saturn

/home/coolhand/html/datavis/data_trove/data/geographic/scars/master_dataset.csv 3,221 rows sample n=3,221 seed 42 2026-05-01T18:04:49+00:00

Overview

Source/home/coolhand/html/datavis/data_trove/data/geographic/scars/master_dataset.csv
Total rows3,221
Profiled sample3,221
Columns20
Generated2026-05-01T18:04:49+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 (21)
  • 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_011CacHr8ExGbV54TuJFs4Jg'}
  • column:NAME: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_011CacHr8iUVtcbgA53FDjNg'}
  • column:total_population: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_011CacHr9CFHroZtQByhwXcY'}
  • column:black_population: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_011CacHr9nUFtfUkMaZLMwKs'}
  • column:white_population: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_011CacHrAFFYAmhH676EZ69t'}
  • column:hispanic_population: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_011CacHrBfadGHwaDecYRPx9'}
  • column:state: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_011CacHrCVSbCN8nX4p8gvfQ'}
  • column:county: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_011CacHrCyxXpNrFj8xK1WvN'}
  • column:FIPS: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_011CacHrDTEMrVttY7ykcd27'}
  • column:pct_black: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_011CacHrDrYgQxMBu7iRDuQA'}
  • column:pct_white: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_011CacHrERXVEFbFxRkwBTBN'}
  • column:pct_hispanic: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_011CacHrF5iCMhJDJFg7aqSC'}
  • column:poverty_rate: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_011CacHrGBwZKBJP5DuFBXCd'}
  • column:below_poverty_level: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_011CacHrGextEmoA684AMKMM'}
  • column:median_household_income: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_011CacHrHAyNQeDuFfddaLYG'}
  • column:margin_2020: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_011CacHrHcmHips4Dvki9kN1'}
  • column:democratic_pct_2020: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_011CacHrJ4Jhe7Zm2ouAzHeS'}
  • column:republican_pct_2020: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_011CacHrP3SYAa3gAswAyB6A'}
  • column:margin_2016: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_011CacHrPWE3W3nbiedPkoUD'}
  • column:democratic_pct_2016: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_011CacHrS8UywkyV9mu9BqJz'}
  • column:republican_pct_2016: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_011CacHrSrsyY1bU3fivf44m'}

Numeric correlation

NAME text

100.0% of rows are unique strings
rows3,221
null0 (0.0%)
unique3,221
len_min16
len_max42
len_mean24.266
len_median24.000
len_p9531.000
word_mean3.243
word_median3.000
n_empty0
n_duplicates0
duplicate_rate0.000
vocab_size1,983
readability_flesch_mean7.581
emoji_rate0.000
url_rate0.000
one_word_rate0.000
allcaps_rate0.000
boilerplate_rate0.000
Sample values (first 10)
  1. Bibb County, Alabama
  2. Clay County, Georgia
  3. Wyoming County, Pennsylvania
  4. Monroe County, Illinois
  5. Lucas County, Ohio
  6. Grainger County, Tennessee
  7. Lincoln County, Idaho
  8. Logan County, Kansas
  9. Saline County, Illinois
  10. Lamoille County, Vermont

total_population numeric

skew=+13.67 13.7% rows beyond 1.5 IQR
rows3,221
null0 (0.0%)
unique3,160
min117.000
max10,040,682
mean102,398
median25,981
std328,263
q111,125
q366,969
iqr55,844
skew13.674
kurtosis311.909
n_outliers441
outlier_rate0.137
zero_rate0.000

black_population numeric

skew=+10.46 13.6% rows beyond 1.5 IQR
rows3,221
null0 (0.0%)
unique2,066
min0.000
max1,202,260
mean12,914
median859.000
std54,952
q1114.000
q35,553
iqr5,439
skew10.456
kurtosis148.225
n_outliers438
outlier_rate0.136
zero_rate0.028

white_population numeric

skew=+10.35 12.6% rows beyond 1.5 IQR
rows3,221
null0 (0.0%)
unique3,143
min58.000
max4,795,186
mean72,000
median21,282
std191,813
q18,855
q356,553
iqr47,698
skew10.353
kurtosis175.654
n_outliers407
outlier_rate0.126
zero_rate0.000

hispanic_population numeric

skew=+22.75 15.3% rows beyond 1.5 IQR
rows3,221
null0 (0.0%)
unique2,331
min0.000
max4,851,344
mean19,427
median1,209
std125,108
q1377.000
q35,875
iqr5,498
skew22.755
kurtosis744.786
n_outliers492
outlier_rate0.153
zero_rate4.97e-03

state numeric

rows3,221
null0 (0.0%)
unique52
min1.000
max72.000
mean31.282
median30.000
std16.283
q119.000
q346.000
iqr27.000
skew0.157
kurtosis-0.626
n_outliers0
outlier_rate0.000
zero_rate0.000

county numeric

skew=+2.87 5.5% rows beyond 1.5 IQR
rows3,221
null0 (0.0%)
unique326
min1.000
max840.000
mean102.849
median79.000
std106.645
q135.000
q3133.000
iqr98.000
skew2.868
kurtosis11.639
n_outliers178
outlier_rate0.055
zero_rate0.000

FIPS numeric

rows3,221
null0 (0.0%)
unique3,221
min1,001
max72,153
mean31,384
median30,023
std16,298
q119,031
q346,105
iqr27,074
skew0.157
kurtosis-0.631
n_outliers0
outlier_rate0.000
zero_rate0.000

pct_black numeric

skew=+2.33 13.1% rows beyond 1.5 IQR
rows3,221
null0 (0.0%)
unique3,128
min0.000
max87.790
mean9.085
median2.383
std14.498
q10.692
q310.205
iqr9.513
skew2.326
kurtosis5.451
n_outliers422
outlier_rate0.131
zero_rate0.028

pct_white numeric

rows3,221
null0 (0.0%)
unique3,218
min3.290
max100.000
mean81.196
median87.660
std17.348
q173.624
q393.991
iqr20.368
skew-1.562
kurtosis2.301
n_outliers145
outlier_rate0.045
zero_rate0.000

pct_hispanic numeric

skew=+3.11 13.0% rows beyond 1.5 IQR
rows3,221
null0 (0.0%)
unique3,205
min0.000
max99.996
mean11.744
median4.516
std19.397
q12.363
q310.656
iqr8.294
skew3.113
kurtosis9.888
n_outliers420
outlier_rate0.130
zero_rate4.97e-03

poverty_rate numeric

skew=+2.11
rows3,221
null0 (0.0%)
unique3,219
min0.000
max66.193
mean15.381
median13.808
std7.970
q110.337
q318.248
iqr7.910
skew2.111
kurtosis6.922
n_outliers143
outlier_rate0.044
zero_rate3.10e-04

below_poverty_level numeric

skew=+15.11 10.9% rows beyond 1.5 IQR
rows3,221
null0 (0.0%)
unique2,824
min0.000
max1,401,656
mean13,136
median3,831
std44,284
q11,547
q39,937
iqr8,390
skew15.109
kurtosis360.653
n_outliers351
outlier_rate0.109
zero_rate3.10e-04

median_household_income numeric

skew=-56.73 5.7% rows beyond 1.5 IQR
rows3,221
null0 (0.0%)
unique3,099
min-666,666,666
max147,111
mean-152,820
median52,380
std11,747,597
q144,939
q361,239
iqr16,300
skew-56.727
kurtosis3,216
n_outliers182
outlier_rate0.057
zero_rate0.000

margin_2020 numeric

rows3,221
null109 (3.4%)
unique3,112
min-0.868
max0.931
mean0.317
median0.384
std0.321
q10.135
q30.566
iqr0.431
skew-0.821
kurtosis0.229
n_outliers48
outlier_rate0.015
zero_rate0.000

democratic_pct_2020 numeric

rows3,221
null109 (3.4%)
unique3,111
min0.031
max0.921
mean0.333
median0.300
std0.160
q10.209
q30.424
iqr0.215
skew0.833
kurtosis0.252
n_outliers49
outlier_rate0.016
zero_rate0.000

republican_pct_2020 numeric

rows3,221
null109 (3.4%)
unique3,111
min0.054
max0.962
mean0.650
median0.683
std0.161
q10.558
q30.775
iqr0.217
skew-0.809
kurtosis0.206
n_outliers47
outlier_rate0.015
zero_rate0.000

margin_2016 text

100.0% rows are a single word 100.0% rows are all-caps 95th-percentile length under 20 chars
rows3,221
null83 (2.6%)
unique2,554
len_min5
len_max6
len_mean5.896
len_median6.000
len_p956.000
word_mean1.000
word_median1.000
n_empty0
n_duplicates584
duplicate_rate0.186
vocab_size2,554
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. 55.54%
  2. 49.84%
  3. 14.31%
  4. 35.36%
  5. 66.53%
  6. 55.33%
  7. 36.16%
  8. 66.71%
  9. 7.70%
  10. 7.03%

democratic_pct_2016 numeric

rows3,221
null83 (2.6%)
unique3,111
min0.031
max0.928
mean0.317
median0.286
std0.153
q10.205
q30.398
iqr0.193
skew0.937
kurtosis0.666
n_outliers75
outlier_rate0.024
zero_rate0.000

republican_pct_2016 numeric

rows3,221
null83 (2.6%)
unique3,111
min0.041
max0.953
mean0.635
median0.666
std0.156
q10.546
q30.750
iqr0.204
skew-0.814
kurtosis0.357
n_outliers62
outlier_rate0.020
zero_rate0.000