All Text AnalyticsAdmin Scope
Text Analytics as a whole includes a combination of all three features specified in the previous sections: Sentiment Analysis, Named Entity Recognition, and Keyword Extraction. You can perform all three actions on a specific block of text, and obtain the tone of the text, the categorizations of the entities recognized from it, and key words and phrases that provide a gist of the text.
You can pass a block of text as the input of up to 1500 characters in a single request. The text is passed to getTextAnalytics(). You can also pass optional keywords to perform Sentiment Analysis on the sentences containing only those keywords.
The zia reference used in the code snippets below is the component instance created to perform these operations. The promise returned here is resolved to a JSON object.
const result = await zia.getTextAnalytics(
['Zoho Corporation, is an Indian multinational technology company that makes web-based business tools. It is best known for Zoho Office Suite. The company was founded by Sridhar Vembu and Tony Thomas and has a presence in seven locations with its global headquarters in Chennai, India, and corporate headquarters in Pleasanton, California.'],
['Zoho']
); //Pass the input text for all Text Analytics, and the keywords for Sentiment Analysis
console.log(result);Example of Expected Response
A sample response that you will receive is shown below. The response contains the results of each of the text analytics features. Refer to each feature page for detailed information on their respective functionalities and responses.
[{
"keyword_extractor": {
"keywords": ["Chennai","company","India","Indian","presence","locations","Pleasanton","California"],
"keyphrases": ["corporate headquarters","multinational technology company","Zoho Corporation","Zoho Office Suite","global headquarters","Tony Thomas","web-based business tools","Sridhar Vembu"]
},
"sentiment_prediction": [{
"document_sentiment": "Neutral",
"sentence_analytics": [{
"sentence": "Zoho Corporation, is an Indian multinational technology company that makes web-based business tools.",
"sentiment": "Neutral",
"confidence_scores": {"negative": 0,"neutral": 1,"positive": 0}
},{
"sentence": "It is best known for Zoho Office Suite.",
"sentiment": "Neutral",
"confidence_scores": {"negative": 0,"neutral": 0.6,"positive": 0.4}
},{
"sentence": "The company was founded by Sridhar Vembu and Tony Thomas and has a presence in seven locations with its global headquarters in Chennai, India, and corporate headquarters in Pleasanton, California.",
"sentiment": "Neutral",
"confidence_scores": {"negative": 0,"neutral": 0.88,"positive": 0.12}
}],
"overall_score": 0.83
}],
"ner": {
"general_entities": [{
"start_index": 0,
"confidence_score": 98,
"end_index": 16,
"ner_tag": "Organization",
"token": "Zoho Corporation"
},{
"start_index": 24,
"confidence_score": 99,
"end_index": 30,
"ner_tag": "Miscellaneous",
"token": "Indian"
},{
"start_index": 122,
"confidence_score": 90,
"end_index": 139,
"ner_tag": "Miscellaneous",
"token": "Zoho Office Suite"
},{
"start_index": 168,
"confidence_score": 99,
"end_index": 181,
"ner_tag": "Person",
"token": "Sridhar Vembu"
},{
"start_index": 186,
"confidence_score": 96,
"end_index": 197,
"ner_tag": "Person",
"token": "Tony Thomas"
},{
"start_index": 220,
"confidence_score": 100,
"end_index": 225,
"ner_tag": "Number",
"token": "seven"
},{
"start_index": 268,
"confidence_score": 99,
"end_index": 275,
"ner_tag": "City",
"token": "Chennai"
},{
"start_index": 277,
"confidence_score": 98,
"end_index": 282,
"ner_tag": "Country",
"token": "India"
},{
"start_index": 314,
"confidence_score": 99,
"end_index": 324,
"ner_tag": "City",
"token": "Pleasanton"
},{
"start_index": 326,
"confidence_score": 91,
"end_index": 336,
"ner_tag": "State",
"token": "California"
}]
}
}]Last Updated 2026-07-02 14:51:41 +0530 IST
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