Entity Sentiment Analysis — entity-level text sentiment

AI Text Entity Sentiment Analysis API

Hosted on ApyHub

What it does

Entity Sentiment Analysis identifies sentiment for entities mentioned in a text input and returns the result under a google object when you request the Google service. Send plain text along with requested_service set to google, and include optional language settings if you need to guide the analysis.

Use it when you need to understand how people feel about specific brands, products, or public figures inside customer reviews, social posts, support tickets, or news coverage. The request schema also allows an optional google object with a key and google_language, plus optional encoding and language fields for text handling.

The response is intentionally compact: a top-level data object containing google when that service is requested. That makes it easy to plug into moderation flows, social listening dashboards, review analytics, or any pipeline that scores sentiment around named entities rather than whole documents.

If your application needs entity-level opinion signals without building your own NLP pipeline, Entity Sentiment Analysis gives you a focused interface for text-based sentiment analysis.

Provider (requested_service)	Atoms
Google	500

Quickstart

Analyze the sentiment of a piece of text with the Google service.

curl -X POST "http://localhost:8080/apyhub/entity-sentiment-analysis" \
  -H "apy-token: $APY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "text": "I love R&B music. Marvin Gaye is the best. Whats Going On is one of my favorite songs. It was so sad when Marvin Gaye died.",
    "requested_service": "google",
    "google": {
        "key": "your-google-key"
    }
  }'

About this endpoint

What it does

Analyzes the sentiment of entities in the submitted text and returns a JSON object containing a data object with a google result when requested_service is google.

Request Body

Parameter	Type	Mandatory	Description
text	String	Yes	The text to analyze.
requested_service	ENUM	Yes	The service to use. Allowed value: `google`.
google	Object	No	Google-specific settings. See schema for nested fields.
google.key	String	No	Google API key.
google.google_language	String	No	Google language code.
encoding	String	No	Text encoding.
language	String	No	Language code for the input text.

Response

Returns a JSON object with a required data object field. When requested_service is google, data.google is present as an object; the schema allows additional properties inside it.

Parameter	Type	Mandatory	Description
data	Object	Yes	Wrapper object for the analysis result.
data.google	Object	No	Present when `requested_service` is `google`. The schema allows additional properties.

Body

Name

Type

Description

bodyREQUIRED

object

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AI Text Entity Sentiment Analysis API

What it does

Quickstart

What you'll get back

About this endpoint

What it does

Request Body

Response

Body

Errors any endpoint can return