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Time Series Analysis datasets

archive 2025-07-28

25 datasets carry the task tag "Time Series Analysis" (the task itself: Time Series Analysis), ordered by the archive's paper count. Page 1 of 1: 25 shown of 25. 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 Analysis datasets 1–25 of 25

Speech Commands

Speech Commands is an audio dataset of spoken words designed to help train and evaluate keyword spotting systems .

Audio Speech Speech Recognition Time Series Analysis Audio Classification Federated Learning Keyword Spotting

392 papers · 4 benchmarks

Electricity (Individual household electric power consumption Data Set)

Abstract: Measurements of electric power consumption in one household with a one-minute sampling rate over a period of almost 4 years.

Time series Time Series Analysis Multivariate Time Series Forecasting GLinear Core set discovery Multivariate Time Series Imputation Correlated Time Series Forecasting+1 tasks

32 papers · 6 benchmarks

PhysioNet Challenge 2012

The PhysioNet Challenge 2012 dataset is publicly available and contains the de-identified records of 8000 patients in Intensive Care Units (ICU).

Images Medical Time Series Analysis Time Series Classification Multivariate Time Series Forecasting Imputation Multivariate Time Series Imputation

23 papers · 5 benchmarks

EigenWorms

Caenorhabditis elegans is a roundworm commonly used as a model organism in the study of genetics.

Time Series Analysis Time Series Classification

21 papers · 1 benchmark

SMD (Server Machine Dataset)

a dataset of time-series anomaly detection

Anomaly Detection Time Series Analysis Unsupervised Anomaly Detection Time Series Anomaly Detection

10 papers · 3 benchmarks

TSSB (Time Series Segmentation Benchmark)

The time series segmentation benchmark (TSSB) currently contains 75 annotated time series (TS) with 1-9 segments.

Time series Semantic Segmentation Time Series Analysis Change Point Detection

9 papers · 1 benchmark

Alibaba Cluster Trace

Alibaba Cluster Trace captures detailed statistics for the co-located workloads of long-running and batch jobs over a course of 24 hours.

Time Series Analysis 2D Human Pose Estimation

8 papers · 1 benchmark

Solar-Power (Solar Power Data for Integration Studies (Alabama))

Solar Power Data for Integration Studies NREL's Solar Power Data for Integration Studies are synthetic solar photovoltaic (PV) power plant data points for the United States representing the year 2006.

Time series Time Series Analysis Correlated Time Series Forecasting Univariate Time Series Forecasting

4 papers · 2 benchmarks

eSports Sensors Dataset

The eSports Sensors dataset contains sensor data collected from 10 players in 22 matches in League of Legends.

Biomedical Tabular Environment Time series 6D Replay data Actions Tracking EEG Time Series Analysis Person Re-Identification Real-Time Strategy Games Skills Assessment Skills Evaluation Sensor Modeling+1 tasks

4 papers · 2 benchmarks

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

Paderbone University Bearing Fault Benckmark

This paper presents a benchmark data set for condition monitoring of rolling bearings in combination with an extensive description of the corresponding bearing damage, the data set generation by experiments and results of datadriven…

Time series Time Series Analysis Time Series Anomaly Detection Fault Detection Fault localization

3 papers · 0 benchmarks

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

Unbalance Classification Using Vibration Data (Vibration Measurements on a Rotating Shaft at Different Unbalance Strengths)

This dataset contains vibration data recorded on a rotating drive train.

Time series Time Series Analysis Fault Detection

2 papers · 0 benchmarks

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 Simulated 4-DOF Ship Motion Dataset for System Identification under Environmental Disturbances

This dataset contains data of 125 1-hour simulations of ship motion during various sea states performing random maneuvers in 4 degrees of freedom (surge-sway-yaw-roll).

Time series Time Series Analysis Physical Simulations

1 paper · 0 benchmarks

ESA-AD (European Space Agency Dataset for Anomaly Detection in Satellite Telemetry)

ESA Anomaly Dataset is the first large-scale, real-life satellite telemetry dataset with curated anomaly annotations originated from three ESA missions.

Time series Anomaly Detection Time Series Analysis

1 paper · 0 benchmarks

FedTADBench

FedTADBench is a federated time series anomaly detection benchmark.

Time series Anomaly Detection Time Series Analysis Federated Learning Time Series Anomaly Detection

1 paper · 0 benchmarks

HASCD (Human Activity Segmentation Challenge Dataset)

HASCD (Human Activity Segmentation Challenge Dataset) contains 250 annotated multivariate time series capturing 10.7 h of real-world human motion smartphone sensor data from 15 bachelor computer science students.

Time series Semantic Segmentation Activity Recognition Time Series Analysis Time Series Human Activity Recognition Change Point Detection

1 paper · 0 benchmarks

MODIS AOD (imputed) (Pre-processed MODIS AOD and ERA5 data (2003-2022) for North Africa)

Structured atmospheric data for AI/ML Long-term, pre-processed, atmospheric datasets for use in Machine Learning/AI based forecasting.

3D Environment Time series Physics Time Series Analysis Activity Prediction Parameter Prediction

1 paper · 0 benchmarks

MOSAD (Mobile Sensing Human Activity Data Set)

MOSAD (Mobile Sensing Human Activity Data Set) is a multi-modal, annotated time series (TS) data set that contains 14 recordings of 9 triaxial smartphone sensor measurements (126 TS) from 6 human subjects performing (in part) 3 motion…

Time series Semantic Segmentation Activity Recognition Time Series Analysis Time Series Human Activity Recognition Change Point Detection+1 tasks

1 paper · 0 benchmarks

MultiSenseBadminton (MultiSenseBadminton: Wearable Sensor–Based Biomechanical Dataset for Evaluation of Badminton Performance)

The sports industry is witnessing an increasing trend of utilizing multiple synchronized sensors for player data collection, enabling personalized training systems with multi-perspective real-time feedback.

Time series RGB Video Time Series Analysis Time Series motion retargeting Sports Analytics Sports Understanding

1 paper · 0 benchmarks

Santa Clara Reservoir Levels

Click to add a brief description of the dataset (Markdown and LaTeX enabled).

Time series Time Series Analysis Irregular Time Series

1 paper · 0 benchmarks

Sen4AgriNet (A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning)

A Sentinel-2 based time series multi country benchmark dataset, tailored for agricultural monitoring applications with Machine and Deep Learning.

Images Semantic Segmentation Time Series Analysis Crop Classification

1 paper · 0 benchmarks

pm2.5 dataset

pm2.5 time series data

Time Series Analysis

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 Analysis 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 Analysis datasets 1–25 of 25