WebDS: An End-to-End Benchmark for Web-based Data Science. - Ethan Hsu; Hong Meng Yam; Ines Bouissou; Aaron Murali John; Raj Thota; Josh Koe; Vivek Sarath Putta; G. K. Dharesan; Alexander Spangher; Shikhar Murty; Tenghao Huang; Christopher D. Manning (CoRR, 2025)