mrjunos commited on
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49474bf
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1 Parent(s): 35bcf8c

Update depression_reddit_cleaned.py

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  1. depression_reddit_cleaned.py +18 -22
depression_reddit_cleaned.py CHANGED
@@ -30,25 +30,21 @@ task that requires labeled data pertaining to depression from Reddit.
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  class DepressionRedditCleaned(datasets.GeneratorBasedBuilder):
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- """
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- ~7000 Cleaned Reddit Labelled Dataset on Depression
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- The raw data is collected through web-scrapping Subreddits and is cleaned using multiple NLP techniques.
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- The data is only in English. It mainly targets mental health classification.
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- """
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-
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- VERSION = datasets.Version("1.1.0")
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-
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- def _info(self):
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- features = datasets.Features(
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- {
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- "clean_text": datasets.Value("string"),
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- "is_depression": datasets.Value("int64"),
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- "label": datasets.features.ClassLabel(
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- names=["not_depression", "depression"]
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- )
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- }
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- )
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- return datasets.DatasetInfo(
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- description=_DESCRIPTION,
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- features=features
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- )
 
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  class DepressionRedditCleaned(datasets.GeneratorBasedBuilder):
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+ """
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+ ~7000 Cleaned Reddit Labelled Dataset on Depression
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+ The raw data is collected through web-scrapping Subreddits and is cleaned using multiple NLP techniques.
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+ The data is only in English. It mainly targets mental health classification.
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+ """
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+
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+ VERSION = datasets.Version("1.1.0")
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+
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+ def _info(self):
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+ return datasets.DatasetInfo(
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+ description=_DESCRIPTION,
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+ features=datasets.Features(
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+ {
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+ "clean_text": datasets.Value("string"),
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+ "is_depression": datasets.Value("int64"),
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+ "label": datasets.features.ClassLabel(names=["not_depression", "depression"])
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+ }
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+ )