Visualize Google Translate Data in Tableau
The CData ODBC Driver for Google Translate enables you to access live Google Translate data in business intelligence tools like Tableau. In this article, you will integrate Google Translate data into a dashboard that reflects changes to Google Translate data in real time.
The CData ODBC drivers offer unmatched performance for interacting with live Google Translate data in Tableau due to optimized data processing built into the driver. When you issue complex SQL queries from Tableau to Google Translate, the driver pushes supported SQL operations, like filters and aggregations, directly to Google Translate and utilizes the embedded SQL engine to process unsupported operations (often SQL functions and JOIN operations) client-side. With built-in dynamic metadata querying, you can visualize and analyze Google Translate data using native Tableau data types.
Connect to Google Translate as an ODBC Data Source
If you have not already, first specify connection properties in an ODBC DSN (data source name). This is the last step of the driver installation. You can use the Microsoft ODBC Data Source Administrator to create and configure ODBC DSNs.
Authentication
Google Cloud Translation API requires OAuth 2.0 authentication to ensure secure access to translation services, datasets, glossaries, and adaptive MT resources. This authentication method allows you to securely connect to your Google Cloud project and manage translation resources with proper authorization.
OAuth 2.0 Setup and Configuration
Step 1: Create Google Cloud Project and Enable API
To set up OAuth authentication:
- Visit the Google Cloud Console
- Create a new project or select an existing project
- Note down your Project ID (required for all API calls)
- Navigate to "APIs & Services" > "Library"
- Search for and enable the "Cloud Translation API"
- Go to "APIs & Services" > "Credentials"
- Click "Create Credentials" and select "OAuth Client ID"
- Configure the OAuth consent screen if prompted
- Select "Desktop application" or "Web application" as appropriate
- Set the authorized redirect URI (CallbackURL)
- Copy the Client ID and Client Secret for use in your connection
Required Connection Properties
- AuthScheme: Set this to OAuth (required)
- OAuthClientId: Client ID from Google Cloud Console (required)
- OAuthClientSecret: Client secret from Google Cloud Console (required)
- CallbackURL: Redirect URI specified in your OAuth application (required)
- InitiateOAuth: Set to GETANDREFRESH for automatic token management (recommended)
- ProjectId: Your Google Cloud project ID or project number (required for queries)
Required OAuth Scopes
The Google Cloud Translation API Profile requires the following OAuth scope:
- https://www.googleapis.com/auth/cloud-translation - Full access to Cloud Translation API resources including translation, datasets, glossaries, and adaptive MT
When you configure the DSN, you may also want to set the Max Rows connection property. This will limit the number of rows returned, which is especially helpful for improving performance when designing reports and visualizations.
Add Google Translate Data to a Dashboard
- Click Connect to Data -> More Servers -> Other Databases (ODBC).
Select the CData Data Source Name (for example: CData API Source). - In the Database menu, select CData.
- In the Table box, enter a table name or click New Custom SQL to enter an SQL query. This article retrieves the SupportedLanguages table.
- Drag the table onto the join area. At this point, you can include multiple tables, leveraging the built-in SQL engine to process complex data requests.
- In the Connection menu, select the Live option, so that you skip loading a copy of the data into Tableau and instead work on real-time data. The optimized data processing native to CData ODBC drivers enables unmatched performance in live connectivity.
- Click the tab for your worksheet. Columns are listed as Dimensions and Measures, depending on the data type. The CData driver discovers data types automatically, allowing you to leverage the powerful data processing and visualization features of Tableau.
- Drop the LanguageCode column in the Dimensions pane onto the dashboard. When you select dimensions, Tableau builds a query to the driver. The results are grouped based on that dimension. In Tableau, the raw query is automatically modified as you select dimensions and measures.
Drag the DisplayName column in the Measures field onto the Detail and Color buttons. Tableau executes the following query:
SELECT LanguageCode, SUM(DisplayName) FROM SupportedLanguages GROUP BY LanguageCode
When you select a measure, Tableau executes a command to the driver to calculate a summary function, such as SUM, AVG, etc., on the grouped values. The SQL engine (embedded within the driver) is leveraged to process the aggregation of the data, where needed, providing a seamless experience in Tableau, regardless of the data source.
To change the summary function, open the DisplayName menu and select the summary you want in the Measure command.
You can create other charts using dimensions and measures to build SQL queries visually:
With the CData ODBC Driver for Google Translate, you get live connectivity to your Google Translate data, allowing you to build real-time charts, graphs, and more.