{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "fdc3d465",
   "metadata": {},
   "source": [
    "# Interconnection Queues\n",
    "\n",
    "All ISOs support retrieving interconnection queues with `iso.get_interconnection_queue` methods.\n",
    "\n",
    "Each of the ISOs report slightly differently fields for their queues, so a best effort was made to standardize column names. When a column couldn't be standardized, it is appended to end of the returned dataframe.\n",
    "\n",
    "Below you can see preview of each of ISOs interconnection queues\n",
    "\n",
    "## NYISO"
   ]
  },
  {
   "cell_type": "code",
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   "outputs": [
    {
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       "<div>\n",
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       "\n",
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       "        vertical-align: top;\n",
       "    }\n",
       "\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Queue ID</th>\n",
       "      <th>Project Name</th>\n",
       "      <th>Interconnecting Entity</th>\n",
       "      <th>County</th>\n",
       "      <th>State</th>\n",
       "      <th>Interconnection Location</th>\n",
       "      <th>Transmission Owner</th>\n",
       "      <th>Generation Type</th>\n",
       "      <th>Capacity (MW)</th>\n",
       "      <th>Summer Capacity (MW)</th>\n",
       "      <th>...</th>\n",
       "      <th>Withdrawn Date</th>\n",
       "      <th>Withdrawal Comment</th>\n",
       "      <th>Actual Completion Date</th>\n",
       "      <th>Proposed  In-Service</th>\n",
       "      <th>Proposed Initial-Sync Date</th>\n",
       "      <th>Last Updated Date</th>\n",
       "      <th>Z</th>\n",
       "      <th>S</th>\n",
       "      <th>Availability of Studies</th>\n",
       "      <th>SGIA Tender Date</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0276</td>\n",
       "      <td>Homer Solar Energy Center</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cortland</td>\n",
       "      <td>NY</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NM-NG</td>\n",
       "      <td>Solar</td>\n",
       "      <td>90.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaT</td>\n",
       "      <td>2023-09-01</td>\n",
       "      <td>9/30/2022</td>\n",
       "      <td>C</td>\n",
       "      <td>10.0</td>\n",
       "      <td>FES, SRIS, FS</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0393</td>\n",
       "      <td>Berrians East Replacement</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Queens</td>\n",
       "      <td>NY</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CONED</td>\n",
       "      <td>Dual Fuel</td>\n",
       "      <td>94.2</td>\n",
       "      <td>94.2</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaT</td>\n",
       "      <td>2024-08-01</td>\n",
       "      <td>6/30/2022</td>\n",
       "      <td>J</td>\n",
       "      <td>11.0</td>\n",
       "      <td>FES, SRIS, FS</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0396</td>\n",
       "      <td>Baron Winds</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Steuben</td>\n",
       "      <td>NY</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYSEG</td>\n",
       "      <td>Wind</td>\n",
       "      <td>238.4</td>\n",
       "      <td>238.4</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaT</td>\n",
       "      <td>2022-11-29</td>\n",
       "      <td>12/31/2022</td>\n",
       "      <td>C</td>\n",
       "      <td>13.0</td>\n",
       "      <td>FES, SRIS, FS</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0396A</td>\n",
       "      <td>Wood Street Transformer</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Putnam</td>\n",
       "      <td>NY</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYSEG</td>\n",
       "      <td>AC Transmission</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>4/30/2021</td>\n",
       "      <td>G</td>\n",
       "      <td>12.0</td>\n",
       "      <td>SIS</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0422</td>\n",
       "      <td>Eight Point Wind Energy Center</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Steuben-Allegany</td>\n",
       "      <td>NY</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYSEG</td>\n",
       "      <td>Wind</td>\n",
       "      <td>101.8</td>\n",
       "      <td>101.8</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaT</td>\n",
       "      <td>2022-11-01</td>\n",
       "      <td>3/31/2021</td>\n",
       "      <td>C</td>\n",
       "      <td>12.0</td>\n",
       "      <td>FES, SRIS, FS</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1464</th>\n",
       "      <td>583</td>\n",
       "      <td>Fulton</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Oswego</td>\n",
       "      <td>NY</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NM-NG</td>\n",
       "      <td>Hydro</td>\n",
       "      <td>1.3</td>\n",
       "      <td>1.3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3/31/18</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>3/31/18</td>\n",
       "      <td>C</td>\n",
       "      <td>14</td>\n",
       "      <td>FS</td>\n",
       "      <td>2017-07-12 00:00:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1465</th>\n",
       "      <td>0696</td>\n",
       "      <td>Swinging Bridge Unit 3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Orange</td>\n",
       "      <td>NY</td>\n",
       "      <td>NaN</td>\n",
       "      <td>O&amp;R</td>\n",
       "      <td>Hydro</td>\n",
       "      <td>1.2</td>\n",
       "      <td>1.2</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2020-04-30 00:00:00</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>2020-04-30 00:00:00</td>\n",
       "      <td>G</td>\n",
       "      <td>14</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2018-06-20 00:00:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1466</th>\n",
       "      <td>0701</td>\n",
       "      <td>KCE NY 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Saratoga</td>\n",
       "      <td>NY</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYSEG</td>\n",
       "      <td>Energy Storage</td>\n",
       "      <td>20.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2020-04-30 00:00:00</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>2020-04-30 00:00:00</td>\n",
       "      <td>F</td>\n",
       "      <td>14</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2018-06-20 00:00:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1467</th>\n",
       "      <td>0731</td>\n",
       "      <td>Branscomb Solar</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Washington</td>\n",
       "      <td>NY</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NM-NG</td>\n",
       "      <td>Solar</td>\n",
       "      <td>20.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2022-03-31 00:00:00</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>2022-03-31 00:00:00</td>\n",
       "      <td>F</td>\n",
       "      <td>14</td>\n",
       "      <td>FES, SIS, FS</td>\n",
       "      <td>2020-04-29 00:00:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1468</th>\n",
       "      <td>0781</td>\n",
       "      <td>Marcy South SSR Detection</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Delaware</td>\n",
       "      <td>NY</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NYPA</td>\n",
       "      <td>AC Transmission</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2020-04-30 00:00:00</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>2020-04-30 00:00:00</td>\n",
       "      <td>E</td>\n",
       "      <td>14</td>\n",
       "      <td>SIS</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1469 rows × 24 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Queue ID                    Project Name Interconnecting Entity  \\\n",
       "0        0276       Homer Solar Energy Center                    NaN   \n",
       "1        0393       Berrians East Replacement                    NaN   \n",
       "2        0396                     Baron Winds                    NaN   \n",
       "3       0396A         Wood Street Transformer                    NaN   \n",
       "4        0422  Eight Point Wind Energy Center                    NaN   \n",
       "...       ...                             ...                    ...   \n",
       "1464      583                          Fulton                    NaN   \n",
       "1465     0696          Swinging Bridge Unit 3                    NaN   \n",
       "1466     0701                        KCE NY 1                    NaN   \n",
       "1467     0731                 Branscomb Solar                    NaN   \n",
       "1468     0781       Marcy South SSR Detection                    NaN   \n",
       "\n",
       "                County State Interconnection Location Transmission Owner  \\\n",
       "0             Cortland    NY                      NaN              NM-NG   \n",
       "1               Queens    NY                      NaN              CONED   \n",
       "2              Steuben    NY                      NaN              NYSEG   \n",
       "3               Putnam    NY                      NaN              NYSEG   \n",
       "4     Steuben-Allegany    NY                      NaN              NYSEG   \n",
       "...                ...   ...                      ...                ...   \n",
       "1464            Oswego    NY                      NaN              NM-NG   \n",
       "1465            Orange    NY                      NaN                O&R   \n",
       "1466          Saratoga    NY                      NaN              NYSEG   \n",
       "1467        Washington    NY                      NaN              NM-NG   \n",
       "1468          Delaware    NY                      NaN               NYPA   \n",
       "\n",
       "      Generation Type  Capacity (MW) Summer Capacity (MW)  ... Withdrawn Date  \\\n",
       "0               Solar           90.0                 90.0  ...            NaN   \n",
       "1           Dual Fuel           94.2                 94.2  ...            NaN   \n",
       "2                Wind          238.4                238.4  ...            NaN   \n",
       "3     AC Transmission            0.0                  NaN  ...            NaN   \n",
       "4                Wind          101.8                101.8  ...            NaN   \n",
       "...               ...            ...                  ...  ...            ...   \n",
       "1464            Hydro            1.3                  1.3  ...            NaN   \n",
       "1465            Hydro            1.2                  1.2  ...            NaN   \n",
       "1466   Energy Storage           20.0                 20.0  ...            NaN   \n",
       "1467            Solar           20.0                 20.0  ...            NaN   \n",
       "1468  AC Transmission            0.0                  NaN  ...            NaN   \n",
       "\n",
       "     Withdrawal Comment Actual Completion Date Proposed  In-Service  \\\n",
       "0                   NaN                    NaN                  NaT   \n",
       "1                   NaN                    NaN                  NaT   \n",
       "2                   NaN                    NaN                  NaT   \n",
       "3                   NaN                    NaN                  NaT   \n",
       "4                   NaN                    NaN                  NaT   \n",
       "...                 ...                    ...                  ...   \n",
       "1464                NaN                3/31/18                  NaT   \n",
       "1465                NaN    2020-04-30 00:00:00                  NaT   \n",
       "1466                NaN    2020-04-30 00:00:00                  NaT   \n",
       "1467                NaN    2022-03-31 00:00:00                  NaT   \n",
       "1468                NaN    2020-04-30 00:00:00                  NaT   \n",
       "\n",
       "     Proposed Initial-Sync Date    Last Updated Date  Z     S  \\\n",
       "0                    2023-09-01            9/30/2022  C  10.0   \n",
       "1                    2024-08-01            6/30/2022  J  11.0   \n",
       "2                    2022-11-29           12/31/2022  C  13.0   \n",
       "3                           NaT            4/30/2021  G  12.0   \n",
       "4                    2022-11-01            3/31/2021  C  12.0   \n",
       "...                         ...                  ... ..   ...   \n",
       "1464                        NaT              3/31/18  C    14   \n",
       "1465                        NaT  2020-04-30 00:00:00  G    14   \n",
       "1466                        NaT  2020-04-30 00:00:00  F    14   \n",
       "1467                        NaT  2022-03-31 00:00:00  F    14   \n",
       "1468                        NaT  2020-04-30 00:00:00  E    14   \n",
       "\n",
       "     Availability of Studies     SGIA Tender Date  \n",
       "0              FES, SRIS, FS                  NaN  \n",
       "1              FES, SRIS, FS                  NaN  \n",
       "2              FES, SRIS, FS                  NaN  \n",
       "3                        SIS                  NaN  \n",
       "4              FES, SRIS, FS                  NaN  \n",
       "...                      ...                  ...  \n",
       "1464                      FS  2017-07-12 00:00:00  \n",
       "1465                     NaN  2018-06-20 00:00:00  \n",
       "1466                     NaN  2018-06-20 00:00:00  \n",
       "1467            FES, SIS, FS  2020-04-29 00:00:00  \n",
       "1468                     SIS                  NaN  \n",
       "\n",
       "[1469 rows x 24 columns]"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import gridstatus\n",
    "nyiso = gridstatus.NYISO()\n",
    "nyiso.get_interconnection_queue()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d1e28ad9",
   "metadata": {},
   "source": [
    "## CAISO"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ab346eb6",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Queue ID</th>\n",
       "      <th>Project Name</th>\n",
       "      <th>Interconnecting Entity</th>\n",
       "      <th>County</th>\n",
       "      <th>State</th>\n",
       "      <th>Interconnection Location</th>\n",
       "      <th>Transmission Owner</th>\n",
       "      <th>Generation Type</th>\n",
       "      <th>Capacity (MW)</th>\n",
       "      <th>Summer Capacity (MW)</th>\n",
       "      <th>...</th>\n",
       "      <th>Interconnection Request Receive Date</th>\n",
       "      <th>Interconnection Agreement Status</th>\n",
       "      <th>Study Process</th>\n",
       "      <th>Proposed On-line Date (as filed with IR)</th>\n",
       "      <th>System Impact Study or Phase I Cluster Study</th>\n",
       "      <th>Facilities Study (FAS) or Phase II Cluster Study</th>\n",
       "      <th>Optional Study (OS)</th>\n",
       "      <th>Full Capacity, Partial or Energy Only (FC/P/EO)</th>\n",
       "      <th>Off-Peak Deliverability and Economic Only</th>\n",
       "      <th>Feasibility Study or Supplemental Review</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>22</td>\n",
       "      <td>MONTEZUMA (HIGH WINDS III)</td>\n",
       "      <td>None</td>\n",
       "      <td>SOLANO</td>\n",
       "      <td>CA</td>\n",
       "      <td>Birds Landing Sub 230 kV Bus</td>\n",
       "      <td>PGAE</td>\n",
       "      <td>Wind Turbine + Storage</td>\n",
       "      <td>38.0</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>2003-11-18 00:00:00</td>\n",
       "      <td>Executed</td>\n",
       "      <td>AMEND 39</td>\n",
       "      <td>2005-06-30 07:00:00</td>\n",
       "      <td>Complete</td>\n",
       "      <td>Complete</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Off-Peak Deliverability</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>32</td>\n",
       "      <td>TULE WIND</td>\n",
       "      <td>None</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>Boulevard East Substation 138 kV</td>\n",
       "      <td>SDGE</td>\n",
       "      <td>Wind Turbine</td>\n",
       "      <td>193.8</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>2004-05-12 00:00:00</td>\n",
       "      <td>Executed</td>\n",
       "      <td>Serial LGIP</td>\n",
       "      <td>2007-09-01 07:00:00</td>\n",
       "      <td>Complete</td>\n",
       "      <td>Complete</td>\n",
       "      <td>None</td>\n",
       "      <td>Partial Capacity</td>\n",
       "      <td>Off-Peak Deliverability</td>\n",
       "      <td>Waived</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>72</td>\n",
       "      <td>LAKE ELSINORE ADVANCED PUMPED STORAGE PROJECT</td>\n",
       "      <td>None</td>\n",
       "      <td>RIVERSIDE</td>\n",
       "      <td>CA</td>\n",
       "      <td>Proposed Lee Lake Substation 500 kV</td>\n",
       "      <td>SDGE</td>\n",
       "      <td>Storage</td>\n",
       "      <td>500.0</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>2005-04-26 00:00:00</td>\n",
       "      <td>Executed</td>\n",
       "      <td>Serial LGIP</td>\n",
       "      <td>2008-12-31 08:00:00</td>\n",
       "      <td>Complete</td>\n",
       "      <td>Re-Study</td>\n",
       "      <td>None</td>\n",
       "      <td>Full Capacity</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Waived</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>138</td>\n",
       "      <td>SANDSTORM WIND POWER</td>\n",
       "      <td>None</td>\n",
       "      <td>RIVERSIDE</td>\n",
       "      <td>CA</td>\n",
       "      <td>Devers - San Bernardino 230 kV line</td>\n",
       "      <td>SCE</td>\n",
       "      <td>Wind Turbine + Storage</td>\n",
       "      <td>150.0</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>2006-10-23 00:00:00</td>\n",
       "      <td>Executed</td>\n",
       "      <td>Serial LGIP</td>\n",
       "      <td>2008-12-31 08:00:00</td>\n",
       "      <td>Complete</td>\n",
       "      <td>Complete</td>\n",
       "      <td>None</td>\n",
       "      <td>Partial Capacity</td>\n",
       "      <td>Off-Peak Deliverability</td>\n",
       "      <td>Waived</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>146</td>\n",
       "      <td>DESERT SUNLIGHT PV I</td>\n",
       "      <td>None</td>\n",
       "      <td>RIVERSIDE</td>\n",
       "      <td>CA</td>\n",
       "      <td>Red Bluff Substation 230kV</td>\n",
       "      <td>SCE</td>\n",
       "      <td>Photovoltaic + Storage</td>\n",
       "      <td>250.0</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>2006-11-16 00:00:00</td>\n",
       "      <td>Executed</td>\n",
       "      <td>Serial LGIP</td>\n",
       "      <td>2008-12-01 08:00:00</td>\n",
       "      <td>Complete</td>\n",
       "      <td>Complete</td>\n",
       "      <td>None</td>\n",
       "      <td>Partial Capacity</td>\n",
       "      <td>Off-Peak Deliverability</td>\n",
       "      <td>Required</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2270</th>\n",
       "      <td>2189</td>\n",
       "      <td>LA FUENTE ENERGY STORAGE</td>\n",
       "      <td>None</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>Otay Mesa Switchyard 230 kV</td>\n",
       "      <td>SDGE</td>\n",
       "      <td>Storage</td>\n",
       "      <td>100.0</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>2021-04-14 00:00:00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C14</td>\n",
       "      <td>2024-06-01 07:00:00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Full Capacity</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2271</th>\n",
       "      <td>2190</td>\n",
       "      <td>HERMES ENERGY STORAGE</td>\n",
       "      <td>None</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>Border Substation 69 kV</td>\n",
       "      <td>SDGE</td>\n",
       "      <td>Storage</td>\n",
       "      <td>150.0</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>2021-04-15 00:00:00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C14</td>\n",
       "      <td>2024-06-01 07:00:00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Full Capacity</td>\n",
       "      <td>Off-Peak Deliverability</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2272</th>\n",
       "      <td>2191</td>\n",
       "      <td>FREIGHT ENERGY STORAGE</td>\n",
       "      <td>None</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>Border Substation 69 kV</td>\n",
       "      <td>SDGE</td>\n",
       "      <td>Storage</td>\n",
       "      <td>50.0</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>2021-04-15 00:00:00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C14</td>\n",
       "      <td>2025-06-01 07:00:00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Full Capacity</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2273</th>\n",
       "      <td>2193</td>\n",
       "      <td>VENTANA ENERGY STORAGE</td>\n",
       "      <td>None</td>\n",
       "      <td>SAN BERNARDINO</td>\n",
       "      <td>CA</td>\n",
       "      <td>Lugo</td>\n",
       "      <td>SCE</td>\n",
       "      <td>Storage</td>\n",
       "      <td>250.0</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>2021-11-19 00:00:00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ISP</td>\n",
       "      <td>2024-06-01 07:00:00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Full Capacity</td>\n",
       "      <td>Off-Peak Deliverability</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2274</th>\n",
       "      <td>2194</td>\n",
       "      <td>PRONGHORN ENERGY STORAGE</td>\n",
       "      <td>None</td>\n",
       "      <td>LOS ANGELES</td>\n",
       "      <td>CA</td>\n",
       "      <td>Antelope</td>\n",
       "      <td>SCE</td>\n",
       "      <td>Storage</td>\n",
       "      <td>120.0</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>2022-05-07 00:00:00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ISP</td>\n",
       "      <td>2026-06-01 07:00:00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Full Capacity</td>\n",
       "      <td>Off-Peak Deliverability</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2275 rows × 36 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Queue ID                                   Project Name  \\\n",
       "0          22                     MONTEZUMA (HIGH WINDS III)   \n",
       "1          32                                      TULE WIND   \n",
       "2          72  LAKE ELSINORE ADVANCED PUMPED STORAGE PROJECT   \n",
       "3         138                          SANDSTORM WIND POWER    \n",
       "4         146                           DESERT SUNLIGHT PV I   \n",
       "...       ...                                            ...   \n",
       "2270     2189                       LA FUENTE ENERGY STORAGE   \n",
       "2271     2190                          HERMES ENERGY STORAGE   \n",
       "2272     2191                         FREIGHT ENERGY STORAGE   \n",
       "2273     2193                         VENTANA ENERGY STORAGE   \n",
       "2274     2194                       PRONGHORN ENERGY STORAGE   \n",
       "\n",
       "     Interconnecting Entity          County State  \\\n",
       "0                      None          SOLANO    CA   \n",
       "1                      None       SAN DIEGO    CA   \n",
       "2                      None       RIVERSIDE    CA   \n",
       "3                      None       RIVERSIDE    CA   \n",
       "4                      None       RIVERSIDE    CA   \n",
       "...                     ...             ...   ...   \n",
       "2270                   None       SAN DIEGO    CA   \n",
       "2271                   None       SAN DIEGO    CA   \n",
       "2272                   None       SAN DIEGO    CA   \n",
       "2273                   None  SAN BERNARDINO    CA   \n",
       "2274                   None     LOS ANGELES    CA   \n",
       "\n",
       "                 Interconnection Location Transmission Owner  \\\n",
       "0            Birds Landing Sub 230 kV Bus               PGAE   \n",
       "1        Boulevard East Substation 138 kV               SDGE   \n",
       "2     Proposed Lee Lake Substation 500 kV               SDGE   \n",
       "3     Devers - San Bernardino 230 kV line                SCE   \n",
       "4              Red Bluff Substation 230kV                SCE   \n",
       "...                                   ...                ...   \n",
       "2270          Otay Mesa Switchyard 230 kV               SDGE   \n",
       "2271              Border Substation 69 kV               SDGE   \n",
       "2272              Border Substation 69 kV               SDGE   \n",
       "2273                                 Lugo                SCE   \n",
       "2274                             Antelope                SCE   \n",
       "\n",
       "             Generation Type  Capacity (MW) Summer Capacity (MW)  ...  \\\n",
       "0     Wind Turbine + Storage           38.0                 None  ...   \n",
       "1               Wind Turbine          193.8                 None  ...   \n",
       "2                    Storage          500.0                 None  ...   \n",
       "3     Wind Turbine + Storage          150.0                 None  ...   \n",
       "4     Photovoltaic + Storage          250.0                 None  ...   \n",
       "...                      ...            ...                  ...  ...   \n",
       "2270                 Storage          100.0                 None  ...   \n",
       "2271                 Storage          150.0                 None  ...   \n",
       "2272                 Storage           50.0                 None  ...   \n",
       "2273                 Storage          250.0                 None  ...   \n",
       "2274                 Storage          120.0                 None  ...   \n",
       "\n",
       "     Interconnection Request Receive Date Interconnection Agreement Status  \\\n",
       "0                     2003-11-18 00:00:00                         Executed   \n",
       "1                     2004-05-12 00:00:00                         Executed   \n",
       "2                     2005-04-26 00:00:00                         Executed   \n",
       "3                     2006-10-23 00:00:00                         Executed   \n",
       "4                     2006-11-16 00:00:00                         Executed   \n",
       "...                                   ...                              ...   \n",
       "2270                  2021-04-14 00:00:00                              NaN   \n",
       "2271                  2021-04-15 00:00:00                              NaN   \n",
       "2272                  2021-04-15 00:00:00                              NaN   \n",
       "2273                  2021-11-19 00:00:00                              NaN   \n",
       "2274                  2022-05-07 00:00:00                              NaN   \n",
       "\n",
       "     Study Process Proposed On-line Date (as filed with IR)  \\\n",
       "0         AMEND 39                      2005-06-30 07:00:00   \n",
       "1      Serial LGIP                      2007-09-01 07:00:00   \n",
       "2      Serial LGIP                      2008-12-31 08:00:00   \n",
       "3      Serial LGIP                      2008-12-31 08:00:00   \n",
       "4      Serial LGIP                      2008-12-01 08:00:00   \n",
       "...            ...                                      ...   \n",
       "2270           C14                      2024-06-01 07:00:00   \n",
       "2271           C14                      2024-06-01 07:00:00   \n",
       "2272           C14                      2025-06-01 07:00:00   \n",
       "2273           ISP                      2024-06-01 07:00:00   \n",
       "2274           ISP                      2026-06-01 07:00:00   \n",
       "\n",
       "     System Impact Study or Phase I Cluster Study  \\\n",
       "0                                        Complete   \n",
       "1                                        Complete   \n",
       "2                                        Complete   \n",
       "3                                        Complete   \n",
       "4                                        Complete   \n",
       "...                                           ...   \n",
       "2270                                          NaN   \n",
       "2271                                          NaN   \n",
       "2272                                          NaN   \n",
       "2273                                          NaN   \n",
       "2274                                          NaN   \n",
       "\n",
       "     Facilities Study (FAS) or Phase II Cluster Study Optional Study (OS)  \\\n",
       "0                                            Complete                 NaN   \n",
       "1                                            Complete                None   \n",
       "2                                            Re-Study                None   \n",
       "3                                            Complete                None   \n",
       "4                                            Complete                None   \n",
       "...                                               ...                 ...   \n",
       "2270                                              NaN                 NaN   \n",
       "2271                                              NaN                 NaN   \n",
       "2272                                              NaN                 NaN   \n",
       "2273                                              NaN                 NaN   \n",
       "2274                                              NaN                 NaN   \n",
       "\n",
       "     Full Capacity, Partial or Energy Only (FC/P/EO)  \\\n",
       "0                                                NaN   \n",
       "1                                   Partial Capacity   \n",
       "2                                      Full Capacity   \n",
       "3                                   Partial Capacity   \n",
       "4                                   Partial Capacity   \n",
       "...                                              ...   \n",
       "2270                                   Full Capacity   \n",
       "2271                                   Full Capacity   \n",
       "2272                                   Full Capacity   \n",
       "2273                                   Full Capacity   \n",
       "2274                                   Full Capacity   \n",
       "\n",
       "     Off-Peak Deliverability and Economic Only  \\\n",
       "0                      Off-Peak Deliverability   \n",
       "1                      Off-Peak Deliverability   \n",
       "2                                          NaN   \n",
       "3                      Off-Peak Deliverability   \n",
       "4                      Off-Peak Deliverability   \n",
       "...                                        ...   \n",
       "2270                                       NaN   \n",
       "2271                   Off-Peak Deliverability   \n",
       "2272                                       NaN   \n",
       "2273                   Off-Peak Deliverability   \n",
       "2274                   Off-Peak Deliverability   \n",
       "\n",
       "     Feasibility Study or Supplemental Review  \n",
       "0                                         NaN  \n",
       "1                                      Waived  \n",
       "2                                      Waived  \n",
       "3                                      Waived  \n",
       "4                                    Required  \n",
       "...                                       ...  \n",
       "2270                                      NaN  \n",
       "2271                                      NaN  \n",
       "2272                                      NaN  \n",
       "2273                                      NaN  \n",
       "2274                                      NaN  \n",
       "\n",
       "[2275 rows x 36 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "caiso = gridstatus.CAISO()\n",
    "caiso.get_interconnection_queue()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "40faf3e4",
   "metadata": {},
   "source": [
    "## SPP"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "aa6bb1ff",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Queue ID</th>\n",
       "      <th>Project Name</th>\n",
       "      <th>Interconnecting Entity</th>\n",
       "      <th>County</th>\n",
       "      <th>State</th>\n",
       "      <th>Interconnection Location</th>\n",
       "      <th>Transmission Owner</th>\n",
       "      <th>Generation Type</th>\n",
       "      <th>Capacity (MW)</th>\n",
       "      <th>Summer Capacity (MW)</th>\n",
       "      <th>...</th>\n",
       "      <th>Withdrawn Date</th>\n",
       "      <th>Withdrawal Comment</th>\n",
       "      <th>Actual Completion Date</th>\n",
       "      <th>In-Service Date</th>\n",
       "      <th>Commercial Operation Date</th>\n",
       "      <th>Cessation Date</th>\n",
       "      <th>Current Cluster</th>\n",
       "      <th>Cluster Group</th>\n",
       "      <th>Replacement Generator Commercial Op Date</th>\n",
       "      <th>Service Type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>GEN-2023-SR7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Hoskins 345 kV Substation</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Battery/Storage</td>\n",
       "      <td>100.80</td>\n",
       "      <td>100.80</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Surplus</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ER</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>GEN-2023-SR6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Hoskins 345 kV Substation</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Solar</td>\n",
       "      <td>100.24</td>\n",
       "      <td>100.24</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Surplus</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ER</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>GEN-2023-SR5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Seiling</td>\n",
       "      <td>OK</td>\n",
       "      <td>Tatonga 345 kV Substation</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Battery/Storage</td>\n",
       "      <td>85.00</td>\n",
       "      <td>85.00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12/31/2022</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Surplus</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ER</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>GEN-2023-SR4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Burke</td>\n",
       "      <td>ND</td>\n",
       "      <td>Tande 345 kV Substation</td>\n",
       "      <td>BEPC</td>\n",
       "      <td>Battery/Storage</td>\n",
       "      <td>104.40</td>\n",
       "      <td>104.40</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>11/30/2022</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Surplus</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ER</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>GEN-2023-SR3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Blackwell</td>\n",
       "      <td>OK</td>\n",
       "      <td>Nardin 69 kV Substation</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Battery/Storage</td>\n",
       "      <td>50.00</td>\n",
       "      <td>50.00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12/31/2022</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Surplus</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ER</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>800</th>\n",
       "      <td>GEN-2001-029N</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Beatrice</td>\n",
       "      <td>NE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NPPD</td>\n",
       "      <td>Thermal - Gas</td>\n",
       "      <td>250.00</td>\n",
       "      <td>250.00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>1/1/2005</td>\n",
       "      <td>1/1/2005</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ER</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>801</th>\n",
       "      <td>GEN-2001-026</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Meers</td>\n",
       "      <td>OK</td>\n",
       "      <td>Washita 138kV</td>\n",
       "      <td>WFEC</td>\n",
       "      <td>Wind</td>\n",
       "      <td>74.25</td>\n",
       "      <td>74.25</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>10/1/2003</td>\n",
       "      <td>10/1/2003</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ICS-2008-001 Prior Queued</td>\n",
       "      <td>04 SOUTHEAST</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ER</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>802</th>\n",
       "      <td>GEN-2001-024</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Washington County</td>\n",
       "      <td>AR</td>\n",
       "      <td>SWEPCO Tontitown 161kV Substation</td>\n",
       "      <td>AEP</td>\n",
       "      <td>Thermal - CT</td>\n",
       "      <td>630.00</td>\n",
       "      <td>580.00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>5/1/2007</td>\n",
       "      <td>7/1/2007</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ER</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>803</th>\n",
       "      <td>GEN-2001-018</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Neosho County</td>\n",
       "      <td>KS</td>\n",
       "      <td>Chanute NW Neosho Cnty By Tioga Sub</td>\n",
       "      <td>WERE</td>\n",
       "      <td>Thermal - Gas</td>\n",
       "      <td>47.00</td>\n",
       "      <td>47.00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>1/1/2002</td>\n",
       "      <td>1/1/2002</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ER</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>804</th>\n",
       "      <td>GEN-2001-014</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Sleeping Bear</td>\n",
       "      <td>OK</td>\n",
       "      <td>Ft Supply 138kV</td>\n",
       "      <td>WFEC</td>\n",
       "      <td>Wind</td>\n",
       "      <td>94.50</td>\n",
       "      <td>94.50</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>6/30/2007</td>\n",
       "      <td>4/15/2007</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ICS-2008-001 Prior Queued</td>\n",
       "      <td>04 SOUTHEAST</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ER</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>805 rows × 24 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          Queue ID Project Name Interconnecting Entity             County  \\\n",
       "0     GEN-2023-SR7         None                   None                NaN   \n",
       "1     GEN-2023-SR6         None                   None                NaN   \n",
       "2     GEN-2023-SR5         None                   None            Seiling   \n",
       "3     GEN-2023-SR4         None                   None              Burke   \n",
       "4     GEN-2023-SR3         None                   None          Blackwell   \n",
       "..             ...          ...                    ...                ...   \n",
       "800  GEN-2001-029N         None                   None           Beatrice   \n",
       "801   GEN-2001-026         None                   None              Meers   \n",
       "802   GEN-2001-024         None                   None  Washington County   \n",
       "803   GEN-2001-018         None                   None      Neosho County   \n",
       "804   GEN-2001-014         None                   None      Sleeping Bear   \n",
       "\n",
       "    State             Interconnection Location Transmission Owner  \\\n",
       "0     NaN            Hoskins 345 kV Substation                NaN   \n",
       "1     NaN            Hoskins 345 kV Substation                NaN   \n",
       "2      OK            Tatonga 345 kV Substation                NaN   \n",
       "3      ND              Tande 345 kV Substation               BEPC   \n",
       "4      OK              Nardin 69 kV Substation                NaN   \n",
       "..    ...                                  ...                ...   \n",
       "800    NE                                  NaN               NPPD   \n",
       "801    OK                        Washita 138kV               WFEC   \n",
       "802    AR    SWEPCO Tontitown 161kV Substation                AEP   \n",
       "803    KS  Chanute NW Neosho Cnty By Tioga Sub               WERE   \n",
       "804    OK                      Ft Supply 138kV               WFEC   \n",
       "\n",
       "     Generation Type  Capacity (MW)  Summer Capacity (MW)  ...  \\\n",
       "0    Battery/Storage         100.80                100.80  ...   \n",
       "1              Solar         100.24                100.24  ...   \n",
       "2    Battery/Storage          85.00                 85.00  ...   \n",
       "3    Battery/Storage         104.40                104.40  ...   \n",
       "4    Battery/Storage          50.00                 50.00  ...   \n",
       "..               ...            ...                   ...  ...   \n",
       "800    Thermal - Gas         250.00                250.00  ...   \n",
       "801             Wind          74.25                 74.25  ...   \n",
       "802     Thermal - CT         630.00                580.00  ...   \n",
       "803    Thermal - Gas          47.00                 47.00  ...   \n",
       "804             Wind          94.50                 94.50  ...   \n",
       "\n",
       "     Withdrawn Date Withdrawal Comment Actual Completion Date In-Service Date  \\\n",
       "0              None               None                   None             NaN   \n",
       "1              None               None                   None             NaN   \n",
       "2              None               None                   None             NaN   \n",
       "3              None               None                   None      11/30/2022   \n",
       "4              None               None                   None             NaN   \n",
       "..              ...                ...                    ...             ...   \n",
       "800            None               None                   None        1/1/2005   \n",
       "801            None               None                   None       10/1/2003   \n",
       "802            None               None                   None        5/1/2007   \n",
       "803            None               None                   None        1/1/2002   \n",
       "804            None               None                   None       6/30/2007   \n",
       "\n",
       "    Commercial Operation Date Cessation Date            Current Cluster  \\\n",
       "0                         NaN            NaN                    Surplus   \n",
       "1                         NaN            NaN                    Surplus   \n",
       "2                  12/31/2022            NaN                    Surplus   \n",
       "3                         NaN            NaN                    Surplus   \n",
       "4                  12/31/2022            NaN                    Surplus   \n",
       "..                        ...            ...                        ...   \n",
       "800                  1/1/2005            NaN                        NaN   \n",
       "801                 10/1/2003            NaN  ICS-2008-001 Prior Queued   \n",
       "802                  7/1/2007            NaN                        NaN   \n",
       "803                  1/1/2002            NaN                        NaN   \n",
       "804                 4/15/2007            NaN  ICS-2008-001 Prior Queued   \n",
       "\n",
       "    Cluster Group Replacement Generator Commercial Op Date Service Type  \n",
       "0             NaN                                      NaN           ER  \n",
       "1             NaN                                      NaN           ER  \n",
       "2             NaN                                      NaN           ER  \n",
       "3             NaN                                      NaN           ER  \n",
       "4             NaN                                      NaN           ER  \n",
       "..            ...                                      ...          ...  \n",
       "800           NaN                                      NaN           ER  \n",
       "801  04 SOUTHEAST                                      NaN           ER  \n",
       "802           NaN                                      NaN           ER  \n",
       "803           NaN                                      NaN           ER  \n",
       "804  04 SOUTHEAST                                      NaN           ER  \n",
       "\n",
       "[805 rows x 24 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "spp = gridstatus.SPP()\n",
    "spp.get_interconnection_queue()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "654dbe5a",
   "metadata": {},
   "source": [
    "## Ercot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "f0235c0d",
   "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>Queue ID</th>\n",
       "      <th>Project Name</th>\n",
       "      <th>Interconnecting Entity</th>\n",
       "      <th>County</th>\n",
       "      <th>State</th>\n",
       "      <th>Interconnection Location</th>\n",
       "      <th>Transmission Owner</th>\n",
       "      <th>Generation Type</th>\n",
       "      <th>Capacity (MW)</th>\n",
       "      <th>Summer Capacity (MW)</th>\n",
       "      <th>...</th>\n",
       "      <th>IA Signed</th>\n",
       "      <th>Air Permit</th>\n",
       "      <th>GHG Permit</th>\n",
       "      <th>Water Availability</th>\n",
       "      <th>Meets Planning</th>\n",
       "      <th>Meets All Planning</th>\n",
       "      <th>CDR Reporting Zone</th>\n",
       "      <th>Approved for Energization</th>\n",
       "      <th>Approved for Synchronization</th>\n",
       "      <th>Comment</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>14INR0033</td>\n",
       "      <td>Goodnight Wind</td>\n",
       "      <td>FGE Goodnight I, LLC</td>\n",
       "      <td>Armstrong</td>\n",
       "      <td>Texas</td>\n",
       "      <td>tap 345kV 79500 Alibates - 79503 Tule Canyon CKT2</td>\n",
       "      <td>None</td>\n",
       "      <td>Wind - Wind Turbine</td>\n",
       "      <td>531.00</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>2019-08-18</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PANHANDLE</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>15INR0059</td>\n",
       "      <td>Emerald Grove Solar</td>\n",
       "      <td>Emerald Grove Solar, LLC</td>\n",
       "      <td>Pecos</td>\n",
       "      <td>Texas</td>\n",
       "      <td>76602 Horse Crossing 138kV</td>\n",
       "      <td>None</td>\n",
       "      <td>Solar - Photovoltaic Solar</td>\n",
       "      <td>108.00</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>2017-12-04</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>1900-01-01 00:00:00</td>\n",
       "      <td>2019-04-17 00:00:00</td>\n",
       "      <td>WEST</td>\n",
       "      <td>2021-12-10</td>\n",
       "      <td>2022-01-04</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>15INR0064b</td>\n",
       "      <td>Harald (BearKat Wind B)</td>\n",
       "      <td>CIP</td>\n",
       "      <td>Glasscock</td>\n",
       "      <td>Texas</td>\n",
       "      <td>59903 Bearkat 345kV</td>\n",
       "      <td>None</td>\n",
       "      <td>Wind - Wind Turbine</td>\n",
       "      <td>162.10</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>2018-05-30</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>2018-05-30 00:00:00</td>\n",
       "      <td>2018-09-19 00:00:00</td>\n",
       "      <td>WEST</td>\n",
       "      <td>2020-02-10</td>\n",
       "      <td>2020-05-12</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>16INR0049</td>\n",
       "      <td>Nazareth Solar</td>\n",
       "      <td>TX Nazareth Solar, LLC</td>\n",
       "      <td>Castro</td>\n",
       "      <td>Texas</td>\n",
       "      <td>tap 345kV 23914 Tule Canyon - 23912 Ogallala C2</td>\n",
       "      <td>None</td>\n",
       "      <td>Solar - Photovoltaic Solar</td>\n",
       "      <td>204.00</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>2018-05-10</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>PANHANDLE</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>16INR0081</td>\n",
       "      <td>Mesteno Wind</td>\n",
       "      <td>Mesteno Windpower, LLC</td>\n",
       "      <td>Starr</td>\n",
       "      <td>Texas</td>\n",
       "      <td>80355 Del Sol 345kV</td>\n",
       "      <td>None</td>\n",
       "      <td>Wind - Wind Turbine</td>\n",
       "      <td>201.60</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>2018-04-25</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>2018-04-25 00:00:00</td>\n",
       "      <td>2019-03-28 00:00:00</td>\n",
       "      <td>SOUTH</td>\n",
       "      <td>2019-11-26</td>\n",
       "      <td>2019-12-12</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1078</th>\n",
       "      <td>27INR0003</td>\n",
       "      <td>Becerra Creek Storage 2</td>\n",
       "      <td>Bordas Renewable Energy, LLC</td>\n",
       "      <td>Webb</td>\n",
       "      <td>Texas</td>\n",
       "      <td>345 kV Cenizo Substation (#80220)</td>\n",
       "      <td>None</td>\n",
       "      <td>Other - Energy Storage</td>\n",
       "      <td>125.62</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SOUTH</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1079</th>\n",
       "      <td>27INR0004</td>\n",
       "      <td>Dundee North Wind</td>\n",
       "      <td>Felix 2, LLC</td>\n",
       "      <td>Wilbarger</td>\n",
       "      <td>Texas</td>\n",
       "      <td>345 kV Riley Substation (#6101); AEP</td>\n",
       "      <td>None</td>\n",
       "      <td>Wind - Wind Turbine</td>\n",
       "      <td>307.72</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WEST</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1080</th>\n",
       "      <td>27INR0005</td>\n",
       "      <td>Dundee South A Wind</td>\n",
       "      <td>Felix 2, LLC</td>\n",
       "      <td>Baylor</td>\n",
       "      <td>Texas</td>\n",
       "      <td>345 kV Riley Substation  (#6101); AEP</td>\n",
       "      <td>None</td>\n",
       "      <td>Wind - Wind Turbine</td>\n",
       "      <td>307.23</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WEST</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1081</th>\n",
       "      <td>27INR0007</td>\n",
       "      <td>Felix East Solar</td>\n",
       "      <td>Felix 1, LLC</td>\n",
       "      <td>Wilbarger</td>\n",
       "      <td>Texas</td>\n",
       "      <td>The 345 kV Riley Substation (#6101); AEP</td>\n",
       "      <td>None</td>\n",
       "      <td>Solar - Photovoltaic Solar</td>\n",
       "      <td>301.44</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WEST</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1082</th>\n",
       "      <td>27INR0009</td>\n",
       "      <td>Felix Storage</td>\n",
       "      <td>Felix 1, LLC</td>\n",
       "      <td>Wilbarger</td>\n",
       "      <td>Texas</td>\n",
       "      <td>The 345 kV Riley Substation (#6101); AEP</td>\n",
       "      <td>None</td>\n",
       "      <td>Other - Battery Energy Storage</td>\n",
       "      <td>100.54</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WEST</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1083 rows × 35 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        Queue ID             Project Name        Interconnecting Entity  \\\n",
       "0      14INR0033           Goodnight Wind          FGE Goodnight I, LLC   \n",
       "1      15INR0059      Emerald Grove Solar      Emerald Grove Solar, LLC   \n",
       "2     15INR0064b  Harald (BearKat Wind B)                           CIP   \n",
       "3      16INR0049           Nazareth Solar        TX Nazareth Solar, LLC   \n",
       "4      16INR0081             Mesteno Wind        Mesteno Windpower, LLC   \n",
       "...          ...                      ...                           ...   \n",
       "1078   27INR0003  Becerra Creek Storage 2  Bordas Renewable Energy, LLC   \n",
       "1079   27INR0004        Dundee North Wind                  Felix 2, LLC   \n",
       "1080   27INR0005      Dundee South A Wind                  Felix 2, LLC   \n",
       "1081   27INR0007         Felix East Solar                  Felix 1, LLC   \n",
       "1082   27INR0009            Felix Storage                  Felix 1, LLC   \n",
       "\n",
       "         County  State                           Interconnection Location  \\\n",
       "0     Armstrong  Texas  tap 345kV 79500 Alibates - 79503 Tule Canyon CKT2   \n",
       "1         Pecos  Texas                         76602 Horse Crossing 138kV   \n",
       "2     Glasscock  Texas                                59903 Bearkat 345kV   \n",
       "3        Castro  Texas    tap 345kV 23914 Tule Canyon - 23912 Ogallala C2   \n",
       "4         Starr  Texas                                80355 Del Sol 345kV   \n",
       "...         ...    ...                                                ...   \n",
       "1078       Webb  Texas                  345 kV Cenizo Substation (#80220)   \n",
       "1079  Wilbarger  Texas               345 kV Riley Substation (#6101); AEP   \n",
       "1080     Baylor  Texas              345 kV Riley Substation  (#6101); AEP   \n",
       "1081  Wilbarger  Texas           The 345 kV Riley Substation (#6101); AEP   \n",
       "1082  Wilbarger  Texas           The 345 kV Riley Substation (#6101); AEP   \n",
       "\n",
       "     Transmission Owner                 Generation Type  Capacity (MW)  \\\n",
       "0                  None             Wind - Wind Turbine         531.00   \n",
       "1                  None      Solar - Photovoltaic Solar         108.00   \n",
       "2                  None             Wind - Wind Turbine         162.10   \n",
       "3                  None      Solar - Photovoltaic Solar         204.00   \n",
       "4                  None             Wind - Wind Turbine         201.60   \n",
       "...                 ...                             ...            ...   \n",
       "1078               None          Other - Energy Storage         125.62   \n",
       "1079               None             Wind - Wind Turbine         307.72   \n",
       "1080               None             Wind - Wind Turbine         307.23   \n",
       "1081               None      Solar - Photovoltaic Solar         301.44   \n",
       "1082               None  Other - Battery Energy Storage         100.54   \n",
       "\n",
       "     Summer Capacity (MW)  ...  IA Signed    Air Permit    GHG Permit  \\\n",
       "0                    None  ... 2019-08-18  Not Required  Not Required   \n",
       "1                    None  ... 2017-12-04  Not Required  Not Required   \n",
       "2                    None  ... 2018-05-30  Not Required  Not Required   \n",
       "3                    None  ... 2018-05-10  Not Required  Not Required   \n",
       "4                    None  ... 2018-04-25  Not Required  Not Required   \n",
       "...                   ...  ...        ...           ...           ...   \n",
       "1078                 None  ...        NaT           NaN           NaN   \n",
       "1079                 None  ...        NaT           NaN           NaN   \n",
       "1080                 None  ...        NaT           NaN           NaN   \n",
       "1081                 None  ...        NaT           NaN           NaN   \n",
       "1082                 None  ...        NaT           NaN           NaN   \n",
       "\n",
       "     Water Availability       Meets Planning   Meets All Planning  \\\n",
       "0          Not Required                  NaN                  NaN   \n",
       "1          Not Required  1900-01-01 00:00:00  2019-04-17 00:00:00   \n",
       "2          Not Required  2018-05-30 00:00:00  2018-09-19 00:00:00   \n",
       "3          Not Required                  NaN                  NaN   \n",
       "4          Not Required  2018-04-25 00:00:00  2019-03-28 00:00:00   \n",
       "...                 ...                  ...                  ...   \n",
       "1078                NaN                  NaN                  NaN   \n",
       "1079       Not Required                  NaN                  NaN   \n",
       "1080       Not Required                  NaN                  NaN   \n",
       "1081       Not Required                  NaN                  NaN   \n",
       "1082       Not Required                  NaN                  NaN   \n",
       "\n",
       "     CDR Reporting Zone Approved for Energization  \\\n",
       "0             PANHANDLE                       NaT   \n",
       "1                  WEST                2021-12-10   \n",
       "2                  WEST                2020-02-10   \n",
       "3             PANHANDLE                       NaT   \n",
       "4                 SOUTH                2019-11-26   \n",
       "...                 ...                       ...   \n",
       "1078              SOUTH                       NaT   \n",
       "1079               WEST                       NaT   \n",
       "1080               WEST                       NaT   \n",
       "1081               WEST                       NaT   \n",
       "1082               WEST                       NaT   \n",
       "\n",
       "     Approved for Synchronization Comment  \n",
       "0                             NaT     NaN  \n",
       "1                      2022-01-04     NaN  \n",
       "2                      2020-05-12     NaN  \n",
       "3                             NaT     NaN  \n",
       "4                      2019-12-12     NaN  \n",
       "...                           ...     ...  \n",
       "1078                          NaT     NaN  \n",
       "1079                          NaT     NaN  \n",
       "1080                          NaT     NaN  \n",
       "1081                          NaT     NaN  \n",
       "1082                          NaT     NaN  \n",
       "\n",
       "[1083 rows x 35 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ercot = gridstatus.Ercot()\n",
    "ercot.get_interconnection_queue()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "036b7ecf",
   "metadata": {},
   "source": [
    "## MISO"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "4faf9f18",
   "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>Queue ID</th>\n",
       "      <th>Project Name</th>\n",
       "      <th>Interconnecting Entity</th>\n",
       "      <th>County</th>\n",
       "      <th>State</th>\n",
       "      <th>Interconnection Location</th>\n",
       "      <th>Transmission Owner</th>\n",
       "      <th>Generation Type</th>\n",
       "      <th>Capacity (MW)</th>\n",
       "      <th>Summer Capacity (MW)</th>\n",
       "      <th>...</th>\n",
       "      <th>giaToExec</th>\n",
       "      <th>studyCycle</th>\n",
       "      <th>studyGroup</th>\n",
       "      <th>studyPhase</th>\n",
       "      <th>svcType</th>\n",
       "      <th>dp1ErisMw</th>\n",
       "      <th>dp1NrisMw</th>\n",
       "      <th>dp2ErisMw</th>\n",
       "      <th>dp2NrisMw</th>\n",
       "      <th>sisPhase1</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>E002</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Pointe Coupee</td>\n",
       "      <td>LA</td>\n",
       "      <td>500  kV switchyard at Big Cajon II</td>\n",
       "      <td>Entergy</td>\n",
       "      <td>Gas</td>\n",
       "      <td>15.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2013-12-16T05:00:00Z</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ERIS</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>E291</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>TX</td>\n",
       "      <td>Rich 138 kV substation</td>\n",
       "      <td>Entergy</td>\n",
       "      <td>Hydro</td>\n",
       "      <td>27.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2013-10-22T04:00:00Z</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ERIS</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>G001</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Brown County</td>\n",
       "      <td>WI</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>American Transmission Co. LLC</td>\n",
       "      <td></td>\n",
       "      <td>255.0</td>\n",
       "      <td>255.0</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>SPA - SIS</td>\n",
       "      <td>ERIS</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>G002</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Trimble County</td>\n",
       "      <td>KY</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>LG&amp;E and KU Services Company as agent for Loui...</td>\n",
       "      <td>Coal</td>\n",
       "      <td>174.0</td>\n",
       "      <td>174.0</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ERIS</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>G003</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Trimble County</td>\n",
       "      <td>KY</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>LG&amp;E and KU Services Company as agent for Loui...</td>\n",
       "      <td>Coal</td>\n",
       "      <td>174.0</td>\n",
       "      <td>174.0</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ERIS</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4248</th>\n",
       "      <td>R66</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Adams County</td>\n",
       "      <td>IA</td>\n",
       "      <td>Creston - Clarinda 161 kV</td>\n",
       "      <td>MidAmerican Energy Company</td>\n",
       "      <td>Wind</td>\n",
       "      <td>150.0</td>\n",
       "      <td>150.0</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>Feasibility</td>\n",
       "      <td>NRIS</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4249</th>\n",
       "      <td>R67</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Clay County</td>\n",
       "      <td>IA</td>\n",
       "      <td>Sheldon (Obrien county sub) 345 kV</td>\n",
       "      <td>MidAmerican Energy Company</td>\n",
       "      <td>Wind</td>\n",
       "      <td>148.8</td>\n",
       "      <td>148.8</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>SPA - SIS</td>\n",
       "      <td>NRIS</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4250</th>\n",
       "      <td>R68</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Hancock County</td>\n",
       "      <td>IA</td>\n",
       "      <td>MEC Webster 345 kV Substation</td>\n",
       "      <td>MidAmerican Energy Company</td>\n",
       "      <td>Wind</td>\n",
       "      <td>249.6</td>\n",
       "      <td>249.6</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>SPA - SIS</td>\n",
       "      <td>NRIS</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4251</th>\n",
       "      <td>Temp3257</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>Unknown</td>\n",
       "      <td>Ewington Energy Systems, LLC</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4252</th>\n",
       "      <td>Test 1234</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Jackson County</td>\n",
       "      <td>TX</td>\n",
       "      <td>test line 1 - test line 2 138 kV</td>\n",
       "      <td>Ewington Energy Systems, LLC</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>125</td>\n",
       "      <td>sss</td>\n",
       "      <td>MTEP</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>4253 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Queue ID Project Name Interconnecting Entity          County State  \\\n",
       "0          E002         None                   None   Pointe Coupee    LA   \n",
       "1          E291         None                   None                    TX   \n",
       "2          G001         None                   None    Brown County    WI   \n",
       "3          G002         None                   None  Trimble County    KY   \n",
       "4          G003         None                   None  Trimble County    KY   \n",
       "...         ...          ...                    ...             ...   ...   \n",
       "4248        R66         None                   None    Adams County    IA   \n",
       "4249        R67         None                   None     Clay County    IA   \n",
       "4250        R68         None                   None  Hancock County    IA   \n",
       "4251   Temp3257         None                   None                         \n",
       "4252  Test 1234         None                   None  Jackson County    TX   \n",
       "\n",
       "                Interconnection Location  \\\n",
       "0     500  kV switchyard at Big Cajon II   \n",
       "1                 Rich 138 kV substation   \n",
       "2                                Unknown   \n",
       "3                                Unknown   \n",
       "4                                Unknown   \n",
       "...                                  ...   \n",
       "4248           Creston - Clarinda 161 kV   \n",
       "4249  Sheldon (Obrien county sub) 345 kV   \n",
       "4250       MEC Webster 345 kV Substation   \n",
       "4251                             Unknown   \n",
       "4252    test line 1 - test line 2 138 kV   \n",
       "\n",
       "                                     Transmission Owner Generation Type  \\\n",
       "0                                               Entergy             Gas   \n",
       "1                                               Entergy           Hydro   \n",
       "2                         American Transmission Co. LLC                   \n",
       "3     LG&E and KU Services Company as agent for Loui...            Coal   \n",
       "4     LG&E and KU Services Company as agent for Loui...            Coal   \n",
       "...                                                 ...             ...   \n",
       "4248                         MidAmerican Energy Company            Wind   \n",
       "4249                         MidAmerican Energy Company            Wind   \n",
       "4250                         MidAmerican Energy Company            Wind   \n",
       "4251                       Ewington Energy Systems, LLC                   \n",
       "4252                       Ewington Energy Systems, LLC                   \n",
       "\n",
       "      Capacity (MW)  Summer Capacity (MW)  ...             giaToExec  \\\n",
       "0              15.0                  15.0  ...  2013-12-16T05:00:00Z   \n",
       "1              27.0                  27.0  ...  2013-10-22T04:00:00Z   \n",
       "2             255.0                 255.0  ...                  None   \n",
       "3             174.0                 174.0  ...                  None   \n",
       "4             174.0                 174.0  ...                  None   \n",
       "...             ...                   ...  ...                   ...   \n",
       "4248          150.0                 150.0  ...                  None   \n",
       "4249          148.8                 148.8  ...                  None   \n",
       "4250          249.6                 249.6  ...                  None   \n",
       "4251            0.0                   0.0  ...                  None   \n",
       "4252            0.0                   0.0  ...                  None   \n",
       "\n",
       "     studyCycle studyGroup   studyPhase svcType dp1ErisMw dp1NrisMw dp2ErisMw  \\\n",
       "0                                          ERIS       0.0       0.0       0.0   \n",
       "1                                          ERIS       0.0       0.0       0.0   \n",
       "2                             SPA - SIS    ERIS       0.0       0.0       0.0   \n",
       "3                                          ERIS       0.0       0.0       0.0   \n",
       "4                                          ERIS       0.0       0.0       0.0   \n",
       "...         ...        ...          ...     ...       ...       ...       ...   \n",
       "4248                        Feasibility    NRIS       0.0       0.0       0.0   \n",
       "4249                          SPA - SIS    NRIS       0.0       0.0       0.0   \n",
       "4250                          SPA - SIS    NRIS       0.0       0.0       0.0   \n",
       "4251                                                  0.0       0.0       0.0   \n",
       "4252        125        sss         MTEP               0.0       0.0       0.0   \n",
       "\n",
       "     dp2NrisMw sisPhase1  \n",
       "0          0.0            \n",
       "1          0.0            \n",
       "2          0.0            \n",
       "3          0.0            \n",
       "4          0.0            \n",
       "...        ...       ...  \n",
       "4248       0.0            \n",
       "4249       0.0            \n",
       "4250       0.0            \n",
       "4251       0.0            \n",
       "4252       0.0            \n",
       "\n",
       "[4253 rows x 31 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "miso = gridstatus.MISO()\n",
    "miso.get_interconnection_queue()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3355028a",
   "metadata": {},
   "source": [
    "## ISONE"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "b49fa947",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Queue ID</th>\n",
       "      <th>Project Name</th>\n",
       "      <th>Interconnecting Entity</th>\n",
       "      <th>County</th>\n",
       "      <th>State</th>\n",
       "      <th>Interconnection Location</th>\n",
       "      <th>Transmission Owner</th>\n",
       "      <th>Generation Type</th>\n",
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       "      <th>Summer Capacity (MW)</th>\n",
       "      <th>...</th>\n",
       "      <th>SIS Complete</th>\n",
       "      <th>I39</th>\n",
       "      <th>Dev</th>\n",
       "      <th>Zone</th>\n",
       "      <th>FS</th>\n",
       "      <th>SIS</th>\n",
       "      <th>OS</th>\n",
       "      <th>FAC</th>\n",
       "      <th>IA</th>\n",
       "      <th>Project Status</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Millennium+K117</td>\n",
       "      <td>None</td>\n",
       "      <td>Worcester</td>\n",
       "      <td>MA</td>\n",
       "      <td>W 123 Line</td>\n",
       "      <td>NGRID</td>\n",
       "      <td>DFO NG</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WMA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>EMI-Tiverton</td>\n",
       "      <td>None</td>\n",
       "      <td>Newport</td>\n",
       "      <td>RI</td>\n",
       "      <td>Near Tiverton 115 kV Substation</td>\n",
       "      <td>NGRID</td>\n",
       "      <td>NG</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SEMA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>Androscoggin Energy Center</td>\n",
       "      <td>None</td>\n",
       "      <td>Franklin</td>\n",
       "      <td>ME</td>\n",
       "      <td>Jay 115 kV Substation</td>\n",
       "      <td>CMP</td>\n",
       "      <td>DFO NG</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ME</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>EMI Dighton Power Project</td>\n",
       "      <td>None</td>\n",
       "      <td>Bristol</td>\n",
       "      <td>MA</td>\n",
       "      <td>U6 Line</td>\n",
       "      <td>NGRID</td>\n",
       "      <td>NG</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SEMA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>Brayton Pt</td>\n",
       "      <td>None</td>\n",
       "      <td>Bristol</td>\n",
       "      <td>MA</td>\n",
       "      <td>Brayton Point 345 kV Station</td>\n",
       "      <td>NGRID</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RI</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1296</th>\n",
       "      <td>1308</td>\n",
       "      <td>Uxbridge Substation – NG Hopedale West Group S...</td>\n",
       "      <td>None</td>\n",
       "      <td>Worcester</td>\n",
       "      <td>MA</td>\n",
       "      <td>NG Feeder 321W6, Uxbridge T2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BAT</td>\n",
       "      <td>6.994000</td>\n",
       "      <td>6.994000</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>PD</td>\n",
       "      <td>SEMA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1297</th>\n",
       "      <td>1310</td>\n",
       "      <td>Battery Storage</td>\n",
       "      <td>None</td>\n",
       "      <td>Berkshire</td>\n",
       "      <td>MA</td>\n",
       "      <td>115 kV Transmission line (1211 - Present betwe...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BAT</td>\n",
       "      <td>118.750000</td>\n",
       "      <td>118.750000</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>PD</td>\n",
       "      <td>WMA</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Under Study</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1298</th>\n",
       "      <td>1314</td>\n",
       "      <td>Offshore Wind</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>MA</td>\n",
       "      <td>Eversource 115kV Acushnet, lines 112/114</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WND</td>\n",
       "      <td>470.000000</td>\n",
       "      <td>470.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>PD</td>\n",
       "      <td>SEMA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Not Started</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Under Study</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1299</th>\n",
       "      <td>1315</td>\n",
       "      <td>Battery Storage</td>\n",
       "      <td>None</td>\n",
       "      <td>Windham</td>\n",
       "      <td>CT</td>\n",
       "      <td>Eversource Killingly Substation,115kV BUS, Tra...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>BAT</td>\n",
       "      <td>106.970001</td>\n",
       "      <td>106.970001</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>PD</td>\n",
       "      <td>CT</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Under Study</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1300</th>\n",
       "      <td>1316</td>\n",
       "      <td>Solar plus Battery</td>\n",
       "      <td>None</td>\n",
       "      <td>Cheshire</td>\n",
       "      <td>NH</td>\n",
       "      <td>Eversource 115kV line L163</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SUN BAT</td>\n",
       "      <td>102.000000</td>\n",
       "      <td>102.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NH</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Under Study</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1301 rows × 32 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      Queue ID                                       Project Name  \\\n",
       "0            1                                    Millennium+K117   \n",
       "1            2                                       EMI-Tiverton   \n",
       "2            3                         Androscoggin Energy Center   \n",
       "3            4                          EMI Dighton Power Project   \n",
       "4            5                                         Brayton Pt   \n",
       "...        ...                                                ...   \n",
       "1296      1308  Uxbridge Substation – NG Hopedale West Group S...   \n",
       "1297      1310                                    Battery Storage   \n",
       "1298      1314                                      Offshore Wind   \n",
       "1299      1315                                    Battery Storage   \n",
       "1300      1316                                 Solar plus Battery   \n",
       "\n",
       "     Interconnecting Entity     County State  \\\n",
       "0                      None  Worcester    MA   \n",
       "1                      None    Newport    RI   \n",
       "2                      None   Franklin    ME   \n",
       "3                      None    Bristol    MA   \n",
       "4                      None    Bristol    MA   \n",
       "...                     ...        ...   ...   \n",
       "1296                   None  Worcester    MA   \n",
       "1297                   None  Berkshire    MA   \n",
       "1298                   None        NaN    MA   \n",
       "1299                   None    Windham    CT   \n",
       "1300                   None   Cheshire    NH   \n",
       "\n",
       "                               Interconnection Location Transmission Owner  \\\n",
       "0                                          W 123 Line                NGRID   \n",
       "1                       Near Tiverton 115 kV Substation              NGRID   \n",
       "2                                 Jay 115 kV Substation                CMP   \n",
       "3                                               U6 Line              NGRID   \n",
       "4                          Brayton Point 345 kV Station              NGRID   \n",
       "...                                                 ...                ...   \n",
       "1296                       NG Feeder 321W6, Uxbridge T2                NaN   \n",
       "1297  115 kV Transmission line (1211 - Present betwe...                NaN   \n",
       "1298           Eversource 115kV Acushnet, lines 112/114                NaN   \n",
       "1299  Eversource Killingly Substation,115kV BUS, Tra...                NaN   \n",
       "1300                         Eversource 115kV line L163                NaN   \n",
       "\n",
       "     Generation Type  Capacity (MW)  Summer Capacity (MW)  ...  SIS Complete  \\\n",
       "0             DFO NG            NaN                   NaN  ...          True   \n",
       "1                 NG            NaN                   NaN  ...          True   \n",
       "2             DFO NG            NaN                   NaN  ...          True   \n",
       "3                 NG            NaN                   NaN  ...          True   \n",
       "4                NaN            NaN                   NaN  ...          True   \n",
       "...              ...            ...                   ...  ...           ...   \n",
       "1296             BAT       6.994000              6.994000  ...         False   \n",
       "1297             BAT     118.750000            118.750000  ...         False   \n",
       "1298             WND     470.000000            470.000000  ...         False   \n",
       "1299             BAT     106.970001            106.970001  ...         False   \n",
       "1300         SUN BAT     102.000000            102.000000  ...         False   \n",
       "\n",
       "        I39  Dev  Zone           FS          SIS   OS  FAC   IA Project Status  \n",
       "0      True  NaN   WMA          NaN          NaN  NaN  NaN  NaN            NaN  \n",
       "1      True  NaN  SEMA          NaN          NaN  NaN  NaN  NaN            NaN  \n",
       "2      True  NaN    ME          NaN          NaN  NaN  NaN  NaN            NaN  \n",
       "3      True  NaN  SEMA          NaN          NaN  NaN  NaN  NaN            NaN  \n",
       "4      True  NaN    RI          NaN          NaN  NaN  NaN  NaN            NaN  \n",
       "...     ...  ...   ...          ...          ...  ...  ...  ...            ...  \n",
       "1296  False   PD  SEMA          NaN          NaN  NaN  NaN  NaN            NaN  \n",
       "1297  False   PD   WMA  In Progress          NaN  NaN  NaN  NaN    Under Study  \n",
       "1298  False   PD  SEMA          NaN  Not Started  NaN  NaN  NaN    Under Study  \n",
       "1299  False   PD    CT  In Progress          NaN  NaN  NaN  NaN    Under Study  \n",
       "1300  False  NaN    NH  In Progress          NaN  NaN  NaN  NaN    Under Study  \n",
       "\n",
       "[1301 rows x 32 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "isone = gridstatus.ISONE()\n",
    "isone.get_interconnection_queue()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0818a726",
   "metadata": {},
   "source": [
    "## PJM"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "1419fdca",
   "metadata": {},
   "outputs": [
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Queue ID</th>\n",
       "      <th>Project Name</th>\n",
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       "      <th>County</th>\n",
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       "      <th>...</th>\n",
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       "      <th>Wholesale Market Participation Agreement</th>\n",
       "      <th>Construction Service Agreement</th>\n",
       "      <th>Construction Service Agreement Status</th>\n",
       "      <th>Upgrade Construction Service Agreement</th>\n",
       "      <th>Upgrade Construction Service Agreement Status</th>\n",
       "      <th>Backfeed Date</th>\n",
       "      <th>Long-Term Firm Service Start Date</th>\n",
       "      <th>Long-Term Firm Service End Date</th>\n",
       "      <th>Test Energy Date</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>A01</td>\n",
       "      <td>South Lebanon 230 KV</td>\n",
       "      <td>None</td>\n",
       "      <td>Lebanon</td>\n",
       "      <td>PA</td>\n",
       "      <td>None</td>\n",
       "      <td>ME</td>\n",
       "      <td>Natural Gas</td>\n",
       "      <td>673.0</td>\n",
       "      <td>673.0</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>A02</td>\n",
       "      <td>Oak Hall 138 kV (Oil CT)</td>\n",
       "      <td>None</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>VA</td>\n",
       "      <td>None</td>\n",
       "      <td>DPL</td>\n",
       "      <td>Oil</td>\n",
       "      <td>311.8</td>\n",
       "      <td>315.0</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>A03</td>\n",
       "      <td>Linden 230 kV or 138 kV</td>\n",
       "      <td>None</td>\n",
       "      <td>Union</td>\n",
       "      <td>NJ</td>\n",
       "      <td>None</td>\n",
       "      <td>PSEG</td>\n",
       "      <td>Natural Gas</td>\n",
       "      <td>114.0</td>\n",
       "      <td>120.0</td>\n",
       "      <td>...</td>\n",
       "      <td>Document Posted</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>A04</td>\n",
       "      <td>Linden 230 kV or 138 kV</td>\n",
       "      <td>None</td>\n",
       "      <td>Union</td>\n",
       "      <td>NJ</td>\n",
       "      <td>None</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>Natural Gas</td>\n",
       "      <td>750.0</td>\n",
       "      <td>750.0</td>\n",
       "      <td>...</td>\n",
       "      <td>Document Posted</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6/10/2004</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3/11/2005</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>A05</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>None</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>NJ</td>\n",
       "      <td>None</td>\n",
       "      <td>PSEG</td>\n",
       "      <td>Natural Gas</td>\n",
       "      <td>500.0</td>\n",
       "      <td>500.0</td>\n",
       "      <td>...</td>\n",
       "      <td>Document Posted</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Not Required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8688</th>\n",
       "      <td>903384</td>\n",
       "      <td>PJM-WEC</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>320.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5/15/2010</td>\n",
       "      <td>5/31/2011</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8689</th>\n",
       "      <td>988887</td>\n",
       "      <td>PJM-CIN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>20.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6/1/2009</td>\n",
       "      <td>6/1/2014</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8690</th>\n",
       "      <td>994856</td>\n",
       "      <td>PJM-TVA</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>138.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2/1/2009</td>\n",
       "      <td>2/1/2014</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8691</th>\n",
       "      <td>994857</td>\n",
       "      <td>PJM-TVA</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2/1/2009</td>\n",
       "      <td>2/1/2014</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8692</th>\n",
       "      <td>994858</td>\n",
       "      <td>PJM-TVA</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2/1/2009</td>\n",
       "      <td>2/1/2014</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>8693 rows × 37 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Queue ID              Project Name Interconnecting Entity   County State  \\\n",
       "0         A01      South Lebanon 230 KV                   None  Lebanon    PA   \n",
       "1         A02  Oak Hall 138 kV (Oil CT)                   None  Unknown    VA   \n",
       "2         A03   Linden 230 kV or 138 kV                   None    Union    NJ   \n",
       "3         A04   Linden 230 kV or 138 kV                   None    Union    NJ   \n",
       "4         A05                    Bergen                   None   Bergen    NJ   \n",
       "...       ...                       ...                    ...      ...   ...   \n",
       "8688   903384                   PJM-WEC                   None      NaN   NaN   \n",
       "8689   988887                   PJM-CIN                   None      NaN   NaN   \n",
       "8690   994856                   PJM-TVA                   None      NaN   NaN   \n",
       "8691   994857                   PJM-TVA                   None      NaN   NaN   \n",
       "8692   994858                   PJM-TVA                   None      NaN   NaN   \n",
       "\n",
       "     Interconnection Location Transmission Owner Generation Type  \\\n",
       "0                        None                 ME     Natural Gas   \n",
       "1                        None                DPL             Oil   \n",
       "2                        None               PSEG     Natural Gas   \n",
       "3                        None            Unknown     Natural Gas   \n",
       "4                        None               PSEG     Natural Gas   \n",
       "...                       ...                ...             ...   \n",
       "8688                     None                NaN             NaN   \n",
       "8689                     None                NaN             NaN   \n",
       "8690                     None                NaN             NaN   \n",
       "8691                     None                NaN             NaN   \n",
       "8692                     None                NaN             NaN   \n",
       "\n",
       "      Capacity (MW)  Summer Capacity (MW)  ...  \\\n",
       "0             673.0                 673.0  ...   \n",
       "1             311.8                 315.0  ...   \n",
       "2             114.0                 120.0  ...   \n",
       "3             750.0                 750.0  ...   \n",
       "4             500.0                 500.0  ...   \n",
       "...             ...                   ...  ...   \n",
       "8688          320.0                   NaN  ...   \n",
       "8689           20.0                   NaN  ...   \n",
       "8690          138.0                   NaN  ...   \n",
       "8691           90.0                   NaN  ...   \n",
       "8692           90.0                   NaN  ...   \n",
       "\n",
       "      Interim/Interconnection Service Agreement Status  \\\n",
       "0                                      Document Posted   \n",
       "1                                      Document Posted   \n",
       "2                                      Document Posted   \n",
       "3                                      Document Posted   \n",
       "4                                      Document Posted   \n",
       "...                                                ...   \n",
       "8688                                               NaN   \n",
       "8689                                               NaN   \n",
       "8690                                               NaN   \n",
       "8691                                               NaN   \n",
       "8692                                               NaN   \n",
       "\n",
       "     Wholesale Market Participation Agreement Construction Service Agreement  \\\n",
       "0                                         NaN                            NaN   \n",
       "1                                         NaN                            NaN   \n",
       "2                                         NaN                            NaN   \n",
       "3                                         NaN                            NaN   \n",
       "4                                         NaN                            NaN   \n",
       "...                                       ...                            ...   \n",
       "8688                                      NaN                            NaN   \n",
       "8689                                      NaN                            NaN   \n",
       "8690                                      NaN                            NaN   \n",
       "8691                                      NaN                            NaN   \n",
       "8692                                      NaN                            NaN   \n",
       "\n",
       "     Construction Service Agreement Status  \\\n",
       "0                             Not Required   \n",
       "1                             Not Required   \n",
       "2                             Not Required   \n",
       "3                             Not Required   \n",
       "4                             Not Required   \n",
       "...                                    ...   \n",
       "8688                                   NaN   \n",
       "8689                                   NaN   \n",
       "8690                                   NaN   \n",
       "8691                                   NaN   \n",
       "8692                                   NaN   \n",
       "\n",
       "     Upgrade Construction Service Agreement  \\\n",
       "0                                       NaN   \n",
       "1                                       NaN   \n",
       "2                                       NaN   \n",
       "3                                       NaN   \n",
       "4                                       NaN   \n",
       "...                                     ...   \n",
       "8688                                    NaN   \n",
       "8689                                    NaN   \n",
       "8690                                    NaN   \n",
       "8691                                    NaN   \n",
       "8692                                    NaN   \n",
       "\n",
       "     Upgrade Construction Service Agreement Status Backfeed Date  \\\n",
       "0                                              NaN           NaN   \n",
       "1                                              NaN           NaN   \n",
       "2                                              NaN           NaN   \n",
       "3                                              NaN     6/10/2004   \n",
       "4                                              NaN           NaN   \n",
       "...                                            ...           ...   \n",
       "8688                                           NaN           NaN   \n",
       "8689                                           NaN           NaN   \n",
       "8690                                           NaN           NaN   \n",
       "8691                                           NaN           NaN   \n",
       "8692                                           NaN           NaN   \n",
       "\n",
       "      Long-Term Firm Service Start Date Long-Term Firm Service End Date  \\\n",
       "0                                   NaN                             NaN   \n",
       "1                                   NaN                             NaN   \n",
       "2                                   NaN                             NaN   \n",
       "3                                   NaN                             NaN   \n",
       "4                                   NaN                             NaN   \n",
       "...                                 ...                             ...   \n",
       "8688                          5/15/2010                       5/31/2011   \n",
       "8689                           6/1/2009                        6/1/2014   \n",
       "8690                           2/1/2009                        2/1/2014   \n",
       "8691                           2/1/2009                        2/1/2014   \n",
       "8692                           2/1/2009                        2/1/2014   \n",
       "\n",
       "     Test Energy Date  \n",
       "0                 NaN  \n",
       "1                 NaN  \n",
       "2                 NaN  \n",
       "3           3/11/2005  \n",
       "4                 NaN  \n",
       "...               ...  \n",
       "8688              NaN  \n",
       "8689              NaN  \n",
       "8690              NaN  \n",
       "8691              NaN  \n",
       "8692              NaN  \n",
       "\n",
       "[8693 rows x 37 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pjm = gridstatus.PJM()\n",
    "pjm.get_interconnection_queue()"
   ]
  }
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