The Ups and Downs of Small Business Employment: Big Data on Payroll Growth and Volatility | JPMorgan Chase Institute

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In particular, publicly available aggregate data provide an incomplete view of the ways in which employment in the sector shapes the financial well-being of small business owners and their employees. Downloaded the PDF report

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The Online Platform Economy: What is the growth trajectory?

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More people on online labor platforms than capital (Airbnb, ebay) platforms.
From a universe of 6 million anonymized core Chase customers, we assembled a dataset of over 260,000 individuals who earned income from at least one of 30 distinct platforms between October 2012 and September 2015—the largest sample of platform earners to date. Over this three-year period, monthly participation in the Online Platform Economy grew 10-fold, from 0.1% to 1.0% of adults in our sample. In the same period the cumulative participation grew from 0.1% of adults to 4.2%, a 47-fold growth. We found that this growth also varied between labor platforms, where individuals perform discrete tasks or assignments; and capital platforms, where individuals sell goods or rent assets peer-to-peer.

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Small Business Resources | JPMorgan Chase Institute

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A truly outstanding hot linked list of data sources on small business. The list had 52 sources as of July 2018.

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Paychecks, Paydays, and the Online Platform Economy | JPMorgan Chase Institute

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We define the Online Platform Economy as economic activities involving an online intermediary that provides a platform by which independent workers or sellers can sell a discrete service or good to customers. Labor platforms, such as Uber or TaskRabbit, connect customers with freelance or contingent workers who perform discrete projects or assignments. Capital platforms, such as eBay or Airbnb, connect customers with individuals who rent assets or sell goods peer-to-peer.

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11 New Restaurant Concepts Reimagining Fast Food & Casual Dining

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Friendly’s went bankrupt, and Subway is closing 500+ locations. But even as fast food and casual dining stalwarts struggle, people haven’t stopped eating out — in fact, they’re spending more at restaurants and bars than ever. Where they choose to go, though, is fundamentally shifting.

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The Websites of 39 Unicorn Startup Companies Before They Became Billion Dollar Companies

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Shows initial websites of unicorns in different industries. Notes some of the bigger problems with each.

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Comprehensive site covering the gig economy and data on independent work arrangements.

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