Sabri Insights: Company Byline Module

This project showcases a professional Python module for a fictional data analytics consulting company — Sabri Insights.
It includes basic Python syntax, statistics, modular functions, and a clean Git-based development workflow.

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Project Structure

datafun-01-utils/ ├── main.py # Entry point to run the module ├── utils_sabri.py # Core module with company data and functions ├── requirements.txt # List of project dependencies ├── .gitignore # Files and folders to exclude from version control └── README.md # This file

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#Create a virtual environment

python -m venv venv

#Activate the virtual environment

On Windows:

.\venv\Scripts\activate

#Install dependencies

pip install -r requirements.txt

Run the script

py main.py

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Features Returns a clean company byline using get_byline()

Calculates and prints:

Number of years in operation

Skills offered

Min, Max, Mean, and Std Dev of satisfaction scores

Sample Output

Sabri Insights: Turning Data into Value
Has International Clients: True
Years in Operation: 5
Skills Offered: ['Python', 'Data Cleaning', 'Power BI']
Client Satisfaction Scores: [4.9, 4.8, 5.0, 4.7, 4.6]
Mean Satisfaction Score: 4.80
Standard Deviation: 0.16

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Author

Sabri Hamdaoui
Master's Student | Data Enthusiast
GitHub: sabrouch36