One row is one competitor in one market (a product segment in a region) in one year, 2018 to 2025: Product Name (the segment), Region, Market Size (USD) (the same on the market's five rows of a year), Growth Rate, Year, Competitor, Market Share and Customer Feedback. 1,000 rows.
Planted faults: blank product names, a year typed 2010, a region written Old Region, Unknown Competitor, growth rates written as text, two shares typed ten times too large, and feedback that names another product.
Part of the DigitalFinance datasets, invented teaching data about Lanternfield, a fictional accelerator and seed fund, and the 1,000 startups that applied to it from January 2022 to March 2026 (data as of 31 March 2026). The businesses, markets and competitors are invented. Source: LucidPlexus, dataset page https://lucidplexus.com/community/dataset.php?slug=digitalfinance