Clean EHR Export Data — Instantly
Paste messy text exported from Epic, Cerner, Meditech, or any EHR system. Fix spacing, OCR errors, broken codes, dollar amounts, and prepare clean data for Excel. 100% private — no data ever leaves your browser.
How to Clean EHR Export Data
This tool repairs common formatting issues found in data exported from electronic health record systems.
Step 1 — Paste Your Messy Text
Copy the raw export from your EHR (Epic, Cerner, Meditech, etc.) and paste it into the input box above.
Step 2 — Choose Cleaning Options
Select which fixes to apply: collapse extra spaces, repair broken codes (CPT, ICD‑10, HCPCS), fix dollar amounts, normalize date formats, trim lines, and remove duplicate rows.
Step 3 — Get Clean, Excel‑Ready Data
The cleaned version appears instantly on the right. Copy it to your clipboard or download as a .txt file. Paste directly into Excel or your billing software.
Common EHR Export Problems This Tool Solves
Who Uses This Tool
Common Tasks This Tool Solves
- Fix messy patient demographics like “John Doe” → “John Doe”
- Repair broken CPT codes (e.g., “9921 3 – 2 5” → “99213-25”)
- Clean ICD‑10 codes with spaces (e.g., “E 11 .9” → “E11.9”)
- Fix HCPCS codes (e.g., “J 1 1 0 0” → “J1100”)
- Normalize dollar amounts for Excel (e.g., “$ 1 250 . 00” → “$1250.00”)
- Remove duplicate rows that accidentally appear in exports
- Prepare data for pivot tables and reports
Frequently Asked Questions
Does it work with all EHR systems?
Yes. The tool is designed to handle common formatting issues from Epic, Cerner, Meditech, Allscripts, eClinicalWorks, and others. Just paste the raw text.
Will it break normal words?
No. The “fix broken codes” option only merges sequences where each token is a single character (like “9 9 2 1 3”). Normal words contain multi‑character tokens and are left untouched.
How are duplicates detected?
After applying all cleaning steps, lines that are exactly the same are considered duplicates and only the first occurrence is kept.
Is it safe for PHI?
Absolutely. All processing happens in your browser – no data is ever sent to a server. It’s 100% HIPAA‑safe.
🔒 Privacy & HIPAA Safety
This tool processes all text entirely in your web browser using JavaScript. No data is ever transmitted to any server, stored in any database, or sent over the internet. Your patient data never leaves your computer.
This client‑side architecture makes it safe for use with documents containing Protected Health Information (PHI) under HIPAA guidelines. No Business Associate Agreement (BAA) is required.