datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
TravelPlanner
TravelPlanner Dataset
TravelPlanner is a benchmark crafted for evaluating language agents in tool-use and complex planning within multiple constraints. (See our paper for more details.)
Introduction
In TravelPlanner, for a given query, language agents are expected to formulate a comprehensive plan that includes transportation, daily meals, attractions, and accommodation for each day.
TravelPlanner comprises 1,225 queries in total. The number of days and hard constraints… See the full description on the dataset page: https://huggingface.co/datasets/osunlp/TravelPlanner.TraveltoJam4This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 1,
"total_frames": 448,
"total_tasks": 1,
"total_videos": 2,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:1"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/maujim/TraveltoJam4.IndustryInstruction_Travel-Geography
IndustryInstruction: Travel & Geography
This repository contains the IndustryInstruction: Travel & Geography domain subset of BAAI/IndustryInstruction.
Refer to the parent dataset card for data construction, intended use, limitations,
and licensing details.
Citation
If you use this dataset in your work, please cite IndustryInstruction:
@misc{shi2024industryinstruction,
title = {IndustryInstruction},
author = {Xiaofeng Shi and Lulu Zhao and Hua Zhou and… See the full description on the dataset page: https://huggingface.co/datasets/BAAI/IndustryInstruction_Travel-Geography.travel-fraud-graphs
TravelFraudBench (TFG)
The first publicly available labeled heterogeneous graph benchmark for GNN-based fraud ring detection in travel networks.
Paper
Dataset Structure
This dataset contains heterogeneous graph data split into 20 named configurations — one per node type and one per edge type — each with small, medium, and large splits.
Loading a specific node or edge table
from datasets import load_dataset
# Load user nodes (medium scale)
users =… See the full description on the dataset page: https://huggingface.co/datasets/bsajja7/travel-fraud-graphs.Chinese-Muslim-Travel
☪ Chinese-Muslim-Travel: Native Chinese Muslim Travel RAG Corpus
[!TIP]
Human Readers: Looking for the full text with all images perfectly rendered? Navigate to the Files and versions -> content folder to browse all Markdown articles natively!
Dataset Description
Chinese-Muslim-Travel is a curated RAG corpus containing 347 native Chinese articles documenting Muslim travel, halal food, mosque architecture, and Muslim community life across 20+ countries. Every… See the full description on the dataset page: https://huggingface.co/datasets/qurancn/Chinese-Muslim-Travel.vn-provinces-travel-agency-revenue
Vietnam provinces travel agency revenue
Travel agency (tour operator) revenue at current prices (billion VND). Coverage 2010, 2012-2024. 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
Comparison
Color key
Files
provinces (854 rows)
data/provinces.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-travel-agency-revenue.reddit-travel-QA-finetuningThis dataset was sourced through a series of daily requests to the Reddit API, aiming to capture diverse and real-time travel-related discussions from multiple travel-related subreddits, sourced from this list: https://www.reddit.com/r/travel/comments/1100hca/the_definitive_list_of_travel_subreddits_to_help/, along with subreddits for common travel destinations. Requested was top 100 of the year, this was executed only one, then hot 50 daily. Data aggregation involved concatenating and… See the full description on the dataset page: https://huggingface.co/datasets/soniawmeyer/reddit-travel-QA-finetuning.cra-travelinsuracetabiji-travel-safety-guides
Tabiji Travel & Safety Guides
AI-curated travel data from tabiji.ai: destination profiles, day-by-day itineraries, head-to-head comparisons, safety profiles, country-level travel advisories, and city-level scam guides — sourced from Reddit, government advisories (US State Dept., UK FCDO), and editorial curation.
What's in here
Config
Records
Description
destinations
6,498
Global destination catalog: climate, currency, language, plug type, tap-water safety… See the full description on the dataset page: https://huggingface.co/datasets/tabiji/tabiji-travel-safety-guides.en-forecasting-travelinsuranceTravelPlanner
TravelPlanner Dataset
TravelPlanner is a benchmark crafted for evaluating language agents in tool-use and complex planning within multiple constraints. (See our paper for more details.)
Introduction
In TravelPlanner, for a given query, language agents are expected to formulate a comprehensive plan that includes transportation, daily meals, attractions, and accommodation for each day.
TravelPlanner comprises 1,225 queries in total. The number of days and hard constraints… See the full description on the dataset page: https://huggingface.co/datasets/ruhulu/TravelPlanner.clinic-travel@inproceedings{larson-etal-2019-evaluation,
title = "An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction",
author = "Larson, Stefan and
Mahendran, Anish and
Peper, Joseph J. and
Clarke, Christopher and
Lee, Andrew and
Hill, Parker and
Kummerfeld, Jonathan K. and
Leach, Kevin and
Laurenzano, Michael A. and
Tang, Lingjia and
Mars, Jason",
booktitle = "Proceedings of the 2019 Conference on… See the full description on the dataset page: https://huggingface.co/datasets/fathyshalab/clinic-travel.TravelPlanner
TravelPlanner Dataset
TravelPlanner is a benchmark crafted for evaluating language agents in tool-use and complex planning within multiple constraints. (See our paper for more details.)
Introduction
In TravelPlanner, for a given query, language agents are expected to formulate a comprehensive plan that includes transportation, daily meals, attractions, and accommodation for each day.
TravelPlanner comprises 1,225 queries in total. The number of days and hard constraints… See the full description on the dataset page: https://huggingface.co/datasets/rickyBrian/TravelPlanner.travelplanner-benchmark-normalized
TravelPlanner Benchmark (Normalized)
Normalized, typed, parquet-first packaging of the TravelPlanner benchmark for planning-centric agent evaluation.
Upstream dataset: osunlp/TravelPlanner
Upstream code: OSU-NLP-Group/TravelPlanner
Paper: TravelPlanner: A Benchmark for Real-World Planning with Language Agents
1) What is included
This dataset repo contains:
benchmark config (train/validation/test) in typed parquet.
reference_entries config: flattened reference-info… See the full description on the dataset page: https://huggingface.co/datasets/tuandunghcmut/travelplanner-benchmark-normalized.south-america-travel-planning-index-2026
South America Travel Planning Index 2026
Version 1.1 is a source-linked travel-planning dataset covering all 12 sovereign South American countries. It combines editorial trip-length ranges, buffer-day guidance, gateways, route intensity, seasonality, signature experiences, official tourism links, and entry-check links with a separate registry of 44 official-source records.
Canonical record
Version DOI: https://doi.org/10.5281/zenodo.21765168
Concept DOI for all… See the full description on the dataset page: https://huggingface.co/datasets/visaadvisor1/south-america-travel-planning-index-2026.africa-mauritius-selected-tourism-statistics-for-hotel-travel-arrangement-2-1e04a234
Selected Tourism Statistics for Hotel Travel Arrangement 2 | Africa (MDPA)
6 rows - 1 Africa country/area - 2015-2023 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 6 rows from MDPA, covering Selected Tourism Statistics for Hotel Travel Arrangement 2. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-selected-tourism-statistics-for-hotel-travel-arrangement-2-1e04a234.nfl-rest-advantage-travel-spot-research-sample
NFL Rest Advantage and Travel Spot Dataset for Spread Research
Question this dataset helps answer:
Which NFL teams historically cover, miss, or play over or under expectations in short-week, rest-advantage, and travel-heavy schedule spots?
This preview helps sports researchers compare NFL rest edges, travel spots, and closing-line context using one team-game row per completed game.
Use the public sample to check:
Which seasons, teams, and game types are covered
Which columns… See the full description on the dataset page: https://huggingface.co/datasets/Karmane/nfl-rest-advantage-travel-spot-research-sample.africa-worldbank-wbl-legal-framework-mobility-the-law-allows-a-woman-to-travel-internationally-i
WBL: Legal Framework, Mobility, The law allows a woman to travel internationally in the same way as a man | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: governance_security - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-legal-framework-mobility-the-law-allows-a-woman-to-travel-internationally-i.llm-systems-travel-agentTravelPlanner_RL_train_revision_easy_example_expanded_finedclinical-quad-missed-doses-resupply-delay-travel-distance-contact-latency-exposure-gap-v0.1What this repo does
This dataset models exposure gap accumulation risk in clinical trials. It predicts when the interaction between missed doses, resupply delays, patient travel distance, and slow site contact creates a high probability of clinically meaningful exposure gaps that reduce efficacy.
Core quad
missed_dose_count
resupply_delay_days
patient_travel_distance_km
site_contact_latency_days
Prediction target
label_exposure_gap
Row structure
Each row represents a patient-level adherence… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-missed-doses-resupply-delay-travel-distance-contact-latency-exposure-gap-v0.1.africa-mauritius-selected-tourism-statistics-for-hotel-travel-arrangement-2-0e5cf083
Selected Tourism Statistics for Hotel Travel Arrangement 2 | Africa (MDPA)
6 rows - 1 Africa country/area - 2015-2023 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 6 rows from MDPA, covering Selected Tourism Statistics for Hotel Travel Arrangement 2. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-selected-tourism-statistics-for-hotel-travel-arrangement-2-0e5cf083.asia-owid-relative-share-of-passenger-kilometers-travelled-by-rail-and-road
Relative Share Of Passenger Kilometers Travelled By Rail And Road | Asia (Our World in Data)
🌏 602 observations · 19 Asia countries · 1970–2022 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 602 observations of Relative Share Of Passenger Kilometers Travelled By Rail And Road data across 19 Asia countries, spanning 1970–2022.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-relative-share-of-passenger-kilometers-travelled-by-rail-and-road.africa-mauritius-passenger-departure-by-year-and-by-mode-of-travel-from-mau-60d544ea
Passenger Departure by Year and by Mode of Travel From Mau | Africa (MDPA)
10 rows - 1 Africa country/area - 2020-2024 - 2 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 10 rows from MDPA, covering Passenger Departure by Year and by Mode of Travel From Mau. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-passenger-departure-by-year-and-by-mode-of-travel-from-mau-60d544ea.africa-mauritius-passenger-departure-by-year-and-by-mode-of-travel-to-mauri-ce74ca45
Passenger Departure by Year and by Mode of Travel to Mauri | Africa (MDPA)
44 rows - 1 Africa country/area - 1998-2019 - 2 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 44 rows from MDPA, covering Passenger Departure by Year and by Mode of Travel to Mauri. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-passenger-departure-by-year-and-by-mode-of-travel-to-mauri-ce74ca45.TravelPlanner
TravelPlanner Dataset
TravelPlanner is a benchmark crafted for evaluating language agents in tool-use and complex planning within multiple constraints. (See our paper for more details.)
Introduction
In TravelPlanner, for a given query, language agents are expected to formulate a comprehensive plan that includes transportation, daily meals, attractions, and accommodation for each day.
TravelPlanner comprises 1,225 queries in total. The number of days and hard… See the full description on the dataset page: https://huggingface.co/datasets/CheneyYuri/TravelPlanner.africa-mauritius-survey-of-inbound-tourism-travel-arrangement-2015-2018-and-8fecc56a
Survey of Inbound Tourism Travel Arrangement 2015 2018 and | Africa (MDPA)
10 rows - 1 Africa country/area - 2015-2023 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 10 rows from MDPA, covering Survey of Inbound Tourism Travel Arrangement 2015 2018 and. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-survey-of-inbound-tourism-travel-arrangement-2015-2018-and-8fecc56a.africa-mauritius-selected-tourism-statistics-for-non-hotel-travel-arrangeme-989f90f4
Selected Tourism Statistics for Non Hotel Travel Arrangeme | Africa (MDPA)
6 rows - 1 Africa country/area - 2015-2023 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 6 rows from MDPA, covering Selected Tourism Statistics for Non Hotel Travel Arrangeme. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-selected-tourism-statistics-for-non-hotel-travel-arrangeme-989f90f4.TravelPlanner_RLafrica-owid-relative-share-of-passenger-kilometers-travelled-by-rail-and-road
Relative Share Of Passenger Kilometers Travelled By Rail And Road | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: infrastructure_transport - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-relative-share-of-passenger-kilometers-travelled-by-rail-and-road.