datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
africa-transport-all
Africa Transport All | Africa (World Bank)
Size category: 1K<n<10K - Formats: csv - 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 analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-transport-all.vn-provinces-trade-tourism-transport-master
Vietnam trade, tourism and transport master panel by locality
Wide geo×year master joining 15 NSO Trade / Tourism / Transport locality packs: retail and services revenue, markets/supermarkets/shopping centers, travel agency revenue, passenger and freight transport volumes and turnover (road and inland waterway where published). Province names follow ar_core.vn_geo.
Figures
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Comparison
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Files
provinces (1882 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-trade-tourism-transport-master.cheboksary_transport
ChebTransport Daily GPS Dataset
This dataset contains daily GPS and metadata records of public transport vehicles in Cheboksary, Russia, for the period from 2025-04-22 to 2025-07-03.
Each file corresponds to a "transport day" (which may start and end at different times depending on the actual end of public transport service, not at midnight).
Data Source
The data was parsed from the website buscheb.ru, which aggregates public transport data for the city of Cheboksary as a… See the full description on the dataset page: https://huggingface.co/datasets/daniilakk/cheboksary_transport.transportation_costsclinical-transport-request-patient-move-coherence-risk-v0.2
Clinical Transport Request Patient Move Coherence Risk v0.2
What this is
A small dataset that tests one question:
Can you detect when a system is moving toward failure, not just under pressure?
This repo focuses on transport coordination in a clinical setting.
But the structure applies to any system where:
demand rises
capacity lags
coordination breaks
Run this first
Generate baseline predictions:
python baseline_heuristic.py data/tester.csv… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-transport-request-patient-move-coherence-risk-v0.2.clinical-oxygen-transport-instability-v0.1
clinical-oxygen-transport-instability-v0.1
What this dataset does
This dataset evaluates whether models can detect instability caused by failure of oxygen transport to tissues.
Each row represents a simplified oxygen delivery scenario observed across three time points.
The task is to determine whether oxygen delivery remains stable or is moving toward oxygen transport instability.
Core stability idea
Tissue oxygen delivery depends on interactions between:… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-oxygen-transport-instability-v0.1.population-that-has-convenient-access-to-public-transport-for-african-countries
Population That Has Convenient Access to Public Transport for African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - Sector: health - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/population-that-has-convenient-access-to-public-transport-for-african-countries.clinical-quad-transport-ready-porter-cap-recv-ready-timecrit-delay-v0.1What this repo does
This dataset models patient transport delay risk in hospital operations. It predicts when the interaction between transport readiness, porter capacity, receiving unit readiness, and time criticality indicates a high probability of a transfer delay that can trigger downstream care slippage.
Core quad
transport_ready_index
porter_capacity_index
receiving_unit_ready_index
time_criticality_index
Prediction target
label_transfer_delay
Row structure
Each row represents a single… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-transport-ready-porter-cap-recv-ready-timecrit-delay-v0.1.transport-delay-analysis
🚌 Predictive Analysis of Public Transportation Delays
AI Project Assignment - Bus Delay Prediction Using Dirty Real-World Dataset
📋 Project Overview
This project implements a complete machine learning pipeline to predict bus delays using a deliberately "dirty" real-world dataset. The assignment demonstrates essential AI/ML skills including data cleaning, preprocessing, feature engineering, model development, and explainability.
🎯 Objectives
Data… See the full description on the dataset page: https://huggingface.co/datasets/moka47/transport-delay-analysis.