Danfo.js is an open-source JavaScript library providing high-performance, expressive data structures for manipulating and processing structured data, closely mirroring the Pandas API. It supports common data analysis operations like handling missing data, DataFrame operations, and integrates with TensorFlow.js by allowing seamless conversion between its data structures and tensors, enabling use in ML data pipelines.