Introducing the Data Measurements Tool: an Interactive Tool for Looking at Datasets

What changed

As developers of a fast-growing unified repository for Machine Learning datasets (Lhoest et al. 2021), the 🤗 Hugging Face team has been working on supporting good practices for dataset documentation (McMillan-Major et al., 2021). To this end, we introduce an open-source Python library and no-code interface called the 🤗 Data Measurements Tool, using our Dataset and Spaces Hubs paired with the great Streamlit tool.

Why it matters

A concrete addition to Practical AI: Tools, Models & Frameworks: it changes what's available to builders today rather than being general commentary.

How it compares

Related prior coverage to compare against:

• Introducing AI Sheets: a tool to work with datasets using open AI models!
• Introducing the Synthetic Data Generator - Build Datasets with Natural Language
• Introducing the SQL Console on Datasets

• Introducing AI Sheets: a tool to work with datasets using open AI models! similarity 0.34
• Introducing the Synthetic Data Generator - Build Datasets with Natural Language similarity 0.23
• Introducing the SQL Console on Datasets similarity 0.19