https://github.com/f-ssemwanga/dab-dataanalysis

DAB Radio Data Analysis Application
https://github.com/f-ssemwanga/dab-dataanalysis

matplotlib numpy oop-principles pandas-dataframe postgresql psycopg2 python-3 regex-pattern seaborn threading tkinter-gui

Last synced: 6 days ago
JSON representation

DAB Radio Data Analysis Application

• Host: GitHub
• URL: https://github.com/f-ssemwanga/dab-dataanalysis
• Owner: f-ssemwanga
• Created: 2023-08-23T19:55:13.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2023-08-23T20:52:24.000Z (about 1 year ago)
• Last Synced: 2023-08-23T21:38:38.992Z (about 1 year ago)
• Topics: matplotlib, numpy, oop-principles, pandas-dataframe, postgresql, psycopg2, python-3, regex-pattern, seaborn, threading, tkinter-gui
• Language: Jupyter Notebook
• Homepage:
• Size: 1.08 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# DAB-DataAnalysis

DAB Radio Data Analysis project is a Data Science and Advanced programming project I  worked on during one of the modules of my master's program.  The project involved designing a Python GUI application with a PostgreSQL backend.

## Content

- Features

- Package Overview

- ScreenShots

- Technologies and Frameworks

## Installation Instructions

1. Make sure PostgreSQL 15.3 and above is installed.  It can be downloaded from [here](https://www.enterprisedb.com/downloads/postgres-postgresql-downloads)

2. Run the application using the [Jupyter notebook](./dabRadioDataAnalysisApp.ipynb) file 

3. There are two data files which can be parsed:

    a. [TxAntennaDAB.csv](./TxAntennaDAB.csv) |  b. [TxParamsDAD.csv](./TxParamsDAB.csv)

## Features

- Importing data files

- Data Cleaning

- Parsing CSV

- Data Analysis using advanced SQL queries

- Visualising data

## Screenshots

![Main interface](./screenshots/mainUi1.png)

![Parse Menu](./screenshots/parseMenu.png)

![Data Manipulation Menu](./screenshots/datamanipulationMenu.png)

![Top 10 Parsed Records](./screenshots/top_10_records.png)

![Correlation Heat Map](./screenshots/correlationHeatMap.png)

![Frequency Visualisation](./screenshots/frequency_visualisation.png)