NLP PDF Assignment

Objective

This project performs Natural Language Processing (NLP) tasks on a PDF document.

Tasks Performed

• PDF Reading
• Text Extraction
• Lowercasing
• Remove Numbers using Regex
• Remove Special Symbols
• Remove Extra Spaces
• Tokenization
• Stopword Removal
• Stemming
• Lemmatization
• One Hot Encoding
• TF-IDF
• Plotly Visualization

Libraries Used

• PyPDF2
• nltk
• spacy
• scikit-learn
• pandas
• plotly

PDF Source

Think Python PDF: https://greenteapress.com/thinkpython2/thinkpython2.pdf

How to Run

1. Install required libraries
2. Open the notebook
3. Run all cells

Author

Sumiya Riaz