Repository: gridstatus/gridstatus (language: python)

Issue:
Optimize NYISO Date Range Queries over Historical Data
NYISO historical data is stored in monthly zip file. Currently, if you are accessing multiple days in one month, isodata downloads the zip file each time. We should update isodata to only download the monthly archives once.


Approach, update support_date_range to chunk queries into months. it may be possible to use frequency parameter of the existing call to `pd.date_range`. Alternatively, use `update_dates` parameter to `@support_date_range` decorator chunk dates into months. 
 
update `_download_nyiso_archive` to accept date ranges that are contained within a single month


Discussion / hints:

Fix patch:
diff --git a/CHANGELOG.md b/CHANGELOG.md
index bd35b772..bdda061e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,9 @@
 # Changelog
 
+## vNext
+
+- Optimize NYISO Date Range Queries over Historical Data
+
 ## v0.9.0 - Oct 21, 2022
 
 - Support querying by date range for CAISO, PJM, NYISO, and ISONE `get_historical_*` Methods
diff --git a/Examples/Fuel Mix Over Time - NYISO.ipynb b/Examples/Fuel Mix Over Time - NYISO.ipynb
new file mode 100644
index 00000000..210fce0e
--- /dev/null
+++ b/Examples/Fuel Mix Over Time - NYISO.ipynb
@@ -0,0 +1,684 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "943e2fe6",
+   "metadata": {},
+   "source": [
+    "# Fuel Mix Over Time - NYISO "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "e2de4ef1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import isodata\n",
+    "import pandas as pd\n",
+    "import plotly.express as px"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "96853f00",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "iso = isodata.NYISO()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e253e8cd",
+   "metadata": {},
+   "source": [
+    "## Get Fuel MIx Data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "8feea332",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|███████████████████████████████████████████| 59/59 [01:05<00:00,  1.11s/it]\n"
+     ]
+    },
+    {
+     "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>Fuel Category</th>\n",
+       "      <th>Time</th>\n",
+       "      <th>Dual Fuel</th>\n",
+       "      <th>Hydro</th>\n",
+       "      <th>Natural Gas</th>\n",
+       "      <th>Nuclear</th>\n",
+       "      <th>Other Fossil Fuels</th>\n",
+       "      <th>Other Renewables</th>\n",
+       "      <th>Wind</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2017-11-01 00:05:00-04:00</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>3291.0</td>\n",
+       "      <td>1594.0</td>\n",
+       "      <td>5402.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>261.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2017-11-01 00:10:00-04:00</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>3185.0</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>5401.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>259.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2017-11-01 00:15:00-04:00</td>\n",
+       "      <td>1683.0</td>\n",
+       "      <td>3049.0</td>\n",
+       "      <td>1498.0</td>\n",
+       "      <td>5402.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>286.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>2017-11-01 00:20:00-04:00</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>3022.0</td>\n",
+       "      <td>1488.0</td>\n",
+       "      <td>5402.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>313.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>2017-11-01 00:25:00-04:00</td>\n",
+       "      <td>1561.0</td>\n",
+       "      <td>2935.0</td>\n",
+       "      <td>1488.0</td>\n",
+       "      <td>5402.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>296.0</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",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>525120</th>\n",
+       "      <td>2022-09-30 23:40:00-04:00</td>\n",
+       "      <td>1489.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>2639.0</td>\n",
+       "      <td>2464.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>98.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>525121</th>\n",
+       "      <td>2022-09-30 23:45:00-04:00</td>\n",
+       "      <td>1488.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>2578.0</td>\n",
+       "      <td>2464.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>97.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>525122</th>\n",
+       "      <td>2022-09-30 23:50:00-04:00</td>\n",
+       "      <td>1489.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>2581.0</td>\n",
+       "      <td>2463.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>97.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>525123</th>\n",
+       "      <td>2022-09-30 23:55:00-04:00</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>2184.0</td>\n",
+       "      <td>2587.0</td>\n",
+       "      <td>2464.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>99.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>525124</th>\n",
+       "      <td>2022-10-01 00:00:00-04:00</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>2075.0</td>\n",
+       "      <td>2730.0</td>\n",
+       "      <td>2465.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>103.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>525125 rows × 8 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "Fuel Category                      Time  Dual Fuel   Hydro  Natural Gas  \\\n",
+       "0             2017-11-01 00:05:00-04:00     1815.0  3291.0       1594.0   \n",
+       "1             2017-11-01 00:10:00-04:00     1705.0  3185.0       1541.0   \n",
+       "2             2017-11-01 00:15:00-04:00     1683.0  3049.0       1498.0   \n",
+       "3             2017-11-01 00:20:00-04:00     1612.0  3022.0       1488.0   \n",
+       "4             2017-11-01 00:25:00-04:00     1561.0  2935.0       1488.0   \n",
+       "...                                 ...        ...     ...          ...   \n",
+       "525120        2022-09-30 23:40:00-04:00     1489.0  2245.0       2639.0   \n",
+       "525121        2022-09-30 23:45:00-04:00     1488.0  2241.0       2578.0   \n",
+       "525122        2022-09-30 23:50:00-04:00     1489.0  2237.0       2581.0   \n",
+       "525123        2022-09-30 23:55:00-04:00     1500.0  2184.0       2587.0   \n",
+       "525124        2022-10-01 00:00:00-04:00     1530.0  2075.0       2730.0   \n",
+       "\n",
+       "Fuel Category  Nuclear  Other Fossil Fuels  Other Renewables   Wind  \n",
+       "0               5402.0                 0.0             290.0  261.0  \n",
+       "1               5401.0                 0.0             285.0  259.0  \n",
+       "2               5402.0                 0.0             286.0  286.0  \n",
+       "3               5402.0                 0.0             285.0  313.0  \n",
+       "4               5402.0                 0.0             287.0  296.0  \n",
+       "...                ...                 ...               ...    ...  \n",
+       "525120          2464.0                 0.0             261.0   98.0  \n",
+       "525121          2464.0                 0.0             263.0   97.0  \n",
+       "525122          2463.0                 0.0             264.0   97.0  \n",
+       "525123          2464.0                 0.0             262.0   99.0  \n",
+       "525124          2465.0                 0.0             262.0  103.0  \n",
+       "\n",
+       "[525125 rows x 8 columns]"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df = iso.get_historical_fuel_mix(start=\"Nov 1, 2017\", end=\"Oct 1, 2022\")\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "465aca60",
+   "metadata": {},
+   "source": [
+    "The call above retried fuel mix data in 5 minute increments. Let's resample the data to monthly"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "49363e9a",
+   "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>Fuel Category</th>\n",
+       "      <th>Time</th>\n",
+       "      <th>Dual Fuel</th>\n",
+       "      <th>Hydro</th>\n",
+       "      <th>Natural Gas</th>\n",
+       "      <th>Nuclear</th>\n",
+       "      <th>Other Fossil Fuels</th>\n",
+       "      <th>Other Renewables</th>\n",
+       "      <th>Wind</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2017-11-01 00:00:00-04:00</td>\n",
+       "      <td>18959579.0</td>\n",
+       "      <td>30447482.0</td>\n",
+       "      <td>21914126.0</td>\n",
+       "      <td>44359507.0</td>\n",
+       "      <td>417465.0</td>\n",
+       "      <td>2459898.0</td>\n",
+       "      <td>5366198.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2017-12-01 00:00:00-05:00</td>\n",
+       "      <td>26492744.0</td>\n",
+       "      <td>30399671.0</td>\n",
+       "      <td>26247968.0</td>\n",
+       "      <td>44349267.0</td>\n",
+       "      <td>1426102.0</td>\n",
+       "      <td>2419416.0</td>\n",
+       "      <td>4839025.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2018-01-01 00:00:00-05:00</td>\n",
+       "      <td>31903170.0</td>\n",
+       "      <td>27668473.0</td>\n",
+       "      <td>26511086.0</td>\n",
+       "      <td>48802629.0</td>\n",
+       "      <td>3627454.0</td>\n",
+       "      <td>2141482.0</td>\n",
+       "      <td>6163104.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>2018-02-01 00:00:00-05:00</td>\n",
+       "      <td>15425092.0</td>\n",
+       "      <td>26941421.0</td>\n",
+       "      <td>23025745.0</td>\n",
+       "      <td>39918885.0</td>\n",
+       "      <td>284680.0</td>\n",
+       "      <td>2007094.0</td>\n",
+       "      <td>5344987.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>2018-03-01 00:00:00-05:00</td>\n",
+       "      <td>19666517.0</td>\n",
+       "      <td>32764341.0</td>\n",
+       "      <td>22999813.0</td>\n",
+       "      <td>43192132.0</td>\n",
+       "      <td>1491575.0</td>\n",
+       "      <td>2332648.0</td>\n",
+       "      <td>4163407.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>2018-04-01 00:00:00-04:00</td>\n",
+       "      <td>19699877.0</td>\n",
+       "      <td>30384362.0</td>\n",
+       "      <td>24537954.0</td>\n",
+       "      <td>34689734.0</td>\n",
+       "      <td>297352.0</td>\n",
+       "      <td>2355395.0</td>\n",
+       "      <td>4523767.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>2018-05-01 00:00:00-04:00</td>\n",
+       "      <td>24745520.0</td>\n",
+       "      <td>31193895.0</td>\n",
+       "      <td>22509300.0</td>\n",
+       "      <td>41533621.0</td>\n",
+       "      <td>340653.0</td>\n",
+       "      <td>2278286.0</td>\n",
+       "      <td>3586994.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>2018-06-01 00:00:00-04:00</td>\n",
+       "      <td>29921618.0</td>\n",
+       "      <td>27057113.0</td>\n",
+       "      <td>25584381.0</td>\n",
+       "      <td>46038444.0</td>\n",
+       "      <td>204724.0</td>\n",
+       "      <td>2334606.0</td>\n",
+       "      <td>2597822.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>2018-07-01 00:00:00-04:00</td>\n",
+       "      <td>46345174.0</td>\n",
+       "      <td>27594915.0</td>\n",
+       "      <td>35905445.0</td>\n",
+       "      <td>47102524.0</td>\n",
+       "      <td>1947993.0</td>\n",
+       "      <td>2433483.0</td>\n",
+       "      <td>2486365.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>2018-08-01 00:00:00-04:00</td>\n",
+       "      <td>50191808.0</td>\n",
+       "      <td>27201483.0</td>\n",
+       "      <td>37326637.0</td>\n",
+       "      <td>45460108.0</td>\n",
+       "      <td>1215035.0</td>\n",
+       "      <td>2452371.0</td>\n",
+       "      <td>2505057.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "Fuel Category                      Time   Dual Fuel       Hydro  Natural Gas  \\\n",
+       "0             2017-11-01 00:00:00-04:00  18959579.0  30447482.0   21914126.0   \n",
+       "1             2017-12-01 00:00:00-05:00  26492744.0  30399671.0   26247968.0   \n",
+       "2             2018-01-01 00:00:00-05:00  31903170.0  27668473.0   26511086.0   \n",
+       "3             2018-02-01 00:00:00-05:00  15425092.0  26941421.0   23025745.0   \n",
+       "4             2018-03-01 00:00:00-05:00  19666517.0  32764341.0   22999813.0   \n",
+       "5             2018-04-01 00:00:00-04:00  19699877.0  30384362.0   24537954.0   \n",
+       "6             2018-05-01 00:00:00-04:00  24745520.0  31193895.0   22509300.0   \n",
+       "7             2018-06-01 00:00:00-04:00  29921618.0  27057113.0   25584381.0   \n",
+       "8             2018-07-01 00:00:00-04:00  46345174.0  27594915.0   35905445.0   \n",
+       "9             2018-08-01 00:00:00-04:00  50191808.0  27201483.0   37326637.0   \n",
+       "\n",
+       "Fuel Category     Nuclear  Other Fossil Fuels  Other Renewables       Wind  \n",
+       "0              44359507.0            417465.0         2459898.0  5366198.0  \n",
+       "1              44349267.0           1426102.0         2419416.0  4839025.0  \n",
+       "2              48802629.0           3627454.0         2141482.0  6163104.0  \n",
+       "3              39918885.0            284680.0         2007094.0  5344987.0  \n",
+       "4              43192132.0           1491575.0         2332648.0  4163407.0  \n",
+       "5              34689734.0            297352.0         2355395.0  4523767.0  \n",
+       "6              41533621.0            340653.0         2278286.0  3586994.0  \n",
+       "7              46038444.0            204724.0         2334606.0  2597822.0  \n",
+       "8              47102524.0           1947993.0         2433483.0  2486365.0  \n",
+       "9              45460108.0           1215035.0         2452371.0  2505057.0  "
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# resample to month start (MS) frequency\n",
+    "data = df.iloc[:-1].set_index(\"Time\").resample('MS').sum().reset_index()\n",
+    "data.head(10)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "70533721",
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
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opacity: 1; stroke-width: 0.5px; fill: rgb(255, 102, 146); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g><g class=\"point\"><path d=\"M398.32,129.73V117.82H404.06V129.73Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(255, 102, 146); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g><g class=\"point\"><path d=\"M406.27,122.71V112.55H412.01V122.71Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(255, 102, 146); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g><g class=\"point\"><path d=\"M413.96,99.91V93.06H419.7V99.91Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(255, 102, 146); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g><g class=\"point\"><path d=\"M421.9,98.38V91.25H427.64V98.38Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(255, 102, 146); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g><g class=\"point\"><path d=\"M429.59,46.81V40.18H435.34V46.81Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(255, 102, 146); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g><g class=\"point\"><path d=\"M437.54,53.4V48.77H443.28V53.4Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(255, 102, 146); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g></g></g></g></g><g class=\"overplot\"/><path class=\"xlines-above crisp\" d=\"M0,0\" style=\"fill: none;\"/><path class=\"ylines-above crisp\" d=\"M0,0\" style=\"fill: none;\"/><g class=\"overlines-above\"/><g class=\"xaxislayer-above\"><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"433\" transform=\"translate(91.53999999999999,0)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; 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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = px.bar(data[1:-1], x=\"Time\", y=df.columns[1:], title=\"Fuel Mix over Time in NYISO\")\n",
+    "fig.update_layout(\n",
+    "    xaxis_title=\"Date\", yaxis_title=\"Megawatts (MW)\"\n",
+    ")\n",
+    "fig.show(\"svg\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "45f72223",
+   "metadata": {},
+   "source": [
+    "we can also look at percentages over time"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "f2014df6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "percentages = data.set_index(\"Time\")\n",
+    "percentages = percentages.div(percentages.sum(axis=1), axis=0).reset_index()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "20e75cbe",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g><g class=\"point\"><path d=\"M391.14,32.52V16H396.88V32.52Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(255, 102, 146); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g><g class=\"point\"><path d=\"M398.32,33.91V16H404.06V33.91Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(255, 102, 146); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g><g class=\"point\"><path d=\"M406.27,30.88V16H412.01V30.88Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(255, 102, 146); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g><g class=\"point\"><path d=\"M413.96,25.17V16H419.7V25.17Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(255, 102, 146); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g><g class=\"point\"><path d=\"M421.9,25.48V16H427.64V25.48Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(255, 102, 146); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g><g class=\"point\"><path d=\"M429.59,23.2V16H435.34V23.2Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(255, 102, 146); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g><g class=\"point\"><path d=\"M437.54,21.19V16H443.28V21.19Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(255, 102, 146); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g></g></g></g></g><g class=\"overplot\"/><path class=\"xlines-above crisp\" d=\"M0,0\" style=\"fill: none;\"/><path class=\"ylines-above crisp\" d=\"M0,0\" style=\"fill: none;\"/><g class=\"overlines-above\"/><g class=\"xaxislayer-above\"><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"433\" transform=\"translate(91.53999999999999,0)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">2018</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"433\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(185.1,0)\">2019</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"433\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(278.66999999999996,0)\">2020</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"433\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(372.5,0)\">2021</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"433\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; 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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = px.bar(percentages[1:-1], x=\"Time\", y=df.columns[1:], title=\"Fuel Mix over Time in NYISO\")\n",
+    "fig.update_layout(\n",
+    "    xaxis_title=\"Date\", yaxis_title=\"Percent\"\n",
+    ")\n",
+    "fig.show(\"svg\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "4cc02f4b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
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font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">2018</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"433\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(187.16,0)\">2019</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"433\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(278.98,0)\">2020</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"433\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(371.05,0)\">2021</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"433\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(462.87,0)\">2022</text></g></g><g class=\"yaxislayer-above\"><g class=\"ytick\"><text text-anchor=\"end\" x=\"79\" y=\"4.199999999999999\" transform=\"translate(0,409.34)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">0</text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"79\" y=\"4.199999999999999\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,343.19)\">20M</text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"79\" y=\"4.199999999999999\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,277.03999999999996)\">40M</text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"79\" y=\"4.199999999999999\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,210.88)\">60M</text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"79\" y=\"4.199999999999999\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,144.73)\">80M</text></g></g><g class=\"overaxes-above\"/></g></g><g class=\"polarlayer\"/><g class=\"smithlayer\"/><g class=\"ternarylayer\"/><g class=\"geolayer\"/><g class=\"funnelarealayer\"/><g class=\"pielayer\"/><g class=\"iciclelayer\"/><g class=\"treemaplayer\"/><g class=\"sunburstlayer\"/><g class=\"glimages\"/><defs id=\"topdefs-3b6274\"><g class=\"clips\"/><clipPath id=\"legend3b6274\"><rect width=\"155\" height=\"124\" x=\"0\" y=\"0\"/></clipPath></defs><g class=\"layer-above\"><g class=\"imagelayer\"/><g class=\"shapelayer\"/></g><g class=\"infolayer\"><g class=\"legend\" pointer-events=\"all\" transform=\"translate(532.88,100)\"><rect class=\"bg\" shape-rendering=\"crispEdges\" style=\"stroke: rgb(68, 68, 68); stroke-opacity: 1; fill: rgb(255, 255, 255); fill-opacity: 1; stroke-width: 0px;\" width=\"155\" height=\"124\" x=\"0\" y=\"0\"/><g class=\"scrollbox\" transform=\"\" clip-path=\"url(#legend3b6274)\"><text class=\"legendtitletext\" text-anchor=\"start\" x=\"2\" y=\"18.2\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 14px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">variable</text><g class=\"groups\" transform=\"\"><g class=\"traces\" transform=\"translate(0,32.7)\" style=\"opacity: 1;\"><text class=\"legendtext\" text-anchor=\"start\" x=\"40\" y=\"4.680000000000001\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">Total Carbon Free</text><g class=\"layers\" style=\"opacity: 1;\"><g class=\"legendfill\"/><g class=\"legendlines\"><path class=\"js-line\" d=\"M5,0h30\" style=\"fill: none; stroke: rgb(99, 110, 250); stroke-opacity: 1; stroke-width: 2px;\"/></g><g class=\"legendsymbols\"><g class=\"legendpoints\"/></g></g><rect class=\"legendtoggle\" x=\"0\" y=\"-9.5\" width=\"149.6875\" height=\"19\" style=\"fill: rgb(0, 0, 0); fill-opacity: 0;\"/></g></g><g class=\"groups\" transform=\"\"><g class=\"traces\" transform=\"translate(0,51.7)\" style=\"opacity: 1;\"><text class=\"legendtext\" text-anchor=\"start\" x=\"40\" y=\"4.680000000000001\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">Hydro</text><g class=\"layers\" style=\"opacity: 1;\"><g class=\"legendfill\"/><g class=\"legendlines\"><path class=\"js-line\" d=\"M5,0h30\" style=\"fill: none; stroke: rgb(239, 85, 59); stroke-opacity: 1; stroke-width: 2px;\"/></g><g class=\"legendsymbols\"><g class=\"legendpoints\"/></g></g><rect class=\"legendtoggle\" x=\"0\" y=\"-9.5\" width=\"149.6875\" height=\"19\" style=\"fill: rgb(0, 0, 0); fill-opacity: 0;\"/></g></g><g class=\"groups\" transform=\"\"><g class=\"traces\" transform=\"translate(0,70.7)\" style=\"opacity: 1;\"><text class=\"legendtext\" text-anchor=\"start\" x=\"40\" y=\"4.680000000000001\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">Nuclear</text><g class=\"layers\" style=\"opacity: 1;\"><g class=\"legendfill\"/><g class=\"legendlines\"><path class=\"js-line\" d=\"M5,0h30\" style=\"fill: none; stroke: rgb(0, 204, 150); stroke-opacity: 1; stroke-width: 2px;\"/></g><g class=\"legendsymbols\"><g class=\"legendpoints\"/></g></g><rect class=\"legendtoggle\" x=\"0\" y=\"-9.5\" width=\"149.6875\" height=\"19\" style=\"fill: rgb(0, 0, 0); fill-opacity: 0;\"/></g></g><g class=\"groups\" transform=\"\"><g class=\"traces\" transform=\"translate(0,89.7)\" style=\"opacity: 1;\"><text class=\"legendtext\" text-anchor=\"start\" x=\"40\" y=\"4.680000000000001\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">Wind</text><g class=\"layers\" style=\"opacity: 1;\"><g class=\"legendfill\"/><g class=\"legendlines\"><path class=\"js-line\" d=\"M5,0h30\" style=\"fill: none; stroke: rgb(171, 99, 250); stroke-opacity: 1; stroke-width: 2px;\"/></g><g class=\"legendsymbols\"><g class=\"legendpoints\"/></g></g><rect class=\"legendtoggle\" x=\"0\" y=\"-9.5\" width=\"149.6875\" height=\"19\" style=\"fill: rgb(0, 0, 0); fill-opacity: 0;\"/></g></g><g class=\"groups\" transform=\"\"><g class=\"traces\" transform=\"translate(0,108.7)\" style=\"opacity: 1;\"><text class=\"legendtext\" text-anchor=\"start\" x=\"40\" y=\"4.680000000000001\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">Other Renewables</text><g class=\"layers\" style=\"opacity: 1;\"><g class=\"legendfill\"/><g class=\"legendlines\"><path class=\"js-line\" d=\"M5,0h30\" style=\"fill: none; stroke: rgb(255, 161, 90); stroke-opacity: 1; stroke-width: 2px;\"/></g><g class=\"legendsymbols\"><g class=\"legendpoints\"/></g></g><rect class=\"legendtoggle\" x=\"0\" y=\"-9.5\" width=\"149.6875\" height=\"19\" style=\"fill: rgb(0, 0, 0); fill-opacity: 0;\"/></g></g></g><rect class=\"scrollbar\" rx=\"20\" ry=\"3\" width=\"0\" height=\"0\" style=\"fill: rgb(128, 139, 164); fill-opacity: 1;\" x=\"0\" y=\"0\"/></g><g class=\"g-gtitle\"><text class=\"gtitle\" x=\"35\" y=\"50\" text-anchor=\"start\" dy=\"0em\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 17px; fill: rgb(42, 63, 95); opacity: 1; font-weight: normal; white-space: pre;\">Carbon Free Supply over Time in NYISO</text></g><g class=\"g-xtitle\"><text class=\"xtitle\" x=\"302\" y=\"460.3\" text-anchor=\"middle\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 14px; fill: rgb(42, 63, 95); opacity: 1; font-weight: normal; white-space: pre;\">Date</text></g><g class=\"g-ytitle\"><text class=\"ytitle\" transform=\"rotate(-90,28.825000000000003,260)\" x=\"28.825000000000003\" y=\"260\" text-anchor=\"middle\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 14px; fill: rgb(42, 63, 95); opacity: 1; font-weight: normal; white-space: pre;\">Megawatts (MW)</text></g></g></svg>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "carbon_free = [\"Hydro\", \"Nuclear\", \"Wind\", \"Other Renewables\"]\n",
+    "data[\"Total Carbon Free\"] = data[carbon_free].sum(axis=1)\n",
+    "fig = px.line(data, x=\"Time\", y=[\"Total Carbon Free\"] + carbon_free, title=\"Carbon Free Supply over Time in NYISO\")\n",
+    "fig.update_layout(\n",
+    "    xaxis_title=\"Date\", yaxis_title=\"Megawatts (MW)\"\n",
+    ")\n",
+    "fig.show(\"svg\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "03f3c648",
+   "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>Time</th>\n",
+       "      <th>Demand</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2022-10-23 00:00:00-04:00</td>\n",
+       "      <td>13422.6794</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2022-10-23 00:05:00-04:00</td>\n",
+       "      <td>13366.5626</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2022-10-23 00:10:00-04:00</td>\n",
+       "      <td>13277.2469</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>2022-10-23 00:15:00-04:00</td>\n",
+       "      <td>13208.1183</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>2022-10-23 00:20:00-04:00</td>\n",
+       "      <td>13201.6277</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285</th>\n",
+       "      <td>2022-10-23 23:35:00-04:00</td>\n",
+       "      <td>13487.9588</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286</th>\n",
+       "      <td>2022-10-23 23:40:00-04:00</td>\n",
+       "      <td>13424.2924</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287</th>\n",
+       "      <td>2022-10-23 23:45:00-04:00</td>\n",
+       "      <td>13354.7159</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288</th>\n",
+       "      <td>2022-10-23 23:50:00-04:00</td>\n",
+       "      <td>13310.1781</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289</th>\n",
+       "      <td>2022-10-23 23:55:00-04:00</td>\n",
+       "      <td>13237.0864</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>290 rows × 2 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                         Time      Demand\n",
+       "0   2022-10-23 00:00:00-04:00  13422.6794\n",
+       "1   2022-10-23 00:05:00-04:00  13366.5626\n",
+       "2   2022-10-23 00:10:00-04:00  13277.2469\n",
+       "3   2022-10-23 00:15:00-04:00  13208.1183\n",
+       "4   2022-10-23 00:20:00-04:00  13201.6277\n",
+       "..                        ...         ...\n",
+       "285 2022-10-23 23:35:00-04:00  13487.9588\n",
+       "286 2022-10-23 23:40:00-04:00  13424.2924\n",
+       "287 2022-10-23 23:45:00-04:00  13354.7159\n",
+       "288 2022-10-23 23:50:00-04:00  13310.1781\n",
+       "289 2022-10-23 23:55:00-04:00  13237.0864\n",
+       "\n",
+       "[290 rows x 2 columns]"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "iso.get_historical_demand(date=\"Oct 23, 2022\")"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.2"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/README.md b/README.md
index dd566e06..27d072c2 100644
--- a/README.md
+++ b/README.md
@@ -226,7 +226,8 @@ The best part is these APIs work in the same way across all the supported ISOs!
 
 Here is a list of our current example notebooks. If you have any requests, please post an issue and we'd be happy to publish more!
 
-- [PJM LMP Data](https://github.com/kmax12/isodata/blob/main/Examples/PJM%20LMP%20Data.ipynb)
+- [LMP Data - PJM](https://github.com/kmax12/isodata/blob/main/Examples/PJM%20LMP%20Data.ipynb)
+- [Fuel Mix over Time - NYISO](https://github.com/kmax12/isodata/blob/main/Examples/NYISO%20Fuel%20Mix%20Over%20Time.ipynb)
 
 ## Method Availability
 
diff --git a/isodata/caiso.py b/isodata/caiso.py
index 510dbd99..c26ded17 100644
--- a/isodata/caiso.py
+++ b/isodata/caiso.py
@@ -79,7 +79,7 @@ def get_fuel_mix_today(self):
         # todo should this use the latest endpoint?
         return self._today_from_historical(self.get_historical_fuel_mix)
 
-    @support_date_range(max_days_per_request=1)
+    @support_date_range(frequency="1D")
     def get_historical_fuel_mix(self, date, verbose=False):
         """
         Get historical fuel mix in 5 minute intervals for a provided day
@@ -103,11 +103,6 @@ def get_historical_fuel_mix(self, date, verbose=False):
             },
         )
 
-        if "Small hydro" in df.columns:
-            import pdb
-
-            pdb.find_function
-
         # when day light savings time switches, there are na rows
         df = df.dropna()
 
@@ -133,7 +128,7 @@ def get_demand_today(self):
         "Get demand for today in 5 minute intervals"
         return self._today_from_historical(self.get_historical_demand)
 
-    @support_date_range(max_days_per_request=1)
+    @support_date_range(frequency="1D")
     def get_historical_demand(self, date, verbose=False):
         """Return demand at a previous date in 5 minute intervals"""
         url = self.HISTORY_BASE + "/%s/demand.csv"
@@ -163,7 +158,7 @@ def get_forecast_today(self):
         d = self._today_from_historical(self.get_historical_forecast)
         return d
 
-    @support_date_range(max_days_per_request=31)
+    @support_date_range(frequency="31D")
     def get_historical_forecast(self, date, end=None, sleep=5, verbose=False):
         """Returns load forecast for a previous date in 1 hour intervals
 
@@ -178,11 +173,14 @@ def get_historical_forecast(self, date, end=None, sleep=5, verbose=False):
             + f"&startdatetime={start}&enddatetime={end}"
         )
 
-        df = pd.read_csv(
+        df = _get_oasis(
             url,
-            compression="zip",
             usecols=["INTERVALSTARTTIME_GMT", "MW", "TAC_AREA_NAME"],
-        ).rename(columns={"INTERVALSTARTTIME_GMT": "Time", "MW": "Load Forecast"})
+            verbose=verbose,
+        ).rename(
+            columns={"INTERVALSTARTTIME_GMT": "Time", "MW": "Load Forecast"},
+        )
+
         # returns many areas, we only want one overall iso
         df = df[df["TAC_AREA_NAME"] == "CA ISO-TAC"]
 
@@ -222,7 +220,7 @@ def get_lmp_today(self, market: str, locations: list = None):
             locations=locations,
         )
 
-    @support_date_range(max_days_per_request=31)
+    @support_date_range(frequency="31D")
     def get_historical_lmp(
         self,
         date,
@@ -345,7 +343,7 @@ def get_storage_today(self):
         """
         return self._today_from_historical(self.get_historical_storage)
 
-    @support_date_range(max_days_per_request=1)
+    @support_date_range(frequency="1D")
     def get_historical_storage(self, date, verbose=False):
         """Return storage charging or discharging at a previous date in 5 minute intervals
 
@@ -360,7 +358,7 @@ def get_historical_storage(self, date, verbose=False):
         df["Type"] = "Batteries"
         return df
 
-    @support_date_range(max_days_per_request=31)
+    @support_date_range(frequency="31D")
     def get_historical_gas_prices(
         self,
         date,
@@ -412,7 +410,7 @@ def get_historical_gas_prices(
         time.sleep(sleep)
         return df
 
-    @support_date_range(max_days_per_request=31)
+    @support_date_range(frequency="31D")
     def get_historical_ghg_allowance(
         self,
         date,
diff --git a/isodata/decorators.py b/isodata/decorators.py
index c5203b3a..2bb0cceb 100644
--- a/isodata/decorators.py
+++ b/isodata/decorators.py
@@ -15,10 +15,9 @@ def _get_args_dict(fn, args, kwargs):
 
 
 class support_date_range:
-    def __init__(self, max_days_per_request, update_dates=None):
-        """Maximum number of days that can be queried at once"""
-        assert max_days_per_request > 0, "max_days_per_request must be greater than 0"
-        self.max_days_per_request = max_days_per_request
+    def __init__(self, frequency, update_dates=None):
+        """Maximum frequency of ranges"""
+        self.frequency = frequency
         self.update_dates = update_dates
 
     def __call__(self, f):
@@ -60,7 +59,6 @@ def wrapped_f(*args, **kwargs):
 
             # use .date() to remove timezone info, which doesnt matter if just a date
 
-            # if using python 3.7, there will be an older version of pandas installed that must used closed
             # Note: this may create a split that will end up being unnecessary after running update dates below.
             # that is because after adding new dates, it's possible that two ranges could be added.
             # Unnecessary optimization right now to include logic to handle this
@@ -68,19 +66,25 @@ def wrapped_f(*args, **kwargs):
                 dates = pd.date_range(
                     args_dict["date"].date(),
                     args_dict["end"].date(),
-                    freq=f"{self.max_days_per_request}D",
-                    inclusive="left",
+                    freq=self.frequency,
+                    inclusive="neither",
                 )
+                dates = [args_dict["date"]] + dates.tolist() + [args_dict["end"]]
             except TypeError:
                 dates = pd.date_range(
                     args_dict["date"].date(),
                     args_dict["end"].date(),
-                    freq=f"{self.max_days_per_request}D",
+                    freq=self.frequency,
                     closed="left",
                 )
+                # no option for closed neither :(
+                dates = dates.tolist()
+                if len(dates) == 0 or args_dict["date"].date() != dates[0].date():
+                    dates = [args_dict["date"]] + dates
+                dates = dates + [args_dict["end"]]
 
             # add end date since it's not included
-            dates = dates.tolist() + [args_dict["end"]]
+
             dates = [
                 isodata.utils._handle_date(
                     d,
@@ -96,14 +100,13 @@ def wrapped_f(*args, **kwargs):
 
             start_date = dates[0]
 
-            if self.max_days_per_request == 1:
-                del args_dict["end"]
+            # remove end date and add back later if needed
+            del args_dict["end"]
 
             all_df = []
 
-            # every None removes two possible querys
+            # every None removes two possible queries
             total = len(dates) - dates.count(None) * 2 - 1
-            import pdb
 
             with tqdm.tqdm(disable=total <= 1, total=total) as pbar:
 
@@ -119,7 +122,9 @@ def wrapped_f(*args, **kwargs):
                         continue
 
                     args_dict["date"] = start_date
-                    if self.max_days_per_request > 1:
+
+                    # no need for end if we are querying for just 1 day
+                    if self.frequency != "1D":
                         args_dict["end"] = end_date
 
                     df = f(**args_dict)
@@ -128,6 +133,7 @@ def wrapped_f(*args, **kwargs):
 
                     all_df.append(df)
                     start_date = end_date
+
             df = pd.concat(all_df).reset_index(drop=True)
             return df
 
diff --git a/isodata/isone.py b/isodata/isone.py
index bac3a397..520becfd 100644
--- a/isodata/isone.py
+++ b/isodata/isone.py
@@ -93,7 +93,7 @@ def get_fuel_mix_today(self):
         # todo should this use the latest endpoint?
         return self._today_from_historical(self.get_historical_fuel_mix)
 
-    @support_date_range(max_days_per_request=1)
+    @support_date_range(frequency="1D")
     def get_historical_fuel_mix(self, date):
         """Return fuel mix at a previous date
 
@@ -127,7 +127,7 @@ def get_latest_demand(self):
     def get_demand_today(self):
         return self._today_from_historical(self.get_historical_demand)
 
-    @support_date_range(max_days_per_request=1)
+    @support_date_range(frequency="1D")
     def get_historical_demand(self, date):
         """Return demand at a previous date in 5 minute intervals"""
         # todo document the earliest supported date
@@ -164,7 +164,7 @@ def get_forecast_today(self):
         d = self._today_from_historical(self.get_historical_forecast)
         return d
 
-    @support_date_range(max_days_per_request=1)
+    @support_date_range(frequency="1D")
     def get_historical_forecast(self, date):
         date = isodata.utils._handle_date(date)
 
@@ -250,7 +250,7 @@ def get_lmp_today(self, market: str, locations: list = None, include_id=False):
             include_id=include_id,
         )
 
-    @support_date_range(max_days_per_request=1)
+    @support_date_range(frequency="1D")
     def get_historical_lmp(
         self,
         date,
diff --git a/isodata/nyiso.py b/isodata/nyiso.py
index 21921db3..2d95a64f 100644
--- a/isodata/nyiso.py
+++ b/isodata/nyiso.py
@@ -35,10 +35,14 @@ def get_status_today(self):
         d = self._today_from_historical(self.get_historical_status)
         return d
 
-    @support_date_range(max_days_per_request=1)
-    def get_historical_status(self, date):
+    @support_date_range(frequency="MS")
+    def get_historical_status(self, date, end=None):
         """Get status event for a date"""
-        status_df = self._download_nyiso_archive(date, "RealTimeEvents")
+        status_df = self._download_nyiso_archive(
+            date=date,
+            end=end,
+            dataset_name="RealTimeEvents",
+        )
 
         status_df = status_df.rename(
             columns={"Message": "Status"},
@@ -62,6 +66,7 @@ def _parse_status(row):
             return row
 
         status_df = status_df.apply(_parse_status, axis=1)
+        status_df = status_df[["Time", "Status", "Notes"]]
         return status_df
 
     def get_latest_fuel_mix(self):
@@ -81,16 +86,19 @@ def get_fuel_mix_today(self):
         "Get fuel mix for today in 5 minute intervals"
         return self._today_from_historical(self.get_historical_fuel_mix)
 
-    @support_date_range(max_days_per_request=1)
-    def get_historical_fuel_mix(self, date):
-        mix_df = self._download_nyiso_archive(date, "rtfuelmix")
+    @support_date_range(frequency="MS")
+    def get_historical_fuel_mix(self, date, end=None):
+        mix_df = self._download_nyiso_archive(
+            date=date,
+            end=end,
+            dataset_name="rtfuelmix",
+        )
         mix_df = mix_df.pivot_table(
             index="Time",
             columns="Fuel Category",
             values="Gen MW",
             aggfunc="first",
         ).reset_index()
-
         return mix_df
 
     def get_latest_demand(self):
@@ -101,10 +109,14 @@ def get_demand_today(self):
         d = self._today_from_historical(self.get_historical_demand)
         return d
 
-    @support_date_range(max_days_per_request=1)
-    def get_historical_demand(self, date):
+    @support_date_range(frequency="MS")
+    def get_historical_demand(self, date, end=None):
         """Returns demand at a previous date in 5 minute intervals"""
-        data = self._download_nyiso_archive(date, "pal")
+        data = self._download_nyiso_archive(
+            date=date,
+            end=end,
+            dataset_name="pal",
+        )
 
         # drop NA loads
         data = data.dropna(subset=["Load"])
@@ -138,17 +150,24 @@ def get_forecast_today(self):
         d = self._today_from_historical(self.get_historical_forecast)
         return d
 
-    @support_date_range(max_days_per_request=1)
-    def get_historical_forecast(self, date):
+    @support_date_range(frequency="MS")
+    def get_historical_forecast(self, date, end=None):
         """Get load forecast for a previous date in 1 hour intervals"""
         date = utils._handle_date(date, self.default_timezone)
 
-        data = self._download_nyiso_archive(date, "isolf")
-
-        data["Forecast Time"] = date
+        # todo optimize this to accept a date range
+        data = self._download_nyiso_archive(
+            date,
+            end=end,
+            dataset_name="isolf",
+        )
 
-        data = data[["Forecast Time", "Time", "NYISO"]].rename(
-            columns={"NYISO": "Load Forecast", "Time": "Time"},
+        data = data[["File Date", "Time", "NYISO"]].rename(
+            columns={
+                "File Date": "Forecast Time",
+                "NYISO": "Load Forecast",
+                "Time": "Time",
+            },
         )
 
         return data
@@ -164,8 +183,14 @@ def get_lmp_today(self, market: str, locations: list = None):
             locations=locations,
         )
 
-    @support_date_range(max_days_per_request=1)
-    def get_historical_lmp(self, date, market: str, locations: list = None):
+    @support_date_range(frequency="MS")
+    def get_historical_lmp(
+        self,
+        date,
+        end=None,
+        market: str = None,
+        locations: list = None,
+    ):
         """
         Supported Markets: REAL_TIME_5_MIN, DAY_AHEAD_5_MIN
         """
@@ -173,6 +198,7 @@ def get_historical_lmp(self, date, market: str, locations: list = None):
         if locations is None:
             locations = "ALL"
 
+        assert market is not None, "market must be specified"
         market = Markets(market)
         if market == Markets.REAL_TIME_5_MIN:
             marketname = "realtime"
@@ -184,8 +210,9 @@ def get_historical_lmp(self, date, market: str, locations: list = None):
             raise RuntimeError("LMP Market is not supported")
 
         df = self._download_nyiso_archive(
-            date,
-            market_name=marketname,
+            date=date,
+            end=end,
+            dataset_name=marketname,
             filename=filename,
         )
 
@@ -219,60 +246,104 @@ def get_historical_lmp(self, date, market: str, locations: list = None):
 
         return df
 
-    def _download_nyiso_archive(self, date, market_name, filename=None):
+    def _download_nyiso_archive(self, date, end=None, dataset_name=None, filename=None):
 
         if filename is None:
-            filename = market_name
+            filename = dataset_name
 
         date = isodata.utils._handle_date(date)
         month = date.strftime("%Y%m01")
         day = date.strftime("%Y%m%d")
 
         csv_filename = f"{day}{filename}.csv"
-        csv_url = f"http://mis.nyiso.com/public/csv/{market_name}/{csv_filename}"
+        csv_url = f"http://mis.nyiso.com/public/csv/{dataset_name}/{csv_filename}"
         zip_url = (
-            f"http://mis.nyiso.com/public/csv/{market_name}/{month}{filename}_csv.zip"
+            f"http://mis.nyiso.com/public/csv/{dataset_name}/{month}{filename}_csv.zip"
         )
 
         # the last 7 days of file are hosted directly as csv
-        try:
+        if end is None and date > pd.Timestamp.now(
+            tz=self.default_timezone,
+        ).normalize() - pd.DateOffset(days=7):
             df = pd.read_csv(csv_url)
-        except:
+            df = _handle_time(df)
+            df["File Date"] = date.normalize()
+        else:
             r = requests.get(zip_url)
             z = ZipFile(io.BytesIO(r.content))
-            df = pd.read_csv(z.open(csv_filename))
-
-        time_stamp_col = None
-
-        if "Time Stamp" in df.columns:
-            time_stamp_col = "Time Stamp"
-        elif "Timestamp" in df.columns:
-            time_stamp_col = "Timestamp"
-
-        def time_to_datetime(s, dst="infer"):
-            return pd.to_datetime(s).dt.tz_localize(
-                self.default_timezone,
-                ambiguous=dst,
-            )
-
-        if "Time Zone" in df.columns:
-            dst = df["Time Zone"] == "EDT"
-            df[time_stamp_col] = time_to_datetime(df[time_stamp_col], dst)
-
-        elif "Name" in df.columns:
-            # once we group by name, the time series for each group is no longer ambiguous
-            df[time_stamp_col] = df.groupby("Name")[time_stamp_col].apply(
-                time_to_datetime,
-                "infer",
-            )
-        else:
-            df[time_stamp_col] = time_to_datetime(df[time_stamp_col], "infer")
 
-        df = df.rename(columns={time_stamp_col: "Time"})
+            all_dfs = []
+            if end is None:
+                date_range = [date]
+            else:
+                try:
+                    date_range = pd.date_range(
+                        date,
+                        end,
+                        freq="1D",
+                        inclusive="left",
+                    )
+                except TypeError:
+                    date_range = pd.date_range(
+                        date,
+                        end,
+                        freq="1D",
+                        closed="left",
+                    )
+
+            for d in date_range:
+                d = isodata.utils._handle_date(d)
+                month = d.strftime("%Y%m01")
+                day = d.strftime("%Y%m%d")
+
+                csv_filename = f"{day}{filename}.csv"
+                df = pd.read_csv(z.open(csv_filename))
+                df["File Date"] = d.normalize()
+
+                df = _handle_time(df)
+                all_dfs.append(df)
+
+            df = pd.concat(all_dfs)
 
         return df
 
 
+def _handle_time(df):
+    if "Time Stamp" in df.columns:
+        time_stamp_col = "Time Stamp"
+    elif "Timestamp" in df.columns:
+        time_stamp_col = "Timestamp"
+
+    def time_to_datetime(s, dst="infer"):
+        return pd.to_datetime(s).dt.tz_localize(
+            NYISO.default_timezone,
+            ambiguous=dst,
+        )
+
+    if "Time Zone" in df.columns:
+        dst = df["Time Zone"] == "EDT"
+        df[time_stamp_col] = time_to_datetime(
+            df[time_stamp_col],
+            dst,
+        )
+
+    elif "Name" in df.columns:
+        # once we group by name, the time series for each group is no longer ambiguous
+        df[time_stamp_col] = df.groupby("Name")[time_stamp_col].apply(
+            time_to_datetime,
+            "infer",
+        )
+    else:
+        df[time_stamp_col] = time_to_datetime(
+            df[time_stamp_col],
+            "infer",
+        )
+
+    df = df.rename(columns={time_stamp_col: "Time"})
+
+    return df
+
+
 """
 pricing data
 
diff --git a/isodata/pjm.py b/isodata/pjm.py
index a684cecc..e3c0f619 100644
--- a/isodata/pjm.py
+++ b/isodata/pjm.py
@@ -63,7 +63,7 @@ def get_fuel_mix_today(self):
         "Get fuel mix for today in hourly intervals"
         return self._today_from_historical(self.get_historical_fuel_mix)
 
-    @support_date_range(max_days_per_request=365)
+    @support_date_range(frequency="365D")
     def get_historical_fuel_mix(self, date, end=None):
         # earliest date available appears to be 1/1/2016
         data = {
@@ -106,7 +106,7 @@ def get_demand_today(self):
         "Get demand for today in 5 minute intervals"
         return self._today_from_historical(self.get_historical_demand)
 
-    @support_date_range(max_days_per_request=30)
+    @support_date_range(frequency="30D")
     def get_historical_demand(self, date, end=None):
         """Returns demand at a previous date at 5 minute intervals
 
@@ -235,7 +235,7 @@ def get_lmp_today(
             verbose=verbose,
         )
 
-    @support_date_range(max_days_per_request=365, update_dates=pjm_update_dates)
+    @support_date_range(frequency="365D", update_dates=pjm_update_dates)
     def get_historical_lmp(
         self,
         date,


Test patch:
diff --git a/isodata/tests/test_isos.py b/isodata/tests/test_isos.py
index 76142eca..5809f863 100644
--- a/isodata/tests/test_isos.py
+++ b/isodata/tests/test_isos.py
@@ -38,6 +38,12 @@ def check_storage(df):
     )
 
 
+def check_status(df):
+    assert set(df.columns) == set(
+        ["Time", "Status", "Notes"],
+    )
+
+
 def test_make_lmp_availability_df():
     isodata.utils.make_lmp_availability_table()
 
@@ -83,13 +89,6 @@ def test_get_latest_status(iso):
     assert isinstance(iso.status_homepage, str)
 
 
-@pytest.mark.parametrize("iso", [NYISO()])
-def test_get_historical_status(iso):
-    date = "20220609"
-    status = iso.get_historical_status(date)
-    assert isinstance(status, pd.DataFrame)
-
-
 @pytest.mark.parametrize("iso", [ISONE(), NYISO(), PJM(), CAISO()])
 def test_get_historical_fuel_mix(iso):
     # date string works
@@ -330,6 +329,18 @@ def test_get_historical_forecast(iso):
     check_forecast(forecast)
 
 
+@pytest.mark.parametrize("iso", [NYISO(), ISONE(), CAISO()])
+def test_get_historical_forecast_with_date_range(iso):
+    end = pd.Timestamp.now().normalize() - pd.Timedelta(days=14)
+    start = (end - pd.Timedelta(days=7)).date()
+
+    forecast = forecast = iso.get_historical_forecast(
+        start=start,
+        end=end,
+    )
+    check_forecast(forecast)
+
+
 @pytest.mark.parametrize(
     "iso",
     [MISO(), SPP(), Ercot(), ISONE(), CAISO(), PJM(), NYISO()],
@@ -359,7 +370,7 @@ def test_get_historical_storage(iso):
 
 
 @pytest.mark.parametrize("iso", [ISONE(), NYISO(), PJM(), CAISO()])
-def test_get_historical_with_date_range(iso):
+def test_get_historical_fuel_mix_with_date_range(iso):
     # range not inclusive, add one to include today
     num_days = 7
     end = pd.Timestamp.now(tz=iso.default_timezone) + pd.Timedelta(days=1)
@@ -370,6 +381,16 @@ def test_get_historical_with_date_range(iso):
     assert data["Time"].dt.day.nunique() == num_days
 
 
+@pytest.mark.parametrize("iso", [ISONE(), NYISO(), PJM(), CAISO()])
+def test_get_historical_demand_with_date_range(iso):
+    num_days = 7
+    end = pd.Timestamp.now(tz=iso.default_timezone) + pd.Timedelta(days=1)
+    start = end - pd.Timedelta(days=num_days)
+    data = iso.get_historical_demand(date=start.date(), end=end.date())
+    # make sure right number of days are returned
+    assert data["Time"].dt.day.nunique() == num_days
+
+
 @pytest.mark.parametrize("iso", [ISONE(), NYISO(), PJM(), CAISO()])
 def test_date_or_start(iso):
     num_days = 2
diff --git a/isodata/tests/test_nyiso.py b/isodata/tests/test_nyiso.py
index 4676848f..8887334a 100644
--- a/isodata/tests/test_nyiso.py
+++ b/isodata/tests/test_nyiso.py
@@ -1,5 +1,38 @@
+import pandas as pd
+
 import isodata
 from isodata.base import Markets
+from isodata.tests.test_isos import check_status
+
+
+def test_nyiso_date_range():
+    iso = isodata.NYISO()
+    df = iso.get_historical_fuel_mix(start="Aug 1, 2022", end="Oct 22, 2022")
+    assert df.shape[0] >= 0
+
+
+def test_get_nyiso_historical_status():
+    iso = isodata.NYISO()
+    date = "20220609"
+    status = iso.get_historical_status(date)
+    check_status(status)
+
+    start = "2022-05-01"
+    end = "2022-10-02"
+    status = iso.get_historical_status(start=start, end=end)
+    check_status(status)
+
+
+def test_nyiso_get_historical_lmp_with_range():
+    iso = isodata.NYISO()
+    start = "2021-12-01"
+    end = "2022-2-02"
+    df = iso.get_historical_lmp(
+        start=start,
+        end=end,
+        market=Markets.REAL_TIME_5_MIN,
+    )
+    assert df.shape[0] >= 0
 
 
 def test_nyiso_edt_to_est():