Data Science Seminar Assignment

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Authors: Sara Lera Longares
Cited by: 0

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