A guest post from our summer data science intern Raniere Silva. Raniere is a PhD Candidate at City University of Hong Kong and interested in reproducible research. During July and August 2022, I was a summer intern at GigaScience Press investigating how GigaScience and GigaByte journals could use Frictionless Data to help researchers make data driven discovery faster.