The article explores the values of a chaotic Logistic map using nonlinear analysis methods. By using recurrence plot and quantification analysis, the data follows a deterministic pattern. The correlation dimension falls between 1 and 2, the largest Lyapunov exponent is positive, and the approximate entropy value is 0.676460.