saturn

/home/coolhand/html/datavis/data_trove/data/quirky/social_actions.json 2,000 rows sample n=2,000 seed 42 2026-05-01T17:19:45+00:00

Overview

Source/home/coolhand/html/datavis/data_trove/data/quirky/social_actions.json
Total rows2,000
Profiled sample2,000
Columns3
Generated2026-05-01T17:19:45+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.

Dataset high anthropic:claude-opus-4-7

This dataset has 2,000 rows and 3 columns: a numeric `count` and two near-identical text fields (`name` and `full`) that look like short phrases about social behavior. The `count` column is extremely right-skewed (skew 6.26, kurtosis 76.6) with a median of 14 but a max of 461 and 85 outliers — worth investigating before any averaging. The two text columns are essentially twins: same length profile (mean ~28 chars, ~4.5 words), same top words (`your`, `being`, `to`, `a`), and overlapping vocab sizes (1628 vs 1626), suggesting `full` may be a near-duplicate or light reformat of `name`. Start by inspecting the `count` distribution on a log scale and spot-checking a few rows to see how `name` and `full` actually differ.

name medium anthropic:claude-opus-4-7

Despite the column header 'name', the values are short free-text phrases averaging 4.48 words (median 4) and up to 80 characters, with top tokens like 'your', 'being', 'to', and 'people' suggesting descriptive statements rather than proper names. All 2000 rows are unique with zero nulls or duplicates, and a Flesch readability of 51.7 indicates ordinary prose rather than identifiers.

count high anthropic:claude-opus-4-7

A non-negative integer count with 99 distinct values across 2000 rows and no nulls or zeros. The distribution is severely right-skewed (skew 6.26, kurtosis 76.6): the median is 14 and Q3 is 28, yet the max reaches 461, producing 85 outliers (4.25%). Mean (23.17) sits well above median, confirming a heavy tail rather than a symmetric spread.

full high anthropic:claude-opus-4-7

The `full` column holds short English phrases averaging 4.5 words (median 4) and 28 characters, with every one of the 2000 rows unique and no duplicates or empties. Top words like "your", "being", "having", and "people" suggest these are descriptive statements or prompts rather than names or codes. Flesch readability around 51 indicates fairly plain prose, and the vocabulary of 1628 distinct words across 2000 short rows points to varied but thematically related content.

name text

100.0% of rows are unique strings
rows2,000
null0 (0.0%)
unique2,000
len_min5
len_max80
len_mean28.153
len_median24.000
len_p9559.000
word_mean4.480
word_median4.000
n_empty0
n_duplicates0
duplicate_rate0.000
vocab_size1,626
readability_flesch_mean51.692
emoji_rate0.000
url_rate0.000
one_word_rate0.021
allcaps_rate0.000
boilerplate_rate0.000
Sample values (first 10)
  1. seeking help if needed.
  2. failing at something.
  3. being concerned about others.
  4. being violent towards others.
  5. choosing who you spend your time with.
  6. being vain.
  7. still having feelings for an ex.
  8. ignoring someone's birthday.
  9. wanting to win.
  10. eating healthy.

count numeric

skew=+6.26
rows2,000
null0 (0.0%)
unique99
min8.000
max461.000
mean23.174
median14.000
std24.318
q110.000
q328.000
iqr18.000
skew6.264
kurtosis76.592
n_outliers85
outlier_rate0.043
zero_rate0.000

full text

100.0% of rows are unique strings
rows2,000
null0 (0.0%)
unique2,000
len_min5
len_max110
len_mean28.265
len_median24.000
len_p9559.000
word_mean4.495
word_median4.000
n_empty0
n_duplicates0
duplicate_rate0.000
vocab_size1,628
readability_flesch_mean51.634
emoji_rate0.000
url_rate0.000
one_word_rate0.021
allcaps_rate0.000
boilerplate_rate0.000
Sample values (first 10)
  1. seeking help if needed.
  2. failing at something.
  3. being concerned about others.
  4. being violent towards others.
  5. choosing who you spend your time with.
  6. being vain.
  7. still having feelings for an ex.
  8. ignoring someone's birthday.
  9. wanting to win.
  10. eating healthy.