Data cleaning is one of the most important and often overlooked steps in the data analysis process. Even the most advanced algorithms and statistical models can produce inaccurate results if the data they rely on is flawed. Ensuring that your data is clean, consistent, and formatted correctly is crucial to making informed decisions based on accurat