diff --git a/x-pack/plugins/ml/public/application/explorer/explorer.js b/x-pack/plugins/ml/public/application/explorer/explorer.js
index ee05387633940..cea1159ebc14a 100644
--- a/x-pack/plugins/ml/public/application/explorer/explorer.js
+++ b/x-pack/plugins/ml/public/application/explorer/explorer.js
@@ -269,7 +269,6 @@ export class Explorer extends React.Component {
     const timefilter = getTimefilter();
     const bounds = timefilter.getActiveBounds();
     const selectedJobIds = Array.isArray(selectedJobs) ? selectedJobs.map((job) => job.id) : [];
-
     return (
       <ExplorerPage
         jobSelectorProps={jobSelectorProps}
@@ -331,6 +330,7 @@ export class Explorer extends React.Component {
                 }
               />
             )}
+
             <AnomalyTimeline
               explorerState={this.props.explorerState}
               setSelectedCells={this.props.setSelectedCells}
diff --git a/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_chart_embedded_map.tsx b/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_chart_embedded_map.tsx
index 64743ffd3192b..8d84cd3b47ffb 100644
--- a/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_chart_embedded_map.tsx
+++ b/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_chart_embedded_map.tsx
@@ -4,16 +4,18 @@
  * you may not use this file except in compliance with the Elastic License.
  */
 
-import React, { useState, useRef, useEffect } from 'react';
-import uuid from 'uuid';
+import React, { useMemo, useState, useRef, useEffect } from 'react';
+import { htmlIdGenerator } from '@elastic/eui';
 import {
+  EmbeddableFactory,
   ErrorEmbeddable,
-  ViewMode,
   isErrorEmbeddable,
+  ViewMode,
 } from '../../../../../../../src/plugins/embeddable/public';
 import {
   MapEmbeddable,
   MapEmbeddableInput,
+  MapEmbeddableOutput,
   // eslint-disable-next-line @kbn/eslint/no-restricted-paths
 } from '../../../../../maps/public/embeddable';
 import { Dictionary } from '../../../../common/types/common';
@@ -28,6 +30,7 @@ interface Props {
 
 export function EmbeddedMapComponent({ seriesConfig, severity }: Props) {
   const [embeddable, setEmbeddable] = useState<MapEmbeddable | ErrorEmbeddable | undefined>();
+  const id = useMemo(() => htmlIdGenerator()(), []);
 
   const embeddableRoot: React.RefObject<HTMLDivElement> = useRef<HTMLDivElement>(null);
   const layerList = useRef<LayerDescriptor[]>([]);
@@ -35,10 +38,14 @@ export function EmbeddedMapComponent({ seriesConfig, severity }: Props) {
     services: { embeddable: embeddablePlugin, maps: mapsPlugin },
   } = useMlKibana();
 
-  const factory = embeddablePlugin.getEmbeddableFactory(MAP_SAVED_OBJECT_TYPE);
+  const factory:
+    | EmbeddableFactory<MapEmbeddableInput, MapEmbeddableOutput, MapEmbeddable>
+    | undefined = embeddablePlugin
+    ? embeddablePlugin.getEmbeddableFactory(MAP_SAVED_OBJECT_TYPE)
+    : undefined;
 
   const input: MapEmbeddableInput = {
-    id: uuid.v4(),
+    id,
     attributes: { title: '' },
     filters: [],
     hidePanelTitles: true,
@@ -83,7 +90,7 @@ export function EmbeddedMapComponent({ seriesConfig, severity }: Props) {
         console.error('Map embeddable not found.');
         return;
       }
-      const embeddableObject: any = await factory.create({
+      const embeddableObject = await factory.create({
         ...input,
         title: 'Explorer map',
       });
diff --git a/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_charts_container.js b/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_charts_container.js
index 103aad865d85b..ca65e2249cf6e 100644
--- a/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_charts_container.js
+++ b/x-pack/plugins/ml/public/application/explorer/explorer_charts/explorer_charts_container.js
@@ -31,6 +31,7 @@ import { FormattedMessage } from '@kbn/i18n/react';
 import { MlTooltipComponent } from '../../components/chart_tooltip';
 import { withKibana } from '../../../../../../../src/plugins/kibana_react/public';
 import { ML_APP_URL_GENERATOR } from '../../../../common/constants/ml_url_generator';
+import { ML_JOB_AGGREGATION } from '../../../../common/constants/aggregation_types';
 import { addItemToRecentlyAccessed } from '../../util/recently_accessed';
 import { ExplorerChartsErrorCallOuts } from './explorer_charts_error_callouts';
 
@@ -58,7 +59,6 @@ function getChartId(series) {
 function ExplorerChartContainer({
   series,
   severity,
-  showSingleMetricViewerLink,
   tooManyBuckets,
   wrapLabel,
   mlUrlGenerator,
@@ -69,8 +69,8 @@ function ExplorerChartContainer({
   useEffect(() => {
     let isCancelled = false;
     const generateLink = async () => {
-      const singleMetricViewerLink = await getExploreSeriesLink(mlUrlGenerator, series);
-      if (!isCancelled && showSingleMetricViewerLink === true) {
+      if (!isCancelled && series.functionDescription !== ML_JOB_AGGREGATION.LAT_LONG) {
+        const singleMetricViewerLink = await getExploreSeriesLink(mlUrlGenerator, series);
         setExplorerSeriesLink(singleMetricViewerLink);
       }
     };
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 29f740bc59f27..97b19d40de477 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
@@ -37,7 +37,6 @@ export function getDefaultChartsData() {
     chartsPerRow: 1,
     errorMessages: undefined,
     seriesToPlot: [],
-    showSingleMetricViewerLink: true,
     // default values, will update on every re-render
     tooManyBuckets: false,
     timeFieldName: 'timestamp',
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 f6889c9a6f24c..e5d400599036d 100644
--- a/x-pack/plugins/ml/public/application/explorer/explorer_utils.js
+++ b/x-pack/plugins/ml/public/application/explorer/explorer_utils.js
@@ -17,6 +17,7 @@ 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,
@@ -511,7 +512,9 @@ export async function loadAnomaliesTableData(
             const entityFields = getEntityFieldList(anomaly.source);
             isChartable = isModelPlotEnabled(job, anomaly.detectorIndex, entityFields);
           }
-          anomaly.isTimeSeriesViewRecord = isChartable;
+
+          anomaly.isTimeSeriesViewRecord =
+            isChartable && anomaly.source?.function !== ML_JOB_AGGREGATION.LAT_LONG;
 
           if (mlJobService.customUrlsByJob[jobId] !== undefined) {
             anomaly.customUrls = mlJobService.customUrlsByJob[jobId];
diff --git a/x-pack/plugins/ml/public/application/util/chart_config_builder.js b/x-pack/plugins/ml/public/application/util/chart_config_builder.js
index a30280f1220c0..a306211defc87 100644
--- a/x-pack/plugins/ml/public/application/util/chart_config_builder.js
+++ b/x-pack/plugins/ml/public/application/util/chart_config_builder.js
@@ -24,7 +24,10 @@ export function buildConfigFromDetector(job, detectorIndex) {
   const config = {
     jobId: job.job_id,
     detectorIndex: detectorIndex,
-    metricFunction: mlFunctionToESAggregation(detector.function),
+    metricFunction:
+      detector.function === ML_JOB_AGGREGATION.LAT_LONG
+        ? ML_JOB_AGGREGATION.LAT_LONG
+        : mlFunctionToESAggregation(detector.function),
     timeField: job.data_description.time_field,
     interval: job.analysis_config.bucket_span,
     datafeedConfig: job.datafeed_config,