Coding Projects

📌 Overview

This repository is a collection of my Python projects, ranging from data analytics dashboards to small utility scripts.
It serves as a portfolio to showcase my skills in data science, software engineering, and practical problem-solving.

The repo is organized into subfolders for larger projects and a Misc folder for smaller standalone scripts.

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🚀 Featured Project

📊 Starbucks Sales Analytics Dashboard

• A data analytics pipeline that loads, cleans, and analyzes synthetic Starbucks sales data.
• Includes:
  • Data cleaning and validation
  • Exploratory analysis (top sellers, daily patterns, loyalty analysis)
  • Revenue forecasting (linear + weekday effect)
  • Customer segmentation (RFM analysis)
• Outputs include cleaned datasets and visualizations, viewable in the
  starbucks_sales_analytics_outputs/ folder.
• See the project’s README for full details.

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🛠️ Miscellaneous Utilities

These are smaller Python scripts exploring automation, file handling, and fun side projects:

• Bulk Substring Remover
  Removes a specified substring from filenames in a chosen directory.

  python "Misc/Bulk Substring Remover.py"

• Enhanced File Organizer
  Organizes files into folders by type, with smarter handling for duplicates.

  python "Misc/Enhanced File Organizer.py"

• File Type Collector and Organizer
  Collects and organizes files based on their extension.

  python "Misc/File Type Collector and Organizer.py"

• Music Genre Suggestor
  Simple recommender that suggests music genres based on user input.

  python "Misc/Music Genre Suggestor.py"

• Song Similarity Finder
  Finds similar songs based on basic text matching.

  python "Misc/Song Similarity Finder.py"

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▶️ How to Run

1. Clone the repo

git clone https://github.com/<your-username>/Coding-Projects.git
cd Coding-Projects

2. Run the Starbucks Dashboard

cd "Starbucks Sales Analytics Dashboard"
pip install -r requirements.txt
python starbucks_sales_analytics.py

3. Run any Misc script

Each script is standalone. For example:

cd Misc
python "Bulk Substring Remover.py"

(Replace with any other filename from the Misc folder.)

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✨ Author

Anthony "AJ" Clark
Intermediate Computer Science & Data Science Student | Passionate about Data Analytics & Visualization