https://github.com/zofiaqlt/nlp_libraries_tweets_analysis

🎯 Exploration of NLP libraries (nltk, spacy) and tweets analysis - use of Python and JupyterLab (Data collection, Cleaning, EDA, Classification, and Data Visualization)
https://github.com/zofiaqlt/nlp_libraries_tweets_analysis

nlp nltk python spacy

Last synced: about 1 month ago
JSON representation

🎯 Exploration of NLP libraries (nltk, spacy) and tweets analysis - use of Python and JupyterLab (Data collection, Cleaning, EDA, Classification, and Data Visualization)

• Host: GitHub
• URL: https://github.com/zofiaqlt/nlp_libraries_tweets_analysis
• Owner: ZofiaQlt
• Created: 2023-05-11T21:54:38.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-11-03T20:59:53.000Z (about 1 year ago)
• Last Synced: 2023-11-03T21:34:40.741Z (about 1 year ago)
• Topics: nlp, nltk, python, spacy
• Language: Jupyter Notebook
• Homepage:
• Size: 14.6 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Exploration of NLTK and spaCy libraries - "Monty Python and the Holy Grail" and tweets analysis 



Through this project, we'll experiment with the world of Natural Language Processing (NLP) by exploring libraries NLTK (Natural Language Toolkit) and spaCy.

NLP analysis can provide valuable insights that can be used for brand reputation management, market research, social media monitoring, fraud detection, and more.

We'll be handling tasks such as text preprocessing, tokenization, lemmatization, part-of-speech tagging, and named entity recognition, among others. By leveraging these libraries, we can gain a deeper understanding of the underlying linguistic patterns and structures within the text data.

Our exploration will involve implementing these techniques on the "Monty Python and the Holy Grail" text, followed by the analysis of real-world tweets. We will investigate different aspects of the tweets, such as key entities mentioned, topic clustering, and other relevant metrics. 

### Named Entity Recognition (NER)






### Entities Wordcloud









### Parser