Class 12 IP Practical Programs: Pandas, Matplotlib & SQL
Free download of every Class 12 IP program with output: pandas Series and DataFrame, CSV, MySQL, Matplotlib charts, SQL function queries and the sample project.
ZIP · 62 KB 133 files Updated 26 Oct 2026 Free
📦 What is inside the ZIP
- 23 folders – one for every lesson with code
- .py files with the real output written as comments
- queries.sql for all SQL lessons
- Sample project: result analysis with pandas and charts
- README.txt – setup for pandas, Matplotlib and MySQL
🧰 What you need
Python 3 with pip install pandas matplotlib. For SQL: MySQL 8.
📚 Learn how it is built
Every file of this download is explained step by step in the free course:
▶ Class 12 Informatics Practices❓ Frequently asked questions
Is this download free?
Yes, completely free. You only need a free CodingEasily account with a confirmed email.
Why is login required to download?
It keeps the files safe, stops other sites from hot-linking them, and lets us tell you about new versions and important fixes.
How do I run the project?
The ZIP includes a README with step-by-step setup. Every step is also explained in the course lessons: Class 12 Informatics Practices.
Can I use it in my own project or practical file?
Yes, for learning, school or college projects and practical files. Understand the code and adapt it to your needs.
