In today's data-driven world, the ability to effectively extract meaningful knowledge from vast datasets is paramount. Data extraction techniques allow us to identify hidden patterns and convert raw data into actionable understanding. Mastering these techniques requires a mixture of technical proficiency and critical thinking. By utilizing a varie