SPSS .sav to CSV/XLSX
Convert SPSS .sav files to CSV or Excel without losing labels
Stats2CSV converts proprietary SPSS datasets into clean, shareable CSV or XLSX files in seconds. Survey weights, value labels, and Unicode characters stay intact, while uploads remain private and are erased right after download.
Convert Your Statistical Files
Upload your SPSS, Stata, or SAS files and convert them to CSV or XLSX format instantly
Upload Your File
Drag and drop your file here, or click to browse
Secure Processing
Temporary processing
Uploads are encrypted in transit, processed in an isolated queue, and securely deleted minutes after conversion finishes.
Accurate conversions
Our pipelines preserve SPSS metadata, convert dates and times sensibly, and keep respondent-level records aligned.
Ready for analysis
Choose CSV for scripting workflows or XLSX for spreadsheet collaborators. Both include optional label columns for readability.
What makes SPSS .sav files unique?
SAV files store more than just rows and columns—they capture variable labels, value-level metadata, measurement scales, and custom missing value rules. These features make SPSS powerful for survey research but harder to exchange with teams who work in Python, R, or spreadsheets. Stats2CSV bridges that gap by translating metadata to a structured CSV or XLSX export, making it easy to collaborate without SPSS licenses.
Inside a .sav file
- Variable labels, formats, and measurement levels
- Value labels for categorical questions
- User-defined missing values (999, -1, etc.)
- Date and time encodings using SPSS epochs
Why convert to CSV/XLSX?
- Share survey data with non-SPSS teammates quickly
- Load datasets into pandas, tidyverse, or BI dashboards
- Archive historical studies in open formats
- Prepare respondent extracts for visualisation tools
Three steps to convert SPSS .sav files
No registration or complex options—just upload, convert, and download. Here's what happens behind the scenes.
Upload your .sav file
Drag a .sav dataset into the converter. Transfers use HTTPS/TLS and stay within a dedicated, access-controlled processing queue.
Select CSV or XLSX
Choose CSV for data science workflows or XLSX for Excel. We unpack variable metadata so you keep context in either format.
Download & verify
Download immediately and open in your preferred tool. Files are deleted automatically once the download succeeds.
SAV to CSV frequently asked questions
How does Stats2CSV handle SPSS value labels?
We translate value labels into dedicated columns so you keep both the coded values and human-readable text. This makes downstream analysis and visualisations easier.
Will missing values or user-defined blanks be preserved?
Yes. Missing value definitions are converted to empty cells, and custom codes such as 999 or -1 remain untouched so you can treat them consistently in your analysis.
What SPSS versions are supported?
The converter accepts .sav files generated by SPSS 16 through the latest IBM SPSS releases, plus PSPP exports. Older legacy files should be re-saved in SPSS before uploading.
Can I convert multiple SPSS files at once?
Stats2CSV processes one dataset per conversion to keep resource usage predictable. Repeat the upload process for each file—there are no daily limits.
Is there a record of my uploaded .sav files?
No. Files are encrypted in transit, held in a temporary workspace during conversion, and securely deleted immediately after your download completes.
Handle sensitive respondents responsibly
SAV files often contain survey responses, demographic segments, and free-text answers. Please ensure you have consent to share data externally and avoid uploading datasets that include direct identifiers unless they are already anonymised. Stats2CSV removes files after conversion, but responsible data handling starts with you.
Preserve survey design logic
Multiple-response sets, Likert scales, and coded skip patterns convert cleanly. CSV exports add helper columns so downstream analysts understand the structure quickly.
Ready for modern analytics stacks
Load the resulting CSV into pandas, dplyr, or dbt without extra cleanup. XLSX exports keep tabular formatting for stakeholders reviewing insights in Excel.