saturn

/home/coolhand/html/datavis/data_trove/data/quirky/chocolate_origins.json 2,530 rows sample n=2,530 seed 42 2026-05-01T18:05:04+00:00

Overview

Source/home/coolhand/html/datavis/data_trove/data/quirky/chocolate_origins.json
Total rows2,530
Profiled sample2,530
Columns10
Generated2026-05-01T18:05:04+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 (11)
  • 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_011CacHsCWDMr7aEXYRRj3gD'}
  • column:ref: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_011CacHsEjesMP5FdZFhw9ub'}
  • column:company: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_011CacHsKa7TyYt5Qqv5LHer'}
  • column:company_location: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_011CacHsLTwJXY3i3aqhLGC9'}
  • column:review_date: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_011CacHsM59cTL2cSXANoa55'}
  • column:country_of_bean_origin: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_011CacHsMbQYnFYwZMzkxsmy'}
  • column:specific_bean_origin: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_011CacHsN7uP7bhhA8irnRkb'}
  • column:cocoa_percent: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_011CacHsNeuZf6LjBzAECUa4'}
  • column:ingredients: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_011CacHsPCPyBdtUJu4WxB3S'}
  • column:most_memorable_characteristics: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_011CacHsPpMYHyYsWRRidbz5'}
  • column:rating: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_011CacHsUg3wqMbizpkeZFrs'}

Numeric correlation

ref categorical

rows2,530
null0 (0.0%)
unique630
top_value414
top_rate3.95e-03
cardinality630
entropy9.257
entropy_ratio0.995
Top values (rank 1–20)
  1. 414 — 10
  2. 24 — 9
  3. 404 — 9
  4. 387 — 9
  5. 1462 — 8
  6. 1454 — 8
  7. 431 — 8
  8. 439 — 8
  9. 1450 — 8
  10. 552 — 8
  11. 1458 — 8
  12. 1466 — 8
  13. 370 — 7
  14. 502 — 7
  15. 636 — 7
  16. 572 — 7
  17. 355 — 7
  18. 486 — 7
  19. 478 — 7
  20. 377 — 7

company categorical

top value is 100.0% of rows
rows2,530
null0 (0.0%)
unique1
top_value
top_rate1.000
cardinality1
entropy-0.000
entropy_ratio0.000
Top values (rank 1–20)
  1. — 2,530

company_location categorical

rows2,530
null0 (0.0%)
unique67
top_valueU.S.A.
top_rate0.449
cardinality67
entropy3.675
entropy_ratio0.606
Top values (rank 1–20)
  1. U.S.A. — 1,136
  2. Canada — 177
  3. France — 176
  4. U.K. — 133
  5. Italy — 78
  6. Belgium — 63
  7. Ecuador — 58
  8. Australia — 53
  9. Switzerland — 44
  10. Germany — 42
  11. Spain — 36
  12. Venezuela — 31
  13. Japan — 31
  14. Denmark — 31
  15. Austria — 30
  16. Colombia — 29
  17. New Zealand — 27
  18. Hungary — 26
  19. Brazil — 25
  20. Peru — 23

review_date numeric

rows2,530
null0 (0.0%)
unique16
min2,006
max2,021
mean2,014
median2,015
std3.968
q12,012
q32,018
iqr6.000
skew-0.183
kurtosis-0.773
n_outliers0
outlier_rate0.000
zero_rate0.000

country_of_bean_origin categorical

rows2,530
null0 (0.0%)
unique62
top_valueVenezuela
top_rate0.100
cardinality62
entropy4.717
entropy_ratio0.792
Top values (rank 1–20)
  1. Venezuela — 253
  2. Peru — 244
  3. Dominican Republic — 226
  4. Ecuador — 219
  5. Madagascar — 177
  6. Blend — 156
  7. Nicaragua — 100
  8. Bolivia — 80
  9. Tanzania — 79
  10. Colombia — 79
  11. Brazil — 78
  12. Belize — 76
  13. Vietnam — 73
  14. Guatemala — 62
  15. Mexico — 55
  16. Papua New Guinea — 50
  17. Costa Rica — 43
  18. Trinidad — 42
  19. Ghana — 41
  20. India — 35

specific_bean_origin text

33.8% rows are a single word 36.6% duplicate strings
rows2,530
null0 (0.0%)
unique1,605
len_min3
len_max51
len_mean17.115
len_median14.000
len_p9539.000
word_mean2.681
word_median2.000
n_empty0
n_duplicates925
duplicate_rate0.366
vocab_size2,079
readability_flesch_mean28.412
emoji_rate0.000
url_rate0.000
one_word_rate0.338
allcaps_rate1.58e-03
boilerplate_rate0.000
Sample values (first 10)
  1. Matasawalevu, batch 1
  2. Crayfish Bay Estate, 2014
  3. Hawai'i Island, Big Island
  4. Kokoa Kamili Coop
  5. Duarte Province, El Cibao, batch 10
  6. Maya Mountain, 2017, batch 255
  7. Campesino w/ nibs
  8. Amazonas
  9. Ghana
  10. Jamaica

cocoa_percent numeric

9.3% rows beyond 1.5 IQR
rows2,530
null0 (0.0%)
unique46
min42.000
max100.000
mean71.640
median70.000
std5.617
q170.000
q374.000
iqr4.000
skew1.198
kurtosis6.541
n_outliers235
outlier_rate0.093
zero_rate0.000

ingredients categorical

rows2,530
null0 (0.0%)
unique22
top_value3- B,S,C
top_rate0.395
cardinality22
entropy2.430
entropy_ratio0.545
Top values (rank 1–20)
  1. 3- B,S,C — 999
  2. 2- B,S — 718
  3. 4- B,S,C,L — 286
  4. 5- B,S,C,V,L — 184
  5. 4- B,S,C,V — 141
  6. — 87
  7. 2- B,S* — 31
  8. 4- B,S*,C,Sa — 20
  9. 3- B,S*,C — 12
  10. 3- B,S,L — 8
  11. 4- B,S*,C,V — 7
  12. 5-B,S,C,V,Sa — 6
  13. 1- B — 6
  14. 4- B,S,V,L — 5
  15. 4- B,S,C,Sa — 5
  16. 6-B,S,C,V,L,Sa — 4
  17. 3- B,S,V — 3
  18. 4- B,S*,V,L — 3
  19. 4- B,S*,C,L — 2
  20. 3- B,S*,Sa — 1

most_memorable_characteristics text

98.3% of rows are unique strings
rows2,530
null0 (0.0%)
unique2,487
len_min3
len_max37
len_mean23.062
len_median23.000
len_p9530.000
word_mean3.376
word_median3.000
n_empty0
n_duplicates43
duplicate_rate0.017
vocab_size868
readability_flesch_mean49.707
emoji_rate0.000
url_rate0.000
one_word_rate7.11e-03
allcaps_rate0.000
boilerplate_rate0.000
Sample values (first 10)
  1. chewy, off, rubbery
  2. dark berry, mild floral
  3. intense, tannic, choco, earthy
  4. basic cocoa, gateway
  5. dried fruit, orange peel, cocoa
  6. flat, molasses, creamy
  7. XL nibs, sour, cardboard
  8. blackberry, dirt, high roast
  9. sweet, vanilla, cocoa, mold
  10. sandy, woody, spicy

rating numeric

rows2,530
null0 (0.0%)
unique12
min1.000
max4.000
mean3.196
median3.250
std0.445
q13.000
q33.500
iqr0.500
skew-0.608
kurtosis1.053
n_outliers50
outlier_rate0.020
zero_rate0.000