Source: /home/coolhand/datasets/steam-game-network/steam_network.json
Saturn profiled 1 rows across 3 columns. The stats below are deterministic and machine-readable; the prose is a language-model interpretation of those stats (opt-in, added after the fact, never sees raw rows).
!pip install saturn-dissect
import subprocess
subprocess.run([
"saturn", "analyze", "/home/coolhand/datasets/steam-game-network/steam_network.json",
"--findings", "steam-game-network-steam_network.json",
"--llm", "anthropic:claude-opus-4-7",
])This dataset appears to be a Steam game network stored as a single JSON document with three top-level fields: links, meta, and nodes. Because the file was loaded as one row with three nested object columns, the profiler could not introspect any of them and skipped each. To get useful insights, the analyst should explode or normalize the nested structures — most likely treating `nodes` as the list of games and `links` as the edges between them — and re-profile from there. Until that flattening happens, there are no column-level distributions to chart.
citing: row_count · column_count · columns · kinds · source
| column | kind | null % |
|---|---|---|
| nodes | unknown | 0.0% |
| links | unknown | 0.0% |
| meta | unknown | 0.0% |
The column 'nodes' was skipped by the profiler, with only 1 row observed and no statistics computed. Type, uniqueness, and value distribution are all unknown, so nothing substantive can be inferred about its content or role.
Treatment: Re-profile with a larger sample before deciding how to handle.
saturn.columns["nodes"].stats
| stat | value |
|---|---|
| n | 1 |
| nulls | 0 (0.0%) |
| unique | — |
| alert: skipped | no profiler for kind=unknown |
The column "links" was skipped by the profiler, so its semantics cannot be inferred from the evidence. Only one row was seen and uniqueness was not computed; no statistics are available to characterise the values.
Treatment: Re-profile with parsing enabled before deciding whether to keep, drop, or expand this column.
saturn.columns["links"].stats
| stat | value |
|---|---|
| n | 1 |
| nulls | 0 (0.0%) |
| unique | — |
| alert: skipped | no profiler for kind=unknown |
This column is labelled "meta" and was skipped by the profiler, so its type and contents are unknown. Only one row was observed with no nulls, but no unique count, distribution, or sample values are available. Nothing further can be inferred from the evidence.
Treatment: Inspect manually to determine type and content before deciding on use.
saturn.columns["meta"].stats
| stat | value |
|---|---|
| n | 1 |
| nulls | 0 (0.0%) |
| unique | — |
| alert: skipped | no profiler for kind=unknown |
click to copy
@misc{saturn-steam-game-network-steam-network-2026,
author = {Steuber, Luke},
title = {Saturn reading: steam game network steam network},
year ={2026},
howpublished = {\url{https://dr.eamer.dev/saturn/view/steam-game-network-steam_network}},
note = {Profiled with saturn-dissect v0.2.0, prompt saturn-insight-v2, model anthropic:claude-opus-4-7},
}
Steuber, L. (2026). Saturn reading: steam game network steam network. Source: /home/coolhand/datasets/steam-game-network/steam_network.json. Profiled with saturn-dissect v0.2.0 (saturn-insight-v2, anthropic:claude-opus-4-7). Retrieved from https://dr.eamer.dev/saturn/view/steam-game-network-steam_network