Extract text from R workspace files (RDATA)
To convert RDATA workspace files to another format, you need RStudio or other Data software.
To convert other file formats to the "R Statistical Data File" file type, you need software like RStudio or a similar tool.
The .RDATA file extension is a binary data file used by the R programming language to save one or more workspace objects, such as vectors, matrices, data frames, or functions. It allows statisticians and data scientists to preserve the exact state of an environment between computing sessions.
You normally open these files using RStudio or the base R console via the load() function. The format relies heavily on R's internal serialization and is often compressed using GZIP to save disk space.
The main problem with .RDATA is its severe lack of interoperability. It is essentially locked inside the R ecosystem. You cannot natively open it in Excel, web browsers, Python, or BI tools like Tableau. Additionally, loading an untrusted .RDATA file is risky because it restores objects directly into your active environment, which can silently overwrite existing variables.
To share data with non-R users or integrate it into modern data pipelines, you must convert it. For broad spreadsheet compatibility, convert to CSV or XLSX. For web applications and APIs, convert to JSON. For large-scale data engineering, convert to .Parquet. Just drag and drop your file here to analyze and convert it - free, online, and without installing software on convert.guru.
Convert.Guru analyzes your RDATA file, detects the exact format, and lets you read the text inside.
Users also converted R, RDA, TEXT, RDS, PDATA, RDAT, DATA, ZIP, XPL, RELOC, RODATA, CSV and DTA files.
If you want to convert RDATA file to CSV, RDS, TXT, PDF, JSON, XML, YAML, YML, TOML, INI, CFG or CONF, you can use RStudio or similar software from the "R Workspace Data Storage" category. In the File menu, look for Save As… or Export….
To convert DBF, XML, SQLITE, XLSX, SQL, TSV, ACCDB, YAML, MDB, CSV, ODS or JSON files to RDATA, try RStudio or another comparable tool in the "R Workspace Data Storage" category.
The history of Convert.Guru began over 25 years ago in California with Tom Simondi’s file-format database. A former contributor to Space Shuttle development and a software pioneer of the 1980s, Simondi established a trusted resource for file type analysis that was even referenced by Microsoft Windows XP. Today, we use modern technology to process and convert thousands of file formats while continually improving our RDATA converter.