The Sentiment Extractor API is designed to analyze text data and determine the sentiment expressed in it. Sentiment analysis, also known as opinion mining, is the process of identifying and categorizing the sentiment or emotional tone conveyed in a text as positive, negative, or neutral. The Sentiment Extractor API uses natural language processing (NLP) techniques and machine learning algorithms to accurately identify and classify sentiments in text data, providing valuable insights into the attitudes, opinions, and emotions expressed by users or customers.
Essentially, the Sentiment Extractor API works by processing input text data and applying various linguistic and statistical analysis techniques to determine the sentiment expressed in the text. This is done by analyzing textual content, identifying keywords and phrases associated with different sentiments, and assigning sentiment labels based on the overall tone and context of the text.
Overall, the Sentiment Extractor API is a valuable tool for users looking to gain useful insights from text data and understand the sentiment expressed by their users or customers. By accurately analyzing and categorizing sentiment in text data, the API makes it possible to monitor customer sentiment, identify trends and patterns, and make informed decisions to improve customer satisfaction, enhance brand reputation, and drive business growth.
It will receive parameters and provide you with a JSON.
Besides the number of API calls per plan, there are no other limitations.
To use this endpoint you must indicate text in the parameter.
Sentiment detection - Endpoint Features
Object | Description |
---|---|
text |
[Required] Indicates a text |
{"score": -0.839, "text": "heyyyy whats ups with ya ppls, you shall kill yourself tonight cause you are only losers", "sentiment": "NEGATIVE"}
curl --location --request GET 'https://zylalabs.com/api/3574/sentiment+extractor+api/3941/sentiment+detection?text=I'm very happy' --header 'Authorization: Bearer YOUR_API_KEY'
Header | Description |
---|---|
Authorization
|
[Required] Should be Bearer access_key . See "Your API Access Key" above when you are subscribed. |
No long term commitments. One click upgrade/downgrade or cancellation. No questions asked.
To use this API, users must indicate a text to detect text sentiments.
The Sentiment Extractor API analyzes text data and extracts sentiment information from it. It provides users with the ability to determine the emotional tone or sentiment conveyed in the text, such as positive, negative or neutral.
There are different plans to suit all tastes, including a free trial for a small number of requests, but your rate is limited to avoid abuse of the service.
Zyla provides a wide range of integration methods for almost all programming languages. You can use these codes to integrate with your project as you need.
The Sentiment Extractor API returns a JSON object containing the sentiment score, the analyzed text, and the sentiment label (positive, negative, or neutral). For example, a response might include {"score": -0.839, "text": "example text", "sentiment": "NEGATIVE"}.
The key fields in the response data are "score," which indicates the sentiment strength, "text," which is the original input text, and "sentiment," which categorizes the emotional tone as positive, negative, or neutral.
The primary parameter for the Sentiment Extractor API is the "text" parameter, where users input the text they want analyzed for sentiment. Additional parameters may be available for customization, depending on the specific implementation.
The response data is organized in a JSON format with three main fields: "score," "text," and "sentiment." This structure allows users to easily access and interpret the sentiment analysis results.
Typical use cases include social media monitoring to gauge public sentiment, customer feedback analysis to improve services, and brand reputation management to address issues proactively. The API helps organizations make informed decisions based on user sentiment.
Data accuracy is maintained through advanced natural language processing (NLP) techniques and machine learning algorithms that continuously learn from diverse text inputs. Regular updates and training on new data help improve the model's performance.
Users can utilize the returned data by analyzing the sentiment score to identify trends, comparing sentiment across different texts, and integrating insights into decision-making processes, such as marketing strategies or customer service improvements.
The endpoint provides information on the emotional tone of the input text, including sentiment classification (positive, negative, neutral) and a numerical score indicating the strength of the sentiment, allowing for nuanced analysis of user opinions.
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