datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
web-server-logs
Web Server Access Logs (Synthetic) (Free Sample)
This is a free sample with 5,003 rows. The full dataset has 50,048 rows across 2 tables.
Realistic HTTP access logs from a simulated SaaS company running an
e-commerce API and marketing website. 50,000 requests across 3 servers
over 12 months.
Includes realistic patterns: weekday/weekend traffic variation, peak hours,
seasonal trends, bot traffic, and two injected anomalies (DDoS attempt and
database outage) for anomaly detection… See the full description on the dataset page: https://huggingface.co/datasets/mindweave/web-server-logs.us-layoffs-monthly-time-series-warn-act
US layoffs, month by month — 455 months of WARN notices, 1988-11 → 2026-09, rebuilt daily
Last rebuilt: 2026-09-25. One row per calendar month: how many US WARN Act layoff
notices were filed, how many workers they named, and how many states contributed —
as a regular series with every month present (zeros included), ready for pandas,
a chart or a forecasting model. A second table gives the same series per state.
455
consecutive months, 1988-11 → 2026-09, no gaps… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-layoffs-monthly-time-series-warn-act.fake_job_postings_balanced_en
🧠 BALANCED_FAKE_JOB_POSTINGS_EN Dataset
📘 Overview
This dataset is a balanced English version of the original Fake Job Postings dataset from Kaggle:
Real or Fake? Fake Job Posting Prediction.
It contains 1,730 job postings, equally divided between fraudulent (fake) and non-fraudulent (real) listings.
All text fields remain in English, preserving the semantic meaning and structure of the original dataset. Only balancing was performed — no translation or additional… See the full description on the dataset page: https://huggingface.co/datasets/serenityyyyy/fake_job_postings_balanced_en.High_Dimensional_Time_Series
Dataset Card for Dataset Name
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Dataset Details
Dataset Description
Curated by: [More Information Needed]
Funded by [optional]: [More Information Needed]
Shared by [optional]: [More Information Needed]
Language(s) (NLP): [More Information Needed]
License: [More Information Needed]
Dataset Sources [optional]
Repository: [More… See the full description on the dataset page: https://huggingface.co/datasets/Time-HD-Anonymous/High_Dimensional_Time_Series.faang-engineered-time-series-features-2013-2025
FAANG Stocks Historical Raw and Engineered Time-Series Dataset (2013-2025)
Since this is a comprehensive ReadMe file with multiple sections and crosslinks to other documents and images, I wanted to start by providing a ToC with hyperlinks to simplify navigation for the readers. (special thanks to @csavur for this very helpful suggestion!)
DOCUMENT NAVIGATION GUIDE (ToC)
1 - Summary2 - Usage & Reproducability3 - Practical Uses of this Dataset
3.1 - A real-world ML… See the full description on the dataset page: https://huggingface.co/datasets/ML-Owl/faang-engineered-time-series-features-2013-2025.SPADE-customer-service-dialogue
SPADE: Structured Prompting Augmentation for Dialogue Enhancement in Machine-Generated Text Detection
Paper | Code
SPADE contains a repository of customer service line synthetic user dialogues with goals, augmented from MultiWOZ 2.1 using GPT-3.5 and Llama 70B.
The datasets are intended for training and evaluating machine generated text detectors in dialogue settings.
There are 15 English datasets generated using 5 different augmentation methods and 2 large language models… See the full description on the dataset page: https://huggingface.co/datasets/AngieYYF/SPADE-customer-service-dialogue.automotive-service-intelligence-sample
🚗 Automotive Service Intelligence Sample Dataset
Connected • Longitudinal • Feature-Engineered • Commercially Available
This repository contains a fully anonymized sample of the Growing-Moss Data Automotive Service Intelligence Dataset, a production-derived dataset built for analytics, forecasting, AI/ML, benchmarking, and commercial product development.
Unlike transactional datasets that provide isolated records, the Growing-Moss dataset delivers connected intelligence… See the full description on the dataset page: https://huggingface.co/datasets/Growing-Moss-Data/automotive-service-intelligence-sample.store-sales-time-series-forecasting
taken from this Kaggle competition:
Dataset Description
In this competition, you will predict sales for the thousands of product families sold at Favorita stores located in Ecuador. The training data includes dates, store and product information, whether that item was being promoted, as well as the sales numbers. Additional files include supplementary information that may be useful in building your models.
File Descriptions and Data Field Information… See the full description on the dataset page: https://huggingface.co/datasets/mrcksggcfc/store-sales-time-series-forecasting.memefact-templates
MemeFact Templates Dataset
This dataset contains 663 meme templates enriched with contextual knowledge for fact-checking meme generation. Each template includes comprehensive information about its origin, cultural significance, visual characteristics, and typical caption patterns to support Retrieval Augmented Generation (RAG) systems.
Dataset Description
Overview
The "MemeFact Templates" dataset is the result of extensive data engineering applied to the… See the full description on the dataset page: https://huggingface.co/datasets/sergiogpinto/memefact-templates.vn-provinces-retail-trade-and-service-revenue
Vietnam provinces retail trade and consumer service revenue
Total retail sales of goods and consumer service revenue at current prices (billion VND). Coverage 1995-2024. Year 2024 is preliminary. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Hero (continued)
Comparison
Color key… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-retail-trade-and-service-revenue.customer-service-robot-support
This Dialogue
Comprised of fictitious examples of dialogues between a customer encountering problems with a robotic arm and a technical support agent. Check out the example below:
"id": 1,
"description": "Robotic arm calibration issue",
"dialogue": "Customer: My robotic arm seems to be misaligned. It's not picking objects accurately. What can I do? Agent: It appears that the arm may need recalibration. Please follow the instructions in the user manual to reset the calibration… See the full description on the dataset page: https://huggingface.co/datasets/FunDialogues/customer-service-robot-support.web-server-logs
Web Server Access Logs (Synthetic) (Free Sample)
This is a free sample with 5,003 rows. The full dataset has 50,048 rows across 2 tables.
Realistic HTTP access logs from a simulated SaaS company running an
e-commerce API and marketing website. 50,000 requests across 3 servers
over 12 months.
Includes realistic patterns: weekday/weekend traffic variation, peak hours,
seasonal trends, bot traffic, and two injected anomalies (DDoS attempt and
database outage) for anomaly… See the full description on the dataset page: https://huggingface.co/datasets/linaaaaaaaaaaaaa/web-server-logs.l2-private-server-openings
Lineage 2 Private Server Openings
A snapshot of the Lineage 2 private servers tracked by L2 Calendar — a multilingual (EN/ES/PT/RU) calendar and tracker of private server openings by chronicle.
Each row is one tracked server with its chronicle, rate, opening date and website.
Files
l2-private-server-openings.csv — one row per tracked server (480 rows at export time).
Columns
Column
Description
name
Server name
chronicle
Lineage 2… See the full description on the dataset page: https://huggingface.co/datasets/rkj45/l2-private-server-openings.time_series_datasets
Tourism Monthly Time Series Dataset with Economic and Static Covariates
This dataset, originally sourced from Athanasopoulos et al. (2011), focuses on the tourism industry with a monthly frequency and has been enhanced with economic covariates (e.g., CPI, Inflation Rate, GDP) from official Australian government sources. We also perform some preprocessing to further increase the usability of the dataset with dynamic start dates for each series and static covariates for in-depth time… See the full description on the dataset page: https://huggingface.co/datasets/zaai-ai/time_series_datasets.news_media_reliability
Reliability Estimation of News Media Sources: "Birds of a Feather Flock Together"
Dataset introduced in the paper "Reliability Estimation of News Media Sources: Birds of a Feather Flock Together" published in the NAACL 2024 main conference.
Similar to the news media bias and factual reporting dataset, this dataset consists of a collections of 5.33K new media domains names with reliability labels. Additionally, for some domains, there is also a human-provided reliability score… See the full description on the dataset page: https://huggingface.co/datasets/sergioburdisso/news_media_reliability.cell-service-data
Dataset Card: Synthetic Mobile Network Performance
Dataset Description
This dataset contains synthetically generated mobile signal measurements designed to mirror real-world data in the UK. The data represents geolocated signal quality metrics from mobile devices, capturing a range of environmental and temporal conditions over several months in 2025.
All data has been anonymized, aggregated, and processed to protect user privacy. The synthetic dataset has undergone pre-processing… See the full description on the dataset page: https://huggingface.co/datasets/joefee/cell-service-data.multimodal-time-series-forecastingmcp-server-resource-benchmark
MCP Server Resource Benchmark: RAM, Startup, Tool Counts
Measured resident memory, startup time and tool counts for 11 popular MCP servers, plus a concurrent five-server stack.
Results
178-422MB resident per server (median 188MB)
0.5-1.9 seconds warm startup
961.6MB for a concurrent five-server stack, cross-checked by two independent measurement paths (psutil and PowerShell WorkingSet64) that agreed exactly
Runtime floors for context: 52MB bare Node, 15MB bare… See the full description on the dataset page: https://huggingface.co/datasets/iBlessi/mcp-server-resource-benchmark.deindexing-automation-benchmarks
Deindexing Automation Engine Benchmarks
Benchmark dataset of 20 deindexing automation cases with individual scores for deindex strength, removal rate, review issue handling, reputation health, platform coverage, and workflow efficiency across major removal types and industries.
Built by Deindexing.Services.
Dataset Description
This dataset contains benchmark data for the Deindexing Automation Engine — an automation engine for managing search deindexing, content… See the full description on the dataset page: https://huggingface.co/datasets/deindexing-services/deindexing-automation-benchmarks.customer-service-grocery-cashier
This Dialogue
Comprised of fictitious examples of dialogues between a customer at a grocery store and the cashier. Check out the example below:
"id": 1,
"description": "Price inquiry",
"dialogue": "Customer: Excuse me, could you tell me the price of the apples per pound? Cashier: Certainly! The price for the apples is $1.99 per pound."
How to Load Dialogues
Loading dialogues can be accomplished using the fun dialogues library or Hugging Face datasets library.… See the full description on the dataset page: https://huggingface.co/datasets/FunDialogues/customer-service-grocery-cashier.impressive-service-c26cb0
impressive-service-c26cb0
Synthetic weather test data: 33 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/hayleybrown/impressive-service-c26cb0.Telangana_time_series_2023-2025The dataset was retrieved from Open Data Telangana, from February 1, 2023, to January 31, 2025 with daily granularity. The dataset contains various fields such as District, Mandal, Date, rainfall (in millimeters), minimum and maximum temperature (in Celsius), minimum and maximum wind speed, and humidity. It provides a District and Mandal wise distribution as well.
Total Rows - 4,45,213
Total Columns - 10
an-aggregated-dataset-of-serially-collected-influe
An aggregated dataset of serially collected influenza A virus morbidity and titer measurements from virus-infected ferrets.
Description
Data from influenza A virus (IAV) infected ferrets (Mustela putorius furo) provides invaluable information towards the study of novel and emerging viruses that pose a threat to human health. This gold standard animal model can recapitulate many clinical signs of infection present in IAV-infected humans, support virus replication of human… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/an-aggregated-dataset-of-serially-collected-influe.Telangana_time_series_2023-2025The dataset was retrieved from Open Data Telangana, from February 1, 2023, to January 31, 2025 with daily granularity. The dataset contains various fields such as District, Mandal, Date, rainfall (in millimeters), minimum and maximum temperature (in Celsius), minimum and maximum wind speed, and humidity. It provides a District and Mandal wise distribution as well.
Total Rows - 4,45,213
Total Columns - 10
factcheck-memes-x
Fact-checking Memes - X Dataset
This dataset contains 119 meme correction posts and their associated engagement metrics from a real-world deployment of fact-checking memes on X (formerly Twitter). The memes were specifically designed to counter misinformation by providing visually engaging explanations of fact-checking verdicts.
Dataset Description
Overview
The "Fact-checking Memes - X" dataset documents a social media experiment conducted between October 25… See the full description on the dataset page: https://huggingface.co/datasets/sergiogpinto/factcheck-memes-x.africa-exports-of-goods-and-services-percentage-of-gdp
Africa Exports of Goods and Services Percentage of Gdp | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-exports-of-goods-and-services-percentage-of-gdp.africa-imports-of-goods-and-services-percentage-of-gdp
Africa Imports of Goods and Services Percentage of Gdp | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-imports-of-goods-and-services-percentage-of-gdp.weather-forecasting-challenge
Dataset Description
Data Overview
The WiDS Datathon 2023 focuses on a prediction task involving forecasting sub-seasonal temperatures (temperatures over a two-week period, in our case) within the United States. We are using a pre-prepared dataset consisting of weather and climate information for a number of US locations, for a number of start dates for the two-week observation, as well as the forecasted temperature and precipitation from a number of weather… See the full description on the dataset page: https://huggingface.co/datasets/serenia-science/weather-forecasting-challenge.Eurostat_Tourism_STS_Dataset_Turnover_in_Services
Eurostat Tourism STS Dataset – Turnover in Services (Monthly)
This repository contains data extracted from the Eurostat Short-Term Statistics (STS) domain, with a focus on:
tour_sts – Tourism industries short-term indicators
sts_setu_m – Turnover in services (monthly data)
These datasets measure monthly turnover and sales volume indices across tourism-related industries following the NACE Rev.2 classification.
Source: https://ec.europa.eu/eurostat/web/tourism/databaseLicense: CC… See the full description on the dataset page: https://huggingface.co/datasets/VillanovaAI/Eurostat_Tourism_STS_Dataset_Turnover_in_Services.Time-Series-Donations
Time-Series Donations Dataset
Overview
This repository provides a time-series dataset of donation dynamics over time.It is intended for experiments in:
Time-series forecasting
Trend and seasonality analysis
Anomaly detection on donation flows
Benchmarking classical and deep time-series models
The data are organized in a tabular time-series format, with each row representing a time step and each column representing a numerical or categorical feature related to donations.… See the full description on the dataset page: https://huggingface.co/datasets/VillanovaAI/Time-Series-Donations.