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Text Emotion Analysis
The Emotion Analysis model will help you understand and interpret emotions in a conversation or text. It is designed to understand human conversation in the form of free text and is designed after the emotion wheel.
Types of Emotions detected by enabling this model configuration in the Speech Analytics API:
Admiration Amusement Anger Annoyance Approval Caring Confusion Curiosity Desire Disappointment Disapproval Disgust Embarrassment Excitement Fear Gratitude Grief Joy Love Nervousness Optimism Pride Realization Relief Remorse Sadness Surprise Neutralpost
https://api.marsview.ai/text/emotion
/get_emotion
Returns the predicted emotion for a given sentence
Shown below is a code snippet to send a sample request to the emotion analysis
curl --location --request POST 'https://api.marsview.ai/text/emotion/get_emotion' \
--header 'Content-Type: application/json' \
--data-raw '{
"jwtToken": "Insert JWT token Key",
"sentence": "Insert your sentence for emotion detection here",
"userId" : "[email protected]"
}'
Shown below is a sample JSON response from the above request.
{
"status": true,
"error" : {},
"data" : {
"text": "I love building things that change things",
"labels": [
{
"value": "LOVE",
"confidence": 0.9979714751243591
}
]
},
"userId": "[email protected]"
}
Field | Description |
|---|---|
text | The sentence / phrase for which the emotion is predicted |
labels | The emotion labels identified by the models |
confidence | Confidence of the predicted emotion |
value | The predicted emotion |