Scientific data utilities for validation, statistics, and structured data processing
SciDataUtils provides web-based tools for validating scientific data formats, computing statistics, and performing deterministic transformations on structured datasets. Suitable for fast inspection and preprocessing — with the option to scale to larger datasets and workflows when needed.
No installation and no account required.
Supports FASTA, FASTQ, and other structured scientific data formats.
Principles:DeterministicNo hidden transformationsNo installation
Get started in seconds
Choose a tool, paste your data or upload a small file, and get clear, deterministic results right away.
Need to run on larger datasets? Request custom analysis
Email: contact@scidatautils.org
What you’ll find here
Sanity checks
Validation and consistency checks to detect format and data issues early.
Summaries
Descriptive statistics and summaries for common scientific data formats.
Transforms
Deterministic conversions and safe transformations (no hidden heuristics).
Utilities
Purpose-built tools designed for clear, predictable, and reproducible results.
Some tools include interactive tables and plots to explore distributions, filter data, and export results.
