Dataset Viewer
The dataset viewer is not available for this split.
Cannot extract the features (columns) for the split 'train' of the config 'default' of the dataset.
Error code: FeaturesError
Exception: UnicodeDecodeError
Message: 'utf-8' codec can't decode byte 0xd3 in position 223: invalid continuation byte
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 243, in compute_first_rows_from_streaming_response
iterable_dataset = iterable_dataset._resolve_features()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 3496, in _resolve_features
features = _infer_features_from_batch(self.with_format(None)._head())
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2257, in _head
return next(iter(self.iter(batch_size=n)))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2461, in iter
for key, example in iterator:
^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 1952, in __iter__
for key, pa_table in self._iter_arrow():
^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 1974, in _iter_arrow
yield from self.ex_iterable._iter_arrow()
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 503, in _iter_arrow
for key, pa_table in iterator:
^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 350, in _iter_arrow
for key, pa_table in self.generate_tables_fn(**gen_kwags):
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/csv/csv.py", line 188, in _generate_tables
csv_file_reader = pd.read_csv(file, iterator=True, dtype=dtype, **self.config.pd_read_csv_kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/streaming.py", line 73, in wrapper
return function(*args, download_config=download_config, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/utils/file_utils.py", line 1199, in xpandas_read_csv
return pd.read_csv(xopen(filepath_or_buffer, "rb", download_config=download_config), **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/readers.py", line 1026, in read_csv
return _read(filepath_or_buffer, kwds)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/readers.py", line 620, in _read
parser = TextFileReader(filepath_or_buffer, **kwds)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/readers.py", line 1620, in __init__
self._engine = self._make_engine(f, self.engine)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/readers.py", line 1898, in _make_engine
return mapping[engine](f, **self.options)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/c_parser_wrapper.py", line 93, in __init__
self._reader = parsers.TextReader(src, **kwds)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "pandas/_libs/parsers.pyx", line 574, in pandas._libs.parsers.TextReader.__cinit__
File "pandas/_libs/parsers.pyx", line 663, in pandas._libs.parsers.TextReader._get_header
File "pandas/_libs/parsers.pyx", line 874, in pandas._libs.parsers.TextReader._tokenize_rows
File "pandas/_libs/parsers.pyx", line 891, in pandas._libs.parsers.TextReader._check_tokenize_status
File "pandas/_libs/parsers.pyx", line 2053, in pandas._libs.parsers.raise_parser_error
File "<frozen codecs>", line 322, in decode
UnicodeDecodeError: 'utf-8' codec can't decode byte 0xd3 in position 223: invalid continuation byteNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Interactive behavior analysis relies on high-quality time-series or event-based data to derive actionable insights—whether for performance optimization, behavior pattern recognition, or trend forecasting. This dataset, stored in CSV format, provides structured records of interaction modes, interaction actions, operation objectives, application names or IDs, interface descriptions, and more, enabling users to conduct in-depth analysis, build predictive models, or visualize key metrics.
Dataset Details
This dataset is presented in standard CSV (comma separated values) format, ensuring broad compatibility with data processing tools such as Pandas, Excel, Python. It contains over 10,000+ rows of time stamped records, covering the entire process of multiple users interacting with the intelligent car cockpit system from boarding to disembarking.
Data Format
- Primary Format: CSV (Comma-Separated Values)
- Encoding: GBK
- Compression: uncompressed
Uses
- Data Visualization: Generate time-series plots (e.g., “user step count over 30 days”), spatial maps (e.g., “player movement heatmaps”), or event distribution charts (e.g., “frequency of different event types”).
- Predictive Modeling: Train machine learning models to forecast outcomes (e.g., “predict user activity level based on historical data”“classify event types using quantitative indicators”).
- Pattern Recognition: Identify hidden trends (e.g., “peak activity hours of users”“common movement paths of players”“anomaly patterns in equipment logs”).
- Educational Purposes: Serve as a teaching material for data cleaning, exploratory data analysis (EDA), or CSV format processing (suitable for beginners in data science).
Dataset Structure
| app_source | front_page | source | action_type | screen_id | operate_target | input | voice_dc | vin | format_time_ms | json_all | event_key | original_timestamp |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Setting | Setting | 触控 | 点击 | 中控屏 | Bluetooth | zxy | 2025-08-01T08:16:01.117Z | {"action":"Click","widget_type":"SettingSwitch","widget_id":"Bluetooth","value":"off"} | Bluetooth | 1754036161117 | ||
| Voice | Voice | 语音 | 对话 | 中控屏 | VoiceASR | 开始播放 | zxy | 2025-08-01T08:16:31.934Z | {"action":"Speech","widget_type":null,"widget_id":null,"value":"开始播放"} | asr | 1754036189348 | |
| Map | Map | 系统 | 响应 | 中控屏 | SearchInput | 国家体育馆 | zxy | 2025-08-01T08:19:37.740Z | {"action":"Input","widget_type":"SearchInput","widget_id":"SearchInput","value":"国家体育馆"} | SearchInput | 1754036377740 |
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