Traceroute Analysis is a Network diagnostic tool used to track the Path packets take from a Source to a destination, helping identify Points Of Failure or Latency in the network. By analyzing the Sequence of hops and the Time Taken for each, Network Administrators can Troubleshoot connectivity issues and Optimize routing paths.