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🧹 PIRAI AI PREP - Clean Your Data with Natural Language

Stop spending hours on data cleaning. Pirai AI Prep lets you clean messy datasets using plain English - no coding or Excel formulas required.

In this demo, I show you how to:
✅ Standardize mixed date formats (YYYY-MM-DD, DD/MM/YYYY, etc.) to one format
✅ Remove $ signs and commas from salary columns
✅ Fill missing values with median
✅ Split Full_Name into First_Name and Last_Name columns
✅ Add categorical columns (salary ranges)
✅ Sort data

All done in under 3 minutes using natural language instructions.

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🎁 TRY IT FREE (Beta Access):
👉 https://prep.piraiai.com

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💡 WHO IS THIS FOR?
→ Market researchers
→ Academic researchers
→ Business analysts
→ Data scientists
→ Healthcare professionals
→ Anyone who works with survey or research data

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❓ FREQUENTLY ASKED QUESTIONS:

Q: How much does it cost?
A: Free during beta. We're gathering feedback to build the best possible product.

Q: Is my data secure?
A: Absolutely. No data is stored - everything processes in-memory and is immediately discarded.

Q: What if it makes a mistake?
A: Every operation has full undo. Plus, you preview results before downloading.

Q: Do I need to learn coding?
A: Not at all. If you can send a text message, you can use Pirai AI Prep.

Q: What file formats does it support?
A: CSV and Excel (both .xls and .xlsx).

Q: What's the file size limit?
A: Currently 2MB, which is typically thousands of rows.

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🔗 LINKS:
Try Pirai AI Prep: https://prep.piraiai.com
Website: https://piraiai.com
Contact: [email protected]

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📋 INSTRUCTIONS USED IN THIS DEMO:
1. Parse Hire Date column handling mixed formats and convert to YYYY-MM-DD string format
2. Remove dollar signs and commas from Salary column and convert to numeric
3. Replace missing values in Salary column with the median salary
4. Create First_Name column with text before first space in Full_Name, and Last_Name column with text after first space
5. Create a new column called Salary_Range based on Salary: Below 60000 is 'Entry', 60000-75000 is 'Mid', 75000-90000 is 'Senior', above 90000 is 'Executive'
6. Sort by Salary in descending order

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📢 ABOUT PIRAI AI:
Pirai AI is building a conversational AI platform for data work. Pirai AI Prep is our natural language data cleaning tool - part of a larger ecosystem that includes document conversion, workflow automation, and data integration tools.

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💬 FEEDBACK WELCOME!
This is a beta product and we'd love your input. Drop your questions, suggestions, or use cases in the comments below!

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