ARED:阿根廷房地产数据集

Iván Belenky
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摘要

阿根廷房地产市场是一个独特的案例研究,其特点是在过去几十年中宏观经济环境不稳定且快速变化。尽管有一些用于价格预测的数据集,但缺乏专门针对阿根廷的混合模式数据集。本文介绍了 ARED 的第一版。这是一个专为阿根廷市场设计的综合性房地产价格预测数据集系列。本版仅包含 2024 年 1-2 月的信息。我们发现,尽管第 4 版的时间范围较短(44 天),但与时间相关的现象主要发生在市场层面(市场整体)。ARED 中的每个列表都包含描述性特征和长度可变的图像集。
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ARED: Argentina Real Estate Dataset
The Argentinian real estate market presents a unique case study characterized by its unstable and rapidly shifting macroeconomic circumstances over the past decades. Despite the existence of a few datasets for price prediction, there is a lack of mixed modality datasets specifically focused on Argentina. In this paper, the first edition of ARED is introduced. A comprehensive real estate price prediction dataset series, designed for the Argentinian market. This edition contains information solely for Jan-Feb 2024. It was found that despite the short time range captured by this zeroth edition (44 days), time dependent phenomena has been occurring mostly on a market level (market as a whole). Nevertheless future editions of this dataset, will most likely contain historical data. Each listing in ARED comprises descriptive features, and variable-length sets of images.
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