2 papers
cs.DB2026
TiInsight: A SQL-based Automated Exploratory Data Analysis System through Large Language Models
Jun-Peng Zhu, Boyan Niu, Peng Cai +10
The SQL-based exploratory data analysis has garnered significant attention within the data analysis community. The emergence of large language models (LLMs) has facilitated the par…
cs.DB2025
Towards Automated Cross-domain Exploratory Data Analysis through Large Language Models
Jun-Peng Zhu, Boyan Niu, Peng Cai +11
Exploratory data analysis (EDA), coupled with SQL, is essential for data analysts involved in data exploration and analysis. However, data analysts often encounter two primary chal…