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feat: Enhance classification logic for balanced political analysis (#…
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…6941)

metrics

Purpose: Updated classification thresholds for key political analysis
metrics to ensure balanced representation across categories. From a
political analyst perspective, this adjustment aims to:

- Provide a more nuanced understanding of political careers by refining
thresholds for `experience_level`, `experience_breadth`,
`leadership_profile`, `role_stability`, and `career_phase`.
- Broaden inclusivity for categories like `PARTY_LEADERSHIP` and
`MID_CAREER` to capture diverse political trajectories.
- Better distinguish between levels of leadership and role stability for
accurate profiling.
- Ensure the framework reflects real-world political progression and
specialization trends, enhancing analytical insights.

These changes will improve the granularity and usability of the dataset
for political analysis and strategy development.
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pethers authored Jan 6, 2025
1 parent a5957e6 commit ec28123
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Original file line number Diff line number Diff line change
Expand Up @@ -177,7 +177,9 @@ public enum ExperienceBreadth {
/** The medium. */
MEDIUM,
/** The low. */
LOW
LOW,
/** The very low. */
VERY_LOW
}

/**
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