saturn

/home/coolhand/html/datavis/data_trove/data/environmental/desert_data.json 52,037 rows sample n=52,037 seed 42 2026-05-01T18:38:15+00:00

Overview

Source/home/coolhand/html/datavis/data_trove/data/environmental/desert_data.json
Total rows52,037
Profiled sample52,037
Columns8
Generated2026-05-01T18:38:15+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_011CacLQ25k7qs3GKLD4WS4H'}
  • column: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_011CacLQ2bzquHMa4iaRUy9z'}
  • column:st: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_011CacLQ3SrEZgNWhb4MGLkW'}
  • column:cty: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_011CacLQ41pvE5ihSHTkaNVN'}
  • column:pov: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_011CacLQ4UMtfWWz4B5jyxxa'}
  • column:inc: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_011CacLQ4uuQbNCZHX4oVB2g'}
  • column:dist_share: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_011CacLQ5QRN1C8x1QfktdyT'}
  • column:pop: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_011CacLQ5rxAcrJA1tnyYR66'}
  • column:snap: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_011CacLQ6KEo2PsBNwr62XvQ'}

Numeric correlation

id text

100.0% of rows are unique strings 100.0% rows are a single word 100.0% rows are all-caps 95th-percentile length under 20 chars
rows52,037
null0 (0.0%)
unique52,037
len_min10
len_max11
len_mean10.842
len_median11.000
len_p9511.000
word_mean1.000
word_median1.000
n_empty0
n_duplicates0
duplicate_rate0.000
vocab_size20,000
readability_flesch_mean121.220
emoji_rate0.000
url_rate0.000
one_word_rate1.000
allcaps_rate1.000
boilerplate_rate0.000
Sample values (first 10)
  1. 13089023418
  2. 17203030300
  3. 40033871200
  4. 41047010201
  5. 26077006103
  6. 54047953600
  7. 6037532303
  8. 8071000300
  9. 55069960200
  10. 21117063603

st categorical

rows52,037
null0 (0.0%)
unique51
top_valueTexas
top_rate0.077
cardinality51
entropy5.192
entropy_ratio0.915
Top values (rank 1–20)
  1. Texas — 4,010
  2. California — 3,727
  3. Florida — 3,018
  4. Ohio — 2,302
  5. Pennsylvania — 2,242
  6. Michigan — 2,073
  7. New York — 2,059
  8. North Carolina — 1,935
  9. Illinois — 1,906
  10. Georgia — 1,751
  11. Virginia — 1,441
  12. Tennessee — 1,358
  13. Indiana — 1,328
  14. New Jersey — 1,210
  15. Missouri — 1,165
  16. Washington — 1,127
  17. Wisconsin — 1,092
  18. Minnesota — 1,085
  19. Alabama — 1,081
  20. Arizona — 1,076

cty text

95th-percentile length under 20 chars 96.4% duplicate strings
rows52,037
null0 (0.0%)
unique1,870
len_min10
len_max33
len_mean14.299
len_median14.000
len_p9518.000
word_mean2.099
word_median2.000
n_empty0
n_duplicates50,167
duplicate_rate0.964
vocab_size1,651
readability_flesch_mean25.910
emoji_rate0.000
url_rate0.000
one_word_rate0.000
allcaps_rate0.000
boilerplate_rate0.000
Sample values (first 10)
  1. DeKalb County
  2. Woodford County
  3. Cotton County
  4. Marion County
  5. Kalamazoo County
  6. McDowell County
  7. Los Angeles County
  8. Las Animas County
  9. Lincoln County
  10. Kenton County

pov numeric

rows52,037
null0 (0.0%)
unique693
min0.000
max99.500
mean13.701
median10.800
std10.577
q16.000
q318.400
iqr12.400
skew1.536
kurtosis3.077
n_outliers2,116
outlier_rate0.041
zero_rate8.65e-04

inc numeric

rows52,037
null0 (0.0%)
unique31,375
min2,499
max250,001
mean78,215
median70,455
std35,728
q154,059
q394,375
iqr40,316
skew1.451
kurtosis3.144
n_outliers2,047
outlier_rate0.039
zero_rate0.000

dist_share numeric

rows52,037
null0 (0.0%)
unique33,000
min0.000
max10,000
mean5,396
median5,503
std3,671
q11,786
q39,378
iqr7,592
skew-0.090
kurtosis-1.506
n_outliers0
outlier_rate0.000
zero_rate0.021

pop numeric

rows52,037
null0 (0.0%)
unique8,732
min102.000
max37,452
mean4,432
median4,169
std2,025
q13,022
q35,523
iqr2,501
skew1.684
kurtosis9.986
n_outliers972
outlier_rate0.019
zero_rate0.000

snap numeric

rows52,037
null0 (0.0%)
unique1,034
min0.000
max1,888
mean191.021
median146.000
std170.208
q166.000
q3268.000
iqr202.000
skew1.709
kurtosis4.702
n_outliers1,918
outlier_rate0.037
zero_rate0.023