Data Munging with Perl
Data Munging with Perl is an essential guide for those who want to learn how to extract, manipulate, and clean data using the Perl programming language. Data munging refers to the process of transforming raw data into a format that can be easily analyzed and interpreted.
In this book, the author introduces readers to the basics of data munging and then dives into the powerful tools and techniques that Perl has to offer. The book covers a wide range of topics, including regular expressions, file handling, parsing XML and HTML, working with databases, and more.
The author starts with a primer on Perl, introducing readers to the language’s syntax and basic concepts. From there, readers learn how to use Perl to read and write files, manipulate text, and work with arrays and hashes. The book also covers more advanced topics such as object-oriented programming and working with regular expressions.
One of the key strengths of Perl is its ability to handle text manipulation and parsing tasks, and the author demonstrates this throughout the book. Readers learn how to parse and extract data from XML and HTML files, work with CSV and TSV data, and clean and transform data using Perl’s powerful regular expression capabilities.
The book also covers working with databases using Perl’s DBI module. Readers learn how to connect to a database, execute queries, and work with data returned from a query. The book covers both relational databases such as MySQL and non-relational databases such as MongoDB.
Throughout the book, the author provides numerous examples and code snippets to illustrate the concepts being covered. This makes it easy for readers to follow along and apply the techniques to their own data munging tasks.
In conclusion, Data Munging with Perl is a comprehensive guide to data manipulation and cleaning using the Perl programming language. Whether you’re a seasoned Perl programmer or just starting out, this book will provide you with the tools and knowledge you need to tackle even the most complex data munging tasks.