Convert Plain Text to RDF Online

Paste a Plain Text table below, edit it if you need to, and get RDF back. The conversion runs in your browser, so nothing is uploaded, there is no size limit and there is no signup.

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Nothing here is uploaded. The parsing happens on this page.
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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 RDF is

RDF in Turtle syntax: subject, predicate, object triples describing each row.

Linked data and semantic web projects.

What changes when you convert Plain Text to RDF

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.

Each row becomes a subject with one predicate per column, under an example.org namespace you will want to change.

What carries over from Plain Text to RDF

One property of the plain text has no home in RDF, and it is worth knowing which before you convert.

RDF wants a type for each column, and plain text does not record one, so each column is typed from what its values look like. A column of digits that should stay text - a zip code, a phone number, a leading-zero id - is the usual thing to check afterwards.

RDF has no header row. The column names are repeated as keys on every record instead, which is why the result is bigger on disk than the table it came from.

The identifier 007 comes out of the RDF 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 RDF file goes wrong.

The quotes around Jonah "Jo" Pryce are escaped with a backslash in the RDF.

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
RDF out
@prefix ex: <http://example.org/> .

ex:row1
    ex:id "007" ;
    ex:name "Halima Yusuf" ;
    ex:role "Analyst, data" ;
    ex:started "2024-03-15" ;
    ex:hours "38.5" .

ex:row2
    ex:id "012" ;
    ex:name "Jonah \"Jo\" Pryce" ;
    ex:role "Engineer" ;
    ex:started "2025-11-02" ;
    ex:hours "" .

ex:row3
    ex:id "104" ;
    ex:name "Wei Chen" ;
    ex:role "Manager" ;
    ex:started "2023-06-30" ;
    ex:hours "40" .

Questions

How do I convert Plain Text to RDF?

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 RDF from the output panel. It takes one step and the data never leaves your browser.

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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