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MicrosoftTextAnalytics
  Last updated: 16/11/2017
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Developer:userzakutynsky

MicrosoftTextAnalytics API Package

The Text Analytics API is a suite of text analytics web services built with best-in-class Microsoft machine learning algorithms.

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MicrosoftTextAnalytics

MicrosoftTextAnalytics Package

The Text Analytics API is a suite of text analytics web services built with best-in-class Microsoft machine learning algorithms. The API can be used to analyze unstructured text for tasks such as sentiment analysis, key phrase extraction and language detection. No training data is needed to use this API; just bring your text data. This API uses advanced natural language processing techniques to deliver best in class predictions.

How to get credentials:

  1. Subscribe to the Microsoft Text Analytics API on the Microsoft Azure portal.
  2. Click create button.
  3. In settings->credential section you will see apiKey (Ocp-Apim-Subscription-Key)

Custom datatypes:

DatatypeDescriptionExample
DatepickerString which includes date and time2016-05-28 00:00:00
MapString which includes latitude and longitude coma separated50.37, 26.56
ListSimple array["123", "sample"]
SelectString with predefined valuessample
ArrayArray of objects[{"Second name":"123","Age":"12","Photo":"sdf","Draft":"sdfsdf"},{"name":"adi","Second name":"bla","Age":"4","Photo":"asfserwe","Draft":"sdfsdf"}]

MicrosoftTextAnalytics.gerKeyPhrases

The API returns a list of strings denoting the key talking points in the input text.

FieldTypeDescription
keycredentialsSubscription key which provides access to this API.
regionStringRegion. Example: westcentralus
bodyJSONQuery object

MicrosoftTextAnalytics.detectLanguage

The API returns the detected language and a numeric score between 0 and 1. Scores close to 1 indicate 100% certainty that the identified language is true. A total of 120 languages are supported.

FieldTypeDescription
keycredentialsSubscription key which provides access to this API.
regionStringRegion. Example: westcentralus
numberOfLanguagesToDetectNumberNumber of languages to detect. Set to 1 by default. Irrespective of the value, the language with the highest score is returned.
bodyJSONQuery object

MicrosoftTextAnalytics.getSentimentIndex

The API returns a numeric score between 0 and 1. Scores close to 1 indicate positive sentiment, while scores close to 0 indicate negative sentiment. Sentiment score is generated using classification techniques. The input features to the classifier include n-grams, features generated from part-of-speech tags, and word embeddings.

FieldTypeDescription
keycredentialsSubscription key which provides access to this API.
regionStringRegion. Example: westcentralus
bodyJSONQuery object
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MicrosoftTextAnalytics
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