Options for network analysis tools are somewhat more limited than for other methods. Certain tools only work with data on specific topics, while others have more generally applicable use.
Gephi is a free, open-source network visualization software with many tutorials and thorough documentation and by far the most commonly used network analysis tool. You can learn how to use Gephi on their user info page. Also of note is Gephi Lite, a lightweight web-based version.