Decoding AI: The inside story of data analysis in ChatGPT
arXiv:2404.08480v12 citationsh-index: 2Harvard data science review
Originality Synthesis-oriented
AI Analysis
This is an incremental review assessing ChatGPT's data analysis for researchers and practitioners.
This review examines ChatGPT's data analysis capabilities across various tasks, finding that while it offers unprecedented analytical power, it has significant limitations.
As a result of recent advancements in generative AI, the field of Data Science is prone to various changes. This review critically examines the Data Analysis (DA) capabilities of ChatGPT assessing its performance across a wide range of tasks. While DA provides researchers and practitioners with unprecedented analytical capabilities, it is far from being perfect, and it is important to recognize and address its limitations.