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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 4 new columns ({'ImageLink', 'CameraID', 'Lon', 'Lat'}) and 7 missing columns ({'Direction', 'dow', 'EstTimeMin', 'Expressway', 'StartPoint', 'EndPoint', 'FarEndPoint'}).

This happened while the csv dataset builder was generating data using

hf://datasets/munyew/tuas-data/data/images_2026-05-31.csv (at revision 0e7af895ff204fde24ec70936a4dba654f56cd58), ['hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-05-31.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-10.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-11.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-13.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-14.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-15.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-16.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-17.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-18.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-19.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-20.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-21.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-22.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-23.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-24.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-25.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-26.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-27.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-28.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-29.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-30.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-01.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-02.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-05-31.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-10.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-11.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-13.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-14.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-15.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-16.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-17.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-18.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-19.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-20.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-21.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-22.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-23.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-24.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-25.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-26.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-27.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-28.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-29.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-30.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-01.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-02.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-05-31.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-07.csv', 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'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-27.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-28.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-29.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-30.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-01.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-02.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/roadworks_current.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-05-31.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-10.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-11.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-13.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-14.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-15.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-16.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-17.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-18.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-19.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-20.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-21.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-22.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-23.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-24.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-25.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-26.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-27.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-28.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-29.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-30.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-01.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-02.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-09.csv']

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              ts: string
              ts_utc: string
              CameraID: int64
              Lat: double
              Lon: double
              ImageLink: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 939
              to
              {'ts': Value('string'), 'ts_utc': Value('string'), 'dow': Value('string'), 'Expressway': Value('string'), 'Direction': Value('int64'), 'StartPoint': Value('string'), 'EndPoint': Value('string'), 'FarEndPoint': Value('string'), 'EstTimeMin': Value('int64')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 4 new columns ({'ImageLink', 'CameraID', 'Lon', 'Lat'}) and 7 missing columns ({'Direction', 'dow', 'EstTimeMin', 'Expressway', 'StartPoint', 'EndPoint', 'FarEndPoint'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/munyew/tuas-data/data/images_2026-05-31.csv (at revision 0e7af895ff204fde24ec70936a4dba654f56cd58), ['hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-05-31.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-10.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-11.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-13.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-14.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-15.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-16.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-17.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-18.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-19.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-20.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-21.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-22.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-23.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-24.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-25.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-26.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-27.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-28.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-29.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-30.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-01.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-02.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-05-31.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-10.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-11.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-13.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-14.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-15.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-16.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-17.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-18.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-19.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-20.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-21.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-22.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-23.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-24.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-25.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-26.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-27.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-28.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-29.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-30.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-01.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-02.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-05-31.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-10.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-11.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-13.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-14.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-15.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-16.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-17.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-18.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-19.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-20.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-21.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-22.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-23.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-24.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-25.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-26.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-27.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-28.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-29.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-30.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-01.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-02.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/roadworks_current.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-05-31.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-10.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-11.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-13.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-14.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-15.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-16.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-17.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-18.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-19.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-20.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-21.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-22.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-23.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-24.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-25.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-26.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-27.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-28.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-29.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-30.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-01.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-02.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-09.csv']
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

ts
string
ts_utc
string
dow
string
Expressway
string
Direction
int64
StartPoint
string
EndPoint
string
FarEndPoint
string
EstTimeMin
int64
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
LOWER DELTA RD
NORMANTON PARK
TUAS CHECKPOINT
3
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
NORMANTON PARK
NORTH BUONA VISTA RD
TUAS CHECKPOINT
1
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
NORTH BUONA VISTA RD
CLEMENTI RD
TUAS CHECKPOINT
1
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
CLEMENTI RD
WEST COAST RD
TUAS CHECKPOINT
1
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
WEST COAST RD
CLEMENTI AVE 6
TUAS CHECKPOINT
1
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
CLEMENTI AVE 6
JURONG TOWN HALL RD
TUAS CHECKPOINT
2
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
JURONG TOWN HALL RD
PENJURU RD
TUAS CHECKPOINT
1
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
PENJURU RD
JURONG PORT RD
TUAS CHECKPOINT
2
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
JURONG PORT RD
JURONG PIER RD
TUAS CHECKPOINT
1
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
JURONG PIER RD
PIONEER CIRCUS
TUAS CHECKPOINT
2
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
PIONEER CIRCUS
BENOI RD
TUAS CHECKPOINT
2
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
BENOI RD
AYE/PIE INTERCHANGE
TUAS CHECKPOINT
2
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
AYE/PIE INTERCHANGE
TUAS WEST RD
TUAS CHECKPOINT
2
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
TUAS WEST RD
TUAS WEST DRIVE
TUAS CHECKPOINT
2
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
TUAS WEST DRIVE
TUAS CHECKPOINT
TUAS CHECKPOINT
1
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
AYE/MCE INTERCHANGE
TELOK BLANGAH RD
TUAS CHECKPOINT
2
2026-05-31 22:34:36
2026-05-31T14:34:36Z
Sunday
AYE
1
TELOK BLANGAH RD
LOWER DELTA RD
TUAS CHECKPOINT
1
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
LOWER DELTA RD
NORMANTON PARK
TUAS CHECKPOINT
4
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
NORMANTON PARK
NORTH BUONA VISTA RD
TUAS CHECKPOINT
1
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
NORTH BUONA VISTA RD
CLEMENTI RD
TUAS CHECKPOINT
2
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
CLEMENTI RD
WEST COAST RD
TUAS CHECKPOINT
1
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
WEST COAST RD
CLEMENTI AVE 6
TUAS CHECKPOINT
2
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
CLEMENTI AVE 6
JURONG TOWN HALL RD
TUAS CHECKPOINT
2
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
JURONG TOWN HALL RD
PENJURU RD
TUAS CHECKPOINT
1
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
PENJURU RD
JURONG PORT RD
TUAS CHECKPOINT
2
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
JURONG PORT RD
JURONG PIER RD
TUAS CHECKPOINT
2
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
JURONG PIER RD
PIONEER CIRCUS
TUAS CHECKPOINT
2
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
PIONEER CIRCUS
BENOI RD
TUAS CHECKPOINT
2
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
BENOI RD
AYE/PIE INTERCHANGE
TUAS CHECKPOINT
2
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
AYE/PIE INTERCHANGE
TUAS WEST RD
TUAS CHECKPOINT
2
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
TUAS WEST RD
TUAS WEST DRIVE
TUAS CHECKPOINT
2
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
TUAS WEST DRIVE
TUAS CHECKPOINT
TUAS CHECKPOINT
1
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
AYE/MCE INTERCHANGE
TELOK BLANGAH RD
TUAS CHECKPOINT
2
2026-06-03 15:07:57
2026-06-03T07:07:57Z
Wednesday
AYE
1
TELOK BLANGAH RD
LOWER DELTA RD
TUAS CHECKPOINT
1
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
LOWER DELTA RD
NORMANTON PARK
TUAS CHECKPOINT
4
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
NORMANTON PARK
NORTH BUONA VISTA RD
TUAS CHECKPOINT
1
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
NORTH BUONA VISTA RD
CLEMENTI RD
TUAS CHECKPOINT
2
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
CLEMENTI RD
WEST COAST RD
TUAS CHECKPOINT
1
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
WEST COAST RD
CLEMENTI AVE 6
TUAS CHECKPOINT
2
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
CLEMENTI AVE 6
JURONG TOWN HALL RD
TUAS CHECKPOINT
2
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
JURONG TOWN HALL RD
PENJURU RD
TUAS CHECKPOINT
1
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
PENJURU RD
JURONG PORT RD
TUAS CHECKPOINT
2
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
JURONG PORT RD
JURONG PIER RD
TUAS CHECKPOINT
2
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
JURONG PIER RD
PIONEER CIRCUS
TUAS CHECKPOINT
2
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
PIONEER CIRCUS
BENOI RD
TUAS CHECKPOINT
2
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
BENOI RD
AYE/PIE INTERCHANGE
TUAS CHECKPOINT
2
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
AYE/PIE INTERCHANGE
TUAS WEST RD
TUAS CHECKPOINT
2
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
TUAS WEST RD
TUAS WEST DRIVE
TUAS CHECKPOINT
2
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
TUAS WEST DRIVE
TUAS CHECKPOINT
TUAS CHECKPOINT
1
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
AYE/MCE INTERCHANGE
TELOK BLANGAH RD
TUAS CHECKPOINT
2
2026-06-03 15:15:02
2026-06-03T07:15:02Z
Wednesday
AYE
1
TELOK BLANGAH RD
LOWER DELTA RD
TUAS CHECKPOINT
1
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
LOWER DELTA RD
NORMANTON PARK
TUAS CHECKPOINT
4
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
NORMANTON PARK
NORTH BUONA VISTA RD
TUAS CHECKPOINT
1
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
NORTH BUONA VISTA RD
CLEMENTI RD
TUAS CHECKPOINT
2
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
CLEMENTI RD
WEST COAST RD
TUAS CHECKPOINT
1
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
WEST COAST RD
CLEMENTI AVE 6
TUAS CHECKPOINT
2
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
CLEMENTI AVE 6
JURONG TOWN HALL RD
TUAS CHECKPOINT
2
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
JURONG TOWN HALL RD
PENJURU RD
TUAS CHECKPOINT
1
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
PENJURU RD
JURONG PORT RD
TUAS CHECKPOINT
2
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
JURONG PORT RD
JURONG PIER RD
TUAS CHECKPOINT
2
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
JURONG PIER RD
PIONEER CIRCUS
TUAS CHECKPOINT
2
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
PIONEER CIRCUS
BENOI RD
TUAS CHECKPOINT
2
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
BENOI RD
AYE/PIE INTERCHANGE
TUAS CHECKPOINT
2
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
AYE/PIE INTERCHANGE
TUAS WEST RD
TUAS CHECKPOINT
2
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
TUAS WEST RD
TUAS WEST DRIVE
TUAS CHECKPOINT
2
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
TUAS WEST DRIVE
TUAS CHECKPOINT
TUAS CHECKPOINT
1
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
AYE/MCE INTERCHANGE
TELOK BLANGAH RD
TUAS CHECKPOINT
2
2026-06-03 15:30:02
2026-06-03T07:30:02Z
Wednesday
AYE
1
TELOK BLANGAH RD
LOWER DELTA RD
TUAS CHECKPOINT
1
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
LOWER DELTA RD
NORMANTON PARK
TUAS CHECKPOINT
4
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
NORMANTON PARK
NORTH BUONA VISTA RD
TUAS CHECKPOINT
1
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
NORTH BUONA VISTA RD
CLEMENTI RD
TUAS CHECKPOINT
2
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
CLEMENTI RD
WEST COAST RD
TUAS CHECKPOINT
1
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
WEST COAST RD
CLEMENTI AVE 6
TUAS CHECKPOINT
1
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
CLEMENTI AVE 6
JURONG TOWN HALL RD
TUAS CHECKPOINT
2
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
JURONG TOWN HALL RD
PENJURU RD
TUAS CHECKPOINT
1
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
PENJURU RD
JURONG PORT RD
TUAS CHECKPOINT
2
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
JURONG PORT RD
JURONG PIER RD
TUAS CHECKPOINT
2
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
JURONG PIER RD
PIONEER CIRCUS
TUAS CHECKPOINT
2
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
PIONEER CIRCUS
BENOI RD
TUAS CHECKPOINT
2
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
BENOI RD
AYE/PIE INTERCHANGE
TUAS CHECKPOINT
2
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
AYE/PIE INTERCHANGE
TUAS WEST RD
TUAS CHECKPOINT
2
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
TUAS WEST RD
TUAS WEST DRIVE
TUAS CHECKPOINT
2
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
TUAS WEST DRIVE
TUAS CHECKPOINT
TUAS CHECKPOINT
1
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
AYE/MCE INTERCHANGE
TELOK BLANGAH RD
TUAS CHECKPOINT
2
2026-06-03 15:45:02
2026-06-03T07:45:02Z
Wednesday
AYE
1
TELOK BLANGAH RD
LOWER DELTA RD
TUAS CHECKPOINT
1
2026-06-03 16:00:02
2026-06-03T08:00:02Z
Wednesday
AYE
1
LOWER DELTA RD
NORMANTON PARK
TUAS CHECKPOINT
4
2026-06-03 16:00:02
2026-06-03T08:00:02Z
Wednesday
AYE
1
NORMANTON PARK
NORTH BUONA VISTA RD
TUAS CHECKPOINT
1
2026-06-03 16:00:02
2026-06-03T08:00:02Z
Wednesday
AYE
1
NORTH BUONA VISTA RD
CLEMENTI RD
TUAS CHECKPOINT
2
2026-06-03 16:00:02
2026-06-03T08:00:02Z
Wednesday
AYE
1
CLEMENTI RD
WEST COAST RD
TUAS CHECKPOINT
1
2026-06-03 16:00:02
2026-06-03T08:00:02Z
Wednesday
AYE
1
WEST COAST RD
CLEMENTI AVE 6
TUAS CHECKPOINT
2
2026-06-03 16:00:02
2026-06-03T08:00:02Z
Wednesday
AYE
1
CLEMENTI AVE 6
JURONG TOWN HALL RD
TUAS CHECKPOINT
2
2026-06-03 16:00:02
2026-06-03T08:00:02Z
Wednesday
AYE
1
JURONG TOWN HALL RD
PENJURU RD
TUAS CHECKPOINT
1
2026-06-03 16:00:02
2026-06-03T08:00:02Z
Wednesday
AYE
1
PENJURU RD
JURONG PORT RD
TUAS CHECKPOINT
2
2026-06-03 16:00:02
2026-06-03T08:00:02Z
Wednesday
AYE
1
JURONG PORT RD
JURONG PIER RD
TUAS CHECKPOINT
1
2026-06-03 16:00:02
2026-06-03T08:00:02Z
Wednesday
AYE
1
JURONG PIER RD
PIONEER CIRCUS
TUAS CHECKPOINT
2
2026-06-03 16:00:02
2026-06-03T08:00:02Z
Wednesday
AYE
1
PIONEER CIRCUS
BENOI RD
TUAS CHECKPOINT
2
2026-06-03 16:00:02
2026-06-03T08:00:02Z
Wednesday
AYE
1
BENOI RD
AYE/PIE INTERCHANGE
TUAS CHECKPOINT
2
2026-06-03 16:00:02
2026-06-03T08:00:02Z
Wednesday
AYE
1
AYE/PIE INTERCHANGE
TUAS WEST RD
TUAS CHECKPOINT
2
2026-06-03 16:00:02
2026-06-03T08:00:02Z
Wednesday
AYE
1
TUAS WEST RD
TUAS WEST DRIVE
TUAS CHECKPOINT
2
2026-06-03 16:00:02
2026-06-03T08:00:02Z
Wednesday
AYE
1
TUAS WEST DRIVE
TUAS CHECKPOINT
TUAS CHECKPOINT
1
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