Pistols Data Analysis 🧐

A Python project showcasing data analysis and visualization skills using a dataset of pistols.
This project demonstrates how to clean, manipulate, and visualize data using Pandas and Matplotlib.

---

📂 Dataset

The project uses ListOfPistols.csv, which contains information about various pistols:

• Name
• Year of introduction
• Cartridge type
• Manufacturer
• Country of origin

---

📊 Visualizations

This project includes multiple insightful visualizations:

1. Oldest Pistols
   Line chart showing the 5 oldest pistols in the dataset.

   

2. Pistols Cartridge Distribution
   Pie chart displaying the most common pistol cartridges.

   

3. Top Pistol-Producing Countries
   Pie chart showing which countries produced the most pistols.

   

4. Manufacturers with Most Pistol Types
   Bar chart highlighting manufacturers with the largest number of pistol models.

   

---

🛠️ Technologies Used

• Python – Programming language for data analysis
• Pandas – Data manipulation and aggregation
• Matplotlib – Data visualization

---

⚡ How to Run

Clone the repository and navigate to the project folder:

git clone https://github.com/askoti/pistols_da.git
cd pistols_da

Install dependencies:

pip install pandas matplotlib

Run the application:

python app.py

Follow the prompts to view different visualizations.

---

🎯 Purpose

This project demonstrates:

• Data cleaning and aggregation with Pandas
• Creating visual insights with Matplotlib
• Presenting data analysis in a structured, professional manner
• It’s a clear example of my ability to handle Python-based data analysis projects from start to finish.

---

✅ Skills Highlighted

• Python programming
• Data analysis & manipulation
• Data visualization & storytelling
• Problem-solving with real-world datasets

---