Nigeria Machinery Usage and Failures Dataset

The Nigeria Machinery Usage and Failures Dataset contains 89 machine-level records across 28 indicators related to Nigeria's manufacturing and oil and gas sectors from 2006 to 2025, and it is used to evaluate quantitative analysis and the training of language models on numeric tasks grounded in that context.