Price-band inversion

Cookware Set Under $25 vs Over $80: Loose Handle (2.95×)

Cookware Set priced under $25 report Loose Handle at 3.0x the rate of over $80 ones (0.08% vs 0.03% of reviews, 34,557 vs 43,678).

confidence 0.76 p (adjusted) 0.001765 machine-mined · pending editorial review
Finding

Cookware Set priced under $25 report Loose Handle at 3.0x the rate of over $80 ones (0.08% vs 0.03% of reviews, 34,557 vs 43,678).

Metric

budget0.0008
premium0.0003
ratio2.95
worsebudget
n budget34557
n premium43678

Sample

min_group_n34557
n_budget34557
n_premium43678
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 Loose Handle for Cookware Set?

    source: finding · cookware.db finding f:price:under-25-loose-handle-cookware-set:17 (F2_price_band_inversion) · observed 2023
  2. 2 Signals — what we searched for
    product_type:cookware-setproblem:loose-handle
  3. 3 Evidence — what the data shows
    MetricValueSampleConf.
    budget 0.0008 n = 34557 0.76
    premium 0.0003 n = 34557 0.76
    ratio 2.95 n = 34557 0.76
  4. 4 Products — candidates that follow
  5. 5 Claim — the conclusion, tied to the evidence

    Cookware Set priced under $25 report Loose Handle at 3.0x the rate of over $80 ones (0.08% vs 0.03% of reviews, 34,557 vs 43,678).

    confidence 0.76 · 3 evidence rows

Cookware Set priced under $25 report Loose Handle at 3.0x the rate of over $80 ones (0.08% vs 0.03% of reviews, 34,557 vs 43,678).

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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