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Time Series Prediction datasets

archive 2025-07-28

12 datasets carry the task tag "Time Series Prediction" (the task itself: Time Series Prediction), ordered by the archive's paper count. Page 1 of 1: 12 shown of 12. 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 Prediction datasets 1–12 of 12

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

STREETS

A novel traffic flow dataset from publicly available web cameras in the suburbs of Chicago, IL.

Time Series Prediction Graph Generation

4 papers · 0 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

Data Collected with Package Delivery Quadcopter Drone

This experiment was performed in order to empirically measure the energy use of small, electric Unmanned Aerial Vehicles (UAVs).

Tabular Time series Multivariate Time Series Forecasting Time Series Prediction Model extraction

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

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

EEG Eye State

All data is from one continuous EEG measurement with the Emotiv EEG Neuroheadset.

Time series Time Series Classification Time Series Prediction

1 paper · 0 benchmarks

NBA player performance prediction dataset

The dataset covers the 2022-23 NBA regular season (2022-10-18 to 2023-01-20) which contains 691 games in 92 game days.

Time Series Prediction Graph Learning Graph Mining Graph Reconstruction Graph Attention

1 paper · 0 benchmarks

TSFM-ScalingLaws-Dataset

TSFM-ScalingLaws-Dataset This is the dataset for the paper Towards Neural Scaling Laws for Time Series Foundation Models.

Time series Time Series Prediction

1 paper · 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 Prediction 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 Prediction datasets 1–12 of 12