That will depend on the words. However, in typing for measuring speed, a word is considered to be 5 characters.
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3000 Characters is averaged between 2,000 words to 2,980 words.(allwordphone.com/count-words-characters.htm)
Provided that words average about 5 letters each, 10000 characters would be a lovely 2,500 words. Have fun.
Words can vary in length, so if you are talking about actual words, then there is no specific answer. If you are talking about words in terms of measuring typing speed, then that is regarded as 5 characters for a word. So that would be 2500 as the answer to your question.
One hundred thousand.
Two thousand.