Convert JSONL to CSV

Upload a .json or .ndjson file and get back a CSV file. Types are preserved rather than flattened to text. Free, no registration, up to 10MB.

Click to upload or drag and drop

CSV, Excel, SQLite, SQL, DBF (max 10 MB)

How your data is typed in CSV

Generated from the converter's own CSV type mapping — this is what it actually emits, not an example.

Your dataCSV type
Whole numbertext (CSV has no types)
Decimal (money)text (CSV has no types)
Floating pointtext (CSV has no types)
True / falsetext (CSV has no types)
Datetext (CSV has no types)
Date and timetext (CSV has no types)
Short texttext (CSV has no types)
Long texttext (CSV has no types)
Binary datatext (CSV has no types)

Working from a .jsonl file

JSON Lines and NDJSON are the same format under two names, and .jsonl is the spelling used by jq pipelines, Spark and machine-learning tooling. The content converts identically; only the file name causes trouble.

  • The .jsonl extension is not one the uploader recognises. Rename the file to .ndjson or .json - nothing inside it has to change.
  • Tools that write JSON Lines usually emit a directory of shards, part-00000.jsonl and so on. Only one convertible file per upload is accepted, and with no enclosing array to merge, cat part-*.jsonl > all.ndjson is the whole job.
  • Relaxed JSON is not JSON: trailing commas, single quotes and unquoted keys fail to parse, which is what a file written in a JSON5-ish mode will do. Running it through jq normalises it.

The shape of the CSV files you get

CSV is where the type information stops, so what is left to describe is the file itself: how a row is terminated, which fields are quoted, and how a value that used to have a type is spelled out as characters.

  • Rows end with a carriage return and a line feed, the RFC 4180 ending, while a newline inside a quoted field stays the single character it always was. The encoding is UTF-8 with no byte-order mark in front of it.
  • Quotes go on only where they are needed - a field holding a comma, a double quote or a newline - and a quote inside a field is doubled rather than escaped with a backslash. Every other field is written bare.
  • Decimal values are written digit for digit and never through a floating-point number, so a money column that was exact in the source is still exact in the file. Booleans are written lower case, as true and false, which is the spelling this converter's own reader takes back as a boolean.

Reading JSONL

  • JSON types are trusted: 1 and "1" stay different things.
  • Numbers with a decimal point are read as exact decimals rather than floats.
  • Both an array of objects and newline-delimited JSON work, and a wrapped array like {"data": [...]} is unwrapped automatically.
  • Nested objects are kept as JSON rather than flattened into invented column names.

Writing CSV

  • One file per table, with a header row.
  • NULL is written as an empty field, never the word "None".
  • Binary data is written as hex, which is reversible.

What you get

A ZIP containing <table>.csv. If anything about your data needed a judgement call, a _warnings.txt explains it.

Questions

Is converting JSONL to CSV free?
Yes. Files up to 10MB convert free with no account. There is a limit of five conversions per day per IP address.
Will my JSONL data keep its types in CSV?
Yes — that is the point. Whole numbers, decimals, dates and booleans are mapped to real CSV types rather than everything becoming text. The mapping table above shows exactly what you get.
Do you store my file?
No. The file is written to a temporary directory, converted, and the directory is deleted as soon as your download has been sent.

This conversion, under other names

Convert JSONL to something else

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