WorldPop is a geospatial and population research project that develops and provides open access, high-resolution spatial demographic datasets and solutions, with a focus on low- and middle-income countries. The project creates peer-reviewed research and methods for constructing these datasets, and offers access to bespoke country-level and global or regional datasets, along with tools including an API and GIS plugins.
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MW Metadata gathers metadata about a YouTube video, playlist, or channel from the YouTube API. Users submit a link or ID, and the tool supports reverse image search of thumbnails, geolocation in Google Maps, and translation of ISO country and language codes. Results can be exported as a zip file or shared.
A website that searches several archives for private or deleted YouTube videos and their metadata when a video link is supplied. It queries archive services and reports which have captures, linking to archived material where available. An API allows embedding the search in other code.
Lightweight application for searching and playing videos from YouTube, offering a command-line interface and a GTK+ interface. Dependencies include yt-dlp or youtube-dl, and logging in requires a YouTube API key and OAuth client credentials. It is packaged for several Linux distributions, FreeBSD, OSX and others.
yt-local is a self-hosted, browser-based YouTube client written in Python that strips JavaScript and serves a lightweight HTML frontend, routing requests through Tor for anonymous viewing. It supports search, channels, playlists, watch pages, comments and subtitles without API keys.
ZincSearch is a search engine that provides full text indexing capability. It ships as a single binary with an embedded web UI for querying data, and offers compatibility with Elasticsearch APIs for data ingestion and Elasticsearch DSL for querying. It is schema-less, with authentication and aggregation and highlight support. The project is in Pre GA status.