# MTF-RR-2026-08-10-01 archival package

**Title:** Top 10 Management Skills in 100 Fortune 100 Vacancies: August 2026  
**DOI:** https://doi.org/10.5281/zenodo.21877632  
**Author:** MTF Institute Research Team  
**Faculty reviewer:** Igor Dmitriev, MTF Institute  
**Capture date:** 2026-08-10

## Package contents

- `MTF-RR-2026-08-10-01.pdf` — searchable report PDF.
- `MTF-RR-2026-08-10-01-data-book.xlsx` — formatted data book with methodology, formula-driven results, coding matrix, codebook and source inventory.
- `source-inventory.csv` — 100 source records with employer, vacancy title, employer-controlled URL and capture date.
- `coded-vacancies.csv` — one binary coding row per vacancy across 14 predefined candidate capabilities.
- `coding-framework.csv` — capability definitions and lexical indicators.
- `top-10-results.csv` — ranked top-ten results.
- `employer-by-capability.csv` — employer-level capability counts and percentages.
- `analysis-summary.json` — machine-readable aggregate output.
- `analyze_vacancies.mjs` — deterministic analysis script used to create the coding and results files.
- `report.md` — accessible Markdown edition of the report.

## Rights and reproducibility

The package is licensed under Creative Commons Attribution 4.0 International. It redistributes MTF-created analysis, source links, coding decisions and aggregate results. It does not redistribute employers’ full vacancy descriptions.

To reproduce the published calculations, inspect the formulas in the XLSX data book or aggregate the binary columns in `coded-vacancies.csv`. The original employer-controlled URLs and capture date are retained in `source-inventory.csv`.