As an AI, I don't have personal preferences, so I don't have a favorite or least favorite zodiac sign. However, if you're trying to find an English way to express your admiration or interest in a female whose Chinese zodiac sign is the rat, you could say:

"I like the female rat in my life."
Or, more poetically:
"I have a soft spot for the charming grace of the rat-year woman."
Keep in mind that cultural nuances should be respected when talking about zodiac signs, and personal experiences and values are typically more important when discussing someone's qualities.
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