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@Manikanta-Munnangi
Last active November 18, 2019 13:12
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# spacy import convention\n",
"import spacy\n",
"\n",
"# load the english model into nlp object.\n",
"nlp=spacy.load('en_core_web_sm') "
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# Sample text\n",
"text=\"\"\"Success isn't easy, and that's a good thing - at least in business. \\\n",
"If it was easy, everybody would be doing it and your competition would be outrageous!\"\"\"\n",
"\n",
"# returns doc container with many attributes.\n",
"doc=nlp(text)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# loop through doc and return tokens with .text attribute\n",
"# using list comprehension\n",
"tokenized=[token.text for token in doc]"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['Success', 'is', \"n't\", 'easy', ',', 'and', 'that', \"'s\", 'a', 'good', 'thing', '-', 'at', 'least', 'in', 'business', '.', 'If', 'it', 'was', 'easy', ',', 'everybody', 'would', 'be', 'doing', 'it', 'and', 'your', 'competition', 'would', 'be', 'outrageous', '!']\n"
]
}
],
"source": [
"# print result.\n",
"print(tokenized)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.9"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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