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motief/reports/overton_window/svd_stability_report.md

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SVD Center Drift & Axis Stability Report

Axis Stability Validation

Stability threshold: Spearman ρ ≥ 0.7 for both axes. Maximum unstable pairs allowed: 2.

Result: 9 unstable pair(s) out of 10 consecutive window pairs.

CONCLUSION: SVD axes are too unstable for longitudinal comparison. Positions may reflect re-orientation rather than genuine drift. The following drift metrics and chart should be interpreted with extreme caution.

  • Mean axis-1 correlation: 0.0054
  • Mean axis-2 correlation: 0.2128

Per-Pair Stability Details

Window Pair Axis 1 ρ Axis 2 ρ Unstable Shared Parties
2016-2017 -0.439 0.257 YES BBB, CDA, ChristenUnie, D66, DENK, GrBvK, GroenLinks-PvdA, Houwers, Klein, Krol, Monasch, NSC, PVV, PvdD, SGP, SP, VVD, Van Vliet
2017-2018 -0.779 0.876 YES 50PLUS, BBB, CDA, ChristenUnie, D66, DENK, FVD, GroenLinks-PvdA, Groep Van Haga, Krol, NSC, PVV, PvdD, SGP, SP, VVD
2018-2019 0.897 -0.024 YES 50PLUS, BBB, CDA, ChristenUnie, D66, DENK, FVD, GroenLinks-PvdA, Groep Van Haga, Krol, NSC, PVV, PvdD, SGP, SP, VVD
2019-2020 -0.819 0.353 YES 50PLUS, BBB, CDA, ChristenUnie, D66, DENK, FVD, GroenLinks-PvdA, Groep Van Haga, Krol, NSC, PVV, PvdD, SGP, SP, VVD, vKA
2020-2021 0.797 -0.772 YES 50PLUS, BBB, CDA, ChristenUnie, D66, DENK, FVD, GroenLinks-PvdA, Groep Van Haga, Krol, NSC, PVV, PvdD, SGP, SP, VVD, vKA
2021-2022 0.893 0.910 no BBB, BIJ1, CDA, ChristenUnie, D66, DENK, Ephraim, FVD, Fractie Den Haan, GroenLinks-PvdA, Groep Van Haga, JA21, NSC, PVV, PvdD, SGP, SP, VVD, Volt
2022-2023 0.889 -0.379 YES BBB, BIJ1, CDA, ChristenUnie, D66, DENK, Ephraim, FVD, Fractie Den Haan, GroenLinks-PvdA, Groep Van Haga, JA21, NSC, PVV, PvdD, SGP, SP, VVD, Volt
2023-2024 -0.229 0.821 YES BBB, CDA, ChristenUnie, D66, DENK, FVD, GroenLinks-PvdA, JA21, NSC, PVV, PvdD, SGP, SP, VVD, Volt
2024-2025 -0.757 0.779 YES BBB, CDA, ChristenUnie, D66, DENK, FVD, GroenLinks-PvdA, JA21, NSC, PVV, PvdD, SGP, SP, VVD, Volt
2025-2026 -0.400 -0.694 YES 50PLUS, BBB, CDA, ChristenUnie, D66, DENK, FVD, GroenLinks-PvdA, JA21, NSC, PVV, PvdD, SGP, SP, VVD, Volt

Centrist Center of Gravity

Window Centrist Ax1 Centrist Ax2 Right Ax1 Right Ax2 Centrist Parties Present Right Parties Present
2016 5.1514 0.1220 5.6432 0.5936 BBB, CDA, ChristenUnie, D66, NSC, VVD PVV, SGP
2017 -3.6524 -0.7100 -3.7095 1.3546 BBB, CDA, ChristenUnie, D66, NSC, VVD FVD, PVV, SGP
2018 5.1662 -0.8347 2.2336 3.7263 BBB, CDA, ChristenUnie, D66, NSC, VVD FVD, PVV, SGP
2019 11.7312 -2.6126 7.1092 6.5966 BBB, CDA, ChristenUnie, D66, NSC, VVD FVD, PVV, SGP
2020 -27.1482 2.8304 -9.2387 -14.1063 BBB, CDA, ChristenUnie, D66, NSC, VVD FVD, PVV, SGP
2021 -15.9032 -0.6795 -6.3142 19.8728 BBB, CDA, ChristenUnie, D66, NSC, VVD FVD, JA21, PVV, SGP
2022 -28.5270 -0.6204 -3.8504 19.8373 BBB, CDA, ChristenUnie, D66, NSC, VVD FVD, JA21, PVV, SGP
2023 -15.7130 0.1571 -5.0623 -15.8667 BBB, CDA, ChristenUnie, D66, NSC, VVD FVD, JA21, PVV, SGP
2024 26.2822 19.2003 24.9072 -0.8372 BBB, CDA, ChristenUnie, D66, NSC, VVD FVD, JA21, PVV, SGP
2025 -8.1667 12.0249 -14.5604 1.7604 BBB, CDA, ChristenUnie, D66, NSC, VVD FVD, JA21, PVV, SGP
2026 -13.6251 3.4321 -3.8011 16.7538 BBB, CDA, ChristenUnie, D66, NSC, VVD FVD, JA21, PVV, SGP

Drift Metrics (UNRELIABLE — Axes Unstable)

Drift metrics were computed but are unreliable due to axis instability. Cross-window comparisons on unstable axes conflate positional change with axis re-orientation.

Chart

SVD Drift Chart

Interpretability Statement

SVD axes are too unstable for longitudinal comparison. The trajectory plotted above may reflect axis re-orientation (each SVD window independently determines its principal axes) rather than genuine ideological drift. We recommend against drawing conclusions from this analysis.


Note: SVD axes reflect voting patterns, not semantic content. A shift means voting behavior changed, not that parties changed their rhetoric. See: docs/solutions/best-practices/svd-labels-voting-patterns-not-semantics.md