Added spaCyTextBlob to universe.json (#6395)

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Sam Edwardes 2020-11-17 05:38:34 -08:00 committed by GitHub
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{
"resources": [
{
"id": "spacy-textblob",
"title": "spaCyTextBlob",
"slogan": "Easy sentiment analysis for spaCy using TextBlob",
"description": "spaCyTextBlob is a pipeline component that enables sentiment analysis using the [TextBlob](https://github.com/sloria/TextBlob) library. It will add the additional extenstion `._.sentiment` to `Doc`, `Span`, and `Token` objects.",
"github": "SamEdwardes/spaCyTextBlob",
"pip": "spacytextblob",
"code_example": [
"import spacy",
"from spacytextblob.spacytextblob import SpacyTextBlob",
"",
"nlp = spacy.load('en_core_web_sm')",
"spacy_text_blob = SpacyTextBlob()",
"nlp.add_pipe(spacy_text_blob)",
"text = 'I had a really horrible day. It was the worst day ever! But every now and then I have a really good day that makes me happy.'",
"doc = nlp(text)",
"doc._.sentiment.polarity # Polarity: -0.125",
"doc._.sentiment.subjectivity # Sujectivity: 0.9",
"doc._.sentiment.assessments # Assessments: [(['really', 'horrible'], -1.0, 1.0, None), (['worst', '!'], -1.0, 1.0, None), (['really', 'good'], 0.7, 0.6000000000000001, None), (['happy'], 0.8, 1.0, None)]",
],
"code_language": "python",
"url": "https://spacytextblob.netlify.app/",
"author": "Sam Edwardes",
"author_links": {
"twitter": "TheReaLSamlam",
"github": "SamEdwardes",
"website": "https://samedwardes.com"
},
"category": ["pipeline"],
"tags": ["sentiment", "textblob"]
},
{
"id": "spacy-sentence-bert",
"title": "spaCy - sentence-transformers",