Advance Python

A research-oriented Python repository focusing on advanced Python concepts,
scientific computing, and experimental data analysis using Python libraries.

This repository was created to support research interests, academic exploration,
and hands-on experimentation with real datasets and visualizations.

---

📂 Repository Structure

Advance-Python/
│
├── Numpy.py                 # Numerical computing and array operations
├── pandas.py                # Structured data handling and manipulation
├── matplotlib.py            # Visualization fundamentals
│
├── Covid19 dataset.ipynb    # Research-style exploratory data analysis
├── Labels.ipynb             # Plot labeling and annotations
├── Scattergraph.ipynb       # Scatter plot experiments
├── barchart.ipynb           # Bar chart visualizations
├── piechart.ipynb           # Pie chart analysis
├── grid.ipynb               # Grid customization in plots
├── marker.ipynb             # Marker styling experiments
├── Tempproject.ipynb        # Daily temperature visualization project
├── Histogram.ipynb                
├── Frame.ipynb
├── PMN.ipynb
├── npArray1.ipynb               
├── employee.csv             # Dataset used for PMN
├─
├── complete.csv             # Dataset used for experiments
├── .gitignore
├── LICENSE
└── README.md

Clone the repository
git clone https://github.com/RajMajhi/Advance-python.git

Install dependencies
pip install numpy pandas matplotlib jupyter

Run Python scripts
python Numpy.py

Open notebooks
jupyter notebook

🛠️ Tools & Technologies

Python 
NumPy
Pandas
Matplotlib
Jupyter Notebook


Author
@RajMajhi