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5 listingsTelecommunications & Digital Connectivity — 216 Countries (2000–2024)
Consolidated telecommunications and digital connectivity dataset covering 216 countries and territories from 2000 to 2024, sourced from the World Bank Open Data platform (originally compiled from the International Telecommunication Union, national statistical offices, and telecom regulatory bodies). **Coverage:** - 216 countries and territories worldwide - Annual frequency spanning 25 years (2000–2024) - 8 core telecommunications and connectivity indicators **Indicators:** - Individuals using the Internet (% of population) - Mobile cellular subscriptions (per 100 people) - Fixed broadband subscriptions (per 100 people) - Fixed telephone subscriptions (per 100 people) - Secure Internet servers (per 1 million people) - Mobile cellular subscriptions (total) - Fixed broadband subscriptions (total) - Fixed telephone subscriptions (total) **Key Features:** - 35,733 cleaned and normalized observations - ISO 3166-1 alpha-3 country codes for easy joining - Zero null values — every row has a valid measurement - Long-form (tidy) format ideal for analysis and machine learning **Use Cases:** - Digital divide analysis across countries and regions - Telecommunications infrastructure investment tracking - Mobile-first vs broadband-first market identification - Internet penetration forecasting and trend analysis - Policy impact evaluation on digital connectivity - Correlation studies with GDP, education, and health indicators - Machine learning models for connectivity growth prediction **Sources:** World Bank Open Data — compiled from ITU (International Telecommunication Union), national statistical offices, and telecommunications regulatory bodies worldwide.
Agricultural Production & Land Use by Country (1961–2023)
Multi-source agricultural dataset covering 241 countries and territories from 1961 to 2023, sourced from the World Bank Open Data platform (originally compiled from FAO, national statistical offices, and agricultural ministries). **Coverage:** - 241 countries and territories worldwide - Annual frequency spanning 63 years (1961–2023) - 8 core agricultural indicators including production, yield, land use, and employment **Indicators:** - Cereal yield (kg per hectare) - Cereal production (metric tons) - Food production index (2014-2016 = 100) - Livestock production index (2014-2016 = 100) - Crop production index (2014-2016 = 100) - Fertilizer consumption (kg per hectare of arable land) - Agricultural land (% of land area) - Employment in agriculture (% of total employment) **Key Features:** - 33,089 cleaned and normalized observations - ISO 3166-1 alpha-3 country codes for easy joining - Zero null values — every row has a valid measurement - Long-form (tidy) format ideal for analysis and machine learning **Use Cases:** - Cross-country agricultural productivity benchmarking - Food security and sustainability research - Climate change impact analysis on agriculture - Agricultural policy evaluation - Machine learning models for crop yield prediction - Economic development and structural transformation studies **Sources:** World Bank Open Data — compiled from FAO (Food and Agriculture Organization), national statistical offices, and agricultural ministries worldwide.
Seattle Dog-Friendly Bars & Breweries
A verified dataset of Seattle bars, taprooms, biergartens, and breweries that welcome dogs outdoors. Includes neighborhood, address, venue type, dog indoor/patio flags, source attribution, and notes.
Seattle Dog-Friendly Restaurants
Curated dataset of 30+ dog-friendly restaurants, bars, and breweries in Seattle. Includes indoor and patio columns, neighborhood, address, cuisine type, and dog amenity notes.
HN "Who is Hiring?" Job Postings — 2010 to 2026
89,796 structured job postings scraped from all 297 Hacker News "Who is Hiring?" threads (Feb 2010 – Mar 2026). Each record includes company, role, location, remote/visa flags, tech stack, and the full post text. Ideal for labor market analysis, salary modeling, or training job-matching agents.