Improve performance of numberize on larger datasets. #15
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This PR implements the performance improvements suggested by @Bisaloo in #14.
The current code in main, tested on a dataset in #14 with 0.5E6+ records it takes over 50 seconds to complete.
This PR tested on the same dataset in #14 now takes under 3 seconds. 17X faster.
No breaking changes have been introduced.