diff --git a/ntd/annual_ridership_report/README.md b/ntd/annual_ridership_report/README.md new file mode 100644 index 000000000..3c1fee65e --- /dev/null +++ b/ntd/annual_ridership_report/README.md @@ -0,0 +1,74 @@ +# NTD Annual Ridership by RTPA + + +Provide CalSTA with NTD Annual Ridership by each regional transportation planning authority (RTPA) + +This reoport shows general ridership trends by agency, mode and type of service. + +## Dataset +1. [NTD Annual Service data](https://www.transit.dot.gov/ntd/data-product/2022-annual-database-service) +2. [RTPA list](https://gis.data.ca.gov/datasets/CAEnergy::regional-transportation-planning-agencies/explore?appid=cf412a17daaa47bca93c6d6b7e77aff0&edit=true) +3. Download our processed data here + +--- + +# Annual NTD Ridership by RTPA + +In response to... and the accompany the Monthly NTD Ridership Report, Caltrans is providing CalSTA with NTD Annual ridership by RTPA. + +This report shows general ridership trends by Annual NTD Reporter by 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. + + +## Methodology +Ridership data extract from NTD via the [Service Data - Annual Data Tables](https://www.transit.dot.gov/ntd/ntd-data?field_data_categories_target_id%5B2551%5D=2551&field_product_type_target_id=1016&year=all&combine=). 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 Annual NTD Reporters are in this report? Why are some Reporters missing from an RTPA?** + +Transit operators/agencies that aubmit annual reports to NTD 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?** + +Data from this report can be downloaded from the Cal-ITP public data repository, see `Fully Processed Data Download` below. A Google Account is required to access the repoisitory. Once logged in, navigate to `.....`, click the year-month you want to download, then click `download`. + +The data is a zipped folder of all RTPA data for the year-month. + + +**Q: How can my RTPA/Agency meet the requirements of the SB125 Guidelines regarding how "to make publicly available a summary of ridership data"** + +Per the [SB125 Final Guildelines](https://calsta.ca.gov/-/media/calsta-media/documents/sb125-final-guidelines-a11y.pdf): +>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 + +Hyperlinking this report on your RTPA's/Agency's webpage is a common method to meeting this requirement. + +## Datasets / Data Sources +- [NTD Complete Monthly Ridership Report](....) +- [California RTPA list](https://gis.data.ca.gov/datasets/CAEnergy::regional-transportation-planning-agencies/explore?appid=cf412a17daaa47bca93c6d6b7e77aff0&edit=true) +- [Fully Processed Data Download](https://console.cloud.google.com/storage/browser/calitp-publish-data-analysis) + + + +## Who We Are +This website was created by the [California Department of Transportation](https://dot.ca.gov/)'s Division of Data and Digital Services. We are a group of data analysts and scientists who analyze transportation data, such as General Transit Feed Specification (GTFS) data, or data from funding programs such as the Active Transportation Program. Our goal is to transform messy and indecipherable original datasets into usable, customer-friendly products to better the transportation landscape. For more of our work, visit our [portfolio](https://analysis.calitp.org/). + +Alt text Alt text + +
Caltrans®, the California Department of Transportation® and the Caltrans logo are registered service marks of the California Department of Transportation and may not be copied, distributed, displayed, reproduced or transmitted in any form without prior written permission from the California Department of Transportation. \ No newline at end of file diff --git a/ntd/annual_ridership_report/annual_ridership_report.ipynb b/ntd/annual_ridership_report/annual_ridership_report.ipynb new file mode 100644 index 000000000..fee093dc2 --- /dev/null +++ b/ntd/annual_ridership_report/annual_ridership_report.ipynb @@ -0,0 +1,527 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "34028321-6cdf-4264-867b-97f042d6d871", + "metadata": {}, + "outputs": [], + "source": [ + "%%capture\n", + "import sys\n", + "sys.path.append(\"../../bus_service_increase\")\n", + "sys.path.append(\"../\")\n", + "import warnings\n", + "warnings.filterwarnings('ignore')\n", + "\n", + "import altair as alt\n", + "import calitp_data_analysis.magics\n", + "import pandas as pd\n", + "\n", + "from IPython.display import display, HTML\n", + "\n", + "from bus_service_utils import chart_utils\n", + "from calitp_data_analysis import calitp_color_palette as cp\n", + "from update_vars import GCS_FILE_PATH, PUBLIC_FILENAME, YEAR, MONTH\n", + "from monthly_ridership_by_rtpa import sum_by_group\n", + "#from shared_utils.rt_dates import MONTH_DICT\n", + "\n", + "#alt.renderers.enable(\"html\")\n", + "alt.data_transformers.enable('default', max_rows=None)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "6437e80c-fa8a-433f-b2aa-7138360d04a1", + "metadata": { + "tags": [ + "parameter" + ] + }, + "outputs": [], + "source": [ + "# parameters cell for local\n", + "rtpa = \"Metropolitan Transportation Commission\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "b7055fb6-4331-425e-b4e5-e896b11b3acd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\"rtpa\": \"Metropolitan Transportation Commission\"}\n" + ] + } + ], + "source": [ + "%%capture_parameters\n", + "rtpa" + ] + }, + { + "cell_type": "markdown", + "id": "8e07bb7c-ae9c-49ca-a875-9f3e2037d5f8", + "metadata": {}, + "source": [ + "# {rtpa}\n", + "## Annual Ridership Trends\n", + "\n", + "**Download data from our public [folder](https://console.cloud.google.com/storage/browser/calitp-publish-data-analysis)** by navigating to `ntd_annual_ridership` and selecting a file.\n", + "\n", + "Transit operators/agencies that aubmit annual reports to NTD 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. \n", + "\n", + "If a Reporter is not a monthly reporter, or has not reported data since 2018, they will not appear in the report.\n", + "\n", + "Examples: \n", + "- **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.\n", + "- **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.\n", + "- **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. " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "dcb960dc-1698-4bc2-838f-b4fc5d9ada13", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " Download the latest month of data: 2024_November.zip\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "URL = (\"https://console.cloud.google.com/storage/\"\n", + " \"browser/calitp-publish-data-analysis\"\n", + " )\n", + "\n", + "display(\n", + " HTML(\n", + " f\"\"\"\n", + " \n", + " Download the latest month of data: {PUBLIC_FILENAME}\n", + " \"\"\"\n", + " )\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "2687089d-cf66-45f5-b6c0-7375d34eca8f", + "metadata": {}, + "outputs": [], + "source": [ + "#read in data\n", + "df = pd.read_parquet(\n", + " f\"{GCS_FILE_PATH}annual_report_data_2022-2023.parquet\"\n", + ").rename(\n", + " columns={\n", + " \"actual_vehicles_passenger_car_revenue_hours\":\"vrh\",\n", + " \"actual_vehicles_passenger_car_revenue_miles\":\"vrm\",\n", + " \"unlinked_passenger_trips_upt\":\"upt\" \n", + " }\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "5551f95d-2c38-4600-98e6-81412612efeb", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def sum_by_group(\n", + " df: pd.DataFrame,\n", + " group_cols: list) -> pd.DataFrame:\n", + " \"\"\"\n", + " since data is now long to begin with, this replaces old sum_by_group, make_long and assemble_long_df functions.\n", + " \"\"\"\n", + " grouped_df = df.groupby(group_cols\n", + " ).agg({\n", + " \"upt\":\"sum\",\n", + " \"previous_y_m_upt\":\"sum\",\n", + " \"change_1yr\":\"sum\"\n", + " }\n", + " ).reset_index()\n", + " \n", + " #get %change back\n", + " grouped_df = get_percent_change(grouped_df)\n", + " \n", + " #decimal to whole number\n", + " grouped_df[\"pct_change_1yr\"] = grouped_df[\"pct_change_1yr\"]*100\n", + " \n", + " return grouped_df" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "1b64bafb-cc12-4473-82c8-902fa5cb926e", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "## this also needs `get_percent_change()` and `add_change_columns()` function. \n", + "## may move all these functions to a script file" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "3d071519-f88a-4da8-8d82-0a5c76e2d90d", + "metadata": {}, + "outputs": [], + "source": [ + "def group_by_agency(df):\n", + " \"\"\"\n", + " Take in the 'by_ageny_long' df and aggregatese by rtpa, and calculates upt % of total. \n", + " To be used in pie chart\n", + " \"\"\"\n", + " initial_agg = df.groupby(\"agency\").agg(\n", + " total_upt=(\"upt\",\"sum\")\n", + " ).reset_index()\n", + " \n", + " # % total columns\n", + " initial_agg[\"pct_of_total_upt\"] = (initial_agg[\"total_upt\"]/initial_agg[\"total_upt\"].sum())*100\n", + " \n", + " # cleaning data types and rounding\n", + " initial_agg[\"total_upt\"] = initial_agg[\"total_upt\"].astype(\"int64\")\n", + " initial_agg[\"pct_of_total_upt\"] = initial_agg[\"pct_of_total_upt\"].round(decimals=2)\n", + " cleaned_agg = initial_agg.sort_values(by=\"total_upt\", ascending = False)\n", + " \n", + " return cleaned_agg" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "bc1eea1b-926e-44ea-a58f-f9686d901698", + "metadata": {}, + "outputs": [ + { + "ename": "KeyError", + "evalue": "\"Column(s) ['change_1yr', 'previous_y_m_upt'] do not exist\"", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[12], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m agency_cols \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mntd_id\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124magency\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mRTPA\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[0;32m----> 3\u001b[0m by_agency_long \u001b[38;5;241m=\u001b[39m \u001b[43msum_by_group\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdf\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43magency_cols\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;66;03m# agg by agency, for pie chart\u001b[39;00m\n\u001b[1;32m 6\u001b[0m agency_agg_yr \u001b[38;5;241m=\u001b[39m group_by_agency(by_agency_long)\n", + "Cell \u001b[0;32mIn[10], line 8\u001b[0m, in \u001b[0;36msum_by_group\u001b[0;34m(df, group_cols)\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21msum_by_group\u001b[39m(\n\u001b[1;32m 2\u001b[0m df: pd\u001b[38;5;241m.\u001b[39mDataFrame,\n\u001b[1;32m 3\u001b[0m group_cols: \u001b[38;5;28mlist\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m pd\u001b[38;5;241m.\u001b[39mDataFrame:\n\u001b[1;32m 4\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;124;03m since data is now long to begin with, this replaces old sum_by_group, make_long and assemble_long_df functions.\u001b[39;00m\n\u001b[1;32m 6\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m 7\u001b[0m grouped_df \u001b[38;5;241m=\u001b[39m \u001b[43mdf\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgroupby\u001b[49m\u001b[43m(\u001b[49m\u001b[43mgroup_cols\u001b[49m\n\u001b[0;32m----> 8\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43magg\u001b[49m\u001b[43m(\u001b[49m\u001b[43m{\u001b[49m\n\u001b[1;32m 9\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mupt\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43msum\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 10\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mprevious_y_m_upt\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43msum\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 11\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mchange_1yr\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43msum\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\n\u001b[1;32m 12\u001b[0m \u001b[43m \u001b[49m\u001b[43m}\u001b[49m\n\u001b[1;32m 13\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39mreset_index()\n\u001b[1;32m 15\u001b[0m \u001b[38;5;66;03m#get %change back\u001b[39;00m\n\u001b[1;32m 16\u001b[0m grouped_df \u001b[38;5;241m=\u001b[39m get_percent_change(grouped_df)\n", + "File \u001b[0;32m/opt/conda/lib/python3.11/site-packages/pandas/core/groupby/generic.py:895\u001b[0m, in \u001b[0;36mDataFrameGroupBy.aggregate\u001b[0;34m(self, func, engine, engine_kwargs, *args, **kwargs)\u001b[0m\n\u001b[1;32m 892\u001b[0m func \u001b[38;5;241m=\u001b[39m maybe_mangle_lambdas(func)\n\u001b[1;32m 894\u001b[0m op \u001b[38;5;241m=\u001b[39m GroupByApply(\u001b[38;5;28mself\u001b[39m, func, args, kwargs)\n\u001b[0;32m--> 895\u001b[0m result \u001b[38;5;241m=\u001b[39m \u001b[43mop\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43magg\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 896\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m is_dict_like(func) \u001b[38;5;129;01mand\u001b[39;00m result \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 897\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n", + "File \u001b[0;32m/opt/conda/lib/python3.11/site-packages/pandas/core/apply.py:172\u001b[0m, in \u001b[0;36mApply.agg\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 169\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mapply_str()\n\u001b[1;32m 171\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_dict_like(arg):\n\u001b[0;32m--> 172\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43magg_dict_like\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 173\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m is_list_like(arg):\n\u001b[1;32m 174\u001b[0m \u001b[38;5;66;03m# we require a list, but not a 'str'\u001b[39;00m\n\u001b[1;32m 175\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39magg_list_like()\n", + "File \u001b[0;32m/opt/conda/lib/python3.11/site-packages/pandas/core/apply.py:496\u001b[0m, in \u001b[0;36mApply.agg_dict_like\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 493\u001b[0m selected_obj \u001b[38;5;241m=\u001b[39m obj\u001b[38;5;241m.\u001b[39m_selected_obj\n\u001b[1;32m 494\u001b[0m selection \u001b[38;5;241m=\u001b[39m obj\u001b[38;5;241m.\u001b[39m_selection\n\u001b[0;32m--> 496\u001b[0m arg \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mnormalize_dictlike_arg\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43magg\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mselected_obj\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43marg\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 498\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m selected_obj\u001b[38;5;241m.\u001b[39mndim \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[1;32m 499\u001b[0m \u001b[38;5;66;03m# key only used for output\u001b[39;00m\n\u001b[1;32m 500\u001b[0m colg \u001b[38;5;241m=\u001b[39m obj\u001b[38;5;241m.\u001b[39m_gotitem(selection, ndim\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1\u001b[39m)\n", + "File \u001b[0;32m/opt/conda/lib/python3.11/site-packages/pandas/core/apply.py:619\u001b[0m, in \u001b[0;36mApply.normalize_dictlike_arg\u001b[0;34m(self, how, obj, func)\u001b[0m\n\u001b[1;32m 617\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(cols) \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m 618\u001b[0m cols_sorted \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlist\u001b[39m(safe_sort(\u001b[38;5;28mlist\u001b[39m(cols)))\n\u001b[0;32m--> 619\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mColumn(s) \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mcols_sorted\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m do not exist\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 621\u001b[0m aggregator_types \u001b[38;5;241m=\u001b[39m (\u001b[38;5;28mlist\u001b[39m, \u001b[38;5;28mtuple\u001b[39m, \u001b[38;5;28mdict\u001b[39m)\n\u001b[1;32m 623\u001b[0m \u001b[38;5;66;03m# if we have a dict of any non-scalars\u001b[39;00m\n\u001b[1;32m 624\u001b[0m \u001b[38;5;66;03m# eg. {'A' : ['mean']}, normalize all to\u001b[39;00m\n\u001b[1;32m 625\u001b[0m \u001b[38;5;66;03m# be list-likes\u001b[39;00m\n\u001b[1;32m 626\u001b[0m \u001b[38;5;66;03m# Cannot use func.values() because arg may be a Series\u001b[39;00m\n", + "\u001b[0;31mKeyError\u001b[0m: \"Column(s) ['change_1yr', 'previous_y_m_upt'] do not exist\"" + ] + } + ], + "source": [ + "agency_cols = [\"ntd_id\", \"agency\", \"RTPA\"]\n", + "\n", + "by_agency_long = sum_by_group(df, agency_cols)\n", + "\n", + "# agg by agency, for pie chart\n", + "agency_agg_yr = group_by_agency(by_agency_long)\n", + "\n", + "# total UPT check \n", + "total_upt = by_agency_long[\"upt\"].sum()\n", + "agency_count = by_agency_long[\"agency\"].nunique()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a6bb1f01-80b7-4bed-a79b-687757264890", + "metadata": {}, + "outputs": [], + "source": [ + "def make_line_chart(\n", + " df: pd.DataFrame, \n", + " y_col: str,\n", + " color_col: str,\n", + ") -> alt.Chart:\n", + " df = df[df[y_col] > 0].dropna(subset = y_col)\n", + "\n", + " x_label = [i for i in df.period_year_month.unique() if \n", + " any(substring in i for substring in \n", + " [\"-01\", \"-06\"])\n", + " ] \n", + " chart = (alt.Chart(df)\n", + " .mark_line()\n", + " .encode(\n", + " x = alt.X(\"period_year_month:O\", \n", + " axis=alt.Axis(values = x_label), \n", + " title = \"Date\"\n", + " ),\n", + " y = alt.Y(y_col, title = labeling(y_col)),\n", + " color = alt.Color(color_col, title = \"\", \n", + " scale = alt.Scale(\n", + " range = cp.CALITP_CATEGORY_BRIGHT_COLORS + \n", + " cp.CALITP_CATEGORY_BOLD_COLORS\n", + " )),\n", + " tooltip = [\"period_year_month\", y_col, color_col, \"RTPA\"]\n", + " ).properties(width = WIDTH, height = HEIGHT)\n", + " .facet(color_col, columns=2, title = \"\")\n", + " .resolve_scale(y=\"independent\")\n", + " ).properties(\n", + " title = f\"{labeling(y_col)} by {labeling(color_col)}\"\n", + " ).interactive()\n", + " \n", + " return chart" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "10a6654e-f811-4f86-91c5-f30b7434a667", + "metadata": {}, + "outputs": [], + "source": [ + "def make_bar_chart(\n", + " df: pd.DataFrame, \n", + " y_col: str,\n", + " color_col: str,\n", + ") -> alt.Chart:\n", + " \n", + " def short_label(word):\n", + " shorten_dict = {\n", + " \"change_1yr\": \"Change\",\n", + " \"pct_change_1yr\":\"Change\",\n", + " }\n", + " return shorten_dict[word]\n", + " \n", + " # For change column, we are missing everything prior to 2023 \n", + " #df = df.dropna(subset = y_col)\n", + " \n", + " #need flag for y_col >,<, 0, missing?\n", + " #count function to how many agencies fall in those categories, then look at those agencies\n", + " #present table\n", + " \n", + " x_label = [i for i in df.period_year_month.unique() if \n", + " any(substring in i for substring in \n", + " [\"-01\", \"-03\", \"-06\", \"-09\"])\n", + " ]\n", + " \n", + " chart = (alt.Chart(df)\n", + " .mark_bar()\n", + " .encode(\n", + " x = alt.X(\"period_year_month:O\", \n", + " axis=alt.Axis(values = x_label), \n", + " title = \"Date\"\n", + " ),\n", + " y = alt.Y(y_col, title = short_label(y_col)),\n", + " color = alt.Color(color_col, title = \"\", \n", + " scale = alt.Scale(\n", + " range = cp.CALITP_CATEGORY_BRIGHT_COLORS + \n", + " cp.CALITP_CATEGORY_BOLD_COLORS\n", + " )),\n", + " tooltip = [\"period_year_month\", y_col, color_col, \"RTPA\"]\n", + " ).properties(width = WIDTH, height = HEIGHT)\n", + " .facet(color_col, columns=2, title = \"\")\n", + " .resolve_scale(x=\"shared\", \n", + " y=\"independent\")\n", + " ).properties(\n", + " title = f\"{labeling(y_col)} by {labeling(color_col)}\"\n", + " ).interactive()\n", + " \n", + " return chart" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "85976763-e13c-47dd-aa31-a942a16e94e9", + "metadata": {}, + "outputs": [], + "source": [ + "def make_pie_chart(df,\n", + " col,\n", + " color_col):\n", + " \n", + " pie = alt.Chart(df).mark_arc(radius = 150).encode(\n", + " theta=col,\n", + " color=color_col,\n", + " tooltip = [\"agency\",\"total_upt\",\"pct_of_total_upt\"]\n", + " ).properties(\n", + " title=f\"Total Unlinked Passenger Trips per Reporter in RTPA since {MIN_YEAR}\",\n", + "\n", + " )\n", + "\n", + " return pie" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "32598002-4622-488b-848f-db3f7e9ffd41", + "metadata": {}, + "outputs": [], + "source": [ + "#simple bar chart for total agencies and UPT\n", + "def total_upt_chart(df: pd.DataFrame, x_col:str, y_col:str,tool_tip:list):\n", + " bar_chart = alt.Chart(df).mark_bar().encode(\n", + " x=alt.X(x_col).sort(\"-y\"),\n", + " y=alt.Y(y_col),\n", + " tooltip = tool_tip,\n", + " color = alt.Color(x_col, title = \"\", \n", + " scale = alt.Scale(\n", + " range = cp.CALITP_CATEGORY_BRIGHT_COLORS + \n", + " cp.CALITP_CATEGORY_BOLD_COLORS\n", + " ))\n", + " ).properties(\n", + " title=f\"Total Unlinked Passenger Trips per Reporter in RTPA since {MIN_YEAR}\",\n", + " width = WIDTH, \n", + " height = HEIGHT,\n", + " ).resolve_scale(y=\"independent\").interactive()\n", + " \n", + " return bar_chart" + ] + }, + { + "cell_type": "markdown", + "id": "76da701f-0a54-401b-82a7-7cf587e1fc99", + "metadata": {}, + "source": [ + "### Report Totals" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b669cd44-b1a8-4c62-88a0-b148cbf36b7c", + "metadata": {}, + "outputs": [], + "source": [ + "Markdown(f\"\"\"\n", + "Within {rtpa}:\n", + "- Number of Reporters: {agency_count}.\n", + "- Total Unlinked Passenger Trips since {MIN_YEAR}: {total_upt:,}.\n", + "- Individual Reporters ridership breakdown:\n", + "\"\"\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c6ffe2af-2dd3-40c5-befb-0d336e6131f9", + "metadata": {}, + "outputs": [], + "source": [ + "display(agency_agg_yr.reset_index(drop=True))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c5386da5-248a-4607-bf48-68a3d4b99ad6", + "metadata": {}, + "outputs": [], + "source": [ + "tooltip_list = [\"agency\",\"total_upt\",\"pct_of_total_upt\"]\n", + "\n", + "total_upt_chart(\n", + " agency_agg_yr,\n", + " x_col=\"agency\", \n", + " y_col=\"total_upt\", \n", + " tool_tip=tooltip_list)" + ] + }, + { + "cell_type": "markdown", + "id": "9e285f5a-6c01-4c99-a442-a816ebe3ed63", + "metadata": {}, + "source": [ + "### Reporter" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e67be0e8-6371-4ba6-8bfc-b0181e6f9297", + "metadata": {}, + "outputs": [], + "source": [ + "make_line_chart(\n", + " by_agency_long, \n", + " y_col = \"upt\", \n", + " color_col = \"agency\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "ad56b164-05a4-4fec-8c3f-88c448f48da7", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'make_bar_chart' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[8], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mmake_bar_chart\u001b[49m(\n\u001b[1;32m 2\u001b[0m by_agency_long, \n\u001b[1;32m 3\u001b[0m y_col \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mchange_1yr\u001b[39m\u001b[38;5;124m\"\u001b[39m, \n\u001b[1;32m 4\u001b[0m color_col \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124magency\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "\u001b[0;31mNameError\u001b[0m: name 'make_bar_chart' is not defined" + ] + } + ], + "source": [ + "make_bar_chart(\n", + " by_agency_long, \n", + " y_col = \"change_1yr\", \n", + " color_col = \"agency\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c9dc7682-7d20-4eae-85fb-babc48209644", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ntd/annual_ridership_report/explore_annual_report.ipynb b/ntd/annual_ridership_report/explore_annual_report.ipynb new file mode 100644 index 000000000..9698990c4 --- /dev/null +++ b/ntd/annual_ridership_report/explore_annual_report.ipynb @@ -0,0 +1,2749 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "f69ce09b-de2a-4d6e-a5b9-d6fa2ecf2be2", + "metadata": {}, + "outputs": [], + "source": [ + "import sys\n", + "\n", + "sys.path.append(\"../\") # up one level\n", + "\n", + "import os\n", + "import shutil\n", + "\n", + "import gcsfs\n", + "import geopandas as gpd\n", + "import pandas as pd\n", + "from calitp_data_analysis.sql import to_snakecase\n", + "from calitp_data_analysis.tables import tbls\n", + "from segment_speed_utils.project_vars import PUBLIC_GCS\n", + "from siuba import _, collect, count, filter, select, show_query\n", + "from update_vars import GCS_FILE_PATH, NTD_MODES, NTD_TOS\n", + "\n", + "GCS_FILE_PATH = \"gs://calitp-analytics-data/data-analyses/ntd/\"\n", + "\n", + "pd.set_option(\"display.max_rows\", None)\n", + "pd.set_option(\"display.max_columns\", None)" + ] + }, + { + "cell_type": "markdown", + "id": "ed4ede38-835e-46f5-91c7-187c02f176a7", + "metadata": {}, + "source": [ + "# Work plan\n", + "\n", + "## ~~Need List of all annual reporters~~ COMPLETE\n", + "- Full, Reduced, Rural reporters all submit an annual Report to NTD\n", + "- used `dim_annual_service_agencies`\n", + "\n", + "## ~~Need to assign rural and reduced annual reporters to RTPAs~~ COMPLETE\n", + "- Full reporters are already mapped to RTPAs via the monthly report\n", + "- but reduced and rurap reporters need to be mapped to RTPAs\n", + "- sjoined a map of CA census designated places to RTPA map, then merged with `dim_annual_service_agenices` to attach RTPA info\n", + "\n", + "## Export processed data to parquet\n", + "- to be used for aggregation\n", + "\n", + "## Make new ntd_id to RTPA crosswalk\n", + "- to be used for future analyses and merges\n", + "\n", + "## Import formulas from monthly report for aggregation \n", + "\n", + "\n", + "---" + ] + }, + { + "cell_type": "markdown", + "id": "05016c0a-9d09-4302-bb88-2c8513045f46", + "metadata": { + "tags": [] + }, + "source": [ + "## Read in `dim_annual_service_agencies` to get metrics\n", + "but need to RTPA info to this data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ce13565d-10d2-47b9-b71a-aa8de86a0edd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 421 entries, 0 to 420\n", + "Data columns (total 11 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 report_year 421 non-null int64 \n", + " 1 ntd_id 421 non-null object \n", + " 2 agency 421 non-null object \n", + " 3 reporter_type 421 non-null object \n", + " 4 organization_type 421 non-null object \n", + " 5 city 418 non-null object \n", + " 6 state 421 non-null object \n", + " 7 primary_uza_name 328 non-null object \n", + " 8 actual_vehicles_passenger_car_revenue_hours 421 non-null float64\n", + " 9 actual_vehicles_passenger_car_revenue_miles 421 non-null float64\n", + " 10 unlinked_passenger_trips_upt 421 non-null float64\n", + "dtypes: float64(3), int64(1), object(7)\n", + "memory usage: 36.3+ KB\n" + ] + } + ], + "source": [ + "# dim_annual_service_agenices is the annual report module.\n", + "# included uza, VRM, VRH, UPT\n", + "# report years include 2022-2023\n", + "\n", + "ntd_service = (\n", + " tbls.mart_ntd.dim_annual_service_agencies()\n", + " >> filter(_.state == \"CA\")\n", + " >> select(\n", + " \"report_year\",\n", + " \"ntd_id\",\n", + " \"agency\",\n", + " \"reporter_type\",\n", + " \"organization_type\",\n", + " \"city\",\n", + " \"state\",\n", + " \"primary_uza_name\",\n", + " \"actual_vehicles_passenger_car_revenue_hours\",\n", + " \"actual_vehicles_passenger_car_revenue_miles\",\n", + " \"unlinked_passenger_trips_upt\",\n", + " )\n", + " >> collect()\n", + ")\n", + "ntd_service.info()" + ] + }, + { + "cell_type": "markdown", + "id": "b2241c22-8b2e-49c5-b798-b02c75bc3a36", + "metadata": {}, + "source": [ + "### update `ntd_service` to:\n", + "- 90227 City of Moorpark > city = Moorpark\n", + "- 90253 City of Bell Gardens > city = Bell Gardens\n", + "- 90259 City of Cerritos > city = Cerritos\n", + "- 90286 City of Monterey Park > city = Monterey Park" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "1447b128-e4a3-4623-844d-e67a3d3ae07e", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "#Moorpark Update\n", + "ntd_service.loc[ntd_service[\"ntd_id\"]==\"90227\",\"city\"] = \"Moorpark\"\n", + "\n", + "# Bell Gardens Update\n", + "ntd_service.loc[ntd_service[\"ntd_id\"]==\"90253\",\"city\"] = \"Bell Gardens\"\n", + "\n", + "# Cerritos Update\n", + "ntd_service.loc[ntd_service[\"ntd_id\"]==\"90259\",\"city\"] = \"Cerritos\"\n", + "\n", + "# Monterey Park Update\n", + "ntd_service.loc[ntd_service[\"ntd_id\"]==\"90286\",\"city\"] = \"Monterey Park\"" + ] + }, + { + "cell_type": "markdown", + "id": "13b665b9-7d0e-4f66-a50d-229aac75b47c", + "metadata": { + "tags": [] + }, + "source": [ + "## try merging GDF of city in `ntd_service` to RTPA bounaries.\n", + "- To match agency cities to RTPAs. (this method doesnt need schedule info)\n", + "\n", + "Census Designated Places (CDPs) 2010 - California map\n", + "- https://data.sacog.org/datasets/SACOG::census-designated-places-cdps-2010-california/about\n", + "\n", + "~~California Incorporated Cities (dont think this included census derived places or unincorporated areas.)~~\n", + "~~- https://gis.data.cnra.ca.gov/datasets/CALFIRE-Forestry::california-incorporated-cities-1/explore~~\n", + "\n", + "RTPA map opend data\n", + "- https://www.lab.data.ca.gov/dataset/regional-transportation-planning-agencies" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c03b689b-ce0f-4df7-890d-2402d904ba7a", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "EPSG:4326\n", + "ESRI:102600\n" + ] + } + ], + "source": [ + "# RTPA map\n", + "rtpa_url = \"https://cecgis-caenergy.opendata.arcgis.com/api/download/v1/items/3a83743378be4e7f84c8230889c01dea/geojson?layers=0\"\n", + "rtpa_map = gpd.read_file(rtpa_url)[[\"RTPA\",\"LABEL_RTPA\",\"geometry\"]]#.set_crs(\"ESRI:102600\", allow_override=True)\n", + "print(rtpa_map.crs)\n", + "rtpa_map = rtpa_map.to_crs(\"ESRI:102600\") # for sjoin later\n", + "print(rtpa_map.crs)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "07d77577-4810-4770-ba70-9f2e432d71ee", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# California Census Designated Places (2010), includes cities and CDPs\n", + "cdp_url=\"https://services6.arcgis.com/YBp5dUuxCMd8W1EI/arcgis/rest/services/California_Census_Designated_Places_2010/FeatureServer/0/query?outFields=*&where=1%3D1&f=geojson\"\n", + "keep_cdp_col=[\"FID\",\"NAME10\",\"NAMELSAD10\",\"geometry\"]\n", + "cdp_map= gpd.read_file(cdp_url)[keep_cdp_col].rename(columns={\"NAME10\":\"cdp_name\",\"NAMELSAD10\":\"name_lsad\"})#.set_crs(\"ESRI:102600\", allow_override=True)\n" + ] + }, + { + "cell_type": "markdown", + "id": "707b89a9-d18e-4de6-b8c8-d9895acc1006", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, + "source": [ + "### test getting centroid of CDPs" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "0577c9c8-4c7f-4665-846a-3895af55efa5", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 1523 entries, 0 to 1522\n", + "Data columns (total 5 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 FID 1523 non-null int64 \n", + " 1 cdp_name 1523 non-null object \n", + " 2 name_lsad 1523 non-null object \n", + " 3 geometry 1523 non-null geometry\n", + " 4 centroid 1523 non-null geometry\n", + "dtypes: geometry(2), int64(1), object(2)\n", + "memory usage: 59.6+ KB\n", + "\n", + "RangeIndex: 1523 entries, 0 to 1522\n", + "Data columns (total 4 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 FID 1523 non-null int64 \n", + " 1 cdp_name 1523 non-null object \n", + " 2 name_lsad 1523 non-null object \n", + " 3 geometry 1523 non-null geometry\n", + "dtypes: geometry(1), int64(1), object(2)\n", + "memory usage: 47.7+ KB\n" + ] + }, + { + "data": { + "text/plain": [ + "None" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "None" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "\n", + "Name: WGS 84\n", + "Axis Info [ellipsoidal]:\n", + "- Lat[north]: Geodetic latitude (degree)\n", + "- Lon[east]: Geodetic longitude (degree)\n", + "Area of Use:\n", + "- name: World.\n", + "- bounds: (-180.0, -90.0, 180.0, 90.0)\n", + "Datum: World Geodetic System 1984 ensemble\n", + "- Ellipsoid: WGS 84\n", + "- Prime Meridian: Greenwich" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "\n", + "Name: NAD_1983_California_Teale_Albers_FtUS\n", + "Axis Info [cartesian]:\n", + "- X[east]: Easting (US survey foot)\n", + "- Y[north]: Northing (US survey foot)\n", + "Area of Use:\n", + "- name: United States (USA) - California.\n", + "- bounds: (-124.45, 32.53, -114.12, 42.01)\n", + "Coordinate Operation:\n", + "- name: NAD_1983_California_Teale_Albers_FtUS\n", + "- method: Albers Equal Area\n", + "Datum: North American Datum 1983\n", + "- Ellipsoid: GRS 1980\n", + "- Prime Meridian: Greenwich" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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FIDcdp_namename_lsadgeometry
01TehamaTehama cityPOINT (-595373.083 9861237.699)
12Red BluffRed Bluff cityPOINT (-626074.577 9917237.059)
23CorningCorning cityPOINT (-611576.889 9827491.545)
34WilliamsWilliams cityPOINT (-605443.950 9543097.586)
45ColusaColusa cityPOINT (-568847.549 9562798.386)
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" + ], + "text/plain": [ + " FID cdp_name name_lsad geometry\n", + "0 1 Tehama Tehama city POINT (-595373.083 9861237.699)\n", + "1 2 Red Bluff Red Bluff city POINT (-626074.577 9917237.059)\n", + "2 3 Corning Corning city POINT (-611576.889 9827491.545)\n", + "3 4 Williams Williams city POINT (-605443.950 9543097.586)\n", + "4 5 Colusa Colusa city POINT (-568847.549 9562798.386)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cdp_map[\"centroid\"] = cdp_map[\"geometry\"].to_crs(\"ESRI:102600\").centroid # CRS used to create centoid. is not presistent\n", + "cdp_points= cdp_map.set_geometry(\"centroid\", drop=True)\n", + "\n", + "display(\n", + "cdp_map.info(),\n", + "cdp_points.info(), #geometry column here is point geometry \n", + "cdp_map.crs, # default CRS\n", + "cdp_points.crs, # new CRS\n", + "cdp_points.head(),\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "cb7e3579-9fc5-4657-88f5-d84201b09001", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
Make this Notebook Trusted to load map: File -> Trust Notebook
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cdp_points.explore() # some point are in the ocean (SF and a lot of bay area places)!! " + ] + }, + { + "cell_type": "markdown", + "id": "dc968d04-39bd-4ca8-a8e7-285f1bd8b114", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, + "source": [ + "## sjoin ~~`cities_map`~~ `cdp_map` gdf and `rtpa_map` gdf to attach RTPA name to cities" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "d325b510-10cf-4f83-b69c-8a9a295d548e", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cdp_points.crs == rtpa_map.crs\n", + "#both are ESRI:102600" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "1c82f328-39a1-45ec-9738-0accd1ed45ef", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 1523 entries, 0 to 1522\n", + "Data columns (total 7 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 FID 1523 non-null int64 \n", + " 1 cdp_name 1523 non-null object \n", + " 2 name_lsad 1523 non-null object \n", + " 3 geometry 1523 non-null geometry\n", + " 4 index_right 1521 non-null float64 \n", + " 5 RTPA 1521 non-null object \n", + " 6 LABEL_RTPA 1521 non-null object \n", + "dtypes: float64(1), geometry(1), int64(1), object(4)\n", + "memory usage: 95.2+ KB\n" + ] + }, + { + "data": { + "text/plain": [ + "1523" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "43" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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FIDcdp_namename_lsadgeometryindex_rightRTPALABEL_RTPA
862863AvalonAvalon cityPOINT (510003.406 7421706.792)NaNNaNNaN
889890San FranciscoSan Francisco cityPOINT (-777550.185 9040909.841)NaNNaNNaN
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" + ], + "text/plain": [ + " FID cdp_name name_lsad geometry \\\n", + "862 863 Avalon Avalon city POINT (510003.406 7421706.792) \n", + "889 890 San Francisco San Francisco city POINT (-777550.185 9040909.841) \n", + "\n", + " index_right RTPA LABEL_RTPA \n", + "862 NaN NaN NaN \n", + "889 NaN NaN NaN " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "None" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "\n", + "Name: NAD_1983_California_Teale_Albers_FtUS\n", + "Axis Info [cartesian]:\n", + "- X[east]: Easting (US survey foot)\n", + "- Y[north]: Northing (US survey foot)\n", + "Area of Use:\n", + "- name: United States (USA) - California.\n", + "- bounds: (-124.45, 32.53, -114.12, 42.01)\n", + "Coordinate Operation:\n", + "- name: NAD_1983_California_Teale_Albers_FtUS\n", + "- method: Albers Equal Area\n", + "Datum: North American Datum 1983\n", + "- Ellipsoid: GRS 1980\n", + "- Prime Meridian: Greenwich" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "city_to_rtpa = gpd.sjoin(\n", + " cdp_points, # includes cities and CDPs.\n", + " rtpa_map,\n", + " how=\"left\",\n", + " #how=\"inner\",\n", + " predicate=\"intersects\", \n", + " #predicate=\"within\",\n", + ")\n", + "# left, intersects = 1523 rows, 1521 CDPs matched,2 CDPs did not match to an RTPA (Avalon and City of San Francisco)\n", + "# inner, intersects = 1521 rows,1521 CDPs matched \n", + "# left, within = 1523 rows, 1521 CDPs matched,2 CDPs did not match to an RTPA\n", + "# inner, within = 1521 rows,1521 CDPs matched\n", + "\n", + "display(\n", + " len(cdp_points),\n", + " len(rtpa_map),\n", + " city_to_rtpa[city_to_rtpa[\"RTPA\"].isna()], # checking for unmerged cdps\n", + " city_to_rtpa.info(),\n", + " city_to_rtpa.crs\n", + "\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "9fb5ef04-1ec8-4dd8-a961-5afd2dd410ae", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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FIDcdp_namename_lsadgeometryindex_rightRTPALABEL_RTPA
862863AvalonAvalon cityPOINT (510003.406 7421706.792)NaNSouthern California Association of GovernmentsSCAG
889890San FranciscoSan Francisco cityPOINT (-777550.185 9040909.841)NaNMetropolitan Transportation CommissionMTC
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" + ], + "text/plain": [ + " FID cdp_name name_lsad geometry \\\n", + "862 863 Avalon Avalon city POINT (510003.406 7421706.792) \n", + "889 890 San Francisco San Francisco city POINT (-777550.185 9040909.841) \n", + "\n", + " index_right RTPA LABEL_RTPA \n", + "862 NaN Southern California Association of Governments SCAG \n", + "889 NaN Metropolitan Transportation Commission MTC " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# fix unmerged cdp rtpa rows \n", + "\n", + "#Avalon fix\n", + "city_to_rtpa.loc[city_to_rtpa[\"cdp_name\"]==\"Avalon\",(\"RTPA\",\"LABEL_RTPA\")] = (\"Southern California Association of Governments\", \"SCAG\")\n", + "\n", + "# San Francisco Fix\n", + "city_to_rtpa.loc[city_to_rtpa[\"cdp_name\"]==\"San Francisco\",(\"RTPA\",\"LABEL_RTPA\")] = (\"Metropolitan Transportation Commission\", \"MTC\")\n", + "\n", + "#check fix\n", + "city_to_rtpa[city_to_rtpa[\"cdp_name\"].isin([\"Avalon\",\"San Francisco\"])]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "5dc0d455-189c-4698-8054-3ce66cfe55c4", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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FIDcdp_namename_lsadgeometryindex_rightRTPALABEL_RTPA
13841385BayviewBayview CDPPOINT (-1157476.285 10150984.394)10.0Humboldt County Association of GovernmentsHumboldt CAG
10411042BayviewBayview CDPPOINT (-667585.382 9127613.797)20.0Metropolitan Transportation CommissionMTC
240241BurbankBurbank CDPPOINT (-560442.842 8875457.036)20.0Metropolitan Transportation CommissionMTC
852853BurbankBurbank cityPOINT (506926.263 7732433.446)35.0Southern California Association of GovernmentsSCAG
13271328Cold SpringsCold Springs CDPPOINT (-249560.830 9390874.336)7.0El Dorado County Transportation CommissionEl Dorado CTC
\n", + "
" + ], + "text/plain": [ + " FID cdp_name name_lsad geometry \\\n", + "1384 1385 Bayview Bayview CDP POINT (-1157476.285 10150984.394) \n", + "1041 1042 Bayview Bayview CDP POINT (-667585.382 9127613.797) \n", + "240 241 Burbank Burbank CDP POINT (-560442.842 8875457.036) \n", + "852 853 Burbank Burbank city POINT (506926.263 7732433.446) \n", + "1327 1328 Cold Springs Cold Springs CDP POINT (-249560.830 9390874.336) \n", + "\n", + " index_right RTPA \\\n", + "1384 10.0 Humboldt County Association of Governments \n", + "1041 20.0 Metropolitan Transportation Commission \n", + "240 20.0 Metropolitan Transportation Commission \n", + "852 35.0 Southern California Association of Governments \n", + "1327 7.0 El Dorado County Transportation Commission \n", + "\n", + " LABEL_RTPA \n", + "1384 Humboldt CAG \n", + "1041 MTC \n", + "240 MTC \n", + "852 SCAG \n", + "1327 El Dorado CTC " + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Why do these cdp occur twice?\n", + "check_names= [\n", + "\"Burbank\",\n", + "\"Paradise\",\n", + "\"Strawberry\",\n", + "\"Live Oak\",\n", + "\"Rolling Hills\",\n", + "\"Spring Valley\",\n", + "\"Cold Springs\",\n", + "\"Greenfield\",\n", + "\"Green Valley\",\n", + "\"Mountain View\",\n", + "\"El Cerrito\",\n", + "\"Franklin\",\n", + "\"San Miguel\",\n", + "\"Las Flores\",\n", + "\"Bayview\",\n", + "\"El Sobrante\"\n", + "]\n", + "\n", + "city_to_rtpa[city_to_rtpa[\"cdp_name\"].isin(check_names)].sort_values(by=\"cdp_name\").head()\n", + "\n", + "# Some places in CA have the same name, but are in different locations! Burbank in NorCal and Burbank in SoCal!\n", + "# after reviewing all these, theres should not be an conflicts since all the RTPs are in different locations/not conflicting" + ] + }, + { + "cell_type": "markdown", + "id": "b99b412a-6eb5-4b41-ab35-9dd738a81a6d", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, + "source": [ + "## merge `ntd_service` to `city_to_rtpa`\n", + "join on City. attach RTPA name to ntd annual data" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "4c88bb04-e42b-44ad-8c09-6fdad650e81f", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 424 entries, 0 to 423\n", + "Data columns (total 14 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 report_year 424 non-null int64 \n", + " 1 ntd_id 424 non-null object \n", + " 2 agency 424 non-null object \n", + " 3 reporter_type 424 non-null object \n", + " 4 organization_type 424 non-null object \n", + " 5 city 424 non-null object \n", + " 6 state 424 non-null object \n", + " 7 primary_uza_name 331 non-null object \n", + " 8 actual_vehicles_passenger_car_revenue_hours 424 non-null float64 \n", + " 9 actual_vehicles_passenger_car_revenue_miles 424 non-null float64 \n", + " 10 unlinked_passenger_trips_upt 424 non-null float64 \n", + " 11 cdp_name 415 non-null object \n", + " 12 RTPA 415 non-null object \n", + " 13 _merge 424 non-null category\n", + "dtypes: category(1), float64(3), int64(1), object(9)\n", + "memory usage: 46.9+ KB\n" + ] + } + ], + "source": [ + "ntd_data_to_rtpa = ntd_service.merge(\n", + " city_to_rtpa[[\"cdp_name\",\"RTPA\"]],\n", + " left_on=(\"city\"),\n", + " right_on=(\"cdp_name\"),\n", + " how=\"left\", # with left join, got some unmerged rows. aka reporters that dont appear in the city_to_rtpa list (CDP?). and fan out 1:m rows due to some dupe cdp names\n", + " indicator=True\n", + ")\n", + "ntd_data_to_rtpa.info() #424 rows " + ] + }, + { + "cell_type": "markdown", + "id": "29a64a3e-8379-44d6-8ac6-416e16b65d15", + "metadata": { + "tags": [] + }, + "source": [ + "## manual updates to `ntd_data_to_rtpa`\n" + ] + }, + { + "cell_type": "markdown", + "id": "ff8a55c6-586a-4b54-827d-943dda34d979", + "metadata": { + "tags": [] + }, + "source": [ + "### Rows with NaN RTPAs" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "cfc37a5b-9279-4548-8d0b-48da0ca533ed", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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report_yearagencycitycdp_nameRTPA
2402023City of McFarland, dba: McFarland City Transit...McfarlandNaNNaN
2412022City of McFarlandMcfarlandNaNNaN
3822022Palos Verdes Peninsula Transit AuthorityPalos Verdes PeninsulaNaNNaN
4012022County of VenturaVenturaNaNNaN
4022023County of VenturaVenturaNaNNaN
4172023Chemehuevi Indian TribeHavasu LakeNaNNaN
4182022Chemehuevi Indian TribeHavasu LakeNaNNaN
4212022North Fork Rancheria of Mono Indians of Califo...North ForkNaNNaN
4222023North Fork Rancheria of Mono Indians of Califo...North ForkNaNNaN
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" + ], + "text/plain": [ + " report_year agency \\\n", + "240 2023 City of McFarland, dba: McFarland City Transit... \n", + "241 2022 City of McFarland \n", + "382 2022 Palos Verdes Peninsula Transit Authority \n", + "401 2022 County of Ventura \n", + "402 2023 County of Ventura \n", + "417 2023 Chemehuevi Indian Tribe \n", + "418 2022 Chemehuevi Indian Tribe \n", + "421 2022 North Fork Rancheria of Mono Indians of Califo... \n", + "422 2023 North Fork Rancheria of Mono Indians of Califo... \n", + "\n", + " city cdp_name RTPA \n", + "240 Mcfarland NaN NaN \n", + "241 Mcfarland NaN NaN \n", + "382 Palos Verdes Peninsula NaN NaN \n", + "401 Ventura NaN NaN \n", + "402 Ventura NaN NaN \n", + "417 Havasu Lake NaN NaN \n", + "418 Havasu Lake NaN NaN \n", + "421 North Fork NaN NaN \n", + "422 North Fork NaN NaN " + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ntd_data_to_rtpa[ntd_data_to_rtpa[\"RTPA\"].isna()][[\"report_year\",\"agency\",\"city\",\"cdp_name\",\"RTPA\"]] # 9 rows didnt get an RTPA" + ] + }, + { + "cell_type": "markdown", + "id": "14ae10b4-e33e-4427-8485-32cfd87726cd", + "metadata": {}, + "source": [ + "### Unmerged agencies to RTPAs\n", + "- some agencies did not merge to an rtpa\n", + "- manually add the RTPA name to these rows" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "c218ba45-d07e-4745-8fcd-a7798d8e5843", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['Mcfarland', 'Palos Verdes Peninsula', 'Ventura', 'Havasu Lake', 'North Fork']" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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FIDcdp_namename_lsadgeometryindex_rightRTPALABEL_RTPA
9192McFarlandMcFarland cityPOINT (225014.644 8271632.704)12.0Kern Council of GovernmentsKCOG
600601San Buenaventura (Ventura)San Buenaventura (Ventura) cityPOINT (226239.897 7758058.837)35.0Southern California Association of GovernmentsSCAG
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FIDcdp_namename_lsadgeometry
9192McFarlandMcFarland cityPOINT (225014.644 8271632.704)
600601San Buenaventura (Ventura)San Buenaventura (Ventura) cityPOINT (226239.897 7758058.837)
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report_yearntd_idagencyreporter_typeorganization_typecitystateprimary_uza_nameactual_vehicles_passenger_car_revenue_hoursactual_vehicles_passenger_car_revenue_milesunlinked_passenger_trips_uptcdp_nameRTPA_merge
240202391110City of McFarland, dba: McFarland City Transit...Rural ReporterCity, County or Local Government Unit or Depar...McfarlandCANone1095.06518.03433.0NaNNaNleft_only
241202291110City of McFarlandRural ReporterCity, County or Local Government Unit or Depar...McfarlandCANone615.03817.02756.0NaNNaNleft_only
382202290287Palos Verdes Peninsula Transit AuthorityReduced ReporterIndependent Public Agency or Authority of Tran...Palos Verdes PeninsulaCALos Angeles--Long Beach--Anaheim, CA16411.0242914.0122042.0NaNNaNleft_only
401202290298County of VenturaReduced ReporterCity, County or Local Government Unit or Depar...VenturaCAThousand Oaks, CA2582.027909.032349.0NaNNaNleft_only
402202390298County of VenturaReduced ReporterCity, County or Local Government Unit or Depar...VenturaCAThousand Oaks, CA2604.029364.036267.0NaNNaNleft_only
417202399316Chemehuevi Indian TribeReduced ReporterTribeHavasu LakeCACalifornia Non-UZA6500.040000.0200000.0NaNNaNleft_only
418202299316Chemehuevi Indian TribeReduced ReporterTribeHavasu LakeCALake Havasu City, AZ7363.041000.0179723.0NaNNaNleft_only
421202299364North Fork Rancheria of Mono Indians of Califo...Reduced ReporterTribeNorth ForkCACalifornia Non-UZA135.06752.0484.0NaNNaNleft_only
422202399364North Fork Rancheria of Mono Indians of Califo...Reduced ReporterTribeNorth ForkCACalifornia Non-UZA129.06130.0602.0NaNNaNleft_only
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" + ], + "text/plain": [ + " report_year ntd_id agency \\\n", + "240 2023 91110 City of McFarland, dba: McFarland City Transit... \n", + "241 2022 91110 City of McFarland \n", + "382 2022 90287 Palos Verdes Peninsula Transit Authority \n", + "401 2022 90298 County of Ventura \n", + "402 2023 90298 County of Ventura \n", + "417 2023 99316 Chemehuevi Indian Tribe \n", + "418 2022 99316 Chemehuevi Indian Tribe \n", + "421 2022 99364 North Fork Rancheria of Mono Indians of Califo... \n", + "422 2023 99364 North Fork Rancheria of Mono Indians of Califo... \n", + "\n", + " reporter_type organization_type \\\n", + "240 Rural Reporter City, County or Local Government Unit or Depar... \n", + "241 Rural Reporter City, County or Local Government Unit or Depar... \n", + "382 Reduced Reporter Independent Public Agency or Authority of Tran... \n", + "401 Reduced Reporter City, County or Local Government Unit or Depar... \n", + "402 Reduced Reporter City, County or Local Government Unit or Depar... \n", + "417 Reduced Reporter Tribe \n", + "418 Reduced Reporter Tribe \n", + "421 Reduced Reporter Tribe \n", + "422 Reduced Reporter Tribe \n", + "\n", + " city state primary_uza_name \\\n", + "240 Mcfarland CA None \n", + "241 Mcfarland CA None \n", + "382 Palos Verdes Peninsula CA Los Angeles--Long Beach--Anaheim, CA \n", + "401 Ventura CA Thousand Oaks, CA \n", + "402 Ventura CA Thousand Oaks, CA \n", + "417 Havasu Lake CA California Non-UZA \n", + "418 Havasu Lake CA Lake Havasu City, AZ \n", + "421 North Fork CA California Non-UZA \n", + "422 North Fork CA California Non-UZA \n", + "\n", + " actual_vehicles_passenger_car_revenue_hours \\\n", + "240 1095.0 \n", + "241 615.0 \n", + "382 16411.0 \n", + "401 2582.0 \n", + "402 2604.0 \n", + "417 6500.0 \n", + "418 7363.0 \n", + "421 135.0 \n", + "422 129.0 \n", + "\n", + " actual_vehicles_passenger_car_revenue_miles \\\n", + "240 6518.0 \n", + "241 3817.0 \n", + "382 242914.0 \n", + "401 27909.0 \n", + "402 29364.0 \n", + "417 40000.0 \n", + "418 41000.0 \n", + "421 6752.0 \n", + "422 6130.0 \n", + "\n", + " unlinked_passenger_trips_upt cdp_name RTPA _merge \n", + "240 3433.0 NaN NaN left_only \n", + "241 2756.0 NaN NaN left_only \n", + "382 122042.0 NaN NaN left_only \n", + "401 32349.0 NaN NaN left_only \n", + "402 36267.0 NaN NaN left_only \n", + "417 200000.0 NaN NaN left_only \n", + "418 179723.0 NaN NaN left_only \n", + "421 484.0 NaN NaN left_only \n", + "422 602.0 NaN NaN left_only " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# checking unmerged CDP names existed in the cities lsit\n", + "city_check_list = list(ntd_data_to_rtpa[ntd_data_to_rtpa[\"_merge\"]==\"left_only\"][\"city\"].unique())\n", + "\n", + "pattern = \"|\".join(city_check_list)\n", + "\n", + "display(\n", + " city_check_list,\n", + " city_to_rtpa[city_to_rtpa[\"cdp_name\"].str.contains(pattern, case=False)],\n", + " cdp_points[cdp_points[\"cdp_name\"].str.contains(pattern, case=False)],\n", + " ntd_data_to_rtpa[ntd_data_to_rtpa[\"city\"].str.contains(pattern, case=False)]\n", + ")\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "29c9e403-70d6-4de6-bebb-d57935e2ee4a", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "update_dict={\n", + " \"Mcfarland\": (\"Mcfarland\",\"Kern Council of Governments\"),\n", + " \"Ventura\":(\"Ventura\",\"Southern California Association of Governments\"),\n", + " \"Palos Verdes Peninsula\":(\"Rolling Hills\",\"Southern California Association of Governments\"),# to match other entries for this agency\n", + " \"Havasu Lake\":(\"Havasu Lake\",\"Southern California Association of Governments\"), # aka Lake Havasu. shares zip code with Needles. so update to SCAG\n", + " \"North Fork\":(\"North Fork\",\"Madera County Transportation Commission\") #in Madera County, update to \n", + "}\n", + "\n", + "#make loop using update_dict:\n", + "for k,v in update_dict.items():\n", + " ntd_data_to_rtpa.loc[ntd_data_to_rtpa[\"city\"]==k,(\"cdp_name\",\"RTPA\")] = v\n", + " \n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "63deb9dc-14de-4159-9e53-2b5f536f3b1a", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
report_yearagencycitycdp_nameRTPA
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [report_year, agency, city, cdp_name, RTPA]\n", + "Index: []" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#check for NaN RTPAs again\n", + "ntd_data_to_rtpa[ntd_data_to_rtpa[\"RTPA\"].isna()][[\"report_year\",\"agency\",\"city\",\"cdp_name\",\"RTPA\"]] # all fixed!!" + ] + }, + { + "cell_type": "markdown", + "id": "c731843f-d8e8-4b78-b5c8-83764dbfef9b", + "metadata": { + "tags": [] + }, + "source": [ + "### Duplicate NTD ID fixes\n", + "- review ntd_id's with more than 2 rows. there are some CDPs with duplicate names. \n", + "- remove the rows with non-matching UZA to RTPA names" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "c16ea0ca-2fa6-4a25-949c-f03f290c293c", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "90256 4\n", + "90287 3\n", + "90003 2\n", + "90165 2\n", + "99442 2\n", + "Name: ntd_id, dtype: int64\n" + ] + }, + { + "data": { + "text/html": [ + "
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report_yearntd_idagencyreporter_typeorganization_typecitystateprimary_uza_nameactual_vehicles_passenger_car_revenue_hoursactual_vehicles_passenger_car_revenue_milesunlinked_passenger_trips_uptcdp_nameRTPA_merge
320202390256City of BurbankReduced ReporterCity, County or Local Government Unit or Depar...BurbankCALos Angeles--Long Beach--Anaheim, CA28827.0271752.0171517.0BurbankMetropolitan Transportation Commissionboth
321202390256City of BurbankReduced ReporterCity, County or Local Government Unit or Depar...BurbankCALos Angeles--Long Beach--Anaheim, CA28827.0271752.0171517.0BurbankSouthern California Association of Governmentsboth
322202290256City of BurbankReduced ReporterCity, County or Local Government Unit or Depar...BurbankCALos Angeles--Long Beach--Anaheim, CA27008.0243964.0161971.0BurbankMetropolitan Transportation Commissionboth
323202290256City of BurbankReduced ReporterCity, County or Local Government Unit or Depar...BurbankCALos Angeles--Long Beach--Anaheim, CA27008.0243964.0161971.0BurbankSouthern California Association of Governmentsboth
380202390287Palos Verdes Peninsula Transit AuthorityReduced ReporterIndependent Public Agency or Authority of Tran...Rolling HillsCALos Angeles--Long Beach--Anaheim, CA18785.0258339.0131176.0Rolling HillsMadera County Transportation Commissionboth
381202390287Palos Verdes Peninsula Transit AuthorityReduced ReporterIndependent Public Agency or Authority of Tran...Rolling HillsCALos Angeles--Long Beach--Anaheim, CA18785.0258339.0131176.0Rolling HillsSouthern California Association of Governmentsboth
382202290287Palos Verdes Peninsula Transit AuthorityReduced ReporterIndependent Public Agency or Authority of Tran...Palos Verdes PeninsulaCALos Angeles--Long Beach--Anaheim, CA16411.0242914.0122042.0Rolling HillsSouthern California Association of Governmentsleft_only
\n", + "
" + ], + "text/plain": [ + " report_year ntd_id agency \\\n", + "320 2023 90256 City of Burbank \n", + "321 2023 90256 City of Burbank \n", + "322 2022 90256 City of Burbank \n", + "323 2022 90256 City of Burbank \n", + "380 2023 90287 Palos Verdes Peninsula Transit Authority \n", + "381 2023 90287 Palos Verdes Peninsula Transit Authority \n", + "382 2022 90287 Palos Verdes Peninsula Transit Authority \n", + "\n", + " reporter_type organization_type \\\n", + "320 Reduced Reporter City, County or Local Government Unit or Depar... \n", + "321 Reduced Reporter City, County or Local Government Unit or Depar... \n", + "322 Reduced Reporter City, County or Local Government Unit or Depar... \n", + "323 Reduced Reporter City, County or Local Government Unit or Depar... \n", + "380 Reduced Reporter Independent Public Agency or Authority of Tran... \n", + "381 Reduced Reporter Independent Public Agency or Authority of Tran... \n", + "382 Reduced Reporter Independent Public Agency or Authority of Tran... \n", + "\n", + " city state primary_uza_name \\\n", + "320 Burbank CA Los Angeles--Long Beach--Anaheim, CA \n", + "321 Burbank CA Los Angeles--Long Beach--Anaheim, CA \n", + "322 Burbank CA Los Angeles--Long Beach--Anaheim, CA \n", + "323 Burbank CA Los Angeles--Long Beach--Anaheim, CA \n", + "380 Rolling Hills CA Los Angeles--Long Beach--Anaheim, CA \n", + "381 Rolling Hills CA Los Angeles--Long Beach--Anaheim, CA \n", + "382 Palos Verdes Peninsula CA Los Angeles--Long Beach--Anaheim, CA \n", + "\n", + " actual_vehicles_passenger_car_revenue_hours \\\n", + "320 28827.0 \n", + "321 28827.0 \n", + "322 27008.0 \n", + "323 27008.0 \n", + "380 18785.0 \n", + "381 18785.0 \n", + "382 16411.0 \n", + "\n", + " actual_vehicles_passenger_car_revenue_miles \\\n", + "320 271752.0 \n", + "321 271752.0 \n", + "322 243964.0 \n", + "323 243964.0 \n", + "380 258339.0 \n", + "381 258339.0 \n", + "382 242914.0 \n", + "\n", + " unlinked_passenger_trips_upt cdp_name \\\n", + "320 171517.0 Burbank \n", + "321 171517.0 Burbank \n", + "322 161971.0 Burbank \n", + "323 161971.0 Burbank \n", + "380 131176.0 Rolling Hills \n", + "381 131176.0 Rolling Hills \n", + "382 122042.0 Rolling Hills \n", + "\n", + " RTPA _merge \n", + "320 Metropolitan Transportation Commission both \n", + "321 Southern California Association of Governments both \n", + "322 Metropolitan Transportation Commission both \n", + "323 Southern California Association of Governments both \n", + "380 Madera County Transportation Commission both \n", + "381 Southern California Association of Governments both \n", + "382 Southern California Association of Governments left_only " + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "print(ntd_data_to_rtpa[\"ntd_id\"].value_counts().head()) # each ntd_id should have 2 rows, for 2022-2023\n", + "# 90256\n", + "# 90287\n", + "\n", + "check_ntd_id =[\n", + " \"90256\",\n", + " \"90287\"\n", + "]\n", + "ntd_data_to_rtpa[ntd_data_to_rtpa[\"ntd_id\"].isin(check_ntd_id)]" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "2039f72d-250a-4aa7-b2b7-2c969917bda9", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "90003 2\n", + "99292 2\n", + "99442 2\n", + "99454 2\n", + "90044 2\n", + "Name: ntd_id, dtype: int64\n" + ] + } + ], + "source": [ + "#identify conditions to drop rows by\n", + "remove_1 = (ntd_data_to_rtpa[\"ntd_id\"]==\"90256\") & (ntd_data_to_rtpa[\"RTPA\"]==\"Metropolitan Transportation Commission\")\n", + "remove_2 = (ntd_data_to_rtpa[\"ntd_id\"]==\"90287\") & (ntd_data_to_rtpa[\"RTPA\"]==\"Madera County Transportation Commission\")\n", + "\n", + "ntd_data_to_rtpa = ntd_data_to_rtpa[~(remove_1 | remove_2)]\n", + "\n", + "#check again\n", + "print(ntd_data_to_rtpa[\"ntd_id\"].value_counts().head())" + ] + }, + { + "cell_type": "markdown", + "id": "aa3b65e3-9ef6-4bc2-ac7b-89d3f5c60daa", + "metadata": {}, + "source": [ + "## finals checks" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "f28a1d67-2805-420c-8939-c08a223e88fb", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 421 entries, 0 to 423\n", + "Data columns (total 14 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 report_year 421 non-null int64 \n", + " 1 ntd_id 421 non-null object \n", + " 2 agency 421 non-null object \n", + " 3 reporter_type 421 non-null object \n", + " 4 organization_type 421 non-null object \n", + " 5 city 421 non-null object \n", + " 6 state 421 non-null object \n", + " 7 primary_uza_name 328 non-null object \n", + " 8 actual_vehicles_passenger_car_revenue_hours 421 non-null float64 \n", + " 9 actual_vehicles_passenger_car_revenue_miles 421 non-null float64 \n", + " 10 unlinked_passenger_trips_upt 421 non-null float64 \n", + " 11 cdp_name 421 non-null object \n", + " 12 RTPA 421 non-null object \n", + " 13 _merge 421 non-null category\n", + "dtypes: category(1), float64(3), int64(1), object(9)\n", + "memory usage: 46.6+ KB\n" + ] + }, + { + "data": { + "text/plain": [ + "True" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "None" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display(\n", + " len(ntd_service) == len(ntd_data_to_rtpa), # with left join, length should be the same since we removed duplicated rows\n", + " ntd_data_to_rtpa.info() #confirms that every column has data. except for primary uza, because the rural reporters dont get a uza name\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "19d83982-8f88-42e2-9621-7888b4545492", + "metadata": {}, + "source": [ + "## Create new ntd_id_to_rtpa_crosswalk file\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "761bbe8a-e471-447a-9f8b-7cf34d0b3e34", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 213 entries, 0 to 423\n", + "Data columns (total 5 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 ntd_id 213 non-null object\n", + " 1 agency 213 non-null object\n", + " 2 reporter_type 213 non-null object\n", + " 3 city 213 non-null object\n", + " 4 RTPA 213 non-null object\n", + "dtypes: object(5)\n", + "memory usage: 10.0+ KB\n" + ] + } + ], + "source": [ + "just_ntd_rtpa_info = ntd_data_to_rtpa[[\"ntd_id\",\"agency\",\"reporter_type\",\"city\",\"RTPA\"]].drop_duplicates(subset=[\"ntd_id\"])\n", + "\n", + "just_ntd_rtpa_info.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "59aa2351-addf-4c15-9ee5-c74a78bdd763", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "90003 1\n", + "90044 1\n", + "90052 1\n", + "90119 1\n", + "90149 1\n", + "Name: ntd_id, dtype: int64" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "Full Reporter 83\n", + "Reduced Reporter 79\n", + "Rural Reporter 51\n", + "Name: reporter_type, dtype: int64" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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ntd_idagencyreporter_typecityRTPA
090003San Francisco Bay Area Rapid Transit DistrictFull ReporterOaklandMetropolitan Transportation Commission
290004Golden Empire Transit DistrictFull ReporterBakersfieldKern Council of Governments
490006Santa Cruz Metropolitan Transit DistrictFull ReporterSanta CruzSanta Cruz County Regional Transportation Comm...
690008City of Santa Monica, dba: Big Blue BusFull ReporterSanta MonicaSouthern California Association of Governments
890009San Mateo County Transit DistrictFull ReporterSan CarlosMetropolitan Transportation Commission
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" + ], + "text/plain": [ + " ntd_id agency reporter_type \\\n", + "0 90003 San Francisco Bay Area Rapid Transit District Full Reporter \n", + "2 90004 Golden Empire Transit District Full Reporter \n", + "4 90006 Santa Cruz Metropolitan Transit District Full Reporter \n", + "6 90008 City of Santa Monica, dba: Big Blue Bus Full Reporter \n", + "8 90009 San Mateo County Transit District Full Reporter \n", + "\n", + " city RTPA \n", + "0 Oakland Metropolitan Transportation Commission \n", + "2 Bakersfield Kern Council of Governments \n", + "4 Santa Cruz Santa Cruz County Regional Transportation Comm... \n", + "6 Santa Monica Southern California Association of Governments \n", + "8 San Carlos Metropolitan Transportation Commission " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display(\n", + " just_ntd_rtpa_info[\"ntd_id\"].value_counts().head(),\n", + " just_ntd_rtpa_info[\"reporter_type\"].value_counts(),\n", + " just_ntd_rtpa_info.head()\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "8a2e209f-13bb-4a92-b526-ccaf9c7a9088", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 421 entries, 0 to 420\n", + "Data columns (total 16 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 report_year 421 non-null int64 \n", + " 1 ntd_id 421 non-null object \n", + " 2 agency_x 421 non-null object \n", + " 3 reporter_type_x 421 non-null object \n", + " 4 organization_type 421 non-null object \n", + " 5 city_x 421 non-null object \n", + " 6 state 421 non-null object \n", + " 7 primary_uza_name 328 non-null object \n", + " 8 actual_vehicles_passenger_car_revenue_hours 421 non-null float64 \n", + " 9 actual_vehicles_passenger_car_revenue_miles 421 non-null float64 \n", + " 10 unlinked_passenger_trips_upt 421 non-null float64 \n", + " 11 agency_y 421 non-null object \n", + " 12 reporter_type_y 421 non-null object \n", + " 13 city_y 421 non-null object \n", + " 14 RTPA 421 non-null object \n", + " 15 _merge 421 non-null category\n", + "dtypes: category(1), float64(3), int64(1), object(11)\n", + "memory usage: 53.2+ KB\n" + ] + }, + { + "data": { + "text/plain": [ + "None" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "both 421\n", + "left_only 0\n", + "right_only 0\n", + "Name: _merge, dtype: int64" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "## test merging this crosswalk back to ntd_service\n", + "\n", + "confirm_crosswalk = ntd_service.merge(\n", + " just_ntd_rtpa_info,\n", + " how=\"left\",\n", + " on=\"ntd_id\",\n", + " indicator=True\n", + ")\n", + "\n", + "display(\n", + " confirm_crosswalk.info(),\n", + " confirm_crosswalk[\"_merge\"].value_counts()\n", + ")\n", + "#GTG" + ] + }, + { + "cell_type": "markdown", + "id": "b483e9ae-199b-4a78-bbf2-9053fa4b080c", + "metadata": { + "tags": [] + }, + "source": [ + "## save to GCS\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "2bc77394-158c-4f51-aa9d-e3d3e32e170d", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "ntd_data_to_rtpa.to_parquet(f\"{GCS_FILE_PATH}annual_report_data_2022-2023.parquet\")\n", + "just_ntd_rtpa_info.to_parquet(f\"{GCS_FILE_PATH}ntd_id_rtpa_crosswalk_all_reporter_types.parquet\")" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "f41d2fc1-983a-4f6c-8da3-6796892a8b54", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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report_yearntd_idagencyreporter_typeorganization_typecitystateprimary_uza_nameactual_vehicles_passenger_car_revenue_hoursactual_vehicles_passenger_car_revenue_milesunlinked_passenger_trips_uptcdp_nameRTPA_merge
0202290003San Francisco Bay Area Rapid Transit DistrictFull ReporterIndependent Public Agency or Authority of Tran...OaklandCASan Francisco--Oakland, CA2486029.078554914.038224072.0OaklandMetropolitan Transportation Commissionboth
1202390003San Francisco Bay Area Rapid Transit District,...Full ReporterIndependent Public Agency or Authority of Tran...OaklandCASan Francisco--Oakland, CA2724074.085233749.050764402.0OaklandMetropolitan Transportation Commissionboth
2202390004Golden Empire Transit DistrictFull ReporterIndependent Public Agency or Authority of Tran...BakersfieldCABakersfield, CA289338.03924016.03293593.0BakersfieldKern Council of Governmentsboth
3202290004Golden Empire Transit DistrictFull ReporterIndependent Public Agency or Authority of Tran...BakersfieldCABakersfield, CA292325.03758507.03201046.0BakersfieldKern Council of Governmentsboth
4202390006Santa Cruz Metropolitan Transit DistrictFull ReporterIndependent Public Agency or Authority of Tran...Santa CruzCASanta Cruz, CA214748.02975126.03350026.0Santa CruzSanta Cruz County Regional Transportation Comm...both
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" + ], + "text/plain": [ + " report_year ntd_id agency \\\n", + "0 2022 90003 San Francisco Bay Area Rapid Transit District \n", + "1 2023 90003 San Francisco Bay Area Rapid Transit District,... \n", + "2 2023 90004 Golden Empire Transit District \n", + "3 2022 90004 Golden Empire Transit District \n", + "4 2023 90006 Santa Cruz Metropolitan Transit District \n", + "\n", + " reporter_type organization_type \\\n", + "0 Full Reporter Independent Public Agency or Authority of Tran... \n", + "1 Full Reporter Independent Public Agency or Authority of Tran... \n", + "2 Full Reporter Independent Public Agency or Authority of Tran... \n", + "3 Full Reporter Independent Public Agency or Authority of Tran... \n", + "4 Full Reporter Independent Public Agency or Authority of Tran... \n", + "\n", + " city state primary_uza_name \\\n", + "0 Oakland CA San Francisco--Oakland, CA \n", + "1 Oakland CA San Francisco--Oakland, CA \n", + "2 Bakersfield CA Bakersfield, CA \n", + "3 Bakersfield CA Bakersfield, CA \n", + "4 Santa Cruz CA Santa Cruz, CA \n", + "\n", + " actual_vehicles_passenger_car_revenue_hours \\\n", + "0 2486029.0 \n", + "1 2724074.0 \n", + "2 289338.0 \n", + "3 292325.0 \n", + "4 214748.0 \n", + "\n", + " actual_vehicles_passenger_car_revenue_miles unlinked_passenger_trips_upt \\\n", + "0 78554914.0 38224072.0 \n", + "1 85233749.0 50764402.0 \n", + "2 3924016.0 3293593.0 \n", + "3 3758507.0 3201046.0 \n", + "4 2975126.0 3350026.0 \n", + "\n", + " cdp_name RTPA _merge \n", + "0 Oakland Metropolitan Transportation Commission both \n", + "1 Oakland Metropolitan Transportation Commission both \n", + "2 Bakersfield Kern Council of Governments both \n", + "3 Bakersfield Kern Council of Governments both \n", + "4 Santa Cruz Santa Cruz County Regional Transportation Comm... both " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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ntd_idagencyreporter_typecityRTPA
090003San Francisco Bay Area Rapid Transit DistrictFull ReporterOaklandMetropolitan Transportation Commission
290004Golden Empire Transit DistrictFull ReporterBakersfieldKern Council of Governments
490006Santa Cruz Metropolitan Transit DistrictFull ReporterSanta CruzSanta Cruz County Regional Transportation Comm...
690008City of Santa Monica, dba: Big Blue BusFull ReporterSanta MonicaSouthern California Association of Governments
890009San Mateo County Transit DistrictFull ReporterSan CarlosMetropolitan Transportation Commission
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" + ], + "text/plain": [ + " ntd_id agency reporter_type \\\n", + "0 90003 San Francisco Bay Area Rapid Transit District Full Reporter \n", + "2 90004 Golden Empire Transit District Full Reporter \n", + "4 90006 Santa Cruz Metropolitan Transit District Full Reporter \n", + "6 90008 City of Santa Monica, dba: Big Blue Bus Full Reporter \n", + "8 90009 San Mateo County Transit District Full Reporter \n", + "\n", + " city RTPA \n", + "0 Oakland Metropolitan Transportation Commission \n", + "2 Bakersfield Kern Council of Governments \n", + "4 Santa Cruz Santa Cruz County Regional Transportation Comm... \n", + "6 Santa Monica Southern California Association of Governments \n", + "8 San Carlos Metropolitan Transportation Commission " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "test_data = pd.read_parquet(f\"{GCS_FILE_PATH}annual_report_data_2022-2023.parquet\")\n", + "test_crosswalk = pd.read_parquet(f\"{GCS_FILE_PATH}ntd_id_rtpa_crosswalk_all_reporter_types.parquet\")\n", + "\n", + "display(\n", + " test_data.head(),\n", + " test_crosswalk.head()\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "ce1f6906-c0ff-4284-9575-e28c52c93185", + "metadata": {}, + "outputs": [], + "source": [ + "def produce_annual_ntd_ridership_data_by_rtpa():\n", + " \"\"\"\n", + " Function that ingest ridership data from `dim_annual_service_agencies`, filters for CA agencies.\n", + " Merges in ntd_id_to_RTPA_crosswalk.\n", + " \n", + " \"\"\"\n", + " \n", + " print(\"ingest annual ridership data from warehouse\")\n", + " \n", + " ntd_service = (\n", + " tbls.mart_ntd.dim_annual_service_agencies()\n", + " >> filter(_.state == \"CA\")\n", + " >> select(\n", + " \"report_year\",\n", + " \"ntd_id\",\n", + " \"agency\",\n", + " \"reporter_type\",\n", + " \"organization_type\",\n", + " \"city\",\n", + " \"state\",\n", + " \"primary_uza_name\",\n", + " \"actual_vehicles_passenger_car_revenue_hours\",\n", + " \"actual_vehicles_passenger_car_revenue_miles\",\n", + " \"unlinked_passenger_trips_upt\",\n", + " )\n", + " >> collect())\n", + " \n", + " print(\"clean up warehouse data\")\n", + " #Moorpark Update\n", + " ntd_service.loc[ntd_service[\"ntd_id\"]==\"90227\",\"city\"] = \"Moorpark\"\n", + "\n", + " # Bell Gardens Update\n", + " ntd_service.loc[ntd_service[\"ntd_id\"]==\"90253\",\"city\"] = \"Bell Gardens\"\n", + "\n", + " # Cerritos Update\n", + " ntd_service.loc[ntd_service[\"ntd_id\"]==\"90259\",\"city\"] = \"Cerritos\"\n", + "\n", + " # Monterey Park Update\n", + " ntd_service.loc[ntd_service[\"ntd_id\"]==\"90286\",\"city\"] = \"Monterey Park\"\n", + " \n", + " print(\"read in new ntd_id_to_rtpa_all_reporter_types crosswalk\") \n", + " \n", + " ntd_to_rtpa_crosswalk = pd.read_parquet(f\"{GCS_FILE_PATH}ntd_id_rtpa_crosswalk_all_reporter_types.parquet\")\n", + " \n", + " print(\"merge ntd data to crosswalk\")\n", + " \n", + " ntd_data_by_rtpa = ntd_service.merge(\n", + " ntd_to_rtpa_crosswalk,\n", + " how=\"left\",\n", + " on=[\n", + " \"ntd_id\",\n", + " \"agency\",\n", + " \"reporter_type\",\n", + " \"city\"\n", + " ],\n", + " indicator=True\n", + " )\n", + " \n", + " print(ntd_data_by_rtpa._merge.value_counts())\n", + " \n", + " if len(ntd_data_by_rtpa[ntd_data_by_rtpa._merge==\"left_only\"]) > 0:\n", + " raise ValueError(\"There are unmerged rows to crosswalk\")\n", + " \n", + " return ntd_data_by_rtpa\n", + "\n", + "# will add step to export data to gcs in final script" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "48ddc1e8-0bf2-4d25-aad4-3cd225ee954b", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ingest annual ridership data from warehouse\n", + "clean up warehouse data\n", + "read in new ntd_id_to_rtpa_all_reporter_types crosswalk\n", + "merge ntd data to crosswalk\n", + "both 421\n", + "left_only 0\n", + "right_only 0\n", + "Name: _merge, dtype: int64\n" + ] + } + ], + "source": [ + "test_df = produce_annual_ntd_ridership_data_by_rtpa()" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "2e475629-1356-4385-8ad8-aebfd516daa5", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 421 entries, 0 to 420\n", + "Data columns (total 16 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 report_year 421 non-null int64 \n", + " 1 ntd_id 421 non-null object \n", + " 2 agency_x 421 non-null object \n", + " 3 reporter_type_x 421 non-null object \n", + " 4 organization_type 421 non-null object \n", + " 5 city_x 421 non-null object \n", + " 6 state 421 non-null object \n", + " 7 primary_uza_name 328 non-null object \n", + " 8 actual_vehicles_passenger_car_revenue_hours 421 non-null float64 \n", + " 9 actual_vehicles_passenger_car_revenue_miles 421 non-null float64 \n", + " 10 unlinked_passenger_trips_upt 421 non-null float64 \n", + " 11 agency_y 421 non-null object \n", + " 12 reporter_type_y 421 non-null object \n", + " 13 city_y 421 non-null object \n", + " 14 RTPA 421 non-null object \n", + " 15 _merge 421 non-null category\n", + "dtypes: category(1), float64(3), int64(1), object(11)\n", + "memory usage: 53.2+ KB\n" + ] + } + ], + "source": [ + "test_df.info()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9dd8bcd7-25a2-4fe2-a742-b0bcf90e7d19", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ntd_annual_ridership/annual_ridership_report_outline.ipynb b/ntd/annual_ridership_report/notes_annual_report.ipynb similarity index 99% rename from ntd_annual_ridership/annual_ridership_report_outline.ipynb rename to ntd/annual_ridership_report/notes_annual_report.ipynb index 8a8856cd2..f0d4f568f 100644 --- a/ntd_annual_ridership/annual_ridership_report_outline.ipynb +++ b/ntd/annual_ridership_report/notes_annual_report.ipynb @@ -32,7 +32,7 @@ "source": [ "## Goals \n", "\n", - "### be able to read in and clean up annual ridership data\n", + "### ~~be able to read in and clean up annual ridership data~~ COMPLETE\n", "- test reading in data from warehouse, use siuba?\n", "- filter data by agencies within the CA RTPAs\n", "- apply RTPA crosswalk to agencies\n", @@ -410,7 +410,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.11.6" } }, "nbformat": 4, diff --git a/ntd/rtpa_operator_explore.ipynb b/ntd/rtpa_operator_explore.ipynb index cecf5cfb2..dfc932825 100644 --- a/ntd/rtpa_operator_explore.ipynb +++ b/ntd/rtpa_operator_explore.ipynb @@ -143,6 +143,7 @@ "metadata": {}, "outputs": [], "source": [ + "# can get dates from GCS `calitp-analytics-data/data-analyses/gtfs_schedule/crosswalk`\n", "gtfs_to_org = create_gtfs_dataset_key_to_organization_crosswalk(\n", " \"2024-08-14\"\n", " )" @@ -157,7 +158,7 @@ { "data": { "text/plain": [ - "(206, 9)" + "(206, 10)" ] }, "execution_count": 6, @@ -203,8 +204,9 @@ " organization_source_record_id\n", " organization_name\n", " itp_id\n", - " caltrans_district\n", + " caltrans_district_x\n", " ntd_id_2022\n", + " caltrans_district_y\n", " \n", " \n", " \n", @@ -219,6 +221,7 @@ " 231.0\n", " 07 - Los Angeles\n", " 91058\n", + " 07 - Los Angeles / Ventura\n", " \n", " \n", " 1\n", @@ -231,6 +234,7 @@ " 380.0\n", " 07 - Los Angeles\n", " 90164\n", + " 07 - Los Angeles / Ventura\n", " \n", " \n", " 2\n", @@ -243,6 +247,7 @@ " 123.0\n", " 07 - Los Angeles\n", " 90035\n", + " 07 - Los Angeles / Ventura\n", " \n", " \n", " 3\n", @@ -255,6 +260,7 @@ " 308.0\n", " 07 - Los Angeles\n", " 90050\n", + " 07 - Los Angeles / Ventura\n", " \n", " \n", " 4\n", @@ -267,6 +273,7 @@ " 210.0\n", " 07 - Los Angeles\n", " 90227\n", + " 07 - Los Angeles / Ventura\n", " \n", " \n", "\n", @@ -294,12 +301,12 @@ "3 rec1ErIn9gG1Isk5W City of Simi Valley \n", "4 recojKzQsBzE1hjVu City of Moorpark \n", "\n", - " itp_id caltrans_district ntd_id_2022 \n", - "0 231.0 07 - Los Angeles 91058 \n", - "1 380.0 07 - Los Angeles 90164 \n", - "2 123.0 07 - Los Angeles 90035 \n", - "3 308.0 07 - Los Angeles 90050 \n", - "4 210.0 07 - Los Angeles 90227 " + " itp_id caltrans_district_x ntd_id_2022 caltrans_district_y \n", + "0 231.0 07 - Los Angeles 91058 07 - Los Angeles / Ventura \n", + "1 380.0 07 - Los Angeles 90164 07 - Los Angeles / Ventura \n", + "2 123.0 07 - Los Angeles 90035 07 - Los Angeles / Ventura \n", + "3 308.0 07 - Los Angeles 90050 07 - Los Angeles / Ventura \n", + "4 210.0 07 - Los Angeles 90227 07 - Los Angeles / Ventura " ] }, "execution_count": 7, @@ -350,7 +357,7 @@ { "data": { "text/plain": [ - "(206, 31)" + "(206, 30)" ] }, "metadata": {}, @@ -368,7 +375,6 @@ " 'hq_county',\n", " 'is_public_entity',\n", " 'is_publicly_operating',\n", - " 'itp_id',\n", " 'name',\n", " 'number_of_counties_with_service',\n", " 'number_of_state_counties',\n", @@ -377,7 +383,8 @@ " 'organization_source_record_id',\n", " 'organization_type',\n", " 'population',\n", - " 'primary_uza',\n", + " 'primary_uza_code',\n", + " 'primary_uza_name',\n", " 'reporter_type',\n", " 'schedule_gtfs_dataset_key',\n", " 'schedule_source_record_id',\n", @@ -385,7 +392,6 @@ " 'service_area_sq_miles',\n", " 'state_admin_funds_expended',\n", " 'subrecipient_type',\n", - " 'uza_name',\n", " 'vehicles_at_max_service',\n", " 'voms_do',\n", " 'voms_pt',\n", @@ -437,7 +443,6 @@ " base64_url\n", " organization_source_record_id\n", " organization_name\n", - " itp_id\n", " caltrans_district\n", " counties_served\n", " hq_city\n", @@ -448,7 +453,7 @@ " on_demand_vehicles_at_max_service\n", " vehicles_at_max_service\n", " number_of_state_counties\n", - " uza_name\n", + " primary_uza_name\n", " density\n", " number_of_counties_with_service\n", " state_admin_funds_expended\n", @@ -456,7 +461,7 @@ " population\n", " service_area_pop\n", " subrecipient_type\n", - " primary_uza\n", + " primary_uza_code\n", " reporter_type\n", " organization_type\n", " voms_pt\n", @@ -473,7 +478,6 @@ " aHR0cHM6Ly9nb3ZjYnVzLmNvbS9ndGZz\n", " reckQmUdXUzHFmlVf\n", " City of Ojai\n", - " 231.0\n", " 07 - Los Angeles\n", " None\n", " Ojai\n", @@ -494,7 +498,7 @@ " Rural General Public Transit\n", " None\n", " Rural Reporter\n", - " County or Local Government Unit or Department ...\n", + " City, County or Local Government Unit or Depar...\n", " <NA>\n", " 2\n", " 2022\n", @@ -507,7 +511,6 @@ " aHR0cHM6Ly9nb3ZjYnVzLmNvbS9ndGZz\n", " rec7EN71rsZxDFxZd\n", " Ventura County Transportation Commission\n", - " 380.0\n", " 07 - Los Angeles\n", " Santa Clara;Ventura\n", " Camarillo\n", @@ -528,7 +531,7 @@ " None\n", " None\n", " Full Reporter\n", - " Public Agency or Authority of Transit Service\n", + " Independent Public Agency or Authority of Tran...\n", " 45\n", " <NA>\n", " 2022\n", @@ -541,7 +544,6 @@ " aHR0cHM6Ly9nb3ZjYnVzLmNvbS9ndGZz\n", " recS7GnKTcQVX20HE\n", " Gold Coast Transit District\n", - " 123.0\n", " 07 - Los Angeles\n", " Ventura\n", " Oxnard\n", @@ -550,7 +552,7 @@ " True\n", " 5307;5310;5339\n", " 49\n", - " 71\n", + " 72\n", " <NA>\n", " Oxnard--San Buenaventura (Ventura), CA\n", " 4910.0\n", @@ -562,7 +564,7 @@ " None\n", " None\n", " Full Reporter\n", - " Public Agency or Authority of Transit Service\n", + " Independent Public Agency or Authority of Tran...\n", " 22\n", " 49\n", " 2022\n", @@ -575,7 +577,6 @@ " aHR0cHM6Ly9nb3ZjYnVzLmNvbS9ndGZz\n", " rec1ErIn9gG1Isk5W\n", " City of Simi Valley\n", - " 308.0\n", " 07 - Los Angeles\n", " Ventura\n", " Simi Valley\n", @@ -583,8 +584,8 @@ " True\n", " True\n", " 5307\n", - " 17\n", - " 17\n", + " 15\n", + " 15\n", " <NA>\n", " Simi Valley, CA\n", " 4027.0\n", @@ -596,7 +597,7 @@ " None\n", " None\n", " Reduced Reporter\n", - " County or Local Government Unit or Department ...\n", + " City, County or Local Government Unit or Depar...\n", " <NA>\n", " 17\n", " 2022\n", @@ -609,10 +610,9 @@ " aHR0cHM6Ly9nb3ZjYnVzLmNvbS9ndGZz\n", " recojKzQsBzE1hjVu\n", " City of Moorpark\n", - " 210.0\n", " 07 - Los Angeles\n", " Ventura\n", - " None\n", + " Moorpark\n", " Ventura\n", " True\n", " True\n", @@ -630,7 +630,7 @@ " None\n", " None\n", " Reduced Reporter\n", - " County or Local Government Unit or Department ...\n", + " City, County or Local Government Unit or Depar...\n", " 2\n", " <NA>\n", " 2022\n", @@ -661,12 +661,12 @@ "3 rec1ErIn9gG1Isk5W City of Simi Valley \n", "4 recojKzQsBzE1hjVu City of Moorpark \n", "\n", - " itp_id caltrans_district counties_served hq_city hq_county \\\n", - "0 231.0 07 - Los Angeles None Ojai None \n", - "1 380.0 07 - Los Angeles Santa Clara;Ventura Camarillo Ventura \n", - "2 123.0 07 - Los Angeles Ventura Oxnard Ventura \n", - "3 308.0 07 - Los Angeles Ventura Simi Valley Ventura \n", - "4 210.0 07 - Los Angeles Ventura None Ventura \n", + " caltrans_district counties_served hq_city hq_county \\\n", + "0 07 - Los Angeles None Ojai None \n", + "1 07 - Los Angeles Santa Clara;Ventura Camarillo Ventura \n", + "2 07 - Los Angeles Ventura Oxnard Ventura \n", + "3 07 - Los Angeles Ventura Simi Valley Ventura \n", + "4 07 - Los Angeles Ventura Moorpark Ventura \n", "\n", " is_public_entity is_publicly_operating funding_sources \\\n", "0 None None None \n", @@ -678,11 +678,11 @@ " on_demand_vehicles_at_max_service vehicles_at_max_service \\\n", "0 2 2 \n", "1 45 \n", - "2 49 71 \n", - "3 17 17 \n", + "2 49 72 \n", + "3 15 15 \n", "4 2 \n", "\n", - " number_of_state_counties uza_name density \\\n", + " number_of_state_counties primary_uza_name density \\\n", "0 None NaN \n", "1 Oxnard--San Buenaventura (Ventura), CA 4910.0 \n", "2 Oxnard--San Buenaventura (Ventura), CA 4910.0 \n", @@ -703,19 +703,19 @@ "3 50 127364.0 126356 \n", "4 12 213986.0 35975 \n", "\n", - " subrecipient_type primary_uza reporter_type \\\n", - "0 Rural General Public Transit None Rural Reporter \n", - "1 None None Full Reporter \n", - "2 None None Full Reporter \n", - "3 None None Reduced Reporter \n", - "4 None None Reduced Reporter \n", + " subrecipient_type primary_uza_code reporter_type \\\n", + "0 Rural General Public Transit None Rural Reporter \n", + "1 None None Full Reporter \n", + "2 None None Full Reporter \n", + "3 None None Reduced Reporter \n", + "4 None None Reduced Reporter \n", "\n", " organization_type voms_pt voms_do year \n", - "0 County or Local Government Unit or Department ... 2 2022 \n", - "1 Public Agency or Authority of Transit Service 45 2022 \n", - "2 Public Agency or Authority of Transit Service 22 49 2022 \n", - "3 County or Local Government Unit or Department ... 17 2022 \n", - "4 County or Local Government Unit or Department ... 2 2022 " + "0 City, County or Local Government Unit or Depar... 2 2022 \n", + "1 Independent Public Agency or Authority of Tran... 45 2022 \n", + "2 Independent Public Agency or Authority of Tran... 22 49 2022 \n", + "3 City, County or Local Government Unit or Depar... 17 2022 \n", + "4 City, County or Local Government Unit or Depar... 2 2022 " ] }, "execution_count": 10, @@ -959,7 +959,7 @@ "text/plain": [ "Index(['schedule_gtfs_dataset_key', 'name', 'schedule_source_record_id',\n", " 'base64_url', 'organization_source_record_id', 'organization_name',\n", - " 'itp_id', 'caltrans_district', 'ntd_id_2022'],\n", + " 'itp_id', 'caltrans_district_x', 'ntd_id_2022', 'caltrans_district_y'],\n", " dtype='object')" ] }, @@ -971,13 +971,13 @@ "text/plain": [ "Index(['schedule_gtfs_dataset_key', 'name', 'schedule_source_record_id',\n", " 'base64_url', 'organization_source_record_id', 'organization_name',\n", - " 'itp_id', 'caltrans_district', 'counties_served', 'hq_city',\n", - " 'hq_county', 'is_public_entity', 'is_publicly_operating',\n", - " 'funding_sources', 'on_demand_vehicles_at_max_service',\n", - " 'vehicles_at_max_service', 'number_of_state_counties', 'uza_name',\n", - " 'density', 'number_of_counties_with_service',\n", - " 'state_admin_funds_expended', 'service_area_sq_miles', 'population',\n", - " 'service_area_pop', 'subrecipient_type', 'primary_uza', 'reporter_type',\n", + " 'caltrans_district', 'counties_served', 'hq_city', 'hq_county',\n", + " 'is_public_entity', 'is_publicly_operating', 'funding_sources',\n", + " 'on_demand_vehicles_at_max_service', 'vehicles_at_max_service',\n", + " 'number_of_state_counties', 'primary_uza_name', 'density',\n", + " 'number_of_counties_with_service', 'state_admin_funds_expended',\n", + " 'service_area_sq_miles', 'population', 'service_area_pop',\n", + " 'subrecipient_type', 'primary_uza_code', 'reporter_type',\n", " 'organization_type', 'voms_pt', 'voms_do', 'year'],\n", " dtype='object')" ] @@ -1066,22 +1066,7 @@ " True True True True True True True True True True True True\n", " True True True True True True True True True True True True\n", " True True True True True True True True True True True True\n", - " True True True True True True True True True]\n", - "[ True True True True True True True True True True True True\n", - " True True True True True True True True True True True True\n", - " True False True True True True True True True True True True\n", - " True True True True True True True True True True True True\n", - " True True True True True True True True True True True True\n", - " True True True True True True True True True True True True\n", - " True True True True True True True True True True True True\n", - " True True True True True True True True True True True True\n", - " True True True True True True True True True True True True\n", - " True True True True True True True True True True True True\n", - " True True True True True True True True True True True True\n", - " True True True True True True True True True True True True\n", - " True True True True True True True True True True True True\n", - " True True True True True True True True True True True True\n", - " True True True True True True True True True True True True]\n" + " True True True True True True True True True]\n" ] } ], @@ -1091,7 +1076,7 @@ " \"name\",\n", " \"schedule_source_record_id\",\n", " \"organization_source_record_id\",\n", - " \"itp_id\"\n", + " #\"itp_id\"\n", "]\n", "\n", "for i in col:\n", @@ -1135,8 +1120,9 @@ " 'organization_source_record_id',\n", " 'organization_name',\n", " 'itp_id',\n", - " 'caltrans_district',\n", - " 'ntd_id_2022']" + " 'caltrans_district_x',\n", + " 'ntd_id_2022',\n", + " 'caltrans_district_y']" ] }, "execution_count": 14, @@ -1181,8 +1167,9 @@ " base64_url\n", " organization_source_record_id\n", " organization_name\n", - " caltrans_district\n", + " caltrans_district_x\n", " ntd_id_2022\n", + " caltrans_district_y\n", " \n", " \n", " \n", @@ -1196,6 +1183,7 @@ " 206\n", " 204\n", " 168\n", + " 206\n", " \n", " \n", " unique\n", @@ -1207,6 +1195,7 @@ " 189\n", " 12\n", " 153\n", + " 12\n", " \n", " \n", " top\n", @@ -1218,6 +1207,7 @@ " Yosemite National Park\n", " 07 - Los Angeles\n", " 90030\n", + " 07 - Los Angeles / Ventura\n", " \n", " \n", " freq\n", @@ -1229,6 +1219,7 @@ " 2\n", " 59\n", " 2\n", + " 60\n", " \n", " \n", "\n", @@ -1253,11 +1244,11 @@ "top recg58MziBRsVfavn Yosemite National Park \n", "freq 2 2 \n", "\n", - " caltrans_district ntd_id_2022 \n", - "count 204 168 \n", - "unique 12 153 \n", - "top 07 - Los Angeles 90030 \n", - "freq 59 2 " + " caltrans_district_x ntd_id_2022 caltrans_district_y \n", + "count 204 168 206 \n", + "unique 12 153 12 \n", + "top 07 - Los Angeles 90030 07 - Los Angeles / Ventura \n", + "freq 59 2 60 " ] }, "execution_count": 15, @@ -1303,8 +1294,9 @@ " organization_source_record_id\n", " organization_name\n", " itp_id\n", - " caltrans_district\n", + " caltrans_district_x\n", " ntd_id_2022\n", + " caltrans_district_y\n", " \n", " \n", " \n", @@ -1319,6 +1311,7 @@ " 271.0\n", " 03 - Marysville\n", " 90168\n", + " 03 - Marysville\n", " \n", " \n", " 114\n", @@ -1331,6 +1324,7 @@ " 271.0\n", " 03 - Marysville\n", " 90168\n", + " 03 - Marysville\n", " \n", " \n", "\n", @@ -1353,9 +1347,9 @@ "22 recUdTq5QiUjJRiAe City of Roseville 271.0 \n", "114 recUdTq5QiUjJRiAe City of Roseville 271.0 \n", "\n", - " caltrans_district ntd_id_2022 \n", - "22 03 - Marysville 90168 \n", - "114 03 - Marysville 90168 " + " caltrans_district_x ntd_id_2022 caltrans_district_y \n", + "22 03 - Marysville 90168 03 - Marysville \n", + "114 03 - Marysville 90168 03 - Marysville " ] }, "execution_count": 16, @@ -1401,8 +1395,9 @@ " organization_source_record_id\n", " organization_name\n", " itp_id\n", - " caltrans_district\n", + " caltrans_district_x\n", " ntd_id_2022\n", + " caltrans_district_y\n", " \n", " \n", " \n", @@ -1417,6 +1412,7 @@ " 23.0\n", " 03 - Marysville\n", " 91032\n", + " 03 - Marysville\n", " \n", " \n", " 22\n", @@ -1429,6 +1425,7 @@ " 271.0\n", " 03 - Marysville\n", " 90168\n", + " 03 - Marysville\n", " \n", " \n", " 114\n", @@ -1441,6 +1438,7 @@ " 271.0\n", " 03 - Marysville\n", " 90168\n", + " 03 - Marysville\n", " \n", " \n", " 186\n", @@ -1453,6 +1451,7 @@ " 101.0\n", " 03 - Marysville\n", " 90229\n", + " 03 - Marysville\n", " \n", " \n", " 175\n", @@ -1465,6 +1464,7 @@ " 251.0\n", " 03 - Marysville\n", " 90196\n", + " 03 - Marysville\n", " \n", " \n", "\n", @@ -1499,12 +1499,12 @@ "186 recEDVdKwYUSkGBRd El Dorado County Transit Authority 101.0 \n", "175 recDD2rnkl2m7IV8u Placer County 251.0 \n", "\n", - " caltrans_district ntd_id_2022 \n", - "46 03 - Marysville 91032 \n", - "22 03 - Marysville 90168 \n", - "114 03 - Marysville 90168 \n", - "186 03 - Marysville 90229 \n", - "175 03 - Marysville 90196 " + " caltrans_district_x ntd_id_2022 caltrans_district_y \n", + "46 03 - Marysville 91032 03 - Marysville \n", + "22 03 - Marysville 90168 03 - Marysville \n", + "114 03 - Marysville 90168 03 - Marysville \n", + "186 03 - Marysville 90229 03 - Marysville \n", + "175 03 - Marysville 90196 03 - Marysville " ] }, "metadata": {}, @@ -1537,7 +1537,6 @@ " base64_url\n", " organization_source_record_id\n", " organization_name\n", - " itp_id\n", " caltrans_district\n", " counties_served\n", " hq_city\n", @@ -1548,7 +1547,7 @@ " on_demand_vehicles_at_max_service\n", " vehicles_at_max_service\n", " number_of_state_counties\n", - " uza_name\n", + " primary_uza_name\n", " density\n", " number_of_counties_with_service\n", " state_admin_funds_expended\n", @@ -1556,7 +1555,7 @@ " population\n", " service_area_pop\n", " subrecipient_type\n", - " primary_uza\n", + " primary_uza_code\n", " reporter_type\n", " organization_type\n", " voms_pt\n", @@ -1573,7 +1572,6 @@ " aHR0cHM6Ly9kYXRhLnRyaWxsaXVtdHJhbnNpdC5jb20vZ3...\n", " recEDVdKwYUSkGBRd\n", " El Dorado County Transit Authority\n", - " 101.0\n", " 03 - Marysville\n", " El Dorado\n", " Diamond Springs\n", @@ -1581,8 +1579,8 @@ " True\n", " True\n", " 5307;5310;5311;5339\n", - " 16\n", - " 16\n", + " 17\n", + " 17\n", " <NA>\n", " Sacramento, CA\n", " 4163.0\n", @@ -1594,7 +1592,7 @@ " None\n", " None\n", " Reduced Reporter\n", - " Public Agency or Authority of Transit Service\n", + " Independent Public Agency or Authority of Tran...\n", " <NA>\n", " 16\n", " 2022\n", @@ -1607,7 +1605,6 @@ " aHR0cHM6Ly9yb3NldmlsbGVidXN0cmFja2VyLmNvbS9ndGZz\n", " recUdTq5QiUjJRiAe\n", " City of Roseville\n", - " 271.0\n", " 03 - Marysville\n", " Placer\n", " Roseville\n", @@ -1628,7 +1625,7 @@ " None\n", " None\n", " Reduced Reporter\n", - " County or Local Government Unit or Department ...\n", + " City, County or Local Government Unit or Depar...\n", " 24\n", " <NA>\n", " 2022\n", @@ -1641,7 +1638,6 @@ " aHR0cHM6Ly9pcG9ydGFsLnNhY3J0LmNvbS9HVEZTL1Jvc2...\n", " recUdTq5QiUjJRiAe\n", " City of Roseville\n", - " 271.0\n", " 03 - Marysville\n", " Placer\n", " Roseville\n", @@ -1662,7 +1658,7 @@ " None\n", " None\n", " Reduced Reporter\n", - " County or Local Government Unit or Department ...\n", + " City, County or Local Government Unit or Depar...\n", " 24\n", " <NA>\n", " 2022\n", @@ -1675,7 +1671,6 @@ " aHR0cHM6Ly9kYXRhLnRyaWxsaXVtdHJhbnNpdC5jb20vZ3...\n", " recDD2rnkl2m7IV8u\n", " Placer County\n", - " 251.0\n", " 03 - Marysville\n", " Placer\n", " Auburn\n", @@ -1683,8 +1678,8 @@ " True\n", " True\n", " 5307;5311;5339\n", - " 17\n", - " 45\n", + " 21\n", + " 47\n", " <NA>\n", " Sacramento, CA\n", " 4163.0\n", @@ -1696,7 +1691,7 @@ " None\n", " None\n", " Full Reporter\n", - " County or Local Government Unit or Department ...\n", + " City, County or Local Government Unit or Depar...\n", " 28\n", " 17\n", " 2022\n", @@ -1724,11 +1719,11 @@ "114 aHR0cHM6Ly9pcG9ydGFsLnNhY3J0LmNvbS9HVEZTL1Jvc2... \n", "175 aHR0cHM6Ly9kYXRhLnRyaWxsaXVtdHJhbnNpdC5jb20vZ3... \n", "\n", - " organization_source_record_id organization_name itp_id \\\n", - "186 recEDVdKwYUSkGBRd El Dorado County Transit Authority 101.0 \n", - "22 recUdTq5QiUjJRiAe City of Roseville 271.0 \n", - "114 recUdTq5QiUjJRiAe City of Roseville 271.0 \n", - "175 recDD2rnkl2m7IV8u Placer County 251.0 \n", + " organization_source_record_id organization_name \\\n", + "186 recEDVdKwYUSkGBRd El Dorado County Transit Authority \n", + "22 recUdTq5QiUjJRiAe City of Roseville \n", + "114 recUdTq5QiUjJRiAe City of Roseville \n", + "175 recDD2rnkl2m7IV8u Placer County \n", "\n", " caltrans_district counties_served hq_city hq_county \\\n", "186 03 - Marysville El Dorado Diamond Springs El Dorado \n", @@ -1743,16 +1738,16 @@ "175 True True 5307;5311;5339 \n", "\n", " on_demand_vehicles_at_max_service vehicles_at_max_service \\\n", - "186 16 16 \n", + "186 17 17 \n", "22 24 \n", "114 24 \n", - "175 17 45 \n", + "175 21 47 \n", "\n", - " number_of_state_counties uza_name density \\\n", - "186 Sacramento, CA 4163.0 \n", - "22 Sacramento, CA 4163.0 \n", - "114 Sacramento, CA 4163.0 \n", - "175 Sacramento, CA 4163.0 \n", + " number_of_state_counties primary_uza_name density \\\n", + "186 Sacramento, CA 4163.0 \n", + "22 Sacramento, CA 4163.0 \n", + "114 Sacramento, CA 4163.0 \n", + "175 Sacramento, CA 4163.0 \n", "\n", " number_of_counties_with_service state_admin_funds_expended \\\n", "186 NaN \n", @@ -1766,17 +1761,17 @@ "114 43 1946618.0 153300 None \n", "175 169 1946618.0 392258 None \n", "\n", - " primary_uza reporter_type \\\n", - "186 None Reduced Reporter \n", - "22 None Reduced Reporter \n", - "114 None Reduced Reporter \n", - "175 None Full Reporter \n", + " primary_uza_code reporter_type \\\n", + "186 None Reduced Reporter \n", + "22 None Reduced Reporter \n", + "114 None Reduced Reporter \n", + "175 None Full Reporter \n", "\n", " organization_type voms_pt voms_do year \n", - "186 Public Agency or Authority of Transit Service 16 2022 \n", - "22 County or Local Government Unit or Department ... 24 2022 \n", - "114 County or Local Government Unit or Department ... 24 2022 \n", - "175 County or Local Government Unit or Department ... 28 17 2022 " + "186 Independent Public Agency or Authority of Tran... 16 2022 \n", + "22 City, County or Local Government Unit or Depar... 24 2022 \n", + "114 City, County or Local Government Unit or Depar... 24 2022 \n", + "175 City, County or Local Government Unit or Depar... 28 17 2022 " ] }, "metadata": {}, @@ -1809,7 +1804,6 @@ " base64_url\n", " organization_source_record_id\n", " organization_name\n", - " itp_id\n", " caltrans_district\n", " counties_served\n", " hq_city\n", @@ -1820,7 +1814,7 @@ " on_demand_vehicles_at_max_service\n", " vehicles_at_max_service\n", " number_of_state_counties\n", - " uza_name\n", + " primary_uza_name\n", " density\n", " number_of_counties_with_service\n", " state_admin_funds_expended\n", @@ -1828,7 +1822,7 @@ " population\n", " service_area_pop\n", " subrecipient_type\n", - " primary_uza\n", + " primary_uza_code\n", " reporter_type\n", " organization_type\n", " voms_pt\n", @@ -1845,7 +1839,6 @@ " aHR0cHM6Ly93d3cuYXVidXJuLmNhLmdvdi9Eb2N1bWVudE...\n", " recbW86Xrtuw8PhiU\n", " City of Auburn\n", - " 23.0\n", " 03 - Marysville\n", " None\n", " Auburn\n", @@ -1866,7 +1859,7 @@ " Rural General Public Transit\n", " None\n", " Rural Reporter\n", - " County or Local Government Unit or Department ...\n", + " City, County or Local Government Unit or Depar...\n", " <NA>\n", " 6\n", " 2022\n", @@ -1885,8 +1878,8 @@ " base64_url \\\n", "46 aHR0cHM6Ly93d3cuYXVidXJuLmNhLmdvdi9Eb2N1bWVudE... \n", "\n", - " organization_source_record_id organization_name itp_id caltrans_district \\\n", - "46 recbW86Xrtuw8PhiU City of Auburn 23.0 03 - Marysville \n", + " organization_source_record_id organization_name caltrans_district \\\n", + "46 recbW86Xrtuw8PhiU City of Auburn 03 - Marysville \n", "\n", " counties_served hq_city hq_county is_public_entity is_publicly_operating \\\n", "46 None Auburn None None None \n", @@ -1894,20 +1887,20 @@ " funding_sources on_demand_vehicles_at_max_service \\\n", "46 None 6 \n", "\n", - " vehicles_at_max_service number_of_state_counties uza_name density \\\n", - "46 6 None NaN \n", + " vehicles_at_max_service number_of_state_counties primary_uza_name \\\n", + "46 6 None \n", "\n", - " number_of_counties_with_service state_admin_funds_expended \\\n", - "46 NaN \n", + " density number_of_counties_with_service state_admin_funds_expended \\\n", + "46 NaN NaN \n", "\n", " service_area_sq_miles population service_area_pop \\\n", "46 NaN \n", "\n", - " subrecipient_type primary_uza reporter_type \\\n", - "46 Rural General Public Transit None Rural Reporter \n", + " subrecipient_type primary_uza_code reporter_type \\\n", + "46 Rural General Public Transit None Rural Reporter \n", "\n", " organization_type voms_pt voms_do year \n", - "46 County or Local Government Unit or Department ... 6 2022 " + "46 City, County or Local Government Unit or Depar... 6 2022 " ] }, "metadata": {}, @@ -1940,7 +1933,6 @@ " base64_url\n", " organization_source_record_id\n", " organization_name\n", - " itp_id\n", " caltrans_district\n", " counties_served\n", " hq_city\n", @@ -1951,7 +1943,7 @@ " on_demand_vehicles_at_max_service\n", " vehicles_at_max_service\n", " number_of_state_counties\n", - " uza_name\n", + " primary_uza_name\n", " density\n", " number_of_counties_with_service\n", " state_admin_funds_expended\n", @@ -1959,7 +1951,7 @@ " population\n", " service_area_pop\n", " subrecipient_type\n", - " primary_uza\n", + " primary_uza_code\n", " reporter_type\n", " organization_type\n", " voms_pt\n", @@ -1974,7 +1966,7 @@ ], "text/plain": [ "Empty DataFrame\n", - "Columns: [schedule_gtfs_dataset_key, name, schedule_source_record_id, base64_url, organization_source_record_id, organization_name, itp_id, caltrans_district, counties_served, hq_city, hq_county, is_public_entity, is_publicly_operating, funding_sources, on_demand_vehicles_at_max_service, vehicles_at_max_service, number_of_state_counties, uza_name, density, number_of_counties_with_service, state_admin_funds_expended, service_area_sq_miles, population, service_area_pop, subrecipient_type, primary_uza, reporter_type, organization_type, voms_pt, voms_do, year]\n", + "Columns: [schedule_gtfs_dataset_key, name, schedule_source_record_id, base64_url, organization_source_record_id, organization_name, caltrans_district, counties_served, hq_city, hq_county, is_public_entity, is_publicly_operating, funding_sources, on_demand_vehicles_at_max_service, vehicles_at_max_service, number_of_state_counties, primary_uza_name, density, number_of_counties_with_service, state_admin_funds_expended, service_area_sq_miles, population, service_area_pop, subrecipient_type, primary_uza_code, reporter_type, organization_type, voms_pt, voms_do, year]\n", "Index: []" ] }, @@ -2048,8 +2040,9 @@ " organization_source_record_id\n", " organization_name\n", " itp_id\n", - " caltrans_district\n", + " caltrans_district_x\n", " ntd_id_2022\n", + " caltrans_district_y\n", " \n", " \n", " \n", @@ -2064,6 +2057,7 @@ " 23.0\n", " 03 - Marysville\n", " 91032\n", + " 03 - Marysville\n", " \n", " \n", " 186\n", @@ -2076,6 +2070,7 @@ " 101.0\n", " 03 - Marysville\n", " 90229\n", + " 03 - Marysville\n", " \n", " \n", " 175\n", @@ -2088,6 +2083,7 @@ " 251.0\n", " 03 - Marysville\n", " 90196\n", + " 03 - Marysville\n", " \n", " \n", " 114\n", @@ -2100,6 +2096,7 @@ " 271.0\n", " 03 - Marysville\n", " 90168\n", + " 03 - Marysville\n", " \n", " \n", " 22\n", @@ -2112,6 +2109,7 @@ " 271.0\n", " 03 - Marysville\n", " 90168\n", + " 03 - Marysville\n", " \n", " \n", "\n", @@ -2146,12 +2144,12 @@ "114 recUdTq5QiUjJRiAe City of Roseville 271.0 \n", "22 recUdTq5QiUjJRiAe City of Roseville 271.0 \n", "\n", - " caltrans_district ntd_id_2022 \n", - "46 03 - Marysville 91032 \n", - "186 03 - Marysville 90229 \n", - "175 03 - Marysville 90196 \n", - "114 03 - Marysville 90168 \n", - "22 03 - Marysville 90168 " + " caltrans_district_x ntd_id_2022 caltrans_district_y \n", + "46 03 - Marysville 91032 03 - Marysville \n", + "186 03 - Marysville 90229 03 - Marysville \n", + "175 03 - Marysville 90196 03 - Marysville \n", + "114 03 - Marysville 90168 03 - Marysville \n", + "22 03 - Marysville 90168 03 - Marysville " ] }, "execution_count": 18, @@ -2208,8 +2206,9 @@ " organization_source_record_id\n", " organization_name\n", " itp_id\n", - " caltrans_district\n", + " caltrans_district_x\n", " ntd_id_2022\n", + " caltrans_district_y\n", " \n", " \n", " \n", @@ -2224,6 +2223,7 @@ " 231.0\n", " 07 - Los Angeles\n", " 91058\n", + " 07 - Los Angeles / Ventura\n", " \n", " \n", "\n", @@ -2236,11 +2236,11 @@ " schedule_source_record_id base64_url \\\n", "0 recrAG7e0oOiR6FiP aHR0cHM6Ly9nb3ZjYnVzLmNvbS9ndGZz \n", "\n", - " organization_source_record_id organization_name itp_id caltrans_district \\\n", - "0 reckQmUdXUzHFmlVf City of Ojai 231.0 07 - Los Angeles \n", + " organization_source_record_id organization_name itp_id caltrans_district_x \\\n", + "0 reckQmUdXUzHFmlVf City of Ojai 231.0 07 - Los Angeles \n", "\n", - " ntd_id_2022 \n", - "0 91058 " + " ntd_id_2022 caltrans_district_y \n", + "0 91058 07 - Los Angeles / Ventura " ] }, "metadata": {}, @@ -2274,8 +2274,9 @@ " organization_source_record_id\n", " organization_name\n", " itp_id\n", - " caltrans_district\n", + " caltrans_district_x\n", " ntd_id_2022\n", + " caltrans_district_y\n", " \n", " \n", " \n", @@ -2290,6 +2291,7 @@ " 231.0\n", " 07 - Los Angeles\n", " 91058\n", + " 07 - Los Angeles / Ventura\n", " \n", " \n", " 1\n", @@ -2302,6 +2304,7 @@ " 380.0\n", " 07 - Los Angeles\n", " 90164\n", + " 07 - Los Angeles / Ventura\n", " \n", " \n", " 2\n", @@ -2314,6 +2317,7 @@ " 123.0\n", " 07 - Los Angeles\n", " 90035\n", + " 07 - Los Angeles / Ventura\n", " \n", " \n", " 3\n", @@ -2326,6 +2330,7 @@ " 308.0\n", " 07 - Los Angeles\n", " 90050\n", + " 07 - Los Angeles / Ventura\n", " \n", " \n", " 4\n", @@ -2338,6 +2343,7 @@ " 210.0\n", " 07 - Los Angeles\n", " 90227\n", + " 07 - Los Angeles / Ventura\n", " \n", " \n", " 5\n", @@ -2350,6 +2356,7 @@ " 337.0\n", " 07 - Los Angeles\n", " 90165\n", + " 07 - Los Angeles / Ventura\n", " \n", " \n", " 6\n", @@ -2362,6 +2369,7 @@ " 54.0\n", " 07 - Los Angeles\n", " 90163\n", + " 07 - Los Angeles / Ventura\n", " \n", " \n", "\n", @@ -2395,14 +2403,14 @@ "5 recPJULRJk1Yn824N City of Thousand Oaks \n", "6 recD4Vzt0EDC3VY7I City of Camarillo \n", "\n", - " itp_id caltrans_district ntd_id_2022 \n", - "0 231.0 07 - Los Angeles 91058 \n", - "1 380.0 07 - Los Angeles 90164 \n", - "2 123.0 07 - Los Angeles 90035 \n", - "3 308.0 07 - Los Angeles 90050 \n", - "4 210.0 07 - Los Angeles 90227 \n", - "5 337.0 07 - Los Angeles 90165 \n", - "6 54.0 07 - Los Angeles 90163 " + " itp_id caltrans_district_x ntd_id_2022 caltrans_district_y \n", + "0 231.0 07 - Los Angeles 91058 07 - Los Angeles / Ventura \n", + "1 380.0 07 - Los Angeles 90164 07 - Los Angeles / Ventura \n", + "2 123.0 07 - Los Angeles 90035 07 - Los Angeles / Ventura \n", + "3 308.0 07 - Los Angeles 90050 07 - Los Angeles / Ventura \n", + "4 210.0 07 - Los Angeles 90227 07 - Los Angeles / Ventura \n", + "5 337.0 07 - Los Angeles 90165 07 - Los Angeles / Ventura \n", + "6 54.0 07 - Los Angeles 90163 07 - Los Angeles / Ventura " ] }, "metadata": {}, @@ -2520,6 +2528,15 @@ " \n", " \n", " 60\n", + " 90229\n", + " 9229\n", + " El Dorado County Transit Authority\n", + " Sacramento, CA\n", + " Sacramento Area Council of Governments\n", + " El Dorado County Transportation Commission\n", + " \n", + " \n", + " 61\n", " 90168\n", " 9168\n", " City of Roseville\n", @@ -2528,7 +2545,7 @@ " Placer County Transportation Planning Agency\n", " \n", " \n", - " 61\n", + " 62\n", " 90196\n", " 9196\n", " County of Placer\n", @@ -2537,29 +2554,20 @@ " Placer County Transportation Planning Agency\n", " \n", " \n", - " 63\n", - " 90229\n", - " 9229\n", - " El Dorado County Transit Authority\n", - " Sacramento, CA\n", - " Sacramento Area Council of Governments\n", - " El Dorado County Transportation Commission\n", - " \n", - " \n", - " 117\n", + " 70\n", " 91032\n", " 91032\n", " City of Auburn\n", - " Sacramento,CA\n", + " Sacramento, CA\n", " Placer County Transportation Planning Agency\n", " Placer County Transportation Planning Agency\n", " \n", " \n", - " 118\n", - " 91032\n", - " 91032\n", - " City of Auburn\n", - " Sacramento,CA\n", + " 121\n", + " 90168\n", + " NaN\n", + " City of Roseville\n", + " Sacramento, CA\n", " Placer County Transportation Planning Agency\n", " Placer County Transportation Planning Agency\n", " \n", @@ -2569,25 +2577,25 @@ ], "text/plain": [ " ntd_id Legacy NTD ID Agency UZA Name \\\n", - "60 90168 9168 City of Roseville Sacramento, CA \n", - "61 90196 9196 County of Placer Sacramento, CA \n", - "63 90229 9229 El Dorado County Transit Authority Sacramento, CA \n", - "117 91032 91032 City of Auburn Sacramento,CA \n", - "118 91032 91032 City of Auburn Sacramento,CA \n", + "60 90229 9229 El Dorado County Transit Authority Sacramento, CA \n", + "61 90168 9168 City of Roseville Sacramento, CA \n", + "62 90196 9196 County of Placer Sacramento, CA \n", + "70 91032 91032 City of Auburn Sacramento, CA \n", + "121 90168 NaN City of Roseville Sacramento, CA \n", "\n", " RTPA_open_data \\\n", "60 Sacramento Area Council of Governments \n", "61 Sacramento Area Council of Governments \n", - "63 Sacramento Area Council of Governments \n", - "117 Placer County Transportation Planning Agency \n", - "118 Placer County Transportation Planning Agency \n", + "62 Sacramento Area Council of Governments \n", + "70 Placer County Transportation Planning Agency \n", + "121 Placer County Transportation Planning Agency \n", "\n", " RTPA \n", - "60 Placer County Transportation Planning Agency \n", + "60 El Dorado County Transportation Commission \n", "61 Placer County Transportation Planning Agency \n", - "63 El Dorado County Transportation Commission \n", - "117 Placer County Transportation Planning Agency \n", - "118 Placer County Transportation Planning Agency " + "62 Placer County Transportation Planning Agency \n", + "70 Placer County Transportation Planning Agency \n", + "121 Placer County Transportation Planning Agency " ] }, "execution_count": 23, @@ -2619,14 +2627,14 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 26, "id": "8992f150-4528-43c4-a728-744d4a761fdb", "metadata": {}, "outputs": [], "source": [ "# query the warehouse\n", "full_upt = (\n", - " tbls.mart_ntd.dim_monthly_ntd_ridership_with_adjustments() \n", + " tbls.mart_ntd.dim_monthly_ridership_with_adjustments() \n", " >> filter(#_.uza_name.str.contains(\" ,CA\"),\n", " #_.period_year_month.str.contains(\"2024-\")\n", " )\n", @@ -2637,21 +2645,21 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 28, "id": "f2ba5588-c9c1-4ce5-9b19-902dd5a2b823", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Index(['uza_name', 'uace_cd', '_dt', 'ts', 'ntd_id', 'year', 'reporter_type',\n", - " 'agency', 'Status', 'mode', 'mode_full_name', 'service_type', '_3_mode',\n", - " 'tos', 'legacy_ntd_id', 'period_year_month', 'period_year',\n", - " 'period_month', 'upt', 'vrm', 'vrh', 'voms'],\n", + "Index(['key', 'ntd_id', 'legacy_ntd_id', 'agency', 'reporter_type',\n", + " 'period_year_month', 'period_year', 'period_month', 'primary_uza_name',\n", + " 'primary_uza_code', '_3_mode', 'mode', 'mode_name', 'service_type',\n", + " 'Status', 'tos', 'upt', 'vrm', 'vrh', 'voms', '_dt', 'execution_ts'],\n", " dtype='object')" ] }, - "execution_count": 25, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -2662,12 +2670,12 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 29, "id": "4bca149e-08c4-4f03-8236-d197a3755024", "metadata": {}, "outputs": [], "source": [ - "ca = full_upt[full_upt[\"uza_name\"].str.contains(\", CA\") & full_upt[\"period_year_month\"].str.contains(\"2024-\")]" + "ca = full_upt[full_upt[\"primary_uza_name\"].str.contains(\", CA\") & full_upt[\"period_year_month\"].str.contains(\"2024-\")]" ] }, { @@ -2680,20 +2688,20 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 30, "id": "418a7c7e-4c80-48ad-80cf-fb172d32b038", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "County of Placer 56\n", - "El Dorado County Transit Authority 21\n", - "City of Roseville 14\n", + "County of Placer 88\n", + "El Dorado County Transit Authority 33\n", + "City of Roseville 22\n", "Name: agency, dtype: int64" ] }, - "execution_count": 27, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" } @@ -2704,14 +2712,14 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 31, "id": "0b86ab3c-c4d2-42ad-8e65-afc782302d49", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "116" + "118" ] }, "metadata": {}, @@ -2720,7 +2728,7 @@ { "data": { "text/plain": [ - "118" + "121" ] }, "metadata": {}, @@ -2785,125 +2793,10 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": null, "id": "769da21d-09d0-4381-9ef8-3d0772831a14", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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ntd_idLegacy NTD IDAgencyUZA NameRTPA_open_dataRTPA
60901689168City of RosevilleSacramento, CASacramento Area Council of GovernmentsPlacer County Transportation Planning Agency
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ntd_idLegacy NTD IDAgencyUZA NameRTPA_open_dataRTPA
63902299229El Dorado County Transit AuthoritySacramento, CASacramento Area Council of GovernmentsEl Dorado County Transportation Commission
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ntd_idLegacy NTD IDAgencyUZA NameRTPA_open_dataRTPA
61901969196County of PlacerSacramento, CASacramento Area Council of GovernmentsPlacer County Transportation Planning Agency
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35230Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292014-11201411NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35231Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292012-0120121NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35232Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292011-0620116NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35233Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292024-0420244NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35234Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292009-0820098NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35235Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292006-0620066NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35236Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292015-082015812903.026790.01545.06.0El Dorado County Transportation Commissionboth
35237Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292016-082016816843.045755.02355.08.0El Dorado County Transportation Commissionboth
35238Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292023-10202310NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35239Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292022-10202210NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35240Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292011-0520115NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35241Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292010-0720107NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35242Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292019-052019515603.047625.02569.08.0El Dorado County Transportation Commissionboth
35243Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292005-0320053NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35244Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292012-0620126NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35245Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292004-10200410NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35246Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292012-0220122NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35247Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292018-092018914575.042159.02241.09.0El Dorado County Transportation Commissionboth
35248Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292005-0820058NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35249Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292015-0620156NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35250Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292009-11200911NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35251Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292006-0220062NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35252Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292019-0920199NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35253Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292020-12202012NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35254Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292018-1120181114137.040591.02330.09.0El Dorado County Transportation Commissionboth
35255Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292004-0820048NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35256Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292010-12201012NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35257Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292004-0920049NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35258Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292013-0620136NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35259Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292008-11200811NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35260Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292012-12201212NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35261Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292004-12200412NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35262Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292004-0520045NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35263Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292015-1220151211704.026365.01541.06.0El Dorado County Transportation Commissionboth
35264Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292012-0920129NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35265Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292006-0520065NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35266Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292007-0120071NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35267Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292018-012018113514.045466.02448.06.0El Dorado County Transportation Commissionboth
35268Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292011-11201111NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35269Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292002-0620026NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35270Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292014-0120141NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35271Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292009-0620096NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35272Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292021-0820218NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35273Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292006-0720067NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35274Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292014-0320143NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35275Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292002-0920029NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35276Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292014-0720147NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35277Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292012-0820128NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35278Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292021-0220212NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35279Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292004-0620046NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35280Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292003-0620036NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35281Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292007-0920079NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35282Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292004-0420044NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35283Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292019-022019212851.039136.02099.09.0El Dorado County Transportation Commissionboth
35284Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292013-0520135NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35285Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292021-10202110NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35286Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292023-0520235NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35287Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292019-0820198NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35288Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292017-1020171015742.047566.02559.06.0El Dorado County Transportation Commissionboth
35289Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292023-0120231NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35290Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292021-0920219NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35291Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292019-10201910NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35292Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292008-0120081NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35293Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292005-12200512NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35294Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292022-11202211NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35295Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292003-11200311NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35296Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292015-1020151013805.026564.01552.06.0El Dorado County Transportation Commissionboth
35297Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292013-0220132NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35298Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292011-0320113NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35299Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292021-0720217NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35300Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292017-082017815204.049879.02679.06.0El Dorado County Transportation Commissionboth
35301Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292015-072015711113.026833.01574.06.0El Dorado County Transportation Commissionboth
35302Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292008-0220082NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35303Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292020-0620206NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35304Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292016-072016713312.039830.02039.08.0El Dorado County Transportation Commissionboth
35305Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292022-12202212NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35306Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292006-11200611NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35307Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292023-0620236NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35308Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292007-11200711NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35309Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292003-12200312NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35310Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292017-1120171113032.042986.02304.06.0El Dorado County Transportation Commissionboth
35311Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292017-052017514953.044090.02254.08.0El Dorado County Transportation Commissionboth
35312Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292012-0320123NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35313Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292006-12200612NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35314Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292010-0220102NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35315Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292007-0720077NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35316Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292009-0120091NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35317Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292023-0420234NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35318Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292011-0920119NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35319Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292002-0420024NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35320Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292015-0420154NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35321Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292016-022016212780.024846.01457.06.0El Dorado County Transportation Commissionboth
35322Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292002-0820028NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35323Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292023-0720237NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35324Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292020-0520205NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35325Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292016-042016413945.026479.01547.06.0El Dorado County Transportation Commissionboth
35326Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292004-0120041NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35327Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292003-0220032NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35328Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292003-0120031NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35329Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292011-0820118NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35330Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292018-052018515409.047662.02541.07.0El Dorado County Transportation Commissionboth
35331Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292019-0720197NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35332Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292023-11202311NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35333Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292013-0420134NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35334Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292005-0920059NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35335Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292017-062017622029.046962.02429.08.0El Dorado County Transportation Commissionboth
35336Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292019-042019415436.047377.02571.09.0El Dorado County Transportation Commissionboth
35337Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292014-0220142NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35338Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292003-0820038NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35339Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292008-10200810NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35340Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292013-0720137NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35341Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292002-0720027NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35342Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292020-0820208NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35343Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292023-12202312NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35344Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292016-062016624466.029533.01769.06.0El Dorado County Transportation Commissionboth
35345Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292003-0420034NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35346Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292004-0320043NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35347Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292024-0720247NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35348Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292005-0220052NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35349Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292003-0520035NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35350Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292002-12200212NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35351Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292017-092017914411.044097.02363.06.0El Dorado County Transportation Commissionboth
35352Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292024-0620246NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35353Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292010-0120101NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35354Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292019-032019315403.045931.02481.09.0El Dorado County Transportation Commissionboth
35355Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292014-0420144NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35356Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292011-0220112NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35357Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292006-0420064NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35358Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292022-0420224NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35359Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292004-0220042NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35360Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292009-0220092NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35361Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292023-0820238NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35362Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292020-0720207NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35363Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292018-1220181213337.042181.02256.09.0El Dorado County Transportation Commissionboth
35364Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292008-0820088NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35365Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292013-0820138NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35366Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292006-10200610NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35367Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292013-0120131NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35368Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292014-0620146NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35369Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292005-0720057NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35370Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292015-092015913670.026216.01537.06.0El Dorado County Transportation Commissionboth
35371Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292008-0620086NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35372Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292024-0320243NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35373Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292024-0520245NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35374Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292023-0320233NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35375Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292010-0620106NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35376Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292007-0320073NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35377Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292008-0320083NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35378Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292020-10202010NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35379Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292020-0120201NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35380Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292015-0520155NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35381Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292011-0120111NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35382Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292002-0120021NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35383Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292003-0320033NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35384Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292005-0420054NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35385Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292020-0220202NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35386Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292016-1020161015939.042688.02180.08.0El Dorado County Transportation Commissionboth
35387Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292007-0520075NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35388Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292003-0720037NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35389Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292019-12201912NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35390Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292014-0820148NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35391Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292004-0720047NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35392Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292007-10200710NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35393Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292022-0120221NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35394Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292009-12200912NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35395Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292006-0320063NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35396Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292009-0520095NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35397Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292016-1120161115070.038054.01959.08.0El Dorado County Transportation Commissionboth
35398Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292010-0920109NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35399Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292010-0420104NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35400Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292009-0920099NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35401Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292021-0420214NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35402Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292022-0720227NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35403Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292019-062019622466.042332.02286.08.0El Dorado County Transportation Commissionboth
35404Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292021-11202111NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35405Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292015-0320153NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35406Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292020-0320203NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35407Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292003-10200310NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35408Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292009-0320093NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35409Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292022-0620226NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35410Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292022-0220222NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35411Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292017-1220171212765.043612.02357.06.0El Dorado County Transportation Commissionboth
35412Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292012-0520125NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35413Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292013-12201312NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35414Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292011-10201110NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35415Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292005-11200511NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35416Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292018-032018313961.047245.02558.07.0El Dorado County Transportation Commissionboth
35417Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292016-1220161214860.043553.02246.08.0El Dorado County Transportation Commissionboth
35418Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292023-0220232NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35419Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292006-0820068NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35420Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292012-11201211NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35421Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292015-0120151NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35422Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292006-0920069NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35423Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292012-10201210NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35424Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292011-0720117NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35425Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292008-0420084NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35426Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292016-032016314094.028633.01671.06.0El Dorado County Transportation Commissionboth
35427Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292018-072018712284.045681.02438.09.0El Dorado County Transportation Commissionboth
35428Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292010-0320103NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35429Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292002-0220022NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35430Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292022-0320223NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35431Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292011-0420114NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35432Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292021-0520215NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35433Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292017-042017413904.040399.02085.08.0El Dorado County Transportation Commissionboth
35434Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292008-12200812NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35435Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292010-0820108NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35436Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292005-0620056NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35437Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292016-012016111462.024244.01405.06.0El Dorado County Transportation Commissionboth
35438Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292015-1120151110813.022105.01321.06.0El Dorado County Transportation Commissionboth
35439Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292017-012017113878.041498.02144.08.0El Dorado County Transportation Commissionboth
35440Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292002-0320023NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35441Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292021-0120211NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35442Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292012-0720127NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35443Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292017-072017711519.040655.02092.06.0El Dorado County Transportation Commissionboth
35444Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292018-082018815999.048577.02665.09.0El Dorado County Transportation Commissionboth
35445Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292014-0920149NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35446Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292022-0820228NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35447Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292024-0220242NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35448Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292009-10200910NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35449Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292019-11201911NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35450Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292013-0320133NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35451Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292017-032017317829.045893.02363.08.0El Dorado County Transportation Commissionboth
35452Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292013-10201310NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35453Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292004-11200411NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35454Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292002-10200210NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35455Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292005-10200510NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35456Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292021-12202112NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35457Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292009-0420094NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35458Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292002-11200211NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35459Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292008-0520085NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35460Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292024-0120241NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35461Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292018-022018213562.041034.02216.07.0El Dorado County Transportation Commissionboth
35462Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292016-092016916451.041537.02156.08.0El Dorado County Transportation Commissionboth
35463Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292018-1020181041265.055918.03044.09.0El Dorado County Transportation Commissionboth
35464Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292013-0920139NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35465Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292014-10201410NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35466Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292007-12200712NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35467Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292015-0220152NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35468Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292006-0120061NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35469Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292009-0720097NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35470Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292016-052016512926.035310.01527.06.0El Dorado County Transportation Commissionboth
35471Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292017-022017213906.038049.01955.08.0El Dorado County Transportation Commissionboth
35472Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292019-012019114734.045608.02454.09.0El Dorado County Transportation Commissionboth
35473Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292005-0520055NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35474Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292010-11201011NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35475Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292008-0720087NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35476Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292014-12201412NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35477Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292020-0420204NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35478Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292002-0520025NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35479Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292012-0420124NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35480Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292007-0220072NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35481Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292023-0920239NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35482Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292007-0820078NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35483Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292010-0520105NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35484Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292021-0620216NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35485Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292005-0120051NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35486Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292007-0420074NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35487Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292020-0920209NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35488Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292018-062018623746.048473.02667.07.0El Dorado County Transportation Commissionboth
35489Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292018-042018414571.045772.02450.07.0El Dorado County Transportation Commissionboth
35490Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292020-11202011NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35491Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292013-11201311NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35492Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292007-0620076NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35493Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292011-12201112NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35494Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292021-0320213NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35495Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292010-10201010NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35496Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292014-0520145NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35497Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292003-0920039NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35498Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292022-0920229NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35499Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292008-0920089NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
35500Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveMBMotor BusFixed RouteBusDO92292022-0520225NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49322Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292022-0820228NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49323Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292009-0720097NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49324Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292002-0420024NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49325Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292011-0520115NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49326Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292011-11201111NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49327Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292007-11200711NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49328Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292006-0620066NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49329Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292007-10200710NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49330Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292019-0720197NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49331Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292018-052018513139.024025.0784.012.0El Dorado County Transportation Commissionboth
49332Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292023-0620236NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49333Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292008-0620086NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49334Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292005-0320053NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49335Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292011-0220112NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49336Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292018-012018113388.023235.0769.012.0El Dorado County Transportation Commissionboth
49337Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292021-11202111NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49338Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292003-0920039NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49339Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292023-0920239NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49340Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292006-0920069NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49341Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292021-0620216NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49342Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292016-052016514458.039140.01322.011.0El Dorado County Transportation Commissionboth
49343Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292015-0120151NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49344Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292023-11202311NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49345Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292022-0720227NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49346Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292022-0920229NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49347Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292002-0120021NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49348Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292009-0820098NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49349Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292016-1120161110707.021064.0687.010.0El Dorado County Transportation Commissionboth
49350Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292006-0520065NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49351Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292022-0320223NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49352Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292003-11200311NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49353Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292014-0620146NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49354Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292016-082016812731.025536.0824.010.0El Dorado County Transportation Commissionboth
49355Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292010-11201011NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49356Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292020-0920209NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49357Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292015-0220152NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49358Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292003-0620036NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49359Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292013-012013112614.029299.0944.010.0El Dorado County Transportation Commissionboth
49360Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292017-092017911278.021935.0698.012.0El Dorado County Transportation Commissionboth
49361Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292009-0120091NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49362Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292005-0120051NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49363Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292024-0620246NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49364Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292015-0520155NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49365Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292008-11200811NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49366Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292004-0320043NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49367Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292014-10201410NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49368Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292020-0420204NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49369Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292013-12201312NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49370Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292012-042012412066.028296.0923.010.0El Dorado County Transportation Commissionboth
49371Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292017-042017411122.022075.0704.010.0El Dorado County Transportation Commissionboth
49372Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292018-042018412684.022279.0733.012.0El Dorado County Transportation Commissionboth
49373Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292002-0220022NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49374Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292018-062018612108.022836.0747.012.0El Dorado County Transportation Commissionboth
49375Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292002-10200210NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49376Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292004-0220042NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49377Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292006-10200610NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49378Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292020-12202012NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49379Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292018-092018911398.021043.0693.010.0El Dorado County Transportation Commissionboth
49380Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292005-11200511NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49381Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292021-0920219NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49382Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292023-0120231NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49383Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292006-0820068NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49384Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292010-0120101NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49385Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292014-0120141NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49386Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292010-0720107NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49387Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292018-082018813808.025057.0832.010.0El Dorado County Transportation Commissionboth
49388Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292017-022017211206.021048.0694.010.0El Dorado County Transportation Commissionboth
49389Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292016-022016214637.037610.01278.011.0El Dorado County Transportation Commissionboth
49390Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292007-12200712NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49391Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292004-0620046NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49392Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292003-0420034NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49393Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292008-0320083NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49394Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292009-0220092NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49395Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292006-0720067NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49396Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292008-0120081NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49397Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292006-12200612NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49398Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292010-10201010NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49399Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292006-0120061NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49400Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292016-012016114035.035341.01206.011.0El Dorado County Transportation Commissionboth
49401Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292007-0420074NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49402Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292002-12200212NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49403Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292022-11202211NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49404Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292021-0320213NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49405Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292004-12200412NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49406Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292005-12200512NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49407Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292022-0120221NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49408Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292007-0820078NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49409Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292003-0820038NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49410Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292020-10202010NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49411Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292022-0420224NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49412Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292013-062013611190.027303.0867.010.0El Dorado County Transportation Commissionboth
49413Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292006-0320063NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49414Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292005-0520055NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49415Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292019-0920199NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49416Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292003-12200312NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49417Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292024-0520245NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49418Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292006-0220062NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49419Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292017-012017111969.022774.0734.010.0El Dorado County Transportation Commissionboth
49420Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292012-1220121210157.026626.0857.010.0El Dorado County Transportation Commissionboth
49421Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292015-0320153NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49422Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292006-0420064NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49423Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292003-0520035NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49424Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292003-10200310NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49425Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292007-0120071NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49426Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292008-0920089NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49427Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292009-0920099NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49428Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292018-1020181014183.024740.0825.010.0El Dorado County Transportation Commissionboth
49429Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292016-042016414668.038321.01320.011.0El Dorado County Transportation Commissionboth
49430Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292018-032018312772.023890.0789.012.0El Dorado County Transportation Commissionboth
49431Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292022-12202212NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49432Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292002-0620026NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49433Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292014-0720147NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49434Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292014-0320143NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49435Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292002-0820028NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49436Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292009-10200910NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49437Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292021-0520215NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49438Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292014-11201411NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49439Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292020-11202011NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49440Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292021-12202112NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49441Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292014-0920149NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49442Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292012-052012512740.029689.0969.010.0El Dorado County Transportation Commissionboth
49443Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292015-072015713865.040036.01331.011.0El Dorado County Transportation Commissionboth
49444Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292004-0820048NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49445Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292023-0520235NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49446Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292009-12200912NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49447Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292017-052017512622.025157.0798.010.0El Dorado County Transportation Commissionboth
49448Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292011-10201110NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49449Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292015-0420154NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49450Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292011-0820118NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49451Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292010-0620106NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49452Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292018-072018712014.023090.0739.010.0El Dorado County Transportation Commissionboth
49453Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292019-052019513516.026126.0833.010.0El Dorado County Transportation Commissionboth
49454Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292017-1020171012786.023991.0776.012.0El Dorado County Transportation Commissionboth
49455Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292024-0420244NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49456Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292004-0120041NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49457Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292007-0520075NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49458Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292010-0920109NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49459Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292021-10202110NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49460Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292010-0220102NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49461Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292022-0220222NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49462Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292012-092012911081.026495.0863.010.0El Dorado County Transportation Commissionboth
49463Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292002-0520025NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49464Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292004-0720047NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49465Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292012-082012813531.031839.01041.010.0El Dorado County Transportation Commissionboth
49466Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292015-1020151014983.038794.01306.011.0El Dorado County Transportation Commissionboth
49467Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292015-1220151213714.039021.01319.011.0El Dorado County Transportation Commissionboth
49468Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292019-12201912NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49469Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292011-0620116NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49470Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292015-0620156NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49471Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292015-082015814125.038620.01284.011.0El Dorado County Transportation Commissionboth
49472Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292014-0520145NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49473Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292013-0820138NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49474Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292003-0320033NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49475Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292018-1120181111088.022125.0721.010.0El Dorado County Transportation Commissionboth
49476Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292013-022013211444.025818.0861.010.0El Dorado County Transportation Commissionboth
49477Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292011-0920119NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49478Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292013-10201310NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49479Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292004-0920049NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49480Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292012-022012211613.027153.0905.010.0El Dorado County Transportation Commissionboth
49481Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292017-032017312914.024961.0814.010.0El Dorado County Transportation Commissionboth
49482Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292020-0620206NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49483Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292020-0120201NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49484Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292014-0420144NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49485Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292019-062019612332.022908.0754.010.0El Dorado County Transportation Commissionboth
49486Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292013-052013512725.030241.0978.010.0El Dorado County Transportation Commissionboth
49487Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292012-032012312928.029992.0989.010.0El Dorado County Transportation Commissionboth
49488Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292021-0720217NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49489Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292019-11201911NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49490Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292005-0720057NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49491Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292019-032019313168.023848.0780.010.0El Dorado County Transportation Commissionboth
49492Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292013-032013312305.028516.0918.010.0El Dorado County Transportation Commissionboth
49493Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292016-032016315328.041573.01432.011.0El Dorado County Transportation Commissionboth
49494Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292008-0520085NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49495Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292014-12201412NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49496Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292011-12201112NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49497Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292011-0320113NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49498Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292015-092015914613.039040.01299.011.0El Dorado County Transportation Commissionboth
49499Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292024-0120241NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49500Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292014-0220142NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49501Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292008-0720087NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49502Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292013-11201311NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49503Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292012-1120121111133.026779.0864.010.0El Dorado County Transportation Commissionboth
49504Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292008-0420084NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49505Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292005-10200510NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49506Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292005-0620056NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49507Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292002-0920029NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49508Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292007-0920079NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49509Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292021-0820218NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49510Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292009-0320093NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49511Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292017-072017711084.022533.0720.012.0El Dorado County Transportation Commissionboth
49512Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292017-1120171111209.021676.0711.012.0El Dorado County Transportation Commissionboth
49513Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292024-0320243NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49514Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292007-0620076NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49515Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292011-0120111NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49516Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292010-0820108NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49517Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292019-042019412977.024329.0799.010.0El Dorado County Transportation Commissionboth
49518Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292012-062012613138.028639.0955.010.0El Dorado County Transportation Commissionboth
49519Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292017-062017612566.025564.0806.010.0El Dorado County Transportation Commissionboth
49520Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292017-082017813356.024940.0811.012.0El Dorado County Transportation Commissionboth
49521Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292004-0520045NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49522Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292003-0120031NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49523Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292009-0620096NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49524Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292008-0820088NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49525Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292017-1220171210539.021981.0701.012.0El Dorado County Transportation Commissionboth
49526Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292010-0520105NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49527Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292003-0720037NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49528Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292008-12200812NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49529Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292019-0820198NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49530Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292013-0920139NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49531Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292022-0520225NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49532Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292023-0220232NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49533Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292018-1220181210271.021042.0682.010.0El Dorado County Transportation Commissionboth
49534Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292016-092016911148.023026.0744.010.0El Dorado County Transportation Commissionboth
49535Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292016-1020161011620.023138.0750.010.0El Dorado County Transportation Commissionboth
49536Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292002-0320023NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49537Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292005-0920059NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49538Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292005-0220052NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49539Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292022-0620226NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49540Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292023-10202310NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49541Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292007-0320073NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49542Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292020-0220202NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49543Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292007-0220072NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49544Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292007-0720077NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49545Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292010-0420104NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49546Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292009-0520095NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49547Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292021-0120211NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49548Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292006-11200611NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49549Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292012-072012711717.028887.0935.010.0El Dorado County Transportation Commissionboth
49550Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292014-0820148NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49551Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292002-0720027NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49552Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292011-0420114NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49553Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292024-0720247NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49554Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292019-012019113235.024238.0803.010.0El Dorado County Transportation Commissionboth
49555Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292016-072016710806.022729.0734.010.0El Dorado County Transportation Commissionboth
49556Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292018-022018211606.021078.0702.012.0El Dorado County Transportation Commissionboth
49557Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292005-0420054NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49558Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292009-11200911NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49559Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292008-10200810NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49560Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292009-0420094NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49561Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292012-1020121013324.030818.0986.010.0El Dorado County Transportation Commissionboth
49562Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292012-012012111681.027164.0911.010.0El Dorado County Transportation Commissionboth
49563Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292024-0220242NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49564Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292021-0220212NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49565Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292023-0420234NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49566Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292020-0320203NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49567Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292023-0720237NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49568Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292022-10202210NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49569Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292020-0520205NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49570Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292020-0720207NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49571Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292023-0320233NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49572Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292021-0420214NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49573Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292016-062016614710.039762.01360.011.0El Dorado County Transportation Commissionboth
49574Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292008-0220082NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49575Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292004-11200411NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49576Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292004-0420044NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49577Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292023-0820238NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49578Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292010-12201012NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49579Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292010-0320103NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49580Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292003-0220032NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49581Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292023-12202312NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49582Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292013-042013412650.030045.0966.010.0El Dorado County Transportation Commissionboth
49583Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292015-1120151112596.035570.01142.011.0El Dorado County Transportation Commissionboth
49584Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292005-0820058NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49585Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292020-0820208NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49586Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292019-022019210889.020776.0698.010.0El Dorado County Transportation Commissionboth
49587Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292019-10201910NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49588Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292002-11200211NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49589Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292004-10200410NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49590Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292011-0720117NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49591Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292013-0720137NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
49592Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveCBCommuter BusFixed RouteBusDO92292016-1220161210381.023951.0770.010.0El Dorado County Transportation Commissionboth
88075Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292006-0420064NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88076Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292022-11202211NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88077Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292002-0820028NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88078Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292018-02201823745.025043.01307.014.0El Dorado County Transportation Commissionboth
88079Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292015-0520155NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88080Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292023-0320233NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88081Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292020-11202011NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88082Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292005-11200511NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88083Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292002-0920029NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88084Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292008-10200810NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88085Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292023-0120231NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88086Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292011-0720117NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88087Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292012-10201210NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88088Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292014-0120141NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88089Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292009-10200910NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88090Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292019-03201933587.026096.01363.011.0El Dorado County Transportation Commissionboth
88091Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292024-0320243NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88092Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292013-0120131NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88093Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292007-0620076NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88094Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292014-0820148NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88095Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292023-10202310NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88096Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292004-0920049NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88097Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292004-11200411NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88098Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292002-0220022NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88099Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292002-12200212NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88100Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292009-0920099NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88101Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292019-10201910NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88102Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292002-0620026NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88103Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292021-0820218NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88104Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292021-0920219NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88105Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292008-11200811NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88106Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292012-0920129NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88107Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292012-0520125NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88108Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292016-06201664637.030547.01508.015.0El Dorado County Transportation Commissionboth
88109Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292008-0420084NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88110Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292009-0620096NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88111Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292008-12200812NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88112Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292004-0220042NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88113Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292023-0920239NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88114Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292011-0820118NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88115Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292007-0720077NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88116Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292013-0220132NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88117Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292020-0720207NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88118Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292021-0220212NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88119Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292009-0820098NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88120Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292015-0120151NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88121Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292012-0220122NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88122Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292016-02201624506.028491.01443.015.0El Dorado County Transportation Commissionboth
88123Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292020-0820208NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88124Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292009-0520095NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88125Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292005-10200510NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88126Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292006-0720067NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88127Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292024-0720247NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88128Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292005-0120051NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88129Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292005-0820058NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88130Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292024-0620246NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88131Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292015-102015105125.031369.01539.015.0El Dorado County Transportation Commissionboth
88132Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292007-0820078NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88133Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292022-0120221NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88134Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292007-11200711NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88135Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292017-122017123844.026105.01324.014.0El Dorado County Transportation Commissionboth
88136Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292015-122015124611.028724.01444.015.0El Dorado County Transportation Commissionboth
88137Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292003-10200310NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88138Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292005-0220052NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88139Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292010-12201012NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88140Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292022-0920229NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88141Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292020-10202010NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88142Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292010-0920109NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88143Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292005-0920059NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88144Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292015-112015114227.025985.01306.015.0El Dorado County Transportation Commissionboth
88145Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292011-0520115NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88146Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292006-0220062NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88147Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292020-12202012NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88148Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292010-0420104NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88149Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292014-11201411NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88150Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292023-0820238NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88151Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292006-0320063NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88152Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292003-0320033NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88153Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292019-01201913575.025442.01328.011.0El Dorado County Transportation Commissionboth
88154Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292007-10200710NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88155Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292003-0220032NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88156Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292014-0520145NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88157Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292019-05201953815.028045.01437.011.0El Dorado County Transportation Commissionboth
88158Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292004-10200410NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88159Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292002-0120021NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88160Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292013-0620136NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88161Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292011-11201111NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88162Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292023-0220232NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88163Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292023-0620236NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88164Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292016-112016114050.025521.01293.015.0El Dorado County Transportation Commissionboth
88165Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292013-0920139NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88166Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292005-0420054NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88167Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292013-0720137NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88168Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292013-0520135NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88169Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292005-0520055NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88170Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292013-0820138NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88171Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292003-0920039NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88172Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292013-10201310NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88173Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292021-0520215NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88174Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292012-0620126NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88175Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292019-12201912NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88176Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292011-0220112NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88177Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292016-102016104624.028849.01459.015.0El Dorado County Transportation Commissionboth
88178Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292004-0120041NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88179Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292011-12201112NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88180Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292010-0720107NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88181Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292010-0820108NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88182Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292011-0620116NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88183Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292014-0220142NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88184Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292015-0420154NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88185Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292017-07201774100.027822.01410.014.0El Dorado County Transportation Commissionboth
88186Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292015-07201574858.028970.01465.015.0El Dorado County Transportation Commissionboth
88187Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292006-10200610NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88188Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292008-0720087NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88189Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292002-0720027NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88190Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292019-0920199NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88191Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292012-12201212NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88192Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292020-0120201NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88193Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292003-0120031NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88194Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292017-02201724027.026804.01337.015.0El Dorado County Transportation Commissionboth
88195Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292004-0520045NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88196Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292009-0320093NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88197Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292020-0620206NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88198Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292004-0820048NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88199Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292024-0520245NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88200Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292019-06201963374.024996.01247.011.0El Dorado County Transportation Commissionboth
88201Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292018-09201893463.025440.01289.011.0El Dorado County Transportation Commissionboth
88202Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292016-09201694541.029137.01449.015.0El Dorado County Transportation Commissionboth
88203Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292008-0120081NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88204Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292002-0420024NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88205Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292003-0620036NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88206Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292005-0720057NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88207Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292018-05201853858.027938.01420.014.0El Dorado County Transportation Commissionboth
88208Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292008-0520085NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88209Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292016-04201644709.029187.01496.015.0El Dorado County Transportation Commissionboth
88210Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292022-0220222NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88211Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292014-0320143NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88212Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292003-0720037NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88213Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292023-11202311NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88214Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292007-12200712NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88215Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292021-0120211NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88216Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292018-06201863578.025845.01317.014.0El Dorado County Transportation Commissionboth
88217Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292022-0820228NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88218Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292012-0720127NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88219Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292021-0720217NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88220Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292004-12200412NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88221Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292006-11200611NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88222Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292010-11201011NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88223Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292007-0220072NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88224Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292015-0220152NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88225Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292014-0420144NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88226Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292006-0520065NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88227Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292005-0620056NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88228Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292015-0620156NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88229Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292018-03201834102.028338.01457.014.0El Dorado County Transportation Commissionboth
88230Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292002-11200211NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88231Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292005-0320053NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88232Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292010-0320103NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88233Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292004-0720047NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88234Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292018-04201843882.027399.01407.014.0El Dorado County Transportation Commissionboth
88235Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292007-0520075NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88236Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292006-12200612NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88237Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292014-0620146NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88238Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292003-11200311NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88239Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292024-0120241NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88240Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292006-0820068NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88241Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292018-07201873573.025728.01314.011.0El Dorado County Transportation Commissionboth
88242Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292017-102017104479.029398.01481.014.0El Dorado County Transportation Commissionboth
88243Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292017-06201764684.030585.01515.015.0El Dorado County Transportation Commissionboth
88244Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292015-0320153NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88245Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292021-11202111NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88246Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292015-08201584961.029612.01488.015.0El Dorado County Transportation Commissionboth
88247Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292020-0320203NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88248Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292019-11201911NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88249Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292019-0720197NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88250Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292016-01201614307.027988.01423.015.0El Dorado County Transportation Commissionboth
88251Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292010-0620106NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88252Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292008-0620086NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88253Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292010-10201010NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88254Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292002-10200210NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88255Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292022-0720227NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88256Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292009-0420094NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88257Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292017-05201754595.030457.01512.015.0El Dorado County Transportation Commissionboth
88258Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292009-0720097NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88259Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292021-0320213NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88260Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292013-0320133NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88261Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292022-0620226NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88262Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292016-03201635001.031157.01576.015.0El Dorado County Transportation Commissionboth
88263Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292011-0120111NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88264Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292007-0320073NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88265Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292004-0420044NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88266Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292008-0320083NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88267Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292012-0320123NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88268Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292002-0320023NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88269Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292008-0920089NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88270Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292018-112018113307.023727.01371.011.0El Dorado County Transportation Commissionboth
88271Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292021-10202110NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88272Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292013-0420134NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88273Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292024-0220242NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88274Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292011-0920119NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88275Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292021-0420214NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88276Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292010-0120101NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88277Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292018-01201814103.027950.01422.014.0El Dorado County Transportation Commissionboth
88278Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292016-122016124333.027663.01409.015.0El Dorado County Transportation Commissionboth
88279Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292020-0520205NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88280Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292014-0720147NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88281Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292014-12201412NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88282Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292009-11200911NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88283Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292002-0520025NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88284Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292011-0420114NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88285Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292009-0220092NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88286Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292020-0420204NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88287Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292020-0220202NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88288Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292018-122018123091.022856.01196.011.0El Dorado County Transportation Commissionboth
88289Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292017-04201744422.028293.01419.015.0El Dorado County Transportation Commissionboth
88290Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292004-0320043NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88291Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292011-0320113NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88292Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292003-0520035NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88293Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292003-0420034NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88294Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292012-11201211NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88295Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292008-0820088NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88296Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292017-09201794193.028153.01406.014.0El Dorado County Transportation Commissionboth
88297Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292023-0720237NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88298Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292022-10202210NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88299Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292009-12200912NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88300Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292003-0820038NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88301Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292006-0620066NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88302Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292004-0620046NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88303Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292017-112017113863.026569.01325.015.0El Dorado County Transportation Commissionboth
88304Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292012-0820128NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88305Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292008-0220082NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88306Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292006-0920069NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88307Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292007-0420074NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88308Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292007-0920079NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88309Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292003-12200312NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88310Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292012-0120121NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88311Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292017-01201714176.026483.01359.015.0El Dorado County Transportation Commissionboth
88312Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292021-12202112NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88313Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292007-0120071NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88314Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292013-11201311NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88315Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292018-102018104017.028651.01494.011.0El Dorado County Transportation Commissionboth
88316Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292013-12201312NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88317Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292022-12202212NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88318Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292021-0620216NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88319Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292011-10201110NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88320Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292010-0220102NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88321Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292019-02201923020.021008.01128.011.0El Dorado County Transportation Commissionboth
88322Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292022-0520225NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88323Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292006-0120061NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88324Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292019-0820198NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88325Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292010-0520105NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88326Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292019-04201943698.027510.01412.011.0El Dorado County Transportation Commissionboth
88327Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292016-07201674273.028876.01419.015.0El Dorado County Transportation Commissionboth
88328Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292005-12200512NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88329Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292014-0920149NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88330Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292023-0420234NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88331Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292012-0420124NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88332Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292014-10201410NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88333Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292023-12202312NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88334Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292023-0520235NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88335Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292016-08201684937.031752.01570.015.0El Dorado County Transportation Commissionboth
88336Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292017-03201734980.032641.01631.015.0El Dorado County Transportation Commissionboth
88337Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292022-0320223NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88338Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292024-0420244NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88339Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292009-0120091NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88340Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292020-0920209NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88341Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292022-0420224NaNNaNNaNNaNEl Dorado County Transportation Commissionboth
88342Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292018-08201884048.028573.01462.011.0El Dorado County Transportation Commissionboth
88343Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292017-08201784912.031601.01593.014.0El Dorado County Transportation Commissionboth
88344Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292015-09201595100.031245.01530.015.0El Dorado County Transportation Commissionboth
88345Sacramento, CA770682024-09-062024-09-06 20:49:05.015238+00:00902292024Small Systems ReporterEl Dorado County Transit AuthorityActiveDRDemand ResponseDemand ResponseBusDO92292016-05201654529.029724.01497.015.0El Dorado County Transportation Commissionboth
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"35239 El Dorado County Transit Authority Active MB Motor Bus \n", - "35240 El Dorado County Transit Authority Active MB Motor Bus \n", - "35241 El Dorado County Transit Authority Active MB Motor Bus \n", - "35242 El Dorado County Transit Authority Active MB Motor Bus \n", - "35243 El Dorado County Transit Authority Active MB Motor Bus \n", - "35244 El Dorado County Transit Authority Active MB Motor Bus \n", - "35245 El Dorado County Transit Authority Active MB Motor Bus \n", - "35246 El Dorado County Transit Authority Active MB Motor Bus \n", - "35247 El Dorado County Transit Authority Active MB Motor Bus \n", - "35248 El Dorado County Transit Authority Active MB Motor Bus \n", - "35249 El Dorado County Transit Authority Active MB Motor Bus \n", - "35250 El Dorado County Transit Authority Active MB Motor Bus \n", - "35251 El Dorado County Transit Authority Active MB Motor Bus \n", - "35252 El Dorado County Transit Authority Active MB Motor Bus \n", - "35253 El Dorado County Transit Authority Active MB Motor Bus \n", - "35254 El Dorado County Transit Authority Active MB Motor Bus \n", - "35255 El Dorado County Transit Authority Active MB Motor Bus \n", - "35256 El Dorado County Transit Authority Active MB Motor Bus \n", - "35257 El Dorado County Transit Authority Active MB Motor Bus \n", - "35258 El Dorado County Transit Authority Active MB Motor Bus \n", - "35259 El Dorado County Transit Authority Active MB Motor Bus \n", - "35260 El Dorado County Transit Authority Active MB Motor Bus \n", - "35261 El Dorado County Transit Authority Active MB Motor Bus \n", - "35262 El Dorado County Transit Authority Active MB Motor Bus \n", - "35263 El Dorado County Transit Authority Active MB Motor Bus \n", - "35264 El Dorado County Transit Authority Active MB Motor Bus \n", - "35265 El Dorado County Transit Authority Active MB Motor Bus \n", - "35266 El Dorado County Transit Authority Active MB Motor Bus \n", - "35267 El Dorado County Transit Authority Active MB Motor Bus \n", - "35268 El Dorado County Transit Authority Active MB Motor Bus \n", - 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"49540 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49541 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49542 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49543 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49544 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49545 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49546 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49547 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49548 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49549 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49550 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49551 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49552 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49553 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49554 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49555 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49556 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49557 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49558 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49559 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49560 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49561 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49562 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49563 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49564 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49565 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49566 El Dorado County Transit Authority Active CB Commuter Bus \n", - "49567 El Dorado County Transit Authority Active CB Commuter Bus \n", - 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"88078 El Dorado County Transit Authority Active DR Demand Response \n", - "88079 El Dorado County Transit Authority Active DR Demand Response \n", - "88080 El Dorado County Transit Authority Active DR Demand Response \n", - "88081 El Dorado County Transit Authority Active DR Demand Response \n", - "88082 El Dorado County Transit Authority Active DR Demand Response \n", - "88083 El Dorado County Transit Authority Active DR Demand Response \n", - "88084 El Dorado County Transit Authority Active DR Demand Response \n", - "88085 El Dorado County Transit Authority Active DR Demand Response \n", - "88086 El Dorado County Transit Authority Active DR Demand Response \n", - "88087 El Dorado County Transit Authority Active DR Demand Response \n", - "88088 El Dorado County Transit Authority Active DR Demand Response \n", - "88089 El Dorado County Transit Authority Active DR Demand Response \n", - "88090 El Dorado County Transit Authority Active DR Demand Response \n", - "88091 El Dorado County Transit Authority Active DR Demand Response \n", - "88092 El Dorado County Transit Authority Active DR Demand Response \n", - "88093 El Dorado County Transit Authority Active DR Demand Response \n", - "88094 El Dorado County Transit Authority Active DR Demand Response \n", - "88095 El Dorado County Transit Authority Active DR Demand Response \n", - "88096 El Dorado County Transit Authority Active DR Demand Response \n", - "88097 El Dorado County Transit Authority Active DR Demand Response \n", - "88098 El Dorado County Transit Authority Active DR Demand Response \n", - "88099 El Dorado County Transit Authority Active DR Demand Response \n", - "88100 El Dorado County Transit Authority Active DR Demand Response \n", - "88101 El Dorado County Transit Authority Active DR Demand Response \n", - "88102 El Dorado County Transit Authority Active DR Demand Response \n", - "88103 El Dorado County Transit Authority Active DR Demand Response \n", - "88104 El Dorado County Transit Authority Active DR Demand Response \n", - "88105 El Dorado County Transit Authority Active DR Demand Response \n", - "88106 El Dorado County Transit Authority Active DR Demand Response \n", - "88107 El Dorado County Transit Authority Active DR Demand Response \n", - "88108 El Dorado County Transit Authority Active DR Demand Response \n", - "88109 El Dorado County Transit Authority Active DR Demand Response \n", - "88110 El Dorado County Transit Authority Active DR Demand Response \n", - "88111 El Dorado County Transit Authority Active DR Demand Response \n", - "88112 El Dorado County Transit Authority Active DR Demand Response \n", - "88113 El Dorado County Transit Authority Active DR Demand Response \n", - "88114 El Dorado County Transit Authority Active DR Demand Response \n", - "88115 El Dorado County Transit Authority Active DR Demand Response \n", - "88116 El Dorado County Transit Authority Active DR Demand Response \n", - "88117 El Dorado County Transit Authority Active DR Demand Response \n", - "88118 El Dorado County Transit Authority Active DR Demand Response \n", - "88119 El Dorado County Transit Authority Active DR Demand Response \n", - "88120 El Dorado County Transit Authority Active DR Demand Response \n", - "88121 El Dorado County Transit Authority Active DR Demand Response \n", - "88122 El Dorado County Transit Authority Active DR Demand Response \n", - "88123 El Dorado County Transit Authority Active DR Demand Response \n", - "88124 El Dorado County Transit Authority Active DR Demand Response \n", - "88125 El Dorado County Transit Authority Active DR Demand Response \n", - "88126 El Dorado County Transit Authority Active DR Demand Response \n", - "88127 El Dorado County Transit Authority Active DR Demand Response \n", - "88128 El Dorado County Transit Authority Active DR Demand Response \n", - "88129 El Dorado County Transit Authority Active DR Demand Response \n", - "88130 El Dorado County Transit Authority Active DR Demand Response \n", - "88131 El Dorado County Transit Authority Active DR Demand Response \n", - "88132 El Dorado County Transit Authority Active DR Demand Response \n", - "88133 El Dorado County Transit Authority Active DR Demand Response \n", - "88134 El Dorado County Transit Authority Active DR Demand Response \n", - "88135 El Dorado County Transit Authority Active DR Demand Response \n", - "88136 El Dorado County Transit Authority Active DR Demand Response \n", - "88137 El Dorado County Transit Authority Active DR Demand Response \n", - "88138 El Dorado County Transit Authority Active DR Demand Response \n", - "88139 El Dorado County Transit Authority Active DR Demand Response \n", - "88140 El Dorado County Transit Authority Active DR Demand Response \n", - "88141 El Dorado County Transit Authority Active DR Demand Response \n", - "88142 El Dorado County Transit Authority Active DR Demand Response \n", - "88143 El Dorado County Transit Authority Active DR Demand Response \n", - "88144 El Dorado County Transit Authority Active DR Demand Response \n", - "88145 El Dorado County Transit Authority Active DR Demand Response \n", - "88146 El Dorado County Transit Authority Active DR Demand Response \n", - "88147 El Dorado County Transit Authority Active DR Demand Response \n", - "88148 El Dorado County Transit Authority Active DR Demand Response \n", - "88149 El Dorado County Transit Authority Active DR Demand Response \n", - "88150 El Dorado County Transit Authority Active DR Demand Response \n", - "88151 El Dorado County Transit Authority Active DR Demand Response \n", - "88152 El Dorado County Transit Authority Active DR Demand Response \n", - "88153 El Dorado County Transit Authority Active DR Demand Response \n", - "88154 El Dorado County Transit Authority Active DR Demand Response \n", - "88155 El Dorado County Transit Authority Active DR Demand Response \n", - "88156 El Dorado County Transit Authority Active DR Demand Response \n", - "88157 El Dorado County Transit Authority Active DR Demand Response \n", - "88158 El Dorado County Transit Authority Active DR Demand Response \n", - "88159 El Dorado County Transit Authority Active DR Demand Response \n", - "88160 El Dorado County Transit Authority Active DR Demand Response \n", - "88161 El Dorado County Transit Authority Active DR Demand Response \n", - "88162 El Dorado County Transit Authority Active DR Demand Response \n", - "88163 El Dorado County Transit Authority Active DR Demand Response \n", - "88164 El Dorado County Transit Authority Active DR Demand Response \n", - "88165 El Dorado County Transit Authority Active DR Demand Response \n", - "88166 El Dorado County Transit Authority Active DR Demand Response \n", - "88167 El Dorado County Transit Authority Active DR Demand Response \n", - "88168 El Dorado County Transit Authority Active DR Demand Response \n", - "88169 El Dorado County Transit Authority Active DR Demand Response \n", - "88170 El Dorado County Transit Authority Active DR Demand Response \n", - "88171 El Dorado County Transit Authority Active DR Demand Response \n", - "88172 El Dorado County Transit Authority Active DR Demand Response \n", - "88173 El Dorado County Transit Authority Active DR Demand Response \n", - "88174 El Dorado County Transit Authority Active DR Demand Response \n", - "88175 El Dorado County Transit Authority Active DR Demand Response \n", - 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"88204 El Dorado County Transit Authority Active DR Demand Response \n", - "88205 El Dorado County Transit Authority Active DR Demand Response \n", - "88206 El Dorado County Transit Authority Active DR Demand Response \n", - "88207 El Dorado County Transit Authority Active DR Demand Response \n", - "88208 El Dorado County Transit Authority Active DR Demand Response \n", - "88209 El Dorado County Transit Authority Active DR Demand Response \n", - "88210 El Dorado County Transit Authority Active DR Demand Response \n", - "88211 El Dorado County Transit Authority Active DR Demand Response \n", - "88212 El Dorado County Transit Authority Active DR Demand Response \n", - "88213 El Dorado County Transit Authority Active DR Demand Response \n", - "88214 El Dorado County Transit Authority Active DR Demand Response \n", - "88215 El Dorado County Transit Authority Active DR Demand Response \n", - "88216 El Dorado County Transit Authority Active DR Demand Response \n", - "88217 El Dorado County Transit Authority Active DR Demand Response \n", - "88218 El Dorado County Transit Authority Active DR Demand Response \n", - "88219 El Dorado County Transit Authority Active DR Demand Response \n", - "88220 El Dorado County Transit Authority Active DR Demand Response \n", - "88221 El Dorado County Transit Authority Active DR Demand Response \n", - "88222 El Dorado County Transit Authority Active DR Demand Response \n", - "88223 El Dorado County Transit Authority Active DR Demand Response \n", - "88224 El Dorado County Transit Authority Active DR Demand Response \n", - "88225 El Dorado County Transit Authority Active DR Demand Response \n", - "88226 El Dorado County Transit Authority Active DR Demand Response \n", - "88227 El Dorado County Transit Authority Active DR Demand Response \n", - "88228 El Dorado County Transit Authority Active DR Demand Response \n", - "88229 El Dorado County Transit Authority Active DR Demand Response \n", - "88230 El Dorado County Transit Authority Active DR Demand Response \n", - "88231 El Dorado County Transit Authority Active DR Demand Response \n", - "88232 El Dorado County Transit Authority Active DR Demand Response \n", - "88233 El Dorado County Transit Authority Active DR Demand Response \n", - "88234 El Dorado County Transit Authority Active DR Demand Response \n", - "88235 El Dorado County Transit Authority Active DR Demand Response \n", - "88236 El Dorado County Transit Authority Active DR Demand Response \n", - "88237 El Dorado County Transit Authority Active DR Demand Response \n", - "88238 El Dorado County Transit Authority Active DR Demand Response \n", - "88239 El Dorado County Transit Authority Active DR Demand Response \n", - "88240 El Dorado County Transit Authority Active DR Demand Response \n", - "88241 El Dorado County Transit Authority Active DR Demand Response \n", - "88242 El Dorado County Transit Authority Active DR Demand Response \n", - "88243 El Dorado County Transit Authority Active DR Demand Response \n", - "88244 El Dorado County Transit Authority Active DR Demand Response \n", - "88245 El Dorado County Transit Authority Active DR Demand Response \n", - "88246 El Dorado County Transit Authority Active DR Demand Response \n", - "88247 El Dorado County Transit Authority Active DR Demand Response \n", - "88248 El Dorado County Transit Authority Active DR Demand Response \n", - "88249 El Dorado County Transit Authority Active DR Demand Response \n", - "88250 El Dorado County Transit Authority Active DR Demand Response \n", - "88251 El Dorado County Transit Authority Active DR Demand Response \n", - "88252 El Dorado County Transit Authority Active DR Demand Response \n", - "88253 El Dorado County Transit Authority Active DR Demand Response \n", - "88254 El Dorado County Transit Authority Active DR Demand Response \n", - "88255 El Dorado County Transit Authority Active DR Demand Response \n", - "88256 El Dorado County Transit Authority Active DR Demand Response \n", - "88257 El Dorado County Transit Authority Active DR Demand Response \n", - "88258 El Dorado County Transit Authority Active DR Demand Response \n", - "88259 El Dorado County Transit Authority Active DR Demand Response \n", - 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"88274 El Dorado County Transit Authority Active DR Demand Response \n", - "88275 El Dorado County Transit Authority Active DR Demand Response \n", - "88276 El Dorado County Transit Authority Active DR Demand Response \n", - "88277 El Dorado County Transit Authority Active DR Demand Response \n", - "88278 El Dorado County Transit Authority Active DR Demand Response \n", - "88279 El Dorado County Transit Authority Active DR Demand Response \n", - "88280 El Dorado County Transit Authority Active DR Demand Response \n", - "88281 El Dorado County Transit Authority Active DR Demand Response \n", - "88282 El Dorado County Transit Authority Active DR Demand Response \n", - "88283 El Dorado County Transit Authority Active DR Demand Response \n", - "88284 El Dorado County Transit Authority Active DR Demand Response \n", - "88285 El Dorado County Transit Authority Active DR Demand Response \n", - "88286 El Dorado County Transit Authority Active DR Demand Response \n", - "88287 El Dorado County Transit Authority Active DR Demand Response \n", - "88288 El Dorado County Transit Authority Active DR Demand Response \n", - "88289 El Dorado County Transit Authority Active DR Demand Response \n", - "88290 El Dorado County Transit Authority Active DR Demand Response \n", - "88291 El Dorado County Transit Authority Active DR Demand Response \n", - "88292 El Dorado County Transit Authority Active DR Demand Response \n", - "88293 El Dorado County Transit Authority Active DR Demand Response \n", - "88294 El Dorado County Transit Authority Active DR Demand Response \n", - "88295 El Dorado County Transit Authority Active DR Demand Response \n", - "88296 El Dorado County Transit Authority Active DR Demand Response \n", - "88297 El Dorado County Transit Authority Active DR Demand Response \n", - "88298 El Dorado County Transit Authority Active DR Demand Response \n", - "88299 El Dorado County Transit Authority Active DR Demand Response \n", - "88300 El Dorado County Transit Authority Active DR Demand Response \n", - "88301 El Dorado County Transit Authority Active DR Demand Response \n", - "88302 El Dorado County Transit Authority Active DR Demand Response \n", - "88303 El Dorado County Transit Authority Active DR Demand Response \n", - "88304 El Dorado County Transit Authority Active DR Demand Response \n", - "88305 El Dorado County Transit Authority Active DR Demand Response \n", - "88306 El Dorado County Transit Authority Active DR Demand Response \n", - "88307 El Dorado County Transit Authority Active DR Demand Response \n", - "88308 El Dorado County Transit Authority Active DR Demand Response \n", - "88309 El Dorado County Transit Authority Active DR Demand Response \n", - "88310 El Dorado County Transit Authority Active DR Demand Response \n", - "88311 El Dorado County Transit Authority Active DR Demand Response \n", - "88312 El Dorado County Transit Authority Active DR Demand Response \n", - "88313 El Dorado County Transit Authority Active DR Demand Response \n", - "88314 El Dorado County Transit Authority Active DR Demand Response \n", - "88315 El Dorado County Transit Authority Active DR Demand Response \n", - "88316 El Dorado County Transit Authority Active DR Demand Response \n", - "88317 El Dorado County Transit Authority Active DR Demand Response \n", - "88318 El Dorado County Transit Authority Active DR Demand Response \n", - "88319 El Dorado County Transit Authority Active DR Demand Response \n", - "88320 El Dorado County Transit Authority Active DR Demand Response \n", - "88321 El Dorado County Transit Authority Active DR Demand Response \n", - "88322 El Dorado County Transit Authority Active DR Demand Response \n", - "88323 El Dorado County Transit Authority Active DR Demand Response \n", - "88324 El Dorado County Transit Authority Active DR Demand Response \n", - "88325 El Dorado County Transit Authority Active DR Demand Response \n", - "88326 El Dorado County Transit Authority Active DR Demand Response \n", - "88327 El Dorado County Transit Authority Active DR Demand Response \n", - "88328 El Dorado County Transit Authority Active DR Demand Response \n", - "88329 El Dorado County Transit Authority Active DR Demand Response \n", - "88330 El Dorado County Transit Authority Active DR Demand Response \n", - "88331 El Dorado County Transit Authority Active DR Demand Response \n", - "88332 El Dorado County Transit Authority Active DR Demand Response \n", - "88333 El Dorado County Transit Authority Active DR Demand Response \n", - "88334 El Dorado County Transit Authority Active DR Demand Response \n", - "88335 El Dorado County Transit Authority Active DR Demand Response \n", - "88336 El Dorado County Transit Authority Active DR Demand Response \n", - "88337 El Dorado County Transit Authority Active DR Demand Response \n", - "88338 El Dorado County Transit Authority Active DR Demand Response \n", - "88339 El Dorado County Transit Authority Active DR Demand Response \n", - "88340 El Dorado County Transit Authority Active DR Demand Response \n", - "88341 El Dorado County Transit Authority Active DR Demand Response \n", - "88342 El Dorado County Transit Authority Active DR Demand Response \n", - "88343 El Dorado County Transit Authority Active DR Demand Response \n", - "88344 El Dorado County Transit Authority Active DR Demand Response \n", - "88345 El Dorado County Transit Authority Active DR Demand Response \n", - "\n", - " service_type _3_mode tos legacy_ntd_id period_year_month \\\n", - "35230 Fixed Route Bus DO 9229 2014-11 \n", - "35231 Fixed Route Bus DO 9229 2012-01 \n", - "35232 Fixed Route Bus DO 9229 2011-06 \n", - "35233 Fixed Route Bus DO 9229 2024-04 \n", - "35234 Fixed Route Bus DO 9229 2009-08 \n", - "35235 Fixed Route Bus DO 9229 2006-06 \n", - "35236 Fixed Route Bus DO 9229 2015-08 \n", - "35237 Fixed Route Bus DO 9229 2016-08 \n", - "35238 Fixed Route Bus DO 9229 2023-10 \n", - "35239 Fixed Route Bus DO 9229 2022-10 \n", - "35240 Fixed Route Bus DO 9229 2011-05 \n", - "35241 Fixed Route Bus DO 9229 2010-07 \n", - "35242 Fixed Route Bus DO 9229 2019-05 \n", - "35243 Fixed Route Bus DO 9229 2005-03 \n", - "35244 Fixed Route Bus DO 9229 2012-06 \n", - "35245 Fixed Route Bus DO 9229 2004-10 \n", - "35246 Fixed Route Bus DO 9229 2012-02 \n", - "35247 Fixed Route Bus DO 9229 2018-09 \n", - "35248 Fixed Route Bus DO 9229 2005-08 \n", - "35249 Fixed Route Bus DO 9229 2015-06 \n", - "35250 Fixed Route Bus DO 9229 2009-11 \n", - "35251 Fixed Route Bus DO 9229 2006-02 \n", - "35252 Fixed Route Bus DO 9229 2019-09 \n", - "35253 Fixed Route Bus DO 9229 2020-12 \n", - "35254 Fixed Route Bus DO 9229 2018-11 \n", - "35255 Fixed Route Bus DO 9229 2004-08 \n", - "35256 Fixed Route Bus DO 9229 2010-12 \n", - "35257 Fixed Route Bus DO 9229 2004-09 \n", - "35258 Fixed Route Bus DO 9229 2013-06 \n", - "35259 Fixed Route Bus DO 9229 2008-11 \n", - "35260 Fixed Route Bus DO 9229 2012-12 \n", - "35261 Fixed Route Bus DO 9229 2004-12 \n", - "35262 Fixed Route Bus DO 9229 2004-05 \n", - "35263 Fixed Route Bus DO 9229 2015-12 \n", - "35264 Fixed Route Bus DO 9229 2012-09 \n", - "35265 Fixed Route Bus DO 9229 2006-05 \n", - "35266 Fixed Route Bus DO 9229 2007-01 \n", - "35267 Fixed Route Bus DO 9229 2018-01 \n", - "35268 Fixed Route Bus DO 9229 2011-11 \n", - "35269 Fixed Route Bus DO 9229 2002-06 \n", - "35270 Fixed Route Bus DO 9229 2014-01 \n", - "35271 Fixed Route Bus DO 9229 2009-06 \n", - "35272 Fixed Route Bus DO 9229 2021-08 \n", - "35273 Fixed Route Bus DO 9229 2006-07 \n", - "35274 Fixed Route Bus DO 9229 2014-03 \n", - "35275 Fixed Route Bus DO 9229 2002-09 \n", - "35276 Fixed Route Bus DO 9229 2014-07 \n", - "35277 Fixed Route Bus DO 9229 2012-08 \n", - "35278 Fixed Route Bus DO 9229 2021-02 \n", - "35279 Fixed Route Bus DO 9229 2004-06 \n", - "35280 Fixed Route Bus DO 9229 2003-06 \n", - "35281 Fixed Route Bus DO 9229 2007-09 \n", - "35282 Fixed Route Bus DO 9229 2004-04 \n", - "35283 Fixed Route Bus DO 9229 2019-02 \n", - "35284 Fixed Route Bus DO 9229 2013-05 \n", - "35285 Fixed Route Bus DO 9229 2021-10 \n", - "35286 Fixed Route Bus DO 9229 2023-05 \n", - "35287 Fixed Route Bus DO 9229 2019-08 \n", - "35288 Fixed Route Bus DO 9229 2017-10 \n", - "35289 Fixed Route Bus DO 9229 2023-01 \n", - "35290 Fixed Route Bus DO 9229 2021-09 \n", - "35291 Fixed Route Bus DO 9229 2019-10 \n", - "35292 Fixed Route Bus DO 9229 2008-01 \n", - "35293 Fixed Route Bus DO 9229 2005-12 \n", - "35294 Fixed Route Bus DO 9229 2022-11 \n", - "35295 Fixed Route Bus DO 9229 2003-11 \n", - "35296 Fixed Route Bus DO 9229 2015-10 \n", - "35297 Fixed Route Bus DO 9229 2013-02 \n", - "35298 Fixed Route Bus DO 9229 2011-03 \n", - "35299 Fixed Route Bus DO 9229 2021-07 \n", - "35300 Fixed Route Bus DO 9229 2017-08 \n", - "35301 Fixed Route Bus DO 9229 2015-07 \n", - "35302 Fixed Route Bus DO 9229 2008-02 \n", - "35303 Fixed Route Bus DO 9229 2020-06 \n", - "35304 Fixed Route Bus DO 9229 2016-07 \n", - "35305 Fixed Route Bus DO 9229 2022-12 \n", - "35306 Fixed Route Bus DO 9229 2006-11 \n", - "35307 Fixed Route Bus DO 9229 2023-06 \n", - "35308 Fixed Route Bus DO 9229 2007-11 \n", - "35309 Fixed Route Bus DO 9229 2003-12 \n", - "35310 Fixed Route Bus DO 9229 2017-11 \n", - "35311 Fixed Route Bus DO 9229 2017-05 \n", - "35312 Fixed Route Bus DO 9229 2012-03 \n", - "35313 Fixed Route Bus DO 9229 2006-12 \n", - "35314 Fixed Route Bus DO 9229 2010-02 \n", - "35315 Fixed Route Bus DO 9229 2007-07 \n", - "35316 Fixed Route Bus DO 9229 2009-01 \n", - "35317 Fixed Route Bus DO 9229 2023-04 \n", - "35318 Fixed Route Bus DO 9229 2011-09 \n", - "35319 Fixed Route Bus DO 9229 2002-04 \n", - "35320 Fixed Route Bus DO 9229 2015-04 \n", - "35321 Fixed Route Bus DO 9229 2016-02 \n", - "35322 Fixed Route Bus DO 9229 2002-08 \n", - "35323 Fixed Route Bus DO 9229 2023-07 \n", - "35324 Fixed Route Bus DO 9229 2020-05 \n", - "35325 Fixed Route Bus DO 9229 2016-04 \n", - "35326 Fixed Route Bus DO 9229 2004-01 \n", - "35327 Fixed Route Bus DO 9229 2003-02 \n", - "35328 Fixed Route Bus DO 9229 2003-01 \n", - "35329 Fixed Route Bus DO 9229 2011-08 \n", - "35330 Fixed Route Bus DO 9229 2018-05 \n", - "35331 Fixed Route Bus DO 9229 2019-07 \n", - "35332 Fixed Route Bus DO 9229 2023-11 \n", - "35333 Fixed Route Bus DO 9229 2013-04 \n", - "35334 Fixed Route Bus DO 9229 2005-09 \n", - "35335 Fixed Route Bus DO 9229 2017-06 \n", - "35336 Fixed Route Bus DO 9229 2019-04 \n", - "35337 Fixed Route Bus DO 9229 2014-02 \n", - "35338 Fixed Route Bus DO 9229 2003-08 \n", - "35339 Fixed Route Bus DO 9229 2008-10 \n", - "35340 Fixed Route Bus DO 9229 2013-07 \n", - "35341 Fixed Route Bus DO 9229 2002-07 \n", - "35342 Fixed Route Bus DO 9229 2020-08 \n", - "35343 Fixed Route Bus DO 9229 2023-12 \n", - "35344 Fixed Route Bus DO 9229 2016-06 \n", - "35345 Fixed Route Bus DO 9229 2003-04 \n", - "35346 Fixed Route Bus DO 9229 2004-03 \n", - "35347 Fixed Route Bus DO 9229 2024-07 \n", - "35348 Fixed Route Bus DO 9229 2005-02 \n", - "35349 Fixed Route Bus DO 9229 2003-05 \n", - "35350 Fixed Route Bus DO 9229 2002-12 \n", - "35351 Fixed Route Bus DO 9229 2017-09 \n", - "35352 Fixed Route Bus DO 9229 2024-06 \n", - "35353 Fixed Route Bus DO 9229 2010-01 \n", - "35354 Fixed Route Bus DO 9229 2019-03 \n", - "35355 Fixed Route Bus DO 9229 2014-04 \n", - "35356 Fixed Route Bus DO 9229 2011-02 \n", - "35357 Fixed Route Bus DO 9229 2006-04 \n", - "35358 Fixed Route Bus DO 9229 2022-04 \n", - "35359 Fixed Route Bus DO 9229 2004-02 \n", - "35360 Fixed Route Bus DO 9229 2009-02 \n", - "35361 Fixed Route Bus DO 9229 2023-08 \n", - "35362 Fixed Route Bus DO 9229 2020-07 \n", - "35363 Fixed Route Bus DO 9229 2018-12 \n", - "35364 Fixed Route Bus DO 9229 2008-08 \n", - "35365 Fixed Route Bus DO 9229 2013-08 \n", - "35366 Fixed Route Bus DO 9229 2006-10 \n", - "35367 Fixed Route Bus DO 9229 2013-01 \n", - "35368 Fixed Route Bus DO 9229 2014-06 \n", - "35369 Fixed Route Bus DO 9229 2005-07 \n", - "35370 Fixed Route Bus DO 9229 2015-09 \n", - "35371 Fixed Route Bus DO 9229 2008-06 \n", - "35372 Fixed Route Bus DO 9229 2024-03 \n", - "35373 Fixed Route Bus DO 9229 2024-05 \n", - "35374 Fixed Route Bus DO 9229 2023-03 \n", - "35375 Fixed Route Bus DO 9229 2010-06 \n", - "35376 Fixed Route Bus DO 9229 2007-03 \n", - "35377 Fixed Route Bus DO 9229 2008-03 \n", - "35378 Fixed Route Bus DO 9229 2020-10 \n", - "35379 Fixed Route Bus DO 9229 2020-01 \n", - "35380 Fixed Route Bus DO 9229 2015-05 \n", - "35381 Fixed Route Bus DO 9229 2011-01 \n", - "35382 Fixed Route Bus DO 9229 2002-01 \n", - "35383 Fixed Route Bus DO 9229 2003-03 \n", - "35384 Fixed Route Bus DO 9229 2005-04 \n", - "35385 Fixed Route Bus DO 9229 2020-02 \n", - "35386 Fixed Route Bus DO 9229 2016-10 \n", - "35387 Fixed Route Bus DO 9229 2007-05 \n", - "35388 Fixed Route Bus DO 9229 2003-07 \n", - "35389 Fixed Route Bus DO 9229 2019-12 \n", - "35390 Fixed Route Bus DO 9229 2014-08 \n", - "35391 Fixed Route Bus DO 9229 2004-07 \n", - "35392 Fixed Route Bus DO 9229 2007-10 \n", - "35393 Fixed Route Bus DO 9229 2022-01 \n", - "35394 Fixed Route Bus DO 9229 2009-12 \n", - "35395 Fixed Route Bus DO 9229 2006-03 \n", - "35396 Fixed Route Bus DO 9229 2009-05 \n", - "35397 Fixed Route Bus DO 9229 2016-11 \n", - "35398 Fixed Route Bus DO 9229 2010-09 \n", - "35399 Fixed Route Bus DO 9229 2010-04 \n", - "35400 Fixed Route Bus DO 9229 2009-09 \n", - "35401 Fixed Route Bus DO 9229 2021-04 \n", - "35402 Fixed Route Bus DO 9229 2022-07 \n", - "35403 Fixed Route Bus DO 9229 2019-06 \n", - "35404 Fixed Route Bus DO 9229 2021-11 \n", - "35405 Fixed Route Bus DO 9229 2015-03 \n", - "35406 Fixed Route Bus DO 9229 2020-03 \n", - "35407 Fixed Route Bus DO 9229 2003-10 \n", - "35408 Fixed Route Bus DO 9229 2009-03 \n", - "35409 Fixed Route Bus DO 9229 2022-06 \n", - "35410 Fixed Route Bus DO 9229 2022-02 \n", - "35411 Fixed Route Bus DO 9229 2017-12 \n", - "35412 Fixed Route Bus DO 9229 2012-05 \n", - "35413 Fixed Route Bus DO 9229 2013-12 \n", - "35414 Fixed Route Bus DO 9229 2011-10 \n", - "35415 Fixed Route Bus DO 9229 2005-11 \n", - "35416 Fixed Route Bus DO 9229 2018-03 \n", - "35417 Fixed Route Bus DO 9229 2016-12 \n", - "35418 Fixed Route Bus DO 9229 2023-02 \n", - "35419 Fixed Route Bus DO 9229 2006-08 \n", - "35420 Fixed Route Bus DO 9229 2012-11 \n", - "35421 Fixed Route Bus DO 9229 2015-01 \n", - "35422 Fixed Route Bus DO 9229 2006-09 \n", - "35423 Fixed Route Bus DO 9229 2012-10 \n", - "35424 Fixed Route Bus DO 9229 2011-07 \n", - "35425 Fixed Route Bus DO 9229 2008-04 \n", - "35426 Fixed Route Bus DO 9229 2016-03 \n", - "35427 Fixed Route Bus DO 9229 2018-07 \n", - "35428 Fixed Route Bus DO 9229 2010-03 \n", - "35429 Fixed Route Bus DO 9229 2002-02 \n", - "35430 Fixed Route Bus DO 9229 2022-03 \n", - "35431 Fixed Route Bus DO 9229 2011-04 \n", - "35432 Fixed Route Bus DO 9229 2021-05 \n", - "35433 Fixed Route Bus DO 9229 2017-04 \n", - "35434 Fixed Route Bus DO 9229 2008-12 \n", - "35435 Fixed Route Bus DO 9229 2010-08 \n", - "35436 Fixed Route Bus DO 9229 2005-06 \n", - "35437 Fixed Route Bus DO 9229 2016-01 \n", - "35438 Fixed Route Bus DO 9229 2015-11 \n", - "35439 Fixed Route Bus DO 9229 2017-01 \n", - "35440 Fixed Route Bus DO 9229 2002-03 \n", - "35441 Fixed Route Bus DO 9229 2021-01 \n", - "35442 Fixed Route Bus DO 9229 2012-07 \n", - "35443 Fixed Route Bus DO 9229 2017-07 \n", - "35444 Fixed Route Bus DO 9229 2018-08 \n", - "35445 Fixed Route Bus DO 9229 2014-09 \n", - "35446 Fixed Route Bus DO 9229 2022-08 \n", - "35447 Fixed Route Bus DO 9229 2024-02 \n", - "35448 Fixed Route Bus DO 9229 2009-10 \n", - "35449 Fixed Route Bus DO 9229 2019-11 \n", - "35450 Fixed Route Bus DO 9229 2013-03 \n", - "35451 Fixed Route Bus DO 9229 2017-03 \n", - "35452 Fixed Route Bus DO 9229 2013-10 \n", - "35453 Fixed Route Bus DO 9229 2004-11 \n", - "35454 Fixed Route Bus DO 9229 2002-10 \n", - "35455 Fixed Route Bus DO 9229 2005-10 \n", - "35456 Fixed Route Bus DO 9229 2021-12 \n", - "35457 Fixed Route Bus DO 9229 2009-04 \n", - "35458 Fixed Route Bus DO 9229 2002-11 \n", - "35459 Fixed Route Bus DO 9229 2008-05 \n", - "35460 Fixed Route Bus DO 9229 2024-01 \n", - "35461 Fixed Route Bus DO 9229 2018-02 \n", - "35462 Fixed Route Bus DO 9229 2016-09 \n", - "35463 Fixed Route Bus DO 9229 2018-10 \n", - "35464 Fixed Route Bus DO 9229 2013-09 \n", - "35465 Fixed Route Bus DO 9229 2014-10 \n", - "35466 Fixed Route Bus DO 9229 2007-12 \n", - "35467 Fixed Route Bus DO 9229 2015-02 \n", - "35468 Fixed Route Bus DO 9229 2006-01 \n", - "35469 Fixed Route Bus DO 9229 2009-07 \n", - "35470 Fixed Route Bus DO 9229 2016-05 \n", - "35471 Fixed Route Bus DO 9229 2017-02 \n", - "35472 Fixed Route Bus DO 9229 2019-01 \n", - "35473 Fixed Route Bus DO 9229 2005-05 \n", - "35474 Fixed Route Bus DO 9229 2010-11 \n", - "35475 Fixed Route Bus DO 9229 2008-07 \n", - "35476 Fixed Route Bus DO 9229 2014-12 \n", - "35477 Fixed Route Bus DO 9229 2020-04 \n", - "35478 Fixed Route Bus DO 9229 2002-05 \n", - "35479 Fixed Route Bus DO 9229 2012-04 \n", - "35480 Fixed Route Bus DO 9229 2007-02 \n", - "35481 Fixed Route Bus DO 9229 2023-09 \n", - "35482 Fixed Route Bus DO 9229 2007-08 \n", - "35483 Fixed Route Bus DO 9229 2010-05 \n", - "35484 Fixed Route Bus DO 9229 2021-06 \n", - "35485 Fixed Route Bus DO 9229 2005-01 \n", - "35486 Fixed Route Bus DO 9229 2007-04 \n", - "35487 Fixed Route Bus DO 9229 2020-09 \n", - "35488 Fixed Route Bus DO 9229 2018-06 \n", - "35489 Fixed Route Bus DO 9229 2018-04 \n", - "35490 Fixed Route Bus DO 9229 2020-11 \n", - "35491 Fixed Route Bus DO 9229 2013-11 \n", - "35492 Fixed Route Bus DO 9229 2007-06 \n", - "35493 Fixed Route Bus DO 9229 2011-12 \n", - "35494 Fixed Route Bus DO 9229 2021-03 \n", - "35495 Fixed Route Bus DO 9229 2010-10 \n", - "35496 Fixed Route Bus DO 9229 2014-05 \n", - "35497 Fixed Route Bus DO 9229 2003-09 \n", - "35498 Fixed Route Bus DO 9229 2022-09 \n", - "35499 Fixed Route Bus DO 9229 2008-09 \n", - "35500 Fixed Route Bus DO 9229 2022-05 \n", - "49322 Fixed Route Bus DO 9229 2022-08 \n", - "49323 Fixed Route Bus DO 9229 2009-07 \n", - "49324 Fixed Route Bus DO 9229 2002-04 \n", - "49325 Fixed Route Bus DO 9229 2011-05 \n", - "49326 Fixed Route Bus DO 9229 2011-11 \n", - "49327 Fixed Route Bus DO 9229 2007-11 \n", - "49328 Fixed Route Bus DO 9229 2006-06 \n", - "49329 Fixed Route Bus DO 9229 2007-10 \n", - "49330 Fixed Route Bus DO 9229 2019-07 \n", - "49331 Fixed Route Bus DO 9229 2018-05 \n", - "49332 Fixed Route Bus DO 9229 2023-06 \n", - "49333 Fixed Route Bus DO 9229 2008-06 \n", - "49334 Fixed Route Bus DO 9229 2005-03 \n", - "49335 Fixed Route Bus DO 9229 2011-02 \n", - "49336 Fixed Route Bus DO 9229 2018-01 \n", - "49337 Fixed Route Bus DO 9229 2021-11 \n", - "49338 Fixed Route Bus DO 9229 2003-09 \n", - "49339 Fixed Route Bus DO 9229 2023-09 \n", - "49340 Fixed Route Bus DO 9229 2006-09 \n", - "49341 Fixed Route Bus DO 9229 2021-06 \n", - "49342 Fixed Route Bus DO 9229 2016-05 \n", - "49343 Fixed Route Bus DO 9229 2015-01 \n", - "49344 Fixed Route Bus DO 9229 2023-11 \n", - "49345 Fixed Route Bus DO 9229 2022-07 \n", - "49346 Fixed Route Bus DO 9229 2022-09 \n", - "49347 Fixed Route Bus DO 9229 2002-01 \n", - "49348 Fixed Route Bus DO 9229 2009-08 \n", - "49349 Fixed Route Bus DO 9229 2016-11 \n", - "49350 Fixed Route Bus DO 9229 2006-05 \n", - "49351 Fixed Route Bus DO 9229 2022-03 \n", - "49352 Fixed Route Bus DO 9229 2003-11 \n", - "49353 Fixed Route Bus DO 9229 2014-06 \n", - "49354 Fixed Route Bus DO 9229 2016-08 \n", - "49355 Fixed Route Bus DO 9229 2010-11 \n", - "49356 Fixed Route Bus DO 9229 2020-09 \n", - "49357 Fixed Route Bus DO 9229 2015-02 \n", - "49358 Fixed Route Bus DO 9229 2003-06 \n", - "49359 Fixed Route Bus DO 9229 2013-01 \n", - "49360 Fixed Route Bus DO 9229 2017-09 \n", - "49361 Fixed Route Bus DO 9229 2009-01 \n", - "49362 Fixed Route Bus DO 9229 2005-01 \n", - "49363 Fixed Route Bus DO 9229 2024-06 \n", - "49364 Fixed Route Bus DO 9229 2015-05 \n", - "49365 Fixed Route Bus DO 9229 2008-11 \n", - "49366 Fixed Route Bus DO 9229 2004-03 \n", - "49367 Fixed Route Bus DO 9229 2014-10 \n", - "49368 Fixed Route Bus DO 9229 2020-04 \n", - "49369 Fixed Route Bus DO 9229 2013-12 \n", - "49370 Fixed Route Bus DO 9229 2012-04 \n", - "49371 Fixed Route Bus DO 9229 2017-04 \n", - "49372 Fixed Route Bus DO 9229 2018-04 \n", - "49373 Fixed Route Bus DO 9229 2002-02 \n", - "49374 Fixed Route Bus DO 9229 2018-06 \n", - "49375 Fixed Route Bus DO 9229 2002-10 \n", - "49376 Fixed Route Bus DO 9229 2004-02 \n", - "49377 Fixed Route Bus DO 9229 2006-10 \n", - "49378 Fixed Route Bus DO 9229 2020-12 \n", - "49379 Fixed Route Bus DO 9229 2018-09 \n", - "49380 Fixed Route Bus DO 9229 2005-11 \n", - "49381 Fixed Route Bus DO 9229 2021-09 \n", - "49382 Fixed Route Bus DO 9229 2023-01 \n", - "49383 Fixed Route Bus DO 9229 2006-08 \n", - "49384 Fixed Route Bus DO 9229 2010-01 \n", - "49385 Fixed Route Bus DO 9229 2014-01 \n", - "49386 Fixed Route Bus DO 9229 2010-07 \n", - "49387 Fixed Route Bus DO 9229 2018-08 \n", - "49388 Fixed Route Bus DO 9229 2017-02 \n", - "49389 Fixed Route Bus DO 9229 2016-02 \n", - "49390 Fixed Route Bus DO 9229 2007-12 \n", - "49391 Fixed Route Bus DO 9229 2004-06 \n", - "49392 Fixed Route Bus DO 9229 2003-04 \n", - "49393 Fixed Route Bus DO 9229 2008-03 \n", - "49394 Fixed Route Bus DO 9229 2009-02 \n", - "49395 Fixed Route Bus DO 9229 2006-07 \n", - "49396 Fixed Route Bus DO 9229 2008-01 \n", - "49397 Fixed Route Bus DO 9229 2006-12 \n", - "49398 Fixed Route Bus DO 9229 2010-10 \n", - "49399 Fixed Route Bus DO 9229 2006-01 \n", - "49400 Fixed Route Bus DO 9229 2016-01 \n", - "49401 Fixed Route Bus DO 9229 2007-04 \n", - "49402 Fixed Route Bus DO 9229 2002-12 \n", - "49403 Fixed Route Bus DO 9229 2022-11 \n", - "49404 Fixed Route Bus DO 9229 2021-03 \n", - "49405 Fixed Route Bus DO 9229 2004-12 \n", - "49406 Fixed Route Bus DO 9229 2005-12 \n", - "49407 Fixed Route Bus DO 9229 2022-01 \n", - "49408 Fixed Route Bus DO 9229 2007-08 \n", - "49409 Fixed Route Bus DO 9229 2003-08 \n", - "49410 Fixed Route Bus DO 9229 2020-10 \n", - "49411 Fixed Route Bus DO 9229 2022-04 \n", - "49412 Fixed Route Bus DO 9229 2013-06 \n", - "49413 Fixed Route Bus DO 9229 2006-03 \n", - "49414 Fixed Route Bus DO 9229 2005-05 \n", - "49415 Fixed Route Bus DO 9229 2019-09 \n", - "49416 Fixed Route Bus DO 9229 2003-12 \n", - "49417 Fixed Route Bus DO 9229 2024-05 \n", - "49418 Fixed Route Bus DO 9229 2006-02 \n", - "49419 Fixed Route Bus DO 9229 2017-01 \n", - "49420 Fixed Route Bus DO 9229 2012-12 \n", - "49421 Fixed Route Bus DO 9229 2015-03 \n", - "49422 Fixed Route Bus DO 9229 2006-04 \n", - "49423 Fixed Route Bus DO 9229 2003-05 \n", - "49424 Fixed Route Bus DO 9229 2003-10 \n", - "49425 Fixed Route Bus DO 9229 2007-01 \n", - "49426 Fixed Route Bus DO 9229 2008-09 \n", - "49427 Fixed Route Bus DO 9229 2009-09 \n", - "49428 Fixed Route Bus DO 9229 2018-10 \n", - "49429 Fixed Route Bus DO 9229 2016-04 \n", - "49430 Fixed Route Bus DO 9229 2018-03 \n", - "49431 Fixed Route Bus DO 9229 2022-12 \n", - "49432 Fixed Route Bus DO 9229 2002-06 \n", - "49433 Fixed Route Bus DO 9229 2014-07 \n", - "49434 Fixed Route Bus DO 9229 2014-03 \n", - "49435 Fixed Route Bus DO 9229 2002-08 \n", - "49436 Fixed Route Bus DO 9229 2009-10 \n", - "49437 Fixed Route Bus DO 9229 2021-05 \n", - "49438 Fixed Route Bus DO 9229 2014-11 \n", - "49439 Fixed Route Bus DO 9229 2020-11 \n", - "49440 Fixed Route Bus DO 9229 2021-12 \n", - "49441 Fixed Route Bus DO 9229 2014-09 \n", - "49442 Fixed Route Bus DO 9229 2012-05 \n", - "49443 Fixed Route Bus DO 9229 2015-07 \n", - "49444 Fixed Route Bus DO 9229 2004-08 \n", - "49445 Fixed Route Bus DO 9229 2023-05 \n", - "49446 Fixed Route Bus DO 9229 2009-12 \n", - "49447 Fixed Route Bus DO 9229 2017-05 \n", - "49448 Fixed Route Bus DO 9229 2011-10 \n", - "49449 Fixed Route Bus DO 9229 2015-04 \n", - "49450 Fixed Route Bus DO 9229 2011-08 \n", - "49451 Fixed Route Bus DO 9229 2010-06 \n", - "49452 Fixed Route Bus DO 9229 2018-07 \n", - "49453 Fixed Route Bus DO 9229 2019-05 \n", - "49454 Fixed Route Bus DO 9229 2017-10 \n", - "49455 Fixed Route Bus DO 9229 2024-04 \n", - "49456 Fixed Route Bus DO 9229 2004-01 \n", - "49457 Fixed Route Bus DO 9229 2007-05 \n", - "49458 Fixed Route Bus DO 9229 2010-09 \n", - "49459 Fixed Route Bus DO 9229 2021-10 \n", - "49460 Fixed Route Bus DO 9229 2010-02 \n", - "49461 Fixed Route Bus DO 9229 2022-02 \n", - "49462 Fixed Route Bus DO 9229 2012-09 \n", - "49463 Fixed Route Bus DO 9229 2002-05 \n", - "49464 Fixed Route Bus DO 9229 2004-07 \n", - "49465 Fixed Route Bus DO 9229 2012-08 \n", - "49466 Fixed Route Bus DO 9229 2015-10 \n", - "49467 Fixed Route Bus DO 9229 2015-12 \n", - "49468 Fixed Route Bus DO 9229 2019-12 \n", - "49469 Fixed Route Bus DO 9229 2011-06 \n", - "49470 Fixed Route Bus DO 9229 2015-06 \n", - "49471 Fixed Route Bus DO 9229 2015-08 \n", - "49472 Fixed Route Bus DO 9229 2014-05 \n", - "49473 Fixed Route Bus DO 9229 2013-08 \n", - "49474 Fixed Route Bus DO 9229 2003-03 \n", - "49475 Fixed Route Bus DO 9229 2018-11 \n", - "49476 Fixed Route Bus DO 9229 2013-02 \n", - "49477 Fixed Route Bus DO 9229 2011-09 \n", - "49478 Fixed Route Bus DO 9229 2013-10 \n", - "49479 Fixed Route Bus DO 9229 2004-09 \n", - "49480 Fixed Route Bus DO 9229 2012-02 \n", - "49481 Fixed Route Bus DO 9229 2017-03 \n", - "49482 Fixed Route Bus DO 9229 2020-06 \n", - "49483 Fixed Route Bus DO 9229 2020-01 \n", - "49484 Fixed Route Bus DO 9229 2014-04 \n", - "49485 Fixed Route Bus DO 9229 2019-06 \n", - "49486 Fixed Route Bus DO 9229 2013-05 \n", - "49487 Fixed Route Bus DO 9229 2012-03 \n", - "49488 Fixed Route Bus DO 9229 2021-07 \n", - "49489 Fixed Route Bus DO 9229 2019-11 \n", - "49490 Fixed Route Bus DO 9229 2005-07 \n", - "49491 Fixed Route Bus DO 9229 2019-03 \n", - "49492 Fixed Route Bus DO 9229 2013-03 \n", - "49493 Fixed Route Bus DO 9229 2016-03 \n", - "49494 Fixed Route Bus DO 9229 2008-05 \n", - "49495 Fixed Route Bus DO 9229 2014-12 \n", - "49496 Fixed Route Bus DO 9229 2011-12 \n", - "49497 Fixed Route Bus DO 9229 2011-03 \n", - "49498 Fixed Route Bus DO 9229 2015-09 \n", - "49499 Fixed Route Bus DO 9229 2024-01 \n", - "49500 Fixed Route Bus DO 9229 2014-02 \n", - "49501 Fixed Route Bus DO 9229 2008-07 \n", - "49502 Fixed Route Bus DO 9229 2013-11 \n", - "49503 Fixed Route Bus DO 9229 2012-11 \n", - "49504 Fixed Route Bus DO 9229 2008-04 \n", - "49505 Fixed Route Bus DO 9229 2005-10 \n", - "49506 Fixed Route Bus DO 9229 2005-06 \n", - "49507 Fixed Route Bus DO 9229 2002-09 \n", - "49508 Fixed Route Bus DO 9229 2007-09 \n", - "49509 Fixed Route Bus DO 9229 2021-08 \n", - "49510 Fixed Route Bus DO 9229 2009-03 \n", - "49511 Fixed Route Bus DO 9229 2017-07 \n", - "49512 Fixed Route Bus DO 9229 2017-11 \n", - "49513 Fixed Route Bus DO 9229 2024-03 \n", - "49514 Fixed Route Bus DO 9229 2007-06 \n", - "49515 Fixed Route Bus DO 9229 2011-01 \n", - "49516 Fixed Route Bus DO 9229 2010-08 \n", - "49517 Fixed Route Bus DO 9229 2019-04 \n", - "49518 Fixed Route Bus DO 9229 2012-06 \n", - "49519 Fixed Route Bus DO 9229 2017-06 \n", - "49520 Fixed Route Bus DO 9229 2017-08 \n", - "49521 Fixed Route Bus DO 9229 2004-05 \n", - "49522 Fixed Route Bus DO 9229 2003-01 \n", - "49523 Fixed Route Bus DO 9229 2009-06 \n", - "49524 Fixed Route Bus DO 9229 2008-08 \n", - "49525 Fixed Route Bus DO 9229 2017-12 \n", - "49526 Fixed Route Bus DO 9229 2010-05 \n", - "49527 Fixed Route Bus DO 9229 2003-07 \n", - "49528 Fixed Route Bus DO 9229 2008-12 \n", - "49529 Fixed Route Bus DO 9229 2019-08 \n", - "49530 Fixed Route Bus DO 9229 2013-09 \n", - "49531 Fixed Route Bus DO 9229 2022-05 \n", - "49532 Fixed Route Bus DO 9229 2023-02 \n", - "49533 Fixed Route Bus DO 9229 2018-12 \n", - "49534 Fixed Route Bus DO 9229 2016-09 \n", - "49535 Fixed Route Bus DO 9229 2016-10 \n", - "49536 Fixed Route Bus DO 9229 2002-03 \n", - "49537 Fixed Route Bus DO 9229 2005-09 \n", - "49538 Fixed Route Bus DO 9229 2005-02 \n", - "49539 Fixed Route Bus DO 9229 2022-06 \n", - "49540 Fixed Route Bus DO 9229 2023-10 \n", - "49541 Fixed Route Bus DO 9229 2007-03 \n", - "49542 Fixed Route Bus DO 9229 2020-02 \n", - "49543 Fixed Route Bus DO 9229 2007-02 \n", - "49544 Fixed Route Bus DO 9229 2007-07 \n", - "49545 Fixed Route Bus DO 9229 2010-04 \n", - "49546 Fixed Route Bus DO 9229 2009-05 \n", - "49547 Fixed Route Bus DO 9229 2021-01 \n", - "49548 Fixed Route Bus DO 9229 2006-11 \n", - "49549 Fixed Route Bus DO 9229 2012-07 \n", - "49550 Fixed Route Bus DO 9229 2014-08 \n", - "49551 Fixed Route Bus DO 9229 2002-07 \n", - "49552 Fixed Route Bus DO 9229 2011-04 \n", - "49553 Fixed Route Bus DO 9229 2024-07 \n", - "49554 Fixed Route Bus DO 9229 2019-01 \n", - "49555 Fixed Route Bus DO 9229 2016-07 \n", - "49556 Fixed Route Bus DO 9229 2018-02 \n", - "49557 Fixed Route Bus DO 9229 2005-04 \n", - "49558 Fixed Route Bus DO 9229 2009-11 \n", - "49559 Fixed Route Bus DO 9229 2008-10 \n", - "49560 Fixed Route Bus DO 9229 2009-04 \n", - "49561 Fixed Route Bus DO 9229 2012-10 \n", - "49562 Fixed Route Bus DO 9229 2012-01 \n", - "49563 Fixed Route Bus DO 9229 2024-02 \n", - "49564 Fixed Route Bus DO 9229 2021-02 \n", - "49565 Fixed Route Bus DO 9229 2023-04 \n", - "49566 Fixed Route Bus DO 9229 2020-03 \n", - "49567 Fixed Route Bus DO 9229 2023-07 \n", - "49568 Fixed Route Bus DO 9229 2022-10 \n", - "49569 Fixed Route Bus DO 9229 2020-05 \n", - "49570 Fixed Route Bus DO 9229 2020-07 \n", - "49571 Fixed Route Bus DO 9229 2023-03 \n", - "49572 Fixed Route Bus DO 9229 2021-04 \n", - "49573 Fixed Route Bus DO 9229 2016-06 \n", - "49574 Fixed Route Bus DO 9229 2008-02 \n", - "49575 Fixed Route Bus DO 9229 2004-11 \n", - "49576 Fixed Route Bus DO 9229 2004-04 \n", - "49577 Fixed Route Bus DO 9229 2023-08 \n", - "49578 Fixed Route Bus DO 9229 2010-12 \n", - "49579 Fixed Route Bus DO 9229 2010-03 \n", - "49580 Fixed Route Bus DO 9229 2003-02 \n", - "49581 Fixed Route Bus DO 9229 2023-12 \n", - "49582 Fixed Route Bus DO 9229 2013-04 \n", - "49583 Fixed Route Bus DO 9229 2015-11 \n", - "49584 Fixed Route Bus DO 9229 2005-08 \n", - "49585 Fixed Route Bus DO 9229 2020-08 \n", - "49586 Fixed Route Bus DO 9229 2019-02 \n", - "49587 Fixed Route Bus DO 9229 2019-10 \n", - "49588 Fixed Route Bus DO 9229 2002-11 \n", - "49589 Fixed Route Bus DO 9229 2004-10 \n", - "49590 Fixed Route Bus DO 9229 2011-07 \n", - "49591 Fixed Route Bus DO 9229 2013-07 \n", - "49592 Fixed Route Bus DO 9229 2016-12 \n", - "88075 Demand Response Bus DO 9229 2006-04 \n", - "88076 Demand Response Bus DO 9229 2022-11 \n", - "88077 Demand Response Bus DO 9229 2002-08 \n", - "88078 Demand Response Bus DO 9229 2018-02 \n", - "88079 Demand Response Bus DO 9229 2015-05 \n", - "88080 Demand Response Bus DO 9229 2023-03 \n", - "88081 Demand Response Bus DO 9229 2020-11 \n", - "88082 Demand Response Bus DO 9229 2005-11 \n", - "88083 Demand Response Bus DO 9229 2002-09 \n", - "88084 Demand Response Bus DO 9229 2008-10 \n", - "88085 Demand Response Bus DO 9229 2023-01 \n", - "88086 Demand Response Bus DO 9229 2011-07 \n", - "88087 Demand Response Bus DO 9229 2012-10 \n", - "88088 Demand Response Bus DO 9229 2014-01 \n", - "88089 Demand Response Bus DO 9229 2009-10 \n", - "88090 Demand Response Bus DO 9229 2019-03 \n", - "88091 Demand Response Bus DO 9229 2024-03 \n", - "88092 Demand Response Bus DO 9229 2013-01 \n", - "88093 Demand Response Bus DO 9229 2007-06 \n", - "88094 Demand Response Bus DO 9229 2014-08 \n", - "88095 Demand Response Bus DO 9229 2023-10 \n", - "88096 Demand Response Bus DO 9229 2004-09 \n", - "88097 Demand Response Bus DO 9229 2004-11 \n", - "88098 Demand Response Bus DO 9229 2002-02 \n", - "88099 Demand Response Bus DO 9229 2002-12 \n", - "88100 Demand Response Bus DO 9229 2009-09 \n", - "88101 Demand Response Bus DO 9229 2019-10 \n", - "88102 Demand Response Bus DO 9229 2002-06 \n", - "88103 Demand Response Bus DO 9229 2021-08 \n", - "88104 Demand Response Bus DO 9229 2021-09 \n", - "88105 Demand Response Bus DO 9229 2008-11 \n", - "88106 Demand Response Bus DO 9229 2012-09 \n", - "88107 Demand Response Bus DO 9229 2012-05 \n", - "88108 Demand Response Bus DO 9229 2016-06 \n", - "88109 Demand Response Bus DO 9229 2008-04 \n", - "88110 Demand Response Bus DO 9229 2009-06 \n", - "88111 Demand Response Bus DO 9229 2008-12 \n", - "88112 Demand Response Bus DO 9229 2004-02 \n", - "88113 Demand Response Bus DO 9229 2023-09 \n", - "88114 Demand Response Bus DO 9229 2011-08 \n", - "88115 Demand Response Bus DO 9229 2007-07 \n", - "88116 Demand Response Bus DO 9229 2013-02 \n", - "88117 Demand Response Bus DO 9229 2020-07 \n", - "88118 Demand Response Bus DO 9229 2021-02 \n", - "88119 Demand Response Bus DO 9229 2009-08 \n", - "88120 Demand Response Bus DO 9229 2015-01 \n", - "88121 Demand Response Bus DO 9229 2012-02 \n", - "88122 Demand Response Bus DO 9229 2016-02 \n", - "88123 Demand Response Bus DO 9229 2020-08 \n", - "88124 Demand Response Bus DO 9229 2009-05 \n", - "88125 Demand Response Bus DO 9229 2005-10 \n", - "88126 Demand Response Bus DO 9229 2006-07 \n", - "88127 Demand Response Bus DO 9229 2024-07 \n", - "88128 Demand Response Bus DO 9229 2005-01 \n", - "88129 Demand Response Bus DO 9229 2005-08 \n", - "88130 Demand Response Bus DO 9229 2024-06 \n", - "88131 Demand Response Bus DO 9229 2015-10 \n", - "88132 Demand Response Bus DO 9229 2007-08 \n", - "88133 Demand Response Bus DO 9229 2022-01 \n", - "88134 Demand Response Bus DO 9229 2007-11 \n", - "88135 Demand Response Bus DO 9229 2017-12 \n", - "88136 Demand Response Bus DO 9229 2015-12 \n", - "88137 Demand Response Bus DO 9229 2003-10 \n", - "88138 Demand Response Bus DO 9229 2005-02 \n", - "88139 Demand Response Bus DO 9229 2010-12 \n", - "88140 Demand Response Bus DO 9229 2022-09 \n", - "88141 Demand Response Bus DO 9229 2020-10 \n", - "88142 Demand Response Bus DO 9229 2010-09 \n", - "88143 Demand Response Bus DO 9229 2005-09 \n", - "88144 Demand Response Bus DO 9229 2015-11 \n", - "88145 Demand Response Bus DO 9229 2011-05 \n", - "88146 Demand Response Bus DO 9229 2006-02 \n", - "88147 Demand Response Bus DO 9229 2020-12 \n", - "88148 Demand Response Bus DO 9229 2010-04 \n", - "88149 Demand Response Bus DO 9229 2014-11 \n", - "88150 Demand Response Bus DO 9229 2023-08 \n", - "88151 Demand Response Bus DO 9229 2006-03 \n", - "88152 Demand Response Bus DO 9229 2003-03 \n", - "88153 Demand Response Bus DO 9229 2019-01 \n", - "88154 Demand Response Bus DO 9229 2007-10 \n", - "88155 Demand Response Bus DO 9229 2003-02 \n", - "88156 Demand Response Bus DO 9229 2014-05 \n", - "88157 Demand Response Bus DO 9229 2019-05 \n", - "88158 Demand Response Bus DO 9229 2004-10 \n", - "88159 Demand Response Bus DO 9229 2002-01 \n", - "88160 Demand Response Bus DO 9229 2013-06 \n", - "88161 Demand Response Bus DO 9229 2011-11 \n", - "88162 Demand Response Bus DO 9229 2023-02 \n", - "88163 Demand Response Bus DO 9229 2023-06 \n", - "88164 Demand Response Bus DO 9229 2016-11 \n", - "88165 Demand Response Bus DO 9229 2013-09 \n", - "88166 Demand Response Bus DO 9229 2005-04 \n", - "88167 Demand Response Bus DO 9229 2013-07 \n", - "88168 Demand Response Bus DO 9229 2013-05 \n", - "88169 Demand Response Bus DO 9229 2005-05 \n", - "88170 Demand Response Bus DO 9229 2013-08 \n", - "88171 Demand Response Bus DO 9229 2003-09 \n", - "88172 Demand Response Bus DO 9229 2013-10 \n", - "88173 Demand Response Bus DO 9229 2021-05 \n", - "88174 Demand Response Bus DO 9229 2012-06 \n", - "88175 Demand Response Bus DO 9229 2019-12 \n", - "88176 Demand Response Bus DO 9229 2011-02 \n", - "88177 Demand Response Bus DO 9229 2016-10 \n", - "88178 Demand Response Bus DO 9229 2004-01 \n", - "88179 Demand Response Bus DO 9229 2011-12 \n", - "88180 Demand Response Bus DO 9229 2010-07 \n", - "88181 Demand Response Bus DO 9229 2010-08 \n", - "88182 Demand Response Bus DO 9229 2011-06 \n", - "88183 Demand Response Bus DO 9229 2014-02 \n", - "88184 Demand Response Bus DO 9229 2015-04 \n", - "88185 Demand Response Bus DO 9229 2017-07 \n", - "88186 Demand Response Bus DO 9229 2015-07 \n", - "88187 Demand Response Bus DO 9229 2006-10 \n", - "88188 Demand Response Bus DO 9229 2008-07 \n", - "88189 Demand Response Bus DO 9229 2002-07 \n", - "88190 Demand Response Bus DO 9229 2019-09 \n", - "88191 Demand Response Bus DO 9229 2012-12 \n", - "88192 Demand Response Bus DO 9229 2020-01 \n", - "88193 Demand Response Bus DO 9229 2003-01 \n", - "88194 Demand Response Bus DO 9229 2017-02 \n", - "88195 Demand Response Bus DO 9229 2004-05 \n", - "88196 Demand Response Bus DO 9229 2009-03 \n", - "88197 Demand Response Bus DO 9229 2020-06 \n", - "88198 Demand Response Bus DO 9229 2004-08 \n", - "88199 Demand Response Bus DO 9229 2024-05 \n", - "88200 Demand Response Bus DO 9229 2019-06 \n", - "88201 Demand Response Bus DO 9229 2018-09 \n", - "88202 Demand Response Bus DO 9229 2016-09 \n", - "88203 Demand Response Bus DO 9229 2008-01 \n", - "88204 Demand Response Bus DO 9229 2002-04 \n", - "88205 Demand Response Bus DO 9229 2003-06 \n", - "88206 Demand Response Bus DO 9229 2005-07 \n", - "88207 Demand Response Bus DO 9229 2018-05 \n", - "88208 Demand Response Bus DO 9229 2008-05 \n", - "88209 Demand Response Bus DO 9229 2016-04 \n", - "88210 Demand Response Bus DO 9229 2022-02 \n", - "88211 Demand Response Bus DO 9229 2014-03 \n", - "88212 Demand Response Bus DO 9229 2003-07 \n", - "88213 Demand Response Bus DO 9229 2023-11 \n", - "88214 Demand Response Bus DO 9229 2007-12 \n", - "88215 Demand Response Bus DO 9229 2021-01 \n", - "88216 Demand Response Bus DO 9229 2018-06 \n", - "88217 Demand Response Bus DO 9229 2022-08 \n", - "88218 Demand Response Bus DO 9229 2012-07 \n", - "88219 Demand Response Bus DO 9229 2021-07 \n", - "88220 Demand Response Bus DO 9229 2004-12 \n", - "88221 Demand Response Bus DO 9229 2006-11 \n", - "88222 Demand Response Bus DO 9229 2010-11 \n", - "88223 Demand Response Bus DO 9229 2007-02 \n", - "88224 Demand Response Bus DO 9229 2015-02 \n", - "88225 Demand Response Bus DO 9229 2014-04 \n", - "88226 Demand Response Bus DO 9229 2006-05 \n", - "88227 Demand Response Bus DO 9229 2005-06 \n", - "88228 Demand Response Bus DO 9229 2015-06 \n", - "88229 Demand Response Bus DO 9229 2018-03 \n", - "88230 Demand Response Bus DO 9229 2002-11 \n", - "88231 Demand Response Bus DO 9229 2005-03 \n", - "88232 Demand Response Bus DO 9229 2010-03 \n", - "88233 Demand Response Bus DO 9229 2004-07 \n", - "88234 Demand Response Bus DO 9229 2018-04 \n", - "88235 Demand Response Bus DO 9229 2007-05 \n", - "88236 Demand Response Bus DO 9229 2006-12 \n", - "88237 Demand Response Bus DO 9229 2014-06 \n", - "88238 Demand Response Bus DO 9229 2003-11 \n", - "88239 Demand Response Bus DO 9229 2024-01 \n", - "88240 Demand Response Bus DO 9229 2006-08 \n", - "88241 Demand Response Bus DO 9229 2018-07 \n", - "88242 Demand Response Bus DO 9229 2017-10 \n", - "88243 Demand Response Bus DO 9229 2017-06 \n", - "88244 Demand Response Bus DO 9229 2015-03 \n", - "88245 Demand Response Bus DO 9229 2021-11 \n", - "88246 Demand Response Bus DO 9229 2015-08 \n", - "88247 Demand Response Bus DO 9229 2020-03 \n", - "88248 Demand Response Bus DO 9229 2019-11 \n", - "88249 Demand Response Bus DO 9229 2019-07 \n", - "88250 Demand Response Bus DO 9229 2016-01 \n", - "88251 Demand Response Bus DO 9229 2010-06 \n", - "88252 Demand Response Bus DO 9229 2008-06 \n", - "88253 Demand Response Bus DO 9229 2010-10 \n", - "88254 Demand Response Bus DO 9229 2002-10 \n", - "88255 Demand Response Bus DO 9229 2022-07 \n", - "88256 Demand Response Bus DO 9229 2009-04 \n", - "88257 Demand Response Bus DO 9229 2017-05 \n", - "88258 Demand Response Bus DO 9229 2009-07 \n", - "88259 Demand Response Bus DO 9229 2021-03 \n", - "88260 Demand Response Bus DO 9229 2013-03 \n", - "88261 Demand Response Bus DO 9229 2022-06 \n", - "88262 Demand Response Bus DO 9229 2016-03 \n", - "88263 Demand Response Bus DO 9229 2011-01 \n", - "88264 Demand Response Bus DO 9229 2007-03 \n", - "88265 Demand Response Bus DO 9229 2004-04 \n", - "88266 Demand Response Bus DO 9229 2008-03 \n", - "88267 Demand Response Bus DO 9229 2012-03 \n", - "88268 Demand Response Bus DO 9229 2002-03 \n", - "88269 Demand Response Bus DO 9229 2008-09 \n", - "88270 Demand Response Bus DO 9229 2018-11 \n", - "88271 Demand Response Bus DO 9229 2021-10 \n", - "88272 Demand Response Bus DO 9229 2013-04 \n", - "88273 Demand Response Bus DO 9229 2024-02 \n", - "88274 Demand Response Bus DO 9229 2011-09 \n", - "88275 Demand Response Bus DO 9229 2021-04 \n", - "88276 Demand Response Bus DO 9229 2010-01 \n", - "88277 Demand Response Bus DO 9229 2018-01 \n", - "88278 Demand Response Bus DO 9229 2016-12 \n", - "88279 Demand Response Bus DO 9229 2020-05 \n", - "88280 Demand Response Bus DO 9229 2014-07 \n", - "88281 Demand Response Bus DO 9229 2014-12 \n", - "88282 Demand Response Bus DO 9229 2009-11 \n", - "88283 Demand Response Bus DO 9229 2002-05 \n", - "88284 Demand Response Bus DO 9229 2011-04 \n", - "88285 Demand Response Bus DO 9229 2009-02 \n", - "88286 Demand Response Bus DO 9229 2020-04 \n", - "88287 Demand Response Bus DO 9229 2020-02 \n", - "88288 Demand Response Bus DO 9229 2018-12 \n", - "88289 Demand Response Bus DO 9229 2017-04 \n", - "88290 Demand Response Bus DO 9229 2004-03 \n", - "88291 Demand Response Bus DO 9229 2011-03 \n", - "88292 Demand Response Bus DO 9229 2003-05 \n", - "88293 Demand Response Bus DO 9229 2003-04 \n", - "88294 Demand Response Bus DO 9229 2012-11 \n", - "88295 Demand Response Bus DO 9229 2008-08 \n", - "88296 Demand Response Bus DO 9229 2017-09 \n", - "88297 Demand Response Bus DO 9229 2023-07 \n", - "88298 Demand Response Bus DO 9229 2022-10 \n", - "88299 Demand Response Bus DO 9229 2009-12 \n", - "88300 Demand Response Bus DO 9229 2003-08 \n", - "88301 Demand Response Bus DO 9229 2006-06 \n", - "88302 Demand Response Bus DO 9229 2004-06 \n", - "88303 Demand Response Bus DO 9229 2017-11 \n", - "88304 Demand Response Bus DO 9229 2012-08 \n", - "88305 Demand Response Bus DO 9229 2008-02 \n", - "88306 Demand Response Bus DO 9229 2006-09 \n", - "88307 Demand Response Bus DO 9229 2007-04 \n", - "88308 Demand Response Bus DO 9229 2007-09 \n", - "88309 Demand Response Bus DO 9229 2003-12 \n", - "88310 Demand Response Bus DO 9229 2012-01 \n", - "88311 Demand Response Bus DO 9229 2017-01 \n", - "88312 Demand Response Bus DO 9229 2021-12 \n", - "88313 Demand Response Bus DO 9229 2007-01 \n", - "88314 Demand Response Bus DO 9229 2013-11 \n", - "88315 Demand Response Bus DO 9229 2018-10 \n", - "88316 Demand Response Bus DO 9229 2013-12 \n", - "88317 Demand Response Bus DO 9229 2022-12 \n", - "88318 Demand Response Bus DO 9229 2021-06 \n", - "88319 Demand Response Bus DO 9229 2011-10 \n", - "88320 Demand Response Bus DO 9229 2010-02 \n", - "88321 Demand Response Bus DO 9229 2019-02 \n", - "88322 Demand Response Bus DO 9229 2022-05 \n", - "88323 Demand Response Bus DO 9229 2006-01 \n", - "88324 Demand Response Bus DO 9229 2019-08 \n", - "88325 Demand Response Bus DO 9229 2010-05 \n", - "88326 Demand Response Bus DO 9229 2019-04 \n", - "88327 Demand Response Bus DO 9229 2016-07 \n", - "88328 Demand Response Bus DO 9229 2005-12 \n", - "88329 Demand Response Bus DO 9229 2014-09 \n", - "88330 Demand Response Bus DO 9229 2023-04 \n", - "88331 Demand Response Bus DO 9229 2012-04 \n", - "88332 Demand Response Bus DO 9229 2014-10 \n", - "88333 Demand Response Bus DO 9229 2023-12 \n", - "88334 Demand Response Bus DO 9229 2023-05 \n", - "88335 Demand Response Bus DO 9229 2016-08 \n", - "88336 Demand Response Bus DO 9229 2017-03 \n", - "88337 Demand Response Bus DO 9229 2022-03 \n", - "88338 Demand Response Bus DO 9229 2024-04 \n", - "88339 Demand Response Bus DO 9229 2009-01 \n", - "88340 Demand Response Bus DO 9229 2020-09 \n", - "88341 Demand Response Bus DO 9229 2022-04 \n", - "88342 Demand Response Bus DO 9229 2018-08 \n", - "88343 Demand Response Bus DO 9229 2017-08 \n", - "88344 Demand Response Bus DO 9229 2015-09 \n", - "88345 Demand Response Bus DO 9229 2016-05 \n", - "\n", - " period_year period_month upt vrm vrh voms \\\n", - "35230 2014 11 NaN NaN NaN NaN \n", - "35231 2012 1 NaN NaN NaN NaN \n", - "35232 2011 6 NaN NaN NaN NaN \n", - "35233 2024 4 NaN NaN NaN NaN \n", - "35234 2009 8 NaN NaN NaN NaN \n", - "35235 2006 6 NaN NaN NaN NaN \n", - "35236 2015 8 12903.0 26790.0 1545.0 6.0 \n", - "35237 2016 8 16843.0 45755.0 2355.0 8.0 \n", - "35238 2023 10 NaN NaN NaN NaN \n", - "35239 2022 10 NaN NaN NaN NaN \n", - "35240 2011 5 NaN NaN NaN NaN \n", - "35241 2010 7 NaN NaN NaN NaN \n", - "35242 2019 5 15603.0 47625.0 2569.0 8.0 \n", - "35243 2005 3 NaN NaN NaN NaN \n", - "35244 2012 6 NaN NaN NaN NaN \n", - "35245 2004 10 NaN NaN NaN NaN \n", - "35246 2012 2 NaN NaN NaN NaN \n", - "35247 2018 9 14575.0 42159.0 2241.0 9.0 \n", - "35248 2005 8 NaN NaN NaN NaN \n", - "35249 2015 6 NaN NaN NaN NaN \n", - "35250 2009 11 NaN NaN NaN NaN \n", - "35251 2006 2 NaN NaN NaN NaN \n", - "35252 2019 9 NaN NaN NaN NaN \n", - "35253 2020 12 NaN NaN NaN NaN \n", - "35254 2018 11 14137.0 40591.0 2330.0 9.0 \n", - "35255 2004 8 NaN NaN NaN NaN \n", - "35256 2010 12 NaN NaN NaN NaN \n", - "35257 2004 9 NaN NaN NaN NaN \n", - "35258 2013 6 NaN NaN NaN NaN \n", - "35259 2008 11 NaN NaN NaN NaN \n", - "35260 2012 12 NaN NaN NaN NaN \n", - "35261 2004 12 NaN NaN NaN NaN \n", - "35262 2004 5 NaN NaN NaN NaN \n", - "35263 2015 12 11704.0 26365.0 1541.0 6.0 \n", - "35264 2012 9 NaN NaN NaN NaN \n", - "35265 2006 5 NaN NaN NaN NaN \n", - "35266 2007 1 NaN NaN NaN NaN \n", - "35267 2018 1 13514.0 45466.0 2448.0 6.0 \n", - "35268 2011 11 NaN NaN NaN NaN \n", - "35269 2002 6 NaN NaN NaN NaN \n", - "35270 2014 1 NaN NaN NaN NaN \n", - "35271 2009 6 NaN NaN NaN NaN \n", - "35272 2021 8 NaN NaN NaN NaN \n", - "35273 2006 7 NaN NaN NaN NaN \n", - "35274 2014 3 NaN NaN NaN NaN \n", - "35275 2002 9 NaN NaN NaN NaN \n", - "35276 2014 7 NaN NaN NaN NaN \n", - "35277 2012 8 NaN NaN NaN NaN \n", - "35278 2021 2 NaN NaN NaN NaN \n", - "35279 2004 6 NaN NaN NaN NaN \n", - "35280 2003 6 NaN NaN NaN NaN \n", - "35281 2007 9 NaN NaN NaN NaN \n", - "35282 2004 4 NaN NaN NaN NaN \n", - "35283 2019 2 12851.0 39136.0 2099.0 9.0 \n", - "35284 2013 5 NaN NaN NaN NaN \n", - "35285 2021 10 NaN NaN NaN NaN \n", - "35286 2023 5 NaN NaN NaN NaN \n", - "35287 2019 8 NaN NaN NaN NaN \n", - "35288 2017 10 15742.0 47566.0 2559.0 6.0 \n", - "35289 2023 1 NaN NaN NaN NaN \n", - "35290 2021 9 NaN NaN NaN NaN \n", - "35291 2019 10 NaN NaN NaN NaN \n", - "35292 2008 1 NaN NaN NaN NaN \n", - "35293 2005 12 NaN NaN NaN NaN \n", - "35294 2022 11 NaN NaN NaN NaN \n", - "35295 2003 11 NaN NaN NaN NaN \n", - "35296 2015 10 13805.0 26564.0 1552.0 6.0 \n", - "35297 2013 2 NaN NaN NaN NaN \n", - "35298 2011 3 NaN NaN NaN NaN \n", - "35299 2021 7 NaN NaN NaN NaN \n", - "35300 2017 8 15204.0 49879.0 2679.0 6.0 \n", - "35301 2015 7 11113.0 26833.0 1574.0 6.0 \n", - "35302 2008 2 NaN NaN NaN NaN \n", - "35303 2020 6 NaN NaN NaN NaN \n", - "35304 2016 7 13312.0 39830.0 2039.0 8.0 \n", - "35305 2022 12 NaN NaN NaN NaN \n", - "35306 2006 11 NaN NaN NaN NaN \n", - "35307 2023 6 NaN NaN NaN NaN \n", - "35308 2007 11 NaN NaN NaN NaN \n", - "35309 2003 12 NaN NaN NaN NaN \n", - "35310 2017 11 13032.0 42986.0 2304.0 6.0 \n", - "35311 2017 5 14953.0 44090.0 2254.0 8.0 \n", - "35312 2012 3 NaN NaN NaN NaN \n", - "35313 2006 12 NaN NaN NaN NaN \n", - "35314 2010 2 NaN NaN NaN NaN \n", - "35315 2007 7 NaN NaN NaN NaN \n", - "35316 2009 1 NaN NaN NaN NaN \n", - "35317 2023 4 NaN NaN NaN NaN \n", - "35318 2011 9 NaN NaN NaN NaN \n", - "35319 2002 4 NaN NaN NaN NaN \n", - "35320 2015 4 NaN NaN NaN NaN \n", - "35321 2016 2 12780.0 24846.0 1457.0 6.0 \n", - "35322 2002 8 NaN NaN NaN NaN \n", - "35323 2023 7 NaN NaN NaN NaN \n", - "35324 2020 5 NaN NaN NaN NaN \n", - "35325 2016 4 13945.0 26479.0 1547.0 6.0 \n", - "35326 2004 1 NaN NaN NaN NaN \n", - "35327 2003 2 NaN NaN NaN NaN \n", - "35328 2003 1 NaN NaN NaN NaN \n", - "35329 2011 8 NaN NaN NaN NaN \n", - "35330 2018 5 15409.0 47662.0 2541.0 7.0 \n", - "35331 2019 7 NaN NaN NaN NaN \n", - "35332 2023 11 NaN NaN NaN NaN \n", - "35333 2013 4 NaN NaN NaN NaN \n", - "35334 2005 9 NaN NaN NaN NaN \n", - "35335 2017 6 22029.0 46962.0 2429.0 8.0 \n", - "35336 2019 4 15436.0 47377.0 2571.0 9.0 \n", - "35337 2014 2 NaN NaN NaN NaN \n", - "35338 2003 8 NaN NaN NaN NaN \n", - "35339 2008 10 NaN NaN NaN NaN \n", - "35340 2013 7 NaN NaN NaN NaN \n", - "35341 2002 7 NaN NaN NaN NaN \n", - "35342 2020 8 NaN NaN NaN NaN \n", - "35343 2023 12 NaN NaN NaN NaN \n", - "35344 2016 6 24466.0 29533.0 1769.0 6.0 \n", - "35345 2003 4 NaN NaN NaN NaN \n", - "35346 2004 3 NaN NaN NaN NaN \n", - "35347 2024 7 NaN NaN NaN NaN \n", - "35348 2005 2 NaN NaN NaN NaN \n", - "35349 2003 5 NaN NaN NaN NaN \n", - "35350 2002 12 NaN NaN NaN NaN \n", - "35351 2017 9 14411.0 44097.0 2363.0 6.0 \n", - "35352 2024 6 NaN NaN NaN NaN \n", - "35353 2010 1 NaN NaN NaN NaN \n", - "35354 2019 3 15403.0 45931.0 2481.0 9.0 \n", - "35355 2014 4 NaN NaN NaN NaN \n", - "35356 2011 2 NaN NaN NaN NaN \n", - "35357 2006 4 NaN NaN NaN NaN \n", - "35358 2022 4 NaN NaN NaN NaN \n", - "35359 2004 2 NaN NaN NaN NaN \n", - "35360 2009 2 NaN NaN NaN NaN \n", - "35361 2023 8 NaN NaN NaN NaN \n", - "35362 2020 7 NaN NaN NaN NaN \n", - "35363 2018 12 13337.0 42181.0 2256.0 9.0 \n", - "35364 2008 8 NaN NaN NaN NaN \n", - "35365 2013 8 NaN NaN NaN NaN \n", - "35366 2006 10 NaN NaN NaN NaN \n", - "35367 2013 1 NaN NaN NaN NaN \n", - "35368 2014 6 NaN NaN NaN NaN \n", - "35369 2005 7 NaN NaN NaN NaN \n", - "35370 2015 9 13670.0 26216.0 1537.0 6.0 \n", - "35371 2008 6 NaN NaN NaN NaN \n", - "35372 2024 3 NaN NaN NaN NaN \n", - "35373 2024 5 NaN NaN NaN NaN \n", - "35374 2023 3 NaN NaN NaN NaN \n", - "35375 2010 6 NaN NaN NaN NaN \n", - "35376 2007 3 NaN NaN NaN NaN \n", - "35377 2008 3 NaN NaN NaN NaN \n", - "35378 2020 10 NaN NaN NaN NaN \n", - "35379 2020 1 NaN NaN NaN NaN \n", - "35380 2015 5 NaN NaN NaN NaN \n", - "35381 2011 1 NaN NaN NaN NaN \n", - "35382 2002 1 NaN NaN NaN NaN \n", - "35383 2003 3 NaN NaN NaN NaN \n", - "35384 2005 4 NaN NaN NaN NaN \n", - "35385 2020 2 NaN NaN NaN NaN \n", - "35386 2016 10 15939.0 42688.0 2180.0 8.0 \n", - "35387 2007 5 NaN NaN NaN NaN \n", - "35388 2003 7 NaN NaN NaN NaN \n", - "35389 2019 12 NaN NaN NaN NaN \n", - "35390 2014 8 NaN NaN NaN NaN \n", - "35391 2004 7 NaN NaN NaN NaN \n", - "35392 2007 10 NaN NaN NaN NaN \n", - "35393 2022 1 NaN NaN NaN NaN \n", - "35394 2009 12 NaN NaN NaN NaN \n", - "35395 2006 3 NaN NaN NaN NaN \n", - "35396 2009 5 NaN NaN NaN NaN \n", - "35397 2016 11 15070.0 38054.0 1959.0 8.0 \n", - "35398 2010 9 NaN NaN NaN NaN \n", - "35399 2010 4 NaN NaN NaN NaN \n", - "35400 2009 9 NaN NaN NaN NaN \n", - "35401 2021 4 NaN NaN NaN NaN \n", - "35402 2022 7 NaN NaN NaN NaN \n", - "35403 2019 6 22466.0 42332.0 2286.0 8.0 \n", - "35404 2021 11 NaN NaN NaN NaN \n", - "35405 2015 3 NaN NaN NaN NaN \n", - "35406 2020 3 NaN NaN NaN NaN \n", - "35407 2003 10 NaN NaN NaN NaN \n", - "35408 2009 3 NaN NaN NaN NaN \n", - "35409 2022 6 NaN NaN NaN NaN \n", - "35410 2022 2 NaN NaN NaN NaN \n", - "35411 2017 12 12765.0 43612.0 2357.0 6.0 \n", - "35412 2012 5 NaN NaN NaN NaN \n", - "35413 2013 12 NaN NaN NaN NaN \n", - "35414 2011 10 NaN NaN NaN NaN \n", - "35415 2005 11 NaN NaN NaN NaN \n", - "35416 2018 3 13961.0 47245.0 2558.0 7.0 \n", - "35417 2016 12 14860.0 43553.0 2246.0 8.0 \n", - "35418 2023 2 NaN NaN NaN NaN \n", - "35419 2006 8 NaN NaN NaN NaN \n", - "35420 2012 11 NaN NaN NaN NaN \n", - "35421 2015 1 NaN NaN NaN NaN \n", - "35422 2006 9 NaN NaN NaN NaN \n", - "35423 2012 10 NaN NaN NaN NaN \n", - "35424 2011 7 NaN NaN NaN NaN \n", - "35425 2008 4 NaN NaN NaN NaN \n", - "35426 2016 3 14094.0 28633.0 1671.0 6.0 \n", - "35427 2018 7 12284.0 45681.0 2438.0 9.0 \n", - "35428 2010 3 NaN NaN NaN NaN \n", - "35429 2002 2 NaN NaN NaN NaN \n", - "35430 2022 3 NaN NaN NaN NaN \n", - "35431 2011 4 NaN NaN NaN NaN \n", - "35432 2021 5 NaN NaN NaN NaN \n", - "35433 2017 4 13904.0 40399.0 2085.0 8.0 \n", - "35434 2008 12 NaN NaN NaN NaN \n", - "35435 2010 8 NaN NaN NaN NaN \n", - "35436 2005 6 NaN NaN NaN NaN \n", - "35437 2016 1 11462.0 24244.0 1405.0 6.0 \n", - "35438 2015 11 10813.0 22105.0 1321.0 6.0 \n", - "35439 2017 1 13878.0 41498.0 2144.0 8.0 \n", - "35440 2002 3 NaN NaN NaN NaN \n", - "35441 2021 1 NaN NaN NaN NaN \n", - "35442 2012 7 NaN NaN NaN NaN \n", - "35443 2017 7 11519.0 40655.0 2092.0 6.0 \n", - "35444 2018 8 15999.0 48577.0 2665.0 9.0 \n", - "35445 2014 9 NaN NaN NaN NaN \n", - "35446 2022 8 NaN NaN NaN NaN \n", - "35447 2024 2 NaN NaN NaN NaN \n", - "35448 2009 10 NaN NaN NaN NaN \n", - "35449 2019 11 NaN NaN NaN NaN \n", - "35450 2013 3 NaN NaN NaN NaN \n", - "35451 2017 3 17829.0 45893.0 2363.0 8.0 \n", - "35452 2013 10 NaN NaN NaN NaN \n", - "35453 2004 11 NaN NaN NaN NaN \n", - "35454 2002 10 NaN NaN NaN NaN \n", - "35455 2005 10 NaN NaN NaN NaN \n", - "35456 2021 12 NaN NaN NaN NaN \n", - "35457 2009 4 NaN NaN NaN NaN \n", - "35458 2002 11 NaN NaN NaN NaN \n", - "35459 2008 5 NaN NaN NaN NaN \n", - "35460 2024 1 NaN NaN NaN NaN \n", - "35461 2018 2 13562.0 41034.0 2216.0 7.0 \n", - "35462 2016 9 16451.0 41537.0 2156.0 8.0 \n", - "35463 2018 10 41265.0 55918.0 3044.0 9.0 \n", - "35464 2013 9 NaN NaN NaN NaN \n", - "35465 2014 10 NaN NaN NaN NaN \n", - "35466 2007 12 NaN NaN NaN NaN \n", - "35467 2015 2 NaN NaN NaN NaN \n", - "35468 2006 1 NaN NaN NaN NaN \n", - "35469 2009 7 NaN NaN NaN NaN \n", - "35470 2016 5 12926.0 35310.0 1527.0 6.0 \n", - "35471 2017 2 13906.0 38049.0 1955.0 8.0 \n", - "35472 2019 1 14734.0 45608.0 2454.0 9.0 \n", - "35473 2005 5 NaN NaN NaN NaN \n", - "35474 2010 11 NaN NaN NaN NaN \n", - "35475 2008 7 NaN NaN NaN NaN \n", - "35476 2014 12 NaN NaN NaN NaN \n", - "35477 2020 4 NaN NaN NaN NaN \n", - "35478 2002 5 NaN NaN NaN NaN \n", - "35479 2012 4 NaN NaN NaN NaN \n", - "35480 2007 2 NaN NaN NaN NaN \n", - "35481 2023 9 NaN NaN NaN NaN \n", - "35482 2007 8 NaN NaN NaN NaN \n", - "35483 2010 5 NaN NaN NaN NaN \n", - "35484 2021 6 NaN NaN NaN NaN \n", - "35485 2005 1 NaN NaN NaN NaN \n", - "35486 2007 4 NaN NaN NaN NaN \n", - "35487 2020 9 NaN NaN NaN NaN \n", - "35488 2018 6 23746.0 48473.0 2667.0 7.0 \n", - "35489 2018 4 14571.0 45772.0 2450.0 7.0 \n", - "35490 2020 11 NaN NaN NaN NaN \n", - "35491 2013 11 NaN NaN NaN NaN \n", - "35492 2007 6 NaN NaN NaN NaN \n", - "35493 2011 12 NaN NaN NaN NaN \n", - "35494 2021 3 NaN NaN NaN NaN \n", - "35495 2010 10 NaN NaN NaN NaN \n", - "35496 2014 5 NaN NaN NaN NaN \n", - "35497 2003 9 NaN NaN NaN NaN \n", - "35498 2022 9 NaN NaN NaN NaN \n", - "35499 2008 9 NaN NaN NaN NaN \n", - "35500 2022 5 NaN NaN NaN NaN \n", - "49322 2022 8 NaN NaN NaN NaN \n", - "49323 2009 7 NaN NaN NaN NaN \n", - "49324 2002 4 NaN NaN NaN NaN \n", - "49325 2011 5 NaN NaN NaN NaN \n", - "49326 2011 11 NaN NaN NaN NaN \n", - "49327 2007 11 NaN NaN NaN NaN \n", - "49328 2006 6 NaN NaN NaN NaN \n", - "49329 2007 10 NaN NaN NaN NaN \n", - "49330 2019 7 NaN NaN NaN NaN \n", - "49331 2018 5 13139.0 24025.0 784.0 12.0 \n", - "49332 2023 6 NaN NaN NaN NaN \n", - "49333 2008 6 NaN NaN NaN NaN \n", - "49334 2005 3 NaN NaN NaN NaN \n", - "49335 2011 2 NaN NaN NaN NaN \n", - "49336 2018 1 13388.0 23235.0 769.0 12.0 \n", - "49337 2021 11 NaN NaN NaN NaN \n", - "49338 2003 9 NaN NaN NaN NaN \n", - "49339 2023 9 NaN NaN NaN NaN \n", - "49340 2006 9 NaN NaN NaN NaN \n", - "49341 2021 6 NaN NaN NaN NaN \n", - "49342 2016 5 14458.0 39140.0 1322.0 11.0 \n", - "49343 2015 1 NaN NaN NaN NaN \n", - "49344 2023 11 NaN NaN NaN NaN \n", - "49345 2022 7 NaN NaN NaN NaN \n", - "49346 2022 9 NaN NaN NaN NaN \n", - "49347 2002 1 NaN NaN NaN NaN \n", - "49348 2009 8 NaN NaN NaN NaN \n", - "49349 2016 11 10707.0 21064.0 687.0 10.0 \n", - "49350 2006 5 NaN NaN NaN NaN \n", - "49351 2022 3 NaN NaN NaN NaN \n", - "49352 2003 11 NaN NaN NaN NaN \n", - "49353 2014 6 NaN NaN NaN NaN \n", - "49354 2016 8 12731.0 25536.0 824.0 10.0 \n", - "49355 2010 11 NaN NaN NaN NaN \n", - "49356 2020 9 NaN NaN NaN NaN \n", - "49357 2015 2 NaN NaN NaN NaN \n", - "49358 2003 6 NaN NaN NaN NaN \n", - "49359 2013 1 12614.0 29299.0 944.0 10.0 \n", - "49360 2017 9 11278.0 21935.0 698.0 12.0 \n", - "49361 2009 1 NaN NaN NaN NaN \n", - "49362 2005 1 NaN NaN NaN NaN \n", - "49363 2024 6 NaN NaN NaN NaN \n", - "49364 2015 5 NaN NaN NaN NaN \n", - "49365 2008 11 NaN NaN NaN NaN \n", - "49366 2004 3 NaN NaN NaN NaN \n", - "49367 2014 10 NaN NaN NaN NaN \n", - "49368 2020 4 NaN NaN NaN NaN \n", - "49369 2013 12 NaN NaN NaN NaN \n", - "49370 2012 4 12066.0 28296.0 923.0 10.0 \n", - "49371 2017 4 11122.0 22075.0 704.0 10.0 \n", - "49372 2018 4 12684.0 22279.0 733.0 12.0 \n", - "49373 2002 2 NaN NaN NaN NaN \n", - "49374 2018 6 12108.0 22836.0 747.0 12.0 \n", - "49375 2002 10 NaN NaN NaN NaN \n", - "49376 2004 2 NaN NaN NaN NaN \n", - "49377 2006 10 NaN NaN NaN NaN \n", - "49378 2020 12 NaN NaN NaN NaN \n", - "49379 2018 9 11398.0 21043.0 693.0 10.0 \n", - "49380 2005 11 NaN NaN NaN NaN \n", - "49381 2021 9 NaN NaN NaN NaN \n", - "49382 2023 1 NaN NaN NaN NaN \n", - "49383 2006 8 NaN NaN NaN NaN \n", - "49384 2010 1 NaN NaN NaN NaN \n", - "49385 2014 1 NaN NaN NaN NaN \n", - "49386 2010 7 NaN NaN NaN NaN \n", - "49387 2018 8 13808.0 25057.0 832.0 10.0 \n", - "49388 2017 2 11206.0 21048.0 694.0 10.0 \n", - "49389 2016 2 14637.0 37610.0 1278.0 11.0 \n", - "49390 2007 12 NaN NaN NaN NaN \n", - "49391 2004 6 NaN NaN NaN NaN \n", - "49392 2003 4 NaN NaN NaN NaN \n", - "49393 2008 3 NaN NaN NaN NaN \n", - "49394 2009 2 NaN NaN NaN NaN \n", - "49395 2006 7 NaN NaN NaN NaN \n", - "49396 2008 1 NaN NaN NaN NaN \n", - "49397 2006 12 NaN NaN NaN NaN \n", - "49398 2010 10 NaN NaN NaN NaN \n", - "49399 2006 1 NaN NaN NaN NaN \n", - "49400 2016 1 14035.0 35341.0 1206.0 11.0 \n", - "49401 2007 4 NaN NaN NaN NaN \n", - "49402 2002 12 NaN NaN NaN NaN \n", - "49403 2022 11 NaN NaN NaN NaN \n", - "49404 2021 3 NaN NaN NaN NaN \n", - "49405 2004 12 NaN NaN NaN NaN \n", - "49406 2005 12 NaN NaN NaN NaN \n", - "49407 2022 1 NaN NaN NaN NaN \n", - "49408 2007 8 NaN NaN NaN NaN \n", - "49409 2003 8 NaN NaN NaN NaN \n", - "49410 2020 10 NaN NaN NaN NaN \n", - "49411 2022 4 NaN NaN NaN NaN \n", - "49412 2013 6 11190.0 27303.0 867.0 10.0 \n", - "49413 2006 3 NaN NaN NaN NaN \n", - "49414 2005 5 NaN NaN NaN NaN \n", - "49415 2019 9 NaN NaN NaN NaN \n", - "49416 2003 12 NaN NaN NaN NaN \n", - "49417 2024 5 NaN NaN NaN NaN \n", - "49418 2006 2 NaN NaN NaN NaN \n", - "49419 2017 1 11969.0 22774.0 734.0 10.0 \n", - "49420 2012 12 10157.0 26626.0 857.0 10.0 \n", - "49421 2015 3 NaN NaN NaN NaN \n", - "49422 2006 4 NaN NaN NaN NaN \n", - "49423 2003 5 NaN NaN NaN NaN \n", - "49424 2003 10 NaN NaN NaN NaN \n", - "49425 2007 1 NaN NaN NaN NaN \n", - "49426 2008 9 NaN NaN NaN NaN \n", - "49427 2009 9 NaN NaN NaN NaN \n", - "49428 2018 10 14183.0 24740.0 825.0 10.0 \n", - "49429 2016 4 14668.0 38321.0 1320.0 11.0 \n", - "49430 2018 3 12772.0 23890.0 789.0 12.0 \n", - "49431 2022 12 NaN NaN NaN NaN \n", - "49432 2002 6 NaN NaN NaN NaN \n", - "49433 2014 7 NaN NaN NaN NaN \n", - "49434 2014 3 NaN NaN NaN NaN \n", - "49435 2002 8 NaN NaN NaN NaN \n", - "49436 2009 10 NaN NaN NaN NaN \n", - "49437 2021 5 NaN NaN NaN NaN \n", - "49438 2014 11 NaN NaN NaN NaN \n", - "49439 2020 11 NaN NaN NaN NaN \n", - "49440 2021 12 NaN NaN NaN NaN \n", - "49441 2014 9 NaN NaN NaN NaN \n", - "49442 2012 5 12740.0 29689.0 969.0 10.0 \n", - "49443 2015 7 13865.0 40036.0 1331.0 11.0 \n", - "49444 2004 8 NaN NaN NaN NaN \n", - "49445 2023 5 NaN NaN NaN NaN \n", - "49446 2009 12 NaN NaN NaN NaN \n", - "49447 2017 5 12622.0 25157.0 798.0 10.0 \n", - "49448 2011 10 NaN NaN NaN NaN \n", - "49449 2015 4 NaN NaN NaN NaN \n", - "49450 2011 8 NaN NaN NaN NaN \n", - "49451 2010 6 NaN NaN NaN NaN \n", - "49452 2018 7 12014.0 23090.0 739.0 10.0 \n", - "49453 2019 5 13516.0 26126.0 833.0 10.0 \n", - "49454 2017 10 12786.0 23991.0 776.0 12.0 \n", - "49455 2024 4 NaN NaN NaN NaN \n", - "49456 2004 1 NaN NaN NaN NaN \n", - "49457 2007 5 NaN NaN NaN NaN \n", - "49458 2010 9 NaN NaN NaN NaN \n", - "49459 2021 10 NaN NaN NaN NaN \n", - "49460 2010 2 NaN NaN NaN NaN \n", - "49461 2022 2 NaN NaN NaN NaN \n", - "49462 2012 9 11081.0 26495.0 863.0 10.0 \n", - "49463 2002 5 NaN NaN NaN NaN \n", - "49464 2004 7 NaN NaN NaN NaN \n", - "49465 2012 8 13531.0 31839.0 1041.0 10.0 \n", - "49466 2015 10 14983.0 38794.0 1306.0 11.0 \n", - "49467 2015 12 13714.0 39021.0 1319.0 11.0 \n", - "49468 2019 12 NaN NaN NaN NaN \n", - "49469 2011 6 NaN NaN NaN NaN \n", - "49470 2015 6 NaN NaN NaN NaN \n", - "49471 2015 8 14125.0 38620.0 1284.0 11.0 \n", - "49472 2014 5 NaN NaN NaN NaN \n", - "49473 2013 8 NaN NaN NaN NaN \n", - "49474 2003 3 NaN NaN NaN NaN \n", - "49475 2018 11 11088.0 22125.0 721.0 10.0 \n", - "49476 2013 2 11444.0 25818.0 861.0 10.0 \n", - "49477 2011 9 NaN NaN NaN NaN \n", - "49478 2013 10 NaN NaN NaN NaN \n", - "49479 2004 9 NaN NaN NaN NaN \n", - "49480 2012 2 11613.0 27153.0 905.0 10.0 \n", - "49481 2017 3 12914.0 24961.0 814.0 10.0 \n", - "49482 2020 6 NaN NaN NaN NaN \n", - "49483 2020 1 NaN NaN NaN NaN \n", - "49484 2014 4 NaN NaN NaN NaN \n", - "49485 2019 6 12332.0 22908.0 754.0 10.0 \n", - "49486 2013 5 12725.0 30241.0 978.0 10.0 \n", - "49487 2012 3 12928.0 29992.0 989.0 10.0 \n", - "49488 2021 7 NaN NaN NaN NaN \n", - "49489 2019 11 NaN NaN NaN NaN \n", - "49490 2005 7 NaN NaN NaN NaN \n", - "49491 2019 3 13168.0 23848.0 780.0 10.0 \n", - "49492 2013 3 12305.0 28516.0 918.0 10.0 \n", - "49493 2016 3 15328.0 41573.0 1432.0 11.0 \n", - "49494 2008 5 NaN NaN NaN NaN \n", - "49495 2014 12 NaN NaN NaN NaN \n", - "49496 2011 12 NaN NaN NaN NaN \n", - "49497 2011 3 NaN NaN NaN NaN \n", - "49498 2015 9 14613.0 39040.0 1299.0 11.0 \n", - "49499 2024 1 NaN NaN NaN NaN \n", - "49500 2014 2 NaN NaN NaN NaN \n", - "49501 2008 7 NaN NaN NaN NaN \n", - "49502 2013 11 NaN NaN NaN NaN \n", - "49503 2012 11 11133.0 26779.0 864.0 10.0 \n", - "49504 2008 4 NaN NaN NaN NaN \n", - "49505 2005 10 NaN NaN NaN NaN \n", - "49506 2005 6 NaN NaN NaN NaN \n", - "49507 2002 9 NaN NaN NaN NaN \n", - "49508 2007 9 NaN NaN NaN NaN \n", - "49509 2021 8 NaN NaN NaN NaN \n", - "49510 2009 3 NaN NaN NaN NaN \n", - "49511 2017 7 11084.0 22533.0 720.0 12.0 \n", - "49512 2017 11 11209.0 21676.0 711.0 12.0 \n", - "49513 2024 3 NaN NaN NaN NaN \n", - "49514 2007 6 NaN NaN NaN NaN \n", - "49515 2011 1 NaN NaN NaN NaN \n", - "49516 2010 8 NaN NaN NaN NaN \n", - "49517 2019 4 12977.0 24329.0 799.0 10.0 \n", - "49518 2012 6 13138.0 28639.0 955.0 10.0 \n", - "49519 2017 6 12566.0 25564.0 806.0 10.0 \n", - "49520 2017 8 13356.0 24940.0 811.0 12.0 \n", - "49521 2004 5 NaN NaN NaN NaN \n", - "49522 2003 1 NaN NaN NaN NaN \n", - "49523 2009 6 NaN NaN NaN NaN \n", - "49524 2008 8 NaN NaN NaN NaN \n", - "49525 2017 12 10539.0 21981.0 701.0 12.0 \n", - "49526 2010 5 NaN NaN NaN NaN \n", - "49527 2003 7 NaN NaN NaN NaN \n", - "49528 2008 12 NaN NaN NaN NaN \n", - "49529 2019 8 NaN NaN NaN NaN \n", - "49530 2013 9 NaN NaN NaN NaN \n", - "49531 2022 5 NaN NaN NaN NaN \n", - "49532 2023 2 NaN NaN NaN NaN \n", - "49533 2018 12 10271.0 21042.0 682.0 10.0 \n", - "49534 2016 9 11148.0 23026.0 744.0 10.0 \n", - "49535 2016 10 11620.0 23138.0 750.0 10.0 \n", - "49536 2002 3 NaN NaN NaN NaN \n", - "49537 2005 9 NaN NaN NaN NaN \n", - "49538 2005 2 NaN NaN NaN NaN \n", - "49539 2022 6 NaN NaN NaN NaN \n", - "49540 2023 10 NaN NaN NaN NaN \n", - "49541 2007 3 NaN NaN NaN NaN \n", - "49542 2020 2 NaN NaN NaN NaN \n", - "49543 2007 2 NaN NaN NaN NaN \n", - "49544 2007 7 NaN NaN NaN NaN \n", - "49545 2010 4 NaN NaN NaN NaN \n", - "49546 2009 5 NaN NaN NaN NaN \n", - "49547 2021 1 NaN NaN NaN NaN \n", - "49548 2006 11 NaN NaN NaN NaN \n", - "49549 2012 7 11717.0 28887.0 935.0 10.0 \n", - "49550 2014 8 NaN NaN NaN NaN \n", - "49551 2002 7 NaN NaN NaN NaN \n", - "49552 2011 4 NaN NaN NaN NaN \n", - "49553 2024 7 NaN NaN NaN NaN \n", - "49554 2019 1 13235.0 24238.0 803.0 10.0 \n", - "49555 2016 7 10806.0 22729.0 734.0 10.0 \n", - "49556 2018 2 11606.0 21078.0 702.0 12.0 \n", - "49557 2005 4 NaN NaN NaN NaN \n", - "49558 2009 11 NaN NaN NaN NaN \n", - "49559 2008 10 NaN NaN NaN NaN \n", - "49560 2009 4 NaN NaN NaN NaN \n", - "49561 2012 10 13324.0 30818.0 986.0 10.0 \n", - "49562 2012 1 11681.0 27164.0 911.0 10.0 \n", - "49563 2024 2 NaN NaN NaN NaN \n", - "49564 2021 2 NaN NaN NaN NaN \n", - "49565 2023 4 NaN NaN NaN NaN \n", - "49566 2020 3 NaN NaN NaN NaN \n", - "49567 2023 7 NaN NaN NaN NaN \n", - "49568 2022 10 NaN NaN NaN NaN \n", - "49569 2020 5 NaN NaN NaN NaN \n", - "49570 2020 7 NaN NaN NaN NaN \n", - "49571 2023 3 NaN NaN NaN NaN \n", - "49572 2021 4 NaN NaN NaN NaN \n", - "49573 2016 6 14710.0 39762.0 1360.0 11.0 \n", - "49574 2008 2 NaN NaN NaN NaN \n", - "49575 2004 11 NaN NaN NaN NaN \n", - "49576 2004 4 NaN NaN NaN NaN \n", - "49577 2023 8 NaN NaN NaN NaN \n", - "49578 2010 12 NaN NaN NaN NaN \n", - "49579 2010 3 NaN NaN NaN NaN \n", - "49580 2003 2 NaN NaN NaN NaN \n", - "49581 2023 12 NaN NaN NaN NaN \n", - "49582 2013 4 12650.0 30045.0 966.0 10.0 \n", - "49583 2015 11 12596.0 35570.0 1142.0 11.0 \n", - "49584 2005 8 NaN NaN NaN NaN \n", - "49585 2020 8 NaN NaN NaN NaN \n", - "49586 2019 2 10889.0 20776.0 698.0 10.0 \n", - "49587 2019 10 NaN NaN NaN NaN \n", - "49588 2002 11 NaN NaN NaN NaN \n", - "49589 2004 10 NaN NaN NaN NaN \n", - "49590 2011 7 NaN NaN NaN NaN \n", - "49591 2013 7 NaN NaN NaN NaN \n", - "49592 2016 12 10381.0 23951.0 770.0 10.0 \n", - "88075 2006 4 NaN NaN NaN NaN \n", - "88076 2022 11 NaN NaN NaN NaN \n", - "88077 2002 8 NaN NaN NaN NaN \n", - "88078 2018 2 3745.0 25043.0 1307.0 14.0 \n", - "88079 2015 5 NaN NaN NaN NaN \n", - "88080 2023 3 NaN NaN NaN NaN \n", - "88081 2020 11 NaN NaN NaN NaN \n", - "88082 2005 11 NaN NaN NaN NaN \n", - "88083 2002 9 NaN NaN NaN NaN \n", - "88084 2008 10 NaN NaN NaN NaN \n", - "88085 2023 1 NaN NaN NaN NaN \n", - "88086 2011 7 NaN NaN NaN NaN \n", - "88087 2012 10 NaN NaN NaN NaN \n", - "88088 2014 1 NaN NaN NaN NaN \n", - "88089 2009 10 NaN NaN NaN NaN \n", - "88090 2019 3 3587.0 26096.0 1363.0 11.0 \n", - "88091 2024 3 NaN NaN NaN NaN \n", - "88092 2013 1 NaN NaN NaN NaN \n", - "88093 2007 6 NaN NaN NaN NaN \n", - "88094 2014 8 NaN NaN NaN NaN \n", - "88095 2023 10 NaN NaN NaN NaN \n", - "88096 2004 9 NaN NaN NaN NaN \n", - "88097 2004 11 NaN NaN NaN NaN \n", - "88098 2002 2 NaN NaN NaN NaN \n", - "88099 2002 12 NaN NaN NaN NaN \n", - "88100 2009 9 NaN NaN NaN NaN \n", - "88101 2019 10 NaN NaN NaN NaN \n", - "88102 2002 6 NaN NaN NaN NaN \n", - "88103 2021 8 NaN NaN NaN NaN \n", - "88104 2021 9 NaN NaN NaN NaN \n", - "88105 2008 11 NaN NaN NaN NaN \n", - "88106 2012 9 NaN NaN NaN NaN \n", - "88107 2012 5 NaN NaN NaN NaN \n", - "88108 2016 6 4637.0 30547.0 1508.0 15.0 \n", - "88109 2008 4 NaN NaN NaN NaN \n", - "88110 2009 6 NaN NaN NaN NaN \n", - "88111 2008 12 NaN NaN NaN NaN \n", - "88112 2004 2 NaN NaN NaN NaN \n", - "88113 2023 9 NaN NaN NaN NaN \n", - "88114 2011 8 NaN NaN NaN NaN \n", - "88115 2007 7 NaN NaN NaN NaN \n", - "88116 2013 2 NaN NaN NaN NaN \n", - "88117 2020 7 NaN NaN NaN NaN \n", - "88118 2021 2 NaN NaN NaN NaN \n", - "88119 2009 8 NaN NaN NaN NaN \n", - "88120 2015 1 NaN NaN NaN NaN \n", - "88121 2012 2 NaN NaN NaN NaN \n", - "88122 2016 2 4506.0 28491.0 1443.0 15.0 \n", - "88123 2020 8 NaN NaN NaN NaN \n", - "88124 2009 5 NaN NaN NaN NaN \n", - "88125 2005 10 NaN NaN NaN NaN \n", - "88126 2006 7 NaN NaN NaN NaN \n", - "88127 2024 7 NaN NaN NaN NaN \n", - "88128 2005 1 NaN NaN NaN NaN \n", - "88129 2005 8 NaN NaN NaN NaN \n", - "88130 2024 6 NaN NaN NaN NaN \n", - "88131 2015 10 5125.0 31369.0 1539.0 15.0 \n", - "88132 2007 8 NaN NaN NaN NaN \n", - "88133 2022 1 NaN NaN NaN NaN \n", - "88134 2007 11 NaN NaN NaN NaN \n", - "88135 2017 12 3844.0 26105.0 1324.0 14.0 \n", - "88136 2015 12 4611.0 28724.0 1444.0 15.0 \n", - "88137 2003 10 NaN NaN NaN NaN \n", - "88138 2005 2 NaN NaN NaN NaN \n", - "88139 2010 12 NaN NaN NaN NaN \n", - "88140 2022 9 NaN NaN NaN NaN \n", - "88141 2020 10 NaN NaN NaN NaN \n", - "88142 2010 9 NaN NaN NaN NaN \n", - "88143 2005 9 NaN NaN NaN NaN \n", - "88144 2015 11 4227.0 25985.0 1306.0 15.0 \n", - "88145 2011 5 NaN NaN NaN NaN \n", - "88146 2006 2 NaN NaN NaN NaN \n", - "88147 2020 12 NaN NaN NaN NaN \n", - "88148 2010 4 NaN NaN NaN NaN \n", - "88149 2014 11 NaN NaN NaN NaN \n", - "88150 2023 8 NaN NaN NaN NaN \n", - "88151 2006 3 NaN NaN NaN NaN \n", - "88152 2003 3 NaN NaN NaN NaN \n", - "88153 2019 1 3575.0 25442.0 1328.0 11.0 \n", - "88154 2007 10 NaN NaN NaN NaN \n", - "88155 2003 2 NaN NaN NaN NaN \n", - "88156 2014 5 NaN NaN NaN NaN \n", - "88157 2019 5 3815.0 28045.0 1437.0 11.0 \n", - "88158 2004 10 NaN NaN NaN NaN \n", - "88159 2002 1 NaN NaN NaN NaN \n", - "88160 2013 6 NaN NaN NaN NaN \n", - "88161 2011 11 NaN NaN NaN NaN \n", - "88162 2023 2 NaN NaN NaN NaN \n", - "88163 2023 6 NaN NaN NaN NaN \n", - "88164 2016 11 4050.0 25521.0 1293.0 15.0 \n", - "88165 2013 9 NaN NaN NaN NaN \n", - "88166 2005 4 NaN NaN NaN NaN \n", - "88167 2013 7 NaN NaN NaN NaN \n", - "88168 2013 5 NaN NaN NaN NaN \n", - "88169 2005 5 NaN NaN NaN NaN \n", - "88170 2013 8 NaN NaN NaN NaN \n", - "88171 2003 9 NaN NaN NaN NaN \n", - "88172 2013 10 NaN NaN NaN NaN \n", - "88173 2021 5 NaN NaN NaN NaN \n", - "88174 2012 6 NaN NaN NaN NaN \n", - "88175 2019 12 NaN NaN NaN NaN \n", - "88176 2011 2 NaN NaN NaN NaN \n", - "88177 2016 10 4624.0 28849.0 1459.0 15.0 \n", - "88178 2004 1 NaN NaN NaN NaN \n", - "88179 2011 12 NaN NaN NaN NaN \n", - "88180 2010 7 NaN NaN NaN NaN \n", - "88181 2010 8 NaN NaN NaN NaN \n", - "88182 2011 6 NaN NaN NaN NaN \n", - "88183 2014 2 NaN NaN NaN NaN \n", - "88184 2015 4 NaN NaN NaN NaN \n", - "88185 2017 7 4100.0 27822.0 1410.0 14.0 \n", - "88186 2015 7 4858.0 28970.0 1465.0 15.0 \n", - "88187 2006 10 NaN NaN NaN NaN \n", - "88188 2008 7 NaN NaN NaN NaN \n", - "88189 2002 7 NaN NaN NaN NaN \n", - "88190 2019 9 NaN NaN NaN NaN \n", - "88191 2012 12 NaN NaN NaN NaN \n", - "88192 2020 1 NaN NaN NaN NaN \n", - "88193 2003 1 NaN NaN NaN NaN \n", - "88194 2017 2 4027.0 26804.0 1337.0 15.0 \n", - "88195 2004 5 NaN NaN NaN NaN \n", - "88196 2009 3 NaN NaN NaN NaN \n", - "88197 2020 6 NaN NaN NaN NaN \n", - "88198 2004 8 NaN NaN NaN NaN \n", - "88199 2024 5 NaN NaN NaN NaN \n", - "88200 2019 6 3374.0 24996.0 1247.0 11.0 \n", - "88201 2018 9 3463.0 25440.0 1289.0 11.0 \n", - "88202 2016 9 4541.0 29137.0 1449.0 15.0 \n", - "88203 2008 1 NaN NaN NaN NaN \n", - "88204 2002 4 NaN NaN NaN NaN \n", - "88205 2003 6 NaN NaN NaN NaN \n", - "88206 2005 7 NaN NaN NaN NaN \n", - "88207 2018 5 3858.0 27938.0 1420.0 14.0 \n", - "88208 2008 5 NaN NaN NaN NaN \n", - "88209 2016 4 4709.0 29187.0 1496.0 15.0 \n", - "88210 2022 2 NaN NaN NaN NaN \n", - "88211 2014 3 NaN NaN NaN NaN \n", - "88212 2003 7 NaN NaN NaN NaN \n", - "88213 2023 11 NaN NaN NaN NaN \n", - "88214 2007 12 NaN NaN NaN NaN \n", - "88215 2021 1 NaN NaN NaN NaN \n", - "88216 2018 6 3578.0 25845.0 1317.0 14.0 \n", - "88217 2022 8 NaN NaN NaN NaN \n", - "88218 2012 7 NaN NaN NaN NaN \n", - "88219 2021 7 NaN NaN NaN NaN \n", - "88220 2004 12 NaN NaN NaN NaN \n", - "88221 2006 11 NaN NaN NaN NaN \n", - "88222 2010 11 NaN NaN NaN NaN \n", - "88223 2007 2 NaN NaN NaN NaN \n", - "88224 2015 2 NaN NaN NaN NaN \n", - "88225 2014 4 NaN NaN NaN NaN \n", - "88226 2006 5 NaN NaN NaN NaN \n", - "88227 2005 6 NaN NaN NaN NaN \n", - "88228 2015 6 NaN NaN NaN NaN \n", - "88229 2018 3 4102.0 28338.0 1457.0 14.0 \n", - "88230 2002 11 NaN NaN NaN NaN \n", - "88231 2005 3 NaN NaN NaN NaN \n", - "88232 2010 3 NaN NaN NaN NaN \n", - "88233 2004 7 NaN NaN NaN NaN \n", - "88234 2018 4 3882.0 27399.0 1407.0 14.0 \n", - "88235 2007 5 NaN NaN NaN NaN \n", - "88236 2006 12 NaN NaN NaN NaN \n", - "88237 2014 6 NaN NaN NaN NaN \n", - "88238 2003 11 NaN NaN NaN NaN \n", - "88239 2024 1 NaN NaN NaN NaN \n", - "88240 2006 8 NaN NaN NaN NaN \n", - "88241 2018 7 3573.0 25728.0 1314.0 11.0 \n", - "88242 2017 10 4479.0 29398.0 1481.0 14.0 \n", - "88243 2017 6 4684.0 30585.0 1515.0 15.0 \n", - "88244 2015 3 NaN NaN NaN NaN \n", - "88245 2021 11 NaN NaN NaN NaN \n", - "88246 2015 8 4961.0 29612.0 1488.0 15.0 \n", - "88247 2020 3 NaN NaN NaN NaN \n", - "88248 2019 11 NaN NaN NaN NaN \n", - "88249 2019 7 NaN NaN NaN NaN \n", - "88250 2016 1 4307.0 27988.0 1423.0 15.0 \n", - "88251 2010 6 NaN NaN NaN NaN \n", - "88252 2008 6 NaN NaN NaN NaN \n", - "88253 2010 10 NaN NaN NaN NaN \n", - "88254 2002 10 NaN NaN NaN NaN \n", - "88255 2022 7 NaN NaN NaN NaN \n", - "88256 2009 4 NaN NaN NaN NaN \n", - "88257 2017 5 4595.0 30457.0 1512.0 15.0 \n", - "88258 2009 7 NaN NaN NaN NaN \n", - "88259 2021 3 NaN NaN NaN NaN \n", - "88260 2013 3 NaN NaN NaN NaN \n", - "88261 2022 6 NaN NaN NaN NaN \n", - "88262 2016 3 5001.0 31157.0 1576.0 15.0 \n", - "88263 2011 1 NaN NaN NaN NaN \n", - "88264 2007 3 NaN NaN NaN NaN \n", - "88265 2004 4 NaN NaN NaN NaN \n", - "88266 2008 3 NaN NaN NaN NaN \n", - "88267 2012 3 NaN NaN NaN NaN \n", - "88268 2002 3 NaN NaN NaN NaN \n", - "88269 2008 9 NaN NaN NaN NaN \n", - "88270 2018 11 3307.0 23727.0 1371.0 11.0 \n", - "88271 2021 10 NaN NaN NaN NaN \n", - "88272 2013 4 NaN NaN NaN NaN \n", - "88273 2024 2 NaN NaN NaN NaN \n", - "88274 2011 9 NaN NaN NaN NaN \n", - "88275 2021 4 NaN NaN NaN NaN \n", - "88276 2010 1 NaN NaN NaN NaN \n", - "88277 2018 1 4103.0 27950.0 1422.0 14.0 \n", - "88278 2016 12 4333.0 27663.0 1409.0 15.0 \n", - "88279 2020 5 NaN NaN NaN NaN \n", - "88280 2014 7 NaN NaN NaN NaN \n", - "88281 2014 12 NaN NaN NaN NaN \n", - "88282 2009 11 NaN NaN NaN NaN \n", - "88283 2002 5 NaN NaN NaN NaN \n", - "88284 2011 4 NaN NaN NaN NaN \n", - "88285 2009 2 NaN NaN NaN NaN \n", - "88286 2020 4 NaN NaN NaN NaN \n", - "88287 2020 2 NaN NaN NaN NaN \n", - "88288 2018 12 3091.0 22856.0 1196.0 11.0 \n", - "88289 2017 4 4422.0 28293.0 1419.0 15.0 \n", - "88290 2004 3 NaN NaN NaN NaN \n", - "88291 2011 3 NaN NaN NaN NaN \n", - "88292 2003 5 NaN NaN NaN NaN \n", - "88293 2003 4 NaN NaN NaN NaN \n", - "88294 2012 11 NaN NaN NaN NaN \n", - "88295 2008 8 NaN NaN NaN NaN \n", - "88296 2017 9 4193.0 28153.0 1406.0 14.0 \n", - "88297 2023 7 NaN NaN NaN NaN \n", - "88298 2022 10 NaN NaN NaN NaN \n", - "88299 2009 12 NaN NaN NaN NaN \n", - "88300 2003 8 NaN NaN NaN NaN \n", - "88301 2006 6 NaN NaN NaN NaN \n", - "88302 2004 6 NaN NaN NaN NaN \n", - "88303 2017 11 3863.0 26569.0 1325.0 15.0 \n", - "88304 2012 8 NaN NaN NaN NaN \n", - "88305 2008 2 NaN NaN NaN NaN \n", - "88306 2006 9 NaN NaN NaN NaN \n", - "88307 2007 4 NaN NaN NaN NaN \n", - "88308 2007 9 NaN NaN NaN NaN \n", - "88309 2003 12 NaN NaN NaN NaN \n", - "88310 2012 1 NaN NaN NaN NaN \n", - "88311 2017 1 4176.0 26483.0 1359.0 15.0 \n", - "88312 2021 12 NaN NaN NaN NaN \n", - "88313 2007 1 NaN NaN NaN NaN \n", - "88314 2013 11 NaN NaN NaN NaN \n", - "88315 2018 10 4017.0 28651.0 1494.0 11.0 \n", - "88316 2013 12 NaN NaN NaN NaN \n", - "88317 2022 12 NaN NaN NaN NaN \n", - "88318 2021 6 NaN NaN NaN NaN \n", - "88319 2011 10 NaN NaN NaN NaN \n", - "88320 2010 2 NaN NaN NaN NaN \n", - "88321 2019 2 3020.0 21008.0 1128.0 11.0 \n", - "88322 2022 5 NaN NaN NaN NaN \n", - "88323 2006 1 NaN NaN NaN NaN \n", - "88324 2019 8 NaN NaN NaN NaN \n", - "88325 2010 5 NaN NaN NaN NaN \n", - "88326 2019 4 3698.0 27510.0 1412.0 11.0 \n", - "88327 2016 7 4273.0 28876.0 1419.0 15.0 \n", - "88328 2005 12 NaN NaN NaN NaN \n", - "88329 2014 9 NaN NaN NaN NaN \n", - "88330 2023 4 NaN NaN NaN NaN \n", - "88331 2012 4 NaN NaN NaN NaN \n", - "88332 2014 10 NaN NaN NaN NaN \n", - "88333 2023 12 NaN NaN NaN NaN \n", - "88334 2023 5 NaN NaN NaN NaN \n", - "88335 2016 8 4937.0 31752.0 1570.0 15.0 \n", - "88336 2017 3 4980.0 32641.0 1631.0 15.0 \n", - "88337 2022 3 NaN NaN NaN NaN \n", - "88338 2024 4 NaN NaN NaN NaN \n", - "88339 2009 1 NaN NaN NaN NaN \n", - "88340 2020 9 NaN NaN NaN NaN \n", - "88341 2022 4 NaN NaN NaN NaN \n", - "88342 2018 8 4048.0 28573.0 1462.0 11.0 \n", - "88343 2017 8 4912.0 31601.0 1593.0 14.0 \n", - "88344 2015 9 5100.0 31245.0 1530.0 15.0 \n", - "88345 2016 5 4529.0 29724.0 1497.0 15.0 \n", - "\n", - " RTPA _merge \n", - "35230 El Dorado County Transportation Commission both \n", - "35231 El Dorado County Transportation Commission both \n", - "35232 El Dorado County Transportation Commission both \n", - "35233 El Dorado County Transportation Commission both \n", - "35234 El Dorado County Transportation Commission both \n", - "35235 El Dorado County Transportation Commission both \n", - "35236 El Dorado County Transportation Commission both \n", - "35237 El Dorado County Transportation Commission both \n", - "35238 El Dorado County Transportation Commission both \n", - "35239 El Dorado County Transportation Commission both \n", - "35240 El Dorado County Transportation Commission both \n", - "35241 El Dorado County Transportation Commission both \n", - "35242 El Dorado County Transportation Commission both \n", - "35243 El Dorado County Transportation Commission both \n", - "35244 El Dorado County Transportation Commission both \n", - "35245 El Dorado County Transportation Commission both \n", - "35246 El Dorado County Transportation Commission both \n", - "35247 El Dorado County Transportation Commission both \n", - "35248 El Dorado County Transportation Commission both \n", - "35249 El Dorado County Transportation Commission both \n", - "35250 El Dorado County Transportation Commission both \n", - "35251 El Dorado County Transportation Commission both \n", - "35252 El Dorado County Transportation Commission both \n", - "35253 El Dorado County Transportation Commission both \n", - "35254 El Dorado County Transportation Commission both \n", - "35255 El Dorado County Transportation Commission both \n", - "35256 El Dorado County Transportation Commission both \n", - "35257 El Dorado County Transportation Commission both \n", - "35258 El Dorado County Transportation Commission both \n", - "35259 El Dorado County Transportation Commission both \n", - "35260 El Dorado County Transportation Commission both \n", - "35261 El Dorado County Transportation Commission both \n", - "35262 El Dorado County Transportation Commission both \n", - "35263 El Dorado County Transportation Commission both \n", - "35264 El Dorado County Transportation Commission both \n", - "35265 El Dorado County Transportation Commission both \n", - "35266 El Dorado County Transportation Commission both \n", - "35267 El Dorado County Transportation Commission both \n", - "35268 El Dorado County Transportation Commission both \n", - "35269 El Dorado County Transportation Commission both \n", - "35270 El Dorado County Transportation Commission both \n", - "35271 El Dorado County Transportation Commission both \n", - "35272 El Dorado County Transportation Commission both \n", - "35273 El Dorado County Transportation Commission both \n", - "35274 El Dorado County Transportation Commission both \n", - "35275 El Dorado County Transportation Commission both \n", - "35276 El Dorado County Transportation Commission both \n", - "35277 El Dorado County Transportation Commission both \n", - "35278 El Dorado County Transportation Commission both \n", - "35279 El Dorado County Transportation Commission both \n", - "35280 El Dorado County Transportation Commission both \n", - "35281 El Dorado County Transportation Commission both \n", - "35282 El Dorado County Transportation Commission both \n", - "35283 El Dorado County Transportation Commission both \n", - "35284 El Dorado County Transportation Commission both \n", - "35285 El Dorado County Transportation Commission both \n", - "35286 El Dorado County Transportation Commission both \n", - "35287 El Dorado County Transportation Commission both \n", - "35288 El Dorado County Transportation Commission both \n", - "35289 El Dorado County Transportation Commission both \n", - "35290 El Dorado County Transportation Commission both \n", - "35291 El Dorado County Transportation Commission both \n", - "35292 El Dorado County Transportation Commission both \n", - "35293 El Dorado County Transportation Commission both \n", - "35294 El Dorado County Transportation Commission both \n", - "35295 El Dorado County Transportation Commission both \n", - "35296 El Dorado County Transportation Commission both \n", - "35297 El Dorado County Transportation Commission both \n", - "35298 El Dorado County Transportation Commission both \n", - "35299 El Dorado County Transportation Commission both \n", - "35300 El Dorado County Transportation Commission both \n", - "35301 El Dorado County Transportation Commission both \n", - "35302 El Dorado County Transportation Commission both \n", - "35303 El Dorado County Transportation Commission both \n", - "35304 El Dorado County Transportation Commission both \n", - "35305 El Dorado County Transportation Commission both \n", - "35306 El Dorado County Transportation Commission both \n", - "35307 El Dorado County Transportation Commission both \n", - "35308 El Dorado County Transportation Commission both \n", - "35309 El Dorado County Transportation Commission both \n", - "35310 El Dorado County Transportation Commission both \n", - "35311 El Dorado County Transportation Commission both \n", - "35312 El Dorado County Transportation Commission both \n", - "35313 El Dorado County Transportation Commission both \n", - "35314 El Dorado County Transportation Commission both \n", - "35315 El Dorado County Transportation Commission both \n", - "35316 El Dorado County Transportation Commission both \n", - "35317 El Dorado County Transportation Commission both \n", - "35318 El Dorado County Transportation Commission both \n", - "35319 El Dorado County Transportation Commission both \n", - "35320 El Dorado County Transportation Commission both \n", - "35321 El Dorado County Transportation Commission both \n", - "35322 El Dorado County Transportation Commission both \n", - "35323 El Dorado County Transportation Commission both \n", - "35324 El Dorado County Transportation Commission both \n", - "35325 El Dorado County Transportation Commission both \n", - "35326 El Dorado County Transportation Commission both \n", - "35327 El Dorado County Transportation Commission both \n", - "35328 El Dorado County Transportation Commission both \n", - "35329 El Dorado County Transportation Commission both \n", - "35330 El Dorado County Transportation Commission both \n", - "35331 El Dorado County Transportation Commission both \n", - "35332 El Dorado County Transportation Commission both \n", - "35333 El Dorado County Transportation Commission both \n", - "35334 El Dorado County Transportation Commission both \n", - "35335 El Dorado County Transportation Commission both \n", - "35336 El Dorado County Transportation Commission both \n", - "35337 El Dorado County Transportation Commission both \n", - "35338 El Dorado County Transportation Commission both \n", - "35339 El Dorado County Transportation Commission both \n", - "35340 El Dorado County Transportation Commission both \n", - "35341 El Dorado County Transportation Commission both \n", - "35342 El Dorado County Transportation Commission both \n", - "35343 El Dorado County Transportation Commission both \n", - "35344 El Dorado County Transportation Commission both \n", - "35345 El Dorado County Transportation Commission both \n", - "35346 El Dorado County Transportation Commission both \n", - "35347 El Dorado County Transportation Commission both \n", - "35348 El Dorado County Transportation Commission both \n", - "35349 El Dorado County Transportation Commission both \n", - "35350 El Dorado County Transportation Commission both \n", - "35351 El Dorado County Transportation Commission both \n", - "35352 El Dorado County Transportation Commission both \n", - "35353 El Dorado County Transportation Commission both \n", - "35354 El Dorado County Transportation Commission both \n", - "35355 El Dorado County Transportation Commission both \n", - "35356 El Dorado County Transportation Commission both \n", - "35357 El Dorado County Transportation Commission both \n", - "35358 El Dorado County Transportation Commission both \n", - "35359 El Dorado County Transportation Commission both \n", - "35360 El Dorado County Transportation Commission both \n", - "35361 El Dorado County Transportation Commission both \n", - "35362 El Dorado County Transportation Commission both \n", - "35363 El Dorado County Transportation Commission both \n", - "35364 El Dorado County Transportation Commission both \n", - "35365 El Dorado County Transportation Commission both \n", - "35366 El Dorado County Transportation Commission both \n", - 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"35384 El Dorado County Transportation Commission both \n", - "35385 El Dorado County Transportation Commission both \n", - "35386 El Dorado County Transportation Commission both \n", - "35387 El Dorado County Transportation Commission both \n", - "35388 El Dorado County Transportation Commission both \n", - "35389 El Dorado County Transportation Commission both \n", - "35390 El Dorado County Transportation Commission both \n", - "35391 El Dorado County Transportation Commission both \n", - "35392 El Dorado County Transportation Commission both \n", - "35393 El Dorado County Transportation Commission both \n", - "35394 El Dorado County Transportation Commission both \n", - "35395 El Dorado County Transportation Commission both \n", - "35396 El Dorado County Transportation Commission both \n", - "35397 El Dorado County Transportation Commission both \n", - "35398 El Dorado County Transportation Commission both \n", - "35399 El Dorado County Transportation Commission both \n", - "35400 El Dorado County Transportation Commission both \n", - 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"35452 El Dorado County Transportation Commission both \n", - "35453 El Dorado County Transportation Commission both \n", - "35454 El Dorado County Transportation Commission both \n", - "35455 El Dorado County Transportation Commission both \n", - "35456 El Dorado County Transportation Commission both \n", - "35457 El Dorado County Transportation Commission both \n", - "35458 El Dorado County Transportation Commission both \n", - "35459 El Dorado County Transportation Commission both \n", - "35460 El Dorado County Transportation Commission both \n", - "35461 El Dorado County Transportation Commission both \n", - "35462 El Dorado County Transportation Commission both \n", - "35463 El Dorado County Transportation Commission both \n", - "35464 El Dorado County Transportation Commission both \n", - "35465 El Dorado County Transportation Commission both \n", - "35466 El Dorado County Transportation Commission both \n", - "35467 El Dorado County Transportation Commission both \n", - "35468 El Dorado County Transportation Commission both \n", - "35469 El Dorado County Transportation Commission both \n", - "35470 El Dorado County Transportation Commission both \n", - "35471 El Dorado County Transportation Commission both \n", - "35472 El Dorado County Transportation Commission both \n", - "35473 El Dorado County Transportation Commission both \n", - "35474 El Dorado County Transportation Commission both \n", - "35475 El Dorado County Transportation Commission both \n", - "35476 El Dorado County Transportation Commission both \n", - "35477 El Dorado County Transportation Commission both \n", - "35478 El Dorado County Transportation Commission both \n", - "35479 El Dorado County Transportation Commission both \n", - "35480 El Dorado County Transportation Commission both \n", - "35481 El Dorado County Transportation Commission both \n", - "35482 El Dorado County Transportation Commission both \n", - "35483 El Dorado County Transportation Commission both \n", - "35484 El Dorado County Transportation Commission both \n", - "35485 El Dorado County Transportation Commission both \n", - 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"88333 El Dorado County Transportation Commission both \n", - "88334 El Dorado County Transportation Commission both \n", - "88335 El Dorado County Transportation Commission both \n", - "88336 El Dorado County Transportation Commission both \n", - "88337 El Dorado County Transportation Commission both \n", - "88338 El Dorado County Transportation Commission both \n", - "88339 El Dorado County Transportation Commission both \n", - "88340 El Dorado County Transportation Commission both \n", - "88341 El Dorado County Transportation Commission both \n", - "88342 El Dorado County Transportation Commission both \n", - "88343 El Dorado County Transportation Commission both \n", - "88344 El Dorado County Transportation Commission both \n", - "88345 El Dorado County Transportation Commission both " - ] - }, - "execution_count": 44, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "df[df[\"RTPA\"].str.contains(\"El Dor\")]" ] @@ -30211,7 +2982,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.11.6" } }, "nbformat": 4, diff --git a/ntd_annual_ridership/README.md b/ntd_annual_ridership/README.md deleted file mode 100644 index e5c88b6bc..000000000 --- a/ntd_annual_ridership/README.md +++ /dev/null @@ -1,12 +0,0 @@ -# NTD Annual Ridership by RTPA - - -Provide CalSTA with NTD Annual Ridership by each regional transportation planning authority (RTPA) - -This reoport shows general ridership trends by agency, mode and type of service. - -## Dataset -1. [NTD Annual Service data](https://www.transit.dot.gov/ntd/data-product/2022-annual-database-service) -2. [RTPA list](https://gis.data.ca.gov/datasets/CAEnergy::regional-transportation-planning-agencies/explore?appid=cf412a17daaa47bca93c6d6b7e77aff0&edit=true) -3. Download our processed data here - diff --git a/ntd_annual_ridership/annual_report_test2.ipynb b/ntd_annual_ridership/annual_report_test2.ipynb deleted file mode 100644 index 19c758ac9..000000000 --- a/ntd_annual_ridership/annual_report_test2.ipynb +++ /dev/null @@ -1,199 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 8, - "id": "f69ce09b-de2a-4d6e-a5b9-d6fa2ecf2be2", - "metadata": {}, - "outputs": [], - "source": [ - "from calitp_data_analysis.tables import tbls\n", - "from siuba import *\n", - "import pandas as pd\n", - "GCS_FILE_PATH = \"gs://calitp-analytics-data/data-analyses/ntd/\"\n", - "\n", - "pd.set_option('display.max_rows', None) \n", - "pd.set_option('display.max_columns', None) " - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "d92464c2-e8a2-46b4-a78e-8f25d2bb4c3f", - "metadata": {}, - "outputs": [], - "source": [ - "# using siuba to read in data from warehouse.\n", - "ntd_info = (tbls.mart_ntd.dim_annual_ntd_agency_information() \n", - " >> filter(_._is_current == True,\n", - " _.year == 2022,\n", - " _.region == 9) \n", - " >> collect()\n", - " )\n", - "\n", - "# need to find a way to filter ntd service to California agencies only. \n", - "ntd_service = (tbls.mart_ntd.dim_annual_ntd_agency_service()\n", - " >> group_by(_.ntd_id)\n", - " >> distinct(_.agency_name)\n", - " >> collect()\n", - " )#can i add pd filters after this?\n", - "\n", - "# reading in NTD ID crosswalk from GCS\n", - "crosswalk = pd.read_csv(\n", - " f\"{GCS_FILE_PATH}ntd_id_rtpa_crosswalk.csv\", \n", - " dtype = {\"NTD ID\": \"str\"}\n", - " ).rename(columns={\"NTD ID\": \"ntd_id\"})" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "a5dc49d8-6da7-422a-8482-d4bacafde914", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(322, 46)" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(2259, 2)" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(117, 6)" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "display(\n", - " ntd_info.shape,\n", - " ntd_service.shape,\n", - " crosswalk.shape\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "82a51ca6-8150-431e-8b4c-acf7be22e240", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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ntd_idagency_name
000001King County Department of Metro Transit
100002Spokane Transit Authority
200003Pierce County Transportation Benefit Area Auth...
300004Confederated Tribes of the Colville Indian Res...
400005City of Everett
\n", - "
" - ], - "text/plain": [ - " ntd_id agency_name\n", - "0 00001 King County Department of Metro Transit\n", - "1 00002 Spokane Transit Authority\n", - "2 00003 Pierce County Transportation Benefit Area Auth...\n", - "3 00004 Confederated Tribes of the Colville Indian Res...\n", - "4 00005 City of Everett" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ntd_service.head()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c025cbe8-6752-43c8-ba36-0eeb368fdd9c", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "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": "3.9.13" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/ntd_annual_ridership/annual_ridership_DRAFT.ipynb b/ntd_annual_ridership/annual_ridership_DRAFT.ipynb deleted file mode 100644 index 450cca3a1..000000000 --- a/ntd_annual_ridership/annual_ridership_DRAFT.ipynb +++ /dev/null @@ -1,116 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "id": "34028321-6cdf-4264-867b-97f042d6d871", - "metadata": {}, - "outputs": [], - "source": [ - "%%capture\n", - "import sys\n", - "sys.path.append(\"../bus_service_increase\")\n", - "\n", - "import warnings\n", - "warnings.filterwarnings('ignore')\n", - "\n", - "import altair as alt\n", - "import calitp_data_analysis.magics\n", - "import pandas as pd\n", - "\n", - "from IPython.display import display, HTML\n", - "\n", - "from bus_service_utils import chart_utils\n", - "from calitp_data_analysis import calitp_color_palette as cp\n", - "#from update_vars import GCS_FILE_PATH, PUBLIC_FILENAME, YEAR, MONTH\n", - "#from monthly_ridership_by_rtpa import get_percent_change\n", - "#from shared_utils.rt_dates import MONTH_DICT\n", - "\n", - "#alt.renderers.enable(\"html\")\n", - "alt.data_transformers.enable('default', max_rows=None)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6437e80c-fa8a-433f-b2aa-7138360d04a1", - "metadata": { - "tags": [ - "parameter" - ] - }, - "outputs": [], - "source": [ - "# parameters cell for local\n", - "rtpa = \"Metropolitan Transportation Commission\"" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b7055fb6-4331-425e-b4e5-e896b11b3acd", - "metadata": {}, - "outputs": [], - "source": [ - "%%capture_parameters\n", - "rtpa" - ] - }, - { - "cell_type": "markdown", - "id": "8e07bb7c-ae9c-49ca-a875-9f3e2037d5f8", - "metadata": {}, - "source": [ - "# {rtpa}\n", - "## Annual Ridership Trends\n", - "\n", - "**Download data from our public [folder](https://console.cloud.google.com/storage/browser/calitp-publish-data-analysis)** by navigating to `ntd_annual_ridership` and selecting a file." - ] - }, - { - "cell_type": "markdown", - "id": "9e285f5a-6c01-4c99-a442-a816ebe3ed63", - "metadata": {}, - "source": [ - "### Transit Agency" - ] - }, - { - "cell_type": "markdown", - "id": "888db6c8-df34-4399-93bd-1eced6fd6b09", - "metadata": {}, - "source": [ - "### Transit Mode" - ] - }, - { - "cell_type": "markdown", - "id": "e86a399b-1682-49c4-b9cc-cbdd2691777b", - "metadata": {}, - "source": [ - "### Type of Service" - ] - } - ], - "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": "3.9.13" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -}