If it's worth saying, but not worth its own post (even in Discussion), then it goes here.
Notes for future OT posters:
1. Please add the 'open_thread' tag.
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3. Open Threads should be posted in Discussion, and not Main.
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The equivalent of "considering that the die is loaded" in your example is "the previous owners did a bad job of maintaining the house". It's indeed makes sense to come to that conclusion. That's also basically what your wife did.
Apart from that the difference between sequences picked by humans to look random and real random data is that real random data more frequently contains such improbable sequences.