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hosts in one day are 208,516; however, until now, only 61,207 hosts have \item 67,823 hosts have connected to unique URLs between 16 and 99. \end{itemize} +Figure \ref{fig:ip_url} illustrates the distribution of unique URLs accessed by different IP addresses. The Y-axis, representing the count of unique URLs, is displayed on a logarithmic scale to better visualize the wide range of values in decreasing order, while the X-axis represents the IP addresses. The chart reveals a wide range of host behaviors, with 208,516 hosts exhibiting varying patterns of URL access. The steep decline in the number of hosts as the unique URL count increases indicates that while most hosts access a limited number of URLs, a small subset interacts with a significantly larger number of resources. This suggests diverse roles within the network, with some hosts performing specialized tasks requiring extensive access, while others are more focused. Analyzing this distribution helps identify unusual browsing patterns, optimize network performance, and enhance security by detecting potential anomalies. This insight is crucial for effective network management and security strategies. + +\begin{figure} + \centering + \includegraphics[width=\textwidth]{../Thesis_Docs/media/ip_url_chart.png} + \caption{Distribution of hosts based on unique URLs contacted. The X-axis represents the hosts, while the Y-axis shows the count of unique URLs each host connected to, displayed on a logarithmic scale in decreasing order.} + \label{fig:ip_url} +\end{figure} + \section{Summary} The data analysis presented in this chapter provides a comprehensive understanding of the dataset’s structure, user behavior, andnetworkinteractions. By visualizing URL request counts, analyzing 24-hour visit patterns, examining time intervals between requests, and studying the distribution of hosts, this chapter uncovers key insights that can inform network optimization and security strategies. The findings highlight the importance of focusing on high-traffic URLs, understanding temporal patterns in user activity, and detecting periodic behavior that may indicate malicious beaconing. These insights lay the foundation for further analysis and the development of effective detection mechanisms in the BAYWATCH framework. 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