mirror of
https://github.com/wassname/IndicoIo-python.git
synced 2026-06-27 16:10:34 +08:00
Chris Lee
31 lines
1.2 KiB
Python
31 lines
1.2 KiB
Python
from indicoio.utils.api import api_handler
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import indicoio.config as config
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def named_entities(text, cloud=None, batch=False, api_key=None, **kwargs):
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"""
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Given input text, returns named entities (proper nouns) found in the text
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Example usage:
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.. code-block:: python
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>>> text = "London Underground's boss Mike Brown warned that the strike ..."
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>>> entities = indicoio.named_entities(text)
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{u'London Underground': {u'categories': {u'location': 0.583755654607989,
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u'organization': 0.07460487821791033,
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u'person': 0.07304850776658672,
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u'unknown': 0.2685909594075139},
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u'confidence': 0.846188063604044},
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u'Mike Brown': {u'categories': {u'location': 0.025813884950623898,
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u'organization': 0.06661470013014613,
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u'person': 0.08723850624560824,
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u'unknown': 0.8203329086736217},
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u'confidence': 0.8951793008234012}}
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:param text: The text to be analyzed.
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:type text: str or unicode
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:rtype: Dictionary of language probability pairs
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"""
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url_params = {"batch": batch, "api_key": api_key}
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return api_handler(text, cloud=cloud, api="namedentities", url_params=url_params, **kwargs)
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