MyScripter
Tools

SQL Query to Python DataFrame Script

Stop manually rewriting SQL queries in Python. Paste your SQL query and get a complete Python script with database connection setup, query execution, and pandas DataFrame manipulation — ready to copy into your notebook or script.

SQL Query to Python DataFrame Script

How to Use This Tool

  1. Paste your SQL query in the input area.
  2. Select your database type (PostgreSQL, MySQL, SQLite).
  3. Choose output style (basic, with error handling, or full notebook).
  4. Copy the generated Python script.

Features

  • PostgreSQL, MySQL, and SQLite support
  • Automatic import statement generation
  • Connection string template with environment variables
  • Pandas operations for common SQL patterns (GROUP BY, JOIN)
  • Jupyter notebook cell format option

Example

SELECT to pandas

Sample

SELECT id, name FROM users WHERE active = 1;

What you get

Starter pandas read_sql snippet with connection placeholder.

Frequently Asked Questions

Related Tools

CSV to Airtable Schema Mapper

Map CSV data to Airtable fields with automatic type detection.

CSV to SQL INSERT Converter

Generate SQL CREATE TABLE and INSERT statements from CSV data.

JSON to Shopify Product Schema Converter

Convert JSON product data to Shopify-compatible schema format.

Markdown to Notion-Ready Table Converter

Convert Markdown tables into Notion-ready format instantly.

Robots.txt Generator for E-commerce Sites

Generate production-ready robots.txt files tailored for e-commerce platforms.

XML Sitemap Generator for Next.js Apps

Generate XML sitemaps and sitemap.ts code for Next.js applications.

Regex Email Extractor

Extract and deduplicate email addresses from any text block using regex.

XML to JSON Converter

Convert XML documents to clean, structured JSON with one click.

HTML to Markdown Converter

Convert HTML content to clean, readable Markdown for docs and CMS.