Yijun Xiao
commited on
Commit
·
b11f1fe
1
Parent(s):
5e9d12e
Added Amazon Binary and Wikipedia Toxicity
Browse files
qb.py
CHANGED
@@ -11,17 +11,23 @@ _DESCRIPTION = """
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_URLS = {
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"ccd": "https://drive.google.com/u/0/uc?id=13UYcJ6BcojsCKy-yc9qgHTyBMCCWB-w1&export=download",
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"clothing": "https://drive.google.com/u/0/uc?id=1BwDS30xzFEDqP-z9adj4wVSlsSjOIGqc&export=download",
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"electronics": "https://drive.google.com/u/0/uc?id=1ztIUsraLPJSKkkle_uTrd78hYsSKKmur&export=download",
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"office": "https://drive.google.com/u/0/uc?id=1DbrvS02d75sXoxaaPh90bJdRvr15fUS5&export=download",
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}
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_FIELDS = {
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"amazon": ["date", "rating", "reviewText", "summary"],
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"ccd": ["date", "product", "subproduct", "issue", "subissue", "text"],
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}
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_LABELS = {
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"amazon": ["1", "2", "3", "4", "5"],
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"ccd": [
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"Checking or savings account",
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"Credit card or prepaid card",
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@@ -33,6 +39,7 @@ _LABELS = {
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"Student loan",
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"Vehicle loan or lease",
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],
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}
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@@ -74,6 +81,15 @@ class QB(datasets.GeneratorBasedBuilder):
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label_column="rating",
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text_column="reviewText",
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),
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QBConfig(
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name="electronics",
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description="Amazon Reviews (Electronics)",
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@@ -83,6 +99,15 @@ class QB(datasets.GeneratorBasedBuilder):
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label_column="rating",
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text_column="reviewText",
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),
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QBConfig(
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name="office",
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description="Amazon Reviews (Office)",
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@@ -92,6 +117,24 @@ class QB(datasets.GeneratorBasedBuilder):
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label_column="rating",
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text_column="reviewText",
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),
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]
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def _info(self):
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_URLS = {
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"ccd": "https://drive.google.com/u/0/uc?id=13UYcJ6BcojsCKy-yc9qgHTyBMCCWB-w1&export=download",
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"clothing": "https://drive.google.com/u/0/uc?id=1BwDS30xzFEDqP-z9adj4wVSlsSjOIGqc&export=download",
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+
"clothing_binary": "https://drive.google.com/u/0/uc?id=1P5aPKD0wU1NWUlh2QiIYwSPN-S3wD3ua&export=download",
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"electronics": "https://drive.google.com/u/0/uc?id=1ztIUsraLPJSKkkle_uTrd78hYsSKKmur&export=download",
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"electronics_binary": "https://drive.google.com/u/0/uc?id=103kJN6snOc2sSMH9ojd_PNohVQ1g4XUJ&export=download",
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"office": "https://drive.google.com/u/0/uc?id=1DbrvS02d75sXoxaaPh90bJdRvr15fUS5&export=download",
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"office_binary": "https://drive.google.com/u/0/uc?id=1ED4JnoTFu_4H80jBUJlqRrEor-taZ2Qz&export=download",
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"toxicity": "https://drive.google.com/u/0/uc?id=1iATGRaGuOqiUrj31jYjAzns8iS_BJh1h&export=download",
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}
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_FIELDS = {
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"amazon": ["date", "rating", "reviewText", "summary"],
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"ccd": ["date", "product", "subproduct", "issue", "subissue", "text"],
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"toxicity": ["rev_id", "toxicity", "year", "comment", "sample"],
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}
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_LABELS = {
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"amazon": ["1", "2", "3", "4", "5"],
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"amazon_binary": ["0", "1"],
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"ccd": [
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"Checking or savings account",
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"Credit card or prepaid card",
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"Student loan",
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"Vehicle loan or lease",
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],
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"toxicity": [0, 1],
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}
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label_column="rating",
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text_column="reviewText",
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),
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QBConfig(
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name="clothing_binary",
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description="Amazon Reviews (Clothing) with binary labels",
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url=_URLS["clothing_binary"],
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csv_fields=_FIELDS["amazon"],
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label_classes=_LABELS["amazon_binary"],
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label_column="rating",
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text_column="reviewText",
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),
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QBConfig(
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name="electronics",
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description="Amazon Reviews (Electronics)",
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label_column="rating",
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text_column="reviewText",
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),
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QBConfig(
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name="electronics_binary",
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description="Amazon Reviews (Electronics) with binary labels",
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url=_URLS["electronics_binary"],
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csv_fields=_FIELDS["amazon"],
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label_classes=_LABELS["amazon_binary"],
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label_column="rating",
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text_column="reviewText",
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),
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QBConfig(
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name="office",
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description="Amazon Reviews (Office)",
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label_column="rating",
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text_column="reviewText",
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),
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QBConfig(
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name="office_binary",
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description="Amazon Reviews (Office) with binary labels",
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url=_URLS["office_binary"],
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csv_fields=_FIELDS["amazon"],
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label_classes=_LABELS["amazon_binary"],
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label_column="rating",
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text_column="reviewText",
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),
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QBConfig(
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name="toxicity",
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description="Wikipedia toxicity data set",
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url=_URLS["toxicity"],
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csv_fields=_FIELDS["toxicity"],
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label_classes=_LABELS["toxicity"],
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label_column="toxicity",
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text_column="comment",
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),
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]
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def _info(self):
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