diff --git a/changelogs/fragments/8587.yml b/changelogs/fragments/8587.yml
new file mode 100644
index 000000000000..259c99b7fd22
--- /dev/null
+++ b/changelogs/fragments/8587.yml
@@ -0,0 +1,2 @@
+feat:
+- Add support for otel sample data - logs, traces and metrics ([#8587](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/8587))
\ No newline at end of file
diff --git a/src/plugins/home/public/application/components/__snapshots__/sample_data_view_data_button.test.js.snap b/src/plugins/home/public/application/components/__snapshots__/sample_data_view_data_button.test.js.snap
index 3230c2c5d8ca..e51688edf775 100644
--- a/src/plugins/home/public/application/components/__snapshots__/sample_data_view_data_button.test.js.snap
+++ b/src/plugins/home/public/application/components/__snapshots__/sample_data_view_data_button.test.js.snap
@@ -39,7 +39,7 @@ exports[`should render popover when appLinks is not empty 1`] = `
               "onClick": [Function],
             },
             Object {
-              "href": "rootapp/myAppPath",
+              "href": "rootundefined",
               "icon": <EuiIcon
                 size="m"
                 type="inputOutput"
diff --git a/src/plugins/home/public/application/components/sample_data_set_card.js b/src/plugins/home/public/application/components/sample_data_set_card.js
index 8e6e2138ee1e..5671478fa0de 100644
--- a/src/plugins/home/public/application/components/sample_data_set_card.js
+++ b/src/plugins/home/public/application/components/sample_data_set_card.js
@@ -117,6 +117,7 @@ export class SampleDataSetCard extends React.Component {
             <EuiFlexItem grow={false}>
               <SampleDataViewDataButton
                 id={this.props.id}
+                dataSourceId={this.props.dataSourceId}
                 name={this.props.name}
                 overviewDashboard={this.props.overviewDashboard}
                 appLinks={this.props.appLinks}
diff --git a/src/plugins/home/public/application/components/sample_data_view_data_button.js b/src/plugins/home/public/application/components/sample_data_view_data_button.js
index b0ae8da375e6..b51aef399200 100644
--- a/src/plugins/home/public/application/components/sample_data_view_data_button.js
+++ b/src/plugins/home/public/application/components/sample_data_view_data_button.js
@@ -38,6 +38,8 @@ import { createAppNavigationHandler } from './app_navigation_handler';
 
 export class SampleDataViewDataButton extends React.Component {
   addBasePath = getServices().addBasePath;
+  isDataSourceEnabled = !!getServices().dataSource;
+  chrome = getServices().chrome;
 
   state = {
     isPopoverOpen: false,
@@ -71,7 +73,7 @@ export class SampleDataViewDataButton extends React.Component {
     const dashboardPath = `/app/dashboards#/view/${this.props.overviewDashboard}`;
     const prefixedDashboardPath = this.addBasePath(dashboardPath);
 
-    if (this.props.appLinks.length === 0) {
+    if (this.props.appLinks.length === 0 && this.props.overviewDashboard !== '') {
       return (
         <EuiSmallButton
           onClick={createAppNavigationHandler(dashboardPath)}
@@ -83,26 +85,40 @@ export class SampleDataViewDataButton extends React.Component {
       );
     }
 
-    const additionalItems = this.props.appLinks.map(({ path, label, icon }) => {
-      return {
-        name: label,
-        icon: <EuiIcon type={icon} size="m" />,
-        href: this.addBasePath(path),
-        onClick: createAppNavigationHandler(path),
-      };
-    });
+    const additionalItems = this.props.appLinks.map(
+      ({ path, label, icon, newPath, appendDatasourceToPath }) => {
+        // switch paths if new nav is enabled
+        let appPath = this.chrome.navGroup.getNavGroupEnabled()
+          ? this.addBasePath(newPath)
+          : this.addBasePath(path);
+        // append datasourceId to app path
+        if (this.isDataSourceEnabled && appendDatasourceToPath) {
+          appPath = `${appPath}?datasourceId=${this.props.dataSourceId}`;
+        }
+        return {
+          name: label,
+          icon: <EuiIcon type={icon} size="m" />,
+          href: appPath,
+          onClick: createAppNavigationHandler(appPath),
+        };
+      }
+    );
     const panels = [
       {
         id: 0,
         items: [
-          {
-            name: i18n.translate('home.sampleDataSetCard.dashboardLinkLabel', {
-              defaultMessage: 'Dashboard',
-            }),
-            icon: <EuiIcon type="dashboardApp" size="m" />,
-            href: prefixedDashboardPath,
-            onClick: createAppNavigationHandler(dashboardPath),
-          },
+          ...(this.props.overviewDashboard !== ''
+            ? [
+                {
+                  name: i18n.translate('home.sampleDataSetCard.dashboardLinkLabel', {
+                    defaultMessage: 'Dashboard',
+                  }),
+                  icon: <EuiIcon type="dashboardApp" size="m" />,
+                  href: prefixedDashboardPath,
+                  onClick: createAppNavigationHandler(dashboardPath),
+                },
+              ]
+            : []),
           ...additionalItems,
         ],
       },
diff --git a/src/plugins/home/public/application/components/sample_data_view_data_button.test.js b/src/plugins/home/public/application/components/sample_data_view_data_button.test.js
index 11b0e617f764..32c7800226c0 100644
--- a/src/plugins/home/public/application/components/sample_data_view_data_button.test.js
+++ b/src/plugins/home/public/application/components/sample_data_view_data_button.test.js
@@ -36,6 +36,11 @@ import { SampleDataViewDataButton } from './sample_data_view_data_button';
 jest.mock('../opensearch_dashboards_services', () => ({
   getServices: () => ({
     addBasePath: (path) => `root${path}`,
+    chrome: {
+      navGroup: {
+        getNavGroupEnabled: jest.fn().mockReturnValue(true),
+      },
+    },
   }),
 }));
 
diff --git a/src/plugins/home/public/assets/sample_data_resources/otel/otel_traces.png b/src/plugins/home/public/assets/sample_data_resources/otel/otel_traces.png
new file mode 100644
index 000000000000..80eaa7beb2e2
Binary files /dev/null and b/src/plugins/home/public/assets/sample_data_resources/otel/otel_traces.png differ
diff --git a/src/plugins/home/public/assets/sample_data_resources/otel/otel_traces_dark.png b/src/plugins/home/public/assets/sample_data_resources/otel/otel_traces_dark.png
new file mode 100644
index 000000000000..a01821ec0303
Binary files /dev/null and b/src/plugins/home/public/assets/sample_data_resources/otel/otel_traces_dark.png differ
diff --git a/src/plugins/home/public/assets/sample_data_resources/otel/otel_traces_dark_new.png b/src/plugins/home/public/assets/sample_data_resources/otel/otel_traces_dark_new.png
new file mode 100644
index 000000000000..a01821ec0303
Binary files /dev/null and b/src/plugins/home/public/assets/sample_data_resources/otel/otel_traces_dark_new.png differ
diff --git a/src/plugins/home/public/assets/sample_data_resources/otel/otel_traces_new.png b/src/plugins/home/public/assets/sample_data_resources/otel/otel_traces_new.png
new file mode 100644
index 000000000000..80eaa7beb2e2
Binary files /dev/null and b/src/plugins/home/public/assets/sample_data_resources/otel/otel_traces_new.png differ
diff --git a/src/plugins/home/server/services/sample_data/data_sets/otel/index.ts b/src/plugins/home/server/services/sample_data/data_sets/otel/index.ts
new file mode 100644
index 000000000000..6e83c85c5d4b
--- /dev/null
+++ b/src/plugins/home/server/services/sample_data/data_sets/otel/index.ts
@@ -0,0 +1,101 @@
+/*
+ * Copyright OpenSearch Contributors
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+import { i18n } from '@osd/i18n';
+import path from 'path';
+import { AppLinkSchema, SampleDatasetSchema } from '../../lib/sample_dataset_registry_types';
+import {
+  appendDataSourceId,
+  getSavedObjectsWithDataSource,
+  overwriteSavedObjectsWithWorkspaceId,
+} from '../util';
+import { logsFieldMappings } from './logs_field_mappings';
+import { metricsFieldMappings } from './metrics_field_mappings';
+import { servicesFieldMappings } from './services_field_mappings';
+import { tracesFieldMappings } from './traces_field_mappings';
+
+const otelDataName = i18n.translate('home.sampleData.otelSpecTitle', {
+  defaultMessage: 'Sample Observability Logs, Traces, and Metrics',
+});
+const otelDataDescription = i18n.translate('home.sampleData.otelSpecDescription', {
+  defaultMessage:
+    'Correlated observability signals for an e-commerce application in OpenTelemetry standard.',
+});
+const initialAppLinks: AppLinkSchema[] = [
+  {
+    path: 'observability-traces#/traces',
+    icon: 'apmTrace',
+    label: 'View traces',
+    newPath: 'observability-traces-nav#/traces',
+    appendDatasourceToPath: true,
+  },
+  {
+    path: 'observability-traces#/services',
+    icon: 'graphApp',
+    label: 'View services',
+    newPath: 'observability-services-nav#/services',
+    appendDatasourceToPath: true,
+  },
+];
+
+export const otelSpecProvider = function (): SampleDatasetSchema {
+  return {
+    id: 'otel',
+    name: otelDataName,
+    description: otelDataDescription,
+    previewImagePath: '/plugins/home/assets/sample_data_resources/otel/otel_traces.png',
+    darkPreviewImagePath: '/plugins/home/assets/sample_data_resources/otel/otel_traces_dark.png',
+    hasNewThemeImages: true,
+    overviewDashboard: '',
+    getDataSourceIntegratedDashboard: appendDataSourceId(''),
+    appLinks: initialAppLinks,
+    defaultIndex: '',
+    getDataSourceIntegratedDefaultIndex: appendDataSourceId(''),
+    savedObjects: [],
+    getDataSourceIntegratedSavedObjects: (dataSourceId?: string, dataSourceTitle?: string) =>
+      getSavedObjectsWithDataSource([], dataSourceId, dataSourceTitle),
+    getWorkspaceIntegratedSavedObjects: (workspaceId) =>
+      overwriteSavedObjectsWithWorkspaceId([], workspaceId),
+    dataIndices: [
+      {
+        id: 'otel-v1-apm-span-sample',
+        dataPath: path.join(__dirname, './sample_traces.json.gz'),
+        fields: tracesFieldMappings,
+        timeFields: ['startTime', 'endTime', 'traceGroupFields.endTime'], // TODO: add support for 'events.time'
+        currentTimeMarker: '2024-10-16T19:00:01',
+        preserveDayOfWeekTimeOfDay: false,
+        indexName: 'otel-v1-apm-span-sample',
+      },
+      {
+        id: 'otel-v1-apm-service-map-sample',
+        dataPath: path.join(__dirname, './sample_service_map.json.gz'),
+        fields: servicesFieldMappings,
+        timeFields: [],
+        currentTimeMarker: '2024-10-16T19:00:01',
+        preserveDayOfWeekTimeOfDay: false,
+        indexName: 'otel-v1-apm-service-map-sample',
+      },
+      {
+        id: 'ss4o_metrics-otel-sample',
+        dataPath: path.join(__dirname, './sample_metrics.json.gz'),
+        fields: metricsFieldMappings,
+        timeFields: ['@timestamp', 'exemplar.time', 'startTime', 'time', 'observedTimestamp'],
+        currentTimeMarker: '2024-10-16T19:00:01',
+        preserveDayOfWeekTimeOfDay: false,
+        indexName: 'ss4o_metrics-otel-sample',
+      },
+      {
+        id: 'ss4o_logs-otel-sample',
+        dataPath: path.join(__dirname, './sample_logs.json.gz'),
+        fields: logsFieldMappings,
+        timeFields: ['time', 'observedTime'],
+        currentTimeMarker: '2024-10-16T19:00:01',
+        preserveDayOfWeekTimeOfDay: false,
+        indexName: 'ss4o_logs-otel-sample',
+      },
+    ],
+    status: 'not_installed',
+  };
+};
diff --git a/src/plugins/home/server/services/sample_data/data_sets/otel/logs_field_mappings.ts b/src/plugins/home/server/services/sample_data/data_sets/otel/logs_field_mappings.ts
new file mode 100644
index 000000000000..fd6bcecbf568
--- /dev/null
+++ b/src/plugins/home/server/services/sample_data/data_sets/otel/logs_field_mappings.ts
@@ -0,0 +1,343 @@
+/*
+ * Copyright OpenSearch Contributors
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+export const logsFieldMappings = {
+  body: {
+    type: 'text',
+    fields: {
+      keyword: {
+        type: 'keyword',
+        ignore_above: 256,
+      },
+    },
+  },
+  droppedAttributesCount: {
+    type: 'long',
+  },
+  flags: {
+    type: 'long',
+  },
+  instrumentationScope: {
+    properties: {
+      name: {
+        type: 'text',
+        fields: {
+          keyword: {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+        },
+      },
+    },
+  },
+  log: {
+    properties: {
+      attributes: {
+        properties: {
+          address: {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          contentRoot: {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          context: {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+          envName: {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+          otelServiceName: {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+          otelSpanID: {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+          otelTraceID: {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+          otelTraceSampled: {
+            type: 'boolean',
+          },
+          productId: {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+          quantity: {
+            type: 'long',
+          },
+          userId: {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+        },
+      },
+    },
+  },
+  observedTime: {
+    type: 'date',
+  },
+  resource: {
+    properties: {
+      attributes: {
+        properties: {
+          'container@id': {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+          'docker@cli@cobra@command_path': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'host@arch': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'host@name': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'os@description': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'os@name': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'os@type': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'os@version': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'process@command': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'process@command_args': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'process@command_line': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'process@executable@path': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'process@owner': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'process@pid': {
+            type: 'long',
+          },
+          'process@runtime@description': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'process@runtime@name': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'process@runtime@version': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'service@name': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'service@version': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'telemetry@auto@version': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'telemetry@sdk@language': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'telemetry@sdk@name': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'telemetry@sdk@version': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+        },
+      },
+    },
+  },
+  schemaUrl: {
+    type: 'text',
+    fields: {
+      keyword: {
+        type: 'keyword',
+        ignore_above: 256,
+      },
+    },
+  },
+  serviceName: {
+    type: 'keyword',
+    fields: {
+      keyword: {
+        type: 'keyword',
+        ignore_above: 256,
+      },
+    },
+  },
+  severityNumber: {
+    type: 'long',
+  },
+  severityText: {
+    type: 'text',
+    fields: {
+      keyword: {
+        type: 'keyword',
+        ignore_above: 256,
+      },
+    },
+  },
+  spanId: {
+    type: 'keyword',
+    ignore_above: 256,
+  },
+  time: {
+    type: 'date',
+  },
+  traceId: {
+    type: 'keyword',
+    ignore_above: 256,
+  },
+};
diff --git a/src/plugins/home/server/services/sample_data/data_sets/otel/metrics_field_mappings.ts b/src/plugins/home/server/services/sample_data/data_sets/otel/metrics_field_mappings.ts
new file mode 100644
index 000000000000..fad89469bffe
--- /dev/null
+++ b/src/plugins/home/server/services/sample_data/data_sets/otel/metrics_field_mappings.ts
@@ -0,0 +1,915 @@
+/*
+ * Copyright OpenSearch Contributors
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+export const metricsFieldMappings = {
+  '@timestamp': {
+    type: 'date',
+  },
+  aggregationTemporality: {
+    type: 'keyword',
+    ignore_above: 128,
+  },
+  attributes: {
+    properties: {
+      data_stream: {
+        properties: {
+          dataset: {
+            type: 'keyword',
+            ignore_above: 128,
+          },
+          namespace: {
+            type: 'keyword',
+            ignore_above: 128,
+          },
+          type: {
+            type: 'keyword',
+            ignore_above: 56,
+          },
+        },
+      },
+      instrumentationScope: {
+        properties: {
+          name: {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          version: {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+        },
+      },
+      metric: {
+        properties: {
+          attributes: {
+            properties: {
+              action: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'app@ads@ad_request_type': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'app@ads@ad_response_type': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'app@payment@currency': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'client-id': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              count: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              cpu: {
+                type: 'long',
+              },
+              currency_code: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              daemon: {
+                type: 'boolean',
+              },
+              device: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              direction: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              dropped: {
+                type: 'boolean',
+              },
+              family: {
+                type: 'long',
+              },
+              gc: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              generation: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'http@flavor': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'http@host': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'http@method': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'http@route': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'http@scheme': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'http@status_code': {
+                type: 'long',
+              },
+              method: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'net@host@name': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'net@host@port': {
+                type: 'long',
+              },
+              'net@peer@name': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'net@peer@port': {
+                type: 'long',
+              },
+              'node-id': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              operation: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              partition: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              pool: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              processor: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              processorType: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              protocol: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'recommendation@type': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'rpc@grpc@status_code': {
+                type: 'long',
+              },
+              'rpc@method': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'rpc@service': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'rpc@system': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'service@name': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'span@kind': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'span@name': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              state: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              status: {
+                type: 'long',
+              },
+              'status@code': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              success: {
+                type: 'boolean',
+              },
+              target: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              topic: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              type: {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+            },
+          },
+        },
+      },
+      resource: {
+        properties: {
+          attributes: {
+            properties: {
+              'container@id': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'docker@cli@cobra@command_path': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'host@arch': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'host@name': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'os@description': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'os@name': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'os@type': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'os@version': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'process@command': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'process@command_args': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'process@command_line': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'process@executable@name': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'process@executable@path': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'process@owner': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'process@pid': {
+                type: 'long',
+              },
+              'process@runtime@description': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'process@runtime@name': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'process@runtime@version': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'service@instance@id': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'service@name': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'service@version': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'telemetry@auto@version': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'telemetry@sdk@language': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'telemetry@sdk@name': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+              'telemetry@sdk@version': {
+                type: 'text',
+                fields: {
+                  keyword: {
+                    type: 'keyword',
+                    ignore_above: 256,
+                  },
+                },
+              },
+            },
+          },
+        },
+      },
+    },
+  },
+  bucketCount: {
+    type: 'long',
+  },
+  bucketCounts: {
+    type: 'long',
+  },
+  bucketCountsList: {
+    type: 'long',
+  },
+  buckets: {
+    type: 'nested',
+    properties: {
+      count: {
+        type: 'long',
+      },
+      max: {
+        type: 'float',
+      },
+      min: {
+        type: 'float',
+      },
+      sum: {
+        type: 'double',
+      },
+    },
+  },
+  count: {
+    type: 'long',
+  },
+  description: {
+    type: 'text',
+    fields: {
+      keyword: {
+        type: 'keyword',
+        ignore_above: 256,
+      },
+    },
+  },
+  exemplar: {
+    properties: {
+      serviceName: {
+        type: 'keyword',
+        ignore_above: 256,
+      },
+      spanId: {
+        type: 'keyword',
+        ignore_above: 256,
+      },
+      time: {
+        type: 'date',
+      },
+      traceId: {
+        type: 'keyword',
+        ignore_above: 256,
+      },
+    },
+  },
+  exemplars: {
+    properties: {
+      attributes: {
+        properties: {
+          exemplar: {
+            properties: {
+              attributes: {
+                properties: {
+                  'net@sock@peer@addr': {
+                    type: 'text',
+                    fields: {
+                      keyword: {
+                        type: 'keyword',
+                        ignore_above: 256,
+                      },
+                    },
+                  },
+                },
+              },
+            },
+          },
+        },
+      },
+      spanId: {
+        type: 'text',
+        fields: {
+          keyword: {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+        },
+      },
+      time: {
+        type: 'date',
+      },
+      traceId: {
+        type: 'text',
+        fields: {
+          keyword: {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+        },
+      },
+      value: {
+        type: 'float',
+      },
+    },
+  },
+  explicitBounds: {
+    type: 'float',
+  },
+  explicitBoundsCount: {
+    type: 'float',
+  },
+  explicitBoundsList: {
+    type: 'float',
+  },
+  flags: {
+    type: 'long',
+  },
+  instrumentationScope: {
+    properties: {
+      droppedAttributesCount: {
+        type: 'integer',
+      },
+      name: {
+        type: 'keyword',
+        ignore_above: 256,
+      },
+      schemaUrl: {
+        type: 'text',
+        fields: {
+          keyword: {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+        },
+      },
+      version: {
+        type: 'keyword',
+        ignore_above: 256,
+      },
+    },
+  },
+  isMonotonic: {
+    type: 'boolean',
+  },
+  kind: {
+    type: 'keyword',
+    ignore_above: 128,
+  },
+  max: {
+    type: 'float',
+  },
+  min: {
+    type: 'float',
+  },
+  monotonic: {
+    type: 'boolean',
+  },
+  name: {
+    type: 'keyword',
+    ignore_above: 256,
+  },
+  negativeBuckets: {
+    type: 'nested',
+    properties: {
+      count: {
+        type: 'long',
+      },
+      max: {
+        type: 'float',
+      },
+      min: {
+        type: 'float',
+      },
+    },
+  },
+  negativeOffset: {
+    type: 'integer',
+  },
+  observedTimestamp: {
+    type: 'date_nanos',
+  },
+  positiveBuckets: {
+    type: 'nested',
+    properties: {
+      count: {
+        type: 'long',
+      },
+      max: {
+        type: 'float',
+      },
+      min: {
+        type: 'float',
+      },
+    },
+  },
+  positiveOffset: {
+    type: 'integer',
+  },
+  quantileValuesCount: {
+    type: 'long',
+  },
+  quantiles: {
+    properties: {
+      quantile: {
+        type: 'double',
+      },
+      value: {
+        type: 'double',
+      },
+    },
+  },
+  scale: {
+    type: 'long',
+  },
+  schemaUrl: {
+    type: 'text',
+    fields: {
+      keyword: {
+        type: 'keyword',
+        ignore_above: 256,
+      },
+    },
+  },
+  serviceName: {
+    type: 'keyword',
+  },
+  startTime: {
+    type: 'date',
+  },
+  sum: {
+    type: 'float',
+  },
+  time: {
+    type: 'date',
+  },
+  unit: {
+    type: 'keyword',
+    ignore_above: 128,
+  },
+  value: {
+    type: 'float',
+  },
+  'value@double': {
+    type: 'double',
+  },
+  'value@int': {
+    type: 'integer',
+  },
+  zeroCount: {
+    type: 'long',
+  },
+};
diff --git a/src/plugins/home/server/services/sample_data/data_sets/otel/sample_logs.json.gz b/src/plugins/home/server/services/sample_data/data_sets/otel/sample_logs.json.gz
new file mode 100644
index 000000000000..88375837e226
Binary files /dev/null and b/src/plugins/home/server/services/sample_data/data_sets/otel/sample_logs.json.gz differ
diff --git a/src/plugins/home/server/services/sample_data/data_sets/otel/sample_metrics.json.gz b/src/plugins/home/server/services/sample_data/data_sets/otel/sample_metrics.json.gz
new file mode 100644
index 000000000000..e0fa991cfc16
Binary files /dev/null and b/src/plugins/home/server/services/sample_data/data_sets/otel/sample_metrics.json.gz differ
diff --git a/src/plugins/home/server/services/sample_data/data_sets/otel/sample_service_map.json.gz b/src/plugins/home/server/services/sample_data/data_sets/otel/sample_service_map.json.gz
new file mode 100644
index 000000000000..8e1c1ef60377
Binary files /dev/null and b/src/plugins/home/server/services/sample_data/data_sets/otel/sample_service_map.json.gz differ
diff --git a/src/plugins/home/server/services/sample_data/data_sets/otel/sample_traces.json.gz b/src/plugins/home/server/services/sample_data/data_sets/otel/sample_traces.json.gz
new file mode 100644
index 000000000000..5eb988d1785f
Binary files /dev/null and b/src/plugins/home/server/services/sample_data/data_sets/otel/sample_traces.json.gz differ
diff --git a/src/plugins/home/server/services/sample_data/data_sets/otel/services_field_mappings.ts b/src/plugins/home/server/services/sample_data/data_sets/otel/services_field_mappings.ts
new file mode 100644
index 000000000000..a9a475d8d62f
--- /dev/null
+++ b/src/plugins/home/server/services/sample_data/data_sets/otel/services_field_mappings.ts
@@ -0,0 +1,47 @@
+/*
+ * Copyright OpenSearch Contributors
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+export const servicesFieldMappings = {
+  destination: {
+    properties: {
+      domain: {
+        type: 'keyword',
+        ignore_above: 1024,
+      },
+      resource: {
+        type: 'keyword',
+        ignore_above: 1024,
+      },
+    },
+  },
+  hashId: {
+    type: 'keyword',
+    ignore_above: 1024,
+  },
+  kind: {
+    type: 'keyword',
+    ignore_above: 1024,
+  },
+  serviceName: {
+    type: 'keyword',
+    ignore_above: 1024,
+  },
+  target: {
+    properties: {
+      domain: {
+        type: 'keyword',
+        ignore_above: 1024,
+      },
+      resource: {
+        type: 'keyword',
+        ignore_above: 1024,
+      },
+    },
+  },
+  traceGroupName: {
+    type: 'keyword',
+    ignore_above: 1024,
+  },
+};
diff --git a/src/plugins/home/server/services/sample_data/data_sets/otel/traces_field_mappings.ts b/src/plugins/home/server/services/sample_data/data_sets/otel/traces_field_mappings.ts
new file mode 100644
index 000000000000..5b4016997f46
--- /dev/null
+++ b/src/plugins/home/server/services/sample_data/data_sets/otel/traces_field_mappings.ts
@@ -0,0 +1,599 @@
+/*
+ * Copyright OpenSearch Contributors
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+export const tracesFieldMappings = {
+  droppedAttributesCount: {
+    type: 'long',
+  },
+  droppedEventsCount: {
+    type: 'long',
+  },
+  droppedLinksCount: {
+    type: 'long',
+  },
+  durationInNanos: {
+    type: 'long',
+  },
+  endTime: {
+    type: 'date_nanos',
+  },
+  events: {
+    type: 'nested',
+    properties: {
+      attributes: {
+        properties: {
+          'app@payment@transaction@id': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'app@quote@cost@total': {
+            type: 'float',
+          },
+          'app@shipping@cost@total': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'app@shipping@tracking@id': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+          'message@id': {
+            type: 'long',
+          },
+          'message@type': {
+            type: 'text',
+            fields: {
+              keyword: {
+                type: 'keyword',
+                ignore_above: 256,
+              },
+            },
+          },
+        },
+      },
+      droppedAttributesCount: {
+        type: 'long',
+      },
+      name: {
+        type: 'text',
+        fields: {
+          keyword: {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+        },
+      },
+      time: {
+        type: 'date_nanos',
+      },
+    },
+  },
+  instrumentationScope: {
+    properties: {
+      name: {
+        type: 'text',
+        fields: {
+          keyword: {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+        },
+      },
+      version: {
+        type: 'text',
+        fields: {
+          keyword: {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+        },
+      },
+    },
+  },
+  kind: {
+    type: 'keyword',
+    ignore_above: 128,
+  },
+  links: {
+    type: 'nested',
+    properties: {
+      attributes: {
+        type: 'object',
+      },
+      droppedAttributesCount: {
+        type: 'long',
+      },
+      spanId: {
+        type: 'keyword',
+        ignore_above: 256,
+      },
+      traceId: {
+        type: 'keyword',
+        fields: {
+          keyword: {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+        },
+      },
+      traceState: {
+        type: 'text',
+        fields: {
+          keyword: {
+            type: 'keyword',
+            ignore_above: 256,
+          },
+        },
+      },
+    },
+  },
+  name: {
+    type: 'keyword',
+    ignore_above: 1024,
+  },
+  parentSpanId: {
+    type: 'keyword',
+    ignore_above: 256,
+  },
+  resource: {
+    properties: {
+      attributes: {
+        properties: {
+          'container@id': {
+            type: 'keyword',
+          },
+          'docker@cli@cobra@command_path': {
+            type: 'keyword',
+          },
+          'host@arch': {
+            type: 'keyword',
+          },
+          'host@name': {
+            type: 'keyword',
+          },
+          'os@description': {
+            type: 'keyword',
+          },
+          'os@name': {
+            type: 'keyword',
+          },
+          'os@type': {
+            type: 'keyword',
+          },
+          'os@version': {
+            type: 'keyword',
+          },
+          'process@command': {
+            type: 'keyword',
+          },
+          'process@command_args': {
+            type: 'keyword',
+          },
+          'process@command_line': {
+            type: 'keyword',
+          },
+          'process@executable@name': {
+            type: 'keyword',
+          },
+          'process@executable@path': {
+            type: 'keyword',
+          },
+          'process@owner': {
+            type: 'keyword',
+          },
+          'process@pid': {
+            type: 'keyword',
+          },
+          'process@runtime@description': {
+            type: 'keyword',
+          },
+          'process@runtime@name': {
+            type: 'keyword',
+          },
+          'process@runtime@version': {
+            type: 'keyword',
+          },
+          'service@instance@id': {
+            type: 'keyword',
+          },
+          'service@name': {
+            type: 'keyword',
+          },
+          'service@version': {
+            type: 'keyword',
+          },
+          'telemetry@auto@version': {
+            type: 'keyword',
+          },
+          'telemetry@sdk@language': {
+            type: 'keyword',
+          },
+          'telemetry@sdk@name': {
+            type: 'keyword',
+          },
+          'telemetry@sdk@version': {
+            type: 'keyword',
+          },
+        },
+      },
+    },
+  },
+  serviceName: {
+    type: 'keyword',
+  },
+  span: {
+    properties: {
+      attributes: {
+        properties: {
+          'app@ads@ad_request_type': {
+            type: 'keyword',
+          },
+          'app@ads@ad_response_type': {
+            type: 'keyword',
+          },
+          'app@ads@category': {
+            type: 'keyword',
+          },
+          'app@ads@contextKeys': {
+            type: 'keyword',
+          },
+          'app@ads@contextKeys@count': {
+            type: 'keyword',
+          },
+          'app@ads@count': {
+            type: 'keyword',
+          },
+          'app@cart@items@count': {
+            type: 'keyword',
+          },
+          'app@currency@conversion@from': {
+            type: 'keyword',
+          },
+          'app@currency@conversion@to': {
+            type: 'keyword',
+          },
+          'app@email@recipient': {
+            type: 'keyword',
+          },
+          'app@featureflag@enabled': {
+            type: 'keyword',
+          },
+          'app@featureflag@name': {
+            type: 'keyword',
+          },
+          'app@filtered_products@count': {
+            type: 'keyword',
+          },
+          'app@filtered_products@list': {
+            type: 'keyword',
+          },
+          'app@order@amount': {
+            type: 'keyword',
+          },
+          'app@order@id': {
+            type: 'keyword',
+          },
+          'app@order@items@count': {
+            type: 'keyword',
+          },
+          'app@payment@amount': {
+            type: 'keyword',
+          },
+          'app@payment@card_type': {
+            type: 'keyword',
+          },
+          'app@payment@card_valid': {
+            type: 'keyword',
+          },
+          'app@payment@charged': {
+            type: 'keyword',
+          },
+          'app@product@id': {
+            type: 'keyword',
+          },
+          'app@product@name': {
+            type: 'keyword',
+          },
+          'app@product@quantity': {
+            type: 'keyword',
+          },
+          'app@products@count': {
+            type: 'keyword',
+          },
+          'app@products_recommended@count': {
+            type: 'keyword',
+          },
+          'app@quote@cost@total': {
+            type: 'keyword',
+          },
+          'app@quote@items@count': {
+            type: 'keyword',
+          },
+          'app@recommendation@cache_enabled': {
+            type: 'keyword',
+          },
+          'app@shipping@amount': {
+            type: 'keyword',
+          },
+          'app@shipping@cost@total': {
+            type: 'keyword',
+          },
+          'app@shipping@items@count': {
+            type: 'keyword',
+          },
+          'app@shipping@tracking@id': {
+            type: 'keyword',
+          },
+          'app@shipping@zip_code': {
+            type: 'keyword',
+          },
+          'app@synthetic_request': {
+            type: 'keyword',
+          },
+          'app@user@currency': {
+            type: 'keyword',
+          },
+          'app@user@id': {
+            type: 'keyword',
+          },
+          busy_ns: {
+            type: 'keyword',
+          },
+          'code@filepath': {
+            type: 'keyword',
+          },
+          'code@function': {
+            type: 'keyword',
+          },
+          'code@lineno': {
+            type: 'keyword',
+          },
+          'code@namespace': {
+            type: 'keyword',
+          },
+          'db@instance': {
+            type: 'keyword',
+          },
+          'db@name': {
+            type: 'keyword',
+          },
+          'db@redis@database_index': {
+            type: 'keyword',
+          },
+          'db@redis@flags': {
+            type: 'keyword',
+          },
+          'db@statement': {
+            type: 'keyword',
+          },
+          'db@system': {
+            type: 'keyword',
+          },
+          'db@type': {
+            type: 'keyword',
+          },
+          'db@url': {
+            type: 'keyword',
+          },
+          decode_time_microseconds: {
+            type: 'keyword',
+          },
+          'http@client_ip': {
+            type: 'keyword',
+          },
+          'http@flavor': {
+            type: 'keyword',
+          },
+          'http@host': {
+            type: 'keyword',
+          },
+          'http@method': {
+            type: 'keyword',
+          },
+          'http@request_content_length': {
+            type: 'keyword',
+          },
+          'http@request_content_length_uncompressed': {
+            type: 'keyword',
+          },
+          'http@response_content_length': {
+            type: 'keyword',
+          },
+          'http@route': {
+            type: 'keyword',
+          },
+          'http@scheme': {
+            type: 'keyword',
+          },
+          'http@status_code': {
+            type: 'keyword',
+          },
+          'http@status_text': {
+            type: 'keyword',
+          },
+          'http@target': {
+            type: 'keyword',
+          },
+          'http@url': {
+            type: 'keyword',
+          },
+          'http@user_agent': {
+            type: 'keyword',
+          },
+          idle_ns: {
+            type: 'keyword',
+          },
+          idle_time_microseconds: {
+            type: 'keyword',
+          },
+          'messaging@client_id': {
+            type: 'keyword',
+          },
+          'messaging@destination@kind': {
+            type: 'keyword',
+          },
+          'messaging@destination@name': {
+            type: 'keyword',
+          },
+          'messaging@kafka@consumer@group': {
+            type: 'keyword',
+          },
+          'messaging@kafka@destination@partition': {
+            type: 'keyword',
+          },
+          'messaging@kafka@message@offset': {
+            type: 'keyword',
+          },
+          'messaging@message@payload_size_bytes': {
+            type: 'keyword',
+          },
+          'messaging@operation': {
+            type: 'keyword',
+          },
+          'messaging@system': {
+            type: 'keyword',
+          },
+          'net@host@ip': {
+            type: 'keyword',
+          },
+          'net@host@name': {
+            type: 'keyword',
+          },
+          'net@host@port': {
+            type: 'keyword',
+          },
+          'net@peer@ip': {
+            type: 'keyword',
+          },
+          'net@peer@name': {
+            type: 'keyword',
+          },
+          'net@peer@port': {
+            type: 'keyword',
+          },
+          'net@sock@host@addr': {
+            type: 'keyword',
+          },
+          'net@sock@peer@addr': {
+            type: 'keyword',
+          },
+          'net@sock@peer@port': {
+            type: 'keyword',
+          },
+          'net@transport': {
+            type: 'keyword',
+          },
+          'peer@service': {
+            type: 'keyword',
+          },
+          'phoenix@action': {
+            type: 'keyword',
+          },
+          'phoenix@plug': {
+            type: 'keyword',
+          },
+          query_time_microseconds: {
+            type: 'keyword',
+          },
+          queue_time_microseconds: {
+            type: 'keyword',
+          },
+          'rpc@grpc@status_code': {
+            type: 'keyword',
+          },
+          'rpc@method': {
+            type: 'keyword',
+          },
+          'rpc@service': {
+            type: 'keyword',
+          },
+          'rpc@system': {
+            type: 'keyword',
+          },
+          'rpc@user_agent': {
+            type: 'keyword',
+          },
+          'sinatra@template_name': {
+            type: 'keyword',
+          },
+          source: {
+            type: 'keyword',
+          },
+          'thread@id': {
+            type: 'keyword',
+          },
+          'thread@name': {
+            type: 'keyword',
+          },
+          total_time_microseconds: {
+            type: 'keyword',
+          },
+        },
+      },
+    },
+  },
+  spanId: {
+    type: 'keyword',
+    ignore_above: 256,
+  },
+  startTime: {
+    type: 'date_nanos',
+  },
+  status: {
+    properties: {
+      code: {
+        type: 'integer',
+      },
+      message: {
+        type: 'keyword',
+      },
+    },
+  },
+  traceGroup: {
+    type: 'keyword',
+    ignore_above: 1024,
+  },
+  traceGroupFields: {
+    properties: {
+      durationInNanos: {
+        type: 'long',
+      },
+      endTime: {
+        type: 'date_nanos',
+      },
+      statusCode: {
+        type: 'integer',
+      },
+    },
+  },
+  traceId: {
+    type: 'keyword',
+    ignore_above: 256,
+  },
+  traceState: {
+    type: 'text',
+    fields: {
+      keyword: {
+        type: 'keyword',
+        ignore_above: 256,
+      },
+    },
+  },
+};
diff --git a/src/plugins/home/server/services/sample_data/data_sets/util.test.ts b/src/plugins/home/server/services/sample_data/data_sets/util.test.ts
index c51e289231dc..4f3863167004 100644
--- a/src/plugins/home/server/services/sample_data/data_sets/util.test.ts
+++ b/src/plugins/home/server/services/sample_data/data_sets/util.test.ts
@@ -3,9 +3,14 @@
  * SPDX-License-Identifier: Apache-2.0
  */
 
-import { getSavedObjectsWithDataSource, getFinalSavedObjects } from './util';
 import { SavedObject, updateDataSourceNameInVegaSpec } from '../../../../../../core/server';
 import visualizationObjects from './test_utils/visualization_objects.json';
+import {
+  getFinalSavedObjects,
+  getNestedField,
+  getSavedObjectsWithDataSource,
+  setNestedField,
+} from './util';
 
 describe('getSavedObjectsWithDataSource()', () => {
   const getVisualizationSavedObjects = (): Array<SavedObject<any>> => {
@@ -267,3 +272,67 @@ describe('getFinalSavedObjects()', () => {
     ).toBe(dataset.savedObjects);
   });
 });
+
+describe('getNestedField', () => {
+  it('should return the value of a top-level field', () => {
+    const doc = { field1: 'value1', field2: 'value2' };
+    const result = getNestedField(doc, 'field1');
+    expect(result).toBe('value1');
+  });
+
+  it('should return the value of a nested field', () => {
+    const doc = { field1: { nestedField: 'nestedValue' } };
+    const result = getNestedField(doc, 'field1.nestedField');
+    expect(result).toBe('nestedValue');
+  });
+
+  it('should return undefined for a non-existent field', () => {
+    const doc = { field1: 'value1' };
+    const result = getNestedField(doc, 'nonExistentField');
+    expect(result).toBeUndefined();
+  });
+
+  it('should handle fields with dots in their names', () => {
+    const doc = { 'field.with.dot': 'valueWithDot' };
+    const result = getNestedField(doc, 'field.with.dot');
+    expect(result).toBe('valueWithDot');
+  });
+
+  it('should return undefined for a non-existent nested field', () => {
+    const doc = { field1: { nestedField: 'nestedValue' } };
+    const result = getNestedField(doc, 'field1.nonExistentField');
+    expect(result).toBeUndefined();
+  });
+});
+
+describe('setNestedField', () => {
+  it('should set the value of a top-level field', () => {
+    const doc = { field1: 'value1', field2: 'value2' };
+    setNestedField(doc, 'field1', 'newValue1');
+    expect(doc.field1).toBe('newValue1');
+  });
+
+  it('should set the value of a nested field', () => {
+    const doc = { field1: { nestedField: 'nestedValue' } };
+    setNestedField(doc, 'field1.nestedField', 'newNestedValue');
+    expect(doc.field1.nestedField).toBe('newNestedValue');
+  });
+
+  it('should create nested fields if they do not exist', () => {
+    const doc: any = {}; // Allow dynamic properties
+    setNestedField(doc, 'field1.nestedField', 'newNestedValue');
+    expect(doc.field1).toEqual({ nestedField: 'newNestedValue' });
+  });
+
+  it('should handle fields with dots in their names', () => {
+    const doc = { 'field.with.dot': 'valueWithDot' };
+    setNestedField(doc, 'field.with.dot', 'newValueWithDot');
+    expect(doc['field.with.dot']).toBe('newValueWithDot');
+  });
+
+  it('should set a value in deeply nested structures', () => {
+    const doc = { level1: { level2: { level3: { level4: 'oldValue' } } } };
+    setNestedField(doc, 'level1.level2.level3.level4', 'newValue');
+    expect(doc.level1.level2.level3.level4).toBe('newValue');
+  });
+});
diff --git a/src/plugins/home/server/services/sample_data/data_sets/util.ts b/src/plugins/home/server/services/sample_data/data_sets/util.ts
index 4b2cc8b56fa3..77abf6122033 100644
--- a/src/plugins/home/server/services/sample_data/data_sets/util.ts
+++ b/src/plugins/home/server/services/sample_data/data_sets/util.ts
@@ -5,10 +5,10 @@
 
 import { SavedObject } from 'opensearch-dashboards/server';
 import {
-  extractVegaSpecFromSavedObject,
   extractTimelineExpression,
-  updateDataSourceNameInVegaSpec,
+  extractVegaSpecFromSavedObject,
   updateDataSourceNameInTimeline,
+  updateDataSourceNameInVegaSpec,
 } from '../../../../../../core/server';
 import { SampleDatasetSchema } from '../lib/sample_dataset_registry_types';
 
@@ -193,3 +193,34 @@ export const getFinalSavedObjects = ({
 
   return dataset.savedObjects;
 };
+
+// Helper function to get a nested field by path
+export const getNestedField = (doc: any, path: string) => {
+  // First check if the exact path exists as a field
+  if (path in doc) {
+    return doc[path];
+  }
+  // If not, treat it as a nested path
+  return path
+    .split('.')
+    .reduce((obj, key) => (obj && obj[key] !== 'undefined' ? obj[key] : undefined), doc);
+};
+
+// Helper function to set a nested field by path
+export const setNestedField = (doc: any, path: string, value: any) => {
+  // First check if the exact path exists as a field
+  if (path in doc) {
+    doc[path] = value;
+    return;
+  }
+  // If not, treat it as a nested path
+  const keys = path.split('.');
+  keys.reduce((obj, key, indexName) => {
+    if (indexName === keys.length - 1) {
+      obj[key] = value;
+    } else {
+      if (!obj[key]) obj[key] = {}; // Create the object if it doesn't exist
+      return obj[key];
+    }
+  }, doc);
+};
diff --git a/src/plugins/home/server/services/sample_data/lib/create_index_name.test.ts b/src/plugins/home/server/services/sample_data/lib/create_index_name.test.ts
new file mode 100644
index 000000000000..7c3ac799ee10
--- /dev/null
+++ b/src/plugins/home/server/services/sample_data/lib/create_index_name.test.ts
@@ -0,0 +1,18 @@
+/*
+ * Copyright OpenSearch Contributors
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+import { createIndexName } from './create_index_name';
+
+describe('createIndexName', () => {
+  it('should return the sample dataset name when sampleDataSetId equals dataIndexId', () => {
+    const result = createIndexName('sample1', 'sample1');
+    expect(result).toBe('opensearch_dashboards_sample_data_sample1');
+  });
+
+  it('should return a name with both sampleDataSetId and dataIndexId when they are different', () => {
+    const result = createIndexName('sample1', 'data1');
+    expect(result).toBe('opensearch_dashboards_sample_data_sample1_data1');
+  });
+});
diff --git a/src/plugins/home/server/services/sample_data/lib/create_index_name.ts b/src/plugins/home/server/services/sample_data/lib/create_index_name.ts
index 532c07d23dca..34314b74e324 100644
--- a/src/plugins/home/server/services/sample_data/lib/create_index_name.ts
+++ b/src/plugins/home/server/services/sample_data/lib/create_index_name.ts
@@ -29,10 +29,10 @@
  */
 
 export const createIndexName = function (sampleDataSetId: string, dataIndexId: string): string {
-  // Sample data schema was updated to support multiple indices in 6.5.
-  // This if statement ensures that sample data sets that used a single index prior to the schema change
-  // have the same index name to avoid orphaned indices when uninstalling.
   if (sampleDataSetId === dataIndexId) {
+    // Sample data schema was updated to support multiple indices in 6.5.
+    // This if statement ensures that sample data sets that used a single index prior to the schema change
+    // have the same index name to avoid orphaned indices when uninstalling.
     return `opensearch_dashboards_sample_data_${sampleDataSetId}`;
   }
   return `opensearch_dashboards_sample_data_${sampleDataSetId}_${dataIndexId}`;
diff --git a/src/plugins/home/server/services/sample_data/lib/sample_dataset_registry_types.ts b/src/plugins/home/server/services/sample_data/lib/sample_dataset_registry_types.ts
index 625427265858..8d68cb93de91 100644
--- a/src/plugins/home/server/services/sample_data/lib/sample_dataset_registry_types.ts
+++ b/src/plugins/home/server/services/sample_data/lib/sample_dataset_registry_types.ts
@@ -71,12 +71,19 @@ export interface DataIndexSchema {
   // Set to true to move timestamp to current week, preserving day of week and time of day
   // Relative distance from timestamp to currentTimeMarker will not remain the same
   preserveDayOfWeekTimeOfDay: boolean;
+
+  // Optional indexName field, if added wouldn't all flow would use this name
+  // `createIndexName` wouldn't be used
+  indexName?: string;
 }
 
 export interface AppLinkSchema {
   path: string;
   icon: string;
   label: string;
+  // Alternative app path when new nav flag is enabled
+  newPath?: string;
+  appendDatasourceToPath?: boolean;
 }
 
 export interface SampleDatasetSchema<T = unknown> {
diff --git a/src/plugins/home/server/services/sample_data/lib/sample_dataset_schema.ts b/src/plugins/home/server/services/sample_data/lib/sample_dataset_schema.ts
index c202290f911a..6f56a960e458 100644
--- a/src/plugins/home/server/services/sample_data/lib/sample_dataset_schema.ts
+++ b/src/plugins/home/server/services/sample_data/lib/sample_dataset_schema.ts
@@ -55,12 +55,19 @@ const dataIndexSchema = Joi.object({
   // Set to true to move timestamp to current week, preserving day of week and time of day
   // Relative distance from timestamp to currentTimeMarker will not remain the same
   preserveDayOfWeekTimeOfDay: Joi.boolean().default(false),
+
+  // Optional indexName field, if added wouldn't all flow would use this name
+  // `createIndexName` wouldn't be used
+  indexName: Joi.string(),
 });
 
 const appLinkSchema = Joi.object({
   path: Joi.string().required(),
   label: Joi.string().required(),
   icon: Joi.string().required(),
+  // Alternative app path when new nav flag is enabled
+  newPath: Joi.string(),
+  appendDatasourceToPath: Joi.string(),
 });
 
 export const sampleDataSchema = {
diff --git a/src/plugins/home/server/services/sample_data/routes/install.ts b/src/plugins/home/server/services/sample_data/routes/install.ts
index 923a57479c3b..4f6d0ca563d6 100644
--- a/src/plugins/home/server/services/sample_data/routes/install.ts
+++ b/src/plugins/home/server/services/sample_data/routes/install.ts
@@ -30,18 +30,18 @@
 
 import { schema } from '@osd/config-schema';
 import { IRouter, LegacyCallAPIOptions, Logger } from 'src/core/server';
-import { getWorkspaceState } from '../../../../../../core/server/utils';
 import { SavedObjectsErrorHelpers } from '../../../../../../core/server';
-import { SampleDatasetSchema } from '../lib/sample_dataset_registry_types';
+import { getWorkspaceState } from '../../../../../../core/server/utils';
+import { getFinalSavedObjects, getNestedField, setNestedField } from '../data_sets/util';
 import { createIndexName } from '../lib/create_index_name';
+import { loadData } from '../lib/load_data';
+import { SampleDatasetSchema } from '../lib/sample_dataset_registry_types';
 import {
   dateToIso8601IgnoringTime,
   translateTimeRelativeToDifference,
   translateTimeRelativeToWeek,
 } from '../lib/translate_timestamp';
-import { loadData } from '../lib/load_data';
 import { SampleDataUsageTracker } from '../usage/usage';
-import { getFinalSavedObjects } from '../data_sets/util';
 
 const insertDataIntoIndex = (
   dataIndexConfig: any,
@@ -54,21 +54,20 @@ const insertDataIntoIndex = (
   ) => Promise<any>,
   logger: Logger
 ) => {
+  // Function to update timestamps
   function updateTimestamps(doc: any) {
     dataIndexConfig.timeFields
-      .filter((timeFieldName: string) => doc[timeFieldName])
+      .filter((timeFieldName: string) => getNestedField(doc, timeFieldName))
       .forEach((timeFieldName: string) => {
-        doc[timeFieldName] = dataIndexConfig.preserveDayOfWeekTimeOfDay
-          ? translateTimeRelativeToWeek(
-              doc[timeFieldName],
-              dataIndexConfig.currentTimeMarker,
-              nowReference
-            )
+        const timeValue = getNestedField(doc, timeFieldName);
+        const updatedTime = dataIndexConfig.preserveDayOfWeekTimeOfDay
+          ? translateTimeRelativeToWeek(timeValue, dataIndexConfig.currentTimeMarker, nowReference)
           : translateTimeRelativeToDifference(
-              doc[timeFieldName],
+              timeValue,
               dataIndexConfig.currentTimeMarker,
               nowReference
             );
+        setNestedField(doc, timeFieldName, updatedTime);
       });
     return doc;
   }
@@ -158,7 +157,8 @@ export function createInstallRoute(
 
       for (let i = 0; i < sampleDataset.dataIndices.length; i++) {
         const dataIndexConfig = sampleDataset.dataIndices[i];
-        const index = createIndexName(sampleDataset.id, dataIndexConfig.id);
+        const index =
+          dataIndexConfig.indexName ?? createIndexName(sampleDataset.id, dataIndexConfig.id);
 
         // clean up any old installation of dataset
         try {
diff --git a/src/plugins/home/server/services/sample_data/routes/list.ts b/src/plugins/home/server/services/sample_data/routes/list.ts
index 9a3f1acbead2..209e43d7f63b 100644
--- a/src/plugins/home/server/services/sample_data/routes/list.ts
+++ b/src/plugins/home/server/services/sample_data/routes/list.ts
@@ -28,11 +28,11 @@
  * under the License.
  */
 
-import { IRouter } from 'src/core/server';
 import { schema } from '@osd/config-schema';
+import { IRouter } from 'src/core/server';
 import { getWorkspaceState } from '../../../../../../core/server/utils';
-import { SampleDatasetSchema } from '../lib/sample_dataset_registry_types';
 import { createIndexName } from '../lib/create_index_name';
+import { SampleDatasetSchema } from '../lib/sample_dataset_registry_types';
 
 const NOT_INSTALLED = 'not_installed';
 const INSTALLED = 'installed';
@@ -61,16 +61,17 @@ export const createListRoute = (router: IRouter, sampleDatasets: SampleDatasetSc
           previewImagePath: sampleDataset.previewImagePath,
           darkPreviewImagePath: sampleDataset.darkPreviewImagePath,
           hasNewThemeImages: sampleDataset.hasNewThemeImages,
-          overviewDashboard: sampleDataset.getDataSourceIntegratedDashboard(
-            dataSourceId,
-            workspaceId
-          ),
+          overviewDashboard: sampleDataset.overviewDashboard
+            ? sampleDataset.getDataSourceIntegratedDashboard(dataSourceId, workspaceId)
+            : '',
           appLinks: sampleDataset.appLinks,
-          defaultIndex: sampleDataset.getDataSourceIntegratedDefaultIndex(
-            dataSourceId,
-            workspaceId
-          ),
-          dataIndices: sampleDataset.dataIndices.map(({ id }) => ({ id })),
+          defaultIndex: sampleDataset.defaultIndex
+            ? sampleDataset.getDataSourceIntegratedDefaultIndex(dataSourceId, workspaceId)
+            : '',
+          dataIndices: sampleDataset.dataIndices.map(({ id, indexName }) => ({
+            id,
+            indexName,
+          })),
           status: sampleDataset.status,
           statusMsg: sampleDataset.statusMsg,
         };
@@ -82,7 +83,8 @@ export const createListRoute = (router: IRouter, sampleDatasets: SampleDatasetSc
 
         for (let i = 0; i < sampleDataset.dataIndices.length; i++) {
           const dataIndexConfig = sampleDataset.dataIndices[i];
-          const index = createIndexName(sampleDataset.id, dataIndexConfig.id);
+          const index =
+            dataIndexConfig.indexName ?? createIndexName(sampleDataset.id, dataIndexConfig.id);
           try {
             const indexExists = await caller('indices.exists', { index });
 
@@ -105,19 +107,25 @@ export const createListRoute = (router: IRouter, sampleDatasets: SampleDatasetSc
             return;
           }
         }
-        try {
-          await context.core.savedObjects.client.get('dashboard', sampleDataset.overviewDashboard);
-        } catch (err) {
-          if (context.core.savedObjects.client.errors.isNotFoundError(err)) {
-            sampleDataset.status = NOT_INSTALLED;
+
+        // check dashboards only if a default dashboard is set
+        if (sampleDataset.overviewDashboard) {
+          try {
+            await context.core.savedObjects.client.get(
+              'dashboard',
+              sampleDataset.overviewDashboard
+            );
+          } catch (err) {
+            if (context.core.savedObjects.client.errors.isNotFoundError(err)) {
+              sampleDataset.status = NOT_INSTALLED;
+              return;
+            }
+
+            sampleDataset.status = UNKNOWN;
+            sampleDataset.statusMsg = err.message;
             return;
           }
-
-          sampleDataset.status = UNKNOWN;
-          sampleDataset.statusMsg = err.message;
-          return;
         }
-
         sampleDataset.status = INSTALLED;
       });
 
diff --git a/src/plugins/home/server/services/sample_data/routes/uninstall.ts b/src/plugins/home/server/services/sample_data/routes/uninstall.ts
index 472bc6bc4aad..3e4636c32486 100644
--- a/src/plugins/home/server/services/sample_data/routes/uninstall.ts
+++ b/src/plugins/home/server/services/sample_data/routes/uninstall.ts
@@ -32,10 +32,10 @@ import { schema } from '@osd/config-schema';
 import _ from 'lodash';
 import { IRouter } from 'src/core/server';
 import { getWorkspaceState } from '../../../../../../core/server/utils';
-import { SampleDatasetSchema } from '../lib/sample_dataset_registry_types';
+import { getFinalSavedObjects } from '../data_sets/util';
 import { createIndexName } from '../lib/create_index_name';
+import { SampleDatasetSchema } from '../lib/sample_dataset_registry_types';
 import { SampleDataUsageTracker } from '../usage/usage';
-import { getFinalSavedObjects } from '../data_sets/util';
 
 export function createUninstallRoute(
   router: IRouter,
@@ -68,7 +68,8 @@ export function createUninstallRoute(
 
       for (let i = 0; i < sampleDataset.dataIndices.length; i++) {
         const dataIndexConfig = sampleDataset.dataIndices[i];
-        const index = createIndexName(sampleDataset.id, dataIndexConfig.id);
+        const index =
+          dataIndexConfig.indexName ?? createIndexName(sampleDataset.id, dataIndexConfig.id);
 
         try {
           await caller('indices.delete', { index });
diff --git a/src/plugins/home/server/services/sample_data/sample_data_registry.ts b/src/plugins/home/server/services/sample_data/sample_data_registry.ts
index d90de532c339..4acbcb0c861d 100644
--- a/src/plugins/home/server/services/sample_data/sample_data_registry.ts
+++ b/src/plugins/home/server/services/sample_data/sample_data_registry.ts
@@ -29,25 +29,27 @@
  */
 
 import Joi from 'joi';
-import { CoreSetup, PluginInitializerContext } from 'src/core/server';
 import { SavedObject } from 'src/core/public';
+import { CoreSetup, PluginInitializerContext } from 'src/core/server';
 import {
-  SampleDatasetProvider,
-  SampleDatasetSchema,
   AppLinkSchema,
   SampleDatasetDashboardPanel,
+  SampleDatasetProvider,
+  SampleDatasetSchema,
 } from './lib/sample_dataset_registry_types';
 import { sampleDataSchema } from './lib/sample_dataset_schema';
 
-import { flightsSpecProvider, logsSpecProvider, ecommerceSpecProvider } from './data_sets';
-import { createListRoute, createInstallRoute } from './routes';
 import { UsageCollectionSetup } from '../../../../usage_collection/server';
-import { makeSampleDataUsageCollector, usage } from './usage';
+import { ecommerceSpecProvider, flightsSpecProvider, logsSpecProvider } from './data_sets';
+import { otelSpecProvider } from './data_sets/otel';
+import { createInstallRoute, createListRoute } from './routes';
 import { createUninstallRoute } from './routes/uninstall';
+import { makeSampleDataUsageCollector, usage } from './usage';
 
 const flightsSampleDataset = flightsSpecProvider();
 const logsSampleDataset = logsSpecProvider();
 const ecommerceSampleDataset = ecommerceSpecProvider();
+const otelSampleDataset = otelSpecProvider();
 
 export class SampleDataRegistry {
   constructor(private readonly initContext: PluginInitializerContext) {}
@@ -55,6 +57,7 @@ export class SampleDataRegistry {
     flightsSampleDataset,
     logsSampleDataset,
     ecommerceSampleDataset,
+    otelSampleDataset,
   ];
 
   public setup(core: CoreSetup, usageCollections: UsageCollectionSetup | undefined) {