Datasets¶
The Datasets tab lists all datasets currently linked to the selected Use Case by you and other team members. To access this tab, open a Use Case and click Datasets.
From this tab, you can:
| Element | Description | |
|---|---|---|
1 |
Add new | Add a dataset, experiment, or notebook to your Use Case, or create a new Use Case. |
2 |
Search | Search for a specific dataset. |
3 |
Sort | Sort the dataset columns. |
4 |
More options | Click More options to interact with a dataset:
|
View Exploratory Data Insights¶
While a dataset is being registered in Workbench, DataRobot also performs EDA1—analyzing and profiling every feature to detect feature types, automatically transform date-type features, and assess feature quality. Once registration is complete, you can explore the information uncovered while computing EDA1.
To view Exploratory Data Insights:
- In a Use Case, navigate to the Datasets tab.
-
Click the More options icon next to the dataset you want to view and select Explore. Alternatively, click the dataset name to view its insights.
-
For each feature in the dataset, DataRobot displays various feature details, including a histogram and summary statistics.
-
To drill down into a specific feature, click its histogram chart along the top.
Next steps¶
From here, you can:
- Add more data.
- Perform data wrangling for datasets added via a data connection.
- Use the dataset to set up an experiment and start modeling.