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林詠萱
房價未爆蛋
房價未爆蛋
房價未爆蛋
By
林詠萱
Data Engineer
・
Taipei, Taiwan
Connect
背景: 房價為國人關心重點,過去相關資訊較不透明,但隨著近年的轉變公開資訊越來越多,進行研究可行性高,故本專案主要以實價登錄公開資料為基礎,進行未來房價預測,此外,多數學術性研究,受限於行政區別,只探討行政區別房價差異或其影響因子,較少探討行政區框架外之區域性房價波動,因此本專案目的為打破行政區框架,研究區域房價波動以及空間連動性。 目的: 打破行政區框架,建立區域房價波動監控系統,搭配叢集部屬並加速運算效能,實現滾動式實時更新系統運算。 架構: (1)建立台北房價模型 (2)尋找房價驅動力突破因子 (3)建立滾動式資料蒐集系統及模型修正系統,實現實時資料更新、運行,提供不同客群之其需求工具。
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林詠萱
Connect
Published: Nov 28th 2019
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Spark
python
django
hadoop
javascript
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