📊 Data Analysis App - Python 🐍

Welcome to the Data Analysis App built using WxformBuilder and Python with Anaconda.

Required Dependencies

Make sure you have the following dependencies installed:

• Wx
• Pandas
• Matplotlib

How to Run

Follow these steps to run the app:

1. Download the CSV file containing the data.
2. Set the CSV file location in App/csvFileLocation.py.
3. Run Main.py in the App/ directory.

NSW Traffic Penalty Data Analysis and Visualization Tool 👮🏻🚗📊🚦

Dataset - NSW Traffic Penalty Data

You can find the dataset here.

Project Description: The NSW Traffic Penalty Data Analysis and Visualization Tool provides users with in-depth insights into New South Wales traffic penalty data. This tool allows users to analyze, visualize, and obtain useful information from the dataset, offering the following features and a user-friendly graphical interface:

User Features:

1. Select a Time Period: Choose a specific time period to focus on penalty case information.
2. Generate Charts: Visualize the distribution of penalty cases by offense code.
3. Filter by Offense Description: Filter and view cases captured by radar or camera based on offense descriptions.
4. Mobile Phone Usage Analysis: Analyze cases related to mobile phone usage offenses, including trend analysis and offense code breakdown over time.
5. Report Penalty Cases: Retrieve information on all penalty cases within a user-selected period.

Software Features:

1. Data Loading and Preprocessing: Load and preprocess the NSW Traffic Penalty Data to ensure data quality and usability.
2. Interactive GUI: Offer an intuitive and user-friendly graphical user interface with components for user interactions.
3. Data Retrieval: Retrieve penalty case information for user-selected time periods.
4. Chart Generation: Generate charts to visualize the distribution of cases by offense code.
5. Filtering and Display: Filter and display cases captured by radar or camera based on user-provided offense descriptions.
6. Mobile Phone Usage Analysis: Perform trend analysis and provide offense code breakdown for mobile phone usage offenses.

Benefits:

• Improved understanding of traffic penalty data in NSW.
• Enhanced decision-making for law enforcement agencies.
• Efficient resource allocation for road safety initiatives.
• Identification of trends and patterns in traffic offenses.

Project Plan: The project plan includes project initiation, data collection and preparation, user interface design, analysis and visualization modules development, integration, documentation, deployment, and project closure.

Software Design Document:

• Software design with components like data preprocessing, user interface, data retrieval, chart generation, filtering, and analysis.
• Flowchart illustrating the main workflow of the system.
• Functions and modules for loading data, preprocessing, chart generation, filtering, and analysis.

This project aims to provide a powerful yet user-friendly tool for analyzing and visualizing NSW Traffic Penalty Data, enabling users to make data-driven decisions and enhance road safety efforts, including the additional feature of reporting penalty cases.

🖼️ Screenshots