Gene Expression Analyzer

Project Goal

Analyze gene expression datasets and generate statistical reports and visualizations.

Features

• Load gene expression data from CSV
• Calculate summary statistics
• Identify highly expressed genes
• Identify lowly expressed genes
• Generate histograms
• Generate boxplots
• Export results to CSV

Technologies

• Python
• Pandas
• NumPy
• Matplotlib
• Object-Oriented Programming

Project Structure

Gene-Expression-Analyzer/ ├── README.md ├── gene_expression_analyzer.py ├── Gene_Expression_Analysis.ipynb ├── sample_expression.csv ├── results/ ├── figures/ └── requirements.txt

Histogram

Boxplot

Top Expressed Genes

Gene	Expression
EGFR	20.1
MYC	18.7
PIK3CA	16.8

Future Improvements

• Differential expression analysis
• Volcano plots
• PCA visualization
• GEO dataset integration
• RNA-seq support