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Time Series Forecasting datasets

archive 2025-07-28

46 datasets carry the task tag "Time Series Forecasting" (the task itself: Time Series Forecasting), ordered by the archive's paper count. Page 1 of 1: 46 shown of 46. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Time Series Forecasting datasets 1–46 of 46

ETT (Electricity Transformer Temperature)

The Electricity Transformer Temperature (ETT) is a crucial indicator in the electric power long-term deployment.

Time series Time Series Forecasting Multivariate Time Series Forecasting Time Series GLinear Univariate Time Series Forecasting Multivariate Time Series Forecastingm

321 papers · 20 benchmarks

Exchange (Exchange Rate Multivariate)

Daily exchange rates of eight countries’ currencies against the US dollar, spanning from 1990 to 2010 with 7588 timesteps in total.

Time series Time Series Forecasting

192 papers · 0 benchmarks

The M4 dataset is a collection of 100,000 time series used for the fourth edition of the Makridakis forecasting Competition.

Time series Time Series Forecasting Meta-Learning

110 papers · 0 benchmarks

PeMSD8

This dataset contains the traffic data in San Bernardino from July to August in 2016, with 170 detectors on 8 roads with a time interval of 5 minutes.

Time series Time Series Forecasting Multivariate Time Series Forecasting Traffic Prediction Correlated Time Series Forecasting

44 papers · 1 benchmark

PeMS04

PeMS04 is a traffic forecasting benchmark.

Time series Time Series Forecasting Multivariate Time Series Forecasting Traffic Prediction Fine-Grained Urban Flow Inference Correlated Time Series Forecasting

37 papers · 2 benchmarks

METR-LA

METR-LA is a dataset for traffic prediction.

Time series Time Series Forecasting Multivariate Time Series Forecasting Traffic Prediction Multivariate Time Series Imputation Correlated Time Series Forecasting

36 papers · 3 benchmarks

PEMS-BAY

PEMS-BAY is a dataset for traffic prediction.

Time series Time Series Forecasting Multivariate Time Series Forecasting Traffic Prediction Correlated Time Series Forecasting

34 papers · 2 benchmarks

Weather (Max-Planck-Institut Weather Dataset for Long-term Time Series Forecasting)

Weather is recorded every 10 minutes for the 2020 whole year, which contains 21 meteorological indicators, such as air temperature, humidity, etc.

Time Series Forecasting Multivariate Time Series Forecasting Time Series GLinear

31 papers · 9 benchmarks

Appliances Energy (Appliances Energy Prediction)

This dataset details the energy consumption of appliances in a low-energy building over 4.5 months.

Time series Time Series Forecasting Time Series Regression

27 papers · 0 benchmarks

PeMSD7

PeMSD7 is traffic data in District 7 of California consisting of the traffic speed of 228 sensors while the period is from May to June in 2012 (only weekdays) with a time interval of 5 minutes.

Time series Time Series Forecasting Multivariate Time Series Forecasting Traffic Prediction Correlated Time Series Forecasting

26 papers · 2 benchmarks

PeMS07

PeMS07 is a traffic forecasting benchmark.

Time series Time Series Forecasting Multivariate Time Series Forecasting Traffic Prediction Correlated Time Series Forecasting

25 papers · 1 benchmark

ETTh1 (96) (ETT (Electricity Transformer Temperature))

The Electricity Transformer Temperature (ETT) is a crucial indicator in the electric power long-term deployment.

Time Series Forecasting GLinear

22 papers · 2 benchmarks

Electricity Consuming Load (UCI Electricity Consuming Load)

This data set contains electricity consumption of 370 points/clients.

Time Series Forecasting GLinear

15 papers · 7 benchmarks

EarthNet2021 (EarthNet2021: Earth Surface Forecasting)

Satellite images are snapshots of the Earth surface.

Time Series Forecasting Multivariate Time Series Forecasting Video Prediction Earth Surface Forecasting Time Series Prediction Video Forensics

10 papers · 4 benchmarks

Weather2K

A multivariate spatio-temporal benchmark dataset for meteorological forecasting based on real-time observation data from ground weather stations.

Environment Time series Time Series Forecasting Weather Forecasting Spatio-Temporal Forecasting

7 papers · 16 benchmarks

UTSD (Unified Time Series Dataset)

Unified Time Series Dataset (UTSD) includes 7 domains with up to 1 billion time points with hierarchical capacities to facilitate research of large models in the field of time series.

Time series Anomaly Detection Time Series Forecasting Imputation

6 papers · 0 benchmarks

Lorenz Dataset

The Lorenz dataset contains 100000 time-series with length 24.

Time series Time Series Forecasting Probabilistic Time Series Forecasting

4 papers · 1 benchmark

Monash

Time Series Forecasting Repository containing datasets of related time series for global forecasting.

Time series Time Series Forecasting

4 papers · 0 benchmarks

The tourism forecasting competition

> The data we use include 366 monthly series, 427 quarterly series and 518 yearly series.

Time series Time Series Forecasting

4 papers · 0 benchmarks

VISUELLE2.0

Visuelle 2.0 is a dataset containing real data for 5355 clothing products of the retail fast-fashion Italian company, Nuna Lie.

Images Texts Time series Time Series Forecasting New Product Sales Forecasting Product Recommendation Short-observation new product sales forecasting Popularity Forecasting

4 papers · 2 benchmarks

Air Quality Index (Air Quality Index prediction probelm)

The AQI dataset is collected from 12 observing stations around Beijing from year 2013 to 2017.

Time Series Forecasting Time Series Prediction

3 papers · 0 benchmarks

ExtMarker (3D motion of chest external markers)

Three-dimensional position of external markers placed on the chest and abdomen of healthy individuals breathing during intervals from 73s to 222s.

Medical Time series Time Series Forecasting Multivariate Time Series Forecasting Univariate Time Series Forecasting Time Series Prediction Respiratory motion forecasting

3 papers · 1 benchmark

Extreme Events > Natural Disasters > Hurricane (Tourism > Finance > Sales Revenue)

A new spatio-temporal benchmark dataset (Hurricane), is suited for forecasting during extreme events and anomalies.

Tabular Time series Time Series Analysis Time Series Forecasting Weather Forecasting Univariate Time Series Forecasting Time Series Prediction Hurricane Forecasting+1 tasks

3 papers · 1 benchmark

StockEmotions

This repository contains a financial-domain-focused dataset for financial sentiment/emotion classification and stock market time series prediction.

Texts Time series Time Series Forecasting Emotion Classification Sentiment Classification

3 papers · 0 benchmarks

SupplyGraph (SupplyGraph: A Benchmark Dataset for Supply Chain Planning using Graph Neural Networks)

Graph Neural Networks (GNNs) have gained traction across different domains such as transportation, bio-informatics, language processing, and computer vision.

Graphs Tabular Time series Financial Classification Anomaly Detection Time Series Forecasting Graph Regression Relation Classification Heterogeneous Node Classification+3 tasks

3 papers · 0 benchmarks

AgeGroup Transactions MTPP (Marked Temporal Point Processes on financial transactions data)

The dataset contains historical financial transactions, including time, category and cost fields.

Tabular Time series Time Series Forecasting Point Processes

2 papers · 1 benchmark

Amazon MTPP (Marked Temporal Point Processes on Amazon data)

The dataset includes time-stamped user product reviews behavior from January, 2008 to October, 2018.

Tabular Time series Time Series Forecasting Point Processes

2 papers · 1 benchmark

Consumer Spendings (Finance > US Economy > Consumer Spendings)

State-level data for the US economy through the lens of consumer spending (Credit/Debit Spending) .

Time series Time Series Analysis Time Series Forecasting Time Series Classification Time Series Anomaly Detection

2 papers · 1 benchmark

Hotel (Hospitality > Tourism > Hotel Demand/Sales)

The dataset contains the hotel demand and revenue of 8 major tourist destinations in the US (e.g., Los Angeles, Orlando ...).

Tabular Time series Time Series Analysis Time Series Forecasting Feature Importance Time Series Prediction Probabilistic Deep Learning feature selection

2 papers · 0 benchmarks

Multivariate-Mobility-Paris

The original dataset was provided by Orange telecom in France, which contains anonymized and aggregated human mobility data.

Tabular Tables Time Series Forecasting Multivariate Time Series Forecasting Univariate Time Series Forecasting

2 papers · 0 benchmarks

StackOverflow MTPP (Marked Temporal Point Processes on StackOverflow data)

The dataset has two years of user awards on a question-answering website: each user received a sequence of badges and there are 22 different kinds of badges in total.

Tabular Time series Time Series Forecasting Point Processes

2 papers · 1 benchmark

edeniss2020 (EDEN ISS 2020 Telemetry Dataset)

Overview The edeniss2020 dataset is a time series dataset.

Time series Anomaly Detection Time Series Analysis Time Series Forecasting Time Series Time Series Anomaly Detection Anomaly Classification+2 tasks

2 papers · 0 benchmarks

A probabilistic forecast methodology for volatile electricity prices in the Australian National Electricity Market

Dataset for A probabilistic forecast methodology for volatile electricity prices in the Australian National Electricity Market

Time Series Forecasting

1 paper · 0 benchmarks

BOOM (Benchmark of Observability Metrics)

BOOM (Benchmark of Observability Metrics) is a large-scale, real-world time series dataset designed for evaluating models on forecasting tasks in complex observability environments.

Time series Time Series Forecasting

1 paper · 0 benchmarks

BTS (Building Timeseries Dataset: Empowering Large-Scale Building Analytics)

The Building TimeSeries (BTS) dataset covers three buildings over a three-year period, comprising more than ten thousand timeseries data points with hundreds of unique ontologies.

Graphs Time series Classification Time Series Forecasting

1 paper · 0 benchmarks

Beijing Traffic

The Beijing Traffic Dataset collects traffic speeds at 5-minute granularity for 3126 roadway segments in Beijing between 2022/05/12 and 2022/07/25.

Time series Time Series Forecasting Multivariate Time Series Forecasting Traffic Prediction Time Series Prediction Spatio-Temporal Forecasting

1 paper · 1 benchmark

Box-Jenkins (Box-Jenkins Gas Furnace Problem)

Box-Jenkins gas furnace, a well-known time series forecasting problem

Time Series Forecasting Time Series Prediction

1 paper · 0 benchmarks

Korea Composite Stock Price Index

The data contains the following attributes for Korea Stock Price Index (KOSPI) for January 2000–December 2016: 1.

Time Series Forecasting

1 paper · 1 benchmark

MLO-Cn2 (Mauna Loa Seeing Study)

The Mauna Loa Seeing Study was performed by the EOL/Integrated Surface Flux System team, capturing surface meteorology and flux products at the Mauna Loa Observatory in Hawaii.

Time series Time Series Forecasting Time Series Regression

1 paper · 2 benchmarks

Narvik Road Dataset (DIT4BEARs Smart Road Dataset)

DIT4BEARs Internship Project (at UiT-The Arctic University of Norway) Dataset The dataset contains data of 5 months including weather conditions, friction coefficient, distance traveled, wind speed, surface temperature, air temperature,…

Texts Time Series Forecasting Weather Forecasting

1 paper · 0 benchmarks

Regional AQ Datasets

The primary environmental health threat in the WHO European Region is air pollution, impacting the daily health and well-being of its citizens significantly.

Time series Time Series Forecasting regression

1 paper · 0 benchmarks

USNA-Cn2 (long-term) (Unites States Naval Academy Long-term Scintillation Study)

The USNA long-term scintillation study is a continuing effort to characterize and measure optical turbulence in the near-maritime boundary layer.

Time series Time Series Forecasting Time Series Regression

1 paper · 1 benchmark

USNA-Cn2 (short-duration) (Unites States Naval Academy Short-duration Optical Turbulence Dataset)

The USNA long-term scintillation study is a continuing effort to characterize and measure optical turbulence in the near-maritime boundary layer.

Time series Time Series Forecasting Time Series Regression

1 paper · 2 benchmarks

Beam-Level (5G) Time-Series Dataset

This dataset presents a novel, multi-variate time series specifically designed for advancing research in spatio-temporal forecasting.

Time series Time Series Forecasting

0 papers · 0 benchmarks

Monopedal Gaits (Periodic Trajectories of a Passive One-Legged Hopper)

The dataset comprises time-series data capturing distinct periodic motions (gaits) of an energetically conservative one-legged hopper.

Time Series Forecasting Time Series Time Series Generation

0 papers · 0 benchmarks

PJM(AEP)

PJM Hourly Energy Consumption Data PJM Interconnection LLC (PJM) is a regional transmission organization (RTO) in the United States.

Time series Time Series Forecasting Load Forecasting Data Summarization Data Visualization

0 papers · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.

Time Series Forecasting datasets

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

Time Series Forecasting datasets 1–46 of 46