# Sample assets
URL: https://docs.datarobot.com/en/docs/get-started/day0/sample-assets.html

> Learn DataRobot faster using these samples. In some cases, full tutorials using these assets are available for you to follow step-by-step.

# Sample assets

Learn DataRobot faster using these sample datasets. In some cases, full tutorials using these assets are available, allowing you to try it yourself, step-by-step. Datasets are organized by problem type.

## Generative

| Name | Description | Usage | Asset link(s) | Learn more |
| --- | --- | --- | --- | --- |
| Space station research | A ZIP file of space station research papers and a CSV of evaluation prompts. | Retrieval augmented generation (RAG) | Download .zip | VideoWalkthrough |
| Medical Research Abstracts | A ZIP file containing individual text files. Each text file is the abstract of a medical research paper. | RAG | Download .zip | AI Accelerator |
| Technical Documentation | A ZIP file containing the technical documentation for DataRobot as of late 2023. | RAG | Download .zip | Walkthrough |
| Kaggle "Wikipedia Movie Plots" | Several ZIP files, roughly 600 small text files each, containing movie plot summaries for some American, Japanese, and Indian movies from 1915 to 2017. | Build your own vector databases and LLM blueprints | Download dramas .zip Download random .zip Download romances .zip Download comedies .zip | Video walkthrough |

## Time series

| Name | Description | Usage | Features | Asset link(s) | Learn more |
| --- | --- | --- | --- | --- | --- |
| Car Sales, GUI and Code | The monthly sales volume for many vehicle makes and models with additional contextual variables. | Multiseries, multivariate time series | Numeric | Short and fuller versions of data; a Python notebook | VideoWalkthrough |
| Demand forecasting by SKU by store | Weekly units sold by store and SKU for 50 categorized products | SKU-level demand forecasting | Numeric, categorical | Training FileScoring File Calendar File | AI Accelerator |

## Regression

| Name | Description | Usage | Features | Asset link(s) | Learn more |
| --- | --- | --- | --- | --- | --- |
| Fuel Efficiency | Predict the miles per gallon (MPG) based on other vehicle attributes. | Regression | Numeric | Training Data | API quickstart |
| Wine Quality | Predict the quality score for white wines based on chemical composition. | Regression | Numeric | Training Data Scoring File | — |
| Developer Salaries | Predict developer salaries based on the Stack Overflow Developer Survey 2019. | Regression | Numeric, categorical, text | Training Data | — |

## Classification

| Name | Description | Usage | Features | Asset link(s) | Learn more |
| --- | --- | --- | --- | --- | --- |
| Hospital Readmissions | Predict whether a patient will be 'readmitted' to the hospital after being discharged. | Binary classification | Numeric, categorical, text | Training Data | Walkthrough |
| Loan Default | Predict whether a loan 'is_bad' based on information provided on an application. | Binary classification | Numeric, categorical, text | Training Data Scoring File | Walkthrough |
| Flight Delays | Predict whether an airline departure will be delayed by 30 minutes or more. | Binary classification | Numeric, categorical | Training Scoring | AI Accelerator |

## Multiclass / multilabel classification

These projects can only be completed in DataRobot Classic.

| Name | Description | Usage | Features | Asset link(s) | Learn more |
| --- | --- | --- | --- | --- | --- |
| Plant Disease | A ZIP file with several hundred images of plant leaves, organized into folders by disease class. | Multiclass | Images | Download | — |
| Apparel Multilabel | Pictures of clothing which fit into multiple categories (for example, 'blue' and 'dress'). | Multilabel | Images | Download | — |

---
