Convert Plain Text to CSV Online

Turn a block of aligned text into a CSV. Fixed-width columns and whitespace-separated columns are both handled, and you can fix the split in the grid before exporting.

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The output will appear here once there is a table to convert.

What Plain Text is

Plain text here means columns lined up with spaces, the way a command line tool prints a table.

Terminal output, log files, fixed-width exports from older systems.

What CSV is

CSV is a text file where each line is a row and commas separate the fields. There is no type system, no formatting and no second sheet. Every value is text until something downstream decides otherwise.

Almost every database, analytics tool and spreadsheet can read and write it, which is why exports default to it.

What changes when you convert Plain Text to CSV

Two shapes are handled. If the same character positions are blank on every line, those gutters are treated as column boundaries, so values containing single spaces stay intact. Otherwise the lines are split on runs of whitespace.

Any value containing the delimiter, a quote or a line break gets wrapped in quotes, and embedded quotes are doubled. That is the rule in RFC 4180 and it is what spreadsheet software expects.

The layout has to be worked out from the text itself, because a text table does not say where its columns are. If the same character positions are blank on every line, those gutters are treated as the column boundaries. That is what keeps a value like New York in one cell instead of two.

If the lines do not agree on gutter positions, the fallback is to split on runs of whitespace. That is right for command line output and wrong for any value containing a space, which is why the grid is there to fix it.

The first line becomes the header. If your text starts straight into data, add a row at the top in the grid or turn the header off in the output options.

What carries over from Plain Text to CSV

CSV can express everything plain text holds about a table, so this conversion is about shape rather than loss.

plain text and CSV can express the same things about a table, so nothing is lost here - only rewritten. Columns are held apart by spacing alone, so the alignment is the structure. Every value is text; whether the first row is a header is a convention, not part of the format.

That makes this a change of notation rather than of content: the same values, the same columns, the same order, written with the markers CSV expects instead of the ones plain text uses.

The identifier 007 comes out of the CSV as 007. Reading it as a number would have made it 7, and an id that changes value is worse than one that stays text.

The role "Analyst, data" survives with its comma, in one cell rather than split across two. That is the first thing to check in any converted table, and the usual place a CSV file goes wrong.

The quotes around Jonah "Jo" Pryce are doubled, which is how the delimited formats escape a quote in the CSV.

A worked example

Three rows of staff data, with an identifier that has a leading zero, a value containing a comma, a value containing quotes and one blank cell. Those are the four places formats disagree, so they are the four places to look.

Plain Text in
id   name              role           started     hours
007  Halima Yusuf      Analyst, data  2024-03-15  38.5
012  Jonah "Jo" Pryce  Engineer       2025-11-02
104  Wei Chen          Manager        2023-06-30  40
CSV out
id,name,role,started,hours
007,Halima Yusuf,"Analyst, data",2024-03-15,38.5
012,"Jonah ""Jo"" Pryce",Engineer,2025-11-02,
104,Wei Chen,Manager,2023-06-30,40

Questions

How do I convert Plain Text to CSV?

Paste your Plain Text into the box above or drop the file onto it. Check the table in the grid, then copy or download the CSV from the output panel. It takes one step and the data never leaves your browser.

Why does my CSV open with all the data in one column?

The file uses a delimiter your spreadsheet did not expect. Exports from European locales often use semicolons because the comma is the decimal separator there. Change the delimiter in the export options and the columns split correctly.

My columns split in the wrong place. What now?

Edit the grid directly. The split is a guess made from spacing, and no guess is right for every file. Fixing three cells by hand is faster than finding a tool that guesses differently.

Is there a limit on file size?

No. The work happens on your own machine, so the limit is your machine's memory rather than an upload cap. A file with tens of thousands of rows converts in a second or two.

Is my data uploaded anywhere?

No. The parsing and generating are done by JavaScript running on this page. You can watch the network tab while you convert and see that nothing is sent.

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