To calculate the error uncertainty for ln(x), the derivative d/dx ln(x) = 1/x is used, leading to the approximation that the error uncertainty for ln(10) with an uncertainty of ±1 in x is about (1/10)*2.3. For small changes in x, a Taylor series expansion can improve accuracy, with the first term providing a close approximation. The correct value of ln(10) lies between ln(9) and ln(11), but the fractional error distribution varies slightly. For small fractional changes, the ratio of the fractional error in ln(x) to that in x is approximately 0.4343, though this ratio diverges for larger changes in x. Understanding these relationships is crucial for accurately calculating error uncertainties in logarithmic functions.