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Datasets:
CATIE-AQ
/
XMRec_reviews_fr_Digital_Music

Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Languages:
French
Size:
< 1K
Libraries:
Datasets
pandas
Dataset card Data Studio Files
xet
 Community
Dataset Viewer
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The JWT signature verification failed. Check the signing key and the algorithm.
Error code:   JWTInvalidSignature
Exception:    InvalidSignatureError
Message:      Signature verification failed
Traceback:    Traceback (most recent call last):
                File "/src/libs/libapi/src/libapi/jwt_token.py", line 286, in validate_jwt
                  decoded = jwt.decode(
                      jwt=token,
                  ...<2 lines>...
                      options=options,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 368, in decode
                  decoded = self.decode_complete(
                      jwt,
                  ...<8 lines>...
                      leeway=leeway,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 265, in decode_complete
                  decoded = self._jws.decode_complete(
                      jwt,
                  ...<3 lines>...
                      detached_payload=detached_payload,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 270, in decode_complete
                  self._verify_signature(
                  ~~~~~~~~~~~~~~~~~~~~~~^
                      signing_input,
                      ^^^^^^^^^^^^^^
                  ...<4 lines>...
                      options=merged_options,
                      ^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 417, in _verify_signature
                  raise InvalidSignatureError("Signature verification failed")
              jwt.exceptions.InvalidSignatureError: Signature verification failed

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Description

Cleaned version of the Digital Music subset (reviews folder) of XMRec dataset.

Columns meaning:

  • asin is a code which can be used as a key to merge the dataset with XMRec_metadata_fr_Digital_Music containing all the informations about the product to which the customer review refers
  • summary is the term used in the original dataset, can be seen as a preview of the review
  • reviewText contains the text of the review
  • overall is the customer's rating of the product

This dataset is intended to be used for text classification.

Original paper citation 

@inproceedings{bonab2021crossmarket,
    author = {Bonab, Hamed and Aliannejadi, Mohammad and Vardasbi, Ali and Kanoulas, Evangelos and Allan, James},
    booktitle = {Proceedings of the 30th ACM International Conference on Information \& Knowledge Management},
    publisher = {ACM},
    title = {Cross-Market Product Recommendation},
    year = {2021}}
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