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# Data Science

Data specification generation, Jupyter notebooks, and Streamlit dashboards

## Overview

Generate data specifications, Jupyter notebooks, and Streamlit dashboards from natural language descriptions. This collection includes specialized agents for data science workflows in Python.

This collection includes agents for:

- **Data Specification Generation** — Create structured data schemas and specifications from requirements
- **Jupyter Notebook Generation** — Build data analysis notebooks with visualizations and documentation
- **Streamlit Dashboard Generation** — Create interactive dashboards from data sources
- **Dashboard Testing** — Comprehensive test suites for Streamlit applications

## Install

```bash
copilot plugin install data-science@hve-core
```

## Agents

| Agent                    | Description                                                                                                                                                                    |
|--------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| gen-data-spec            | Generate comprehensive data dictionaries, machine-readable data profiles, and objective summaries for downstream analysis (EDA notebooks, dashboards) through guided discovery |
| gen-jupyter-notebook     | Create structured exploratory data analysis Jupyter notebooks from available data sources and generated data dictionaries                                                      |
| gen-streamlit-dashboard  | Develop a multi-page Streamlit dashboard                                                                                                                                       |
| test-streamlit-dashboard | Automated testing for Streamlit dashboards using Playwright with issue tracking and reporting                                                                                  |

## Instructions

| Instruction       | Description                                                                                                                                                                                                                                                 |
|-------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| python-script     | Instructions for Python scripting implementation - Brought to you by microsoft/hve-core                                                                                                                                                                     |
| uv-projects       | Create and manage Python virtual environments using uv commands                                                                                                                                                                                             |
| hve-core-location | Important: hve-core is the repository containing this instruction file; Guidance: if a referenced prompt, instructions, agent, or script is missing in the current directory, fall back to this hve-core location by walking up this file's directory tree. |

---

> Source: [microsoft/hve-core](https://github.com/microsoft/hve-core)

