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https://github.com/Fisseha-Estifanos/telecom
A showcase repository for a specific telecommunication company. Used to analyze several telecommunication data set features and generate useful insights accordingly. Insights generated could be seen at https://github.com/Fisseha-Estifanos/telecom-visualizer or at https://fisseha-estifanos-telecom-visualizer-home-huxgy0.streamlitapp.com/
https://github.com/Fisseha-Estifanos/telecom
data-analysis notebooks-jupyter python visual-studio-code visualization
Last synced: 20 days ago
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A showcase repository for a specific telecommunication company. Used to analyze several telecommunication data set features and generate useful insights accordingly. Insights generated could be seen at https://github.com/Fisseha-Estifanos/telecom-visualizer or at https://fisseha-estifanos-telecom-visualizer-home-huxgy0.streamlitapp.com/
- Host: GitHub
- URL: https://github.com/Fisseha-Estifanos/telecom
- Owner: Fisseha-Estifanos
- License: mit
- Created: 2022-08-22T10:22:49.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2022-08-27T23:52:22.000Z (about 2 years ago)
- Last Synced: 2024-10-12T04:24:01.479Z (about 1 month ago)
- Topics: data-analysis, notebooks-jupyter, python, visual-studio-code, visualization
- Language: Jupyter Notebook
- Homepage:
- Size: 76.6 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Twitter Data Analysis
## Sentiment analysis and topic modeling
**Table of content**
- [Introduction](#introduction)
- [Overview](#overview)
- [Install](#install)
- [Data](#data)
- [Notebooks](#notebooks)
- [Models](#models)
- [Databases](#database)
- [Scripts](#scripts)
- [Test](#test)
- [Author](#author)
## Introduction
> After a previous interaction completed with a very rich and useful data analysis on a delivery company made for an investor, he is now back for more.
> Now he is trying to have another a primary insight on a specific telecommunication company named TellCo, an existing mobile service provider in the Republic of Pefkakia.
> Several types of analysis are to be carried out and reported.
## Overview
> The main purpose of this project will be to make a detailed analysis of the data that underlies the business stated above.
> To understand the fundamentals of the business and especially to identify opportunities to drive profitability by changing the focus of which products or services are being offered.
> And finally provide a report to analyse opportunities for growth and make a recommendation on whether TellCo is worth buying or not.
## Install
```
git clone https://github.com/Fisseha-Estifanos/telecom.git
cd Telecom
pip install -r requirements.txt
```
## Data
Data can be found [here at google drive](https://docs.google.com/spreadsheets/d/1e1lgy4vHLlJ4zcful66AiORSLWlqMeSe/edit?usp=sharing&ouid=114538742499971442984&rtpof=true&sd=true)
And the feature descriptions can be found [also here at google drive](https://docs.google.com/spreadsheets/d/1wY7YZwyZ_r_8xMUe_N2ZQled4RjP0_T6/edit?usp=sharing&ouid=114538742499971442984&rtpof=true&sd=true)
## Notebooks
> All the preprocessing, analysis, EDA and examples of user overview, user engagement, user experience, and user satisfaction analysis implementation will be here in the form of .ipynb file in the notebooks folder.
## Models
> All the models generated will be found here in the models folder.
## Database
> All the databases generated will be found here in the databases folder.
## Scripts
> All the modules for the analysis are found here.
## Tests
> All the unit and integration tests are found here in the tests folder.
## Author
👤 **Fisseha Estifanos**
- GitHub: [Fisseha Estifanos](https://github.com/fisseha-estifanos)
- LinkedIn: [Fisseha Estifanos](https://www.linkedin.com/in/fisseha-estifanos-109ba6199/)
## Show us your support
Give us a ⭐ if you like this project!