https://github.com/kareem74x/data-mining-uni-project

A project focused on applying data mining techniques to extract insights from datasets
https://github.com/kareem74x/data-mining-uni-project

data-mining matplotlib numpy pandas python

Last synced: 8 months ago
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A project focused on applying data mining techniques to extract insights from datasets

• Host: GitHub
• URL: https://github.com/kareem74x/data-mining-uni-project
• Owner: Kareem74x
• License: mit
• Created: 2025-05-04T21:09:21.000Z (9 months ago)
• Default Branch: main
• Last Pushed: 2025-05-07T23:14:06.000Z (9 months ago)
• Last Synced: 2025-05-17T20:11:23.182Z (9 months ago)
• Topics: data-mining, matplotlib, numpy, pandas, python
• Language: Jupyter Notebook
• Homepage:
• Size: 407 KB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# data-mining-uni-project

A project focused on applying data mining techniques to extract insights from datasets

## ✅ Project Checklist

### 1. Data Preprocessing

- [x] Handle missing values  

- [x] Encode categorical data  

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### 2. Data Visualization

- [x] Create at least 3 different plots

- [x] Highlight patterns or insights from the data

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### 3. Apriori Algorithm

- [x] Convert data to transactions

- [x] Apply Apriori to find frequent itemsets and association rules

- [x] Explain at least 3 rules

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## 🛠 Tools & Libraries Used

- Python  

- Pandas  

- NumPy  

- Matplotlib / Seaborn  

- mlxtend (for Apriori)