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.
翻译:阿根廷房地产市场因其过去数十年间不稳定且快速变化的宏观经济环境而成为一个独特的研究案例。尽管已有若干用于房价预测的数据集,但针对阿根廷的混合模态数据集仍显匮乏。本文介绍了ARED数据集的初版——一个专为阿根廷市场设计的综合房地产价格预测数据集系列。该版本仅包含2024年1月至2月的信息。研究发现,尽管这一“零版”数据集仅覆盖了较短的时段(44天),但时间依赖现象主要发生在市场整体层面。尽管如此,该数据集的后续版本很可能将包含历史数据。ARED中的每条房源信息均包含描述性特征及可变长度的图像集合。