saturn

/home/coolhand/data/celestial/exoplanets/exoplanets.csv 6,150 rows sample n=6,150 seed 42 2026-05-01T18:04:38+00:00

Overview

Source/home/coolhand/data/celestial/exoplanets/exoplanets.csv
Total rows6,150
Profiled sample6,150
Columns11
Generated2026-05-01T18:04:38+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 (12)
  • 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_011CacHqKPtb2vPo5gDJc2bX'}
  • column:pl_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_011CacHqKvPt5sbkrCAgUVVv'}
  • column:hostname: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_011CacHqLQug3rsKYvkpJfus'}
  • column:ra: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_011CacHqLsCQiezBX3L9A4GA'}
  • column:dec: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_011CacHqMNhoRtk8KrAkYjbr'}
  • column:sy_dist: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_011CacHqPQVGNjMyt9Rf6dL3'}
  • column:pl_orbper: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_011CacHqPxUrnzFikacaUSUa'}
  • column:pl_orbsmax: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_011CacHqQUjXLP7XbDkCC7VA'}
  • column:pl_bmassj: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_011CacHqQzjbrWwsXRPAiZmU'}
  • column:pl_rade: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_011CacHqRYj2NNb7xJhVJY7T'}
  • column:disc_year: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_011CacHqS3jfv7L85QrTG6ZV'}
  • column:discoverymethod: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_011CacHqSXGNobGBH5uZmU4J'}

Numeric correlation

pl_name text

100.0% of rows are unique strings 95th-percentile length under 20 chars
rows6,150
null0 (0.0%)
unique6,150
len_min5
len_max29
len_mean11.423
len_median11.000
len_p9516.550
word_mean2.242
word_median2.000
n_empty0
n_duplicates0
duplicate_rate0.000
vocab_size4,713
readability_flesch_mean97.688
emoji_rate0.000
url_rate0.000
one_word_rate8.29e-03
allcaps_rate8.62e-03
boilerplate_rate0.000
Sample values (first 10)
  1. TOI-2384 b
  2. Kepler-1469 b
  3. K2-75 b
  4. HD 108863 b
  5. Kepler-1980 b
  6. HD 27969 b
  7. Kepler-318 c
  8. Kepler-230 c
  9. Kepler-288 c
  10. TOI-5799 c

hostname text

75.8% rows are a single word 51.5% rows are all-caps 95th-percentile length under 20 chars 25.5% duplicate strings
rows6,150
null0 (0.0%)
unique4,582
len_min3
len_max27
len_mean9.424
len_median9.000
len_p9515.550
word_mean1.254
word_median1.000
n_empty0
n_duplicates1,568
duplicate_rate0.255
vocab_size4,671
readability_flesch_mean77.186
emoji_rate0.000
url_rate0.000
one_word_rate0.758
allcaps_rate0.515
boilerplate_rate0.000
Sample values (first 10)
  1. TOI-2384
  2. Kepler-1469
  3. K2-75
  4. HD 108863
  5. Kepler-1980
  6. HD 27969
  7. Kepler-318
  8. Kepler-230
  9. Kepler-288
  10. TOI-5799

ra numeric

rows6,150
null0 (0.0%)
unique4,579
min0.186
max359.975
mean232.889
median284.915
std91.676
q1173.285
q3293.227
iqr119.942
skew-1.078
kurtosis-0.144
n_outliers0
outlier_rate0.000
zero_rate0.000

dec numeric

rows6,150
null0 (0.0%)
unique4,579
min-88.121
max86.860
mean18.049
median39.127
std37.075
q1-11.166
q345.384
iqr56.550
skew-0.833
kurtosis-0.447
n_outliers0
outlier_rate0.000
zero_rate0.000

sy_dist numeric

skew=+3.97 5.3% rows beyond 1.5 IQR
rows6,150
null127 (2.1%)
unique4,397
min1.301
max8,340
mean713.311
median377.060
std1,212
q1100.253
q3836.669
iqr736.417
skew3.967
kurtosis17.023
n_outliers321
outlier_rate0.053
zero_rate0.000

pl_orbper numeric

skew=+43.82 17.4% rows beyond 1.5 IQR
rows6,150
null346 (5.6%)
unique5,791
min0.091
max8,040,000
mean4,469
median11.129
std163,307
q14.352
q339.688
iqr35.336
skew43.825
kurtosis1,970
n_outliers1,012
outlier_rate0.174
zero_rate0.000

pl_orbsmax numeric

37.4% null skew=+34.66 15.7% rows beyond 1.5 IQR
rows6,150
null2,301 (37.4%)
unique2,292
min4.40e-03
max19,000
mean21.655
median0.116
std412.166
q10.054
q30.812
iqr0.758
skew34.658
kurtosis1,395
n_outliers604
outlier_rate0.157
zero_rate0.000

pl_bmassj numeric

50.3% null skew=+3.07 13.4% rows beyond 1.5 IQR
rows6,150
null3,091 (50.3%)
unique1,989
min6.29e-05
max30.000
mean2.417
median0.538
std4.706
q10.037
q32.197
iqr2.160
skew3.075
kurtosis10.259
n_outliers410
outlier_rate0.134
zero_rate0.000

pl_rade numeric

25.7% null skew=+3.22 19.1% rows beyond 1.5 IQR
rows6,150
null1,582 (25.7%)
unique2,004
min0.310
max87.206
mean4.456
median2.430
std4.952
q11.620
q34.060
iqr2.440
skew3.218
kurtosis28.665
n_outliers872
outlier_rate0.191
zero_rate0.000

disc_year numeric

rows6,150
null1 (0.0%)
unique34
min1,992
max2,026
mean2,017
median2,016
std4.965
q12,014
q32,021
iqr7.000
skew-0.688
kurtosis1.262
n_outliers109
outlier_rate0.018
zero_rate0.000

discoverymethod categorical

rows6,150
null0 (0.0%)
unique11
top_valueTransit
top_rate0.734
cardinality11
entropy1.189
entropy_ratio0.344
Top values (rank 1–20)
  1. Transit — 4,517
  2. Radial Velocity — 1,182
  3. Microlensing — 275
  4. Imaging — 94
  5. Transit Timing Variations — 39
  6. Eclipse Timing Variations — 17
  7. Orbital Brightness Modulation — 9
  8. Pulsar Timing — 8
  9. Astrometry — 6
  10. Pulsation Timing Variations — 2
  11. Disk Kinematics — 1