Data Science Seminar Assignment
Abstract
This repository contains the final practical assignments for "The Scientific Paper of the Future" seminar (UPM). Software and Metadata (Exercise 1): > The repository includes a Python implementation for synthetic data generation and independent T-test analysis. This exercise demonstrates open science best practices, including a persistent identifier (DOI), an Apache 2.0 license, and machine-readable metadata (codemeta.json). Research Provenance (Exercise 2): > A detailed provenance record following the W3C PROV standard. It documents the lifecycle of a student financial support survey, tracking activities (design, collection, revision, analysis), entities (surveys, datasets, publications), and agents (Laura, Jack, Jill, Peter, Paula, and Zack).
Fields of Study & Subjects
Research Data Management Practices
Scientific Computing and Data Management
Academic Publishing and Open Access
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 6 March 2026
- Language
- EN