Data: A Taxonomy ECF Startups in Brazil
Description
The dataset comprises financial and categorical data from startups operating on six different equity crowdfunding platforms between 2017 and 2020. Each entry represents a distinct startup and includes both outcome variables (e.g., campaign success and profitability) and detailed financial metrics. The dataset integrates 27 variables, including key performance indicators such as net profit, EBITDA, net revenue, gross profit, equity, and debt-related ratios (e.g., Net Debt/Equity, Debt/EBITDA). Additionally, it features profitability margins (e.g., net profit margin, EBITDA margin), return measures (ROE, ROIC), liquidity, and campaign-specific indicators like fundraising goals and amounts raised.
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Steps to reproduce
To replicate the research, follow the sequence outlined in the workflow and use the provided dataset.