FAIR Jupyter is a knowledge graph for semantic sharing and granular exploration of a computational notebook reproducibility dataset. The repository contains the code for constructing the knowledge graphs from the computation reproducibility dataset from https://doi.org/10.1093/gigascience/giad113. It also contains the mappings file used for KG construction and the sparql queries. This release also include the code used for visualization of the FAIR Jupyter Knowledge Graph (https://w3id.org/fairjupyter/).