Source: /home/coolhand/html/datavis/data_trove/data/accessibility/.cache_who/daly_country_2019.xlsx#Notes
Saturn profiled 1 rows across 1 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/html/datavis/data_trove/data/accessibility/.cache_who/daly_country_2019.xlsx#Notes",
"--findings", ".cache_who-daly_country_2019.json",
"--llm", "anthropic:claude-opus-4-7",
])This dataset is essentially a single-row metadata note from the WHO Global Health Estimates 2021 summary tables (June 2024), extracted from the 'Notes' sheet of the DALY country-level workbook. It contains just one column and one value — a URL pointing to the WHO mortality and global health estimates portal. There is no analytical content here to chart or model; the file is a pointer/citation rather than a data table. The first thing to do is open a different sheet in the source workbook to find the actual estimates, since this Notes tab carries no observations.
citing: row_count · column_count · columns[0].n · columns[0].n_unique · columns[0].stats.top_value · columns[0].stats.top_rate · source
saturn.schema() · 1 columns
| column | kind | n | null% | unique | alerts |
|---|---|---|---|---|---|
| GLOBAL HEALTH ESTIMATES 2021 SUMMARY TABLES June 2024 World Health Organization Geneva, Switzerland | categorical | 1 | 0.0% | 1 | long_tail imbalance |
| value | count | share |
|---|---|---|
| https://www.who.int/data/gho/data/themes/mortality-and-global-health-estimates | 1 | 100.0% |
| column | kind | null % |
|---|---|---|
| GLOBAL HEALTH ESTIMATES 2021 SUMMARY TABLES June 2024 World Health Organization Geneva, Switzerland | categorical | 0.0% |
This isn't a real column — the header is the WHO Global Health Estimates 2021 cover text and the single row holds a source URL. With n=1 and cardinality=1 (top_rate=1.0), there is nothing to model here; it's document metadata that leaked into the table.
Treatment: Drop from the analytic frame; retain the URL separately as data provenance.
saturn.columns["GLOBAL HEALTH ESTIMATES 2021 SUMMARY TABLES
June 2024
World Health Organization
Geneva, Switzerland"].stats
| stat | value |
|---|---|
| n | 1 |
| nulls | 0 (0.0%) |
| unique | 1 |
| top_value | https://www.who.int/data/gho/data/themes/mortality-and-global-health-estimates |
| top_rate | 1 |
| cardinality | 1 |
| entropy | 0 |
| entropy_ratio | 0 |
| alert: long_tail | 1 singleton categories |
| alert: imbalance | top value is 100.0% of rows |
GLOBAL HEALTH ESTIMATES 2021 SUMMARY TABLES
June 2024
World Health Organization
Geneva, Switzerland.
| value | count | share |
|---|---|---|
| https://www.who.int/data/gho/data/themes/mortality-and-global-health-estimates | 1 | 100.0% |
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@misc{saturn-.cache-who-daly-country-2019-2026,
author = {Steuber, Luke},
title = {Saturn reading: .cache who daly country 2019},
year ={2026},
howpublished = {\url{https://dr.eamer.dev/saturn/view/.cache_who-daly_country_2019}},
note = {Profiled with saturn-dissect v0.2.0, prompt saturn-insight-v2, model anthropic:claude-opus-4-7},
}
Steuber, L. (2026). Saturn reading: .cache who daly country 2019. Source: /home/coolhand/html/datavis/data_trove/data/accessibility/.cache_who/daly_country_2019.xlsx#Notes. Profiled with saturn-dissect v0.2.0 (saturn-insight-v2, anthropic:claude-opus-4-7). Retrieved from https://dr.eamer.dev/saturn/view/.cache_who-daly_country_2019