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2nd. Individual Project for Henry.com Data Science Bootcamp

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lmunozm1702/telecom_dashboard

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python

streamlit

streamlit

streamlit


Telecom Dashboard

📗 Table of Contents

📖 Telecom Dashboard

This project is about realize a complete analisis of the telecomunications sector in Argentina.

Must be considered the internet sector, to orientate the company in providing a good quality of its services, identify growth opportunities and be able to propose personalized solutions to its potential customers.

The project is divided into three main sections:

  • EDA: Exploratory Data Analysis, this section will be responsible for the analysis of the data, to understand the data, its structure and its relation with the other data.

  • Dashboard: Interactive Dashboard, it must be functional and include filters, allowing the data to be explored in detail with the selection of each one of them.

  • KPIs: Key Performance Indicators, it have to measure the proposed KPIs below, representing it appropriately on the dashboard. The proposed KPIs are:

    • Increase access to internet service by 2% for the next quarter, every 100 homes, per province.
    • Increase the income by 1% plus the IPC of the previous quarter.
    • Decrease the ADSL use by 5% from the previous quarter to force technological change

🛠 Built With

Tech Stack

Client
Database

Key Features

  • Interactive Dashboard
  • EDA for national and provincial data
  • KPI's

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💻 Getting Started

Prerequisites

Python
Streamlit
Packages from requirements.txt
Github account to clone repo

Setup

git clone [email protected]:lmunozm1702/telecom_dashboard.git
cd telecom_dashboard

Install

pip install -r requirements.txt

Dashboard Usage

streamlit run src/dashboard.py

Test

pytest tests/test_utils.py

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👥 Authors

👤 Luis Muñoz

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🔭 Future Features

  • All Features were delivered.

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🤝 Contributing

Contributions, issues, and feature requests are welcome!

Feel free to check the issues page.

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⭐️ Show your support

If you like this project please give it a star 😁🌟✨

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🙏 Acknowledgments

soyhenry.com team and the Streamlit Community

The shield.io team, for the badges used in this README.md file.

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