Add data¶
Adding data before setting up an experiment gives you the chance to explore and prepare the dataset prior to modeling.
This section covers the following methods to add data:
| Topic | Description |
|---|---|
| Local file | Browse and upload a file from your local file system. |
| Data connection | Connect to and add data from an external data source. |
| Data Registry | Add any static or snapshot datasets you currently have access to in the AI Catalog. |
| URL | Adds a snapshot of the full dataset specified in the URL. |
Dataset formatting
To avoid introducing unexpected line breaks or incorrectly separated fields during data import, if a dataset includes non-numeric data containing special characters—such as newlines, carriage returns, double quotes, commas, or other field separators—ensure that those instances of non-numeric data are wrapped in quotes ("). Properly quoting non-numeric data is particularly important when the preview feature "Enable Minimal CSV Quoting" is enabled.
You can add data to a Use Case from any tab by clicking the arrow to the right of Add. Then, select Data and choose an import method.
From the Data tab, you have several options to import or link data to a Use Case:
| Element | Description | |
|---|---|---|
| 1 | Add data | Opens the Browse data modal where you can browse the Data Registry and your external connections to select and add multiple datasets to your Use Case. |
| 2 | Drag-and-drop | Drag-and-drop one or more datasets within the dotted lines to add them to the Use Case. See the accepted formats listed above View dataset requirements. |
| 3 | Browse data | Opens the Browse data modal where you can browse the Data Registry and your external connections to select and add multiple datasets to your Use Case. This is the same action as clicking Add data, above. |
| 4 | Upload file | Allows you to upload one or more files from your local file system without opening the Browse data modal. |
| 5 | Add from URL | Allows you to add data using a URL without opening the Browse data modal. |
| 6 | View dataset requirements | Opens a window that summarizes the dataset upload requirements at DataRobot. It is recommended that you review these requirements before adding data. |
Once you've added data, the Data tab displays dataset information, including the data source, row count, feature count, and size.
