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esanalyzer

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esanalyzer

Emotion("fear", "anger", "surprise", "sadness", "disgust", "joy") and Sentiment("Positive","Negative","Neutral") Analysis

1.2.2
pipPyPI
Maintainers
1

esanalyzer

The Python Emotion Analysis and Sentiment Analysis library you've been looking for.

## Services
- Emotion Analysis("fear", "anger", "surprise", "sadness", "disgust", "joy")
- Sentiment Analysis("Positive","Negative","Neutral")
- Multi Language Support
- Emoji Support
- Unicodedata Support
- Filter Out Special Characters

## Supported Python Version
- 3.12.3

## Usage
- Install using `pip install esanalyzer`

```python
from esanalyzer import EmotionAnalyzer

#Instance Config
#default requiredOnly = {"sentiment":True,"emotions":False,"googleTranslate":False}
requiredOnly = {"sentiment":True,"emotions":True,"googleTranslate":True}

# Create an instance of EmotionAnalyzer
analyzer = EmotionAnalyzer(requiredOnly)

# Call the analyze method with the text
text = "Wow, I am so happy"
result = analyzer.analyze(text)

# Use the result as needed
print(result)


{'library': 'default', 'result': {'surprise': 80}, 'max_prediction': {'label': 'surprise', 'percentage': 80}, 'sentiment': 'Positive', 'sentiment_score': 0.999592125415802, 'threshold_value': 0.8}

```

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