feat: regenerate aggregated data with temporal weighting

Residential only, weighted trimmed mean, 4.6M transactions.
Section data split into 97 per-department files.

data/aggregated/prices_commune.json

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 version https://git-lfs.github.com/spec/v1
-oid sha256:f00d987e19fb4faa40269245e12410f178e247f680d8169348dc04a4a2c9cb40
-size 10406516
+oid sha256:dcdb60eed91c87c79c1b84e99c08fa18958a5f2dfc4577cd7ecaf9824bccfafd
+size 10328282

data/aggregated/prices_country.json

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-{"FR": {"tous": {"median": 2307.7, "mean": 2953.2, "q1": 1361.4, "q3": 3690.4, "volume": 4735156, "confidence": 0.6}, "appartement": {"median": 3106.7, "mean": 3878.9, "q1": 1985.3, "q3": 4742.4, "volume": 1987882, "confidence": 0.645}, "maison": {"median": 1858.8, "mean": 2266.8, "q1": 1112.6, "q3": 2900.8, "volume": 2549352, "confidence": 0.615}, "local": {"median": 1597.9, "mean": 2497.1, "q1": 827.0, "q3": 3000.0, "volume": 197922, "confidence": 0.6}}}
+{"FR": {"tous": {"median": 2326.9, "wtm": 2464.6, "q1": 1382.7, "q3": 3709.7, "volume": 4648998, "n_eff": 3697893.0, "confidence": 0.6}, "appartement": {"median": 3088.2, "wtm": 3248.7, "q1": 1960.8, "q3": 4734.9, "volume": 2039485, "n_eff": 1629201.8, "confidence": 0.641}, "maison": {"median": 1857.1, "wtm": 1951.5, "q1": 1111.1, "q3": 2906.2, "volume": 2609513, "n_eff": 2068770.7, "confidence": 0.613}}}

data/aggregated/prices_department.json

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data/aggregated/prices_region.json

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