Sentiment analysis from Estonian to English using Huggingface transformers

est_to_eng_sentiment_analysis.py

# 1. Create sentiment classifier with pipeline function
# and the name of the task
classifier = pipeline('sentiment-analysis')

# 2. Translate the text from input language to English
input_to_translate = "Tahtsime parimat, aga välja kukkus nagu alati"
translated_input = translate(input_to_translate)[0]['translation_text']

# 3. Using the sentiment classifier is oneliner
result = classifier(translated_input)[0]
print(translated_input)
print(f"label: {result['label']}, with score: {round(result['score'], 4)}")
      
# Output:
# We wanted the best, but it turned out the way it always did.
# label: NEGATIVE, with score: 0.9622