Dataset

Cognitive Biases Library

Structured reference dataset covering the full published cognitive biases library from MetalHatsCats. Each record includes the bias family, canonical source URL, summary, related bias links, and update metadata so researchers, search systems, and LLMs can ground explanations against the complete public library.

Field list

FieldTypeMeaning
idintegerStable source identifier from the Cognitive Biases corpus.
slugstringStable record slug used in the website URL.
titlestringHuman-readable bias name used on the public page.
bias_familystringTop-level cognitive bias family or taxonomy label.
summarystringPlain-language summary extracted from the article description.
related_slugsarray[string]Related bias slugs from the source dataset.
canonical_urlstringCanonical public URL path on MetalHatsCats.
updated_atstringLatest source update timestamp in ISO 8601 format.

Citation and release status

Sample records

Showing the first 5 records from the published JSONL file.

{
  "id": 1,
  "slug": "information-bias-common-source-bias",
  "title": "Common Source Bias – when everyone repeats the same thing",
  "bias_family": "Information Bias",
  "summary": "You watch the news, read blogs, study research – and everywhere you see the same thing? It seems like solid information, but if all sources refer to the same origin, it’s just an echo, not verification.",
  "related_slugs": [
    "availability-heuristic-selection-bias",
    "extension-neglect-base-rate-fallacy",
    "availability-heuristic-frequency-illusion"
  ],
  "canonical_url": "/cognitive-biases/information-bias-common-source-bias",
  "updated_at": "2025-08-29T11:43:58.932Z"
}
{
  "id": 2,
  "slug": "belief-perseverance-conservatism-bias",
  "title": "Conservatism Bias – when new evidence doesn't change old beliefs",
  "bias_family": "Belief Perseverance",
  "summary": "You receive new information, but it barely changes your opinion? That’s Conservatism Bias – the tendency to insufficiently revise one's beliefs even when presented with new evidence.",
  "related_slugs": [
    "confirmation-bias-conservatism-bias",
    "confirmation-bias-backfire-effect",
    "cognitive-dissonance-ben-franklin-effect"
  ],
  "canonical_url": "/cognitive-biases/belief-perseverance-conservatism-bias",
  "updated_at": "2025-08-29T12:09:47.664Z"
}
{
  "id": 3,
  "slug": "cognitive-rigidity-functional-fixedness",
  "title": "Functional Fixedness – when objects can only be used one way",
  "bias_family": "Cognitive Rigidity",
  "summary": "Do you see an object and think it can only be used for its intended purpose? That’s Functional Fixedness – the tendency to perceive an object only in its traditional role, ignoring other possible uses.",
  "related_slugs": [
    "cognitive-rigidity-functional-fixedness",
    "framing-effect-decoy-effect"
  ],
  "canonical_url": "/cognitive-biases/cognitive-rigidity-functional-fixedness",
  "updated_at": "2025-09-02T05:38:57.044Z"
}
{
  "id": 5,
  "slug": "apophenia-clustering-illusion",
  "title": "Clustering Illusion – when randomness looks like a pattern",
  "bias_family": "Apophenia",
  "summary": "Do you see patterns where none exist? That’s Clustering Illusion – the tendency to overestimate the importance of small streaks, clusters, or runs in large sets of random data.",
  "related_slugs": [],
  "canonical_url": "/cognitive-biases/apophenia-clustering-illusion",
  "updated_at": "2025-09-01T10:38:02.309Z"
}
{
  "id": 6,
  "slug": "apophenia-illusory-correlation",
  "title": "Illusory Correlation – when you see a connection that isn’t there",
  "bias_family": "Apophenia",
  "summary": "Do you think two events are connected when it’s just coincidence? That’s Illusory Correlation – the tendency to see a relationship between unrelated things.",
  "related_slugs": [
    "apophenia-clustering-illusion",
    "apophenia-pareidolia",
    "logical-fallacy-berksons-paradox"
  ],
  "canonical_url": "/cognitive-biases/apophenia-illusory-correlation",
  "updated_at": "2025-09-01T10:38:02.309Z"
}

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