saturn

/home/coolhand/html/datavis/data_trove/entertainment/movies/letterboxd/users_export.csv 8,139 rows sample n=8,139 seed 42 2026-05-01T17:51:53+00:00

Overview

Source/home/coolhand/html/datavis/data_trove/entertainment/movies/letterboxd/users_export.csv
Total rows8,139
Profiled sample8,139
Columns5
Generated2026-05-01T17:51:53+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 (6)
  • 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_011CacGrw3fUVDUDbYq8b4vz'}
  • 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_011CacGrwUxr1qSQwQQmYhyw'}
  • column:display_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_011CacGrwtWpufUMkuKaTZHN'}
  • column:num_ratings_pages: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_011CacGrxNHjvHKMWyuviMeL'}
  • column:num_reviews: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_011CacGrxsJXDTdJfAFjxsFs'}
  • column:username: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_011CacGryPodrWtLsMPikeEn'}

Numeric correlation

_id text

100.0% of rows are unique strings 100.0% rows are a single word
rows8,139
null0 (0.0%)
unique8,139
len_min24
len_max24
len_mean24.000
len_median24.000
len_p9524.000
word_mean1.000
word_median1.000
n_empty0
n_duplicates0
duplicate_rate0.000
vocab_size8,139
readability_flesch_mean31.967
emoji_rate0.000
url_rate0.000
one_word_rate1.000
allcaps_rate0.000
boilerplate_rate0.000
Sample values (first 10)
  1. 5fc4172fc6cd28ebd99dd0f5
  2. 61b6434e0109cc2a5dcc5bd7
  3. 61eb3a497153a097cfec9ef7
  4. 61d3a1cc0109cc2a5d8091ae
  5. 5fce98661b4f187382e1067e
  6. 622ba824a936b9560071aede
  7. 5fce98691b4f187382e108e0
  8. 61ffe8d4d80f14ddc2373e83
  9. 61d4fcbc0109cc2a5d118c21
  10. 5fc419791ebf67b9fbe4b919

display_name text

59.8% rows are a single word 95th-percentile length under 20 chars
rows8,139
null0 (0.0%)
unique7,136
len_min1
len_max97
len_mean9.283
len_median9.000
len_p9516.000
word_mean1.479
word_median1.000
n_empty0
n_duplicates1,003
duplicate_rate0.123
vocab_size7,487
readability_flesch_mean45.674
emoji_rate0.058
url_rate0.000
one_word_rate0.598
allcaps_rate0.020
boilerplate_rate0.000
Sample values (first 10)
  1. sree
  2. josh
  3. null
  4. dcabatin
  5. Markella
  6. ThanosVav
  7. Josh Barton
  8. erika
  9. ciarrariley
  10. Sascha Nolte

num_ratings_pages numeric

41.7% null skew=+11.24
rows8,139
null3,392 (41.7%)
unique177
min1.000
max1,208
mean32.815
median25.000
std35.232
q115.000
q342.000
iqr27.000
skew11.237
kurtosis298.344
n_outliers236
outlier_rate0.050
zero_rate0.000

num_reviews numeric

skew=+3.92 6.2% rows beyond 1.5 IQR
rows8,139
null0 (0.0%)
unique2,416
min0.000
max17,184
mean868.364
median588.000
std979.147
q1267.000
q31,130
iqr863.000
skew3.923
kurtosis33.306
n_outliers505
outlier_rate0.062
zero_rate9.58e-03

username text

100.0% of rows are unique strings 100.0% rows are a single word 95th-percentile length under 20 chars
rows8,139
null0 (0.0%)
unique8,139
len_min2
len_max15
len_mean9.793
len_median10.000
len_p9515.000
word_mean1.000
word_median1.000
n_empty0
n_duplicates0
duplicate_rate0.000
vocab_size8,139
readability_flesch_mean2.780
emoji_rate0.000
url_rate0.000
one_word_rate1.000
allcaps_rate3.69e-04
boilerplate_rate0.000
Sample values (first 10)
  1. iaiaiand
  2. joshuapeinado
  3. hilanna
  4. dcabatin
  5. markella
  6. thanosvav
  7. josh2410
  8. paintmytrust
  9. ciarrariley
  10. psychotic