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There are 923 words that break the "i before e" rule. Only 44 words actually follow that rule.
This is a picture circulating right now, claiming that a huge majority of the words break the "i before e" rule, and that only a few actually follow it.
Is the rule as often incorrect as the picture claims?
"I before E, except after C" is a mnemonic rule of thumb for English
spelling. If one is unsure whether a word is spelled with the sequence
ei or ie, the rhyme suggests that the correct order is ie unless the
preceding letter is c, in which case it is ei.
I believe this question is much harder to answer than simply examining a dictionary. You would also need to take into account word frequency. If there are thousands of "ei" words that you've never even heard of before that could obviously skew the results.
The rule I learned was "'i' before 'e' except after 'c' or when sounded as AY as in neighbor and weigh." Still fails on some borrow words (especially from German) but works very well as far as I can tell. Not my lookout if you learned an incomplete version of the rule. I see that @Wertilq's version covers the German derived words and some of the even odder cases.
One needn't be omniscient to see that the rule is inefficient. Science is sufficient for proficient and conscientious fanciers to see that the rule is deficient in our society.
It won't be possible to skeptically analyze whether or not the rule is useful. I will stick to analysis of the factual claim. I'm assuming that the "i before e" rule is exactly as you've quoted from the Wikipedia article.
The claim in the image is false.
In the Oxford English Dictionary, there are 8161 words that involve the letters i and e adjacent to each other.
To follow the rule, they would have to occur in the order "ie", unless they are preceded by the letter "c", in which case they must occur in the order "ei".
Words that have ie, not after c (ambience, achieved): 5232
To break the rule, they would have to occur in the order "ei" without being preceded by a "c" or appear in the order "ie" while being preceded by a "c".
Words that have ei, not after a c (abaeile, abeigh): 2423
Implicit in that rule is that "ie" is used to make the long-e sound (-ee-). When I was taught the rule there was a second clause ... 'or as in "AY" as in "neighbour" or "weigh"'. With this clause the performance of the rule is much better.
@DisgruntledGoat it would also depend on which words follow the rule - if the ei words are far less common in terms of actual usage than the ie words, then the rule would still be useful.
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