datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
seoul-apartment-rent
Seoul Apartment Rent (Jeonse/Wolse) Real Transaction Data
Real transaction data for apartment rent (jeonse and wolse) in Seoul, South Korea.
Covers all 25 districts with monthly granularity.
전세 (Jeonse): Large lump-sum deposit, no monthly rent (monthly_rent = 0)
월세 (Wolse): Smaller deposit + monthly rent payments
Data sourced from Korea's Ministry of Land, Infrastructure and Transport (국토교통부)
via the official data.go.kr API.
Dataset Summary
Records: 1,220,346… See the full description on the dataset page: https://huggingface.co/datasets/kpubdata/seoul-apartment-rent.NHL_DBafrica-synth-realestate-rental-listings-nigeria
Africa Synth Realestate Rental Listings Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - 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 analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-realestate-rental-listings-nigeria.repro-ski-rental-with-distributional-predictions-of-unknown-quality-traces
Agent traces
Agent sessions published from a Trackio Logbook.
adamvakar_irish-rent-prices-2020-2025-rtb-official-data
Irish Rent Prices 2020-2025 (RTB Official Data)
Average monthly rent across 26 Irish counties - ML ready dataset
Dataset Info
Source: Kaggle
Original Size: 0.92 MB
Kaggle Downloads: 687
Files: 3
Files
irish_rent_by_county.csv
irish_rent_full.csv
irish_rent_specific.csv
Mirrored from Kaggle
seoul-bike-rent-month
Seoul Bike Ttareungi Monthly Usage (서울 따릉이 월별 이용정보)
Monthly usage statistics for Seoul's public bike-sharing system "Ttareungi" (따릉이),
aggregated by station, subscription type, and age group.
Important: Text values (rent_type, station_name, age_group) are in Korean.
Column names are in English for global accessibility.
Dataset Summary
Records
~119,000
Features
11
Period
Multiple months (YYYYMM format)
Source
Seoul Open Data Plaza
Features… See the full description on the dataset page: https://huggingface.co/datasets/kpubdata/seoul-bike-rent-month.gpu-spot-rental-prices
GPU spot-rental prices
Weekly medians of vast.ai marketplace asks, normalised to USD per GPU-hour (dph_total / num_gpus),
for H100, H200, B200, B300, A100 — on-demand and interruptible tiers where listed.
Method: cheapest-500 asks per SKU, so the series is deliberately low-biased; min / p25 / median per tier.
Machine-generated from vast.ai's public marketplace API. No internal figures, no vendor quotes.
data/prices.csv — the series, one row per GPU x tier per collection date… See the full description on the dataset page: https://huggingface.co/datasets/thsysmfh/gpu-spot-rental-prices.africa-synth-urbanization-rental-housing-market-africa-morocco
Africa Synth Urbanization Rental Housing Market Africa Morocco | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-urbanization-rental-housing-market-africa-morocco.rent-vs-buy-scenarios
Rent Vs Buy Scenarios
2,148 pre-computed rent vs buy breakeven scenarios across 179 markets.
Details
Records: 2148
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Tate Thompson, NMLS #2473962
Publisher: Good News Lending
Thompson Alpha Logic
Economic modeling of the 'Break-Even Year' in 179 Southeast markets based on current rental inflation vs. fixed-rate mortgage stability. Calculates the exact month when buying becomes cheaper than… See the full description on the dataset page: https://huggingface.co/datasets/Good-News-Lending/rent-vs-buy-scenarios.asia-owid-natural-resource-rents
Natural Resource Rents | Asia (Our World in Data)
🌏 2,025 observations · 47 Asia countries · 1970–2021 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,025 observations of Natural Resource Rents data across 47 Asia countries, spanning 1970–2021.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Natural Resource Rents
Geographic coverage
47 Asia countries · top… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-natural-resource-rents.dubai-community-rental-yields-2026-06
Dubai Community Rental Yields: June 2026
This dataset is a compact, public snapshot of Dubai residential community gross rental yields derived from official Dubai Land Department sale and rent transaction records aggregated by dataHabibi.
Fields:
community: Dubai community or aggregate row name.
slug: dataHabibi community slug.
gross_yield_pct: gross rental yield percentage.
buildings_tracked: number of buildings/projects tracked on dataHabibi for the community.… See the full description on the dataset page: https://huggingface.co/datasets/datahabibi/dubai-community-rental-yields-2026-06.africa-mauritius-operating-rental-agency-per-category-2023-2024-d22d7fb4
Operating Rental Agency Per Category 2023 2024 | Africa (MDPA)
8 rows - 1 Africa country/area - 2023-2024 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 8 rows from MDPA, covering Operating Rental Agency Per Category 2023 2024. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Transport datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-operating-rental-agency-per-category-2023-2024-d22d7fb4.SGD_RentalCars
Dataset Card for "SGD_RentalCars"
More Information needed
reddit_dataset_193
Bittensor Subnet 13 Reddit Dataset
Miner Data Compliance Agreement
In uploading this dataset, I am agreeing to the Macrocosmos Miner Data Compliance Policy.
Dataset Summary
This dataset is part of the Bittensor Subnet 13 decentralized network, containing preprocessed Reddit data. The data is continuously updated by network miners, providing a real-time stream of Reddit content for various analytical and machine learning tasks.
For more… See the full description on the dataset page: https://huggingface.co/datasets/RentonWEB3/reddit_dataset_193.rental_uae_contractsx_dataset_193
Bittensor Subnet 13 X (Twitter) Dataset
Miner Data Compliance Agreement
In uploading this dataset, I am agreeing to the Macrocosmos Miner Data Compliance Policy.
Dataset Summary
This dataset is part of the Bittensor Subnet 13 decentralized network, containing preprocessed data from X (formerly Twitter). The data is continuously updated by network miners, providing a real-time stream of tweets for various analytical and machine learning… See the full description on the dataset page: https://huggingface.co/datasets/RentonWEB3/x_dataset_193.asia-owid-oil-rents-as-a-share-of-gdp
Oil Rents As A Share Of Gdp | Asia (Our World in Data)
🌏 2,006 observations · 47 Asia countries · 1970–2021 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,006 observations of Oil Rents As A Share Of Gdp data across 47 Asia countries, spanning 1970–2021.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Oil Rents As A Share Of Gdp
Geographic coverage
47 Asia… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-oil-rents-as-a-share-of-gdp.africa-owid-oil-rents-as-a-share-of-gdp
Oil Rents As A Share Of Gdp | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: energy - 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/africa-owid-oil-rents-as-a-share-of-gdp.europe-owid-natural-resource-rents
Natural Resource Rents | Europe (Our World in Data)
🇪🇺 1,769 observations · 43 Europe countries · 1970–2021 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 1,769 observations of Natural Resource Rents data across 43 Europe countries, spanning 1970–2021.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Natural Resource Rents
Geographic coverage
43 Europe… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-natural-resource-rents.rent-vs-buy-scenarios
Rent vs Buy Breakeven Scenarios 2026
Pre-computed rent vs buy analysis for 2,148 scenarios across Southeast markets. Covers 179 cities across 13 states, 3 price points (80%/100%/120% of median), and 4 rent levels.
Data Fields
Field
Type
Description
scenario
string
Human-readable scenario description
city
string
City name
state
string
State abbreviation
homePrice
number
Purchase price
monthlyRent
number
Comparable rent
monthlyPITI
number
Full mortgage… See the full description on the dataset page: https://huggingface.co/datasets/wendymthompson/rent-vs-buy-scenarios.africa-morocco-principaux-indicateurs-des-rentes-des-accidents-du-travail-eb621cd0
Principaux Indicateurs Des Rentes Des Accidents Du Travail | Africa (Morocco Open Data)
9 rows - 1 Africa country/area - 2020-2024 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 9 rows from Morocco Open Data, covering Principaux Indicateurs Des Rentes Des Accidents Du Travail. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-morocco-principaux-indicateurs-des-rentes-des-accidents-du-travail-eb621cd0.tokyo_rentnigeria-lagos-rent-2022africa-owid-natural-resource-rents
Natural Resource Rents | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: climate_environment - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-natural-resource-rents.europe-owid-oil-rents-as-a-share-of-gdp
Oil Rents As A Share Of Gdp | Europe (Our World in Data)
🇪🇺 1,562 observations · 39 Europe countries · 1970–2021 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 1,562 observations of Oil Rents As A Share Of Gdp data across 39 Europe countries, spanning 1970–2021.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Oil Rents As A Share Of Gdp
Geographic coverage
39… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-oil-rents-as-a-share-of-gdp.africa-morocco-principaux-indicateurs-des-rentes-des-accidents-de-la-circ-8c16703a
Principaux Indicateurs Des Rentes Des Accidents De La Circ | Africa (Morocco Open Data)
10 rows - 1 Africa country/area - 2020-2024 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 10 rows from Morocco Open Data, covering Principaux Indicateurs Des Rentes Des Accidents De La Circ. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-morocco-principaux-indicateurs-des-rentes-des-accidents-de-la-circ-8c16703a.africa-mauritius-operating-rental-agency-per-category-2023-2024-e581991d
Operating Rental Agency Per Category 2023 2024 | Africa (MDPA)
8 rows - 1 Africa country/area - 2023-2024 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 8 rows from MDPA, covering Operating Rental Agency Per Category 2023 2024. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Transport datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-operating-rental-agency-per-category-2023-2024-e581991d.DA_SGD_RentalCars
Dataset Card for "DA_SGD_RentalCars"
More Information needed
nigeria-lagos-rent-2022-rawus-cell-tower-rent-rate-index
license: cc-by-4.0
task_categories:
- time-series-forecasting
- tabular-regression
tags:
- real-estate
- telecommunications
- finance
- infrastructure
pretty_name: U.S. Cell Tower Rent Rate Index
size_categories:
- n<1K
U.S. Cell Tower Rent Rate Index (2025)
Official Dataset maintained by Vertical Consultants and Cell Tower AI.
Dataset Description
The U.S. Cell Tower Rent Rate Index is the authoritative benchmark for tracking cell tower lease rates across the… See the full description on the dataset page: https://huggingface.co/datasets/CellTowerAI/us-cell-tower-rent-rate-index.