Dataset Viewer
The dataset viewer is not available for this subset.
Cannot get the split names for the config 'default' of the dataset.
Exception: SplitsNotFoundError
Message: The split names could not be parsed from the dataset config.
Traceback: Traceback (most recent call last):
File "tsfile/tsfile_py_cpp.pyx", line 567, in tsfile.tsfile_py_cpp.tsfile_reader_new_c
tsfile.exceptions.FileOpenError: 28:
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 286, in get_dataset_config_info
for split_generator in builder._split_generators(
~~~~~~~~~~~~~~~~~~~~~~~~~^
StreamingDownloadManager(base_path=builder.base_path, download_config=download_config)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/tsfile/tsfile.py", line 271, in _split_generators
scan = self._scan_metadata(all_files)
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/tsfile/tsfile.py", line 318, in _scan_metadata
with self._open_reader(file) as reader:
~~~~~~~~~~~~~~~~~^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/tsfile/tsfile.py", line 742, in _open_reader
return TsFileReader(file)
File "tsfile/tsfile_reader.pyx", line 323, in tsfile.tsfile_reader.TsFileReaderPy.__init__
SystemError: <class '_weakrefset.WeakSet'> returned a result with an exception set
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 66, in compute_split_names_from_streaming_response
for split in get_dataset_split_names(
~~~~~~~~~~~~~~~~~~~~~~~^
path=dataset,
^^^^^^^^^^^^^
config_name=config,
^^^^^^^^^^^^^^^^^^^
token=hf_token,
^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
info = get_dataset_config_info(
path,
...<6 lines>...
**config_kwargs,
)
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 291, in get_dataset_config_info
raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.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.
fred_md_2025 (TsFile format)
This repository contains time-series forecasting data stored in Apache TsFile format.
Summary
- FEV subset:
fred_md_2025 - Unified source collection:
autogluon/fev_datasets - Original source: https://www.stlouisfed.org/research/economists/mccracken/fred-databases
- Paper / citation: [9]
- Series: 1
- Modalities: Time-series
- TsFile rows (flattened observations): 100,548
- Frequencies: source-defined
- TsFile files: 1
- Time precision: milliseconds (
INT64).
Licensing and citation requirements follow the original source. This repository does not claim ownership of the original data.
Dataset Statistics
| Series | Median series length | TsFile rows (observations) | Dynamic columns | Static columns | Data files |
|---|---|---|---|---|---|
| 1 | 798 | 100,548 | 126 | 0 | fred_md_2025.tsfile |
Files
The Hugging Face dataset card YAML points configs.data_files to all *.tsfile files in this repository.
fred_md_2025.tsfile
TsFile Storage Model
- Each original series (
id) is stored as one TsFile device. - Time-varying targets and dynamic covariates are stored as FIELD measurements.
- Source
timestampvalues are mapped to the TsFileTimecolumn as millisecond timestamps. - Table name(s): fred_md_2025.
Column Schema
| Column | Role | TsFile type |
|---|---|---|
Time |
Time column | INT64 |
id |
TAG (device dimension) | STRING |
RPI |
FIELD (measurement) | FLOAT |
W875RX1 |
FIELD (measurement) | FLOAT |
DPCERA3M086SBEA |
FIELD (measurement) | FLOAT |
CMRMTSPLx |
FIELD (measurement) | FLOAT |
RETAILx |
FIELD (measurement) | FLOAT |
INDPRO |
FIELD (measurement) | FLOAT |
IPFPNSS |
FIELD (measurement) | FLOAT |
IPFINAL |
FIELD (measurement) | FLOAT |
IPCONGD |
FIELD (measurement) | FLOAT |
IPDCONGD |
FIELD (measurement) | FLOAT |
IPNCONGD |
FIELD (measurement) | FLOAT |
IPBUSEQ |
FIELD (measurement) | FLOAT |
IPMAT |
FIELD (measurement) | FLOAT |
IPDMAT |
FIELD (measurement) | FLOAT |
IPNMAT |
FIELD (measurement) | FLOAT |
IPMANSICS |
FIELD (measurement) | FLOAT |
IPB51222S |
FIELD (measurement) | FLOAT |
IPFUELS |
FIELD (measurement) | FLOAT |
CUMFNS |
FIELD (measurement) | FLOAT |
HWI |
FIELD (measurement) | FLOAT |
HWIURATIO |
FIELD (measurement) | FLOAT |
CLF16OV |
FIELD (measurement) | FLOAT |
CE16OV |
FIELD (measurement) | FLOAT |
UNRATE |
FIELD (measurement) | FLOAT |
UEMPMEAN |
FIELD (measurement) | FLOAT |
UEMPLT5 |
FIELD (measurement) | FLOAT |
UEMP5TO14 |
FIELD (measurement) | FLOAT |
UEMP15OV |
FIELD (measurement) | FLOAT |
UEMP15T26 |
FIELD (measurement) | FLOAT |
UEMP27OV |
FIELD (measurement) | FLOAT |
CLAIMSx |
FIELD (measurement) | FLOAT |
PAYEMS |
FIELD (measurement) | FLOAT |
USGOOD |
FIELD (measurement) | FLOAT |
CES1021000001 |
FIELD (measurement) | FLOAT |
USCONS |
FIELD (measurement) | FLOAT |
MANEMP |
FIELD (measurement) | FLOAT |
DMANEMP |
FIELD (measurement) | FLOAT |
NDMANEMP |
FIELD (measurement) | FLOAT |
SRVPRD |
FIELD (measurement) | FLOAT |
USTPU |
FIELD (measurement) | FLOAT |
USWTRADE |
FIELD (measurement) | FLOAT |
USTRADE |
FIELD (measurement) | FLOAT |
USFIRE |
FIELD (measurement) | FLOAT |
USGOVT |
FIELD (measurement) | FLOAT |
CES0600000007 |
FIELD (measurement) | FLOAT |
AWOTMAN |
FIELD (measurement) | FLOAT |
AWHMAN |
FIELD (measurement) | FLOAT |
HOUST |
FIELD (measurement) | FLOAT |
HOUSTNE |
FIELD (measurement) | FLOAT |
HOUSTMW |
FIELD (measurement) | FLOAT |
HOUSTS |
FIELD (measurement) | FLOAT |
HOUSTW |
FIELD (measurement) | FLOAT |
PERMIT |
FIELD (measurement) | FLOAT |
PERMITNE |
FIELD (measurement) | FLOAT |
PERMITMW |
FIELD (measurement) | FLOAT |
PERMITS |
FIELD (measurement) | FLOAT |
PERMITW |
FIELD (measurement) | FLOAT |
ACOGNO |
FIELD (measurement) | FLOAT |
AMDMNOx |
FIELD (measurement) | FLOAT |
ANDENOx |
FIELD (measurement) | FLOAT |
AMDMUOx |
FIELD (measurement) | FLOAT |
BUSINVx |
FIELD (measurement) | FLOAT |
ISRATIOx |
FIELD (measurement) | FLOAT |
M1SL |
FIELD (measurement) | FLOAT |
M2SL |
FIELD (measurement) | FLOAT |
M2REAL |
FIELD (measurement) | FLOAT |
BOGMBASE |
FIELD (measurement) | FLOAT |
TOTRESNS |
FIELD (measurement) | FLOAT |
NONBORRES |
FIELD (measurement) | FLOAT |
BUSLOANS |
FIELD (measurement) | FLOAT |
REALLN |
FIELD (measurement) | FLOAT |
NONREVSL |
FIELD (measurement) | FLOAT |
CONSPI |
FIELD (measurement) | FLOAT |
S_P_500 |
FIELD (measurement) | FLOAT |
S_P_div_yield |
FIELD (measurement) | FLOAT |
S_P_PE_ratio |
FIELD (measurement) | FLOAT |
FEDFUNDS |
FIELD (measurement) | FLOAT |
CP3Mx |
FIELD (measurement) | FLOAT |
TB3MS |
FIELD (measurement) | FLOAT |
TB6MS |
FIELD (measurement) | FLOAT |
GS1 |
FIELD (measurement) | FLOAT |
GS5 |
FIELD (measurement) | FLOAT |
GS10 |
FIELD (measurement) | FLOAT |
AAA |
FIELD (measurement) | FLOAT |
BAA |
FIELD (measurement) | FLOAT |
COMPAPFFx |
FIELD (measurement) | FLOAT |
TB3SMFFM |
FIELD (measurement) | FLOAT |
TB6SMFFM |
FIELD (measurement) | FLOAT |
T1YFFM |
FIELD (measurement) | FLOAT |
T5YFFM |
FIELD (measurement) | FLOAT |
T10YFFM |
FIELD (measurement) | FLOAT |
AAAFFM |
FIELD (measurement) | FLOAT |
BAAFFM |
FIELD (measurement) | FLOAT |
TWEXAFEGSMTHx |
FIELD (measurement) | FLOAT |
EXSZUSx |
FIELD (measurement) | FLOAT |
EXJPUSx |
FIELD (measurement) | FLOAT |
EXUSUKx |
FIELD (measurement) | FLOAT |
EXCAUSx |
FIELD (measurement) | FLOAT |
WPSFD49207 |
FIELD (measurement) | FLOAT |
WPSFD49502 |
FIELD (measurement) | FLOAT |
WPSID61 |
FIELD (measurement) | FLOAT |
WPSID62 |
FIELD (measurement) | FLOAT |
OILPRICEx |
FIELD (measurement) | FLOAT |
PPICMM |
FIELD (measurement) | FLOAT |
CPIAUCSL |
FIELD (measurement) | FLOAT |
CPIAPPSL |
FIELD (measurement) | FLOAT |
CPITRNSL |
FIELD (measurement) | FLOAT |
CPIMEDSL |
FIELD (measurement) | FLOAT |
CUSR0000SAC |
FIELD (measurement) | FLOAT |
CUSR0000SAD |
FIELD (measurement) | FLOAT |
CUSR0000SAS |
FIELD (measurement) | FLOAT |
CPIULFSL |
FIELD (measurement) | FLOAT |
CUSR0000SA0L2 |
FIELD (measurement) | FLOAT |
CUSR0000SA0L5 |
FIELD (measurement) | FLOAT |
PCEPI |
FIELD (measurement) | FLOAT |
DDURRG3M086SBEA |
FIELD (measurement) | FLOAT |
DNDGRG3M086SBEA |
FIELD (measurement) | FLOAT |
DSERRG3M086SBEA |
FIELD (measurement) | FLOAT |
CES0600000008 |
FIELD (measurement) | FLOAT |
CES2000000008 |
FIELD (measurement) | FLOAT |
CES3000000008 |
FIELD (measurement) | FLOAT |
UMCSENTx |
FIELD (measurement) | FLOAT |
DTCOLNVHFNM |
FIELD (measurement) | FLOAT |
DTCTHFNM |
FIELD (measurement) | FLOAT |
INVEST |
FIELD (measurement) | FLOAT |
VIXCLSx |
FIELD (measurement) | FLOAT |
Note: 1 original
idvalues contained invalid identifier characters and were normalized to valid device names, for example FRED-MD-2025-07→FRED_MD_2025_07.
Conversion Notes
- The source FEV format stores each time series as one nested row containing
id,timestamp[], and target or covariate arrays. - The TsFile conversion flattens those nested arrays into long rows. Therefore, the
TsFile rowsvalues above correspond to the number of timestamped observations after flattening. - TAG columns identify the device and static metadata. FIELD columns contain values that change over time.
- Large logical tables may be split into multiple
.tsfileshards such as<name>_1.tsfile,<name>_2.tsfile, and so on. Shards listed for the same frequency belong to the same logical table.
Reading Example
from tsfile import TsFileReader
reader = TsFileReader("fred_md_2025.tsfile")
schemas = reader.get_all_table_schemas()
# Table name(s): fred_md_2025
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