Mohamad Mahmoodtextlab.hashnode.dev·Mar 6, 2024Sentiment analysis using NLTK SentimentIntensityAnalyzer and NRC LexiconDownload lexicon: # Make data directory if it doesn't exist !mkdir -p data !wget -nc https://nyc3.digitaloceanspaces.com/ml-files-distro/v1/upshot-trump-emolex/data/NRC-emotion-lexicon-wordlevel-alphabetized-v0.92.txt -P data Define processing task:...nrc-lexicon
Mohamad Mahmoodtextlab.hashnode.dev·Mar 5, 2024Sentiment analysis using NLTK SentimentIntensityAnalyzer and SentiWordNet LexiconGet dependencies: import nltk nltk.download('punkt') nltk.download('averaged_perceptron_tagger') nltk.download('wordnet') Analyze text: import nltk from nltk.corpus import sentiwordnet as swn from nltk.sentiment import SentimentIntensityAnalyzer nl...sentiwordnet
Mohamad Mahmoodtextlab.hashnode.dev·Mar 5, 2024Sentiment analysis using NLTK SentimentIntensityAnalyzer and AFINN Lexiconfrom nltk.sentiment import SentimentIntensityAnalyzer # Create an instance of the SentimentIntensityAnalyzer sia = SentimentIntensityAnalyzer() # Load the AFINN-111.txt file afinn_file = "/content/AFINN-en-165.txt" # Replace with the actual path t...sentiment-intensity-analyzer
Mohamad Mahmoodtextlab.hashnode.dev·Mar 5, 2024Sentiment analysis using NLTK SentimentIntensityAnalyzer and VADER LexiconThe NLTK (Natural Language Toolkit) is a popular Python library for natural language processing tasks. While NLTK provides various functionalities for text processing and analysis, it does not directly include a sentiment analysis module. However, NL...sentiment-intensity-analyzer
