If the data file is much larger than what you have shown us, your program might benefit from reading from the source line by line (instead of reading the whole file once and split it on newline, as you currently do it).

Apart from that I see some potential for micro optimizations like using index instead of some regexes - but is the trouble really worth it? Is that program actually slow? it doesn't look to me like it should be slow.