diff --git a/guide/11-performing-network-analyses/part3_generate_service_area.ipynb b/guide/11-performing-network-analyses/part3_generate_service_area.ipynb index 0b1f5dc056..fb668c21b0 100644 --- a/guide/11-performing-network-analyses/part3_generate_service_area.ipynb +++ b/guide/11-performing-network-analyses/part3_generate_service_area.ipynb @@ -104,6 +104,9 @@ "from arcgis.gis import GIS\n", "import arcgis.network as network\n", "from arcgis.features import FeatureLayer, Feature, FeatureSet, use_proximity\n", + "from arcgis.map.symbols import PictureMarkerSymbolEsriPMS, SimpleFillSymbolEsriSFS, SimpleLineSymbolEsriSLS\n", + "from arcgis.map.popups import PopupInfo\n", + "\n", "import pandas as pd\n", "import datetime as dt\n", "import time" @@ -115,7 +118,7 @@ "metadata": {}, "outputs": [], "source": [ - "my_gis = GIS('home')" + "my_gis = GIS(profile='your_online_profile')" ] }, { @@ -132,36 +135,22 @@ "execution_count": 3, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "You do not have permissions to access this resource or perform this operation.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trying from an alternative source...\n" - ] - }, { "data": { "text/html": [ "
\n", "
\n", - " \n", - " \n", + " \n", + " \n", " \n", "
\n", "\n", "
\n", - " hospitals_SB_county\n", + " hospitals_SB_county\n", " \n", - "
Feature Layer Collection by arcgis_python\n", - "
Last Modified: September 27, 2019\n", - "
0 comments, 10 views\n", + "

Feature Layer Collection by arcgis_python\n", + "
Last Modified: October 21, 2021\n", + "
0 comments, 0 views\n", "
\n", "
\n", " " @@ -170,36 +159,14 @@ "" ] }, + "execution_count": 3, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "\"\"\" This try-except block will help you download the CSV and publish to current GIS object, if \n", - " \"You do not have permissions to access this resource or perform this operation.\"\n", - "\"\"\"\n", - "try:\n", - " hospital_item = my_gis.content.get(\"a2817bf9632a43f5ad1c6b0c153b0fab\")\n", - "except RuntimeError as ne:\n", - " try:\n", - " print(\"Trying from an alternative source...\")\n", - " hospital_item = my_gis.content.get(\"50fb63f303304835a048d16bd86c3024\")\n", - " except RuntimeError as ne:\n", - " print(\"Trying to publish from csv...\")\n", - " import requests\n", - " import csv\n", - " import os\n", - "\n", - " out_file_name = 'hospitals_SB_county.csv'\n", - " url = \"https://data.chhs.ca.gov/datastore/dump/641c5557-7d65-4379-8fea-6b7dedbda40b?q=&sort=_id+asc&fields=OSHPD_ID%2CFACILITY_NAME%2CLICENSE_NUM%2CFACILITY_LEVEL_DESC%2CDBA_ADDRESS1%2CDBA_CITY%2CDBA_ZIP_CODE%2CCOUNTY_CODE%2CCOUNTY_NAME%2CER_SERVICE_LEVEL_DESC%2CTOTAL_NUMBER_BEDS%2CFACILITY_STATUS_DESC%2CFACILITY_STATUS_DATE%2CLICENSE_TYPE_DESC%2CLICENSE_CATEGORY_DESC%2CLATITUDE%2CLONGITUDE&filters=%7B%22COUNTY_CODE%22%3A+%5B%2236%22%5D%7D&format=csv\"\n", - " download = requests.get(url)\n", - "\n", - " with open(out_file_name, 'w') as out_file:\n", - " out_file.writelines(download.text)\n", - " print(out_file_name)\n", - " csv_item = my_gis.content.add({}, out_file_name)\n", - " hospital_item = csv_item.publish()\n", - "display(hospital_item)" + "hospital_item = my_gis.content.get(\"e438435c220b4713b0a5779a8ebb5d16\")\n", + "hospital_item" ] }, { @@ -235,25 +202,10 @@ "execution_count": 5, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n", - "'Invalid field: County' parameter is invalid\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trying from an alternative approach...\n" - ] - }, { "data": { "text/plain": [ - " 33 features" + " 36 features" ] }, "metadata": {}, @@ -261,16 +213,8 @@ } ], "source": [ - "\"\"\" If you are using the exisiting layer from Esri_LivngAtlas, there is a \"County\" column in the dataset;\n", - " or else, the feature layer collection published from the downloaded CSV file is already targetted at SB County.\n", - "\"\"\"\n", - "try:\n", - " facilities = hospital_fl.query(where=\"County='SAN BERNARDINO' AND State='CA'\", as_df=False)\n", - "except RuntimeError as re:\n", - " \"\"\" when seeing 'Invalid field: County' parameter is invalid\n", - " \"\"\"\n", - " print(\"Trying from an alternative approach...\")\n", - " facilities = hospital_fl.query(where=\"Dba_city='REDLANDS' or Dba_city='LOMA LINDA'\", as_df=False)\n", + "hospital_fl = FeatureLayer(hospital_item.url + \"/0\")\n", + "facilities = hospital_fl.query(where=\"DBA_CITY='Redlands' or DBA_CITY='Loma Linda'\", as_df=False)\n", "display(facilities)" ] }, @@ -283,38 +227,57 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 83, "metadata": {}, "outputs": [ { "data": { "text/html": [ - "" + "" ], "text/plain": [ - "" + "" ] }, + "execution_count": 83, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "map1 = my_gis.map('SAN BERNARDINO, CA', zoomlevel=12)\n", + "map1 = my_gis.map('SAN BERNARDINO, CA')\n", "map1" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 62, "metadata": {}, "outputs": [], "source": [ - "hospital_symbol = {\"type\":\"esriPMS\",\n", - " \"url\":\"http://static.arcgis.com/images/Symbols/SafetyHealth/Hospital.png\",\n", - " \"contentType\": \"image/png\", \"width\":20, \"height\":20}\n", + "hospital_symbol = PictureMarkerSymbolEsriPMS(**{\"type\":\"esriPMS\",\n", + " \"url\":\"http://static.arcgis.com/images/Symbols/SafetyHealth/Hospital.png\",\n", + " \"contentType\":\"image/png\",\"width\":20,\"height\":20})\n", "\n", - "map1.draw(facilities, symbol=hospital_symbol)" + "map1.content.draw(facilities, symbol=hospital_symbol)" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [], + "source": [ + "map1.zoom_to_layer(facilities)" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "metadata": {}, + "outputs": [], + "source": [ + "map1.basemap.basemap = 'arcgis-dark-gray'" ] }, { @@ -353,7 +316,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -373,14 +336,15 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Wall time: 22.3 s\n" + "CPU times: total: 875 ms\n", + "Wall time: 16.5 s\n" ] } ], @@ -395,7 +359,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -412,16 +376,16 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "ToolOutput(service_areas= 99 features, solve_succeeded=True, output_network_analysis_layer=None, output_facilities= 33 features, output_service_area_lines= 0 features, output_result_file=None)" + "ToolOutput(service_areas= 108 features, solve_succeeded=True, output_network_analysis_layer=None, output_facilities= 36 features, output_service_area_lines=None, output_result_file=None, output_network_analysis_layer_package=None, usage_cost={'numObjects': 108, 'credits': 54.0})" ] }, - "execution_count": 8, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -448,7 +412,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -460,10 +424,8 @@ }, { "cell_type": "code", - "execution_count": 49, - "metadata": { - "scrolled": false - }, + "execution_count": 15, + "metadata": {}, "outputs": [ { "data": { @@ -507,147 +469,154 @@ " \n", " \n", " \n", - " 98\n", - " 0\n", - " 5\n", + " 2\n", + " 0.0\n", + " 5.0\n", " 36\n", - " SAN BERNARDINO\n", - " 35 BLUE JAY LANE\n", - " REDLANDS\n", - " 92374\n", + " San Bernardino\n", + " 11234 Anderson St\n", + " Loma Linda\n", + " 92354\n", " Parent Facility\n", - " BLUE JAY MANOR, LLC\n", - " 2017-10-03\n", + " LOMA LINDA UNIVERSITY CHILDREN'S HOSPITAL\n", + " 2014-11-16\n", " Open\n", - " Congregate Living Health Facility\n", - " 550003969\n", - " Long Term Care Facility\n", - " Location 10 : 0 - 5\n", - " 206361004\n", - " 6.0\n", + " General Acute Care Hospital\n", + " 550002873\n", + " Hospital\n", + " Location 13 : 0 - 5\n", + " 106364502\n", + " 343\n", " \n", " \n", - " 77\n", - " 0\n", - " 5\n", + " 5\n", + " 0.0\n", + " 5.0\n", " 36\n", - " SAN BERNARDINO\n", - " 812 CONCORD LANE\n", - " REDLANDS\n", - " 92374\n", + " San Bernardino\n", + " 25271 BARTON RD\n", + " LOMA LINDA\n", + " 92354\n", " Parent Facility\n", - " SERENE CONGREGATE LIVING, LLC\n", - " 2018-01-18\n", + " HERITAGE GARDENS HEALTH CARE CENTER\n", + " 1966-01-11\n", " Open\n", - " Congregate Living Health Facility\n", - " 550004194\n", + " Skilled Nursing Facility\n", + " 240000146\n", " Long Term Care Facility\n", - " Location 9 : 0 - 5\n", - " 206360023\n", - " 6.0\n", + " Location 18 : 0 - 5\n", + " 206361195\n", + " 110\n", " \n", " \n", - " 20\n", - " 0\n", - " 5\n", + " 11\n", + " 0.0\n", + " 5.0\n", " 36\n", - " SAN BERNARDINO\n", - " 1710 BARTON ROAD\n", - " REDLANDS\n", - " 92373\n", + " San Bernardino\n", + " 11234 ANDERSON ST\n", + " LOMA LINDA\n", + " 92354\n", " Parent Facility\n", - " LOMA LINDA UNIVERSITY BEHAVIORAL MEDICINE CENTER\n", - " 1988-01-16\n", + " LOMA LINDA UNIVERSITY MEDICAL CENTER\n", + " 1946-01-01\n", " Open\n", - " Acute Psychiatric Hospital\n", - " 240000281\n", + " General Acute Care Hospital\n", + " 240000169\n", " Hospital\n", - " Location 5 : 0 - 5\n", - " 106364014\n", - " 89.0\n", + " Location 8 : 0 - 5\n", + " 106361246\n", + " 371\n", " \n", " \n", - " 56\n", - " 0\n", - " 5\n", + " 8\n", + " 0.0\n", + " 5.0\n", " 36\n", - " SAN BERNARDINO\n", - " 1620 WEST FERN AVENUE\n", - " REDLANDS\n", - " 92373\n", + " San Bernardino\n", + " 11375 ANDERSON ST\n", + " LOMA LINDA\n", + " 92354\n", " Parent Facility\n", - " REDLANDS HEALTHCARE CENTER\n", - " 1966-04-25\n", + " LOMA LINDA UNIVERSITY KIDNEY CENTER\n", + " 1977-12-19\n", " Open\n", - " Skilled Nursing Facility\n", - " 240000211\n", - " Long Term Care Facility\n", - " Location 16 : 0 - 5\n", - " 206361351\n", - " 78.0\n", + " Chronic Dialysis Clinic\n", + " 240000011\n", + " Clinic\n", + " Location 25 : 0 - 5\n", + " 306360016\n", + " <NA>\n", " \n", " \n", - " 74\n", - " 0\n", - " 5\n", + " 14\n", + " 0.0\n", + " 5.0\n", " 36\n", - " SAN BERNARDINO\n", - " 42 WEST HILTON AVENUE\n", - " REDLANDS\n", - " 92373\n", + " San Bernardino\n", + " 24674 Redlands Blvd\n", + " Loma Linda\n", + " 92354\n", " Parent Facility\n", - " HILTON MANOR, LLC\n", - " 2016-11-10\n", + " CARELIFE HOSPICE, INC.\n", + " 2020-07-14\n", " Open\n", - " Congregate Living Health Facility\n", - " 550003708\n", - " Long Term Care Facility\n", - " Location 19 : 0 - 5\n", - " 206364580\n", - " 6.0\n", + " Hospice\n", + " 550005664\n", + " Home Health Agency/Hospice\n", + " Location 34 : 0 - 5\n", + " 406362791\n", + " <NA>\n", " \n", " \n", "\n", "" ], "text/plain": [ - " FromBreak ToBreak COUNTY_CODE COUNTY_NAME DBA_ADDRESS1 \\\n", - "98 0 5 36 SAN BERNARDINO 35 BLUE JAY LANE \n", - "77 0 5 36 SAN BERNARDINO 812 CONCORD LANE \n", - "20 0 5 36 SAN BERNARDINO 1710 BARTON ROAD \n", - "56 0 5 36 SAN BERNARDINO 1620 WEST FERN AVENUE \n", - "74 0 5 36 SAN BERNARDINO 42 WEST HILTON AVENUE \n", + " FromBreak ToBreak COUNTY_CODE COUNTY_NAME DBA_ADDRESS1 \\\n", + "2 0.0 5.0 36 San Bernardino 11234 Anderson St \n", + "5 0.0 5.0 36 San Bernardino 25271 BARTON RD \n", + "11 0.0 5.0 36 San Bernardino 11234 ANDERSON ST \n", + "8 0.0 5.0 36 San Bernardino 11375 ANDERSON ST \n", + "14 0.0 5.0 36 San Bernardino 24674 Redlands Blvd \n", "\n", - " DBA_CITY DBA_ZIP_CODE FACILITY_LEVEL_DESC \\\n", - "98 REDLANDS 92374 Parent Facility \n", - "77 REDLANDS 92374 Parent Facility \n", - "20 REDLANDS 92373 Parent Facility \n", - "56 REDLANDS 92373 Parent Facility \n", - "74 REDLANDS 92373 Parent Facility \n", + " DBA_CITY DBA_ZIP_CODE FACILITY_LEVEL_DESC \\\n", + "2 Loma Linda 92354 Parent Facility \n", + "5 LOMA LINDA 92354 Parent Facility \n", + "11 LOMA LINDA 92354 Parent Facility \n", + "8 LOMA LINDA 92354 Parent Facility \n", + "14 Loma Linda 92354 Parent Facility \n", "\n", - " FACILITY_NAME FACILITY_STATUS_DATE \\\n", - "98 BLUE JAY MANOR, LLC 2017-10-03 \n", - "77 SERENE CONGREGATE LIVING, LLC 2018-01-18 \n", - "20 LOMA LINDA UNIVERSITY BEHAVIORAL MEDICINE CENTER 1988-01-16 \n", - "56 REDLANDS HEALTHCARE CENTER 1966-04-25 \n", - "74 HILTON MANOR, LLC 2016-11-10 \n", + " FACILITY_NAME FACILITY_STATUS_DATE \\\n", + "2 LOMA LINDA UNIVERSITY CHILDREN'S HOSPITAL 2014-11-16 \n", + "5 HERITAGE GARDENS HEALTH CARE CENTER 1966-01-11 \n", + "11 LOMA LINDA UNIVERSITY MEDICAL CENTER 1946-01-01 \n", + "8 LOMA LINDA UNIVERSITY KIDNEY CENTER 1977-12-19 \n", + "14 CARELIFE HOSPICE, INC. 2020-07-14 \n", "\n", - " FACILITY_STATUS_DESC LICENSE_CATEGORY_DESC LICENSE_NUM \\\n", - "98 Open Congregate Living Health Facility 550003969 \n", - "77 Open Congregate Living Health Facility 550004194 \n", - "20 Open Acute Psychiatric Hospital 240000281 \n", - "56 Open Skilled Nursing Facility 240000211 \n", - "74 Open Congregate Living Health Facility 550003708 \n", + " FACILITY_STATUS_DESC LICENSE_CATEGORY_DESC LICENSE_NUM \\\n", + "2 Open General Acute Care Hospital 550002873 \n", + "5 Open Skilled Nursing Facility 240000146 \n", + "11 Open General Acute Care Hospital 240000169 \n", + "8 Open Chronic Dialysis Clinic 240000011 \n", + "14 Open Hospice 550005664 \n", "\n", - " LICENSE_TYPE_DESC Name OSHPD_ID TOTAL_NUMBER_BEDS \n", - "98 Long Term Care Facility Location 10 : 0 - 5 206361004 6.0 \n", - "77 Long Term Care Facility Location 9 : 0 - 5 206360023 6.0 \n", - "20 Hospital Location 5 : 0 - 5 106364014 89.0 \n", - "56 Long Term Care Facility Location 16 : 0 - 5 206361351 78.0 \n", - "74 Long Term Care Facility Location 19 : 0 - 5 206364580 6.0 " + " LICENSE_TYPE_DESC Name OSHPD_ID \\\n", + "2 Hospital Location 13 : 0 - 5 106364502 \n", + "5 Long Term Care Facility Location 18 : 0 - 5 206361195 \n", + "11 Hospital Location 8 : 0 - 5 106361246 \n", + "8 Clinic Location 25 : 0 - 5 306360016 \n", + "14 Home Health Agency/Hospice Location 34 : 0 - 5 406362791 \n", + "\n", + " TOTAL_NUMBER_BEDS \n", + "2 343 \n", + "5 110 \n", + "11 371 \n", + "8 \n", + "14 " ] }, - "execution_count": 49, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -660,7 +629,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -705,154 +674,154 @@ " \n", " \n", " \n", - " 21\n", - " 10\n", - " 15\n", + " 78\n", + " 10.0\n", + " 15.0\n", " 36\n", - " SAN BERNARDINO\n", - " 1720 MOUNTAIN VIEW AVE\n", - " LOMA LINDA\n", - " 92354\n", + " San Bernardino\n", + " 700 E HIGHLAND AVE\n", + " REDLANDS\n", + " 92374\n", " Parent Facility\n", - " TOTALLY KIDS REHABILITATION HOSPITAL\n", - " 2014-06-20\n", + " HIGHLAND CARE CENTER OF REDLANDS\n", + " 1960-01-18\n", " Open\n", - " General Acute Care Hospital\n", - " 550002720\n", - " Hospital\n", - " Location 7 : 10 - 15\n", - " 106364451\n", - " 81.0\n", + " Skilled Nursing Facility\n", + " 240000114\n", + " Long Term Care Facility\n", + " Location 16 : 10 - 15\n", + " 206361114\n", + " 80\n", " \n", " \n", - " 57\n", - " 10\n", - " 15\n", + " 102\n", + " 10.0\n", + " 15.0\n", " 36\n", - " SAN BERNARDINO\n", - " 1618 LAUREL AVENUE\n", - " REDLANDS\n", + " San Bernardino\n", + " 42 W Hilton Ave\n", + " Redlands\n", " 92373\n", " Parent Facility\n", - " TERRACINA POST ACUTE\n", - " 1989-03-16\n", + " HILTON MANOR, LLC\n", + " 2016-11-10\n", " Open\n", - " Skilled Nursing Facility\n", - " 240000307\n", + " Congregate Living Health Facility\n", + " 550003708\n", " Long Term Care Facility\n", - " Location 17 : 10 - 15\n", - " 206364036\n", - " 243.0\n", + " Location 24 : 10 - 15\n", + " 206364580\n", + " 6\n", " \n", " \n", - " 78\n", - " 10\n", - " 15\n", + " 99\n", + " 10.0\n", + " 15.0\n", " 36\n", - " SAN BERNARDINO\n", - " 819 SALEM DRIVE\n", - " REDLANDS\n", - " 92373\n", + " San Bernardino\n", + " 35 Blue Jay Ln\n", + " Redlands\n", + " 92374\n", " Parent Facility\n", - " PLYMOUTH VILLAGE\n", - " 1968-03-24\n", + " BLUE JAY MANOR, LLC\n", + " 2017-10-03\n", " Open\n", - " Skilled Nursing Facility\n", - " 240000189\n", + " Congregate Living Health Facility\n", + " 550003969\n", " Long Term Care Facility\n", " Location 15 : 10 - 15\n", - " 206361301\n", - " 48.0\n", + " 206361004\n", + " 6\n", " \n", " \n", - " 72\n", - " 10\n", - " 15\n", + " 96\n", + " 10.0\n", + " 15.0\n", " 36\n", - " SAN BERNARDINO\n", - " 42 WEST HILTON AVENUE\n", - " REDLANDS\n", - " 92373\n", + " San Bernardino\n", + " 301 9th St\n", + " Redlands\n", + " 92374\n", " Parent Facility\n", - " HILTON MANOR, LLC\n", - " 2016-11-10\n", + " WINGS OF HOPE HOSPICE, INC\n", + " 2017-01-01\n", " Open\n", - " Congregate Living Health Facility\n", - " 550003708\n", - " Long Term Care Facility\n", - " Location 19 : 10 - 15\n", - " 206364580\n", - " 6.0\n", + " Hospice\n", + " 550003546\n", + " Home Health Agency/Hospice\n", + " Location 2 : 10 - 15\n", + " 406361298\n", + " <NA>\n", " \n", " \n", - " 0\n", - " 10\n", - " 15\n", + " 105\n", + " 10.0\n", + " 15.0\n", " 36\n", - " SAN BERNARDINO\n", - " 26780 BARTON ROAD\n", - " REDLANDS\n", - " 92373\n", - " Consolidated Facility\n", - " LOMA LINDA UNIVERSITY SURGICAL HOSPITAL\n", - " 2009-01-02\n", + " San Bernardino\n", + " 812 Concord Ln\n", + " Redlands\n", + " 92374\n", + " Parent Facility\n", + " SERENE CONGREGATE LIVING, LLC\n", + " 2018-01-18\n", " Open\n", - " General Acute Care Hospital\n", - " 240000169\n", - " Hospital\n", - " Location 6 : 10 - 15\n", - " 106364268\n", - " 28.0\n", + " Congregate Living Health Facility\n", + " 550004194\n", + " Long Term Care Facility\n", + " Location 14 : 10 - 15\n", + " 206360023\n", + " 6\n", " \n", " \n", "\n", "" ], "text/plain": [ - " FromBreak ToBreak COUNTY_CODE COUNTY_NAME DBA_ADDRESS1 \\\n", - "21 10 15 36 SAN BERNARDINO 1720 MOUNTAIN VIEW AVE \n", - "57 10 15 36 SAN BERNARDINO 1618 LAUREL AVENUE \n", - "78 10 15 36 SAN BERNARDINO 819 SALEM DRIVE \n", - "72 10 15 36 SAN BERNARDINO 42 WEST HILTON AVENUE \n", - "0 10 15 36 SAN BERNARDINO 26780 BARTON ROAD \n", + " FromBreak ToBreak COUNTY_CODE COUNTY_NAME DBA_ADDRESS1 \\\n", + "78 10.0 15.0 36 San Bernardino 700 E HIGHLAND AVE \n", + "102 10.0 15.0 36 San Bernardino 42 W Hilton Ave \n", + "99 10.0 15.0 36 San Bernardino 35 Blue Jay Ln \n", + "96 10.0 15.0 36 San Bernardino 301 9th St \n", + "105 10.0 15.0 36 San Bernardino 812 Concord Ln \n", "\n", - " DBA_CITY DBA_ZIP_CODE FACILITY_LEVEL_DESC \\\n", - "21 LOMA LINDA 92354 Parent Facility \n", - "57 REDLANDS 92373 Parent Facility \n", - "78 REDLANDS 92373 Parent Facility \n", - "72 REDLANDS 92373 Parent Facility \n", - "0 REDLANDS 92373 Consolidated Facility \n", + " DBA_CITY DBA_ZIP_CODE FACILITY_LEVEL_DESC \\\n", + "78 REDLANDS 92374 Parent Facility \n", + "102 Redlands 92373 Parent Facility \n", + "99 Redlands 92374 Parent Facility \n", + "96 Redlands 92374 Parent Facility \n", + "105 Redlands 92374 Parent Facility \n", "\n", - " FACILITY_NAME FACILITY_STATUS_DATE \\\n", - "21 TOTALLY KIDS REHABILITATION HOSPITAL 2014-06-20 \n", - "57 TERRACINA POST ACUTE 1989-03-16 \n", - "78 PLYMOUTH VILLAGE 1968-03-24 \n", - "72 HILTON MANOR, LLC 2016-11-10 \n", - "0 LOMA LINDA UNIVERSITY SURGICAL HOSPITAL 2009-01-02 \n", + " FACILITY_NAME FACILITY_STATUS_DATE \\\n", + "78 HIGHLAND CARE CENTER OF REDLANDS 1960-01-18 \n", + "102 HILTON MANOR, LLC 2016-11-10 \n", + "99 BLUE JAY MANOR, LLC 2017-10-03 \n", + "96 WINGS OF HOPE HOSPICE, INC 2017-01-01 \n", + "105 SERENE CONGREGATE LIVING, LLC 2018-01-18 \n", "\n", - " FACILITY_STATUS_DESC LICENSE_CATEGORY_DESC LICENSE_NUM \\\n", - "21 Open General Acute Care Hospital 550002720 \n", - "57 Open Skilled Nursing Facility 240000307 \n", - "78 Open Skilled Nursing Facility 240000189 \n", - "72 Open Congregate Living Health Facility 550003708 \n", - "0 Open General Acute Care Hospital 240000169 \n", + " FACILITY_STATUS_DESC LICENSE_CATEGORY_DESC LICENSE_NUM \\\n", + "78 Open Skilled Nursing Facility 240000114 \n", + "102 Open Congregate Living Health Facility 550003708 \n", + "99 Open Congregate Living Health Facility 550003969 \n", + "96 Open Hospice 550003546 \n", + "105 Open Congregate Living Health Facility 550004194 \n", "\n", - " LICENSE_TYPE_DESC Name OSHPD_ID \\\n", - "21 Hospital Location 7 : 10 - 15 106364451 \n", - "57 Long Term Care Facility Location 17 : 10 - 15 206364036 \n", - "78 Long Term Care Facility Location 15 : 10 - 15 206361301 \n", - "72 Long Term Care Facility Location 19 : 10 - 15 206364580 \n", - "0 Hospital Location 6 : 10 - 15 106364268 \n", + " LICENSE_TYPE_DESC Name OSHPD_ID \\\n", + "78 Long Term Care Facility Location 16 : 10 - 15 206361114 \n", + "102 Long Term Care Facility Location 24 : 10 - 15 206364580 \n", + "99 Long Term Care Facility Location 15 : 10 - 15 206361004 \n", + "96 Home Health Agency/Hospice Location 2 : 10 - 15 406361298 \n", + "105 Long Term Care Facility Location 14 : 10 - 15 206360023 \n", "\n", - " TOTAL_NUMBER_BEDS \n", - "21 81.0 \n", - "57 243.0 \n", - "78 48.0 \n", - "72 6.0 \n", - "0 28.0 " + " TOTAL_NUMBER_BEDS \n", + "78 80 \n", + "102 6 \n", + "99 6 \n", + "96 \n", + "105 6 " ] }, - "execution_count": 50, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -889,52 +858,62 @@ } ], "source": [ - "map3 = my_gis.map('SAN BERNARDINO, CA', zoomlevel=12)\n", - "map3" + "map2 = my_gis.map('SAN BERNARDINO, CA')\n", + "map2" ] }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 35, "metadata": {}, "outputs": [], "source": [ - "colors = {5: [0, 128, 0, 90], \n", - " 10: [255, 255, 0, 90], \n", - " 15: [255, 0, 0, 90]}\n", - "\n", - "fill_symbol = {\"type\": \"esriSFS\",\"style\": \"esriSFSSolid\",\n", - " \"color\": [115,76,0,255],\n", - " \"outline\":{\"color\":[0,0,128,255],\"width\":0.25,\"type\":\"esriSLS\",\"style\":\"esriSLSSolid\"}}" + "#set outline for each service area\n", + "outline = SimpleLineSymbolEsriSLS(**{\"color\":[0,0,128,255], \"type\":\"esriSLS\", \"style\":\"esriSLSSolid\", \"width\":0.25})" ] }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 36, "metadata": {}, "outputs": [], "source": [ - "map3.clear_graphics()\n", + "colors = {5: [0, 128, 0, 90], \n", + " 10: [255, 255, 0, 90], \n", + " 15: [255, 0, 0, 90]}\n", "\n", "for service_area in result1.service_areas.features:\n", - " \n", - " #set color based on drive time\n", - " fill_symbol['color'] = colors[service_area.attributes['ToBreak']]\n", + "\n", + " #set colors based on drive time\n", + " color = colors[service_area.attributes['ToBreak']]\n", + "\n", + " fill_symbol = SimpleFillSymbolEsriSFS(**{\"type\": \"esriSFS\",\"style\": \"esriSFSSolid\",\n", + " \"color\": color,\n", + " \"outline\":outline})\n", " \n", " #set popup\n", - " popup={\"title\": \"Service area\", \n", - " \"content\": \"{} minutes\".format(service_area.attributes['ToBreak'])}\n", + " popup=PopupInfo(**{\"title\": \"Service area\", \n", + " \"content\": \"{} minutes\".format(service_area.attributes['ToBreak'])})\n", " \n", " #draw service area\n", - " map3.draw(service_area.geometry, symbol=fill_symbol, popup=popup, \n", + " map2.content.draw(service_area.geometry, symbol=fill_symbol, popup=popup, \n", " attributes={\"title\": service_area.attributes['Name']})\n", "\n", - "map3.draw(facilities, symbol=hospital_symbol)" + "map2.content.draw(facilities, symbol=hospital_symbol)" ] }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "map2.zoom_to_layer(facilities)" + ] + }, + { + "cell_type": "code", + "execution_count": 38, "metadata": {}, "outputs": [ { @@ -942,26 +921,26 @@ "text/html": [ "
\n", "
\n", - " \n", - " \n", + " \n", + " \n", " \n", "
\n", "\n", "
\n", - " Hospital Service Areas of San Bernadino County (2)\n", + " Hospital Service Areas of San Bernadino County (2)\n", " \n", - "
Hospital Service Areas of San Bernadino CountyWeb Map by portaladmin\n", - "
Last Modified: September 23, 2019\n", + "
Hospital Service Areas of San Bernadino County
Web Map by arcgis_python\n", + "
Last Modified: September 24, 2025\n", "
0 comments, 0 views\n", "
\n", "
\n", " " ], "text/plain": [ - "" + "" ] }, - "execution_count": 47, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } @@ -974,7 +953,7 @@ " \"description\": \"a web map of Hospital Service Areas of San Bernadino County\"\n", "}\n", "\n", - "item = map3.save(item_properties)\n", + "item = map2.save(item_properties)\n", "item" ] }, @@ -993,7 +972,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 39, "metadata": {}, "outputs": [], "source": [ @@ -1013,13 +992,13 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 40, "metadata": {}, "outputs": [], "source": [ - "Loma_linda_fset_list=[]\n", + "loma_linda_fset_list=[]\n", "for result in sa_results:\n", - " Loma_linda_fset_list.append(result.service_areas)" + " loma_linda_fset_list.append(result.service_areas)" ] }, { @@ -1039,13 +1018,13 @@ } ], "source": [ - "map2= my_gis.map(\"Loma Linda, CA\")\n", - "map2" + "map3 = my_gis.map(\"Loma Linda, CA\")\n", + "map3" ] }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 42, "metadata": {}, "outputs": [], "source": [ @@ -1053,16 +1032,12 @@ " 1: [128, 0, 128, 90],\n", " 2: [0, 128, 0, 90], \n", " 3: [255, 255, 0, 90], \n", - " 4: [255, 0, 0, 90]}\n", - "\n", - "fill_symbol1 = {\"type\": \"esriSFS\",\"style\": \"esriSFSSolid\",\n", - " \"color\": [115,76,0,255],\n", - " \"outline\":{\"color\":[0,0,128,255],\"width\":0.25,\"type\":\"esriSLS\",\"style\":\"esriSLSSolid\"}}" + " 4: [255, 0, 0, 90]}" ] }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 43, "metadata": {}, "outputs": [ { @@ -1078,16 +1053,20 @@ } ], "source": [ - "map2.clear_graphics()\n", - "\n", "times = ['6 am', '10 am', '2 pm', '6 pm', '10 pm']\n", "j=0\n", "time.sleep(2)\n", "\n", - "for fset in Loma_linda_fset_list:\n", + "for fset in loma_linda_fset_list:\n", " print(times[j])\n", - " fill_symbol1['color'] = colors1[j]\n", - " map2.draw(fset, symbol=fill_symbol1)\n", + " \n", + " color1 = colors1[j]\n", + "\n", + " fill_symbol1 = SimpleFillSymbolEsriSFS(**{\"type\": \"esriSFS\",\"style\": \"esriSFSSolid\",\n", + " \"color\": color1,\n", + " \"outline\":outline})\n", + " \n", + " map3.content.draw(fset, symbol=fill_symbol1)\n", " j+=1\n", " time.sleep(1)" ] @@ -1128,58 +1107,57 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 46, "metadata": {}, - "outputs": [], - "source": [ - "\"\"\"If you are referencing the feature layer collection published from downloaded CSV\n", - "\"\"\"\n", - "hospital_layer = {'url': hospital_fl.url, \n", - " 'filter': \"Dba_city='REDLANDS' or Dba_city='Loma Linda'\"}\n", - "\n", - "result2 = use_proximity.create_drive_time_areas(input_layer=hospital_layer, break_values=list_of_breaks, \n", - " time_of_day = current_time,\n", - " context={'outSR': {\"wkid\": 4326}},\n", - " output_name=\"Create Service Area from Hospitals in SB County 2\")" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "metadata": { - "scrolled": true - }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "{\"cost\": 54.0}\n" + ] + }, { "data": { "text/html": [ "
\n", "
\n", - " \n", + " \n", " \n", " \n", "
\n", "\n", "
\n", - " Create Service Area from Hospitals in SB County 2\n", + " Create_Service_Areas_from_Hospitals_in_SB_County\n", " \n", - "
Feature Layer Collection by arcgis_python\n", - "
Last Modified: October 29, 2019\n", + "

Feature Layer Collection by arcgis_python\n", + "
Last Modified: September 24, 2025\n", "
0 comments, 0 views\n", "
\n", "
\n", " " ], "text/plain": [ - "" + "" ] }, - "execution_count": 42, + "execution_count": 46, "metadata": {}, "output_type": "execute_result" } ], "source": [ + "\"\"\"If you are referencing the feature layer collection published from downloaded CSV\n", + "\"\"\"\n", + "hospital_layer = {'url': hospital_fl.url, \n", + " 'filter': \"DBA_CITY='Redlands' or DBA_CITY='Loma Linda'\"}\n", + "\n", + "result2 = use_proximity.create_drive_time_areas(input_layer=hospital_layer, travel_mode='Driving Time',\n", + " break_values=list_of_breaks, \n", + " time_of_day = current_time,\n", + " context={'outSR': {\"wkid\": 4326}},\n", + " output_name=\"Create Service Areas from Hospitals in SB County\")\n", + "\n", "result2" ] }, @@ -1192,16 +1170,16 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "'https:///arcgis/rest/services/Create Service Area from Hospitals in SB County 2/FeatureServer/0'" + "'https://services7.arcgis.com/JEwYeAy2cc8qOe3o/arcgis/rest/services/Create_Service_Areas_from_Hospitals_in_SB_County/FeatureServer/0'" ] }, - "execution_count": 44, + "execution_count": 47, "metadata": {}, "output_type": "execute_result" } @@ -1213,10 +1191,8 @@ }, { "cell_type": "code", - "execution_count": 46, - "metadata": { - "scrolled": true - }, + "execution_count": 48, + "metadata": {}, "outputs": [ { "data": { @@ -1260,147 +1236,154 @@ " \n", " \n", " \n", - " 98\n", - " 0\n", - " 5\n", + " 2\n", + " 0.0\n", + " 5.0\n", " 36\n", - " SAN BERNARDINO\n", - " 35 BLUE JAY LANE\n", - " REDLANDS\n", - " 92374\n", + " San Bernardino\n", + " 11234 Anderson St\n", + " Loma Linda\n", + " 92354\n", " Parent Facility\n", - " BLUE JAY MANOR, LLC\n", - " 2017-10-03\n", + " LOMA LINDA UNIVERSITY CHILDREN'S HOSPITAL\n", + " 2014-11-16\n", " Open\n", - " Congregate Living Health Facility\n", - " 550003969\n", - " Long Term Care Facility\n", - " Location 10 : 0 - 5\n", - " 206361004\n", - " 6.0\n", + " General Acute Care Hospital\n", + " 550002873\n", + " Hospital\n", + " Location 13 : 0 - 5\n", + " 106364502\n", + " 343\n", " \n", " \n", - " 77\n", - " 0\n", - " 5\n", + " 5\n", + " 0.0\n", + " 5.0\n", " 36\n", - " SAN BERNARDINO\n", - " 812 CONCORD LANE\n", - " REDLANDS\n", - " 92374\n", + " San Bernardino\n", + " 25271 BARTON RD\n", + " LOMA LINDA\n", + " 92354\n", " Parent Facility\n", - " SERENE CONGREGATE LIVING, LLC\n", - " 2018-01-18\n", + " HERITAGE GARDENS HEALTH CARE CENTER\n", + " 1966-01-11\n", " Open\n", - " Congregate Living Health Facility\n", - " 550004194\n", + " Skilled Nursing Facility\n", + " 240000146\n", " Long Term Care Facility\n", - " Location 9 : 0 - 5\n", - " 206360023\n", - " 6.0\n", + " Location 18 : 0 - 5\n", + " 206361195\n", + " 110\n", " \n", " \n", - " 20\n", - " 0\n", - " 5\n", + " 11\n", + " 0.0\n", + " 5.0\n", " 36\n", - " SAN BERNARDINO\n", - " 1710 BARTON ROAD\n", - " REDLANDS\n", - " 92373\n", + " San Bernardino\n", + " 11234 ANDERSON ST\n", + " LOMA LINDA\n", + " 92354\n", " Parent Facility\n", - " LOMA LINDA UNIVERSITY BEHAVIORAL MEDICINE CENTER\n", - " 1988-01-16\n", + " LOMA LINDA UNIVERSITY MEDICAL CENTER\n", + " 1946-01-01\n", " Open\n", - " Acute Psychiatric Hospital\n", - " 240000281\n", + " General Acute Care Hospital\n", + " 240000169\n", " Hospital\n", - " Location 5 : 0 - 5\n", - " 106364014\n", - " 89.0\n", + " Location 8 : 0 - 5\n", + " 106361246\n", + " 371\n", " \n", " \n", - " 56\n", - " 0\n", - " 5\n", + " 8\n", + " 0.0\n", + " 5.0\n", " 36\n", - " SAN BERNARDINO\n", - " 1620 WEST FERN AVENUE\n", - " REDLANDS\n", - " 92373\n", + " San Bernardino\n", + " 11375 ANDERSON ST\n", + " LOMA LINDA\n", + " 92354\n", " Parent Facility\n", - " REDLANDS HEALTHCARE CENTER\n", - " 1966-04-25\n", + " LOMA LINDA UNIVERSITY KIDNEY CENTER\n", + " 1977-12-19\n", " Open\n", - " Skilled Nursing Facility\n", - " 240000211\n", - " Long Term Care Facility\n", - " Location 16 : 0 - 5\n", - " 206361351\n", - " 78.0\n", + " Chronic Dialysis Clinic\n", + " 240000011\n", + " Clinic\n", + " Location 25 : 0 - 5\n", + " 306360016\n", + " <NA>\n", " \n", " \n", - " 74\n", - " 0\n", - " 5\n", + " 14\n", + " 0.0\n", + " 5.0\n", " 36\n", - " SAN BERNARDINO\n", - " 42 WEST HILTON AVENUE\n", - " REDLANDS\n", - " 92373\n", + " San Bernardino\n", + " 24674 Redlands Blvd\n", + " Loma Linda\n", + " 92354\n", " Parent Facility\n", - " HILTON MANOR, LLC\n", - " 2016-11-10\n", + " CARELIFE HOSPICE, INC.\n", + " 2020-07-14\n", " Open\n", - " Congregate Living Health Facility\n", - " 550003708\n", - " Long Term Care Facility\n", - " Location 19 : 0 - 5\n", - " 206364580\n", - " 6.0\n", + " Hospice\n", + " 550005664\n", + " Home Health Agency/Hospice\n", + " Location 34 : 0 - 5\n", + " 406362791\n", + " <NA>\n", " \n", " \n", "\n", "" ], "text/plain": [ - " FromBreak ToBreak COUNTY_CODE COUNTY_NAME DBA_ADDRESS1 \\\n", - "98 0 5 36 SAN BERNARDINO 35 BLUE JAY LANE \n", - "77 0 5 36 SAN BERNARDINO 812 CONCORD LANE \n", - "20 0 5 36 SAN BERNARDINO 1710 BARTON ROAD \n", - "56 0 5 36 SAN BERNARDINO 1620 WEST FERN AVENUE \n", - "74 0 5 36 SAN BERNARDINO 42 WEST HILTON AVENUE \n", + " FromBreak ToBreak COUNTY_CODE COUNTY_NAME DBA_ADDRESS1 \\\n", + "2 0.0 5.0 36 San Bernardino 11234 Anderson St \n", + "5 0.0 5.0 36 San Bernardino 25271 BARTON RD \n", + "11 0.0 5.0 36 San Bernardino 11234 ANDERSON ST \n", + "8 0.0 5.0 36 San Bernardino 11375 ANDERSON ST \n", + "14 0.0 5.0 36 San Bernardino 24674 Redlands Blvd \n", + "\n", + " DBA_CITY DBA_ZIP_CODE FACILITY_LEVEL_DESC \\\n", + "2 Loma Linda 92354 Parent Facility \n", + "5 LOMA LINDA 92354 Parent Facility \n", + "11 LOMA LINDA 92354 Parent Facility \n", + "8 LOMA LINDA 92354 Parent Facility \n", + "14 Loma Linda 92354 Parent Facility \n", "\n", - " DBA_CITY DBA_ZIP_CODE FACILITY_LEVEL_DESC \\\n", - "98 REDLANDS 92374 Parent Facility \n", - "77 REDLANDS 92374 Parent Facility \n", - "20 REDLANDS 92373 Parent Facility \n", - "56 REDLANDS 92373 Parent Facility \n", - "74 REDLANDS 92373 Parent Facility \n", + " FACILITY_NAME FACILITY_STATUS_DATE \\\n", + "2 LOMA LINDA UNIVERSITY CHILDREN'S HOSPITAL 2014-11-16 \n", + "5 HERITAGE GARDENS HEALTH CARE CENTER 1966-01-11 \n", + "11 LOMA LINDA UNIVERSITY MEDICAL CENTER 1946-01-01 \n", + "8 LOMA LINDA UNIVERSITY KIDNEY CENTER 1977-12-19 \n", + "14 CARELIFE HOSPICE, INC. 2020-07-14 \n", "\n", - " FACILITY_NAME FACILITY_STATUS_DATE \\\n", - "98 BLUE JAY MANOR, LLC 2017-10-03 \n", - "77 SERENE CONGREGATE LIVING, LLC 2018-01-18 \n", - "20 LOMA LINDA UNIVERSITY BEHAVIORAL MEDICINE CENTER 1988-01-16 \n", - "56 REDLANDS HEALTHCARE CENTER 1966-04-25 \n", - "74 HILTON MANOR, LLC 2016-11-10 \n", + " FACILITY_STATUS_DESC LICENSE_CATEGORY_DESC LICENSE_NUM \\\n", + "2 Open General Acute Care Hospital 550002873 \n", + "5 Open Skilled Nursing Facility 240000146 \n", + "11 Open General Acute Care Hospital 240000169 \n", + "8 Open Chronic Dialysis Clinic 240000011 \n", + "14 Open Hospice 550005664 \n", "\n", - " FACILITY_STATUS_DESC LICENSE_CATEGORY_DESC LICENSE_NUM \\\n", - "98 Open Congregate Living Health Facility 550003969 \n", - "77 Open Congregate Living Health Facility 550004194 \n", - "20 Open Acute Psychiatric Hospital 240000281 \n", - "56 Open Skilled Nursing Facility 240000211 \n", - "74 Open Congregate Living Health Facility 550003708 \n", + " LICENSE_TYPE_DESC Name OSHPD_ID \\\n", + "2 Hospital Location 13 : 0 - 5 106364502 \n", + "5 Long Term Care Facility Location 18 : 0 - 5 206361195 \n", + "11 Hospital Location 8 : 0 - 5 106361246 \n", + "8 Clinic Location 25 : 0 - 5 306360016 \n", + "14 Home Health Agency/Hospice Location 34 : 0 - 5 406362791 \n", "\n", - " LICENSE_TYPE_DESC Name OSHPD_ID TOTAL_NUMBER_BEDS \n", - "98 Long Term Care Facility Location 10 : 0 - 5 206361004 6.0 \n", - "77 Long Term Care Facility Location 9 : 0 - 5 206360023 6.0 \n", - "20 Hospital Location 5 : 0 - 5 106364014 89.0 \n", - "56 Long Term Care Facility Location 16 : 0 - 5 206361351 78.0 \n", - "74 Long Term Care Facility Location 19 : 0 - 5 206364580 6.0 " + " TOTAL_NUMBER_BEDS \n", + "2 343 \n", + "5 110 \n", + "11 371 \n", + "8 \n", + "14 " ] }, - "execution_count": 46, + "execution_count": 48, "metadata": {}, "output_type": "execute_result" } @@ -1413,7 +1396,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 49, "metadata": {}, "outputs": [ { @@ -1458,154 +1441,154 @@ " \n", " \n", " \n", - " 21\n", - " 10\n", - " 15\n", + " 78\n", + " 10.0\n", + " 15.0\n", " 36\n", - " SAN BERNARDINO\n", - " 1720 MOUNTAIN VIEW AVE\n", - " LOMA LINDA\n", - " 92354\n", + " San Bernardino\n", + " 700 E HIGHLAND AVE\n", + " REDLANDS\n", + " 92374\n", " Parent Facility\n", - " TOTALLY KIDS REHABILITATION HOSPITAL\n", - " 2014-06-20\n", + " HIGHLAND CARE CENTER OF REDLANDS\n", + " 1960-01-18\n", " Open\n", - " General Acute Care Hospital\n", - " 550002720\n", - " Hospital\n", - " Location 7 : 10 - 15\n", - " 106364451\n", - " 81.0\n", + " Skilled Nursing Facility\n", + " 240000114\n", + " Long Term Care Facility\n", + " Location 16 : 10 - 15\n", + " 206361114\n", + " 80\n", " \n", " \n", - " 57\n", - " 10\n", - " 15\n", + " 102\n", + " 10.0\n", + " 15.0\n", " 36\n", - " SAN BERNARDINO\n", - " 1618 LAUREL AVENUE\n", - " REDLANDS\n", + " San Bernardino\n", + " 42 W Hilton Ave\n", + " Redlands\n", " 92373\n", " Parent Facility\n", - " TERRACINA POST ACUTE\n", - " 1989-03-16\n", + " HILTON MANOR, LLC\n", + " 2016-11-10\n", " Open\n", - " Skilled Nursing Facility\n", - " 240000307\n", + " Congregate Living Health Facility\n", + " 550003708\n", " Long Term Care Facility\n", - " Location 17 : 10 - 15\n", - " 206364036\n", - " 243.0\n", + " Location 24 : 10 - 15\n", + " 206364580\n", + " 6\n", " \n", " \n", - " 78\n", - " 10\n", - " 15\n", + " 99\n", + " 10.0\n", + " 15.0\n", " 36\n", - " SAN BERNARDINO\n", - " 819 SALEM DRIVE\n", - " REDLANDS\n", - " 92373\n", + " San Bernardino\n", + " 35 Blue Jay Ln\n", + " Redlands\n", + " 92374\n", " Parent Facility\n", - " PLYMOUTH VILLAGE\n", - " 1968-03-24\n", + " BLUE JAY MANOR, LLC\n", + " 2017-10-03\n", " Open\n", - " Skilled Nursing Facility\n", - " 240000189\n", + " Congregate Living Health Facility\n", + " 550003969\n", " Long Term Care Facility\n", " Location 15 : 10 - 15\n", - " 206361301\n", - " 48.0\n", + " 206361004\n", + " 6\n", " \n", " \n", - " 72\n", - " 10\n", - " 15\n", + " 96\n", + " 10.0\n", + " 15.0\n", " 36\n", - " SAN BERNARDINO\n", - " 42 WEST HILTON AVENUE\n", - " REDLANDS\n", - " 92373\n", + " San Bernardino\n", + " 301 9th St\n", + " Redlands\n", + " 92374\n", " Parent Facility\n", - " HILTON MANOR, LLC\n", - " 2016-11-10\n", + " WINGS OF HOPE HOSPICE, INC\n", + " 2017-01-01\n", " Open\n", - " Congregate Living Health Facility\n", - " 550003708\n", - " Long Term Care Facility\n", - " Location 19 : 10 - 15\n", - " 206364580\n", - " 6.0\n", + " Hospice\n", + " 550003546\n", + " Home Health Agency/Hospice\n", + " Location 2 : 10 - 15\n", + " 406361298\n", + " <NA>\n", " \n", " \n", - " 0\n", - " 10\n", - " 15\n", + " 105\n", + " 10.0\n", + " 15.0\n", " 36\n", - " SAN BERNARDINO\n", - " 26780 BARTON ROAD\n", - " REDLANDS\n", - " 92373\n", - " Consolidated Facility\n", - " LOMA LINDA UNIVERSITY SURGICAL HOSPITAL\n", - " 2009-01-02\n", + " San Bernardino\n", + " 812 Concord Ln\n", + " Redlands\n", + " 92374\n", + " Parent Facility\n", + " SERENE CONGREGATE LIVING, LLC\n", + " 2018-01-18\n", " Open\n", - " General Acute Care Hospital\n", - " 240000169\n", - " Hospital\n", - " Location 6 : 10 - 15\n", - " 106364268\n", - " 28.0\n", + " Congregate Living Health Facility\n", + " 550004194\n", + " Long Term Care Facility\n", + " Location 14 : 10 - 15\n", + " 206360023\n", + " 6\n", " \n", " \n", "\n", "" ], "text/plain": [ - " FromBreak ToBreak COUNTY_CODE COUNTY_NAME DBA_ADDRESS1 \\\n", - "21 10 15 36 SAN BERNARDINO 1720 MOUNTAIN VIEW AVE \n", - "57 10 15 36 SAN BERNARDINO 1618 LAUREL AVENUE \n", - "78 10 15 36 SAN BERNARDINO 819 SALEM DRIVE \n", - "72 10 15 36 SAN BERNARDINO 42 WEST HILTON AVENUE \n", - "0 10 15 36 SAN BERNARDINO 26780 BARTON ROAD \n", + " FromBreak ToBreak COUNTY_CODE COUNTY_NAME DBA_ADDRESS1 \\\n", + "78 10.0 15.0 36 San Bernardino 700 E HIGHLAND AVE \n", + "102 10.0 15.0 36 San Bernardino 42 W Hilton Ave \n", + "99 10.0 15.0 36 San Bernardino 35 Blue Jay Ln \n", + "96 10.0 15.0 36 San Bernardino 301 9th St \n", + "105 10.0 15.0 36 San Bernardino 812 Concord Ln \n", "\n", - " DBA_CITY DBA_ZIP_CODE FACILITY_LEVEL_DESC \\\n", - "21 LOMA LINDA 92354 Parent Facility \n", - "57 REDLANDS 92373 Parent Facility \n", - "78 REDLANDS 92373 Parent Facility \n", - "72 REDLANDS 92373 Parent Facility \n", - "0 REDLANDS 92373 Consolidated Facility \n", + " DBA_CITY DBA_ZIP_CODE FACILITY_LEVEL_DESC \\\n", + "78 REDLANDS 92374 Parent Facility \n", + "102 Redlands 92373 Parent Facility \n", + "99 Redlands 92374 Parent Facility \n", + "96 Redlands 92374 Parent Facility \n", + "105 Redlands 92374 Parent Facility \n", "\n", - " FACILITY_NAME FACILITY_STATUS_DATE \\\n", - "21 TOTALLY KIDS REHABILITATION HOSPITAL 2014-06-20 \n", - "57 TERRACINA POST ACUTE 1989-03-16 \n", - "78 PLYMOUTH VILLAGE 1968-03-24 \n", - "72 HILTON MANOR, LLC 2016-11-10 \n", - "0 LOMA LINDA UNIVERSITY SURGICAL HOSPITAL 2009-01-02 \n", + " FACILITY_NAME FACILITY_STATUS_DATE \\\n", + "78 HIGHLAND CARE CENTER OF REDLANDS 1960-01-18 \n", + "102 HILTON MANOR, LLC 2016-11-10 \n", + "99 BLUE JAY MANOR, LLC 2017-10-03 \n", + "96 WINGS OF HOPE HOSPICE, INC 2017-01-01 \n", + "105 SERENE CONGREGATE LIVING, LLC 2018-01-18 \n", "\n", - " FACILITY_STATUS_DESC LICENSE_CATEGORY_DESC LICENSE_NUM \\\n", - "21 Open General Acute Care Hospital 550002720 \n", - "57 Open Skilled Nursing Facility 240000307 \n", - "78 Open Skilled Nursing Facility 240000189 \n", - "72 Open Congregate Living Health Facility 550003708 \n", - "0 Open General Acute Care Hospital 240000169 \n", + " FACILITY_STATUS_DESC LICENSE_CATEGORY_DESC LICENSE_NUM \\\n", + "78 Open Skilled Nursing Facility 240000114 \n", + "102 Open Congregate Living Health Facility 550003708 \n", + "99 Open Congregate Living Health Facility 550003969 \n", + "96 Open Hospice 550003546 \n", + "105 Open Congregate Living Health Facility 550004194 \n", "\n", - " LICENSE_TYPE_DESC Name OSHPD_ID \\\n", - "21 Hospital Location 7 : 10 - 15 106364451 \n", - "57 Long Term Care Facility Location 17 : 10 - 15 206364036 \n", - "78 Long Term Care Facility Location 15 : 10 - 15 206361301 \n", - "72 Long Term Care Facility Location 19 : 10 - 15 206364580 \n", - "0 Hospital Location 6 : 10 - 15 106364268 \n", + " LICENSE_TYPE_DESC Name OSHPD_ID \\\n", + "78 Long Term Care Facility Location 16 : 10 - 15 206361114 \n", + "102 Long Term Care Facility Location 24 : 10 - 15 206364580 \n", + "99 Long Term Care Facility Location 15 : 10 - 15 206361004 \n", + "96 Home Health Agency/Hospice Location 2 : 10 - 15 406361298 \n", + "105 Long Term Care Facility Location 14 : 10 - 15 206360023 \n", "\n", - " TOTAL_NUMBER_BEDS \n", - "21 81.0 \n", - "57 243.0 \n", - "78 48.0 \n", - "72 6.0 \n", - "0 28.0 " + " TOTAL_NUMBER_BEDS \n", + "78 80 \n", + "102 6 \n", + "99 6 \n", + "96 \n", + "105 6 " ] }, - "execution_count": 47, + "execution_count": 49, "metadata": {}, "output_type": "execute_result" } @@ -1640,17 +1623,17 @@ } ], "source": [ - "map4a = my_gis.map('SAN BERNARDINO, CA', zoomlevel=12)\n", + "map4a = my_gis.map('SAN BERNARDINO, CA')\n", "map4a" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 51, "metadata": {}, "outputs": [], "source": [ - "map4a.add_layer(result2)" + "map4a.content.add(result2)" ] }, { @@ -1671,37 +1654,46 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 52, "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "{\"cost\": 54.0}\n" + ] + }, { "name": "stdout", "output_type": "stream", "text": [ - "Wall time: 50.6 s\n" + "CPU times: total: 422 ms\n", + "Wall time: 34.7 s\n" ] } ], "source": [ "%%time\n", "\n", - "result2b = use_proximity.create_drive_time_areas(input_layer=hospital_layer, break_values=list_of_breaks, \n", + "result2b = use_proximity.create_drive_time_areas(input_layer=hospital_layer, travel_mode='Driving Time',\n", + " break_values=list_of_breaks, \n", " time_of_day = current_time,\n", " context={'outSR': {\"wkid\": 4326}})" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(, 99 features)" + "(, 108 features)" ] }, - "execution_count": 8, + "execution_count": 53, "metadata": {}, "output_type": "execute_result" } @@ -1721,7 +1713,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 54, "metadata": {}, "outputs": [ { @@ -1766,147 +1758,154 @@ " \n", " \n", " \n", - " 98\n", - " 0\n", - " 5\n", + " 2\n", + " 0.0\n", + " 5.0\n", " 36\n", - " SAN BERNARDINO\n", - " 35 BLUE JAY LANE\n", - " REDLANDS\n", - " 92374\n", + " San Bernardino\n", + " 11234 Anderson St\n", + " Loma Linda\n", + " 92354\n", " Parent Facility\n", - " BLUE JAY MANOR, LLC\n", - " 2017-10-03\n", + " LOMA LINDA UNIVERSITY CHILDREN'S HOSPITAL\n", + " 2014-11-16\n", " Open\n", - " Congregate Living Health Facility\n", - " 550003969\n", - " Long Term Care Facility\n", - " Location 10 : 0 - 5\n", - " 206361004\n", - " 6.0\n", + " General Acute Care Hospital\n", + " 550002873\n", + " Hospital\n", + " Location 13 : 0 - 5\n", + " 106364502\n", + " 343\n", " \n", " \n", - " 77\n", - " 0\n", - " 5\n", + " 5\n", + " 0.0\n", + " 5.0\n", " 36\n", - " SAN BERNARDINO\n", - " 812 CONCORD LANE\n", - " REDLANDS\n", - " 92374\n", + " San Bernardino\n", + " 25271 BARTON RD\n", + " LOMA LINDA\n", + " 92354\n", " Parent Facility\n", - " SERENE CONGREGATE LIVING, LLC\n", - " 2018-01-18\n", + " HERITAGE GARDENS HEALTH CARE CENTER\n", + " 1966-01-11\n", " Open\n", - " Congregate Living Health Facility\n", - " 550004194\n", + " Skilled Nursing Facility\n", + " 240000146\n", " Long Term Care Facility\n", - " Location 9 : 0 - 5\n", - " 206360023\n", - " 6.0\n", + " Location 18 : 0 - 5\n", + " 206361195\n", + " 110\n", " \n", " \n", - " 20\n", - " 0\n", - " 5\n", + " 11\n", + " 0.0\n", + " 5.0\n", " 36\n", - " SAN BERNARDINO\n", - " 1710 BARTON ROAD\n", - " REDLANDS\n", - " 92373\n", + " San Bernardino\n", + " 11234 ANDERSON ST\n", + " LOMA LINDA\n", + " 92354\n", " Parent Facility\n", - " LOMA LINDA UNIVERSITY BEHAVIORAL MEDICINE CENTER\n", - " 1988-01-16\n", + " LOMA LINDA UNIVERSITY MEDICAL CENTER\n", + " 1946-01-01\n", " Open\n", - " Acute Psychiatric Hospital\n", - " 240000281\n", + " General Acute Care Hospital\n", + " 240000169\n", " Hospital\n", - " Location 5 : 0 - 5\n", - " 106364014\n", - " 89.0\n", + " Location 8 : 0 - 5\n", + " 106361246\n", + " 371\n", " \n", " \n", - " 56\n", - " 0\n", - " 5\n", + " 8\n", + " 0.0\n", + " 5.0\n", " 36\n", - " SAN BERNARDINO\n", - " 1620 WEST FERN AVENUE\n", - " REDLANDS\n", - " 92373\n", + " San Bernardino\n", + " 11375 ANDERSON ST\n", + " LOMA LINDA\n", + " 92354\n", " Parent Facility\n", - " REDLANDS HEALTHCARE CENTER\n", - " 1966-04-25\n", + " LOMA LINDA UNIVERSITY KIDNEY CENTER\n", + " 1977-12-19\n", " Open\n", - " Skilled Nursing Facility\n", - " 240000211\n", - " Long Term Care Facility\n", - " Location 16 : 0 - 5\n", - " 206361351\n", - " 78.0\n", + " Chronic Dialysis Clinic\n", + " 240000011\n", + " Clinic\n", + " Location 25 : 0 - 5\n", + " 306360016\n", + " <NA>\n", " \n", " \n", - " 74\n", - " 0\n", - " 5\n", + " 14\n", + " 0.0\n", + " 5.0\n", " 36\n", - " SAN BERNARDINO\n", - " 42 WEST HILTON AVENUE\n", - " REDLANDS\n", - " 92373\n", + " San Bernardino\n", + " 24674 Redlands Blvd\n", + " Loma Linda\n", + " 92354\n", " Parent Facility\n", - " HILTON MANOR, LLC\n", - " 2016-11-10\n", + " CARELIFE HOSPICE, INC.\n", + " 2020-07-14\n", " Open\n", - " Congregate Living Health Facility\n", - " 550003708\n", - " Long Term Care Facility\n", - " Location 19 : 0 - 5\n", - " 206364580\n", - " 6.0\n", + " Hospice\n", + " 550005664\n", + " Home Health Agency/Hospice\n", + " Location 34 : 0 - 5\n", + " 406362791\n", + " <NA>\n", " \n", " \n", "\n", "" ], "text/plain": [ - " FromBreak ToBreak COUNTY_CODE COUNTY_NAME DBA_ADDRESS1 \\\n", - "98 0 5 36 SAN BERNARDINO 35 BLUE JAY LANE \n", - "77 0 5 36 SAN BERNARDINO 812 CONCORD LANE \n", - "20 0 5 36 SAN BERNARDINO 1710 BARTON ROAD \n", - "56 0 5 36 SAN BERNARDINO 1620 WEST FERN AVENUE \n", - "74 0 5 36 SAN BERNARDINO 42 WEST HILTON AVENUE \n", + " FromBreak ToBreak COUNTY_CODE COUNTY_NAME DBA_ADDRESS1 \\\n", + "2 0.0 5.0 36 San Bernardino 11234 Anderson St \n", + "5 0.0 5.0 36 San Bernardino 25271 BARTON RD \n", + "11 0.0 5.0 36 San Bernardino 11234 ANDERSON ST \n", + "8 0.0 5.0 36 San Bernardino 11375 ANDERSON ST \n", + "14 0.0 5.0 36 San Bernardino 24674 Redlands Blvd \n", + "\n", + " DBA_CITY DBA_ZIP_CODE FACILITY_LEVEL_DESC \\\n", + "2 Loma Linda 92354 Parent Facility \n", + "5 LOMA LINDA 92354 Parent Facility \n", + "11 LOMA LINDA 92354 Parent Facility \n", + "8 LOMA LINDA 92354 Parent Facility \n", + "14 Loma Linda 92354 Parent Facility \n", "\n", - " DBA_CITY DBA_ZIP_CODE FACILITY_LEVEL_DESC \\\n", - "98 REDLANDS 92374 Parent Facility \n", - "77 REDLANDS 92374 Parent Facility \n", - "20 REDLANDS 92373 Parent Facility \n", - "56 REDLANDS 92373 Parent Facility \n", - "74 REDLANDS 92373 Parent Facility \n", + " FACILITY_NAME FACILITY_STATUS_DATE \\\n", + "2 LOMA LINDA UNIVERSITY CHILDREN'S HOSPITAL 2014-11-16 \n", + "5 HERITAGE GARDENS HEALTH CARE CENTER 1966-01-11 \n", + "11 LOMA LINDA UNIVERSITY MEDICAL CENTER 1946-01-01 \n", + "8 LOMA LINDA UNIVERSITY KIDNEY CENTER 1977-12-19 \n", + "14 CARELIFE HOSPICE, INC. 2020-07-14 \n", "\n", - " FACILITY_NAME FACILITY_STATUS_DATE \\\n", - "98 BLUE JAY MANOR, LLC 2017-10-03 \n", - "77 SERENE CONGREGATE LIVING, LLC 2018-01-18 \n", - "20 LOMA LINDA UNIVERSITY BEHAVIORAL MEDICINE CENTER 1988-01-16 \n", - "56 REDLANDS HEALTHCARE CENTER 1966-04-25 \n", - "74 HILTON MANOR, LLC 2016-11-10 \n", + " FACILITY_STATUS_DESC LICENSE_CATEGORY_DESC LICENSE_NUM \\\n", + "2 Open General Acute Care Hospital 550002873 \n", + "5 Open Skilled Nursing Facility 240000146 \n", + "11 Open General Acute Care Hospital 240000169 \n", + "8 Open Chronic Dialysis Clinic 240000011 \n", + "14 Open Hospice 550005664 \n", "\n", - " FACILITY_STATUS_DESC LICENSE_CATEGORY_DESC LICENSE_NUM \\\n", - "98 Open Congregate Living Health Facility 550003969 \n", - "77 Open Congregate Living Health Facility 550004194 \n", - "20 Open Acute Psychiatric Hospital 240000281 \n", - "56 Open Skilled Nursing Facility 240000211 \n", - "74 Open Congregate Living Health Facility 550003708 \n", + " LICENSE_TYPE_DESC Name OSHPD_ID \\\n", + "2 Hospital Location 13 : 0 - 5 106364502 \n", + "5 Long Term Care Facility Location 18 : 0 - 5 206361195 \n", + "11 Hospital Location 8 : 0 - 5 106361246 \n", + "8 Clinic Location 25 : 0 - 5 306360016 \n", + "14 Home Health Agency/Hospice Location 34 : 0 - 5 406362791 \n", "\n", - " LICENSE_TYPE_DESC Name OSHPD_ID TOTAL_NUMBER_BEDS \n", - "98 Long Term Care Facility Location 10 : 0 - 5 206361004 6.0 \n", - "77 Long Term Care Facility Location 9 : 0 - 5 206360023 6.0 \n", - "20 Hospital Location 5 : 0 - 5 106364014 89.0 \n", - "56 Long Term Care Facility Location 16 : 0 - 5 206361351 78.0 \n", - "74 Long Term Care Facility Location 19 : 0 - 5 206364580 6.0 " + " TOTAL_NUMBER_BEDS \n", + "2 343 \n", + "5 110 \n", + "11 371 \n", + "8 \n", + "14 " ] }, - "execution_count": 52, + "execution_count": 54, "metadata": {}, "output_type": "execute_result" } @@ -1919,7 +1918,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 55, "metadata": {}, "outputs": [ { @@ -1964,154 +1963,154 @@ " \n", " \n", " \n", - " 21\n", - " 10\n", - " 15\n", + " 78\n", + " 10.0\n", + " 15.0\n", " 36\n", - " SAN BERNARDINO\n", - " 1720 MOUNTAIN VIEW AVE\n", - " LOMA LINDA\n", - " 92354\n", + " San Bernardino\n", + " 700 E HIGHLAND AVE\n", + " REDLANDS\n", + " 92374\n", " Parent Facility\n", - " TOTALLY KIDS REHABILITATION HOSPITAL\n", - " 2014-06-20\n", + " HIGHLAND CARE CENTER OF REDLANDS\n", + " 1960-01-18\n", " Open\n", - " General Acute Care Hospital\n", - " 550002720\n", - " Hospital\n", - " Location 7 : 10 - 15\n", - " 106364451\n", - " 81.0\n", + " Skilled Nursing Facility\n", + " 240000114\n", + " Long Term Care Facility\n", + " Location 16 : 10 - 15\n", + " 206361114\n", + " 80\n", " \n", " \n", - " 57\n", - " 10\n", - " 15\n", + " 102\n", + " 10.0\n", + " 15.0\n", " 36\n", - " SAN BERNARDINO\n", - " 1618 LAUREL AVENUE\n", - " REDLANDS\n", + " San Bernardino\n", + " 42 W Hilton Ave\n", + " Redlands\n", " 92373\n", " Parent Facility\n", - " TERRACINA POST ACUTE\n", - " 1989-03-16\n", + " HILTON MANOR, LLC\n", + " 2016-11-10\n", " Open\n", - " Skilled Nursing Facility\n", - " 240000307\n", + " Congregate Living Health Facility\n", + " 550003708\n", " Long Term Care Facility\n", - " Location 17 : 10 - 15\n", - " 206364036\n", - " 243.0\n", + " Location 24 : 10 - 15\n", + " 206364580\n", + " 6\n", " \n", " \n", - " 78\n", - " 10\n", - " 15\n", + " 99\n", + " 10.0\n", + " 15.0\n", " 36\n", - " SAN BERNARDINO\n", - " 819 SALEM DRIVE\n", - " REDLANDS\n", - " 92373\n", + " San Bernardino\n", + " 35 Blue Jay Ln\n", + " Redlands\n", + " 92374\n", " Parent Facility\n", - " PLYMOUTH VILLAGE\n", - " 1968-03-24\n", + " BLUE JAY MANOR, LLC\n", + " 2017-10-03\n", " Open\n", - " Skilled Nursing Facility\n", - " 240000189\n", + " Congregate Living Health Facility\n", + " 550003969\n", " Long Term Care Facility\n", " Location 15 : 10 - 15\n", - " 206361301\n", - " 48.0\n", + " 206361004\n", + " 6\n", " \n", " \n", - " 72\n", - " 10\n", - " 15\n", + " 96\n", + " 10.0\n", + " 15.0\n", " 36\n", - " SAN BERNARDINO\n", - " 42 WEST HILTON AVENUE\n", - " REDLANDS\n", - " 92373\n", + " San Bernardino\n", + " 301 9th St\n", + " Redlands\n", + " 92374\n", " Parent Facility\n", - " HILTON MANOR, LLC\n", - " 2016-11-10\n", + " WINGS OF HOPE HOSPICE, INC\n", + " 2017-01-01\n", " Open\n", - " Congregate Living Health Facility\n", - " 550003708\n", - " Long Term Care Facility\n", - " Location 19 : 10 - 15\n", - " 206364580\n", - " 6.0\n", + " Hospice\n", + " 550003546\n", + " Home Health Agency/Hospice\n", + " Location 2 : 10 - 15\n", + " 406361298\n", + " <NA>\n", " \n", " \n", - " 0\n", - " 10\n", - " 15\n", + " 105\n", + " 10.0\n", + " 15.0\n", " 36\n", - " SAN BERNARDINO\n", - " 26780 BARTON ROAD\n", - " REDLANDS\n", - " 92373\n", - " Consolidated Facility\n", - " LOMA LINDA UNIVERSITY SURGICAL HOSPITAL\n", - " 2009-01-02\n", + " San Bernardino\n", + " 812 Concord Ln\n", + " Redlands\n", + " 92374\n", + " Parent Facility\n", + " SERENE CONGREGATE LIVING, LLC\n", + " 2018-01-18\n", " Open\n", - " General Acute Care Hospital\n", - " 240000169\n", - " Hospital\n", - " Location 6 : 10 - 15\n", - " 106364268\n", - " 28.0\n", + " Congregate Living Health Facility\n", + " 550004194\n", + " Long Term Care Facility\n", + " Location 14 : 10 - 15\n", + " 206360023\n", + " 6\n", " \n", " \n", "\n", "" ], "text/plain": [ - " FromBreak ToBreak COUNTY_CODE COUNTY_NAME DBA_ADDRESS1 \\\n", - "21 10 15 36 SAN BERNARDINO 1720 MOUNTAIN VIEW AVE \n", - "57 10 15 36 SAN BERNARDINO 1618 LAUREL AVENUE \n", - "78 10 15 36 SAN BERNARDINO 819 SALEM DRIVE \n", - "72 10 15 36 SAN BERNARDINO 42 WEST HILTON AVENUE \n", - "0 10 15 36 SAN BERNARDINO 26780 BARTON ROAD \n", + " FromBreak ToBreak COUNTY_CODE COUNTY_NAME DBA_ADDRESS1 \\\n", + "78 10.0 15.0 36 San Bernardino 700 E HIGHLAND AVE \n", + "102 10.0 15.0 36 San Bernardino 42 W Hilton Ave \n", + "99 10.0 15.0 36 San Bernardino 35 Blue Jay Ln \n", + "96 10.0 15.0 36 San Bernardino 301 9th St \n", + "105 10.0 15.0 36 San Bernardino 812 Concord Ln \n", "\n", - " DBA_CITY DBA_ZIP_CODE FACILITY_LEVEL_DESC \\\n", - "21 LOMA LINDA 92354 Parent Facility \n", - "57 REDLANDS 92373 Parent Facility \n", - "78 REDLANDS 92373 Parent Facility \n", - "72 REDLANDS 92373 Parent Facility \n", - "0 REDLANDS 92373 Consolidated Facility \n", + " DBA_CITY DBA_ZIP_CODE FACILITY_LEVEL_DESC \\\n", + "78 REDLANDS 92374 Parent Facility \n", + "102 Redlands 92373 Parent Facility \n", + "99 Redlands 92374 Parent Facility \n", + "96 Redlands 92374 Parent Facility \n", + "105 Redlands 92374 Parent Facility \n", "\n", - " FACILITY_NAME FACILITY_STATUS_DATE \\\n", - "21 TOTALLY KIDS REHABILITATION HOSPITAL 2014-06-20 \n", - "57 TERRACINA POST ACUTE 1989-03-16 \n", - "78 PLYMOUTH VILLAGE 1968-03-24 \n", - "72 HILTON MANOR, LLC 2016-11-10 \n", - "0 LOMA LINDA UNIVERSITY SURGICAL HOSPITAL 2009-01-02 \n", + " FACILITY_NAME FACILITY_STATUS_DATE \\\n", + "78 HIGHLAND CARE CENTER OF REDLANDS 1960-01-18 \n", + "102 HILTON MANOR, LLC 2016-11-10 \n", + "99 BLUE JAY MANOR, LLC 2017-10-03 \n", + "96 WINGS OF HOPE HOSPICE, INC 2017-01-01 \n", + "105 SERENE CONGREGATE LIVING, LLC 2018-01-18 \n", "\n", - " FACILITY_STATUS_DESC LICENSE_CATEGORY_DESC LICENSE_NUM \\\n", - "21 Open General Acute Care Hospital 550002720 \n", - "57 Open Skilled Nursing Facility 240000307 \n", - "78 Open Skilled Nursing Facility 240000189 \n", - "72 Open Congregate Living Health Facility 550003708 \n", - "0 Open General Acute Care Hospital 240000169 \n", + " FACILITY_STATUS_DESC LICENSE_CATEGORY_DESC LICENSE_NUM \\\n", + "78 Open Skilled Nursing Facility 240000114 \n", + "102 Open Congregate Living Health Facility 550003708 \n", + "99 Open Congregate Living Health Facility 550003969 \n", + "96 Open Hospice 550003546 \n", + "105 Open Congregate Living Health Facility 550004194 \n", "\n", - " LICENSE_TYPE_DESC Name OSHPD_ID \\\n", - "21 Hospital Location 7 : 10 - 15 106364451 \n", - "57 Long Term Care Facility Location 17 : 10 - 15 206364036 \n", - "78 Long Term Care Facility Location 15 : 10 - 15 206361301 \n", - "72 Long Term Care Facility Location 19 : 10 - 15 206364580 \n", - "0 Hospital Location 6 : 10 - 15 106364268 \n", + " LICENSE_TYPE_DESC Name OSHPD_ID \\\n", + "78 Long Term Care Facility Location 16 : 10 - 15 206361114 \n", + "102 Long Term Care Facility Location 24 : 10 - 15 206364580 \n", + "99 Long Term Care Facility Location 15 : 10 - 15 206361004 \n", + "96 Home Health Agency/Hospice Location 2 : 10 - 15 406361298 \n", + "105 Long Term Care Facility Location 14 : 10 - 15 206360023 \n", "\n", - " TOTAL_NUMBER_BEDS \n", - "21 81.0 \n", - "57 243.0 \n", - "78 48.0 \n", - "72 6.0 \n", - "0 28.0 " + " TOTAL_NUMBER_BEDS \n", + "78 80 \n", + "102 6 \n", + "99 6 \n", + "96 \n", + "105 6 " ] }, - "execution_count": 53, + "execution_count": 55, "metadata": {}, "output_type": "execute_result" } @@ -2153,7 +2152,7 @@ } ], "source": [ - "map4 = my_gis.map('SAN BERNARDINO, CA', zoomlevel=12)\n", + "map4 = my_gis.map('SAN BERNARDINO, CA')\n", "map4" ] }, @@ -2166,44 +2165,30 @@ }, { "cell_type": "code", - "execution_count": 50, - "metadata": {}, - "outputs": [], - "source": [ - "colors = {5: [0, 128, 0, 90], \n", - " 10: [255, 255, 0, 90], \n", - " 15: [255, 0, 0, 90]}\n", - "\n", - "fill_symbol = {\"type\": \"esriSFS\",\"style\": \"esriSFSSolid\",\n", - " \"color\": [115,76,0,255],\n", - " \"outline\":{\"color\":[0,0,128,255],\"width\":0.25,\"type\":\"esriSLS\",\"style\":\"esriSLSSolid\"}}\n", - "\n", - "hospital_symbol = {\"type\":\"esriPMS\",\n", - " \"url\":\"http://static.arcgis.com/images/Symbols/SafetyHealth/Hospital.png\",\n", - " \"contentType\": \"image/png\", \"width\":20, \"height\":20}" - ] - }, - { - "cell_type": "code", - "execution_count": 51, + "execution_count": 59, "metadata": {}, "outputs": [], "source": [ "service_area_fset = result2b.query()\n", "for f in service_area_fset.features:\n", - " #set color based on drive time\n", - " fill_symbol['color'] = colors[f.attributes['ToBreak']]\n", + "\n", + " #set colors based on drive time\n", + " color = colors[f.attributes['ToBreak']]\n", + "\n", + " fill_symbol = SimpleFillSymbolEsriSFS(**{\"type\": \"esriSFS\",\"style\": \"esriSFSSolid\",\n", + " \"color\": color,\n", + " \"outline\":outline})\n", " \n", " #set popup\n", - " popup={\"title\": \"Service area\", \n", - " \"content\": \"{} minutes\".format(f.attributes['ToBreak'])}\n", + " popup=PopupInfo(**{\"title\": \"Service area\", \n", + " \"content\": \"{} minutes\".format(f.attributes['ToBreak'])})\n", " \n", " #draw service area\n", - " map4.draw(f.geometry, symbol=fill_symbol, popup=popup, \n", + " map4.content.draw(f.geometry, symbol=fill_symbol, popup=popup, \n", " attributes={\"title\": service_area.attributes['Name']})\n", "\n", "# draw hospitals\n", - "map4.draw(facilities, symbol=hospital_symbol)" + "map4.content.draw(facilities, symbol=hospital_symbol)" ] }, { @@ -2215,36 +2200,34 @@ }, { "cell_type": "code", - "execution_count": 55, - "metadata": { - "scrolled": true - }, + "execution_count": 60, + "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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\n", - " Hospital Service Areas of San Bernadino County (3)\n", + " Hospital Service Areas of San Bernadino County (3)\n", " \n", - "
Hospital Service Areas of San Bernadino CountyWeb Map by portaladmin\n", - "
Last Modified: September 23, 2019\n", + "
Hospital Service Areas of San Bernadino County
Web Map by arcgis_python\n", + "
Last Modified: September 24, 2025\n", "
0 comments, 0 views\n", "
\n", "
\n", " " ], "text/plain": [ - "" + "" ] }, - "execution_count": 55, + "execution_count": 60, "metadata": {}, "output_type": "execute_result" } @@ -2281,10 +2264,17 @@ "\n", "[1] Andy Mitchell, \"The ESRI Guide to GIS Analysis, Volume 1: Geographic patterns & relationships\", Esri Press, August 1999\n", "\n", - "[2] \"Generate Service Areas\", http://desktop.arcgis.com/en/arcmap/10.3/tools/network-analyst-toolbox/generate-service-areas.htm, accessed on 09/16/2019\n", + "[2] \"Generate Service Areas\", https://pro.arcgis.com/en/pro-app/latest/tool-reference/ready-to-use/itemdesc-generate-service-areas.htm, accessed on 09/24/2025\n", "\n", - "[3] \"Make Service Area Layer\", http://desktop.arcgis.com/en/arcmap/10.3/tools/network-analyst-toolbox/make-service-area-layer.htm, accessed on 09/16/2019" + "[3] \"Make Service Area Layer\", https://pro.arcgis.com/en/pro-app/latest/tool-reference/network-analyst/make-service-area-analysis-layer.htm, accessed on 09/24/2025" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -2303,7 +2293,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.11" + "version": "3.12.11" }, "toc": { "base_numbering": 1, @@ -2349,5 +2339,5 @@ } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 }