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", + " 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- "<div id=\"altair-viz-c4145a51a6a3478b897e154e61332e59\"></div>\n", + "<div id=\"altair-viz-6fd50e32890548fa95dd778c03a60815\"></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-c4145a51a6a3478b897e154e61332e59\") {\n", - " outputDiv = document.getElementById(\"altair-viz-c4145a51a6a3478b897e154e61332e59\");\n", + " if (outputDiv.id !== \"altair-viz-6fd50e32890548fa95dd778c03a60815\") {\n", + " outputDiv = document.getElementById(\"altair-viz-6fd50e32890548fa95dd778c03a60815\");\n", " }\n", " const paths = {\n", " \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n", @@ -903,7 +903,7 @@ "alt.FacetChart(...)" ] }, - "execution_count": 21, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -922,7 +922,7 @@ }, { "cell_type": "code", - 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document.getElementById(\"altair-viz-7d3716df0df9456f8778a962bef5292c\");\n", + " if (outputDiv.id !== \"altair-viz-82d0664df50c40d19d056d0be57c5d37\") {\n", + " outputDiv = document.getElementById(\"altair-viz-82d0664df50c40d19d056d0be57c5d37\");\n", " }\n", " const paths = {\n", " \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n", @@ -1089,7 +1089,7 @@ "alt.FacetChart(...)" ] }, - "execution_count": 23, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } 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. 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