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.
{"score": 0.015, "text": "Beatiful day", "sentiment": "NEUTRAL"}
curl --location --request GET 'https://pr197-testing.zylalabs.com/api/3574/sentiment+extractor+api/3941/sentiment+detection?text=I'm very happy' --header 'Authorization: Bearer YOUR_API_KEY'
| Header | Description |
|---|---|
Authorization
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[Required] Should be Bearer access_key. See "Your API Access Key" above when you are subscribed. |
No long-term commitment. Upgrade, downgrade, or cancel anytime. Free Trial includes up to 50 requests.
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.
To obtain your API key, first sign in to your account and navigate to the API you want to use. From the API's Pricing section, choose a plan and complete the subscription process. Once subscribed, return to the API page and you will see your API Access Key displayed at the top of the documentation page. You can use this key to authenticate your requests.
You can’t switch APIs during the free trial. If you subscribe to a different API, your trial will end and the new subscription will start as a paid plan.
The free trial lasts for 7 days and allows you to make up to 50 API requests.
No, the free trial is available only once, so we recommend using it on the API that interests you the most. Most of our APIs offer a free trial, but some may not include this option.
Yes. If the API offers a free trial, you will see a "Free 7-Day Trial" option in its Pricing section. The trial lasts for 7 days and allows up to 50 API requests, enabling you to evaluate the API before subscribing to a paid plan.
Zyla API Hub is like a big store for APIs, where you can find thousands of them all in one place. We also offer dedicated support and real-time monitoring of all APIs. Once you sign up, you can pick and choose which APIs you want to use. Just remember, each API needs its own subscription. But if you subscribe to multiple ones, you'll use the same key for all of them, making things easier for you.
You can monitor your API usage through the response headers included with every request:
x-zyla-api-calls-monthly-used: Shows the total number of API requests you have used during the current billing period.
x-zyla-api-calls-monthly-remaining: Shows the number of API requests you have remaining for the current billing period.
Yes, you can cancel your subscription at any time. Simply go to the Pricing section of the API you're subscribed to and click the "Unsubscribe" button.
Please note that upgrades, downgrades, and cancellations take effect immediately. Once your subscription is canceled, access to the service will end immediately, regardless of any remaining API calls in your quota.
Please have a look at our Refund Policy: https://zylalabs.com/terms#refund
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