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LFX Insights

Open Data Registries

Platforms and repositories that catalog, index, and provide access to open datasets across various domains, enabling researchers and developers to discover and utilize publicly available data resources.

5 projects

1,791 contributors

$468M

Open Food Facts

Open Food Facts is a collaborative database of food products from around the world. It provides a platform for users to contribute information about food products by scanning barcodes and adding details about ingredients, nutrition facts, allergens, and other product data. The project aims to improve food transparency and help consumers make informed choices.

Contributors

757

Organizations

124

Software value

$142M

GeoNetwork

GeoNetwork is an open-source catalog application for managing spatially referenced resources. It provides powerful metadata editing and search functions, an embedded interactive web map viewer, and is designed to enable access to geo-referenced databases and cartographic products from a variety of data providers through descriptive metadata.

Contributors

640

Organizations

98

Software value

$49M

Unicode CLDR

The Unicode Common Locale Data Repository (CLDR) provides key building blocks for software to support the world's languages. It contains detailed locale data and specifications for formatting dates, numbers, currencies, time zones, units, names, and other language-specific content. CLDR is widely used in software internationalization and localization.

Contributors

380

Organizations

59

Software value

$278M

Open Voice Network Trustmark Initiative

The Open Voice Network Trust Mark Initiative translates ethical principles into action, focusing on conversational AI. Designed for developers and enterprise users, Open Voice Trust Mark establishes tangible steps to legal and ethical risk mitigation. Grounded in a study of extant AI ethics literature, regulations and guidelines, its areas of work include privacy, security, voice synthesis, and ethical requirements for interoperability. The initiative has also launched an online educational course via EdX and an organizational self-assessment tool. The Open Voice Interoperability Initiative is an incubation-stage project of the LF AI & Data Foundation, contributed in October 2023.

Contributors

14

Organizations

5

Software value

$14K

Registry of Open Data on AWS

A registry of publicly available datasets on AWS

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