Why did you do the test assignment this way? Why is it structured like that?

When completing the test assignment, I based my approach on the following principles:

• Clear understanding of the task: first, I analyzed the requirements to understand exactly what was expected of me.
• Structured approach: the task was broken down into logical stages to ensure sequence and completeness of the solution.
• Application of relevant methods: I chose tools and approaches that best suited the task, considering the balance between quality and time.
• Transparency and reproducibility: I aimed to write code and reports in a way that they could be easily checked and the results reproduced.

The format of the task was designed to test not only technical skills but also the ability to analyze data, draw conclusions, and present results in an understandable manner. This is important for an analyst role, where communication and data interpretation play a key role.