地価トレンド予測
forecast_land_price_trendPredict future land prices in Japanese cities using linear regression or moving average. Get CAGR, confidence interval, and buy/hold/caution signals for investment decisions.
Instructions
Forecast land price trends using linear regression and moving average. Returns CAGR, confidence interval, investment signal (buy/hold/caution). 10 prefectures. | 地価トレンド予測。線形回帰・移動平均で将来地価を予測。CAGR・投資シグナルを返す。全10都道府県。
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| city | Yes | 市区町村(例: '名古屋市中村区', '世田谷区') | |
| method | No | 予測手法。linear=線形回帰、moving_avg=移動平均外挿 | linear |
| horizon | No | 予測期間 | 3y |
| landUse | No | 地目フィルター。all=全地目平均 | all |
| prefecture | No | 都道府県名(和名/英名/ISO 3166-2 コード対応) | 愛知県 |
| output_mode | No | Output verbosity. compact=TL;DR + key numbers only (default), detailed=full Markdown report | 出力詳細度。compact=主要数値のみ(デフォルト)、detailed=全文レポート付き | compact |
| includeMarkdown | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| cagr | Yes | 年平均成長率(%) | |
| city | Yes | ||
| series | Yes | 実績 + 予測の時系列データ | |
| landUse | Yes | ||
| keyDrivers | Yes | ||
| prefecture | Yes | ||
| riskFactors | Yes | ||
| trendStrength | Yes | ||
| markdownReport | No | ||
| trendDirection | Yes | ||
| investmentSignal | Yes | ||
| latestPricePerSqm | Yes |