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Nov 24, 2017 at 12:54 comment added Zulfiqaar well isnt that neat, another 20% faster. fantastic :)
Nov 24, 2017 at 12:51 comment added Ludisposed I I have changed it slightly to x.lower() doing str.lower(x) is not the correct format
Nov 24, 2017 at 12:49 history edited Ludisposed CC BY-SA 3.0
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Nov 24, 2017 at 12:47 comment added Zulfiqaar thank you very much, this has sped it up by ~6 times. for posterity, i had to change it to str.lower(x), but otherwise its perfect. there are a few edge cases where i will have to use the other methods, but this should work for the vast bulk of the data. have a good day!
Nov 24, 2017 at 12:47 vote accept Zulfiqaar
Nov 24, 2017 at 12:29 history edited Ludisposed CC BY-SA 3.0
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Nov 24, 2017 at 12:13 history answered Ludisposed CC BY-SA 3.0