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https://github.com/aanujkhurana/dataanalysis-python-wx

NewSouthWales TRAFFIC DATA ANALYSIS APP BUILD USING PYTHON & WXFORM-BUILDER
https://github.com/aanujkhurana/dataanalysis-python-wx

conda-environment pycharm python python3 pythondatascience wxformbuilder

Last synced: about 8 hours ago
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NewSouthWales TRAFFIC DATA ANALYSIS APP BUILD USING PYTHON & WXFORM-BUILDER

Host: GitHub
URL: https://github.com/aanujkhurana/dataanalysis-python-wx
Owner: aanujkhurana
Created: 2023-10-20T07:37:14.000Z (about 1 year ago)
Default Branch: main
Last Pushed: 2024-03-12T11:00:36.000Z (10 months ago)
Last Synced: 2024-11-11T23:12:44.752Z (2 months ago)
Topics: conda-environment, pycharm, python, python3, pythondatascience, wxformbuilder
Language: Python
Homepage:
Size: 7.69 MB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

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README

[![Python](https://img.shields.io/badge/Python-3.9-blue.svg)](https://www.python.org/)
[![Anaconda](https://img.shields.io/badge/Anaconda-2021.11-green.svg)](https://www.anaconda.com/)
[![Pandas](https://img.shields.io/badge/Pandas-1.3.3-yellow.svg)](https://pandas.pydata.org/)
[![Matplotlib](https://img.shields.io/badge/Matplotlib-3.4.3-red.svg)](https://matplotlib.org/)

# 📊 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](https://www.kaggle.com/llihan/australia-nsw-traffic-penalty-data-20112017).

**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