Learn how to download, clean, and transform World Bank data for analysis. This step-by-step guide explains dataset structure, wide vs. long formats, and how to prepare World Bank indicators for use in Excel, Google Sheets, or data visualization tools.

Learn how to find key financial metrics for Canadian-listed companies using SEDAR+ filings and IFRS reports. This guide covers where to locate revenue, expenses, EPS, cash flow, and executive compensation in Canadian disclosure documents like annual reports, MD&A, and AIFs.

Learn where to find revenue, expenses, net income, EPS, executive pay, EBITDA, cash flow, and other key financial metrics in corporate filings like SEC 10-Ks and DEF 14A.