Assets

The Assets section provides a centralized view of all data sources connected to Datachecks. It allows you to explore assets, schemas, tables, and columns in a structured way.

Each workspace has its own Asset View. When you add a data source, its data quality analysis remains separate from other workspaces. This allows different teams to track what matters to them without cluttering or interfering with other analyses.

Navigating the Assets

When you land on the Asset page, you'll see a list of all data sources connected to Datachecks.

Datasource Overview

Here you'll see a detailed table displaying:

You also have the option to rescan the data source. Use the search bar above the list to quickly find connected datasources. Click on a specific data source to explore its datasets.

Dataset Overview

Here you'll see a detailed table displaying:

You can use the search bar above the list to quickly find datasets. To filter datasets by domain, click on the Domains button and select the specific domains you want to view.

When you click on a specific dataset, you can see several tabs. These tabs display data quality insights and configuration tools related to the selected dataset

Table Overview

The Overview tab provides a high-level summary of a specific table within a data source. This section includes:

• General Information – Displays metadata such as database name, schema, table name, origin, interactivity, and description
• Health Score – A visual representation of data quality metrics, including reliability, uniqueness, completeness, distributions, custom checks, and validity.
• Number of Rows – A record of row trends over time.
• Validation Summary – An overview of the validation rules applied to the table, along with their status.

This helps users quickly assess the health and structure of a table within a connected data source.

Validations

The Validation tab provides a list of all validation rules applied at the table and column levels. You can create new validation rules, add existing validations to collections for better organization, and search for specific validations using the search bar above the list. You can also filter validations by status using the options on the right-hand side.

Validation Suggestions

When you add a new datasource, Datachecks profile your data and analyzes its structure to suggest relevant validations. In the Validation Suggestions tab, you can review these recommendations and choose to enable or reject them. For more information, see Validation Suggestions.

Alerts

The Alerts tab provides an overview of all triggered alerts related to data quality issues within a selected table or column. These alerts help you quickly identify anomalies, validation failures, and unexpected changes in your datasets.

Here you can see overview of alerts which displays the total number of alerts over a selected time range, along with a graphical representation of alert trends. Below that you can find individual alert details table which includes alert ID, alert group, total alerts, and timestamps for when the issue was first and last detected.

You can filter alerts by their status, datasource, and validation to focus on critical issues and take necessary actions efficiently.

Configuration

In the Config tab, you can:

• Select a domain through Domain Settings, which will be grouped in your Dashboard Progress Breakdown. You can add a domain from Settings > Workspace > Domains.
• Add a description, which will be displayed under General Information in the Overview tab.
• Create Window to segment and monitor validation results over specific timeframes.

Creating a New Window

To create a lookback window, click Add Window and a configuration pop-up will appear where you can enter the Workspace Name and select a Window Type.

Datachecks supports two types of windows: Global & Tumbling.

For more information, see Window Types.