BigFive Sentiment Analysis API

The BigFive Sentiment Analysis API uses advanced machine learning algorithms to analyze text and determine the emotions and personality traits expressed within it. It can classify text into five main categories: Openness, Conscientiousness, Extraversion, Agreeableness, and Neuroticism, and provide the results in a structured format.

About the API:

The BigFive Sentiment Analysis API is a powerful tool that uses advanced machine learning algorithms to analyze text and determine the emotions and personality traits expressed within it. The API is based on the Big Five personality traits model, which is widely used in psychology and social science research, and it classifies text into five main categories: Openness, Conscientiousness, Extraversion, Agreeableness, and Neuroticism.

One of the key benefits of this API is its ability to provide a detailed analysis of text, identifying not only the overall sentiment but also the specific emotions and personality traits expressed within it. This allows developers to gain a deeper understanding of the text and the people behind it.

The API can be used on a wide range of text, including social media posts, customer reviews, survey responses, and much more. It can be useful in various use cases such as analyzing customer feedback, understanding customer preferences and identifying patterns in social media posts.

The API can be easily integrated into any application, and it can be accessed via a simple API call. It returns the results in a structured format, making it easy for developers to use the data in their applications.

Overall, the BigFive Sentiment Analysis API is a powerful tool that can help developers gain a deeper understanding of the text and the people behind it. Providing a detailed analysis of text based on the Big Five personality traits model can help developers create better and more personalized experiences for their users.

 

What this API receives and what your API provides (input/output)?

Pass a text in a JSON and the API extracts Big Five psychological traits from the text written by the person. These include Openness, Conscientiousness, Extraversion, Agreeableness, and Neuroticism also known as OCEAN.

 

What are the most common uses cases of this API?

  1. Social Media Monitoring: The BigFive Sentiment Analysis API can be used to analyze social media posts and determine the emotions and personality traits expressed by users, providing valuable insights into consumer sentiment and behavior.

  2. Customer feedback analysis: The API can be used to analyze customer feedback from surveys, reviews and other sources, helping companies to understand customer preferences and identify areas for improvement.

  3. Recruiting and HR: The API can be used to analyze job applicants' resumes and cover letters to identify the personality traits that best match the requirements of a specific job.

  4. Market Research: The API can be used to analyze text data from focus groups, interviews and surveys to identify patterns in consumer behavior and preferences.

  5. Content creation: The API can be used by content creators to evaluate the effectiveness of their written content, by identifying the emotions and personality traits that resonate with their audience.

  6. Healthcare: The API can be used to analyze patient feedback and determine the emotions and personality traits that may be associated with certain symptoms or conditions, providing valuable insights for healthcare professionals.

 

Are there any limitations to your plans?

Besides API call limitations per month, there are no other limitations.

API Documentation

Endpoints


This endpoint extracts Big Five psychological traits from the text written by the person. These include: Openness, Conscientiousness, Extraversion, Agreeableness, Neuroticism also known as OCEAN.



                                                                            
POST https://zylalabs.com/api/950/bigfive+sentiment+analysis+api/772/check+bigfive
                                                                            
                                                                        

Check BigFive - Endpoint Features

Object Description
Request Body [Required] Json
Test Endpoint

API EXAMPLE RESPONSE

       
                                                                                                        
                                                                                                                                                                                                                            {"text":"I am 30 years old man.  I studied physics and currently work as a software engineer. I am married and have a couple of kids.  What else I can tell... I am open to new experiences and like to chat. I am being nasty sometimes.","inventories":["big5"],"scoring":{"big5":{"agreeableness":{"quantile":0.394,"score":-0.628,"confidence":0.095,"confidence_text":"low"},"conscientiousness":{"quantile":0.473,"score":-0.115,"confidence":0.012,"confidence_text":"very low"},"extraversion":{"quantile":0.585,"score":0.424,"confidence":0.133,"confidence_text":"low"},"neuroticism":{"quantile":0.568,"score":0.371,"confidence":0.116,"confidence_text":"low"},"openness":{"quantile":0.614,"score":0.59,"confidence":0.059,"confidence_text":"low"}}},"lang":"en"}
                                                                                                                                                                                                                    
                                                                                                    

Check BigFive - CODE SNIPPETS


curl --location --request POST 'https://zylalabs.com/api/950/bigfive+sentiment+analysis+api/772/check+bigfive' --header 'Authorization: Bearer YOUR_API_KEY' 

--data-raw '{
    "text": "I am 30 years old man.  I studied physics and currently work as a software engineer. I am married and have a couple of kids.  What else I can tell... I am open to new experiences and like to chat. I am being nasty sometimes.",
    "inventories": [
        "big5"
    ],
    "lang": "en"
}'

    

API Access Key & Authentication

After signing up, every developer is assigned a personal API access key, a unique combination of letters and digits provided to access to our API endpoint. To authenticate with the BigFive Sentiment Analysis API REST API, simply include your bearer token in the Authorization header.
Headers
Header Description
Authorization [Required] Should be Bearer access_key. See "Your API Access Key" above when you are subscribed.

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 Service Level
100%
 Response Time
1,023ms

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