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Datasets:
VGalaxies666
/
fred_qd_2025

Tasks:
Time Series Forecasting
Sub-tasks:
univariate-time-series-forecasting
multivariate-time-series-forecasting
Size:
100K<n<1M
Tags:
time-series
forecasting
benchmark
fev
tsfile
apache-tsfile
License:
Dataset card Files
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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_qd_2025 (TsFile format)

This repository contains time-series forecasting data stored in Apache TsFile format.

Summary

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
1 266 65,170 245 0 fred_qd_2025.tsfile

Files

The Hugging Face dataset card YAML points configs.data_files to all *.tsfile files in this repository.

  • fred_qd_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 timestamp values are mapped to the TsFile Time column as millisecond timestamps.
  • Table name(s): fred_qd_2025.

Column Schema

Column Role TsFile type
Time Time column INT64
id TAG (device dimension) STRING
GDPC1 FIELD (measurement) FLOAT
PCECC96 FIELD (measurement) FLOAT
PCDGx FIELD (measurement) FLOAT
PCESVx FIELD (measurement) FLOAT
PCNDx FIELD (measurement) FLOAT
GPDIC1 FIELD (measurement) FLOAT
FPIx FIELD (measurement) FLOAT
Y033RC1Q027SBEAx FIELD (measurement) FLOAT
PNFIx FIELD (measurement) FLOAT
PRFIx FIELD (measurement) FLOAT
A014RE1Q156NBEA FIELD (measurement) FLOAT
GCEC1 FIELD (measurement) FLOAT
A823RL1Q225SBEA FIELD (measurement) FLOAT
FGRECPTx FIELD (measurement) FLOAT
SLCEx FIELD (measurement) FLOAT
EXPGSC1 FIELD (measurement) FLOAT
IMPGSC1 FIELD (measurement) FLOAT
DPIC96 FIELD (measurement) FLOAT
OUTNFB FIELD (measurement) FLOAT
OUTBS FIELD (measurement) FLOAT
OUTMS FIELD (measurement) FLOAT
INDPRO FIELD (measurement) FLOAT
IPFINAL FIELD (measurement) FLOAT
IPCONGD FIELD (measurement) FLOAT
IPMAT FIELD (measurement) FLOAT
IPDMAT FIELD (measurement) FLOAT
IPNMAT FIELD (measurement) FLOAT
IPDCONGD FIELD (measurement) FLOAT
IPB51110SQ FIELD (measurement) FLOAT
IPNCONGD FIELD (measurement) FLOAT
IPBUSEQ FIELD (measurement) FLOAT
IPB51220SQ FIELD (measurement) FLOAT
TCU FIELD (measurement) FLOAT
CUMFNS FIELD (measurement) FLOAT
PAYEMS FIELD (measurement) FLOAT
USPRIV FIELD (measurement) FLOAT
MANEMP FIELD (measurement) FLOAT
SRVPRD FIELD (measurement) FLOAT
USGOOD FIELD (measurement) FLOAT
DMANEMP FIELD (measurement) FLOAT
NDMANEMP FIELD (measurement) FLOAT
USCONS FIELD (measurement) FLOAT
USEHS FIELD (measurement) FLOAT
USFIRE FIELD (measurement) FLOAT
USINFO FIELD (measurement) FLOAT
USPBS FIELD (measurement) FLOAT
USLAH FIELD (measurement) FLOAT
USSERV FIELD (measurement) FLOAT
USMINE FIELD (measurement) FLOAT
USTPU FIELD (measurement) FLOAT
USGOVT FIELD (measurement) FLOAT
USTRADE FIELD (measurement) FLOAT
USWTRADE FIELD (measurement) FLOAT
CES9091000001 FIELD (measurement) FLOAT
CES9092000001 FIELD (measurement) FLOAT
CES9093000001 FIELD (measurement) FLOAT
CE16OV FIELD (measurement) FLOAT
CIVPART FIELD (measurement) FLOAT
UNRATE FIELD (measurement) FLOAT
UNRATESTx FIELD (measurement) FLOAT
UNRATELTx FIELD (measurement) FLOAT
LNS14000012 FIELD (measurement) FLOAT
LNS14000025 FIELD (measurement) FLOAT
LNS14000026 FIELD (measurement) FLOAT
UEMPLT5 FIELD (measurement) FLOAT
UEMP5TO14 FIELD (measurement) FLOAT
UEMP15T26 FIELD (measurement) FLOAT
UEMP27OV FIELD (measurement) FLOAT
LNS13023621 FIELD (measurement) FLOAT
LNS13023557 FIELD (measurement) FLOAT
LNS13023705 FIELD (measurement) FLOAT
LNS13023569 FIELD (measurement) FLOAT
LNS12032194 FIELD (measurement) FLOAT
HOABS FIELD (measurement) FLOAT
HOAMS FIELD (measurement) FLOAT
HOANBS FIELD (measurement) FLOAT
AWHMAN FIELD (measurement) FLOAT
AWHNONAG FIELD (measurement) FLOAT
AWOTMAN FIELD (measurement) FLOAT
HWIx FIELD (measurement) FLOAT
HOUST FIELD (measurement) FLOAT
HOUST5F FIELD (measurement) FLOAT
PERMIT FIELD (measurement) FLOAT
HOUSTMW FIELD (measurement) FLOAT
HOUSTNE FIELD (measurement) FLOAT
HOUSTS FIELD (measurement) FLOAT
HOUSTW FIELD (measurement) FLOAT
CMRMTSPLx FIELD (measurement) FLOAT
RSAFSx FIELD (measurement) FLOAT
AMDMNOx FIELD (measurement) FLOAT
ACOGNOx FIELD (measurement) FLOAT
AMDMUOx FIELD (measurement) FLOAT
ANDENOx FIELD (measurement) FLOAT
INVCQRMTSPL FIELD (measurement) FLOAT
PCECTPI FIELD (measurement) FLOAT
PCEPILFE FIELD (measurement) FLOAT
GDPCTPI FIELD (measurement) FLOAT
GPDICTPI FIELD (measurement) FLOAT
IPDBS FIELD (measurement) FLOAT
DGDSRG3Q086SBEA FIELD (measurement) FLOAT
DDURRG3Q086SBEA FIELD (measurement) FLOAT
DSERRG3Q086SBEA FIELD (measurement) FLOAT
DNDGRG3Q086SBEA FIELD (measurement) FLOAT
DHCERG3Q086SBEA FIELD (measurement) FLOAT
DMOTRG3Q086SBEA FIELD (measurement) FLOAT
DFDHRG3Q086SBEA FIELD (measurement) FLOAT
DREQRG3Q086SBEA FIELD (measurement) FLOAT
DODGRG3Q086SBEA FIELD (measurement) FLOAT
DFXARG3Q086SBEA FIELD (measurement) FLOAT
DCLORG3Q086SBEA FIELD (measurement) FLOAT
DGOERG3Q086SBEA FIELD (measurement) FLOAT
DONGRG3Q086SBEA FIELD (measurement) FLOAT
DHUTRG3Q086SBEA FIELD (measurement) FLOAT
DHLCRG3Q086SBEA FIELD (measurement) FLOAT
DTRSRG3Q086SBEA FIELD (measurement) FLOAT
DRCARG3Q086SBEA FIELD (measurement) FLOAT
DFSARG3Q086SBEA FIELD (measurement) FLOAT
DIFSRG3Q086SBEA FIELD (measurement) FLOAT
DOTSRG3Q086SBEA FIELD (measurement) FLOAT
CPIAUCSL FIELD (measurement) FLOAT
CPILFESL FIELD (measurement) FLOAT
WPSFD49207 FIELD (measurement) FLOAT
PPIACO FIELD (measurement) FLOAT
WPSFD49502 FIELD (measurement) FLOAT
WPSFD4111 FIELD (measurement) FLOAT
PPIIDC FIELD (measurement) FLOAT
WPSID61 FIELD (measurement) FLOAT
WPU0531 FIELD (measurement) FLOAT
WPU0561 FIELD (measurement) FLOAT
OILPRICEx FIELD (measurement) FLOAT
AHETPIx FIELD (measurement) FLOAT
CES2000000008x FIELD (measurement) FLOAT
CES3000000008x FIELD (measurement) FLOAT
COMPRMS FIELD (measurement) FLOAT
COMPRNFB FIELD (measurement) FLOAT
RCPHBS FIELD (measurement) FLOAT
OPHMFG FIELD (measurement) FLOAT
OPHNFB FIELD (measurement) FLOAT
OPHPBS FIELD (measurement) FLOAT
ULCBS FIELD (measurement) FLOAT
ULCMFG FIELD (measurement) FLOAT
ULCNFB FIELD (measurement) FLOAT
UNLPNBS FIELD (measurement) FLOAT
FEDFUNDS FIELD (measurement) FLOAT
TB3MS FIELD (measurement) FLOAT
TB6MS FIELD (measurement) FLOAT
GS1 FIELD (measurement) FLOAT
GS10 FIELD (measurement) FLOAT
MORTGAGE30US FIELD (measurement) FLOAT
AAA FIELD (measurement) FLOAT
BAA FIELD (measurement) FLOAT
BAA10YM FIELD (measurement) FLOAT
MORTG10YRx FIELD (measurement) FLOAT
TB6M3Mx FIELD (measurement) FLOAT
GS1TB3Mx FIELD (measurement) FLOAT
GS10TB3Mx FIELD (measurement) FLOAT
CPF3MTB3Mx FIELD (measurement) FLOAT
BOGMBASEREALx FIELD (measurement) FLOAT
M1REAL FIELD (measurement) FLOAT
M2REAL FIELD (measurement) FLOAT
BUSLOANSx FIELD (measurement) FLOAT
CONSUMERx FIELD (measurement) FLOAT
NONREVSLx FIELD (measurement) FLOAT
REALLNx FIELD (measurement) FLOAT
REVOLSLx FIELD (measurement) FLOAT
TOTALSLx FIELD (measurement) FLOAT
DRIWCIL FIELD (measurement) FLOAT
TABSHNOx FIELD (measurement) FLOAT
TLBSHNOx FIELD (measurement) FLOAT
LIABPIx FIELD (measurement) FLOAT
TNWBSHNOx FIELD (measurement) FLOAT
NWPIx FIELD (measurement) FLOAT
TARESAx FIELD (measurement) FLOAT
HNOREMQ027Sx FIELD (measurement) FLOAT
TFAABSHNOx FIELD (measurement) FLOAT
VIXCLSx FIELD (measurement) FLOAT
USSTHPI FIELD (measurement) FLOAT
SPCS10RSA FIELD (measurement) FLOAT
SPCS20RSA FIELD (measurement) FLOAT
TWEXAFEGSMTHx FIELD (measurement) FLOAT
EXUSEU FIELD (measurement) FLOAT
EXSZUSx FIELD (measurement) FLOAT
EXJPUSx FIELD (measurement) FLOAT
EXUSUKx FIELD (measurement) FLOAT
EXCAUSx FIELD (measurement) FLOAT
UMCSENTx FIELD (measurement) FLOAT
USEPUINDXM FIELD (measurement) FLOAT
B020RE1Q156NBEA FIELD (measurement) FLOAT
B021RE1Q156NBEA FIELD (measurement) FLOAT
GFDEGDQ188S FIELD (measurement) FLOAT
GFDEBTNx FIELD (measurement) FLOAT
IPMANSICS FIELD (measurement) FLOAT
IPB51222S FIELD (measurement) FLOAT
IPFUELS FIELD (measurement) FLOAT
UEMPMEAN FIELD (measurement) FLOAT
CES0600000007 FIELD (measurement) FLOAT
TOTRESNS FIELD (measurement) FLOAT
NONBORRES FIELD (measurement) FLOAT
GS5 FIELD (measurement) FLOAT
TB3SMFFM FIELD (measurement) FLOAT
T5YFFM FIELD (measurement) FLOAT
AAAFFM FIELD (measurement) FLOAT
WPSID62 FIELD (measurement) FLOAT
PPICMM 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
CES0600000008 FIELD (measurement) FLOAT
DTCOLNVHFNM FIELD (measurement) FLOAT
DTCTHFNM FIELD (measurement) FLOAT
INVEST FIELD (measurement) FLOAT
HWIURATIOx FIELD (measurement) FLOAT
CLAIMSx FIELD (measurement) FLOAT
BUSINVx FIELD (measurement) FLOAT
ISRATIOx FIELD (measurement) FLOAT
CONSPIx FIELD (measurement) FLOAT
CP3M FIELD (measurement) FLOAT
COMPAPFF FIELD (measurement) FLOAT
PERMITNE FIELD (measurement) FLOAT
PERMITMW FIELD (measurement) FLOAT
PERMITS FIELD (measurement) FLOAT
PERMITW FIELD (measurement) FLOAT
NIKKEI225 FIELD (measurement) FLOAT
NASDAQCOM FIELD (measurement) FLOAT
CUSR0000SEHC FIELD (measurement) FLOAT
TLBSNNCBx FIELD (measurement) FLOAT
TLBSNNCBBDIx FIELD (measurement) FLOAT
TTAABSNNCBx FIELD (measurement) FLOAT
TNWMVBSNNCBx FIELD (measurement) FLOAT
TNWMVBSNNCBBDIx FIELD (measurement) FLOAT
TLBSNNBx FIELD (measurement) FLOAT
TLBSNNBBDIx FIELD (measurement) FLOAT
TABSNNBx FIELD (measurement) FLOAT
TNWBSNNBx FIELD (measurement) FLOAT
TNWBSNNBBDIx FIELD (measurement) FLOAT
CNCFx FIELD (measurement) FLOAT
S_P_500 FIELD (measurement) FLOAT
S_P_div_yield FIELD (measurement) FLOAT
S_P_PE_ratio FIELD (measurement) FLOAT

Note: 1 original id values contained invalid identifier characters and were normalized to valid device names, for example FRED-QD-2025-07→FRED_QD_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 rows values 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 .tsfile shards 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_qd_2025.tsfile")
schemas = reader.get_all_table_schemas()
# Table name(s): fred_qd_2025
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