What is Splunk and how is it used in data analytics? How does Splunk help organizations collect, monitor, and analyze machine-generated data? What are the key features of Splunk for real-time data analysis and visualization? How is Splunk applied in areas like cybersecurity, IT operations, and business intelligence? What are the advantages and limitations of using Splunk in data analytics projects?