python


spaCy Documentation for [ orth , pos , tag, lema and text ]


I am new to spaCy. I added this post for documentation and make it simple for new starters as me.
import spacy
nlp = spacy.load('en')
doc = nlp(u'KEEP CALM because TOGETHER We Rock !')
for word in doc:
print(word.text, word.lemma, word.lemma_, word.tag, word.tag_, word.pos, word.pos_)
print(word.orth_)
I am looking to understand what the meaning of orth, lemma, tag and pos ? This code print out the values also what the different between print(word) vs print(word.orth_)
1) When you print word, you basically print Token class from spacy which is set to print out string from the class. You can see more here. So it's different from printing out word.orth_ or word.text where these will print out string directly.
2) I'm not sure about word.orth_, seems like it is word.text for most cases. For word.lemma_, it's the lemmatize of the given word e.g. is, am, are will map to be in word.lemma_.

Related Links

How to identify type of an AssignName in pylint
Incorrect timestamp format in matplotlib subplots
Is it possible to show a console in a Jupyter notebook?
Merging dictionaries
Access matplotlib objects of scatter plot
How to run custom django-admin manage.py command
How to exclude zeros from a list
Python: Parallelize for loop reading lines from file
Python find out if a folder exists
Python Order of Operations - Addition and subtraction
Python Beautifulsoup: Unable to select element despite of it's there
Google news crawler to return results with url,title and briefing
Getting specific data values out of a dataframe - python pandas
Django import issue in Pycharm
Why is this concatenation of the float values in pandas dataframe is giving NaN output?
windows7 python36: how send to gdrive using righ click context menu?

Categories

HOME
arrays
makefile
spring
vue.js
security
puzzle
oauth
performancecounter
bing
facebook-graph-api
backup
ubuntu-16.04
docker-swarm
webdav
websphere-liberty
eval
deeplearning4j
diagram
click
hosts
nixos
cortex-a
image-recognition
ssms-2016
arm-template
movies
thumbnails
cruisecontrol.net
spring-test
samsung-mobile
protobuf-net
node-horseman
precedence
jboss-esb
liquid-xml
poco-libraries
duktape
fltk
react-native-router-flux
bing-translator-api
distributed-transactions
tango
homekit
rich-text-editor
facebook-chatbot
windows-firewall
android-bitmap
gmt
sqlexception
laravel-query-builder
master
zurb-foundation-apps
spring-lemon
proxygen
qt-linguist
fortran90
cmocka
datainputstream
document-oriented-db
visual-studio-code
pyrocms
urn
graphical-logo
gray-code
adodb
magento-1.12
django-1.6
kallithea
activity-streams
ibmsbt
adcolony
fragment-tab-host
cg
vcl
docopt
eclipse-classpath
adaptive-compression
data-generation
dvcs
help-viewer
initialization-vector
windows-mobile-6
onselect
ruboto
cgimageref
dynamics-ax-2009
symphony-cms
gdataxml
cadisplaylink
xmlslurper
die
law-of-demeter
surf
qtembedded
dcpu-16
ihttphandler
ruby-debug
post-redirect-get
sitemappath
pci-bus
swfloader
interface-design

Resources

Mobile Apps Dev
Database Users
javascript
java
csharp
php
android
MS Developer
developer works
python
ios
c
html
jquery
RDBMS discuss
Cloud Virtualization
Database Dev&Adm
javascript
java
csharp
php
python
android
jquery
ruby
ios
html
Mobile App
Mobile App
Mobile App