Datasets:
1T Conte
commited on
Commit
•
eb1ae63
1
Parent(s):
adf9c86
fix: ratings from 1-10 to 0-9
Browse files- README.md +42 -0
- complete.csv +2 -2
- convert.py +4 -4
- positive_negative.csv +1 -1
- positive_negative_balanced.csv +1 -1
- test.csv +2 -2
- train.csv +2 -2
README.md
CHANGED
@@ -4,6 +4,48 @@ language:
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task_categories:
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- text-classification
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configs:
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- config_name: default
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data_files:
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task_categories:
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- text-classification
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dataset_info:
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- config_name: default
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features:
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- name: id
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dtype: int64
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- name: drugName
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dtype: string
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- name: condition
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dtype: string
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- name: review
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dtype: string
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- name: rating
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dtype:
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class_label:
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names:
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'0': 1
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'1': 2
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'2': 3
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'3': 4
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'4': 5
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'5': 6
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'6': 7
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'7': 8
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'8': 9
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'9': 10
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- config_name: sentiment
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features:
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- name: id
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dtype: int64
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- name: drugName
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dtype: string
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- name: condition
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dtype: string
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- name: review
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dtype: string
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- name: rating
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dtype:
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class_label:
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names:
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'0': negative
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'1': positive
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configs:
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- config_name: default
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data_files:
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complete.csv
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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-
size
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:669accfa314ea249d3c73b861b79f8dad8dc1d26a69d23bf7b0c72966a9e5a93
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+
size 107695483
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convert.py
CHANGED
@@ -16,7 +16,7 @@ def parse_review(html):
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def parse_rating(rating_str):
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rating = int(rating_str)
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return rating
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@@ -49,7 +49,7 @@ def read_file(file_path):
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def remap2sentiment(row):
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-
if row["rating"] <=
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row["rating"] = 0
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else:
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row["rating"] = 1
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# Extract only ratings 1, 2, 3, and 4 (negative reviews), and also
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# ratings 7, 8, 9, and 10 (positive reviews)
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-
negative_rows = [remap2sentiment(row) for row in all_rows if row["rating"] <=
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-
positive_rows = [remap2sentiment(row) for row in all_rows if row["rating"] >=
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positive_negative_rows = negative_rows + positive_rows
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shuffle(positive_negative_rows)
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save(positive_negative_rows, "positive_negative.csv")
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def parse_rating(rating_str):
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rating = int(rating_str) - 1
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return rating
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def remap2sentiment(row):
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if row["rating"] <= 3:
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row["rating"] = 0
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else:
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row["rating"] = 1
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# Extract only ratings 1, 2, 3, and 4 (negative reviews), and also
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# ratings 7, 8, 9, and 10 (positive reviews)
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negative_rows = [remap2sentiment(row) for row in all_rows if row["rating"] <= 3]
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positive_rows = [remap2sentiment(row) for row in all_rows if row["rating"] >= 6]
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positive_negative_rows = negative_rows + positive_rows
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shuffle(positive_negative_rows)
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save(positive_negative_rows, "positive_negative.csv")
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positive_negative.csv
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 97800610
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:6287c39f984e36d5c8baa3fa916b4294862c8e5d677877f391ae616c96c7fc41
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size 97800610
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positive_negative_balanced.csv
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 53025847
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:0bf8e51f78f230a0f75aeb2867d9fcadb667049024662439d4efff4724ba98cd
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size 53025847
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test.csv
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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-
size
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:033919465c8c773ab19a1ee8870ac65cc39015ffa65f4e90115d5e2b106ca942
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+
size 26902208
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train.csv
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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-
size
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:67cf2e63f868b0baee5da08ec88c288cfb59781424f4266db16bed049b4e1027
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+
size 80793328
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