JDS Journal of Data Science 1683-86021680-743X1680-743X School of Statistics, Renmin University of China JDS232EDI 10.6339/25-JDS232EDI Editorial Editorial: Beyond Big Data: Bridging the Gap Between Theory and Practice—Symposium on Data Science and Statistics 2024 GierzKristinekristine.gierz@nist.govgierz.kristine@gmail.com1∗ GilaniOwais2 SchedlerJulia3 1Statistical Engineering Division, National Institute of Standard and Technology, Gaithersburg, MD, USA 2Associate Professor (Biostatistics), Tufts University School of Medicine, Boston, MA, USA 3Assistant Professor (Statistics), California Polytechnic State University, Bailey College of Science and Mathematics, San Luis Obispo, CA, USA ∗Corresponding author. Email: kristine.gierz@nist.gov or gierz.kristine@gmail.com. 20251252025232265268 2025 The Author(s). Published by the School of Statistics and the Center for Applied Statistics, Renmin University of China.2025 Open access article under the CC BY license. Abeykoon CS, Beknazaryan A, Sang H (2025). The double descent behavior in two layer neural network for binary classification. Journal of Data Science, 23(2): 370–388. https://doi.org/10.6339/25-JDS1175 Chen T, Habans R, Douthat T, Losh J, Chalangar Jalili Dehkharghani L, Lin LH (2025). Exact inference for transformed large-scale varying coefficient models with applications. Journal of Data Science, 23(2): 353–369. https://doi.org/10.6339/25-JDS1181 DePratti R, Singh G (2025). The journey to improve LCPM: An R package for ordinal regression. Journal of Data Science, 23(2): 399–415. https://doi.org/10.6339/25-JDS1183 Dumbacher B, Whitehead D, Jeong J, Pfeiff S (2025). BEACON: A tool for industry self-classification in the economic census. Journal of Data Science, 23(2): 429–448. https://doi.org/10.6339/25-JDS1180 Flood J, Mostafa SA (2025). Matched mass imputation for survey data integration. Journal of Data Science, 23(2): 332–352. https://doi.org/10.6339/25-JDS1179 Johnson III T, Mostafa SA (2025). Impact of data perturbation for statistical disclosure control on the predictive performance of machine learning techniques. Journal of Data Science, 23(2): 312–331. https://doi.org/10.6339/25-JDS1186 Maboudou-Tchao EM, Agbemade E, Chung J (2025). Rescale hinge loss support vector data description. Journal of Data Science, 23(2): 287–311. https://doi.org/10.6339/25-JDS1185 McGee M, Sadler BP (2025). Generative AI takes a statistics exam: A comparison of performance between ChatGPT3.5, ChatGPT4, and ChatGPT4o-mini. Journal of Data Science, 23(2): 269–286. https://doi.org/10.6339/25-JDS1174 Tezbasaran A, Ricci S (2025). Embracing the AI revolution: ChatGPT’s role in advancing data science consultation services. Journal of Data Science, 23(2): 416–428. https://doi.org/10.6339/25-JDS1184 Urbanek S (2025). RCloud – Collaborative visualization and analysis platform. Journal of Data Science, 23(2): 389–398. https://doi.org/10.6339/24-JDS1153