Problem concentration

Cookware Set Food Sticking: 7.82× the Catalog Rate

In Cookware Set, Food Sticking appears at 7.8x the catalog average (0.30% vs 0.04% of reviews, 229,181 vs 4,396,680).

confidence 0.99 machine-mined · pending editorial review
Finding

In Cookware Set, Food Sticking appears at 7.8x the catalog average (0.30% vs 0.04% of reviews, 229,181 vs 4,396,680).

Metric

group0.003
baseline0.0004
ratio7.82
n group229181
n baseline4396680
products2108

Sample

min_group_n229181
n_baseline4396680
n_group229181
products2108
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 Food Sticking for Cookware Set?

    source: finding · cookware.db finding f:type-problem:food-sticking-cookware-set:1 (F1_problem_concentration) · observed 2023
  2. 2 Signals — what we searched for
    product_type:cookware-setproblem:food-sticking
  3. 3 Evidence — what the data shows
    MetricValueSampleConf.
    group 0.003 n = 229181 0.99
    baseline 0.0004 n = 229181 0.99
    ratio 7.82 n = 229181 0.99
  4. 4 Products — candidates that follow
  5. 5 Claim — the conclusion, tied to the evidence

    In Cookware Set, Food Sticking appears at 7.8x the catalog average (0.30% vs 0.04% of reviews, 229,181 vs 4,396,680).

    confidence 0.99 · 3 evidence rows
Editor's note

The ratio is 7.8×, but the absolute rates are 0.30% vs 0.04% (229,181 vs 4,396,680 reviews) — a 0.26-point difference. It tells you where sticking concentrates, not your chance of failure. See Cookware sets .

Practical tips
  • Replace the skillet first; it is the piece that fails first.
  • Check the coating, not the body, when a set disappoints.

In Cookware Set, Food Sticking appears at 7.8x the catalog average (0.30% vs 0.04% of reviews, 229,181 vs 4,396,680).

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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