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Time series datasets

archive 2025-07-28

294 datasets carry the modality tag "Time series", ordered by the archive's paper count. Page 3 of 7: 48 shown of 294. 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 datasets 97–144 of 294

PEMS-BAY Point Missing

The original dataset from Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting contains 6 months of traffic readings from 01/01/2017 to 05/31/2017 collected every 5 minutes by 325 traffic sensors in San…

Time series Imputation Multivariate Time Series Imputation Traffic Data Imputation

3 papers · 1 benchmark

PWDB (Pulse Wave Database)

Overview This database of simulated arterial pulse waves is designed to be representative of a sample of pulse waves measured from healthy adults.

Biology Biomedical Medical Time series

3 papers · 0 benchmarks

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

Retweet MTPP (Marked Temporal Point Processes on Retweet data)

This dataset contains time-stamped user retweet event sequences.

Tabular Time series Point Processes

3 papers · 1 benchmark

SKAB (Skoltech Anomaly Benchmark)

SKAB is designed for evaluating algorithms for anomaly detection.

Time series Tables Anomaly Detection Outlier Detection Change Point Detection

3 papers · 2 benchmarks

Spectrum Challange 2 Dataset

The dataset is approved for public release, distribution unlimited.

Time series

3 papers · 0 benchmarks

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

TrajAir: A General Aviation Trajectory Dataset

This dataset contains aircraft trajectories in an untowered terminal airspace collected over 8 months surrounding the Pittsburgh-Butler Regional Airport [ICAO:KBTP], a single runway GA airport, 10 miles North of the city of Pittsburgh,…

Tabular Time series Trajectory Prediction Multi-future Trajectory Prediction Trajectory Forecasting Multi Future Trajectory Prediction

3 papers · 1 benchmark

ATMs fault prediction

The collected dataset consists of multivariate time series (MTS) data belonging to several ATMs banking along with the annotations that the operators did when they performed a maintenance task on any of the machines.

Tabular Time series Time Series Classification Time Series Anomaly Detection

2 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

BASEPROD (The Bardenas Semi-Desert Planetary Rover Dataset)

BASEPROD provides comprehensive rover sensor data collected over a 1.7 km traverse, accompanied by high-resolution 2D and 3D drone maps of the terrain.

Images 3D Point cloud Tabular Environment Time series RGB-D Stereo Pose Estimation Visual Odometry Visual Navigation Robot Navigation Simultaneous Localization and Mapping

2 papers · 0 benchmarks

Berlin V2X

The Berlin V2X dataset offers high-resolution GPS-located wireless measurements across diverse urban environments in the city of Berlin for both cellular and sidelink radio access technologies, acquired with up to 4 cars over 3 days.

Tabular Time series Intelligent Communication Connectivity Estimation

2 papers · 0 benchmarks

CaFFe (CAlving Fronts and where to Find thEm)

The temporal variability in calving front positions of marine-terminating glaciers permits inference on the frontal ablation.

Images Environment Time series 2D Semantic Segmentation Boundary Detection Calving Front Delineation In Synthetic Aperture Radar Imagery Calving Front Delineation In Synthetic Aperture Radar Imagery With Fixed Training Amount

2 papers · 2 benchmarks

Chest wall lung sound dataset

Annotated audio files (separate combined annotation file) of lung sounds as recorded from various vantage points of the chest wall.

Audio Medical Time series Audio Classification Lung Sound Classification Asthmatic Lung Sound Classification Lung Disease Classification

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

DTGB (Dynamic Text-attributed Graph Benchmark)

We introduce Dynamic Text-attributed Graph Benchmark (DTGB), a collection of large-scale, time-evolving graphs from diverse domains, with nodes and edges enriched by dynamically changing text attributes and categories.

Texts Graphs Time series Text Generation Link Prediction Retrieval Edge Classification

2 papers · 0 benchmarks

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

Digital twin-supported deep learning for fault diagnosis

This is a dataset used to test deep learning-supported deep learning for fault diagnosis: - A digital twin model for a robot.

Time series Classification Domain Adaptation Transfer Learning Fault Diagnosis

2 papers · 1 benchmark

Fusion-DHL

Fusion-DHL is a multimodal sensor dataset with ground-truth positions.

Time series Indoor Localization

2 papers · 0 benchmarks

HCP Aging (Lifespan Human Connectome Project Aging)

Lifespan HCP Release 2.0 includes cross-sectional visit 1 (V1) preprocessed structural and functional imaging data, unprocessed V1 imaging data for all included modalities (structural, high-res hippocampal T2, resting state fMRI, task…

Images 3D Medical Time series Classification Graph Classification

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

IMS Bearing Dataset

Bearing acceleration data from three run-to-failure experiments on a loaded shaft.

Time series Anomaly Detection Remaining Useful Lifetime Estimation Fault Detection

2 papers · 0 benchmarks

Large-scale Ridesharing DARP Instances Based on Real Travel Demand

This dataset presents a set of large-scale ridesharing Dial-a-Ride Problem (DARP) instances.

Graphs Tabular Time series Tables

2 papers · 0 benchmarks

MIMIC PERform Testing Dataset

The MIMIC PERform Testing dataset contains the following physiological signals recorded from 200 critically-ill patients during routine clinical care: - electrocardiogram (ECG) - photoplethysmogram (PPG) - impedance pneumography (imp),…

Biomedical Medical Time series Electrocardiography (ECG)Photoplethysmography (PPG)Photoplethysmography (PPG) heart rate estimation Photoplethysmography (PPG) beat detection

2 papers · 2 benchmarks

MMAC Captions

We provide a dataset called MMAC Captions for sensor-augmented egocentric-video captioning.

Videos Time series Video Captioning

2 papers · 0 benchmarks

MTHS

the MTHS dataset contains 30Hz PPG signals obtained from 62 patients, including 35 men and 27 women.

Biomedical Time series Photoplethysmography (PPG)Heart rate estimation SpO2 estimation

2 papers · 2 benchmarks

Multidimensional Texture Perception (Multidimensional Textural Perception and Classification Through Whisker)

Texture-based studies and designs have been in focus recently.

Time series Texture Classification

2 papers · 0 benchmarks

Norwegian Endurance Athlete ECG Database

Abstract The Norwegian Endurance Athlete ECG Database contains 12-lead ECG recordings from 28 elite athletes from various sports in Norway.

Biomedical Medical Time series

2 papers · 0 benchmarks

PPG Dalia (PPG Field Study Dataset)

PPG-DaLiA is a publicly available dataset for PPG-based heart rate estimation.

Time series Time Series Regression

2 papers · 0 benchmarks

PS-Plant dataset

Automated leaf segmentation is a challenging area in computer vision.

Images 3D Time series

2 papers · 0 benchmarks

RAE (Rainforest Automation Energy)

The Rainforest Automation Energy (RAE) dataset was create to help smart grid researchers test their algorithms which make use of smart meter data.

Time series

2 papers · 0 benchmarks

RSDD-Time

RSDD-Time is a dataset of 598 manually annotated self-reported depression diagnosis posts from Reddit that include temporal information about the diagnosis.

Medical Time series Text Classification

2 papers · 0 benchmarks

S&P 500 Intraday Data (S&P 500 Index Intraday Data with 1min Interval)

Technical Information Dates range from 2017-09-11 to 2018-02-16 and the time interval is 1 minute.

Time series Algorithmic Trading

2 papers · 0 benchmarks

SNDZoo (The Softwarised Network Data Zoo)

The softwarised network data zoo (SNDZoo) is an open collection of software networking data sets aiming to streamline and ease machine learning research in the software networking domain.

Tabular Time series Tracking

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

Stanford ECoG library: ECoG to Finger Movements

Electrophysiological data from implanted electrodes in the human brain are rare, and therefore scientific access to it has remained somewhat exclusive.

Biomedical Time series Brain Decoding

2 papers · 1 benchmark

TEP (Tennessee Eastman Process)

The original paper presented a model of the industrial chemical process named Tennessee Eastman Process and a model-based TEP simulator for data generation.

Time series Anomaly Detection Change Point Detection

2 papers · 1 benchmark

TVL Dataset (Touch-Vision-Language Dataset)

Touch is an important sensing modality for humans, but it has not yet been incorporated into a multimodal generative language model.

Images Videos Texts Time series

2 papers · 0 benchmarks

UK Biobank Brain MRI (UK Biobank Data - Brain MRI)

UK Biobank participants have generously provided a very wide range of information about their health and well-being since recruitment began in 2006.

Images Texts 3D Time series Classification Graph Classification

2 papers · 1 benchmark

Ultra-processed Food Dataset

The raw data are obtained from an industrial plant for ultra-processed food production.

Graphs Time series Causal Discovery Predictive Process Monitoring

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

VR traffic traces

The dataset contains traffic traces collected from 3 different VR applications.

Texts Time series

2 papers · 0 benchmarks

Wallhack1.8k

The Wallhack1.8k dataset comprises 1,806 CSI amplitude spectrograms (and raw WiFi packet time series) corresponding to three activity classes: "no presence," "walking," and "walking + arm-waving." WiFi packets were transmitted at a…

Time series Human Activity Recognition

2 papers · 0 benchmarks

Ward2ICU

Ward2ICU is a vital signs dataset of inpatients from the general ward.

Medical Time series Predicting Patient Outcomes

2 papers · 0 benchmarks

WetLinks (WetLinks: a Large-Scale Longitudinal Starlink Dataset with Contiguous Weather Data)

WetLinks: a Large-Scale Longitudinal Starlink Dataset with Contiguous Weather Data.

Time series

2 papers · 0 benchmarks

WiFall (Wireless Sensing Dataset for Fall Detection, Action Recognition and People ID Identification with ESP32-S3)

WiFall dataset contains data related to fall detection, action recognition and people id identification in a meeting room scenario.

Time series Action Recognition Action Classification Person Identification Action Classification (1-shot)

2 papers · 1 benchmark

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 datasets

Filter 39 modality tags shown of 39, by dataset count; the full filter by modality, task and language is on /datasets

Time series datasets 97–144 of 294