",
       "17   EPA-HQ-OAR-2004-0082-0048      EPA                 None  None   \n",
       "18   EPA-HQ-OAR-2004-0082-0049      EPA                 None  None   \n",
       "19   EPA-HQ-OAR-2004-0082-0050      EPA                 None  None   \n",
       "20   EPA-HQ-OAR-2004-0380-0003      EPA                 None  None   \n",
       "21   EPA-HQ-OAR-2004-0380-0004      EPA                 None  None   \n",
       "22   EPA-HQ-OAR-2004-0539-0005      EPA                 None  None   \n",
       "23   EPA-HQ-OAR-2004-0539-0010      EPA                 None  None   \n",
       "24   EPA-HQ-OAR-2004-0539-0011      EPA                 None  None   \n",
       "25        FDA-2009-N-0501-0017      FDA                 None  None   \n",
       "26        FDA-2009-N-0501-0015      FDA                 None  None   \n",
       "27        FDA-2009-N-0501-0022      FDA                 None  None   \n",
       "28        FDA-2009-N-0501-0013      FDA  Individual Consumer  None   \n",
       "29        FDA-2009-N-0501-0018      FDA                 None  None   \n",
       "30        FDA-2009-N-0501-0020      FDA                 None  None   \n",
       "31        FDA-2009-N-0501-0016      FDA                 None  None   \n",
       "32        FDA-2009-N-0501-0021      FDA                 None  None   \n",
       "33        FDA-2009-N-0501-0014      FDA                 None  None   \n",
       "34        FDA-2009-N-0501-0019      FDA                 None  None   \n",
       "35  EERE-2019-BT-STD-0036-0008     EERE                 None  None   \n",
       "36  EERE-2019-BT-STD-0036-0019     EERE                 None  None   \n",
       "37  EERE-2019-BT-STD-0036-0005     EERE                 None  None   \n",
       "38  EERE-2019-BT-STD-0036-0003     EERE                 None  None   \n",
       "39  EERE-2019-BT-STD-0036-0010     EERE                 None  None   \n",
       "40  EERE-2019-BT-STD-0036-0014     EERE                 None  None   \n",
       "41  EERE-2019-BT-STD-0036-0013     EERE                 None  None   \n",
       "42  EERE-2019-BT-STD-0036-0009     EERE                 None  None   \n",
       "43  EERE-2019-BT-STD-0036-0017     EERE                 None  None   \n",
       "44  EERE-2019-BT-STD-0036-0011     EERE                 None  None   \n",
       "45  EERE-2019-BT-STD-0036-0016     EERE                 None  None   \n",
       "46  EERE-2019-BT-STD-0036-0018     EERE                 None  None   \n",
       "47  EERE-2019-BT-STD-0036-0006     EERE                 None  None   \n",
       "48  EERE-2019-BT-STD-0036-0002     EERE                 None  None   \n",
       "49  EERE-2019-BT-STD-0036-0015     EERE                 None  None   \n",
       "50  EERE-2019-BT-STD-0036-0012     EERE                 None  None   \n",
       "51  EERE-2019-BT-STD-0036-0007     EERE                 None  None   \n",
       "\n",
       "                                              comment         commentOn  \\\n",
       "0   This method of assessment seems to be very tho...  0900006480272c3d   \n",
       "1                                        See attached  090000648320bc9e   \n",
       "2                                        See attached  09000064837c4c7f   \n",
       "3                                        See attached  09000064837c4c7f   \n",
       "4                                        See attached  09000064837c4c7f   \n",
       "5                                        See attached  09000064837c4c7f   \n",
       "6                                        See attached  09000064837c4c7f   \n",
       "7                                        See attached  09000064837c4c7f   \n",
       "8                                        See attached  09000064837c4c7f   \n",
       "9                                        See attached  09000064837c4c7f   \n",
       "10                                       See attached  09000064800be880   \n",
       "11                                       See attached  09000064800be880   \n",
       "12                                       See attached  09000064800bb2c4   \n",
       "13                                       See attached  09000064800bb2c4   \n",
       "14                               See attached file(s)  0900006483a98830   \n",
       "15                               See attached file(s)  0900006483a98830   \n",
       "16                               See attached file(s)  0900006483a98830   \n",
       "17  Attached for filing in Docket No. EPA-HQ-OAR-2...  0900006483a98830   \n",
       "18  Southwest Gas Corporation submits the attached...  0900006483a98830   \n",
       "19                               See attached file(s)  0900006483a98830   \n",
       "20                                       See attached  09000064800bef37   \n",
       "21                                       See attached  09000064800bef37   \n",
       "22                                       See attached  09000064800bd5ff   \n",
       "23                                       See attached  09000064800bd5ff   \n",
       "24                                       See attached  09000064800bd5ff   \n",
       "25                           I OPPOSE this regulation  09000064847f0822   \n",
       "26                         I support this regulation.  09000064847f0822   \n",
       "27  Thanks to Dr. Stephen Hahn&#39;s politicizatio...  09000064847f0822   \n",
       "28  In her role as WH Chief Propagandist, Kayleigh...  09000064847f0822   \n",
       "29                           I OPPOSE this regulation  09000064847f0822   \n",
       "30                           I OPPOSE this regulation  09000064847f0822   \n",
       "31                                    I support this.  09000064847f0822   \n",
       "32                           I OPPOSE this regulation  09000064847f0822   \n",
       "33                          I oppose this regulation.  09000064847f0822   \n",
       "34                           I OPPOSE this regulation  09000064847f0822   \n",
       "35                                            Proceed  0900006484a7a258   \n",
       "36                                       See Attached  0900006484a7a258   \n",
       "37                                       See Attached  0900006484a7a258   \n",
       "38  See attached letter from the American Public G...  0900006484a7a258   \n",
       "39                                       See Attached  0900006484a7a258   \n",
       "40  Weil-McLain and Williamson-Thermoflo, both bra...  0900006484a7a258   \n",
       "41                                       See Attached  0900006484a7a258   \n",
       "42                                       See Attached  0900006484a7a258   \n",
       "43  Ms. Catherine Rivest <br/>U.S. Department of E...  0900006484a7a258   \n",
       "44  Please see attached for joint comments from th...  0900006484a7a258   \n",
       "45  Dear Ms. Rivest<br/><br/>These comments are su...  0900006484a7a258   \n",
       "46  This letter comprises the comments of the Paci...  0900006484a7a258   \n",
       "47                                       See Attached  0900006484a7a258   \n",
       "48                                       See Attached  0900006484a7a258   \n",
       "49  Attached are the joint comments and associated...  0900006484a7a258   \n",
       "50  Please see the attached document, AHRI Comment...  0900006484a7a258   \n",
       "51                                       See Attached  0900006484a7a258   \n",
       "\n",
       "           commentOnDocumentId        country  \\\n",
       "0     EPA-HQ-OA-2007-0677-0001           None   \n",
       "1     EPA-HQ-OA-2018-0259-0001           None   \n",
       "2    EPA-HQ-OAR-2002-0070-0003           None   \n",
       "3    EPA-HQ-OAR-2002-0070-0003           None   \n",
       "4    EPA-HQ-OAR-2002-0070-0003           None   \n",
       "5    EPA-HQ-OAR-2002-0070-0003           None   \n",
       "6    EPA-HQ-OAR-2002-0070-0003           None   \n",
       "7    EPA-HQ-OAR-2002-0070-0003           None   \n",
       "8    EPA-HQ-OAR-2002-0070-0003           None   \n",
       "9    EPA-HQ-OAR-2002-0070-0003           None   \n",
       "10                        None           None   \n",
       "11                        None           None   \n",
       "12   EPA-HQ-OAR-2003-0119-0029           None   \n",
       "13   EPA-HQ-OAR-2003-0119-0029           None   \n",
       "14   EPA-HQ-OAR-2004-0082-0035           None   \n",
       "15   EPA-HQ-OAR-2004-0082-0035           None   \n",
       "16   EPA-HQ-OAR-2004-0082-0035           None   \n",
       "17   EPA-HQ-OAR-2004-0082-0035           None   \n",
       "18   EPA-HQ-OAR-2004-0082-0035           None   \n",
       "19   EPA-HQ-OAR-2004-0082-0035           None   \n",
       "20                        None           None   \n",
       "21                        None           None   \n",
       "22   EPA-HQ-OAR-2004-0539-0001           None   \n",
       "23   EPA-HQ-OAR-2004-0539-0001           None   \n",
       "24   EPA-HQ-OAR-2004-0539-0001           None   \n",
       "25        FDA-2009-N-0501-0012           None   \n",
       "26        FDA-2009-N-0501-0012  United States   \n",
       "27        FDA-2009-N-0501-0012           None   \n",
       "28        FDA-2009-N-0501-0012           None   \n",
       "29        FDA-2009-N-0501-0012           None   \n",
       "30        FDA-2009-N-0501-0012           None   \n",
       "31        FDA-2009-N-0501-0012  United States   \n",
       "32        FDA-2009-N-0501-0012           None   \n",
       "33        FDA-2009-N-0501-0012  United States   \n",
       "34        FDA-2009-N-0501-0012           None   \n",
       "35  EERE-2019-BT-STD-0036-0001           None   \n",
       "36  EERE-2019-BT-STD-0036-0001           None   \n",
       "37  EERE-2019-BT-STD-0036-0001           None   \n",
       "38  EERE-2019-BT-STD-0036-0001           None   \n",
       "39  EERE-2019-BT-STD-0036-0001           None   \n",
       "40  EERE-2019-BT-STD-0036-0001           None   \n",
       "41  EERE-2019-BT-STD-0036-0001           None   \n",
       "42  EERE-2019-BT-STD-0036-0001           None   \n",
       "43  EERE-2019-BT-STD-0036-0001           None   \n",
       "44  EERE-2019-BT-STD-0036-0001           None   \n",
       "45  EERE-2019-BT-STD-0036-0001           None   \n",
       "46  EERE-2019-BT-STD-0036-0001           None   \n",
       "47  EERE-2019-BT-STD-0036-0001           None   \n",
       "48  EERE-2019-BT-STD-0036-0001           None   \n",
       "49  EERE-2019-BT-STD-0036-0001           None   \n",
       "50  EERE-2019-BT-STD-0036-0001           None   \n",
       "51  EERE-2019-BT-STD-0036-0001           None   \n",
       "\n",
       "                                          docAbstract               docketId  \\\n",
       "0                                                None    EPA-HQ-OA-2007-0677   \n",
       "1                                                None    EPA-HQ-OA-2018-0259   \n",
       "2                               Volkswagen of America   EPA-HQ-OAR-2002-0070   \n",
       "3                  Motor Vehicle Manufacturers Assoc.   EPA-HQ-OAR-2002-0070   \n",
       "4                           General Motors (FE-3419 )   EPA-HQ-OAR-2002-0070   \n",
       "5               Multinational Business Services, Inc.   EPA-HQ-OAR-2002-0070   \n",
       "6                               Volkswagen of America   EPA-HQ-OAR-2002-0070   \n",
       "7                                      Ford Motor Co.   EPA-HQ-OAR-2002-0070   \n",
       "8               corrections for above, Ford Motor Co.   EPA-HQ-OAR-2002-0070   \n",
       "9                  Motor Vehicle Manufacturers Assoc.   EPA-HQ-OAR-2002-0070   \n",
       "10  P. S. Rowe, Rocky Mountain Oil & Gas Associati...   EPA-HQ-OAR-2003-0047   \n",
       "11  E. H. Kendrick, Counsel for New Mexico Oil & G...   EPA-HQ-OAR-2003-0047   \n",
       "12  Peggi-Ann Davis, Chairman, South Carolina Pulp...   EPA-HQ-OAR-2003-0119   \n",
       "13  Maria Zannes, Integrated Waste Services Associ...   EPA-HQ-OAR-2003-0119   \n",
       "14                                               None   EPA-HQ-OAR-2004-0082   \n",
       "15                                               None   EPA-HQ-OAR-2004-0082   \n",
       "16                                               None   EPA-HQ-OAR-2004-0082   \n",
       "17                                               None   EPA-HQ-OAR-2004-0082   \n",
       "18                                               None   EPA-HQ-OAR-2004-0082   \n",
       "19                                               None   EPA-HQ-OAR-2004-0082   \n",
       "20  Letter from Governor Joseph F. Ada of the Terr...   EPA-HQ-OAR-2004-0380   \n",
       "21  Facsimile from Ed Seattle, R. W. Beck and Asso...   EPA-HQ-OAR-2004-0380   \n",
       "22         Professional Engineers In Private Practice   EPA-HQ-OAR-2004-0539   \n",
       "23                         The County of Rockland, NY   EPA-HQ-OAR-2004-0539   \n",
       "24       Cobb County (Georgia) Board of Commissioners   EPA-HQ-OAR-2004-0539   \n",
       "25                                               None        FDA-2009-N-0501   \n",
       "26                                               None        FDA-2009-N-0501   \n",
       "27                                               None        FDA-2009-N-0501   \n",
       "28                                               None        FDA-2009-N-0501   \n",
       "29                                               None        FDA-2009-N-0501   \n",
       "30                                               None        FDA-2009-N-0501   \n",
       "31                                               None        FDA-2009-N-0501   \n",
       "32                                               None        FDA-2009-N-0501   \n",
       "33                                               None        FDA-2009-N-0501   \n",
       "34                                               None        FDA-2009-N-0501   \n",
       "35                                               None  EERE-2019-BT-STD-0036   \n",
       "36                                               None  EERE-2019-BT-STD-0036   \n",
       "37                                               None  EERE-2019-BT-STD-0036   \n",
       "38                                               None  EERE-2019-BT-STD-0036   \n",
       "39                                               None  EERE-2019-BT-STD-0036   \n",
       "40                                               None  EERE-2019-BT-STD-0036   \n",
       "41                                               None  EERE-2019-BT-STD-0036   \n",
       "42                                               None  EERE-2019-BT-STD-0036   \n",
       "43                                               None  EERE-2019-BT-STD-0036   \n",
       "44                                               None  EERE-2019-BT-STD-0036   \n",
       "45                                               None  EERE-2019-BT-STD-0036   \n",
       "46                                               None  EERE-2019-BT-STD-0036   \n",
       "47                                               None  EERE-2019-BT-STD-0036   \n",
       "48                                               None  EERE-2019-BT-STD-0036   \n",
       "49                                               None  EERE-2019-BT-STD-0036   \n",
       "50                                               None  EERE-2019-BT-STD-0036   \n",
       "51                                               None  EERE-2019-BT-STD-0036   \n",
       "\n",
       "    ... stateProvinceRegion  submitterRep submitterRepCityState  \\\n",
       "0   ...                None          None                  None   \n",
       "1   ...                None          None                  None   \n",
       "2   ...                None          None                  None   \n",
       "3   ...                None          None                  None   \n",
       "4   ...                None          None                  None   \n",
       "5   ...                None          None                  None   \n",
       "6   ...                None          None                  None   \n",
       "7   ...                None          None                  None   \n",
       "8   ...                None          None                  None   \n",
       "9   ...                None          None                  None   \n",
       "10  ...                None          None                  None   \n",
       "11  ...                None          None                  None   \n",
       "12  ...                None          None                  None   \n",
       "13  ...                None          None                  None   \n",
       "14  ...                None          None                  None   \n",
       "15  ...                None          None                  None   \n",
       "16  ...                None          None                  None   \n",
       "17  ...                None          None                  None   \n",
       "18  ...                None          None                  None   \n",
       "19  ...                None          None                  None   \n",
       "20  ...                None          None                  None   \n",
       "21  ...                None          None                  None   \n",
       "22  ...                None          None                  None   \n",
       "23  ...                None          None                  None   \n",
       "24  ...                None          None                  None   \n",
       "25  ...                None          None                  None   \n",
       "26  ...                  DC          None                  None   \n",
       "27  ...                None          None                  None   \n",
       "28  ...                None          None                  None   \n",
       "29  ...                None          None                  None   \n",
       "30  ...                None          None                  None   \n",
       "31  ...                  DC          None                  None   \n",
       "32  ...                None          None                  None   \n",
       "33  ...                  DC          None                  None   \n",
       "34  ...                None          None                  None   \n",
       "35  ...                None          None                  None   \n",
       "36  ...                None          None                  None   \n",
       "37  ...                None          None                  None   \n",
       "38  ...                None          None                  None   \n",
       "39  ...                None          None                  None   \n",
       "40  ...                None          None                  None   \n",
       "41  ...                None          None                  None   \n",
       "42  ...                None          None                  None   \n",
       "43  ...                None          None                  None   \n",
       "44  ...                None          None                  None   \n",
       "45  ...                None          None                  None   \n",
       "46  ...                None          None                  None   \n",
       "47  ...                None          None                  None   \n",
       "48  ...                None          None                  None   \n",
       "49  ...                None          None                  None   \n",
       "50  ...                None          None                  None   \n",
       "51  ...                None          None                  None   \n",
       "\n",
       "                                      subtype  \\\n",
       "0                              Public Comment   \n",
       "1                                Late Comment   \n",
       "2                Company/Organization Comment   \n",
       "3                Company/Organization Comment   \n",
       "4                Company/Organization Comment   \n",
       "5                Company/Organization Comment   \n",
       "6                Company/Organization Comment   \n",
       "7                Company/Organization Comment   \n",
       "8                Company/Organization Comment   \n",
       "9                Company/Organization Comment   \n",
       "10               Company/Organization Comment   \n",
       "11               Company/Organization Comment   \n",
       "12               Company/Organization Comment   \n",
       "13               Company/Organization Comment   \n",
       "14               Company/Organization Comment   \n",
       "15               Company/Organization Comment   \n",
       "16               Company/Organization Comment   \n",
       "17               Company/Organization Comment   \n",
       "18               Company/Organization Comment   \n",
       "19               Company/Organization Comment   \n",
       "20                           Government Local   \n",
       "21               Company/Organization Comment   \n",
       "22               Company/Organization Comment   \n",
       "23                           Government Local   \n",
       "24                           Government Local   \n",
       "25            Electronic Regulation from Form   \n",
       "26            Electronic Regulation from Form   \n",
       "27            Electronic Regulation from Form   \n",
       "28            Electronic Regulation from Form   \n",
       "29            Electronic Regulation from Form   \n",
       "30            Electronic Regulation from Form   \n",
       "31            Electronic Regulation from Form   \n",
       "32            Electronic Regulation from Form   \n",
       "33            Electronic Regulation from Form   \n",
       "34            Electronic Regulation from Form   \n",
       "35                             Public Comment   \n",
       "36                             Public Comment   \n",
       "37                             Public Comment   \n",
       "38                             Public Comment   \n",
       "39                             Public Comment   \n",
       "40                             Public Comment   \n",
       "41                             Public Comment   \n",
       "42                             Public Comment   \n",
       "43                             Public Comment   \n",
       "44                             Public Comment   \n",
       "45                             Public Comment   \n",
       "46                             Public Comment   \n",
       "47                             Public Comment   \n",
       "48  Request for Extension of Comment Due Date   \n",
       "49                             Public Comment   \n",
       "50                             Public Comment   \n",
       "51                             Public Comment   \n",
       "\n",
       "                                                title    trackingNbr  \\\n",
       "0                            Anonymous public comment  1k3-97sf-rtwm   \n",
       "1                      Comment submitted by A. Thomas  1k3-97yj-s62a   \n",
       "2   Comment submitted by Wolfgang Groth, Manager, ...  1k2-95xf-of9z   \n",
       "3   Comment submitted by Harry B. Weaver, Director...  1k2-95xf-gzw2   \n",
       "4   Comment submitted by T. M. Fisher, Director, A...  1k2-95xf-5c97   \n",
       "5   Comment submitted by Jim J. Tozzi, Director, M...  1k2-95xf-96r3   \n",
       "6   Comment submitted by W. Groth, Manager, Emissi...  1k2-95xf-5aq5   \n",
       "7   Comment submitted by Donald R. Buist, Director...  1k2-95xf-dnrd   \n",
       "8   Comment submitted by Donald R. Buist, Director...  1k2-95xf-5obm   \n",
       "9   Comment submitted by Fred W. Bowditch, Motor V...  1k2-95xf-9z9c   \n",
       "10  Comment submitted by Paula S. Rowe, Exploratio...  1k1-8vb4-husx   \n",
       "11  Comment submitted by Edmund H. Kendrick, Attor...  1k1-8vb4-m22q   \n",
       "12  Comment submitted by Peggi-Ann Davis, Chairman...  1k1-8vsf-ue7s   \n",
       "13  Comment submitted by Maria Zannes, President, ...  1k1-8vsf-q56g   \n",
       "14  Comment submitted by Sandra Y. Snyder, Senior ...  1k3-98z5-5xeb   \n",
       "15  Comment submitted by James Tangeman, EHS Manag...  1k3-98z8-67h1   \n",
       "16  Comment submitted by Keith Weber, Program Mana...  1k3-98z8-rejf   \n",
       "17  Comment submitted by Pamela A. Lacey, Chief Re...  1k3-98z8-7pf0   \n",
       "18  Comment submitted by Kevin M. Lang, Director, ...  1k3-98zb-np93   \n",
       "19  Comment submitted by Southern Darrell Johnson,...  1k3-98zc-aejg   \n",
       "20  Comment submitted by Joseph F. Ada, Governor o...  1k1-8ur7-pcyc   \n",
       "21  Comment submitted by Ed Seattle, R. W. Beck an...  1k1-8ur7-5hye   \n",
       "22  Comment submitted by William J. McKee, Jr., St...  1k2-94n5-kgw6   \n",
       "23  Comment submitted by Charles S. Stewart, Jr., ...  1k2-94n5-pn2l   \n",
       "24  Comment submitted by Robert L. Sutton, Directo...  1k2-94n5-uh4e   \n",
       "25                            Comment from David Test  kex-1zhg-cyf0   \n",
       "26                        Comment from David Ranshous  kew-w3m1-idgm   \n",
       "27                             Comment from Anonymous  kex-etes-rpe6   \n",
       "28                             Comment from Anonymous  kew-qi1w-4tk6   \n",
       "29                            Comment from David Test  kex-2hk4-zgxx   \n",
       "30                            Comment from David Test  kex-2sr3-gqrc   \n",
       "31                        Comment from David Ranshous  kex-0fv9-msin   \n",
       "32                            Comment from David Test  kex-2tsr-8w58   \n",
       "33                        Comment from David Ranshous  kew-ud0g-udb3   \n",
       "34                            Comment from David Test  kex-2jsz-p1mn   \n",
       "35  2021-05-26  Comment response to the published ...  kp5-j0vb-2dq2   \n",
       "36  2021-05-26  Comment response to the published ...  kp6-tsd7-vjoe   \n",
       "37  2021-05-12  Comment response to the published ...  kol-r3vk-4l6b   \n",
       "38  2021-04-01  Request to extend the comment peri...  kmz-rmbn-cd9l   \n",
       "39  2021-05-26  Comment response to the published ...  kp5-qnrm-wqvz   \n",
       "40  2021-05-26  Comment response to the published ...  kp5-wwq3-yzug   \n",
       "41  2021-05-26  Joint comment response to the publ...  kp5-vov9-ufko   \n",
       "42  2021-05-26  Comment response to the published ...  kp5-qc08-j2l9   \n",
       "43  2021-05-26  Comment response to the published ...  kp6-1tok-gtso   \n",
       "44  2021-05-26  Joint comment response to the publ...  kp5-r27a-dc54   \n",
       "45  2021-05-26  Comment response to the published ...  kp6-05ks-ah5h   \n",
       "46  2021-05-26   Joint comment response to the pub...  kp6-48ne-zfr7   \n",
       "47  2021-05-13  Comment response to the published ...  koo-bnux-j438   \n",
       "48  2021-03-31  Request to extend the public comme...  kmy-wfjq-kedg   \n",
       "49  2021-05-26  Joint comment response to the publ...  kp5-yqt1-zade   \n",
       "50  2021-05-26  Comment response to the published ...  kp5-tj1d-xqvk   \n",
       "51  2021-05-17  Comment response to the published ...  kot-16w1-1a1u   \n",
       "\n",
       "   withdrawn   zip                                    attachmentLinks  \\\n",
       "0          0  None                                                      \n",
       "1          0  None  https://downloads.regulations.gov/EPA-HQ-OA-20...   \n",
       "2          0  None                                                      \n",
       "3          0  None                                                      \n",
       "4          0  None                                                      \n",
       "5          0  None                                                      \n",
       "6          0  None                                                      \n",
       "7          0  None                                                      \n",
       "8          0  None                                                      \n",
       "9          0  None                                                      \n",
       "10         0  None                                                      \n",
       "11         0  None                                                      \n",
       "12         0  None                                                      \n",
       "13         0  None                                                      \n",
       "14         0  None  https://downloads.regulations.gov/EPA-HQ-OAR-2...   \n",
       "15         0  None  https://downloads.regulations.gov/EPA-HQ-OAR-2...   \n",
       "16         0  None  https://downloads.regulations.gov/EPA-HQ-OAR-2...   \n",
       "17         0  None  https://downloads.regulations.gov/EPA-HQ-OAR-2...   \n",
       "18         0  None  https://downloads.regulations.gov/EPA-HQ-OAR-2...   \n",
       "19         0  None  https://downloads.regulations.gov/EPA-HQ-OAR-2...   \n",
       "20         0  None                                                      \n",
       "21         0  None                                                      \n",
       "22         0  None                                                      \n",
       "23         0  None                                                      \n",
       "24         0  None                                                      \n",
       "25         0  None                                                      \n",
       "26         0  None                                                      \n",
       "27         0  None                                                      \n",
       "28         0  None                                                      \n",
       "29         0  None                                                      \n",
       "30         0  None                                                      \n",
       "31         0  None                                                      \n",
       "32         0  None                                                      \n",
       "33         0  None                                                      \n",
       "34         0  None                                                      \n",
       "35         0  None                                                      \n",
       "36         0  None  https://downloads.regulations.gov/EERE-2019-BT...   \n",
       "37         0  None  https://downloads.regulations.gov/EERE-2019-BT...   \n",
       "38         0  None  https://downloads.regulations.gov/EERE-2019-BT...   \n",
       "39         0  None  https://downloads.regulations.gov/EERE-2019-BT...   \n",
       "40         0  None  https://downloads.regulations.gov/EERE-2019-BT...   \n",
       "41         0  None  https://downloads.regulations.gov/EERE-2019-BT...   \n",
       "42         0  None  https://downloads.regulations.gov/EERE-2019-BT...   \n",
       "43         0  None                                                      \n",
       "44         0  None  https://downloads.regulations.gov/EERE-2019-BT...   \n",
       "45         0  None  https://downloads.regulations.gov/EERE-2019-BT...   \n",
       "46         0  None  https://downloads.regulations.gov/EERE-2019-BT...   \n",
       "47         0  None  https://downloads.regulations.gov/EERE-2019-BT...   \n",
       "48         0  None  https://downloads.regulations.gov/EERE-2019-BT...   \n",
       "49         0  None  https://downloads.regulations.gov/EERE-2019-BT...   \n",
       "50         0  None  https://downloads.regulations.gov/EERE-2019-BT...   \n",
       "51         0  None  https://downloads.regulations.gov/EERE-2019-BT...   \n",
       "\n",
       "                sqltime  \n",
       "0   2021-06-13 20:19:10  \n",
       "1   2021-06-13 20:19:10  \n",
       "2   2021-06-13 20:19:10  \n",
       "3   2021-06-13 20:19:10  \n",
       "4   2021-06-13 20:19:10  \n",
       "5   2021-06-13 20:19:10  \n",
       "6   2021-06-13 20:19:10  \n",
       "7   2021-06-13 20:19:10  \n",
       "8   2021-06-13 20:19:10  \n",
       "9   2021-06-13 20:19:10  \n",
       "10  2021-06-13 20:19:12  \n",
       "11  2021-06-13 20:19:12  \n",
       "12  2021-06-13 20:19:12  \n",
       "13  2021-06-13 20:19:12  \n",
       "14  2021-06-13 20:19:12  \n",
       "15  2021-06-13 20:19:12  \n",
       "16  2021-06-13 20:19:12  \n",
       "17  2021-06-13 20:19:12  \n",
       "18  2021-06-13 20:19:12  \n",
       "19  2021-06-13 20:19:12  \n",
       "20  2021-06-13 20:19:12  \n",
       "21  2021-06-13 20:19:12  \n",
       "22  2021-06-13 20:19:12  \n",
       "23  2021-06-13 20:19:12  \n",
       "24  2021-06-13 20:19:12  \n",
       "25  2021-06-13 20:19:25  \n",
       "26  2021-06-13 20:19:25  \n",
       "27  2021-06-13 20:19:25  \n",
       "28  2021-06-13 20:19:25  \n",
       "29  2021-06-13 20:19:25  \n",
       "30  2021-06-13 20:19:25  \n",
       "31  2021-06-13 20:19:25  \n",
       "32  2021-06-13 20:19:25  \n",
       "33  2021-06-13 20:19:25  \n",
       "34  2021-06-13 20:19:25  \n",
       "35  2021-06-13 20:19:29  \n",
       "36  2021-06-13 20:19:29  \n",
       "37  2021-06-13 20:19:29  \n",
       "38  2021-06-13 20:19:29  \n",
       "39  2021-06-13 20:19:29  \n",
       "40  2021-06-13 20:19:29  \n",
       "41  2021-06-13 20:19:29  \n",
       "42  2021-06-13 20:19:29  \n",
       "43  2021-06-13 20:19:29  \n",
       "44  2021-06-13 20:19:29  \n",
       "45  2021-06-13 20:19:29  \n",
       "46  2021-06-13 20:19:29  \n",
       "47  2021-06-13 20:19:29  \n",
       "48  2021-06-13 20:19:29  \n",
       "49  2021-06-13 20:19:29  \n",
       "50  2021-06-13 20:19:29  \n",
       "51  2021-06-13 20:19:29  \n",
       "\n",
       "[52 rows x 41 columns]"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.read_sql_query(\"select * from comments_detail\", conn)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['',\n",
       "       'https://downloads.regulations.gov/EPA-HQ-OA-2018-0259-9301/attachment_1.pdf',\n",
       "       '', '', '', '', '', '', '', '', '', '', '', '',\n",
       "       'https://downloads.regulations.gov/EPA-HQ-OAR-2004-0082-0045/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EPA-HQ-OAR-2004-0082-0046/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EPA-HQ-OAR-2004-0082-0047/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EPA-HQ-OAR-2004-0082-0048/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EPA-HQ-OAR-2004-0082-0049/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EPA-HQ-OAR-2004-0082-0050/attachment_1.docx|https://downloads.regulations.gov/EPA-HQ-OAR-2004-0082-0050/attachment_1.pdf',\n",
       "       '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '',\n",
       "       'https://downloads.regulations.gov/EERE-2019-BT-STD-0036-0019/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EERE-2019-BT-STD-0036-0005/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EERE-2019-BT-STD-0036-0003/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EERE-2019-BT-STD-0036-0010/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EERE-2019-BT-STD-0036-0014/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EERE-2019-BT-STD-0036-0013/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EERE-2019-BT-STD-0036-0009/attachment_1.pdf',\n",
       "       '',\n",
       "       'https://downloads.regulations.gov/EERE-2019-BT-STD-0036-0011/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EERE-2019-BT-STD-0036-0016/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EERE-2019-BT-STD-0036-0018/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EERE-2019-BT-STD-0036-0006/attachment_2.pdf',\n",
       "       'https://downloads.regulations.gov/EERE-2019-BT-STD-0036-0002/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EERE-2019-BT-STD-0036-0015/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EERE-2019-BT-STD-0036-0012/attachment_1.pdf',\n",
       "       'https://downloads.regulations.gov/EERE-2019-BT-STD-0036-0007/attachment_1.pdf'],\n",
       "      dtype=object)"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.read_sql_query(\"select attachmentLinks from comments_detail\", conn)['attachmentLinks'].values"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Write to flatfile only"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021-06-13 16:19:29: Getting objectId for document FDA-2021-N-0270-0001...Got it (0900006484a930da)\n",
      "2021-06-13 16:19:29: Getting comment headers associated with document FDA-2021-N-0270-0001...\n",
      "\n",
      "Found 187 comments...\n",
      "2021-06-13 16:19:30: Writing 187 records to comment_headers_161929.csv...Done\n",
      "2021-06-13 16:19:30: Removing any duplicates in the CSV...\n",
      "2021-06-13 16:19:30: Done. Removed 0 duplicate rows from comment_headers_161929.csv.\n",
      "2021-06-13 16:19:30: Finished: approximately 187 comments collected\n",
      "\n",
      "Done getting comment IDs----------------\n",
      "\n",
      "2021-06-13 16:19:30: Getting comments associated with document FDA-2021-N-0270-0001...\n",
      "\n",
      "2021-06-13 16:19:30: Gathering details for 187 comments...\n",
      "(Requests left: 900)\n",
      "(Requests left: 900)\n",
      "(Requests left: 800)\n",
      "2021-06-13 16:20:02: Writing 187 records to mydata.csv...Done\n",
      "2021-06-13 16:20:02: Finished: 187 comments collected\n",
      "\n",
      "Done getting all 187 comments for document FDA-2021-N-0270-0001----------------\n",
      "\n"
     ]
    }
   ],
   "source": [
    "downloader.gather_comments_by_document(\"FDA-2021-N-0270-0001\", csv_filename=\"mydata.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## write to a brand new database (create it automatically)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "583"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "api_key = next(api_key_iter)\n",
    "downloader = CommentsDownloader(api_key)\n",
    "downloader.get_requests_remaining()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021-06-13 16:20:02: Getting objectId for document EERE-2019-BT-STD-0036-0001...Got it (0900006484a7a258)\n",
      "2021-06-13 16:20:02: Getting comment headers associated with document EERE-2019-BT-STD-0036-0001...\n",
      "\n",
      "Found 17 comments...\n",
      "2021-06-13 16:20:03: Inserting 17 records into database...\n",
      "2021-06-13 16:20:03: Writing 17 records to comment_headers_162002.csv...Done\n",
      "2021-06-13 16:20:03: Removing any duplicates in the CSV...\n",
      "2021-06-13 16:20:03: Done. Removed 0 duplicate rows from comment_headers_162002.csv.\n",
      "2021-06-13 16:20:03: Finished: approximately 17 comments collected\n",
      "\n",
      "Done getting comment IDs----------------\n",
      "\n",
      "2021-06-13 16:20:03: Getting comments associated with document EERE-2019-BT-STD-0036-0001...\n",
      "\n",
      "2021-06-13 16:20:03: Gathering details for 17 comments...\n",
      "2021-06-13 16:20:06: Inserting 17 records into database...\n",
      "2021-06-13 16:20:06: Finished: 17 comments collected\n",
      "\n",
      "Done getting all 17 comments for document EERE-2019-BT-STD-0036-0001----------------\n",
      "\n"
     ]
    }
   ],
   "source": [
    "downloader.gather_comments_by_document(\"EERE-2019-BT-STD-0036-0001\", db_filename=\"mydb.db\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# gather_comments_by_docket"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "775"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "api_key = next(api_key_iter)\n",
    "downloader = CommentsDownloader(api_key)\n",
    "downloader.get_requests_remaining()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021-06-13 16:23:14: Getting documents associated with docket FDA-2021-N-0270...\n",
      "\n",
      "Found 1 documents...\n",
      "2021-06-13 16:23:15: Inserting 1 records into database...\n",
      "2021-06-13 16:23:15: Writing 1 records to document_headers_162314.csv...Done\n",
      "2021-06-13 16:23:15: Removing any duplicates in the CSV...\n",
      "2021-06-13 16:23:15: Done. Removed 0 duplicate rows from document_headers_162314.csv.\n",
      "2021-06-13 16:23:15: Finished: approximately 1 documents collected\n",
      "\n",
      "Done----------------\n",
      "\n",
      "******************************\n",
      "2021-06-13 16:23:15: Getting comments for document FDA-2021-N-0270-0001...\n",
      "\n",
      "2021-06-13 16:23:15: Getting objectId for document FDA-2021-N-0270-0001...Got it (0900006484a930da)\n",
      "2021-06-13 16:23:15: Getting comment headers associated with document FDA-2021-N-0270-0001...\n",
      "\n",
      "Found 187 comments...\n",
      "2021-06-13 16:23:16: Inserting 187 records into database...\n",
      "2021-06-13 16:23:16: Writing 187 records to comment_headers_162315.csv...Done\n",
      "2021-06-13 16:23:16: Removing any duplicates in the CSV...\n",
      "2021-06-13 16:23:16: Done. Removed 0 duplicate rows from comment_headers_162315.csv.\n",
      "2021-06-13 16:23:16: Finished: approximately 187 comments collected\n",
      "\n",
      "Done getting comment IDs----------------\n",
      "\n",
      "2021-06-13 16:23:16: Getting comments associated with document FDA-2021-N-0270-0001...\n",
      "\n",
      "2021-06-13 16:23:16: Gathering details for 187 comments...\n",
      "(Requests left: 700)\n",
      "(Requests left: 600)\n",
      "2021-06-13 16:23:47: Inserting 187 records into database...\n",
      "2021-06-13 16:23:47: Writing 187 records to mydocket2/info.csv...Done\n",
      "2021-06-13 16:23:47: Finished: 187 comments collected\n",
      "\n",
      "Done getting all 187 comments for document FDA-2021-N-0270-0001----------------\n",
      "\n",
      "DONE retrieving all 187 comments from 1 document(s) for docket FDA-2021-N-0270----------------\n",
      "\n"
     ]
    }
   ],
   "source": [
    "downloader.gather_comments_by_docket(\"FDA-2021-N-0270\", db_filename=\"testdb.db\", csv_filename=\"mydocket2/info.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "187"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "conn = sqlite3.connect(\"testdb.db\")\n",
    "cur = conn.cursor()\n",
    "cur.execute(\"select count(*) from comments_detail where docketId='FDA-2021-N-0270'\").fetchone()[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [],
   "source": [
    "conn.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## a docket with comments on multiple of its documents"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021-06-13 16:23:54: Getting documents associated with docket DOT-OST-2012-0147...\n",
      "\n",
      "Found 15 documents...\n",
      "2021-06-13 16:23:55: Inserting 15 records into database...\n",
      "2021-06-13 16:23:55: Writing 15 records to document_headers_162354.csv...Done\n",
      "2021-06-13 16:23:55: Removing any duplicates in the CSV...\n",
      "2021-06-13 16:23:55: Done. Removed 0 duplicate rows from document_headers_162354.csv.\n",
      "2021-06-13 16:23:55: Finished: approximately 15 documents collected\n",
      "\n",
      "Done----------------\n",
      "\n",
      "******************************\n",
      "2021-06-13 16:23:55: Getting comments for document DOT-OST-2012-0147-0244...\n",
      "\n",
      "2021-06-13 16:23:55: Getting objectId for document DOT-OST-2012-0147-0244...Got it (09000064812395c6)\n",
      "2021-06-13 16:23:55: Getting comment headers associated with document DOT-OST-2012-0147-0244...\n",
      "\n",
      "Found 0 comments...\n",
      "2021-06-13 16:23:55: Finished: approximately 0 comments collected\n",
      "\n",
      "Done getting all 0 comments for document DOT-OST-2012-0147-0244----------------\n",
      "\n",
      "******************************\n",
      "2021-06-13 16:23:55: Getting comments for document DOT-OST-2012-0147-0293...\n",
      "\n",
      "2021-06-13 16:23:55: Getting objectId for document DOT-OST-2012-0147-0293...Got it (09000064814cbd66)\n",
      "2021-06-13 16:23:55: Getting comment headers associated with document DOT-OST-2012-0147-0293...\n",
      "\n",
      "Found 0 comments...\n",
      "2021-06-13 16:23:56: Finished: approximately 0 comments collected\n",
      "\n",
      "Done getting all 0 comments for document DOT-OST-2012-0147-0293----------------\n",
      "\n",
      "******************************\n",
      "2021-06-13 16:23:56: Getting comments for document DOT-OST-2012-0147-0032...\n",
      "\n",
      "2021-06-13 16:23:56: Getting objectId for document DOT-OST-2012-0147-0032...Got it (0900006481150293)\n",
      "2021-06-13 16:23:56: Getting comment headers associated with document DOT-OST-2012-0147-0032...\n",
      "\n",
      "Found 123 comments...\n",
      "2021-06-13 16:23:57: Inserting 123 records into database...\n",
      "2021-06-13 16:23:57: Writing 123 records to comment_headers_162356.csv...Done\n",
      "2021-06-13 16:23:57: Removing any duplicates in the CSV...\n",
      "2021-06-13 16:23:57: Done. Removed 0 duplicate rows from comment_headers_162356.csv.\n",
      "2021-06-13 16:23:57: Finished: approximately 123 comments collected\n",
      "\n",
      "Done getting comment IDs----------------\n",
      "\n",
      "2021-06-13 16:23:57: Getting comments associated with document DOT-OST-2012-0147-0032...\n",
      "\n",
      "2021-06-13 16:23:57: Gathering details for 123 comments...\n",
      "(Requests left: 500)\n",
      "2021-06-13 16:24:18: Inserting 123 records into database...\n",
      "2021-06-13 16:24:18: Writing 123 records to DOT-OST-2012-0147.csv...Done\n",
      "2021-06-13 16:24:18: Finished: 123 comments collected\n",
      "\n",
      "Done getting all 123 comments for document DOT-OST-2012-0147-0032----------------\n",
      "\n",
      "******************************\n",
      "2021-06-13 16:24:18: Getting comments for document DOT-OST-2012-0147-0288...\n",
      "\n",
      "2021-06-13 16:24:18: Getting objectId for document DOT-OST-2012-0147-0288...Got it (09000064814bb632)\n",
      "2021-06-13 16:24:18: Getting comment headers associated with document DOT-OST-2012-0147-0288...\n",
      "\n",
      "Found 0 comments...\n",
      "2021-06-13 16:24:18: Finished: approximately 0 comments collected\n",
      "\n",
      "Done getting all 0 comments for document DOT-OST-2012-0147-0288----------------\n",
      "\n",
      "******************************\n",
      "2021-06-13 16:24:18: Getting comments for document DOT-OST-2012-0147-0319...\n",
      "\n",
      "2021-06-13 16:24:18: Getting objectId for document DOT-OST-2012-0147-0319...Got it (09000064814dd151)\n",
      "2021-06-13 16:24:18: Getting comment headers associated with document DOT-OST-2012-0147-0319...\n",
      "\n",
      "Found 0 comments...\n",
      "2021-06-13 16:24:19: Finished: approximately 0 comments collected\n",
      "\n",
      "Done getting all 0 comments for document DOT-OST-2012-0147-0319----------------\n",
      "\n",
      "******************************\n",
      "2021-06-13 16:24:19: Getting comments for document DOT-OST-2012-0147-0267...\n",
      "\n",
      "2021-06-13 16:24:19: Getting objectId for document DOT-OST-2012-0147-0267...Got it (090000648145c12d)\n",
      "2021-06-13 16:24:19: Getting comment headers associated with document DOT-OST-2012-0147-0267...\n",
      "\n",
      "Found 0 comments...\n",
      "2021-06-13 16:24:19: Finished: approximately 0 comments collected\n",
      "\n",
      "Done getting all 0 comments for document DOT-OST-2012-0147-0267----------------\n",
      "\n",
      "******************************\n",
      "2021-06-13 16:24:19: Getting comments for document DOT-OST-2012-0147-0001...\n",
      "\n",
      "2021-06-13 16:24:19: Getting objectId for document DOT-OST-2012-0147-0001...Got it (09000064810efebb)\n",
      "2021-06-13 16:24:19: Getting comment headers associated with document DOT-OST-2012-0147-0001...\n",
      "\n",
      "Found 75 comments...\n",
      "2021-06-13 16:24:20: Inserting 75 records into database...\n",
      "2021-06-13 16:24:21: Writing 75 records to comment_headers_162419.csv...Done\n",
      "2021-06-13 16:24:21: Removing any duplicates in the CSV...\n",
      "2021-06-13 16:24:21: Done. Removed 0 duplicate rows from comment_headers_162419.csv.\n",
      "2021-06-13 16:24:21: Finished: approximately 75 comments collected\n",
      "\n",
      "Done getting comment IDs----------------\n",
      "\n",
      "2021-06-13 16:24:21: Getting comments associated with document DOT-OST-2012-0147-0001...\n",
      "\n",
      "2021-06-13 16:24:21: Gathering details for 75 comments...\n",
      "(Requests left: 400)\n",
      "2021-06-13 16:24:33: Inserting 75 records into database...\n",
      "2021-06-13 16:24:33: Writing 75 records to DOT-OST-2012-0147.csv...Done\n",
      "2021-06-13 16:24:33: Finished: 75 comments collected\n",
      "\n",
      "Done getting all 75 comments for document DOT-OST-2012-0147-0001----------------\n",
      "\n",
      "******************************\n",
      "2021-06-13 16:24:33: Getting comments for document DOT-OST-2012-0147-0278...\n",
      "\n",
      "2021-06-13 16:24:33: Getting objectId for document DOT-OST-2012-0147-0278...Got it (090000648147a621)\n",
      "2021-06-13 16:24:33: Getting comment headers associated with document DOT-OST-2012-0147-0278...\n",
      "\n",
      "Found 40 comments...\n",
      "2021-06-13 16:24:34: Inserting 40 records into database...\n",
      "2021-06-13 16:24:34: Writing 40 records to comment_headers_162433.csv...Done\n",
      "2021-06-13 16:24:34: Removing any duplicates in the CSV...\n",
      "2021-06-13 16:24:34: Done. Removed 0 duplicate rows from comment_headers_162433.csv.\n",
      "2021-06-13 16:24:34: Finished: approximately 40 comments collected\n",
      "\n",
      "Done getting comment IDs----------------\n",
      "\n",
      "2021-06-13 16:24:34: Getting comments associated with document DOT-OST-2012-0147-0278...\n",
      "\n",
      "2021-06-13 16:24:34: Gathering details for 40 comments...\n",
      "2021-06-13 16:24:41: Inserting 40 records into database...\n",
      "2021-06-13 16:24:41: Writing 40 records to DOT-OST-2012-0147.csv...Done\n",
      "2021-06-13 16:24:41: Finished: 40 comments collected\n",
      "\n",
      "Done getting all 40 comments for document DOT-OST-2012-0147-0278----------------\n",
      "\n",
      "******************************\n",
      "2021-06-13 16:24:41: Getting comments for document DOT-OST-2012-0147-0247...\n",
      "\n",
      "2021-06-13 16:24:41: Getting objectId for document DOT-OST-2012-0147-0247...Got it (0900006481429bca)\n",
      "2021-06-13 16:24:41: Getting comment headers associated with document DOT-OST-2012-0147-0247...\n",
      "\n",
      "Found 26 comments...\n",
      "2021-06-13 16:24:42: Inserting 26 records into database...\n",
      "2021-06-13 16:24:42: Writing 26 records to comment_headers_162441.csv...Done\n",
      "2021-06-13 16:24:42: Removing any duplicates in the CSV...\n",
      "2021-06-13 16:24:42: Done. Removed 0 duplicate rows from comment_headers_162441.csv.\n",
      "2021-06-13 16:24:42: Finished: approximately 26 comments collected\n",
      "\n",
      "Done getting comment IDs----------------\n",
      "\n",
      "2021-06-13 16:24:42: Getting comments associated with document DOT-OST-2012-0147-0247...\n",
      "\n",
      "2021-06-13 16:24:42: Gathering details for 26 comments...\n",
      "(Requests left: 300)\n",
      "2021-06-13 16:24:46: Inserting 26 records into database...\n",
      "2021-06-13 16:24:46: Writing 26 records to DOT-OST-2012-0147.csv...Done\n",
      "2021-06-13 16:24:46: Finished: 26 comments collected\n",
      "\n",
      "Done getting all 26 comments for document DOT-OST-2012-0147-0247----------------\n",
      "\n",
      "******************************\n",
      "2021-06-13 16:24:46: Getting comments for document DOT-OST-2012-0147-0003...\n",
      "\n",
      "2021-06-13 16:24:46: Getting objectId for document DOT-OST-2012-0147-0003...Got it (0900006481109196)\n",
      "2021-06-13 16:24:47: Getting comment headers associated with document DOT-OST-2012-0147-0003...\n",
      "\n",
      "Found 50 comments...\n",
      "2021-06-13 16:24:48: Inserting 50 records into database...\n",
      "2021-06-13 16:24:48: Writing 50 records to comment_headers_162447.csv...Done\n",
      "2021-06-13 16:24:48: Removing any duplicates in the CSV...\n",
      "2021-06-13 16:24:48: Done. Removed 0 duplicate rows from comment_headers_162447.csv.\n",
      "2021-06-13 16:24:48: Finished: approximately 50 comments collected\n",
      "\n",
      "Done getting comment IDs----------------\n",
      "\n",
      "2021-06-13 16:24:48: Getting comments associated with document DOT-OST-2012-0147-0003...\n",
      "\n",
      "2021-06-13 16:24:48: Gathering details for 50 comments...\n",
      "2021-06-13 16:24:56: Inserting 50 records into database...\n",
      "2021-06-13 16:24:56: Writing 50 records to DOT-OST-2012-0147.csv...Done\n",
      "2021-06-13 16:24:56: Finished: 50 comments collected\n",
      "\n",
      "Done getting all 50 comments for document DOT-OST-2012-0147-0003----------------\n",
      "\n",
      "******************************\n",
      "2021-06-13 16:24:56: Getting comments for document DOT-OST-2012-0147-0290...\n",
      "\n",
      "2021-06-13 16:24:56: Getting objectId for document DOT-OST-2012-0147-0290...Got it (09000064814bb8f6)\n",
      "2021-06-13 16:24:56: Getting comment headers associated with document DOT-OST-2012-0147-0290...\n",
      "\n",
      "Found 0 comments...\n",
      "2021-06-13 16:24:56: Finished: approximately 0 comments collected\n",
      "\n",
      "Done getting all 0 comments for document DOT-OST-2012-0147-0290----------------\n",
      "\n",
      "******************************\n",
      "2021-06-13 16:24:56: Getting comments for document DOT-OST-2012-0147-0329...\n",
      "\n",
      "2021-06-13 16:24:56: Getting objectId for document DOT-OST-2012-0147-0329...Got it (09000064818a2b59)\n",
      "2021-06-13 16:24:56: Getting comment headers associated with document DOT-OST-2012-0147-0329...\n",
      "\n",
      "Found 0 comments...\n",
      "2021-06-13 16:24:57: Finished: approximately 0 comments collected\n",
      "\n",
      "Done getting all 0 comments for document DOT-OST-2012-0147-0329----------------\n",
      "\n",
      "******************************\n",
      "2021-06-13 16:24:57: Getting comments for document DOT-OST-2012-0147-0289...\n",
      "\n",
      "2021-06-13 16:24:57: Getting objectId for document DOT-OST-2012-0147-0289...Got it (09000064814bb8f4)\n",
      "2021-06-13 16:24:57: Getting comment headers associated with document DOT-OST-2012-0147-0289...\n",
      "\n",
      "Found 0 comments...\n",
      "2021-06-13 16:24:57: Finished: approximately 0 comments collected\n",
      "\n",
      "Done getting all 0 comments for document DOT-OST-2012-0147-0289----------------\n",
      "\n",
      "******************************\n",
      "2021-06-13 16:24:57: Getting comments for document DOT-OST-2012-0147-0005...\n",
      "\n",
      "2021-06-13 16:24:57: Getting objectId for document DOT-OST-2012-0147-0005...Got it (0900006481110073)\n",
      "2021-06-13 16:24:57: Getting comment headers associated with document DOT-OST-2012-0147-0005...\n",
      "\n",
      "Found 0 comments...\n",
      "2021-06-13 16:24:58: Finished: approximately 0 comments collected\n",
      "\n",
      "Done getting all 0 comments for document DOT-OST-2012-0147-0005----------------\n",
      "\n",
      "******************************\n",
      "2021-06-13 16:24:58: Getting comments for document DOT-OST-2012-0147-0238...\n",
      "\n",
      "2021-06-13 16:24:58: Getting objectId for document DOT-OST-2012-0147-0238...Got it (09000064811a4959)\n",
      "2021-06-13 16:24:58: Getting comment headers associated with document DOT-OST-2012-0147-0238...\n",
      "\n",
      "Found 0 comments...\n",
      "2021-06-13 16:24:58: Finished: approximately 0 comments collected\n",
      "\n",
      "Done getting all 0 comments for document DOT-OST-2012-0147-0238----------------\n",
      "\n",
      "DONE retrieving all 314 comments from 15 document(s) for docket DOT-OST-2012-0147----------------\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# DOT-OST-2012-0147\t has 15 documents and 314 comments total.\n",
    "downloader.gather_comments_by_docket(\"DOT-OST-2012-0147\", db_filename=\"testdb.db\", csv_filename=\"DOT-OST-2012-0147.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "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>count(*)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>314</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   count(*)\n",
       "0       314"
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "conn = sqlite3.connect(\"testdb.db\")\n",
    "cur = conn.cursor()\n",
    "pd.read_sql_query(\"select count(*) from comments_detail where docketId='DOT-OST-2012-0147'\", conn)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [],
   "source": [
    "conn.close()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
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