Data science is 80% cleaning and 20% analysis. But what if you could speed up that 80%? From crafting complex regular expressions to documenting your preprocessing pipeline, AI can be a powerful accelerator.
InstaPrompt brings the power of LLMs directly to your browser, helping you solve coding challenges and explain your findings without context switching.
The Data Dilemma
🧹 Messy Data
Writing custom parsers and regex for every new dataset is repetitive and error-prone.
📝 Documentation
Explaining your methodology and code to stakeholders often takes a backseat to coding.
🧠 Complex Algorithms
Quickly recalling the syntax for specific libraries or statistical tests can break your flow.
How InstaPrompt Helps
🔍 Regex Generator
Describe what you want to match (e.g., "dates in YYYY-MM-DD format") and get the regex instantly.
📄 Code Explainer
Highlight a complex block of pandas or SQL code and ask AI to "Explain this step-by-step".
🐍 Syntax Helper
Forget how to do a specific join? Just type "pandas left join syntax" and get a snippet.
Real-World Examples
Generating Regex for Data Cleaning
[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.edu
Explaining SQL Queries
SELECT c.name, SUM(o.total) FROM customers c JOIN orders o ON c.id = o.user_id GROUP BY c.name HAVING SUM(o.total) > 1000;
Key Features for Data Pros
- Jupyter Support: Works within Jupyter Notebooks running in the browser.
- Privacy Focused: Your proprietary data and code snippets aren't stored on our servers.
- Multi-Language: Support for Python, R, SQL, and Julia.
Optimize Your Pipeline
Spend less time cleaning and more time discovering.