saturn

/home/coolhand/servers/diachronica/etymology_atlas/processed/cognate_sets.json 4,981 rows sample n=4,981 seed 42 2026-05-01T18:37:03+00:00

Overview

Source/home/coolhand/servers/diachronica/etymology_atlas/processed/cognate_sets.json
Total rows4,981
Profiled sample4,981
Columns8
Generated2026-05-01T18:37:03+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 (9)
  • 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_011CacLJfz8F1wbVyyHXezP1'}
  • column:cognate_id: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_011CacLJgT9rVBCGGgQUP53c'}
  • column:concept: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_011CacLJgrU2jiraKFX8Bv1r'}
  • column:words: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_011CacLJhzvPxnKjEYi4MZxH'}
  • column:source_dataset: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_011CacLJir1wjH4mdC312pKF'}
  • column:confidence: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_011CacLJjGKm41giwrd6Mc6K'}
  • column:word_count: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_011CacLJk8udFtuty8CeFmHK'}
  • column:language_count: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_011CacLJkcRvmt7FmXmV6A5T'}
  • column:sources: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_011CacLJm6xExUtiHYDfVarL'}

Numeric correlation

cognate_id text

100.0% of rows are unique strings 100.0% rows are a single word 95th-percentile length under 20 chars
rows4,981
null0 (0.0%)
unique4,981
len_min7
len_max10
len_mean9.884
len_median10.000
len_p9510.000
word_mean1.000
word_median1.000
n_empty0
n_duplicates0
duplicate_rate0.000
vocab_size4,981
readability_flesch_mean121.220
emoji_rate0.000
url_rate0.000
one_word_rate1.000
allcaps_rate0.000
boilerplate_rate0.000
Sample values (first 10)
  1. iecor:12
  2. iecor:8032
  3. iecor:9076
  4. iecor:8599
  5. iecor:5170
  6. iecor:9758
  7. iecor:5291
  8. iecor:9282
  9. iecor:8613
  10. iecor:322

concept categorical

top value is 100.0% of rows
rows4,981
null0 (0.0%)
unique1
top_value
top_rate1.000
cardinality1
entropy-0.000
entropy_ratio0.000
Top values (rank 1–20)
  1. — 4,981

words unknown

no profiler for kind=unknown
rows4,981
null0 (0.0%)

source_dataset categorical

top value is 100.0% of rows
rows4,981
null0 (0.0%)
unique1
top_valueiecor
top_rate1.000
cardinality1
entropy-0.000
entropy_ratio0.000
Top values (rank 1–20)
  1. iecor — 4,981

confidence numeric

only one distinct value
rows4,981
null0 (0.0%)
unique1
min1.000
max1.000
mean1.000
median1.000
std0.000
q11.000
q31.000
iqr0.000
skew0.000
kurtosis0.000
n_outliers0
outlier_rate0.000
zero_rate0.000

word_count numeric

skew=+6.84 13.0% rows beyond 1.5 IQR
rows4,981
null0 (0.0%)
unique93
min1.000
max157.000
mean5.168
median2.000
std12.135
q11.000
q34.000
iqr3.000
skew6.837
kurtosis59.740
n_outliers649
outlier_rate0.130
zero_rate0.000

language_count numeric

skew=+6.84 13.0% rows beyond 1.5 IQR
rows4,981
null0 (0.0%)
unique94
min1.000
max157.000
mean5.166
median2.000
std12.130
q11.000
q34.000
iqr3.000
skew6.838
kurtosis59.775
n_outliers649
outlier_rate0.130
zero_rate0.000

sources unknown

no profiler for kind=unknown
rows4,981
null0 (0.0%)