saturn

/home/coolhand/html/datavis/data_trove/cache/quirky/social_norms.parquet 12,383 rows sample n=12,383 seed 42 2026-05-01T18:08:01+00:00

Overview

Source/home/coolhand/html/datavis/data_trove/cache/quirky/social_norms.parquet
Total rows12,383
Profiled sample12,383
Columns6
Generated2026-05-01T18:08:01+00:00

Insights opt-in

Model-generated narrative. These are opinions, not facts — the stats below are what saturn measured. Generated by: anthropic:claude-opus-4-7.

Errors during insight pass (7)
  • dataset:__global__:anthropic:claude-opus-4-7: BadRequestError — Error code: 400 - {'type': 'error', 'error': {'type': 'invalid_request_error', 'message': 'Your credit balance is too low to access the Anthropic API. Please go to Plans & Billing to upgrade or purchase credits.'}, 'request_id': 'req_011CacJ6EoVJw1Ph7CViXBgS'}
  • column:subject:anthropic:claude-opus-4-7: BadRequestError — Error code: 400 - {'type': 'error', 'error': {'type': 'invalid_request_error', 'message': 'Your credit balance is too low to access the Anthropic API. Please go to Plans & Billing to upgrade or purchase credits.'}, 'request_id': 'req_011CacJ6FGGaDQ25toSGMeM2'}
  • column:grade:anthropic:claude-opus-4-7: BadRequestError — Error code: 400 - {'type': 'error', 'error': {'type': 'invalid_request_error', 'message': 'Your credit balance is too low to access the Anthropic API. Please go to Plans & Billing to upgrade or purchase credits.'}, 'request_id': 'req_011CacJ6Fk3ANStMWKGMkVhj'}
  • column:skill:anthropic:claude-opus-4-7: BadRequestError — Error code: 400 - {'type': 'error', 'error': {'type': 'invalid_request_error', 'message': 'Your credit balance is too low to access the Anthropic API. Please go to Plans & Billing to upgrade or purchase credits.'}, 'request_id': 'req_011CacJ6GVBtYiM6tDFKSVTG'}
  • column:question:anthropic:claude-opus-4-7: BadRequestError — Error code: 400 - {'type': 'error', 'error': {'type': 'invalid_request_error', 'message': 'Your credit balance is too low to access the Anthropic API. Please go to Plans & Billing to upgrade or purchase credits.'}, 'request_id': 'req_011CacJ6HPWK1dfwmZbRiekK'}
  • column:choices:anthropic:claude-opus-4-7: BadRequestError — Error code: 400 - {'type': 'error', 'error': {'type': 'invalid_request_error', 'message': 'Your credit balance is too low to access the Anthropic API. Please go to Plans & Billing to upgrade or purchase credits.'}, 'request_id': 'req_011CacJ6JAtSChvX7kdKVf1R'}
  • column:answer_idx:anthropic:claude-opus-4-7: BadRequestError — Error code: 400 - {'type': 'error', 'error': {'type': 'invalid_request_error', 'message': 'Your credit balance is too low to access the Anthropic API. Please go to Plans & Billing to upgrade or purchase credits.'}, 'request_id': 'req_011CacJ6Jh9KPMnMyE4XhLHp'}

Languages detected

Per-string language detection across text columns (sampled).

subject categorical

rows12,383
null0 (0.0%)
unique2
top_valuelanguage arts
top_rate0.813
cardinality2
entropy0.695
entropy_ratio0.695
Top values (rank 1–20)
  1. language arts — 10,068
  2. social studies — 2,315

grade categorical

rows12,383
null0 (0.0%)
unique14
top_valuegrade-5
top_rate0.205
cardinality14
entropy3.513
entropy_ratio0.923
Top values (rank 1–20)
  1. grade-5 — 2,537
  2. grade-3 — 1,559
  3. grade-8 — 1,389
  4. grade-9 — 1,025
  5. grade-6 — 1,017
  6. grade-7 — 807
  7. grade-11 — 790
  8. grade-2 — 653
  9. grade-10 — 649
  10. grade-12 — 564
  11. grade-4 — 541
  12. kindergarten — 446
  13. grade-1 — 284
  14. pre-k — 122

skill categorical

rows12,383
null0 (0.0%)
unique402
top_valueunderstand-overall-supply-and-demand
top_rate0.019
cardinality402
entropy7.949
entropy_ratio0.919
Top values (rank 1–20)
  1. understand-overall-supply-and-demand — 238
  2. choose-between-adjectives-and-adverbs — 176
  3. determine-the-meanings-of-greek-and-latin-roots — 165
  4. describe-the-difference-between-related-words — 162
  5. costs-and-benefits — 160
  6. is-it-a-complete-sentence-or-a-fragment — 156
  7. use-greek-and-latin-roots-as-clues-to-the-meanings-of-words — 137
  8. identify-vague-pronoun-references — 136
  9. what-does-the-punctuation-suggest — 131
  10. determine-the-meanings-of-words-with-greek-and-latin-roots — 128
  11. use-the-correct-homophone — 128
  12. analogies — 127
  13. classify-logical-fallacies — 123
  14. is-it-a-phrase-or-a-clause — 117
  15. is-the-sentence-declarative-interrogative-imperative-or-exclamatory — 116
  16. analogies-challenge — 113
  17. is-the-sentence-simple-compound-complex-or-compound-complex — 108
  18. is-it-a-complete-sentence-or-a-run-on — 107
  19. use-guide-words — 106
  20. recall-the-source-of-an-allusion — 105

question text

24.3% duplicate strings
rows12,383
null0 (0.0%)
unique9,375
len_min3
len_max6,441
len_mean313.405
len_median120.000
len_p951,502
word_mean52.198
word_median20.000
n_empty0
n_duplicates3,008
duplicate_rate0.243
vocab_size31,660
readability_flesch_mean73.853
emoji_rate0.000
url_rate0.000
one_word_rate2.42e-04
allcaps_rate3.23e-04
boilerplate_rate0.000
Sample values (first 10)
  1. Biology is the study of living things. The root **logy** means "the study of something". What does the root **bio** mean?
  2. Complete the text with the better word. The managers were impressed with Jamie's ___ during his interview. He spoke clearly about his relevant experience and didn't shy away from asking questions.
  3. Guitar makers use a special kind of wood to build their instruments. But the trees that produce that kind of wood are running out. Over time, what will probably happen to the overall supply of new guitars?
  4. What does the following sentence suggest? Unfortunately, all the wedding rings in Gabby's store that are made of pure gold are above my price range.
  5. What is the meaning of **joined at the hip**? Julia and her friend Beth met in middle school and immediately became **joined at the hip**.
  6. Which is the best way to complete the text? A colony of carpenter bees built a nest in the decrepit wood shed in our ___ don't intend to disturb them in their new home.
  7. Complete the sentence with the correct homophone. We heard a noisy owl in the woods last ___
  8. What kind of sentence is this? Why are Dillon and Maya arguing?
  9. Which expression of thanks is more formal?
  10. In 1800, where did most Americans live?

choices unknown

no profiler for kind=unknown
rows12,383
null0 (0.0%)

answer_idx numeric

rows12,383
null0 (0.0%)
unique4
min0.000
max3.000
mean0.773
median1.000
std0.821
q10.000
q31.000
iqr1.000
skew0.945
kurtosis0.408
n_outliers577
outlier_rate0.047
zero_rate0.429