---
title: "Post-earnings-announcement drift (PEAD) conditioned on EPS surprise"
method: GET
path: "/api/v1/equities/{symbol}/earnings/pead"
tags: ["Equities Indices"]
---

# Post-earnings-announcement drift (PEAD) conditioned on EPS surprise

`GET /api/v1/equities/{symbol}/earnings/pead`

Post-earnings-announcement drift (PEAD) around the company's quarterly earnings announcements, conditioned on the EPS surprise. Announcement dates come from SEC 8-K item 2.02 filings; the surprise (BEAT/MISS/MEET) is joined by DATE from the fiscal earnings history (best-effort). Per event: OLS market-model fit on the estimation window [-250, -11] vs `market_proxy` (default SPY), daily abnormal returns over [0, +60], an immediate reaction CAR over [0, +1], and post-reaction drift CARs over [+2,+5], [+2,+20], [+2,+60] (filtered to those ending at or before `drift_window_end`). Events are bucketed by surprise (BEAT/MISS/MEET/UNKNOWN) and a BEAT-minus-MISS drift spread is reported. A drift window that runs past the next announcement's day-0 is flagged (overlaps_next_event) and excluded from the bucket aggregate, but still reported per event. Single-ticker PEAD over a handful of events is DESCRIPTIVE, not a significance test of a market-wide anomaly: per-bucket statistics are flagged exploratory and a small_sample_warning is set below 10 valid events. When the surprise source is unavailable the endpoint degrades to unconditional drift (conditioning_status=unavailable) rather than failing. Daily only (interval=1d).

## Path parameters

- `symbol` string, required

## Query parameters

- `lookback` integer — Number of most-recent earnings events to analyse (1-20, default 8). Bounds the OHLC history fetched and the per-request workload.
- `market_proxy` string — Market-proxy ticker used as the OLS regressor.
- `drift_window_end` integer — Largest drift-window end day (5..60). The drift windows [+2,+5],[+2,+20],[+2,+60] are filtered to those whose end <= this.
- `include_daily_ar` boolean — Return per-event daily abnormal-return arrays over [0, +60]. Off by default to avoid response bloat.

## Response `200`

Successful Response

- EnvelopePeadPayload
  - `data` PeadPayload, required — Full PEAD response payload.
    - `symbol` string, required — Ticker as requested, normalized to upper case.
    - `market_proxy` string, required — Market-proxy ticker used as the OLS regressor (default SPY).
    - `interval` string, required — OHLC interval. Always `1d`.
    - `estimation_window` integer[], required — Estimation window in event-day offsets [start, end] (10-day leakage buffer before day 0).
    - `min_estimation_days` integer, required — Minimum estimation-window return rows required, else the event is skipped.
    - `reaction_window` integer[], required — Immediate-reaction window in event-day offsets [start, end].
    - `drift_windows` array[], required — Post-reaction drift windows computed (inclusive event-day ranges), filtered to those ending at or before drift_window_end.
      - integer[]
    - `event_window` integer[], required — Full daily-AR window in event-day offsets [start, end].
    - `include_daily_ar` boolean, required — Whether per-event daily_ar arrays are included.
    - `conditioning_status` string, required — Surprise conditioning: `available` (all events matched a surprise), `partial` (some matched), or `unavailable` (none matched, or the surprise source failed).
    - `coverage` object, required — Coverage counts: sec_events, valid_events, matched, unknown, unknown_by_reason, n_beat/n_miss/n_meet/n_unknown.
    - `events` PeadEventResult[], required — Per-event results (valid + skipped, in announcement order).
      - `announcement_date` string, nullable — Earnings announcement date from the SEC 8-K item 2.02 filing (`YYYY-MM-DD`).
      - `event_day0_date` string, nullable — Resolved event day-0 trading date (ISO 8601 UTC). Null when the event was skipped.
      - `period` string, nullable — SEC report/announcement (calendar) date carried by the filing (`YYYY-MM-DD`). Equals the announcement date; NOT a fiscal quarter-end.
      - `year` integer, nullable — Calendar year of the report/announcement date (NOT a fiscal year).
      - `quarter` integer, nullable — Calendar quarter (1-4) of the report/announcement date (NOT a fiscal quarter).
      - `filing_window` string, nullable — Announcement timing: BEFORE_OPEN / AFTER_HOURS / DURING_MARKET / null.
      - `event_timing_assumed` boolean, nullable — True when day-0 was assumed (DURING_MARKET or unknown filing window).
      - `surprise_label` string, nullable — BEAT / MISS / MEET from the joined EPS actual vs estimate. Null when no surprise was matched.
      - `surprise_pct` number, nullable — (actual - estimate) / abs(estimate). Null when the estimate is zero or non-finite, or no surprise was matched.
      - `surprise_period` string, nullable — The surprise-source FISCAL quarter-end (`YYYY-MM-DD`) matched to this announcement by date. Distinct from `period` (the calendar announcement date).
      - `surprise_lag_days` integer, nullable — Days between the matched fiscal quarter-end and the announcement date (announcement - surprise_period).
      - `surprise_match_status` string, nullable — `matched` when a fiscal surprise period was joined, else `unknown`.
      - `unknown_reason` string, nullable — Why no surprise was matched: no_surprise_in_window / ambiguous_surprise_period / surprise_period_already_matched / surprise_source_unavailable. Null when matched.
      - `bucket` string, nullable — Assigned surprise bucket: BEAT / MISS / MEET / UNKNOWN.
      - `market_model` MarketModelFit — OLS market-model fit over the estimation window for one event.
        - `alpha` number, required — OLS intercept (daily abnormal-return baseline).
        - `beta` number, required — OLS slope vs the market proxy.
        - `r_squared` number, required — Coefficient of determination (0-1). 0 when degenerate.
        - `n_obs` integer, required — Number of estimation-window return rows used.
        - `model_degenerate` boolean, required — True when the market regressor had zero variance (beta not identifiable, forced to 0).
      - `reaction_car` object, nullable — Immediate-reaction CAR keyed by window (e.g. `0_1`). Null/empty when the event was skipped.
      - `drift_car` object, nullable — Post-reaction drift CAR per window key (e.g. `2_5`, `2_20`, `2_60`). A value is null when the event is too recent for that window.
      - `overlaps_next_event` object, nullable — Per drift window: true when the window extends past the next (later) event's day-0. Overlapping windows are reported per-event but excluded from the bucket aggregate.
      - `daily_ar` number[], nullable — Per-day abnormal returns over [0, +60]. Only present when include_daily_ar=true.
      - `skip_reason` string, nullable — Why the event was excluded: missing_announcement_date / retrospective / announcement_outside_data / insufficient_history / event_too_recent_for_reaction. Null for valid events.
    - `by_bucket` object, required — Per-bucket drift aggregates keyed by bucket label (BEAT / MISS / MEET / UNKNOWN).
    - `pead_spread` PeadSpread[], required — BEAT-minus-MISS mean drift CAR per drift window (the PEAD headline). spread is null when conditioning is unavailable or a bucket is empty.
      - `drift_window` string, required — Drift window key (`<start>_<end>`, e.g. `2_60`).
      - `beat_mean_car` number, nullable — Mean drift CAR of the BEAT bucket for this window. Null when no BEAT events.
      - `miss_mean_car` number, nullable — Mean drift CAR of the MISS bucket for this window. Null when no MISS events.
      - `spread` number, nullable — beat_mean_car - miss_mean_car. Null when conditioning is unavailable or either bucket is empty for this window.
      - `n_beat` integer, required — BEAT events contributing to this window.
      - `n_miss` integer, required — MISS events contributing to this window.
      - `n_unknown` integer, required — UNKNOWN events contributing to this window (no surprise matched).
    - `small_sample_warning` boolean, required — True when fewer than 10 valid events were analysed (single-ticker PEAD is descriptive, not inferential).
    - `descriptive_note` string, required — Static note: single-ticker PEAD is descriptive, not a significance test of a market-wide anomaly.
    - `point_in_time_note` string, required — Static note: EPS actual/estimate values are not point-in-time, so the beat/miss classification can carry look-ahead bias.
    - `source` string — OHLC data source used. Currently always `sugra_finance`.
  - `meta` SugraMeta, required — Metadata attached to every /api/v1/* response envelope.
    - `endpoint` string, required — Requested endpoint path.
    - `data_time` string, required — ISO 8601 UTC timestamp of the source data, not of the request.
    - `response_time` string, required — ISO 8601 UTC timestamp when this response was produced.
    - `provider` string, required — API name and version.
    - `source` string, nullable — Identifier of the primary upstream source used for this response.
    - `attribution` string, nullable — Human-readable attribution mandated by an upstream source (e.g. a securities regulator or self-regulatory organization). Present only on responses whose source requires the owner and source to be clearly identified. Do not remove or alter it when using the response.
    - `fallback_used` boolean, nullable — True when the primary source failed and a fallback produced the data.
    - `fallback_chain` string[], nullable — Ordered list of sources attempted, in the order they were tried.
    - `cached` boolean, nullable — True when this response was served from the internal cache.
    - `stale` boolean, nullable — True when the cached response was returned after the upstream rate-limited or errored. Clients can use this to detect degraded data.

## Other responses

- `401` — Missing or invalid `x-api-key` header.
- `422` — Validation Error
- `429` — Daily rate limit exceeded. Check `X-RateLimit-Reset` for the next window.
- `503` — Upstream source is temporarily unavailable. Retry after a short delay.

---

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