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Press Data Tables — Open CSV Exports

Three open-licence CSV data exports drawn directly from the Muse Marbella quarterly investor-report series, published 16 May 2026 by Max Bykov. Licensed CC-BY-4.0 — free for journalists, researchers, academics, analysts and tax counsel to download, reproduce, transform and redistribute with attribution. Next data refresh: 16 August 2026. Direct corrections or addition requests: editorial@musemarbella.es.

What this resource contains

Three machine-readable CSV files covering the three most-requested datasets from the 2024-2026 Muse press cycle:

  1. foreign-buyer-flow-by-nationality-2026.csv — 11-nationality breakdown of Marbella foreign-buyer transactions in Q1 2026 with average ticket size, year-over-year growth, preferred zones and primary tax-regime selection. Drawn from the full Investor report Marbella foreign buyer flow 2026.
  2. marbella-yield-curve-by-zone-2026.csv — Gross and net rental-yield curve across the eight dominant Marbella-municipality and contiguous zones, with average daily rate (ADR) by season and occupancy rate. Drawn from the full Investor report Marbella yield curve 2026.
  3. tax-arbitrage-six-regime-comparison-2026.csv — Effective tax rate by HNW asset level (€1M / €5M / €15M / €50M) across six European HNW residency regimes (Spain Beckham, Portugal NHR 2.0, Swiss federal forfait, Italy lump-sum, UAE Free Zone 9%, Monaco 0%). Drawn from the full Investor report Marbella tax arbitrage 2026.

All three files are UTF-8 encoded with comma delimiter and header row. Final row of each file is a source row listing the underlying statutory and statistical anchors and the CC-BY-4.0 licence reference.

Direct download

Licence

These datasets are released under the Creative Commons Attribution 4.0 International licence (CC-BY-4.0). You are free to:

Under the single condition of attribution — you must give appropriate credit, provide a link to the licence, and indicate if changes were made. Full licence text at creativecommons.org/licenses/by/4.0/.

How to cite

Plain citation

Muse Marbella (2026). Marbella press data tables — CSV exports 2026. Published 16 May 2026. Available at https://musemarbella.es/press-data-tables-csv-export-en. CC-BY-4.0.

APA 7th edition

Bykov, M. (2026). Marbella press data tables: CSV exports 2026 [Data set]. Muse Marbella. https://musemarbella.es/press-data-tables-csv-export-en

BibTeX

@dataset{muse_marbella_press_csv_2026,
  author       = {Bykov, Max},
  title        = {Marbella Press Data Tables: CSV Exports 2026},
  year         = {2026},
  month        = {5},
  publisher    = {Muse Marbella},
  url          = {https://musemarbella.es/press-data-tables-csv-export-en},
  license      = {CC-BY-4.0},
  note         = {Reconciled against Notariado, Tinsa IMIE Q4 2025, AEAT, AirDNA, ECB, and country-specific statutory tax authority sources. Published 16 May 2026.}
}

For citations of the underlying full investor reports, see the source links in each CSV's final row and the canonical report URLs above.

Sources and methodology

Each CSV's final source row enumerates the upstream data anchors. Headline anchors across the three datasets:

Where any source disputes our reconciliation, please write to editorial@musemarbella.es with the underlying data and we will publish corrections in the next quarterly refresh.

Caveats and confidence bands

Three honest caveats applicable to all three datasets:

For journalists and researchers

If you are working on a story or paper that requires deeper disaggregation, cohort-specific cross-tabulation, or extension of the data to a custom geography or persona, write to editorial@musemarbella.es with your specific request. We accommodate qualified press, academic and policy inquiries on a no-fee basis where the resulting publication credits the dataset and links back to the source report.

Refreshed quarterly. Next data drop: 16 August 2026 (Q2 2026 Tinsa final, Notariado Q2 deed-weighted, ECB Q2 FX, refreshed Muse transaction book).

Related reading

Last reviewed and published: 16 May 2026. Datasets refreshed quarterly. Direct corrections, source disputes or addition requests: editorial@musemarbella.es.

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