Repository: usds/justice40-tool (language: python)

Issue:
All Island territories (except Puerto Rico) are showing high school degree non-attainment twice
High school degree non-attainment should only be shown in the map side panel once for Guam, Samoa MP and USVI.

Remove the one above the and section for these island territories.


Discussion / hints:

Fix patch:
diff --git a/INSTALLATION.md b/INSTALLATION.md
index b20101f7a..4e1279e58 100644
--- a/INSTALLATION.md
+++ b/INSTALLATION.md
@@ -72,7 +72,9 @@ While any IDE can be used, we're outlining how to set up VS Code
 
 ### Recommended VS Code Extensions
 
+<!-- markdown-link-check-disable -->
 1. [Browser Preview](https://github.com/auchenberg/vscode-browser-preview)
+<!-- markdown-link-check-enable -->
 2. [Live Server](https://github.com/ritwickdey/vscode-live-server)
 3. [Live Share](https://github.com/MicrosoftDocs/live-share)
 4. [Live Share Audio](https://github.com/MicrosoftDocs/live-share)
diff --git a/client/src/components/AreaDetail/AreaDetail.tsx b/client/src/components/AreaDetail/AreaDetail.tsx
index 80766f955..99d0db5cc 100644
--- a/client/src/components/AreaDetail/AreaDetail.tsx
+++ b/client/src/components/AreaDetail/AreaDetail.tsx
@@ -234,9 +234,8 @@ const AreaDetail = ({properties, hash, isCensusLayerSelected}: IAreaDetailProps)
     }
     if (indicatorName === 'highSchool') {
       return properties.hasOwnProperty(constants
-          .IS_LOW_HS_EDUCATION_LOW_HIGHER_ED_PRIORITIZED) &&
-        properties[constants.IS_LOW_HS_EDUCATION_LOW_HIGHER_ED_PRIORITIZED] == 1 ?
-        true : false;
+          .IS_LOW_HS_EDUCATION_LOW_HIGHER_ED_PRIORITIZED) ?
+        properties[constants.IS_LOW_HS_EDUCATION_LOW_HIGHER_ED_PRIORITIZED] : null;
     }
   };
 
@@ -592,96 +591,96 @@ const AreaDetail = ({properties, hash, isCensusLayerSelected}: IAreaDetailProps)
       titleText: intl.formatMessage(EXPLORE_COPY.SIDE_PANEL_CATEGORY.CLIMATE),
       indicators: [expAgLoss, expBldLoss, expPopLoss, flooding, wildfire],
       socioEcIndicators: [lowInc],
-      isDisadvagtaged: properties[constants.IS_CLIMATE_FACTOR_DISADVANTAGED_M] ?
-        properties[constants.IS_CLIMATE_FACTOR_DISADVANTAGED_M] : null,
-      isExceed1MoreBurden: properties[constants.IS_CLIMATE_EXCEED_ONE_OR_MORE_INDICATORS_M] ?
-        properties[constants.IS_CLIMATE_EXCEED_ONE_OR_MORE_INDICATORS_M] : null,
-      isExceedBothSocioBurdens: properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS_M] ?
-        properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS_M] : null,
+      isDisadvagtaged: properties[constants.IS_CLIMATE_FACTOR_DISADVANTAGED] ?
+        properties[constants.IS_CLIMATE_FACTOR_DISADVANTAGED] : null,
+      isExceed1MoreBurden: properties[constants.IS_CLIMATE_EXCEED_ONE_OR_MORE_INDICATORS] ?
+        properties[constants.IS_CLIMATE_EXCEED_ONE_OR_MORE_INDICATORS] : null,
+      isExceedBothSocioBurdens: properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS] ?
+        properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS] : null,
     },
     {
       id: 'clean-energy',
       titleText: intl.formatMessage(EXPLORE_COPY.SIDE_PANEL_CATEGORY.CLEAN_ENERGY),
       indicators: [energyBurden, pm25],
       socioEcIndicators: [lowInc],
-      isDisadvagtaged: properties[constants.IS_ENERGY_FACTOR_DISADVANTAGED_M] ?
-        properties[constants.IS_ENERGY_FACTOR_DISADVANTAGED_M] : null,
-      isExceed1MoreBurden: properties[constants.IS_ENERGY_EXCEED_ONE_OR_MORE_INDICATORS_M] ?
-        properties[constants.IS_ENERGY_EXCEED_ONE_OR_MORE_INDICATORS_M] : null,
-      isExceedBothSocioBurdens: properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS_M] ?
-        properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS_M] : null,
+      isDisadvagtaged: properties[constants.IS_ENERGY_FACTOR_DISADVANTAGED] ?
+        properties[constants.IS_ENERGY_FACTOR_DISADVANTAGED] : null,
+      isExceed1MoreBurden: properties[constants.IS_ENERGY_EXCEED_ONE_OR_MORE_INDICATORS] ?
+        properties[constants.IS_ENERGY_EXCEED_ONE_OR_MORE_INDICATORS] : null,
+      isExceedBothSocioBurdens: properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS] ?
+        properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS] : null,
     },
     {
       id: 'clean-transport',
       titleText: intl.formatMessage(EXPLORE_COPY.SIDE_PANEL_CATEGORY.CLEAN_TRANSPORT),
       indicators: [dieselPartMatter, barrierTransport, trafficVolume],
       socioEcIndicators: [lowInc],
-      isDisadvagtaged: properties[constants.IS_TRANSPORT_FACTOR_DISADVANTAGED_M] ?
-        properties[constants.IS_TRANSPORT_FACTOR_DISADVANTAGED_M] : null,
-      isExceed1MoreBurden: properties[constants.IS_TRANSPORT_EXCEED_ONE_OR_MORE_INDICATORS_M] ?
-        properties[constants.IS_TRANSPORT_EXCEED_ONE_OR_MORE_INDICATORS_M] : null,
-      isExceedBothSocioBurdens: properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS_M] ?
-        properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS_M] : null,
+      isDisadvagtaged: properties[constants.IS_TRANSPORT_FACTOR_DISADVANTAGED] ?
+        properties[constants.IS_TRANSPORT_FACTOR_DISADVANTAGED] : null,
+      isExceed1MoreBurden: properties[constants.IS_TRANSPORT_EXCEED_ONE_OR_MORE_INDICATORS] ?
+        properties[constants.IS_TRANSPORT_EXCEED_ONE_OR_MORE_INDICATORS] : null,
+      isExceedBothSocioBurdens: properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS] ?
+        properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS] : null,
     },
     {
       id: 'sustain-house',
       titleText: intl.formatMessage(EXPLORE_COPY.SIDE_PANEL_CATEGORY.SUSTAIN_HOUSE),
       indicators: [historicUnderinvest, houseBurden, lackGreenSpace, lackPlumbing, leadPaint],
       socioEcIndicators: [lowInc],
-      isDisadvagtaged: properties[constants.IS_HOUSING_FACTOR_DISADVANTAGED_M] ?
-        properties[constants.IS_HOUSING_FACTOR_DISADVANTAGED_M] : null,
-      isExceed1MoreBurden: properties[constants.IS_HOUSING_EXCEED_ONE_OR_MORE_INDICATORS_M] ?
-        properties[constants.IS_HOUSING_EXCEED_ONE_OR_MORE_INDICATORS_M] : null,
-      isExceedBothSocioBurdens: properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS_M] ?
-        properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS_M] : null,
+      isDisadvagtaged: properties[constants.IS_HOUSING_FACTOR_DISADVANTAGED] ?
+        properties[constants.IS_HOUSING_FACTOR_DISADVANTAGED] : null,
+      isExceed1MoreBurden: properties[constants.IS_HOUSING_EXCEED_ONE_OR_MORE_INDICATORS] ?
+        properties[constants.IS_HOUSING_EXCEED_ONE_OR_MORE_INDICATORS] : null,
+      isExceedBothSocioBurdens: properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS] ?
+        properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS] : null,
     },
     {
       id: 'leg-pollute',
       titleText: intl.formatMessage(EXPLORE_COPY.SIDE_PANEL_CATEGORY.LEG_POLLUTE),
       indicators: [abandonMines, formerDefSites, proxHaz, proxNPL, proxRMP],
       socioEcIndicators: [lowInc],
-      isDisadvagtaged: properties[constants.IS_POLLUTION_FACTOR_DISADVANTAGED_M] ?
-        properties[constants.IS_POLLUTION_FACTOR_DISADVANTAGED_M] : null,
-      isExceed1MoreBurden: properties[constants.IS_POLLUTION_EXCEED_ONE_OR_MORE_INDICATORS_M] ?
-        properties[constants.IS_POLLUTION_EXCEED_ONE_OR_MORE_INDICATORS_M] : null,
-      isExceedBothSocioBurdens: properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS_M] ?
-        properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS_M] : null,
+      isDisadvagtaged: properties[constants.IS_POLLUTION_FACTOR_DISADVANTAGED] ?
+        properties[constants.IS_POLLUTION_FACTOR_DISADVANTAGED] : null,
+      isExceed1MoreBurden: properties[constants.IS_POLLUTION_EXCEED_ONE_OR_MORE_INDICATORS] ?
+        properties[constants.IS_POLLUTION_EXCEED_ONE_OR_MORE_INDICATORS] : null,
+      isExceedBothSocioBurdens: properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS] ?
+        properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS] : null,
     },
     {
       id: 'clean-water',
       titleText: intl.formatMessage(EXPLORE_COPY.SIDE_PANEL_CATEGORY.CLEAN_WATER),
       indicators: [leakyTanks, wasteWater],
       socioEcIndicators: [lowInc],
-      isDisadvagtaged: properties[constants.IS_WATER_FACTOR_DISADVANTAGED_M] ?
-        properties[constants.IS_WATER_FACTOR_DISADVANTAGED_M] : null,
-      isExceed1MoreBurden: properties[constants.IS_WATER_EXCEED_ONE_OR_MORE_INDICATORS_M] ?
-        properties[constants.IS_WATER_EXCEED_ONE_OR_MORE_INDICATORS_M] : null,
-      isExceedBothSocioBurdens: properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS_M] ?
-        properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS_M] : null,
+      isDisadvagtaged: properties[constants.IS_WATER_FACTOR_DISADVANTAGED] ?
+        properties[constants.IS_WATER_FACTOR_DISADVANTAGED] : null,
+      isExceed1MoreBurden: properties[constants.IS_WATER_EXCEED_ONE_OR_MORE_INDICATORS] ?
+        properties[constants.IS_WATER_EXCEED_ONE_OR_MORE_INDICATORS] : null,
+      isExceedBothSocioBurdens: properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS] ?
+        properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS] : null,
     },
     {
       id: 'health-burdens',
       titleText: intl.formatMessage(EXPLORE_COPY.SIDE_PANEL_CATEGORY.HEALTH_BURDEN),
       indicators: [asthma, diabetes, heartDisease, lifeExpect],
       socioEcIndicators: [lowInc],
-      isDisadvagtaged: properties[constants.IS_HEALTH_FACTOR_DISADVANTAGED_M] ?
-        properties[constants.IS_HEALTH_FACTOR_DISADVANTAGED_M] : null,
-      isExceed1MoreBurden: properties[constants.IS_HEALTH_EXCEED_ONE_OR_MORE_INDICATORS_M] ?
-        properties[constants.IS_HEALTH_EXCEED_ONE_OR_MORE_INDICATORS_M] : null,
-      isExceedBothSocioBurdens: properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS_M] ?
-        properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS_M] : null,
+      isDisadvagtaged: properties[constants.IS_HEALTH_FACTOR_DISADVANTAGED] ?
+        properties[constants.IS_HEALTH_FACTOR_DISADVANTAGED] : null,
+      isExceed1MoreBurden: properties[constants.IS_HEALTH_EXCEED_ONE_OR_MORE_INDICATORS] ?
+        properties[constants.IS_HEALTH_EXCEED_ONE_OR_MORE_INDICATORS] : null,
+      isExceedBothSocioBurdens: properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS] ?
+        properties[constants.IS_EXCEED_BOTH_SOCIO_INDICATORS] : null,
     },
     {
       id: 'work-dev',
       titleText: intl.formatMessage(EXPLORE_COPY.SIDE_PANEL_CATEGORY.WORK_DEV),
       indicators: [lingIso, lowMedInc, unemploy, poverty],
       socioEcIndicators: [highSchool],
-      isDisadvagtaged: properties[constants.IS_WORKFORCE_FACTOR_DISADVANTAGED_M] ?
-        properties[constants.IS_WORKFORCE_FACTOR_DISADVANTAGED_M] : null,
-      isExceed1MoreBurden: properties[constants.IS_WORKFORCE_EXCEED_ONE_OR_MORE_INDICATORS_M] ?
-        properties[constants.IS_WORKFORCE_EXCEED_ONE_OR_MORE_INDICATORS_M] : null,
-      isExceedBothSocioBurdens: properties[constants.IS_WORKFORCE_EXCEED_BOTH_SOCIO_INDICATORS_M] ?
-        properties[constants.IS_WORKFORCE_EXCEED_BOTH_SOCIO_INDICATORS_M] : null,
+      isDisadvagtaged: properties[constants.IS_WORKFORCE_FACTOR_DISADVANTAGED] ?
+        properties[constants.IS_WORKFORCE_FACTOR_DISADVANTAGED] : null,
+      isExceed1MoreBurden: properties[constants.IS_WORKFORCE_EXCEED_ONE_OR_MORE_INDICATORS] ?
+        properties[constants.IS_WORKFORCE_EXCEED_ONE_OR_MORE_INDICATORS] : null,
+      isExceedBothSocioBurdens: properties[constants.IS_WORKFORCE_EXCEED_BOTH_SOCIO_INDICATORS] ?
+        properties[constants.IS_WORKFORCE_EXCEED_BOTH_SOCIO_INDICATORS] : null,
     },
     {
       id: 'test',
@@ -719,7 +718,7 @@ const AreaDetail = ({properties, hash, isCensusLayerSelected}: IAreaDetailProps)
     // For Island Areas - only show workforce dev category
     categories = categories.filter((category) => category.id === 'work-dev');
     // For Island Areas - remove the linguistic Isolation
-    categories[0].indicators = [lowMedInc, unemploy, poverty, highSchool];
+    categories[0].indicators = [lowMedInc, unemploy, poverty];
   }
 
 
diff --git a/client/src/data/constants.tsx b/client/src/data/constants.tsx
index 6d97a890a..42728f4b4 100644
--- a/client/src/data/constants.tsx
+++ b/client/src/data/constants.tsx
@@ -73,8 +73,8 @@ export const SIDE_PANEL_STATE_VALUES = {
 };
 
 // Climate category
-export const IS_CLIMATE_FACTOR_DISADVANTAGED_M = 'N_CLT';
-export const IS_CLIMATE_EXCEED_ONE_OR_MORE_INDICATORS_M = 'N_CLT_EOMI';
+export const IS_CLIMATE_FACTOR_DISADVANTAGED = 'N_CLT';
+export const IS_CLIMATE_EXCEED_ONE_OR_MORE_INDICATORS = 'N_CLT_EOMI';
 
 export const EXP_AGRICULTURE_LOSS_PERCENTILE = 'EALR_PFS';
 export const IS_EXCEEDS_THRESH_FOR_EXP_AGR_LOSS = 'EAL_ET';
@@ -91,7 +91,7 @@ export const IS_EXCEEDS_THRESH_FLOODING = 'FLD_ET';
 export const WILDFIRE_PERCENTILE = 'WF_PFS';
 export const IS_EXCEEDS_THRESH_WILDFIRE = 'WF_ET';
 
-export const IS_EXCEED_BOTH_SOCIO_INDICATORS_M = 'N_EBSI';
+export const IS_EXCEED_BOTH_SOCIO_INDICATORS = 'N_EBSI';
 
 export const POVERTY_BELOW_200_PERCENTILE = 'P200_I_PFS';
 export const IS_FEDERAL_POVERTY_LEVEL_200 = 'FPL200S';
@@ -103,8 +103,8 @@ export const NON_HIGHER_ED_PERCENTILE = 'NCA';
 
 
 // Energy category
-export const IS_ENERGY_FACTOR_DISADVANTAGED_M = 'N_ENY';
-export const IS_ENERGY_EXCEED_ONE_OR_MORE_INDICATORS_M = 'N_ENY_EOMI';
+export const IS_ENERGY_FACTOR_DISADVANTAGED = 'N_ENY';
+export const IS_ENERGY_EXCEED_ONE_OR_MORE_INDICATORS = 'N_ENY_EOMI';
 
 export const ENERGY_PERCENTILE = 'EBF_PFS';
 export const IS_EXCEEDS_THRESH_FOR_ENERGY_BURDEN = 'EB_ET';
@@ -114,8 +114,8 @@ export const IS_EXCEEDS_THRESH_FOR_PM25 = 'PM25_ET';
 
 
 // Transport category
-export const IS_TRANSPORT_FACTOR_DISADVANTAGED_M = 'N_TRN';
-export const IS_TRANSPORT_EXCEED_ONE_OR_MORE_INDICATORS_M = 'N_TRN_EOMI';
+export const IS_TRANSPORT_FACTOR_DISADVANTAGED = 'N_TRN';
+export const IS_TRANSPORT_EXCEED_ONE_OR_MORE_INDICATORS = 'N_TRN_EOMI';
 
 export const DIESEL_MATTER_PERCENTILE = 'DSF_PFS';
 export const IS_EXCEEDS_THRESH_FOR_DIESEL_PM = 'DS_ET';
@@ -128,8 +128,8 @@ export const IS_EXCEEDS_THRESH_FOR_TRAFFIC_PROX = 'TP_ET';
 
 
 // Housing category
-export const IS_HOUSING_FACTOR_DISADVANTAGED_M = 'N_HSG';
-export const IS_HOUSING_EXCEED_ONE_OR_MORE_INDICATORS_M = 'N_HSG_EOMI';
+export const IS_HOUSING_FACTOR_DISADVANTAGED = 'N_HSG';
+export const IS_HOUSING_EXCEED_ONE_OR_MORE_INDICATORS = 'N_HSG_EOMI';
 
 export const HISTORIC_UNDERINVESTMENT_EXCEED_THRESH = 'HRS_ET';
 export const HISTORIC_UNDERINVESTMENT_RAW_YES = 1;
@@ -150,8 +150,8 @@ export const IS_EXCEEDS_THRESH_FOR_LEAD_PAINT_AND_MEDIAN_HOME_VAL = 'LPP_ET';
 
 
 // Pollution category
-export const IS_POLLUTION_FACTOR_DISADVANTAGED_M = 'N_PLN';
-export const IS_POLLUTION_EXCEED_ONE_OR_MORE_INDICATORS_M = 'N_PLN_EOMI';
+export const IS_POLLUTION_FACTOR_DISADVANTAGED = 'N_PLN';
+export const IS_POLLUTION_EXCEED_ONE_OR_MORE_INDICATORS = 'N_PLN_EOMI';
 
 export const ABANDON_LAND_MINES_RAW_VALUE = 'AML_RAW';
 export const AML_RAW_YES = 1;
@@ -173,8 +173,8 @@ export const IS_EXCEEDS_THRESH_FOR_RMP = 'RMP_ET';
 
 
 // Water category
-export const IS_WATER_FACTOR_DISADVANTAGED_M = 'N_WTR';
-export const IS_WATER_EXCEED_ONE_OR_MORE_INDICATORS_M = 'N_WTR_EOMI';
+export const IS_WATER_FACTOR_DISADVANTAGED = 'N_WTR';
+export const IS_WATER_EXCEED_ONE_OR_MORE_INDICATORS = 'N_WTR_EOMI';
 
 export const LEAKY_UNDER_PERCENTILE = 'UST_PFS';
 export const IS_EXCEEDS_THRESH_LEAKY_UNDER = 'UST_ET';
@@ -185,8 +185,8 @@ export const IS_EXCEEDS_THRESH_FOR_WASTEWATER = 'WD_ET';
 
 
 // Health category
-export const IS_HEALTH_FACTOR_DISADVANTAGED_M = 'N_HLTH';
-export const IS_HEALTH_EXCEED_ONE_OR_MORE_INDICATORS_M = 'N_HLTH_EOMI';
+export const IS_HEALTH_FACTOR_DISADVANTAGED = 'N_HLTH';
+export const IS_HEALTH_EXCEED_ONE_OR_MORE_INDICATORS = 'N_HLTH_EOMI';
 
 export const ASTHMA_PERCENTILE = 'AF_PFS';
 export const IS_EXCEEDS_THRESH_FOR_ASTHMA = 'A_ET';
@@ -202,8 +202,8 @@ export const IS_EXCEEDS_THRESH_FOR_LOW_LIFE_EXP = 'LLE_ET';
 
 
 // Workforce category
-export const IS_WORKFORCE_FACTOR_DISADVANTAGED_M = 'N_WKFC';
-export const IS_WORKFORCE_EXCEED_ONE_OR_MORE_INDICATORS_M = 'N_WKFC_EOMI';
+export const IS_WORKFORCE_FACTOR_DISADVANTAGED = 'N_WKFC';
+export const IS_WORKFORCE_EXCEED_ONE_OR_MORE_INDICATORS = 'N_WKFC_EOMI';
 
 export const LINGUISTIC_ISOLATION_PROPERTY_PERCENTILE = 'LIF_PFS';
 export const IS_EXCEEDS_THRESH_FOR_LINGUISITIC_ISO = 'LISO_ET';
@@ -223,7 +223,7 @@ export const IS_EXCEEDS_THRESH_FOR_BELOW_100_POVERTY = 'POV_ET';
 export const ISLAND_AREAS_POVERTY_LOW_HS_EDU_PERCENTILE_FIELD= 'IAPLHSE_PFS';
 export const IS_EXCEEDS_THRESH_FOR_ISLAND_AREA_BELOW_100_POVERTY = 'IA_POV_ET';
 
-export const IS_WORKFORCE_EXCEED_BOTH_SOCIO_INDICATORS_M = 'N_WKFC_EBSI';
+export const IS_WORKFORCE_EXCEED_BOTH_SOCIO_INDICATORS = 'N_WKFC_EBSI';
 
 export const HIGH_SCHOOL_PROPERTY_PERCENTILE = `HSEF`;
 export const IS_LOW_HS_EDUCATION_LOW_HIGHER_ED_PRIORITIZED = 'LHE';
diff --git a/client/src/data/copy/404.tsx b/client/src/data/copy/404.tsx
index cb7265bfe..5c9639406 100644
--- a/client/src/data/copy/404.tsx
+++ b/client/src/data/copy/404.tsx
@@ -26,10 +26,12 @@ export const ERROR_MSG =
 <FormattedMessage
   id={'pageNotFound.apology.text'}
   defaultMessage={`
-    Sorry, the page you were looking for was not found. Click <link1>home</link1> to go home.
-    `}
+    Sorry, the page you are looking for is not found. <link1>Explore the map</link1> or learn 
+    more <link2>about</link2> the tool.
+  `}
   description={'main error message'}
   values={{
-    link1: linkFn(PAGES_ENDPOINTS.METHODOLOGY, true, false),
+    link1: linkFn(PAGES_ENDPOINTS.EXPLORE, true, false),
+    link2: linkFn(PAGES_ENDPOINTS.ABOUT, true, false),
   }}
 />;
diff --git a/client/src/intl/en.json b/client/src/intl/en.json
index 408563d9c..e5134ed5d 100644
--- a/client/src/intl/en.json
+++ b/client/src/intl/en.json
@@ -1524,7 +1524,7 @@
     "description": "page not found guidance text"
   },
   "pageNotFound.apology.text": {
-    "defaultMessage": "Sorry, the page you were looking for was not found. Click <link1>home</link1> to go home.",
+    "defaultMessage": "Sorry, the page you are looking for is not found. <link1>Explore the map</link1> or learn more <link2>about</link2> the tool.",
     "description": "main error message"
   },
   "pageNotFound.heading.text": {


Test patch:
diff --git a/client/src/components/AreaDetail/tests/__snapshots__/areaDetail.test.tsx.snap b/client/src/components/AreaDetail/tests/__snapshots__/areaDetail.test.tsx.snap
index c67d20347..bf25cf635 100644
--- a/client/src/components/AreaDetail/tests/__snapshots__/areaDetail.test.tsx.snap
+++ b/client/src/components/AreaDetail/tests/__snapshots__/areaDetail.test.tsx.snap
@@ -395,37 +395,6 @@ exports[`rendering of the Islan areas in AreaDetail checks if indicators for ISL
             </div>
           </div>
         </li>
-        <li
-          data-cy="indicatorBox"
-          data-testid="indicator-box"
-        >
-          <div>
-            <div>
-              High school degree non-attainment
-              <div>
-                
-      Percent of people ages 25 years or older whose education level is less than a high school diploma 
-    
-              </div>
-            </div>
-            <div>
-              <div>
-                <div />
-                <div>
-                  <img
-                    alt="an icon to represent data is unavailable"
-                    src="test-file-stub"
-                  />
-                </div>
-              </div>
-              <div>
-                <div>
-                  missing data
-                </div>
-              </div>
-            </div>
-          </div>
-        </li>
         <div>
           AND
         </div>