4G Monitoring Dashboard

Note: The data showcased in this repository has been replaced with dummy data to ensure confidentiality.

This project was commissioned by a client on 2023-08-13. If you're interested in similar work, check out my freelance data analyst profile on Fastwork.

Objective

The primary goal of this project was to develop an intuitive dashboard for monitoring specific company data. The dashboard not only provides a detailed overview of the data, but also offers various filters and visualization tools to analyze it.

Tools Used

For this project, I employed an array of tools to ensure a smooth and efficient dashboard experience:

• Firebase: Implemented for user authentication.
• BigQuery: Chosen for its robust data storage capabilities.
• Polars: Utilized for efficient handling and processing of large datasets.
• Plotly: Enabled the creation of interactive and dynamic visualizations.
• Streamlit: The backbone for creating the entire dashboard interface.

Dashboard Overview

Login Page

Upon accessing the dashboard, users are greeted with a login page, which is integrated with Firebase. Successful authentication directs the user straight to the homepage.

Daily Data Page

This page displays data on a daily basis, but users have the flexibility to filter it weekly or monthly. Several other filters are available for more granular data analysis. The visual representations predominantly include multi-area and line charts, which provide a clear view of data trends.

Hourly Data Page

Similar to the daily page, this section focuses on hourly data. It offers similar filters and visualization tools to ensure users can analyze the data in-depth.

Thank you for reviewing this repository. Please don't hesitate to reach out for further information or collaboration opportunities.