BugsInPy: a database of existing bugs in Python programs to enable controlled testing and debugging studies. - Ratnadira Widyasari; Sheng Qin Sim; Camellia Lok; Haodi Qi; Jack Phan; Qijin Tay; Constance Tan; Fiona Wee; Jodie Ethelda Tan; Yuheng Yieh; Brian Goh; Ferdian Thung; et al. (ESEC/SIGSOFT FSE, 2020)

IoTBox: Sandbox Mining to Prevent Interaction Threats in IoT Systems. - Hong Jin Kang; Sheng Qin Sim; David Lo 001 (ICST, 2021)

NICHE: A Curated Dataset of Engineered Machine Learning Projects in Python. - Ratnadira Widyasari; Zhou Yang 003; Ferdian Thung; Sheng Qin Sim; Fiona Wee; Camellia Lok; Jack Phan; Haodi Qi; Constance Tan; Qijin Tay; David Lo 001 (MSR, 2023)