Dataset Viewer
Duplicate
The dataset viewer is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
bsebench_status: string
dataset_title: string
source: string
source_url: string
doi: string
version: int64
license: struct<short_name: string, full_name: string, url: string>
  child 0, short_name: string
  child 1, full_name: string
  child 2, url: string
authors: list<item: string>
  child 0, item: string
publisher: string
published_date: timestamp[s]
source_description: string
categories: list<item: string>
  child 0, item: string
download: struct<downloaded_at: timestamp[s], method: string, official_file_api: string>
  child 0, downloaded_at: timestamp[s]
  child 1, method: string
  child 2, official_file_api: string
files: list<item: struct<path: string, original_filename: string, mendeley_file_id: string, mendeley_conten (... 121 chars omitted)
  child 0, item: struct<path: string, original_filename: string, mendeley_file_id: string, mendeley_content_id: strin (... 109 chars omitted)
      child 0, path: string
      child 1, original_filename: string
      child 2, mendeley_file_id: string
      child 3, mendeley_content_id: string
      child 4, content_type: string
      child 5, size_bytes: int64
      child 6, sha256: string
      child 7, last_modified_date: string
      child 8, download_url: string
transformations: list<item: string>
  child 0, item: string
verification: struct<source_page_checked: bool, doi_verified: bool, license_verified: bool, file_list_verified: bo (... 75 chars omitted)
  child 0, source_page_checked: bool
  child 1, doi_verified: bool
  child 2, license_verified: bool
  child 3, file_list_verified: bool
  child 4, download_sha256_matches_source: bool
  child 5, duplicate_target_or_source: bool
residual_risks: list<item: string>
  child 0, item: string
to
{}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 99, in get_rows_or_raise
                  return get_rows(
                         ^^^^^^^^^
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/utils.py", line 77, in get_rows
                  rows_plus_one = list(itertools.islice(ds, rows_max_number + 1))
                                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2690, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 464, in __iter__
                  yield from self.ex_iterable
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 363, in __iter__
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 299, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              bsebench_status: string
              dataset_title: string
              source: string
              source_url: string
              doi: string
              version: int64
              license: struct<short_name: string, full_name: string, url: string>
                child 0, short_name: string
                child 1, full_name: string
                child 2, url: string
              authors: list<item: string>
                child 0, item: string
              publisher: string
              published_date: timestamp[s]
              source_description: string
              categories: list<item: string>
                child 0, item: string
              download: struct<downloaded_at: timestamp[s], method: string, official_file_api: string>
                child 0, downloaded_at: timestamp[s]
                child 1, method: string
                child 2, official_file_api: string
              files: list<item: struct<path: string, original_filename: string, mendeley_file_id: string, mendeley_conten (... 121 chars omitted)
                child 0, item: struct<path: string, original_filename: string, mendeley_file_id: string, mendeley_content_id: strin (... 109 chars omitted)
                    child 0, path: string
                    child 1, original_filename: string
                    child 2, mendeley_file_id: string
                    child 3, mendeley_content_id: string
                    child 4, content_type: string
                    child 5, size_bytes: int64
                    child 6, sha256: string
                    child 7, last_modified_date: string
                    child 8, download_url: string
              transformations: list<item: string>
                child 0, item: string
              verification: struct<source_page_checked: bool, doi_verified: bool, license_verified: bool, file_list_verified: bo (... 75 chars omitted)
                child 0, source_page_checked: bool
                child 1, doi_verified: bool
                child 2, license_verified: bool
                child 3, file_list_verified: bool
                child 4, download_sha256_matches_source: bool
                child 5, duplicate_target_or_source: bool
              residual_risks: list<item: string>
                child 0, item: string
              to
              {}
              because column names don't match

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EV Lithium Ion Battery State of Charge Dataset

This is a raw BSEBench mirror of the Mendeley Data dataset "EV Lithium Ion Battery State of Charge Dataset" by Veeramsetty, Venkataramana; G. V., Keerthi Sri; and D. M., Vinod Kumar.

BSEBench Status

raw_mirror_pending_validation

The source file is mirrored as downloaded from Mendeley Data. No benchmark validation, cleaning, train/test split, or performance evaluation has been performed in this repository.

Source

Mirrored Files

Path Size SHA-256
source/charging and discharging (1).xlsx 60,554,805 bytes 855aa11a32e95c03d414422c72f930d8756ae297bd7bdf78a92e979b5f54b409

Provenance Notes

The source page and Mendeley public API were checked before upload. The Mendeley metadata reported DOI 10.17632/7dkmgbspfg.1, license CC BY 4.0, and one downloadable XLSX file. The downloaded file's SHA-256 and byte count matched the values advertised by Mendeley.

Citation

Veeramsetty, Venkataramana; G. V., Keerthi Sri; D. M., Vinod Kumar (2026), "EV Lithium Ion Battery State of Charge Dataset", Mendeley Data, V1, doi: 10.17632/7dkmgbspfg.1.

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