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  },
  "period_trajectory_sensitivity": {
    "selection": "top 10 positive and top 10 negative linear slopes",
    "model": "raw unweighted endorsement prevalence in 4 nearly equal-duration calendar periods, plus additive linear-probability period estimates standardized to the full-sample age, observed-composition, weekday, and month distribution",
    "periods": [
      {
        "period": 1,
        "start": "2025-07-08",
        "end": "2025-10-26"
      },
      {
        "period": 2,
        "start": "2025-10-27",
        "end": "2026-02-14"
      },
      {
        "period": 3,
        "start": "2026-02-15",
        "end": "2026-06-05"
      },
      {
        "period": 4,
        "start": "2026-06-06",
        "end": "2026-09-25"
      }
    ],
    "selected_signifiers": 20,
    "first_to_last_same_direction": 20,
    "all_adjacent_transitions_aligned": 7,
    "at_least_two_adjacent_transitions_aligned": 17,
    "median_largest_transition_share_of_absolute_path": 0.635636,
    "adjusted_first_to_last_same_direction": 20,
    "adjusted_all_adjacent_transitions_aligned": 0,
    "adjusted_at_least_two_adjacent_transitions_aligned": 14,
    "same_largest_transition_after_adjustment": 11,
    "adjusted_median_largest_transition_share_of_absolute_path": 0.523688,
    "results": [
      {
        "unadjusted_tail": "positive",
        "unadjusted_tail_rank": 1,
        "signifier": "beautiful",
        "unadjusted_annual_change_percentage_points": 23.966,
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        "period_1_end": "2025-10-26",
        "period_1_observations": 119,
        "period_1_prevalence_percent": 36.134,
        "adjusted_period_1_prevalence_percent": 31.31,
        "period_2_start": "2025-10-27",
        "period_2_end": "2026-02-14",
        "period_2_observations": 122,
        "period_2_prevalence_percent": 30.328,
        "adjusted_period_2_prevalence_percent": 41.488,
        "period_3_start": "2026-02-15",
        "period_3_end": "2026-06-05",
        "period_3_observations": 117,
        "period_3_prevalence_percent": 47.863,
        "adjusted_period_3_prevalence_percent": 52.961,
        "period_4_start": "2026-06-06",
        "period_4_end": "2026-09-25",
        "period_4_observations": 100,
        "period_4_prevalence_percent": 56.0,
        "adjusted_period_4_prevalence_percent": 42.162,
        "period_1_to_2_change_percentage_points": -5.807,
        "adjusted_period_1_to_2_change_percentage_points": 10.178,
        "period_2_to_3_change_percentage_points": 17.535,
        "adjusted_period_2_to_3_change_percentage_points": 11.473,
        "period_3_to_4_change_percentage_points": 8.137,
        "adjusted_period_3_to_4_change_percentage_points": -10.799,
        "first_to_last_change_percentage_points": 19.866,
        "largest_transition": "period_2_to_3",
        "largest_transition_share_of_absolute_path": 0.557055,
        "aligned_adjacent_transitions": 2,
        "opposing_adjacent_transitions": 1,
        "zero_adjacent_transitions": 0,
        "all_adjacent_transitions_aligned": false,
        "first_to_last_same_direction": true,
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    ]
  }
}
