To analyze the time complexity of the given program, please follow these guidelines:

Choose a program in your preferred programming language.

Assume that each of the three methods $($method$1,$ method$2,$ and method$3)$ in each case has arrays of size $\text{'}$n$\text{'}$ as input parameters.

For Java, C$++,$ and Python, provide the big$-$Oh characterization $($in terms of $\text{'}$n$\text{'})$ separately for each of the three methods $($method$1,$ method$2,$ and method$3)$ while considering the assumption in point $2.$

The Java and C$++$ programs, provide the big$-$Oh characterization of the 'main$()\text{'}$ method, taking into account the actual sizes of the arrays used.

In the Python program, provide the big$-$Oh characterization of the code snippet outside the three methods $($method$1,$ method$2,$ and method$3),$ considering the actual sizes of the arrays.

Present your answers in the following table.