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Neural Foundry's avatar

Solid data anaylsis here. The satisfaction paradox really stands out—solo drivers getting more miserable while transit riders happier even with longer commutes (52 min avg). Dunno if this is obvious to everyone, but that 77% free parking stat basically reveals thesubsidy keeping car commutes viable. Alexandria's 14% walk/bike rate versus 2% in suburbs isn't just preference but infrastructure revealing itself through behavior.

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