From 6a95144d503177cc2c35a58f85fff857e60cb364 Mon Sep 17 00:00:00 2001
From: csuyat-dot <christian.suyat@dot.ca.gov>
Date: Wed, 15 Jan 2025 19:47:44 +0000
Subject: [PATCH] deployed notebooks and portfolio site

---
 ntd/TEST_monthly_ridership_report.ipynb       | 500 +++++-------------
 ntd/monthly_ridership_report.ipynb            | 114 ++--
 portfolio/ntd_monthly_ridership/README.md     |  21 +-
 ...ine-county-transportation-commission.ipynb |   4 +-
 ...te-county-association-of-governments.ipynb |   4 +-
 ...ado-county-transportation-commission.ipynb |   4 +-
 ...fresno-county-council-of-governments.ipynb |   4 +-
 ...ial-county-transportation-commission.ipynb |   4 +-
 ...rt__rtpa_kern-council-of-governments.ipynb |   4 +-
 ...gs-county-association-of-governments.ipynb |   4 +-
 ...etropolitan-transportation-authority.ipynb |   4 +-
 ...ed-county-association-of-governments.ipynb |   4 +-
 ...tropolitan-transportation-commission.ipynb |   4 +-
 ...ange-county-transportation-authority.ipynb |   4 +-
 ...ounty-transportation-planning-agency.ipynb |   4 +-
 ...ide-county-transportation-commission.ipynb |   4 +-
 ...cramento-area-council-of-governments.ipynb |   4 +-
 ...dino-county-transportation-authority.ipynb |   4 +-
 ...san-diego-association-of-governments.ipynb |   4 +-
 ...a_san-joaquin-council-of-governments.ipynb |   4 +-
 ...n-luis-obispo-council-of-governments.ipynb |   4 +-
 ...ra-county-association-of-governments.ipynb |   4 +-
 ...ruz-county-transportation-commission.ipynb |   4 +-
 ...hasta-regional-transportation-agency.ipynb |   4 +-
 ...pa_stanislaus-council-of-governments.ipynb |   4 +-
 ..._rtpa_tahoe-regional-planning-agency.ipynb |   4 +-
 ...portation-agency-for-monterey-county.ipynb |   4 +-
 ...re-county-association-of-governments.ipynb |   4 +-
 ...ura-county-transportation-commission.ipynb |   4 +-
 29 files changed, 268 insertions(+), 471 deletions(-)

diff --git a/ntd/TEST_monthly_ridership_report.ipynb b/ntd/TEST_monthly_ridership_report.ipynb
index fc9a148f8..aeea6cbdc 100644
--- a/ntd/TEST_monthly_ridership_report.ipynb
+++ b/ntd/TEST_monthly_ridership_report.ipynb
@@ -54,8 +54,8 @@
    "outputs": [],
    "source": [
     "# parameters cell for local\n",
-    "rtpa = \"Metropolitan Transportation Commission\" # lots of reporters\n",
-    "#rtpa = \"Butte County Association of Governments\" # 2 reporters "
+    "#rtpa = \"Metropolitan Transportation Commission\" # lots of reporters\n",
+    "rtpa = \"Butte County Association of Governments\" # 2 reporters "
    ]
   },
   {
@@ -68,7 +68,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "{\"rtpa\": \"Metropolitan Transportation Commission\"}\n"
+      "{\"rtpa\": \"Butte County Association of Governments\"}\n"
      ]
     }
    ],
@@ -164,38 +164,38 @@
      "output_type": "stream",
      "text": [
       "<class 'pandas.core.frame.DataFrame'>\n",
-      "Int64Index: 6889 entries, 1103 to 95972\n",
+      "Int64Index: 332 entries, 23658 to 87718\n",
       "Data columns (total 26 columns):\n",
       " #   Column             Non-Null Count  Dtype   \n",
       "---  ------             --------------  -----   \n",
-      " 0   key                6889 non-null   object  \n",
-      " 1   ntd_id             6889 non-null   object  \n",
-      " 2   legacy_ntd_id      6640 non-null   object  \n",
-      " 3   agency             6889 non-null   object  \n",
-      " 4   reporter_type      6889 non-null   object  \n",
-      " 5   period_year_month  6889 non-null   object  \n",
-      " 6   period_year        6889 non-null   int64   \n",
-      " 7   period_month       6889 non-null   int64   \n",
-      " 8   uza_name           6889 non-null   object  \n",
-      " 9   primary_uza_code   6889 non-null   object  \n",
-      " 10  _3_mode            6889 non-null   object  \n",
-      " 11  mode_name          6889 non-null   object  \n",
-      " 12  service_type       6889 non-null   object  \n",
-      " 13  Status             6889 non-null   object  \n",
-      " 14  upt                4761 non-null   float64 \n",
-      " 15  vrm                4761 non-null   float64 \n",
-      " 16  vrh                4761 non-null   float64 \n",
-      " 17  voms               4761 non-null   float64 \n",
-      " 18  _dt                6889 non-null   object  \n",
-      " 19  RTPA               6889 non-null   object  \n",
-      " 20  _merge             6889 non-null   category\n",
-      " 21  previous_y_m_upt   4755 non-null   float64 \n",
-      " 22  change_1yr         4659 non-null   float64 \n",
-      " 23  pct_change_1yr     4651 non-null   float64 \n",
-      " 24  Mode               6889 non-null   object  \n",
-      " 25  TOS                6889 non-null   object  \n",
+      " 0   key                332 non-null    object  \n",
+      " 1   ntd_id             332 non-null    object  \n",
+      " 2   legacy_ntd_id      332 non-null    object  \n",
+      " 3   agency             332 non-null    object  \n",
+      " 4   reporter_type      332 non-null    object  \n",
+      " 5   period_year_month  332 non-null    object  \n",
+      " 6   period_year        332 non-null    int64   \n",
+      " 7   period_month       332 non-null    int64   \n",
+      " 8   uza_name           332 non-null    object  \n",
+      " 9   primary_uza_code   332 non-null    object  \n",
+      " 10  _3_mode            332 non-null    object  \n",
+      " 11  mode_name          332 non-null    object  \n",
+      " 12  service_type       332 non-null    object  \n",
+      " 13  Status             332 non-null    object  \n",
+      " 14  upt                166 non-null    float64 \n",
+      " 15  vrm                166 non-null    float64 \n",
+      " 16  vrh                166 non-null    float64 \n",
+      " 17  voms               166 non-null    float64 \n",
+      " 18  _dt                332 non-null    object  \n",
+      " 19  RTPA               332 non-null    object  \n",
+      " 20  _merge             332 non-null    category\n",
+      " 21  previous_y_m_upt   166 non-null    float64 \n",
+      " 22  change_1yr         166 non-null    float64 \n",
+      " 23  pct_change_1yr     166 non-null    float64 \n",
+      " 24  Mode               332 non-null    object  \n",
+      " 25  TOS                332 non-null    object  \n",
       "dtypes: category(1), float64(7), int64(2), object(16)\n",
-      "memory usage: 1.4+ MB\n"
+      "memory usage: 67.9+ KB\n"
      ]
     }
    ],
@@ -384,7 +384,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 13,
    "id": "6db38c9c-47b8-4887-a9fc-cf82c2c4eea5",
    "metadata": {},
    "outputs": [],
@@ -411,7 +411,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 14,
    "id": "2d299cdb-21ba-4bf6-b6fb-3d64f02d59e5",
    "metadata": {},
    "outputs": [],
@@ -441,7 +441,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 15,
    "id": "1bca9016-0024-44e0-b0a0-e11a313ca308",
    "metadata": {},
    "outputs": [],
@@ -459,7 +459,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 16,
    "id": "1606b9e3-1311-40ea-aec8-1fa4ac0c2522",
    "metadata": {},
    "outputs": [],
@@ -480,7 +480,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 17,
    "id": "53510310-eaea-400d-af32-20f4c8773514",
    "metadata": {},
    "outputs": [],
@@ -522,7 +522,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 18,
    "id": "f59f697a-912a-4dfe-bcac-02c9fc50b55d",
    "metadata": {},
    "outputs": [],
@@ -579,7 +579,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 19,
    "id": "118b82e3-59f7-4ad4-81da-208fbcfa8280",
    "metadata": {},
    "outputs": [],
@@ -603,7 +603,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 33,
    "id": "413d77c9-b2cc-4847-9039-aa4d0caa64de",
    "metadata": {
     "tags": []
@@ -624,7 +624,7 @@
     "                               ))\n",
     "    ).properties(\n",
     "    title=f\"Total Unlinked Passenger Trips per agency in RTPA since {MIN_YEAR}\",\n",
-    "    #width = WIDTH, \n",
+    "    width = WIDTH, \n",
     "    height = HEIGHT,\n",
     "    ).resolve_scale(y=\"independent\").interactive()\n",
     "    \n",
@@ -641,7 +641,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 21,
    "id": "e4214ddd-c5b6-407f-9287-0573669adf4f",
    "metadata": {},
    "outputs": [
@@ -649,16 +649,16 @@
      "data": {
       "text/markdown": [
        "\n",
-       "Within Metropolitan Transportation Commission:\n",
-       "- Number of Agencies/Operators: <b>28</b>.\n",
-       "- Total Unlinked Passenger Trips since 2018: <b>2,213,793,549.0</b>.\n",
+       "Within Butte County Association of Governments:\n",
+       "- Number of Agencies/Operators: <b>2</b>.\n",
+       "- Total Unlinked Passenger Trips since 2018: <b>5,085,443.0</b>.\n",
        "- Individual agency/operator ridership breakdown:\n"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
       ]
      },
-     "execution_count": 22,
+     "execution_count": 21,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -674,7 +674,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 22,
    "id": "6b849d54-f0a5-47b1-84ef-a669c5258261",
    "metadata": {
     "tags": []
@@ -709,236 +709,24 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>City and County of San Francisco</td>\n",
-       "      <td>1041438510</td>\n",
-       "      <td>47.04</td>\n",
+       "      <td>Butte County Association of Governments</td>\n",
+       "      <td>5085443</td>\n",
+       "      <td>100.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>San Francisco Bay Area Rapid Transit District</td>\n",
-       "      <td>465046516</td>\n",
-       "      <td>21.01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>Alameda-Contra Costa Transit District</td>\n",
-       "      <td>268682727</td>\n",
-       "      <td>12.14</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>Santa Clara Valley Transportation Authority</td>\n",
-       "      <td>177680119</td>\n",
-       "      <td>8.03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>Peninsula Corridor Joint Powers Board</td>\n",
-       "      <td>65677887</td>\n",
-       "      <td>2.97</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>San Mateo County Transit District</td>\n",
-       "      <td>61784239</td>\n",
-       "      <td>2.79</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>Golden Gate Bridge, Highway and Transportation...</td>\n",
-       "      <td>21654720</td>\n",
-       "      <td>0.98</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>Marin County Transit District</td>\n",
-       "      <td>17755395</td>\n",
-       "      <td>0.80</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>Central Contra Costa Transit Authority</td>\n",
-       "      <td>17702390</td>\n",
-       "      <td>0.80</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>San Francisco Bay Area Water Emergency Transpo...</td>\n",
-       "      <td>14013194</td>\n",
-       "      <td>0.63</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>The Eastern Contra Costa Transit Authority</td>\n",
-       "      <td>9779998</td>\n",
-       "      <td>0.44</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>City of Santa Rosa</td>\n",
-       "      <td>9559722</td>\n",
-       "      <td>0.43</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>Livermore / Amador Valley Transit Authority</td>\n",
-       "      <td>8360705</td>\n",
-       "      <td>0.38</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>Solano County Transit</td>\n",
-       "      <td>6545862</td>\n",
-       "      <td>0.30</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>Western Contra Costa Transit Authority</td>\n",
-       "      <td>5237103</td>\n",
-       "      <td>0.24</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>County of Sonoma</td>\n",
-       "      <td>4891306</td>\n",
-       "      <td>0.22</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>Napa Valley Transportation Authority</td>\n",
-       "      <td>4433341</td>\n",
-       "      <td>0.20</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>Metropolitan Transportation Commission</td>\n",
-       "      <td>4429248</td>\n",
-       "      <td>0.20</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>Sonoma-Marin Area Rail Transit District</td>\n",
-       "      <td>4054884</td>\n",
-       "      <td>0.18</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>City of Fairfield, California</td>\n",
-       "      <td>3321420</td>\n",
-       "      <td>0.15</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>City of Petaluma</td>\n",
-       "      <td>1744263</td>\n",
-       "      <td>0.08</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>City of Vallejo Transportation Program</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>City of Vacaville</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>City of Union City</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>San Francisco Paratransit</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>City of Benicia</td>\n",
+       "      <td>Chico Area Transit System City of Chico</td>\n",
        "      <td>0</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>City of Alameda Ferry Services</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>ATC / Vancom</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0.00</td>\n",
+       "      <td>0.0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "                                               agency   total_upt  \\\n",
-       "0                    City and County of San Francisco  1041438510   \n",
-       "1       San Francisco Bay Area Rapid Transit District   465046516   \n",
-       "2               Alameda-Contra Costa Transit District   268682727   \n",
-       "3         Santa Clara Valley Transportation Authority   177680119   \n",
-       "4               Peninsula Corridor Joint Powers Board    65677887   \n",
-       "5                   San Mateo County Transit District    61784239   \n",
-       "6   Golden Gate Bridge, Highway and Transportation...    21654720   \n",
-       "7                       Marin County Transit District    17755395   \n",
-       "8              Central Contra Costa Transit Authority    17702390   \n",
-       "9   San Francisco Bay Area Water Emergency Transpo...    14013194   \n",
-       "10         The Eastern Contra Costa Transit Authority     9779998   \n",
-       "11                                 City of Santa Rosa     9559722   \n",
-       "12        Livermore / Amador Valley Transit Authority     8360705   \n",
-       "13                              Solano County Transit     6545862   \n",
-       "14             Western Contra Costa Transit Authority     5237103   \n",
-       "15                                  County of Sonoma      4891306   \n",
-       "16               Napa Valley Transportation Authority     4433341   \n",
-       "17             Metropolitan Transportation Commission     4429248   \n",
-       "18            Sonoma-Marin Area Rail Transit District     4054884   \n",
-       "19                      City of Fairfield, California     3321420   \n",
-       "20                                   City of Petaluma     1744263   \n",
-       "21             City of Vallejo Transportation Program           0   \n",
-       "22                                  City of Vacaville           0   \n",
-       "23                                 City of Union City           0   \n",
-       "24                          San Francisco Paratransit           0   \n",
-       "25                                    City of Benicia           0   \n",
-       "26                     City of Alameda Ferry Services           0   \n",
-       "27                                       ATC / Vancom           0   \n",
-       "\n",
-       "    pct_of_total_upt  \n",
-       "0              47.04  \n",
-       "1              21.01  \n",
-       "2              12.14  \n",
-       "3               8.03  \n",
-       "4               2.97  \n",
-       "5               2.79  \n",
-       "6               0.98  \n",
-       "7               0.80  \n",
-       "8               0.80  \n",
-       "9               0.63  \n",
-       "10              0.44  \n",
-       "11              0.43  \n",
-       "12              0.38  \n",
-       "13              0.30  \n",
-       "14              0.24  \n",
-       "15              0.22  \n",
-       "16              0.20  \n",
-       "17              0.20  \n",
-       "18              0.18  \n",
-       "19              0.15  \n",
-       "20              0.08  \n",
-       "21              0.00  \n",
-       "22              0.00  \n",
-       "23              0.00  \n",
-       "24              0.00  \n",
-       "25              0.00  \n",
-       "26              0.00  \n",
-       "27              0.00  "
+       "                                    agency  total_upt  pct_of_total_upt\n",
+       "0  Butte County Association of Governments    5085443             100.0\n",
+       "1  Chico Area Transit System City of Chico          0               0.0"
       ]
      },
      "metadata": {},
@@ -951,7 +739,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": 34,
    "id": "7e5b1217-5c1d-4795-9eef-c25b245c9af3",
    "metadata": {},
    "outputs": [
@@ -960,23 +748,23 @@
       "text/html": [
        "\n",
        "<style>\n",
-       "  #altair-viz-27eea43087534e54b9dcec2999124753.vega-embed {\n",
+       "  #altair-viz-f575aa385bf84ff489d7cb99d35d10b3.vega-embed {\n",
        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
-       "  #altair-viz-27eea43087534e54b9dcec2999124753.vega-embed details,\n",
-       "  #altair-viz-27eea43087534e54b9dcec2999124753.vega-embed details summary {\n",
+       "  #altair-viz-f575aa385bf84ff489d7cb99d35d10b3.vega-embed details,\n",
+       "  #altair-viz-f575aa385bf84ff489d7cb99d35d10b3.vega-embed details summary {\n",
        "    position: relative;\n",
        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-27eea43087534e54b9dcec2999124753\"></div>\n",
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       ],
       "text/plain": [
        "alt.FacetChart(...)"
       ]
      },
-     "execution_count": 26,
+     "execution_count": 25,
      "metadata": {},
      "output_type": "execute_result"
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@@ -1240,7 +1028,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 26,
    "id": "24462fe7-2af4-4023-9a88-0cc665ce763a",
    "metadata": {},
    "outputs": [
@@ -1249,23 +1037,23 @@
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        "\n",
        "<style>\n",
-       "  #altair-viz-5ff73a410c0042418d1a25c5ec1db993.vega-embed {\n",
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        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
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-       "  #altair-viz-5ff73a410c0042418d1a25c5ec1db993.vega-embed details summary {\n",
+       "  #altair-viz-e3737511616645f5950544101609e25d.vega-embed details,\n",
+       "  #altair-viz-e3737511616645f5950544101609e25d.vega-embed details summary {\n",
        "    position: relative;\n",
        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-5ff73a410c0042418d1a25c5ec1db993\"></div>\n",
+       "<div id=\"altair-viz-e3737511616645f5950544101609e25d\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
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-       "      outputDiv = document.getElementById(\"altair-viz-5ff73a410c0042418d1a25c5ec1db993\");\n",
+       "    if (outputDiv.id !== \"altair-viz-e3737511616645f5950544101609e25d\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-e3737511616645f5950544101609e25d\");\n",
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        "</script>"
       ],
       "text/plain": [
        "alt.FacetChart(...)"
       ]
      },
-     "execution_count": 27,
+     "execution_count": 26,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1332,7 +1120,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 27,
    "id": "ddd1a017-0907-4a9c-826d-edd958418c26",
    "metadata": {},
    "outputs": [
@@ -1341,23 +1129,23 @@
       "text/html": [
        "\n",
        "<style>\n",
-       "  #altair-viz-efc4b680b0fb478db07d205c6778fcba.vega-embed {\n",
+       "  #altair-viz-024a79ed1ab9436abb7f29fa8572f05b.vega-embed {\n",
        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
-       "  #altair-viz-efc4b680b0fb478db07d205c6778fcba.vega-embed details,\n",
-       "  #altair-viz-efc4b680b0fb478db07d205c6778fcba.vega-embed details summary {\n",
+       "  #altair-viz-024a79ed1ab9436abb7f29fa8572f05b.vega-embed details,\n",
+       "  #altair-viz-024a79ed1ab9436abb7f29fa8572f05b.vega-embed details summary {\n",
        "    position: relative;\n",
        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-efc4b680b0fb478db07d205c6778fcba\"></div>\n",
+       "<div id=\"altair-viz-024a79ed1ab9436abb7f29fa8572f05b\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-efc4b680b0fb478db07d205c6778fcba\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-efc4b680b0fb478db07d205c6778fcba\");\n",
+       "    if (outputDiv.id !== \"altair-viz-024a79ed1ab9436abb7f29fa8572f05b\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-024a79ed1ab9436abb7f29fa8572f05b\");\n",
        "    }\n",
        "    const paths = {\n",
        "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
@@ -1403,14 +1191,14 @@
        "        .catch(showError)\n",
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      },
-     "execution_count": 29,
+     "execution_count": 28,
      "metadata": {},
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@@ -1518,7 +1306,7 @@
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   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 29,
    "id": "6d132a31-971d-44f2-a1aa-d60b2cf055f6",
    "metadata": {},
    "outputs": [
@@ -1527,23 +1315,23 @@
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        "\n",
        "<style>\n",
-       "  #altair-viz-bed77c58fbd746bdab38ecc547763475.vega-embed {\n",
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        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
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-       "  #altair-viz-bed77c58fbd746bdab38ecc547763475.vega-embed details summary {\n",
+       "  #altair-viz-1ab709d77a004e8991b271f05fc40189.vega-embed details,\n",
+       "  #altair-viz-1ab709d77a004e8991b271f05fc40189.vega-embed details summary {\n",
        "    position: relative;\n",
        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-bed77c58fbd746bdab38ecc547763475\"></div>\n",
+       "<div id=\"altair-viz-1ab709d77a004e8991b271f05fc40189\"></div>\n",
        "<script type=\"text/javascript\">\n",
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-       "      outputDiv = document.getElementById(\"altair-viz-bed77c58fbd746bdab38ecc547763475\");\n",
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+       "      outputDiv = document.getElementById(\"altair-viz-1ab709d77a004e8991b271f05fc40189\");\n",
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       "text/plain": [
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       ]
      },
-     "execution_count": 30,
+     "execution_count": 29,
      "metadata": {},
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@@ -1607,7 +1395,7 @@
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   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 30,
    "id": "a2d861b0-6baa-4d7c-89eb-4b686a77ba3e",
    "metadata": {},
    "outputs": [
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        "</style>\n",
-       "<div id=\"altair-viz-92d2b75ef68e4f87a98d42b9fd733967\"></div>\n",
+       "<div id=\"altair-viz-1de884aa61494b57a743c5d0130ab48a\"></div>\n",
        "<script type=\"text/javascript\">\n",
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\"pct_change_1yr\": 12.47}, {\"TOS\": \"Purchased Transportation\", \"RTPA\": \"Metropolitan Transportation Commission\", \"period_year\": 2024, \"period_month\": 9, \"period_year_month\": \"2024-09\", \"upt\": 2300569.0, \"previous_y_m_upt\": 2125934.0, \"change_1yr\": 279624.0, \"pct_change_1yr\": 7.59}, {\"TOS\": \"Purchased Transportation\", \"RTPA\": \"Metropolitan Transportation Commission\", \"period_year\": 2024, \"period_month\": 10, \"period_year_month\": \"2024-10\", \"upt\": 2801826.0, \"previous_y_m_upt\": 2228015.0, \"change_1yr\": 682022.0, \"pct_change_1yr\": 20.48}, {\"TOS\": \"Purchased Transportation\", \"RTPA\": \"Metropolitan Transportation Commission\", \"period_year\": 2024, \"period_month\": 11, \"period_year_month\": \"2024-11\", \"upt\": 1933912.0, \"previous_y_m_upt\": 2031728.0, \"change_1yr\": 158351.0, \"pct_change_1yr\": -5.06}, {\"TOS\": \"Purchased Transportation - Taxi\", \"RTPA\": \"Metropolitan Transportation Commission\", \"period_year\": 2024, 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{\"TOS\": \"Purchased Transportation - Transportation Network Company\", \"RTPA\": \"Metropolitan Transportation Commission\", \"period_year\": 2024, \"period_month\": 1, \"period_year_month\": \"2024-01\", \"upt\": 4157.0, \"previous_y_m_upt\": 2631.0, \"change_1yr\": 1526.0, \"pct_change_1yr\": 36.71}, {\"TOS\": \"Purchased Transportation - Transportation Network Company\", \"RTPA\": \"Metropolitan Transportation Commission\", \"period_year\": 2024, \"period_month\": 2, \"period_year_month\": \"2024-02\", \"upt\": 4327.0, \"previous_y_m_upt\": 2789.0, \"change_1yr\": 1538.0, \"pct_change_1yr\": 35.54}, {\"TOS\": \"Purchased Transportation - Transportation Network Company\", \"RTPA\": \"Metropolitan Transportation Commission\", \"period_year\": 2024, \"period_month\": 3, \"period_year_month\": \"2024-03\", \"upt\": 4698.0, \"previous_y_m_upt\": 3178.0, \"change_1yr\": 1520.0, \"pct_change_1yr\": 32.35}, {\"TOS\": \"Purchased Transportation - Transportation Network Company\", \"RTPA\": 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        "</script>"
       ],
       "text/plain": [
        "alt.FacetChart(...)"
       ]
      },
-     "execution_count": 33,
+     "execution_count": 32,
      "metadata": {},
      "output_type": "execute_result"
     }
diff --git a/ntd/monthly_ridership_report.ipynb b/ntd/monthly_ridership_report.ipynb
index 6387f6cf3..d5842339f 100644
--- a/ntd/monthly_ridership_report.ipynb
+++ b/ntd/monthly_ridership_report.ipynb
@@ -389,7 +389,7 @@
     "                               ))\n",
     "    ).properties(\n",
     "    title=f\"Total Unlinked Passenger Trips per agency in RTPA since {MIN_YEAR}\",\n",
-    "    #width = WIDTH, \n",
+    "    width = WIDTH, \n",
     "    height = HEIGHT,\n",
     "    ).resolve_scale(y=\"independent\").interactive()\n",
     "    \n",
@@ -431,9 +431,9 @@
    "source": [
     "Markdown(f\"\"\"\n",
     "Within {rtpa}:\n",
-    "- Number of Agencies/Operators: <b>{agency_count}</b>.\n",
+    "- Number of Reporters: <b>{agency_count}</b>.\n",
     "- Total Unlinked Passenger Trips since {MIN_YEAR}: <b>{total_upt:,}</b>.\n",
-    "- Individual agency/operator ridership breakdown:\n",
+    "- Individual Reporters ridership breakdown:\n",
     "\"\"\")"
    ]
   },
@@ -448,23 +448,23 @@
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        "<style>\n",
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        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-1168c1541f4a4aac8fffe9bb34334976\"></div>\n",
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        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
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        "    let outputDiv = document.currentScript.previousElementSibling;\n",
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@@ -542,7 +542,7 @@
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+   "execution_count": 17,
    "id": "c068b244-f4c2-4ae7-9153-d2724ee9f5c2",
    "metadata": {},
    "outputs": [
@@ -551,23 +551,23 @@
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        "\n",
        "<style>\n",
-       "  #altair-viz-2a2e1ac538634868b7cfe44b79d7780f.vega-embed {\n",
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        "  }\n",
        "</style>\n",
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        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
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        "    let outputDiv = document.currentScript.previousElementSibling;\n",
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+       "      outputDiv = document.getElementById(\"altair-viz-3d1bb1cb5c3b423ca979a09a6215fa1d\");\n",
        "    }\n",
        "    const paths = {\n",
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@@ -620,7 +620,7 @@
        "alt.FacetChart(...)"
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-     "execution_count": 18,
+     "execution_count": 17,
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@@ -639,7 +639,7 @@
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-   "execution_count": 19,
+   "execution_count": 18,
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@@ -648,23 +648,23 @@
       "text/html": [
        "\n",
        "<style>\n",
-       "  #altair-viz-d81282967144441087728f19d6e9090c.vega-embed {\n",
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        "    width: 100%;\n",
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        "</style>\n",
-       "<div id=\"altair-viz-d81282967144441087728f19d6e9090c\"></div>\n",
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-       "      outputDiv = document.getElementById(\"altair-viz-d81282967144441087728f19d6e9090c\");\n",
+       "    if (outputDiv.id !== \"altair-viz-51a25849cbb346b9b99f7ff7336498df\") {\n",
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@@ -717,7 +717,7 @@
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@@ -736,7 +736,7 @@
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+   "execution_count": 19,
    "id": "6d132a31-971d-44f2-a1aa-d60b2cf055f6",
    "metadata": {},
    "outputs": [
@@ -745,23 +745,23 @@
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        "\n",
        "<style>\n",
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@@ -903,7 +903,7 @@
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@@ -1000,7 +1000,7 @@
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@@ -1011,7 +1011,7 @@
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@@ -1020,23 +1020,23 @@
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        "</style>\n",
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        "<script type=\"text/javascript\">\n",
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diff --git a/portfolio/ntd_monthly_ridership/README.md b/portfolio/ntd_monthly_ridership/README.md
index cca2300da..ba2c99e80 100644
--- a/portfolio/ntd_monthly_ridership/README.md
+++ b/portfolio/ntd_monthly_ridership/README.md
@@ -5,27 +5,36 @@ Provide CalSTA with NTD Monthly Ridership by each RTPA.
 Per the [SB125 Final Guildelines](https://calsta.ca.gov/-/media/calsta-media/documents/sb125-final-guidelines-a11y.pdf)
 >Caltrans will provide all RTPAs with a summary report each month that meets the requirements of this statutory provision, drawn from the data reported to the National Transit Database. The data will be drawn from the NTD at: [Complete Monthly Ridership (with adjustments and estimates) | FTA (dot.gov)](https://www.transit.dot.gov/ntd/data-product/monthly-module-adjusted-data-release). RTPAs are required to post a link to this report and data in a manner easily accessed by the public, so that ridership trends within their region can be easily reviewed.
 
-This report shows general ridership trends by transit agency, mode, and type of service. Reported unlinked passenger trips are reported, as well as the change from the prior year. For example, July 2023's change would be the change in July 2023's reported values against July 2022's reported values.
+This report shows general ridership trends by Monthly NTD Reporter, mode, and type of service for California RTPAs from 2018 to present. Unlinked passenger trips are reported, as well as the change from the prior year. For example, July 2023's change would be the change in July 2023's reported values against July 2022's reported values.
 
 ## Definitions
 - **FTA**: Federal Transit Admisistration.
+- **MODE**: A system for carrying transit passengers described by specific right-of-way (ROW), technology and operational features. Examples: Bus, Cable Car, Light Rail.
+- **Monthly NTD Reporter**: Full Reporters that submit Monthly Ridership (MR) and monthly Safety and Security reports to NTD.
 - **NTD**: National Transit Database. A reporting system that collects public transportation financial and operating information.
 - **RTPA**: Regional Transportation Planning Authority.
+- **TOS**: Type of Service. Describes how public transportation services are provided by the transit agency: directly operated (DO) or purchased transportation (PT) services.
 - **UZA**: Urbanized Areas. An urbanized area is an incorporated area with a population of 50,000 or more that is designated as such by the U.S. Department of Commerce, Bureau of the Census.
-- **MODE**: A system for carrying transit passengers described by specific right-of-way (ROW), technology and operational features. Examples: Bus, Cable Car, Light Rail.
-- **TOS**: Describes how public transportation services are provided by the transit agency: directly operated (DO) or purchased transportation (PT) services.
+
 
 ## Methodology
-Ridership data is ingested via the `FTA Complete Monthly Ridership` report, per the SB125 guidelines. Then filtered for agencies residing in California UZAs. These California Agencies are grouped by RTPAs, then aggregated by agencies, mode and TOS. The processed data for each RTPA is saved to a public respository, see datasets below.
+Ridership data is ingested via the `FTA Complete Monthly Ridership` report, per the SB125 guidelines. Then filtered for Reporters residing in California UZAs. These California Reporters are grouped by RTPAs, then aggregated mode and TOS. The processed data for each RTPA is saved to a public respository, see datasets below.
 
 
 ## Frequently Asked Questions
-**Q: Which agencies/transit operators are in this report? Why are some agencies missing from an RTPA?**
+**Q: Which Monthly NTD Reporters are in this report? Why are some Reporters missing from an RTPA?**
 
 Per the [NTD Complete Monthly Ridership Report](https://www.transit.dot.gov/ntd/data-product/monthly-module-adjusted-data-release) webpage:
 >File Summary: Contains monthly-updated service information reported by urban Full Reporters.
 
-Urban full reporters, that submit monthly ridership data to NTD, are included in this report. This report tracks data from 2018 to present. If an agency is not a monthly reporter, or has not reported data since 2018, they will not appear in the report.
+Transit operators/agencies that are **Urban full reporters, that submit monthly ridership data to NTD from 2018 to present**, are included in this report. Reporters that were previously Urban full reporters, but are currently not, may appear. This may result in Reporters showing zero or partial ridership data in the report. 
+
+If a Reporter is not a monthly reporter, or has not reported data since 2018, they will not appear in the report.
+
+Examples: 
+- Reporter A is an urban full reporter from 2019-2022, then became a reduced reporter for 2023. Reporter A's ridership data will be displayed for 2019-2022 only.
+- Reporter B is an urban full reporter from 2000-2017, then became a reduced reporter for 2018. Reporter B will be named in the report, but will not display ridership data.
+- Reporter C was a reduced reporter form 2015-2020, then became an urban full reporter and began submitting monthly ridership data to NTD for 2021. Reporter C's ridership data will be displayed for 2021-present. 
 
 
 **Q: Where can I download my RTPA's data?**
diff --git a/portfolio/ntd_monthly_ridership/rtpa_alpine-county-transportation-commission/00__monthly_ridership_report__rtpa_alpine-county-transportation-commission.ipynb b/portfolio/ntd_monthly_ridership/rtpa_alpine-county-transportation-commission/00__monthly_ridership_report__rtpa_alpine-county-transportation-commission.ipynb
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+++ b/portfolio/ntd_monthly_ridership/rtpa_alpine-county-transportation-commission/00__monthly_ridership_report__rtpa_alpine-county-transportation-commission.ipynb
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