Update quickstart to include dashboards (#6004)

Update quickstart and discover content for relevancy to current Dashboards 2.12

---------

Signed-off-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>

_dashboards/discover/index-discover.md

@@ -1,17 +1,17 @@
 ---
 layout: default
-title: Discover
+title: Analyzing data
 nav_order: 20
 has_children: true
+redirect_from: 
+  - /dashboards/discover/index-discover/
 ---
 
-# Discover
+# Analyzing data
 
-**Discover** is a tool for exploring your data in OpenSearch Dashboards. You can use **Discover** to visually represent your data on a dashboard and provide a high-level view of key metrics. 
+To analyze your data in OpenSearch and visualize key metrics, you can use the **Discover** application in OpenSearch Dashboards. An example of data analysis in **Discover** is shown in the following image. 
 
-The following image represents a typical **Discover** page using sample data.
-
-<img src="{{site.url}}{{site.baseurl}}/images/dashboards/discover-app.png" alt="Discover start screen" width="700">
+<img src="{{site.url}}{{site.baseurl}}/images/dashboards/discover.png" alt="A Discover default page" width="700">
 
 ## Getting started
 
@@ -19,70 +19,57 @@ In this tutorial, you'll learn about using **Discover** to:
 
 - Add data.
 - Interpret and visualize data.
-- Share the data findings.
+- Share data findings.
 - Set alerts.
 
-## Prerequisites
-
-The following are prerequisites for using **Discover**:
-
-- Install [OpenSearch Dashboards 2.10 or later](https://opensearch.org/downloads.html).
-- Add OpenSearch [sample data]({{site.url}}{{site.baseurl}}/dashboards/quickstart/) or import your own data into OpenSearch.
-- Have a foundational understanding of OpenSearch [documents and indexes]({{site.url}}{{site.baseurl}}/im-plugin/index/).   
-
-## Adding data
-
-Data must be added to OpenSearch before it can be analyzed. In this tutorial, you'll use the sample data. To learn about importing your own data, see [Managing indexes]({{site.url}}{{site.baseurl}}/im-plugin/index/).
-
-To add the sample data, follow these steps:
-
-1. On the OpenSearch Dashboards home page, choose **Add sample data**.
-2. Choose the desired sample data and select the **Add data** button. A screenshot of the **Add sample data** interface is shown in the following image.
-
-<img src="{{site.url}}{{site.baseurl}}/images/dashboards/add-sample.png" alt="Add sample data interface"  width="700">
+Before getting started, make sure you:
 
+- Install [OpenSearch Dashboards](https://opensearch.org/downloads.html).
+- Add sample data or import your own data into OpenSearch. Go to the [OpenSearch Dashboards quickstart guide]({{site.url}}{{site.baseurl}}/dashboards/quickstart/) to learn about adding sample datasets. Go to [Managing indexes]({{site.url}}{{site.baseurl}}/im-plugin/index/) to learn about importing your own data.
+- Have a foundational understanding of [OpenSearch documents and indexes]({{site.url}}{{site.baseurl}}/im-plugin/index/).
+  
 ## Defining the search
 
 To define a search, follow these steps:  
 
 1. On the OpenSearch Dashboards navigation menu, select **Discover**.
 2. Choose the data you want to work with. In this case, choose `opensearch_dashboards_sample_data_flights` from the upper-left dropdown menu. 
-3. Select the calendar icon ({::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/calendar-oui.png" class="inline-icon" alt="calendar icon"/>{:/}) to change the time range of your search and then select **Refresh**.
+3. Select the {::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/calendar-oui.png" class="inline-icon" alt="calendar icon"/>{:/} icon to change the time range of your search and then select **Refresh**.
 
-You'll see a view similar to the one in the following image. 
+The resulting view is shown in the following image.
 
 <img src="{{site.url}}{{site.baseurl}}/images/dashboards/define-search.png" alt="Discover interface showing search of flight sample data for Last 7 days"  width="700">
 
-## Adding data fields and viewing data details
+## Analyzing document tables
 
-The document table contains document data. Each row represents a single document, and each column contains a different document field representing metrics such as flight destination, average ticket price, and flight delay. You can add, delete, or modify data fields in a document table as needed to meet your data analysis requirements. 
+In OpenSearch, a document table stores unstructured data. In a document table, each row represents a single document, and each column contains document attributes. 
+
+To examine document attributes, follow these steps: 
+
+1. From the data table's left column, choose the {::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/inspect-icon.png" class="inline-icon" alt="inspect icon"/>{:/} icon to open the **Document Details** window. Select the {::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/minimize-icon.png" class="inline-icon" alt="minimize icon"/>{:/} icon to close the **Document Details** window.
+2. Examine the metadata. You can switch between the **Table** and **JSON** tabs to view the data in your preferred format. 
+3. Select **View surrounding documents** to view data for other log entries either preceding or following your current document or select **View single document** to view a particular log entry.
+
+The resulting view is shown in the following image.
+
+<img src="{{site.url}}{{site.baseurl}}/images/dashboards/doc-details.png" alt="Document attributes"  width="700">
 
 To add or delete fields in a document table, follow these steps:
 
-1. View the data fields listed under **Available fields** and select the plus icon ({::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/plus-icon.png" class="inline-icon" alt="plus icon"/>{:/}) to add the desired fields to the document table. The field will be automatically added to both **Selected fields** and the document table. For this example, choose the fields `Carrier`, `AvgTicketPrice`, and `Dest`.
-2. To arrange or sort the columns, select **Sort fields** > **Pick fields to sort by** and then drag and drop the fields in the order you want them to be ordered.
+1. View the data fields listed under **Available fields** and select the {::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/plus-icon.png" class="inline-icon" alt="plus icon"/>{:/} icon to add the desired fields to the document table. The field will be automatically added to both **Selected fields** and the document table. For this example, choose the fields `Carrier`, `AvgTicketPrice`, and `Dest`.
+2. Select **Sort fields** > **Pick fields to sort by**. Drag and drop the chosen fields in the desired sort order. 
 
-You'll see a view similar to the one in the following image.
+The resulting view is shown in the following image.
 
-<img src="{{site.url}}{{site.baseurl}}/images/dashboards/add-data-fields.png" alt="Discover interface showing adding and sorting data fields"  width="700">
+<img src="{{site.url}}{{site.baseurl}}/images/dashboards/add-data-fields.png" alt="Adding and deleting data fields"  width="700">
 
-You can view individual or multiple fields in the document table. To gather information about the data in the document table, follow these steps: 
-
-1. From the data table's left-side column, choose the inspect icon ({::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/inspect-icon.png" class="inline-icon" alt="inspect icon"/>{:/}) to open the **Document Details** window. Select the minimize icon ({::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/minimize-icon.png" class="inline-icon" alt="minimize icon"/>{:/}) to close the **Document Details** window.
-2. Review the data details. You can switch between the **Table** and **JSON** tabs to view the data in your preferred format. 
-3. Select **View surrounding documents** to view data for other log entries either preceding or following your current document or select **View single document** to view a particular log entry.
-
-You'll see a view similar to the one in the following image.
-
-<img src="{{site.url}}{{site.baseurl}}/images/dashboards/doc-details.png" alt="Document details interface"  width="700">
-
-## Searching the data
+## Searching data
 
 You can use the search toolbar to enter a [DQL]({{site.url}}{{site.baseurl}}/dashboards/discover/dql/) or [query string]({{site.url}}{{site.baseurl}}/query-dsl/full-text/query-string/) query. The search toolbar is best for basic queries; for full query and filter capability, use [query domain-specific language (DSL)]({{site.url}}{{site.baseurl}}/query-dsl/index/) in the [Dev Tools console]({{site.url}}{{site.baseurl}}/dashboards/dev-tools/index-dev/).
 
 For more information, see [Discover and Dashboard search toolbar]({{site.url}}{{site.baseurl}}/dashboards/index/#discover-and-dashboard-search-bar).
 
-## Filtering the data
+## Filtering data
 
 Filters allow you to narrow the results of a query by specifying certain criteria. You can filter by field, value, or range. The **Add filter** pop-up suggests the available fields and operators.
 
@@ -91,33 +78,36 @@ To filter your data, follow these steps:
 1. Under the DQL search bar, choose **Add filter**.
 2. Select the desired options from the **Field**, **Operator**, and **Value** dropdown lists. For example, select `Cancelled`, `is`, and `true`.
 3. Choose **Save**.
-4. To remove the filter, choose the cross icon ({::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/cross-icon.png" class="inline-icon" alt="cross icon"/>{:/}) next to the filter name.
-5. Add more filters to further explore the data.  
+4. To remove a filter, choose the {::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/cross-icon.png" class="inline-icon" alt="cross icon"/>{:/} icon to the right of the filter name.
+
+The resulting view is shown in the following image.
+
+<img src="{{site.url}}{{site.baseurl}}/images/dashboards/discover-filter.png" alt="Visualize data findings interface" width="700"/>
 
 ## Saving a search
 
 To save your search, including the query text, filters, and current data view, follow these steps:  
 
-1. Select **Save** in the upper-right corner. 
-2. Give the search a title, and then choose **Save**. 
-3. Select **Open** to access the saved search. 
+1. Select **Save** on the upper-right toolbar. 
+2. Add a title, and then choose **Save**. 
+3. Select **Open** on the upper-right toolbar to access your saved searches. 
 
-## Creating data visualizations through Discover
+## Visualizing data findings
 
-To create visualizations of the data findings using the **Discover** app, follow these steps:
+To visualize your data findings, follow these steps:
 
-1. Select the inspect icon ({::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/inspect-icon.png" class="inline-icon" alt="inspect icon"/>{:/}) next to the field you want to visualize. 
+1. Select the {::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/inspect-icon.png" class="inline-icon" alt="inspect icon"/>{:/} icon to the right of the field you want to visualize. 
 
-   You'll see a view similar to the following image.
+   The resulting view is shown in the following image.
    
    <img src="{{site.url}}{{site.baseurl}}/images/dashboards/visualize-discover.png" alt="Visualize data findings interface" width="700"/>
 
-2. Select the **Visualize** button. The **Visualize** app opens and a visualization is displayed. Learn more about the **Visualize** app and data visualizations in [Building data visualizations]({{site.url}}{{site.baseurl}}/dashboards/visualize/viz-index/). 
+2. Select the **Visualize** button. When the **Visualize** application is launched, a visualization appears. 
 
-   You'll see a view similar to the following image.
+   The resulting view is shown in the following image.
 
    <img src="{{site.url}}{{site.baseurl}}/images/dashboards/visualization-flight.png" alt="Data visualization of flight sample data field destination" width="700"/>
 
 ## Setting alerts
 
-You can set alerts to notify you when your data changes beyond the thresholds you define. To learn more about using **Discover** to create and manage alerts, see [Alerting dashboards and visualizations]({{site.url}}{{site.baseurl}}/observing-your-data/alerting/dashboards-alerting/).
+Set alerts to notify you when your data exceeds your specified thresholds. Go to [Alerting dashboards and visualizations]({{site.url}}{{site.baseurl}}/observing-your-data/alerting/dashboards-alerting/) to learn about creating and managing alerts.

_dashboards/discover/time-filter.md

@@ -1,10 +1,11 @@
 ---
 layout: default
 title: Time filter
-parent: Discover
+parent: Analyzing data
 nav_order: 20
 redirect_from:
   - /dashboards/get-started/time-filter/
+  -/dashboards/discover/time-filter/
 ---
 
 # Time filter
@@ -16,7 +17,7 @@ The default time range is **Last 15 minutes**. You can change the time range at
 
 To change the time range at the dashboard level, follow these steps:
 
-1. From an OpenSearch Dashboards application (Discover, Dashboards, or Visualize), select the calendar icon ({::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/calendar-icon.png" class="inline-icon" alt="calendar icon"/>{:/}) on the right of the search bar.
+1. From an OpenSearch Dashboards application (Discover, Dashboards, or Visualize), select the {::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/calendar-icon.png" class="inline-icon" alt="calendar icon"/>{:/} icon on the right of the search bar.
 2. Select one of the time filter options, as shown in the following image:
    - **Quick select:** Choose a time based on the last or next number of seconds, minutes, hours, days, or another time unit. 
    - **Commonly used:** Choose a common time range like **Today**, **Last 7 days**, or **Last 30 days**. 

_dashboards/quickstart.md

@@ -1,120 +1,118 @@
 ---
 layout: default
-title: Quickstart guide
+title: OpenSearch Dashboards quickstart guide
 nav_order: 2
 has_children: false
 redirect_from:
    - /dashboards/quickstart-dashboards/
 ---
 
-# Quickstart guide
+# OpenSearch Dashboards quickstart guide
 
-This quickstart guide covers the core concepts that you need to understand to get started with OpenSearch Dashboards. You'll learn how to:
+This quickstart guide provides tutorials on using OpenSearch Dashboards applications and tools. You can use these tutorials, either in your own environment or on [OpenSearch Playground](https://playground.opensearch.org/app/home#/), to learn the following fundamental concepts:
 
-- Add sample data.
-- Explore and inspect data.
-- Visualize data.
+- **Adding sample data:** Use preloaded visualizations, dashboards, and other tools to explore OpenSearch Dashboards before adding your own data.
+- **Using the Discover application:** Analyze your data to gain insights.
+- **Using the Dashboards application:** Create and store data visualizations.
+- **Turning dark mode on or off:** Change the Dashboards theme.
 
-Here's a glance at the view you see when you open the **Dashboard** or **Discover** tool.
+To dock or undock the navigation pane, select the {::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/menu-icon.png" class="inline-icon" alt="menu icon"/>{:/} icon and then **Dock navigation** or **Undock navigation**. The OpenSearch Dashboards home page is shown in the following image.  
 
-<img src="{{site.url}}{{site.baseurl}}/images/dashboards/new-look.png" alt="Light and dark mode UI on Discover and Dashboard tools' home page" width="700">
+<img src="{{site.url}}{{site.baseurl}}/images/dashboards/opensearch-dashboards-home.png" alt="OpenSearch Dashboards home page" width="700">
 
 {::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/alert-icon.png" class="inline-icon" alt="alert icon"/>{:/} **Note**<br>Before you get started, make sure you've installed OpenSearch and OpenSearch Dashboards. For information about installation and configuration, see [Install and configure OpenSearch]({{site.url}}{{site.baseurl}}/install-and-configure/install-opensearch/index/) and [Install and configure OpenSearch Dashboards]({{site.url}}{{site.baseurl}}/install-and-configure/install-dashboards/index/).
 {: .note}
 
 ## Adding sample data
 
-Sample datasets come with visualizations, dashboards, and other tools to help you explore Dashboards before you add your own data. To add sample data, perform the following steps:
+The following tutorials use the [**Sample flight data**](https://playground.opensearch.org/app/home#/tutorial_directory) dataset.
+{: .note}
 
-1. Verify access to OpenSearch Dashboards by connecting to [http://localhost:5601](http://localhost:5601) from a browser. The default username and password are `admin`.
-1. On the OpenSearch Dashboards **Home** page, choose **Add sample data**.
-2. Choose **Add data** to add the datasets, as shown in the following image.
+To add sample data, follow these steps:
 
-    <img src="{{site.url}}{{site.baseurl}}/images/dashboards/add-sample-data.png" alt="Sample datasets" width="700">
+1. On the OpenSearch Dashboards **Home** page, choose **Add sample data**. Alternatively, choose **Add data** on the upper-right toolbar.
+2. On the **Add sample data** page, choose the dataset(s) you want to add to Dashboards. The following image shows the available sample datasets.
 
-## Exploring and inspecting data
+<img src="{{site.url}}{{site.baseurl}}/images/dashboards/add-sample-data-2.png" alt="Adding sample data window" width="700">
 
-In [**Discover**]({{site.url}}{{site.baseurl}}/dashboards/discover/index-discover/), you can: 
+## Using the Discover application 
 
-- Choose data to explore, set a time range for that data, search it using [Dashboards Query Language (DQL)]({{site.url}}{{site.baseurl}}/dashboards/dql/), and filter the results.
-- Explore the data, view individual documents, and create tables summarizing the data.
-- Visualize your findings.
+With [**Discover**]({{site.url}}{{site.baseurl}}/dashboards/discover/index-discover/), you can: 
 
-### Try it: Getting familiar with Discover
+- Choose data for analysis, set a time range for that data, search it using [Dashboards Query Language (DQL)]({{site.url}}{{site.baseurl}}/dashboards/dql/), and filter the results.
+- Analyze your data by querying and filtering, viewing results in a table, and examining documents.
+- Create histograms to display the distribution of your data.
 
-1. On the OpenSearch Dashboards **Home** page, choose **Discover**.
-1. Change the [time filter]({{site.url}}{{site.baseurl}}/dashboards/discover/time-filter/) to **Last 7 days**, as shown in the following image.
+Follow these steps to use the Discover tool:
 
-    <img src="{{site.url}}{{site.baseurl}}/images/last-7--days.png" alt="Time filter interface" width="250"/>
+1. From the OpenSearch Dashboards navigation menu, choose **Discover**. 
+2. On the **Discover** page, choose the index pattern `opensearch_dashboards_sample_data_flights` from the dropdown menu on the upper left. 
+3. Select the {::nomarkdown}<img src="{{site.url}}{{site.baseurl}}/images/icons/calendar-oui.png" class="inline-icon" alt="calendar icon"/>{:/} icon to change the [time filter]({{site.url}}{{site.baseurl}}/dashboards/discover/time-filter/) from the default of **Last 15 minutes** to **Last 7 days**.
+4. In the DQL search bar, enter `FlightDelay:true AND DestCountry: US AND FlightDelayMin >= 60` and select **Update**. Results are shown for US-bound flights delayed by 60 minutes or more.
+5. Filter data by selecting **Add filter** from the DQL search bar and then selecting a **Field**, **Operator**, and **Value** from the dropdown lists in the **Edit Filter** pop-up window. For example, select `FlightDelayType`, **is**, and **Weather Delay**.
 
-2. Search using the DQL query `FlightDelay:true AND DestCountry: US AND FlightDelayMin >= 60` and then choose **Update**. You should see results for US-bound flights delayed by 60 minutes or more, as shown in the following image.
-   
-    <img src="{{site.url}}{{site.baseurl}}/images/dashboards/dql-search-field.png" alt="DQL search field example" width="700"/>
+The resulting view is shown in the following image.
 
-3. To filter data, choose **Add filter** and then select an **Available field**. For example, select `FlightDelayType`, **is**, and **Weather delay** from the **Field**, **Operator**, and **Value** dropdown lists, as shown in the following image.
+<img src="{{site.url}}{{site.baseurl}}/images/dashboards/opensearch-dashboards-discover.png" alt="Discover output of steps 1 through 6" width="700">
 
-    <img src="{{site.url}}{{site.baseurl}}/images/dashboards/filter-data-discover.png" alt="Filter data by FlightDelayType field" width="250"/>
+## Using the Dashboards application
 
-## Visualizing data
-
-Raw data can be difficult to comprehend and use. Data visualizations help you prepare and present data in a visual form. In **Dashboard** you can:
+With **Dashboards**, you can:
 
 - Display data in a single view.
 - Build dynamic dashboards.
 - Create and share reports.
 - Embed analytics to differentiate your applications.
 
-### Try it: Getting familiar with Dashboard
+The **Dashboards** application creates and stores visualizations generated from your data. Follow these steps to use the application:
 
-1. On the OpenSearch Dashboards **Home** page, choose **Dashboard**.
-1. Choose **[Flights] Global Flight Data** in the **Dashboards** window, as shown in the following image.
+1. On the OpenSearch Dashboards **Home** page, choose **Dashboards**. A list of dashboards generated from the sample data appears.
+2. In the search toolbar, search for and select **[Flights] Global Flight Dashboard**. You'll see a dashboard preloaded with visualizations, including charts, maps, and data tables. 
+3. To add other panels to the dashboard, select the **Edit** button and then choose **Add** from the toolbar. The **Add panels** window opens. 
+4. In the search toolbar in the **Add panels** window, search for and select the existing panel **[Flights] Delay Buckets**. A pop-up message confirms that you've added the panel.
+5. Select close `x` to exit the **Add panels** window.
+6. The newly added panel is now displayed on the dashboard.
 
-    <img src="{{site.url}}{{site.baseurl}}/images/dashboards/dashboard-flight-quickstart.png" alt="Data visualization dashboard" width="700"/>
+The resulting view is shown in the following image.
 
-1. To add panels to the dashboard, choose **Edit** and then **Add** from the toolbar.
-1. In the **Add panels** window, choose the existing panel **[Flights] Delay Buckets**. You'll see a pop-up window on the lower right confirming that you've added the panel.
-1. Select `x` to close the **Add panels** window.
-1. View the added panel **[Flights] Delay Buckets**, which is added as the last panel on the dashboard, as shown in the following image.
+<img src="{{site.url}}{{site.baseurl}}/images/dashboards/add-panel2.png" alt="Add panel tutorial screen view" width="700">
 
-    <img src="{{site.url}}{{site.baseurl}}/images/dashboards/add-panel.png" alt="Add panel to dashboard" width="700"/>
+For information about using a specific data visualization type, such as VisBuilder, go to [Building data visualizations]({{site.url}}{{site.baseurl}}/dashboards/visualize/viz-index/). For information about using dashboards and visualizations in **Observability**, go to [Observability]({{site.url}}{{site.baseurl}}/observing-your-data/).
+{: .note}
 
-### Try it: Creating a visualization panel
+### Interacting with data using dashboards
 
-Continuing with the preceding dashboard, you'll create a bar chart comparing the number of canceled flights and delayed flights to delay type and then add the panel to the dashboard:
+Interactive dashboards allow you to analyze data in more depth and filter it in several ways. With **Dashboards**, you can use dashboard-level filters to directly interact with data.
 
-1. Change the default [time range]({{site.url}}{{site.baseurl}}/dashboards/discover/time-filter/) from **24 hours** to **Last 7 days**. 
-1. In the toolbar, choose **Edit**, then **Create new**.
-1. Select **VisBuilder** in the **New Visualizations** window.
-1. In the **Data Source** dropdown list, choose `opensearch_dashboards_sample_data_flights`.
-1. Drag the fields **Cancelled** and **FlightDelay** to the y-axis column.
-1. Drag the field **FlightDelayType** to the x-axis column.
-1. Choose **Save** and name the visualization in the **Title** field.
-2. Choose **Save and return**. The following bar chart is added as the last panel on the dashboard, as shown in the following image.
-
-<img src="{{site.url}}{{site.baseurl}}/images/dashboards/viz-panel-quickstart.png" alt="Creating a visualization panel" width="700"/>
-
-## Interacting with data
-
-Interactive dashboards allow you analyze data in more depth and filter it in several ways. In Dashboards, you can interact directly with data on a dashboard by using dashboard-level filters. For example, continuing with the preceding dashboard, you can filter to show delays and cancellations for a specific airline.
-
-### Try it: Interacting with the sample flight data
+Using the **[Flights] Global Flight Dashboard** dashboard, follow these steps to further analyze and filter the sample flight data:
 
 1. On the **[Flights] Airline Carrier** panel, choose **OpenSearch-Air**. The dashboard updates automatically.
-1. Choose **Save** to save the customized dashboard.
+2. Choose **Save** to save the dashboard.
 
-Alternatively, you can apply filters using the dashboard toolbar:
+Alternatively, you can use the dashboard toolbar to apply filters by following these steps:
 
 1. In the dashboard toolbar, choose **Add filter**.
-1. From the **Field**, **Operator**, and **Value** dropdown lists, choose **Carrier**, **is**, and **OpenSearch-Air**, respectively, as shown in the following image.
+2. From the **Field**, **Operator**, and **Value** dropdown lists, choose **Carrier**, **is**, and **OpenSearch-Air**, respectively, as shown in the following image.
+3. Choose **Save**. The dashboard updates automatically.
 
-    <img src="{{site.url}}{{site.baseurl}}/images/edit-filter.png" alt="Edit field interface" width="400"/>
+The resulting view is shown in the following image.
 
-1. Choose **Save**. The dashboard updates automatically, and the result is the dashboard shown in the following image.
+<img src="{{site.url}}{{site.baseurl}}//images/<insert image>" alt="Screenshot of Dashboard tutorial panel view" width="700">
 
-  <img src="{{site.url}}{{site.baseurl}}/images/interact-filter-dashboard.png" alt="Dashboard view after applying Carrier filter" width="700"/>
+## Turning dark mode on or off
+
+Changing the Dashboards theme requires admin permissions. If you are an admin, follow these steps:
+
+1. Navigate to **Management** > **Dashboards Management** > **Advanced Settings**.
+2. Scroll down to the **Appearance** section and locate the **Dark mode** option.
+3. Use the toggle switch to turn dark mode on or off for all users of your Dashboards instance, as shown in the image following these steps.
+4. Select the **Save changes** button and then the **Reload** button. The updated theme is applied immediately.
+
+<img src="{{site.url}}{{site.baseurl}}/images/dashboards/dark-mode.png" alt="Dark mode view" width="700">
 
 ## Next steps
 
-- **Visualize data**. To learn more about data visualizations in OpenSearch Dashboards, see [**Building data visualizations**]({{site.url}}{{site.baseurl}}/dashboards/visualize/viz-index/).
-- **Create dashboards**. To learn more about creating dashboards in OpenSearch Dashboards, see [**Creating dashboards**]({{site.url}}{{site.baseurl}}/dashboards/quickstart-dashboards/).
-- **Explore data**. To learn more about exploring data in OpenSearch Dashboards, see [**Exploring data**]({{site.url}}{{site.baseurl}}/dashboards/discover/index-discover/). 
+- Go to [Building data visualizations]({{site.url}}{{site.baseurl}}/dashboards/visualize/viz-index/) to learn more about Dashboards data visualizations.
+- Go to [Creating dashboards]({{site.url}}{{site.baseurl}}/dashboards/quickstart-dashboards/) to learn more about creating dashboards.
+- Go to [Analyzing data]({{site.url}}{{site.baseurl}}/dashboards/discover/index-discover/) to learn more about using Dashboards to analyze data. 
+- Go to [Ingest APIs]({{site.url}}{{site.baseurl}}/api-reference/ingest-apis/index/) and [Ingest pipelines]({{site.url}}{{site.baseurl}}/ingest-pipelines/) to learn more about using OpenSearch for data ingestion.