diff --git a/x-pack/plugins/ml/common/util/job_utils.ts b/x-pack/plugins/ml/common/util/job_utils.ts
index 39aee735d4ba2..d20ad4a368948 100644
--- a/x-pack/plugins/ml/common/util/job_utils.ts
+++ b/x-pack/plugins/ml/common/util/job_utils.ts
@@ -78,6 +78,18 @@ export function isTimeSeriesViewDetector(job: CombinedJob, detectorIndex: number
   );
 }
 
+// Returns a flag to indicate whether the specified job is suitable for embedded map viewing.
+export function isMappableJob(job: CombinedJob, detectorIndex: number): boolean {
+  let isMappable = false;
+  const { detectors } = job.analysis_config;
+  if (detectorIndex >= 0 && detectorIndex < detectors.length) {
+    const dtr = detectors[detectorIndex];
+    const functionName = dtr.function;
+    isMappable = functionName === ML_JOB_AGGREGATION.LAT_LONG;
+  }
+  return isMappable;
+}
+
 // Returns a flag to indicate whether the source data can be plotted in a time
 // series chart for the specified detector.
 export function isSourceDataChartableForDetector(job: CombinedJob, detectorIndex: number): boolean {
@@ -93,8 +105,7 @@ export function isSourceDataChartableForDetector(job: CombinedJob, detectorIndex
     // Note that the 'function' field in a record contains what the user entered e.g. 'high_count',
     // whereas the 'function_description' field holds an ML-built display hint for function e.g. 'count'.
     isSourceDataChartable =
-      (mlFunctionToESAggregation(functionName) !== null ||
-        functionName === ML_JOB_AGGREGATION.LAT_LONG) &&
+      mlFunctionToESAggregation(functionName) !== null &&
       dtr.by_field_name !== MLCATEGORY &&
       dtr.partition_field_name !== MLCATEGORY &&
       dtr.over_field_name !== MLCATEGORY;
diff --git a/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_charts_container_service.js b/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_charts_container_service.js
index f9d8fa6726d72..077e60db4760a 100644
--- a/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_charts_container_service.js
+++ b/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_charts_container_service.js
@@ -22,6 +22,7 @@ import {
   isSourceDataChartableForDetector,
   isModelPlotChartableForDetector,
   isModelPlotEnabled,
+  isMappableJob,
 } from '../../../../common/util/job_utils';
 import { mlResultsService } from '../../services/results_service';
 import { mlJobService } from '../../services/job_service';
@@ -498,7 +499,10 @@ function processRecordsForDisplay(anomalyRecords) {
       return;
     }
 
-    let isChartable = isSourceDataChartableForDetector(job, record.detector_index);
+    let isChartable =
+      isSourceDataChartableForDetector(job, record.detector_index) ||
+      isMappableJob(job, record.detector_index);
+
     if (isChartable === false) {
       if (isModelPlotChartableForDetector(job, record.detector_index)) {
         // Check if model plot is enabled for this job.
diff --git a/x-pack/plugins/ml/public/application/explorer/explorer_charts/map_config.ts b/x-pack/plugins/ml/public/application/explorer/explorer_charts/map_config.ts
index a9ca873d84a56..451fa602315d7 100644
--- a/x-pack/plugins/ml/public/application/explorer/explorer_charts/map_config.ts
+++ b/x-pack/plugins/ml/public/application/explorer/explorer_charts/map_config.ts
@@ -5,25 +5,26 @@
  */
 
 import { FIELD_ORIGIN, STYLE_TYPE } from '../../../../../maps/common/constants';
+import { ANOMALY_THRESHOLD, SEVERITY_COLORS } from '../../../../common';
 
 const FEATURE = 'Feature';
 const POINT = 'Point';
 const SEVERITY_COLOR_RAMP = [
   {
-    stop: 0,
-    color: '#8BC8FB',
+    stop: ANOMALY_THRESHOLD.LOW,
+    color: SEVERITY_COLORS.WARNING,
   },
   {
-    stop: 25,
-    color: '#FDEC25',
+    stop: ANOMALY_THRESHOLD.MINOR,
+    color: SEVERITY_COLORS.MINOR,
   },
   {
-    stop: 50,
-    color: '#FBA740',
+    stop: ANOMALY_THRESHOLD.MAJOR,
+    color: SEVERITY_COLORS.MAJOR,
   },
   {
-    stop: 75,
-    color: '#FE5050',
+    stop: ANOMALY_THRESHOLD.CRITICAL,
+    color: SEVERITY_COLORS.CRITICAL,
   },
 ];
 
@@ -102,7 +103,6 @@ export const getMLAnomaliesTypicalLayer = (anomalies: any) => {
   };
 };
 
-// GEOJSON_FILE type layer does not support source-type to inject custom data for styling
 export const getMLAnomaliesActualLayer = (anomalies: any) => {
   return {
     id: 'anomalies_actual_layer',
diff --git a/x-pack/plugins/ml/public/application/explorer/explorer_utils.js b/x-pack/plugins/ml/public/application/explorer/explorer_utils.js
index e5d400599036d..4ba9d4ea14f10 100644
--- a/x-pack/plugins/ml/public/application/explorer/explorer_utils.js
+++ b/x-pack/plugins/ml/public/application/explorer/explorer_utils.js
@@ -17,7 +17,6 @@ import {
 } from '../../../common/constants/search';
 import { getEntityFieldList } from '../../../common/util/anomaly_utils';
 import { extractErrorMessage } from '../../../common/util/errors';
-import { ML_JOB_AGGREGATION } from '../../../common/constants/aggregation_types';
 import {
   isSourceDataChartableForDetector,
   isModelPlotChartableForDetector,
@@ -513,8 +512,7 @@ export async function loadAnomaliesTableData(
             isChartable = isModelPlotEnabled(job, anomaly.detectorIndex, entityFields);
           }
 
-          anomaly.isTimeSeriesViewRecord =
-            isChartable && anomaly.source?.function !== ML_JOB_AGGREGATION.LAT_LONG;
+          anomaly.isTimeSeriesViewRecord = isChartable;
 
           if (mlJobService.customUrlsByJob[jobId] !== undefined) {
             anomaly.customUrls = mlJobService.customUrlsByJob[jobId];