In [5]:

    

import spacy
from spacy import displacy


    

In [6]:

    

nlp = spacy.load('en')


    

In [7]:

    

text1 = "Hi this is my test script. My Name is Rishu and i am learning NLP with Spacy. Hoorah !!!"


    

In [8]:

    

doc1 = nlp(text1)


    

In [22]:

    

for t in doc1:
    print(t, t.pos_, t.tag_, t.lemma_)


    

    




Hi INTJ UH hi
this DET DT this
is AUX VBZ be
my DET PRP$ -PRON-
test NOUN NN test
script NOUN NN script
. PUNCT . .
My DET PRP$ -PRON-
Name NOUN NN name
is AUX VBZ be
Rishu PROPN NNP Rishu
and CCONJ CC and
i PRON PRP i
am AUX VBP be
learning VERB VBG learn
NLP PROPN NNP NLP
with ADP IN with
Spacy PROPN NNP Spacy
. PUNCT . .
Hoorah PROPN NNP Hoorah
! PUNCT . !
! PUNCT . !
! PUNCT . !

In [23]:

    

displacy.render(doc1, style='dep', jupyter=True, options={'distance': 110})


    

In [ ]:

    

## for handling large texts

doc2 = nlp(u"This is a sentence. This is another, possibly longer sentence.")

# Create spans from Doc.sents:
spans = list(doc2.sents)

displacy.serve(spans, style='dep', options={'distance': 110})


    

    




/Users/rishushrivastava/anaconda3/envs/nlpdemo/lib/python3.8/runpy.py:193: UserWarning: [W011] It looks like you're calling displacy.serve from within a Jupyter notebook or a similar environment. This likely means you're already running a local web server, so there's no need to make displaCy start another one. Instead, you should be able to replace displacy.serve with displacy.render to show the visualization.
  return _run_code(code, main_globals, None,






    








    
        
    

    















    




Using the 'dep' visualizer
Serving on http://0.0.0.0:5000 ...







    




127.0.0.1 - - [27/May/2020 23:46:26] "GET / HTTP/1.1" 200 8132
127.0.0.1 - - [27/May/2020 23:46:26] "GET /favicon.ico HTTP/1.1" 200 8132

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