CSV/JSON Column Stats

Convert CSV and JSON locally, preview rows, and compute descriptive statistics for numeric columns.

Conversion

Paste data here. It is parsed locally in your browser.

Comma-separated. Blank is included by default.

Turn off for generated column_1, column_2 headings.

Leading-zero IDs and unsafe integers stay as text.

Rows summarized

Paste data

Converted output and column stats will appear below.

Column statistics
ColumnTypeCountMissingMeanMedianSample SD
Preview rows
RowValues
Export

sample SD = sqrt(sum((x - mean)^2) / (n - 1)) How?

How this is calculated

CSV is parsed with quote-aware records and a detected or selected delimiter. JSON uses the browser's standard JSON parser. Numeric summaries use finite numeric values only, and sample standard deviation uses denominator n minus 1. Conservative inference keeps leading-zero IDs and unsafe long integers as text.

Formula: sample SD = sqrt(sum((x - mean)^2) / (n - 1))

Sources

  1. RFC 4180, Common Format and MIME Type for CSV Files. IETF. Retrieved .
  2. RFC 8259, The JavaScript Object Notation Data Interchange Format. IETF. Retrieved .
  3. NIST Engineering Statistics Handbook, Measures of Location. NIST. Retrieved .
  4. NIST Engineering Statistics Handbook, Measures of Scale. NIST. Retrieved .

Method last reviewed