Quantifying chaos: A tale of two maps

► We highlight the importance of verifying convergence of Lyapunov exponent estimates. ► We emphasise a distributional approach to verifying convergence. ► We illustrate with two novel nonlinear maps. ► We suggest a way to deal with finite real data.