ts-arena
Datasets
All datasets matching “ts-arena”TS-Arena-Archive
TS-Arena Archive
This dataset contains historical time-series data from the TS-Arena. It is provided for offline model evaluation and backtesting. Additional domains (such as urban mobility) and regions will be added as they become available on the TS-Arena platform.
Evaluation Rules
Researchers using this data must follow these guidelines:
Self-Reported Status: It must be clearly stated in any publication that results are based on self-obtained evaluation using… See the full description on the dataset page: https://huggingface.co/datasets/DAG-UPB/TS-Arena-Archive.exchange_rate
Exchange Rate Dataset
Part of the TS Arena benchmarking suite for time-series foundation models.
Description
Daily exchange rates of 8 countries (1990-2016)
Statistics
Total samples: 7588
Features: 8
Train samples: 5311
Validation samples: 759
Test samples: 1518
Frequency: 1 day
Preprocessing
Standard normalization (zero mean, unit variance)
Scaler fitted on training data only
Train/Val/Test split: 70%/10%/20%
Usage
from datasets… See the full description on the dataset page: https://huggingface.co/datasets/ts-arena/exchange_rate.weather
Weather Dataset
Part of the TS Arena benchmarking suite for time-series foundation models.
Description
Max Planck Institute Weather Station - 2020
Statistics
Total samples: 52696
Features: 21
Train samples: 36887
Validation samples: 5269
Test samples: 10540
Frequency: 10 minutes
Preprocessing
Standard normalization (zero mean, unit variance)
Scaler fitted on training data only
Train/Val/Test split: 70%/10%/20%
Usage
from datasets… See the full description on the dataset page: https://huggingface.co/datasets/ts-arena/weather.electricity
electricity
Time series dataset: electricity
Dataset Summary
Property
Value
Frequency
1H
Validation samples
1
Train samples
1
Test samples
1
Supported Tasks
Time series forecasting
Anomaly detection
Classification (if applicable)
Languages
N/A (numerical data)
Dataset Structure
Data Instances
{
"item_id": "example_series_0",
"start": "2020-01-01T00:00:00",
"target": [1.0, 2.0, 3.0, ...]… See the full description on the dataset page: https://huggingface.co/datasets/ts-arena/electricity.traffic
Traffic Dataset
Part of the TS Arena benchmarking suite for time-series foundation models.
Description
Road occupancy rates from 862 sensors in San Francisco Bay Area
Statistics
Total samples: 17544
Features: 862
Train samples: 12280
Validation samples: 1755
Test samples: 3509
Frequency: 1 hour
Preprocessing
Standard normalization (zero mean, unit variance)
Scaler fitted on training data only
Train/Val/Test split: 70%/10%/20%
Usage… See the full description on the dataset page: https://huggingface.co/datasets/ts-arena/traffic.illness
Illness Dataset
Part of the TS Arena benchmarking suite for time-series foundation models.
Description
Influenza-like Illness weekly from CDC
Statistics
Total samples: 966
Features: 7
Train samples: 676
Validation samples: 96
Test samples: 194
Frequency: 1 week
Preprocessing
Standard normalization (zero mean, unit variance)
Scaler fitted on training data only
Train/Val/Test split: 70%/10%/20%
Usage
from datasets import load_dataset
#… See the full description on the dataset page: https://huggingface.co/datasets/ts-arena/illness.