Percentage Value Regex for Python
/^-?(?:100(?:\.0{1,4})?|(?:[0-9]{1,2}(?:\.[0-9]{1,4})?))%?$/What this pattern does
This page provides a well-structured, multi-part regular expression for matching percentage value, ported and verified for Python. Financial data validation has zero tolerance for false negatives — a missed invalid entry can corrupt downstream calculations. The snippet below is ready to drop into your Python project — whether you're validating in a Django view, a FastAPI endpoint, or a standalone data processing script.
Python Implementation
# Percentage Value
# ReDoS-safe | RegexVault — Finance > Currency & Money
import re
percentage_value_pattern = re.compile(r'^-?(?:100(?:\.0{1,4})?|(?:[0-9]{1,2}(?:\.[0-9]{1,4})?))%?$')
def validate_percentage_value(value: str) -> bool:
return bool(percentage_value_pattern.fullmatch(value))
# Example
print(validate_percentage_value("0")) # TrueTest Cases
Matches (Valid) | Rejects (Invalid) |
|---|---|
0 | 100.1% |
0% | 200% |
5.5% | -101% |
100% | %5 |
100.0000% | 5%% |
99.99% | abc% |
-3.5% | — |
0.0001% | — |
When to use this pattern
This pattern is drawn from the Finance > Currency & Money category and carries a ReDoS-safe certification. That matters for Python developers because particularly important in Python web servers where CPU-bound regex operations can stall concurrent request handling. RegexVault audits patterns against known backtracking attack vectors, ensuring you have the necessary context before using this regex in a high-stakes production environment.
Common Pitfalls
Basis points (bps) are 1/100 of a percentage point. 1% = 100bps. Do not confuse percentage input (5.5) with decimal input (0.055) in financial formulas — validate and convert explicitly.
Technical Notes
Constrained to -100 to 100. For percentages that can exceed 100% (e.g., year-over-year growth), remove the upper bound: ^-?[0-9]+(?:\.[0-9]{1,4})?%?$ . The percent sign is optional for API input.
Have a pattern that belongs in the vault?
Submit it for review — community-verified patterns get credited to your GitHub handle. Free submissions join the queue. Priority review available for $15.
Submit a Pattern