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Update scattertext example code (#11937)
* Update scattertext example code * Remove PMI Filter Threshold
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@ -1468,13 +1468,26 @@
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"image": "https://jasonkessler.github.io/2012conventions0.0.2.2.png",
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"code_example": [
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"import spacy",
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"import scattertext as st",
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"",
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"nlp = spacy.load('en')",
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"corpus = st.CorpusFromPandas(convention_df,",
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"from scattertext import SampleCorpora, produce_scattertext_explorer",
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"from scattertext import produce_scattertext_html",
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"from scattertext.CorpusFromPandas import CorpusFromPandas",
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"",
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"nlp = spacy.load('en_core_web_sm')",
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"convention_df = SampleCorpora.ConventionData2012.get_data()",
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"corpus = CorpusFromPandas(convention_df,",
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" category_col='party',",
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" text_col='text',",
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" nlp=nlp).build()"
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" nlp=nlp).build()",
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"",
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"html = produce_scattertext_html(corpus,",
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" category='democrat',",
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" category_name='Democratic',",
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" not_category_name='Republican',",
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" minimum_term_frequency=5,",
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" width_in_pixels=1000)",
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"open('./simple.html', 'wb').write(html.encode('utf-8'))",
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"print('Open ./simple.html in Chrome or Firefox.')"
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],
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"author": "Jason Kessler",
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"author_links": {
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