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The speaker discusses an experiment involving writing regex code to capture specific patterns in a text. They aim to create a Python regex that matches lines with certain criteria: lines that may have various characters at the beginning, always contain two sets of six-digit numbers, and include two decimal numbers with exactly two digits after the decimal. The lines can also have commas and descriptions that may include various characters, digits, or spaces. The goal is to capture the matching lines into a named tuple called "invoice," which consists of fields for invoice date, due date, invoice amount, and amount description. The list of strings to be analyzed is stored in the variable "lines."