What are Time Series Forecasting datasets used for?

Time Series Forecasting datasets are collections of labelled or raw data used to train, fine-tune, and evaluate models on the time series forecasting task. This page lists 32 such datasets, each linking to its source and paper.

Which Time Series Forecasting dataset is best for benchmarking?

1 of these Time Series Forecasting datasets are tracked as benchmarks, including ibm-research/AssetOpsBench. See the Benchmarks section for model leaderboards.

How many Time Series Forecasting datasets are there?

We catalog 32 Time Series Forecasting datasets in one searchable directory.

Time Series Forecasting Datasets

There are 32 time series forecasting datasets in our directory, 1 of which are benchmarks. Each links to its source, paper, and download — browse the full list below or filter by language.

Time Series Forecasting is the task of predicting future values from historical sequential data. We catalog 32 datasets for it.

autogluon/chronos_datasetsTime Series ForecastingEnglish
autogluon/fev_datasetsTime Series ForecastingEnglish
AutonLab/Timeseries-PILETime Series ForecastingEnglish
ccmusic-database/song_structureTime Series ForecastingEN
Datadog/BOOMTime Series ForecastingEnglish
DeepAuto-AI/MacroLensTime Series Forecasting, Tabular Regression, Text Generation, Question AnsweringEN
deepguess/wrf-250m-severe-weatherOther, Time Series ForecastingEnglish
Flori83/TroveLedgerTime Series Forecasting, Tabular RegressionEN
hulaba/ditec-wdnGraph Ml, Time Series ForecastingEN
ibm-research/AssetOpsBenchQuestion Answering, Time Series ForecastingENBenchmark
johnsmith414718/crypto-market-datasetsTime Series Forecasting, OtherEN
julien-c/caliceoTime Series ForecastingEnglish
lanasx3/crypto-market-datasetsTime Series Forecasting, OtherEN
liamsbhoo/GiftEvalPretrainTime Series ForecastingEnglish
lucky-100/GiftEvalPretrainTime Series ForecastingEnglish
Maple728/Time-300BTime Series ForecastingEnglish
MeiBo002114/FIP1Time Series Forecasting, Feature Extraction, Tabular RegressionEnglish
meteolibre-dev/global_sat_metarImage To Image, Tabular Regression, Time Series ForecastingEnglish
Monash-University/monash_tsfTime Series ForecastingEnglish
octavius0612/TroveLedgerTime Series Forecasting, Tabular RegressionEN
openclimatefix/met-office-uk-deterministic-solarTime Series ForecastingEnglish
phanerozoic/hi-21cm-surveyTime Series ForecastingEnglish
polymathic-ai/acoustic_scattering_inclusionsTime Series Forecasting, OtherEN
polymathic-ai/shear_flowTime Series Forecasting, OtherEN
ronantakizawa/github-top-developersText Classification, Time Series Forecasting, Text RetrievalEN
rugds/ditec-wdnGraph Ml, Time Series ForecastingEN
Salesforce/GiftEvalPretrainTime Series ForecastingEnglish
theforecastingcompany/GiftEvalPretrainTime Series ForecastingEnglish
thuml/Time-Series-LibraryTime Series ForecastingEN
thuml/UTSDTime Series ForecastingEnglish
tradecatlabs/binance-futures-ohlcv-2018-2026Time Series ForecastingEN, ZH
Traders-Lab/TroveLedgerTime Series Forecasting, Tabular RegressionEN

What languages do time series forecasting datasets cover?

English datasets (17)EN datasets (15)ZH datasets (1)

Explore other dataset tasks

General NLP(2546)Text Generation(723)Question Answering(528)Text Classification(228)Text Corpora(199)Image To Text(180)Visual Question Answering(130)Robotics(125)Image Classification(117)Text To Image(103)Summarization(98)Automatic Speech Recognition(93)

What languages do time series forecasting datasets cover?

Explore other dataset tasks

Frequently asked questions

What are Time Series Forecasting datasets used for?

Which Time Series Forecasting dataset is best for benchmarking?

How many Time Series Forecasting datasets are there?