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Scenario mismatch

Stir Fry: Nonstick Failure at 1.58× the Catalog Rate

Products bought for stir fry report Nonstick Failure at 1.6x the catalog average (0.09% vs 0.06% of reviews, 231,216 vs 4,394,645).

confidence 0.99 machine-mined · pending editorial review
Finding

Products bought for stir fry report Nonstick Failure at 1.6x the catalog average (0.09% vs 0.06% of reviews, 231,216 vs 4,394,645).

Metric

scenario rate0.0009
baseline0.0006
ratio1.58
n scenario231216
n baseline4394645

Sample

min_group_n231216
n_baseline4394645
n_scenario231216
Limitations

Review-derived and observational: rates are the share of sampled reviews that mention a problem, not a lab-measured failure rate. Reviews are self-selected, the corpus is a 2023 vintage, and problem mentions come from keyword/NLP labelling. Association is not causation.

How this page was built

The chain from the question to the conclusion. Every number below is aggregated from the review corpus and product data (2023 vintage); no number is generated by AI.

  1. 1 Origin — where the question comes from

    What does the data show about Nonstick Failure for Stir Fry?

    source: finding · cookware.db finding f:scenario:nonstick-failure-stir-fry:19 (F7_scenario_mismatch) · observed 2023
  2. 2 Signals — what we searched for
    scenario:stir-fryproblem:nonstick-failure
  3. 3 Evidence — what the data shows
    MetricValueSampleConf.
    scenario_rate 0.0009 n = 231216 0.99
    baseline 0.0006 n = 231216 0.99
    ratio 1.58 n = 231216 0.99
  4. 4 Products — candidates that follow
  5. 5 Claim — the conclusion, tied to the evidence

    Products bought for stir fry report Nonstick Failure at 1.6x the catalog average (0.09% vs 0.06% of reviews, 231,216 vs 4,394,645).

    confidence 0.99 · 3 evidence rows
AI draft — pending editorial review Editorial policy

Related

Stir FryProblems & complaintsAll findings

Products bought for stir fry report Nonstick Failure at 1.6x the catalog average (0.09% vs 0.06% of reviews, 231,216 vs 4,394,645).

This finding is mined from aggregated Amazon review data (2023 vintage). The evidence chain, metric and limitations are listed below; no number on this page is generated by AI.

This finding is mined from aggregated Amazon review data (2023 vintage) and is an association, not a lab-measured failure rate. Rates are the share of sampled reviews that mention a problem. See the scoring standards and our editorial policy.

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