：大数据环境下，数据密集型研究范式逐渐成为人文社科研究的重要范式，并在人文社科领域中取得一批重要研究成果。文章以CSSCI及SSCI、A&HCI数据库为数据来源，采用定量与定性相结合的方法，从多个维度揭示了国内外人文社科大数据研究的现状、热点及前沿趋势，对比分析了国内外相关研究的异同。研究发现：国内外人文社科大数据研究均越来越受到学者关注；社会科学领域的研究要多于人文科学领域；国外研究学科分布比国内分布更为广泛；国内外研究热点主题和趋势有较大差异。

Under the environment of big data, data-intensive research has gradually become an important paradigm of humanities and social sciences research, and has achieved a number of important research results in various disciplines. Sorting out the research context of big data in humanities and social sciences at home and abroad can provide reference for future research. By using CSSCI, SSCI and A&HCI databases as data sources, and combining quantitative and qualitative methods, this paper reveals the research status, hot spots and frontier trends of big data research in humanities and social sciences at home and abroad from multiple dimensions, and also compares and analyses the similarities and differences of the research at home and abroad. It is found that the research on big data in humanities and social sciences at home and abroad has attracted more and more attention from scholars, and more research has been done in the field of social sciences than in the field of humanities; the distribution of foreign research disciplines is wider than that in China and the research themes at home and abroad are quite different.