saturn

/home/coolhand/datasets/us-inequality-atlas/source/food_access_atlas_2019.xlsx#Read Me 7 rows sample n=7 seed 42 2026-05-01T23:37:17+00:00

Overview

Source/home/coolhand/datasets/us-inequality-atlas/source/food_access_atlas_2019.xlsx#Read Me
Total rows7
Profiled sample7
Columns1
Generated2026-05-01T23:37:17+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 is the 'Read Me' sheet from the USDA Food Access Research Atlas 2019 download, not an analytical dataset. It contains just 7 rows in a single column of free-text notes describing the workbook's contents, source URL, and release history. Each row is unique, so there is nothing to aggregate or model here. Treat this sheet as documentation and pivot to the sibling sheets (the variable lookup and the main data table) for actual analysis.

Notes about the Food Access Research Atlas download data: high anthropic:claude-opus-4-7

This isn't a real data column — it's the README/preamble lines from the Food Access Research Atlas download, captured as 7 unique rows including 'This file contains multiple spreadsheets:', a USDA URL, and 'Initial release: April 2021'. Each of the 7 values appears exactly once (entropy_ratio 1.0), confirming it's documentation text rather than observations. The column header itself ('Notes about the Food Access Research Atlas download data:') is a sentence, which is a strong tell that the spreadsheet was loaded with the wrong header row.

Notes about the Food Access Research Atlas download data: categorical

7 singleton categories
rows7
null0 (0.0%)
unique7
top_valueThis file contains multiple spreadsheets:
top_rate0.143
cardinality7
entropy2.807
entropy_ratio1.000
Top values (rank 1–20)
  1. This file contains multiple spreadsheets: — 1
  2. 1. A variable lookup that provides explanatory names for all Food Access Research Atlas variables. — 1
  3. 2. A table of all Food Access Research Atlas Data. — 1
  4. 3. Data explanations and data sources are on the Food Access Research Atlas data and documentation download page: — 1
  5. https://www.ers.usda.gov/data-products/food-access-research-atlas/download-the-data/ — 1
  6. Release history: — 1
  7. Initial release: April 2021 — 1