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AI · January 7, 2019

Study on Tech Ethics & Startup Social Impact (2019)

Which startups are changing the world for the better

Study on Tech Ethics & Startup Social Impact (2019) launched on January 7, 2019 with 8 votes, #1,018 of 2,587 launches that month and more than 50% of that year's launches. The site was still online in September 2026, 7 years on.

What it does

It's common for startups to say they're "changing the world." We were curious: which startups are changing the world for the better? So we analyzed data on 40,461 U.S. startups in 8 cities - Austin, Boston, Chicago, Denver, Los Angeles, NYC, SF, and Seattle - to better understand the state of startup social impact.

Brightest

Welcome to our first startup social responsibility study - a data-inspired look at trends in "tech for good" (and, at times, not-so-good). It's common for startups to say they're "changing the world." So we wanted to explore an important, adjacent question: To do that, we crawled, collected, and analyzed publicly available data from multiple sources 1 on 40,461 U.S. startups in 8 cities - Austin, Boston, Chicago, Denver, Los Angeles, NYC, San Francisco (including Oakland and the surrounding Bay Area), and Seattle . We also used text classification (text mining alongside tf-idf ) to look at what these startups include and say on their own websites. How do they talk about issues like…from brightest.io

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