datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
solana-yield-honesty
Solana Honesty Index
What each Solana stablecoin product says it pays, next to what it actually
paid, measured from a share price rather than from a claim.
Snapshot generated 2026-09-22T12:05:13.833Z. Window 30 days.
13 products across 3 protocols,
13 comparable, 0 published but not
comparable. Realized figures: 5 by issuer_share_price_history, 2 by onchain_share_price, 6 by issuer_share_price_observed.
product
advertised
realized
gap
delivered
realized method
Kamino… See the full description on the dataset page: https://huggingface.co/datasets/kerne-protocol/solana-yield-honesty.photonic-integrated-circuit-yield
🏭 Photonic Integrated Circuit Yield Dataset
📊 125,000 synthetic (yield query, yield reasoning response) pairs covering process variation, defect density, lithography, and metrology challenges in CMOS-compatible photonic integrated circuit (PIC) manufacturing.
⚠️ Disclaimer: All entries are synthetically generated. Yield figures are computed from textbook models over sampled inputs, and citations are placeholders styled after technical sources; none reference a real… See the full description on the dataset page: https://huggingface.co/datasets/Taylor658/photonic-integrated-circuit-yield.vn-provinces-rice-yield
Vietnam provinces rice yield (whole year)
Provincial and regional paddy rice yield for the whole year (quintals per hectare). Coverage 1995-2024. Year 2024 is preliminary. Includes historical Ha Tay through 2007 (dissolved into Ha Noi). Tables cover provinces, regions and national total. Geographic labels are English (UN/GSO style ASCII romanization). Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Hero (continued)
Comparison… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-rice-yield.vn-provinces-autumn-winter-rice-yield
Vietnam provinces autumn-winter rice yield
Autumn-winter (he thu / thu dong) rice sown yield (quintals per hectare). Coastal/delta provinces with this crop. 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-autumn-winter-rice-yield.vn-provinces-maize-yield
Vietnam provinces maize yield
Provincial and regional maize (ngo) yield (quintals per hectare). Coverage 1995-2024. Year 2024 is preliminary. Includes historical Ha Tay through 2007 (dissolved into Ha Noi). 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-maize-yield.vn-provinces-seasonal-rice-yield
Vietnam provinces seasonal rice yield
Yield of seasonal/main-season (lua mua) paddy rice (quintals per hectare). Coverage 1995-2024. Year 2024 is preliminary. Includes historical Ha Tay through 2007 (dissolved into Ha Noi). 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… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-seasonal-rice-yield.vn-provinces-spring-rice-yield
Vietnam provinces spring rice yield
Provincial and regional yield of spring (dong xuan) paddy rice (quintals per hectare). Coverage 1995-2024. Year 2024 is preliminary. Includes historical Ha Tay through 2007 (dissolved into Ha Noi). 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)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-spring-rice-yield.solar-panel-yield-2026
Solar Panel Cleaning Yield Recovery — Datasets
Open data companion to the Solar Panel Cleaning Yield Recovery working paper and reference calculator. Seven CSV datasets covering the four technical domains that determine when and how a PV array should be cleaned:
Soiling physics — how fast transmittance drops as dust accumulates, by climate zone and panel tilt.
Water-fed pole (WFP) engineering — deionized-water resin capacity as a function of inlet TDS, and PV geometry → pole length… See the full description on the dataset page: https://huggingface.co/datasets/davecook1985/solar-panel-yield-2026.africa-synth-agriculture-smallholder-crop-yields-africa-all
Africa Synth Agriculture Smallholder Crop Yields Africa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: agriculture_food - 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-agriculture-smallholder-crop-yields-africa-all.agricultural-crop-yields
Agricultural Crop Yields & Farm Operations Dataset (Free Sample)
This is a free sample with 190 rows. The full dataset has 906 rows across 4 tables.
Farm operations data for a simulated agricultural cooperative with 25 farms,
150 fields, and 8 crop types across 5 growing seasons (2020-2024). Includes
planting records, weather observations, input costs, and harvest yields.
Features weather-correlated yield variation, crop rotation patterns, soil
quality impact on productivity, and… See the full description on the dataset page: https://huggingface.co/datasets/mindweave/agricultural-crop-yields.hass-avocado-yield
Hass Avocado Yield Prediction Dataset – Kenya
This dataset was developed for a university research project investigating
machine learning approaches for predicting Hass avocado yield in Kenya.
Dataset Information
Number of observations: approximately 1,020,000
Geographical coverage: Kenya
Crop: Hass avocado
Main data categories:
Soil variables
Weather/climate variables
Vegetation variables
Geographic variables
Avocado yield
Intended Use
The… See the full description on the dataset page: https://huggingface.co/datasets/Gikandi1/hass-avocado-yield.Tea_yield_6_features
Tea Yield Prediction Dataset (6 Features)
📋 Quick Info
Samples: 53,264
Features: 6
Task: Regression (predict tea yield)
Type: Synthetic (realistic simulation)
🎯 Purpose
Simple dataset for machine learning beginners to practice:
Data preprocessing (missing values, outliers)
Feature engineering
Regression modeling
Model evaluation
📊 Features
#
Feature
Description
Range
1
rainfall_mm
Annual rainfall in mm
10-350
2
temperature_avg… See the full description on the dataset page: https://huggingface.co/datasets/kasunUdayanga/Tea_yield_6_features.crop_yieldCrop_Yield_Fertilizercrop-yield-dataTea_Yield_Prediction
Sri Lanka Tea Yield Prediction Dataset
📋 Dataset Description
A synthetic dataset for predicting tea yield in Sri Lanka based on agricultural and environmental factors. This dataset simulates real-world conditions for machine learning regression tasks.
Dataset Summary
Size: 53,264 samples × 10 features (including target)
Type: Tabular/Structured data
Task: Regression (predicting continuous tea yield)
Domain: Agriculture, Climate, Food Production… See the full description on the dataset page: https://huggingface.co/datasets/kasunUdayanga/Tea_Yield_Prediction.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.agri-ghg-yield-synthetic
Synthetic Crop Yield & GHG Emission Dataset
File: agri_ghg_yield_synthetic_dataset.csv — 6,000 rows, 20 columns
Why synthetic
No single public dataset combines all 18 requested predictors with all 4 targets
in a clean, ready-to-train form. The closest real match is USDA GRACEnet /
AgCROS, but it's spread across dozens of Excel workbooks per site.
This CSV is generated from real agronomic equations (not random noise) so you
can build and test a full ML pipeline… See the full description on the dataset page: https://huggingface.co/datasets/CircuitNotion/agri-ghg-yield-synthetic.indian-crop-yield-predictionkick-clip-yield-2026
Kick Clip Yield Dataset (June–July 2026)
Attribution: ClipMe — https://clipme.com/research
Summary
Production-pipeline capture data from ClipMe, an AI clipping tool for live Kick streams. 51 capture sessions across 8 anonymized Kick channels, June 19 – July 14, 2026. Every number is measured directly from clip files on disk with ffprobe — no engagement, view, or engine-internal data included.
Dataset structure
Per-session table (CSV… See the full description on the dataset page: https://huggingface.co/datasets/Clipmeapp/kick-clip-yield-2026.Africa-Cereal-yield-kg-per-hectare
Africa Cereal yield kg per hectare | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: agriculture_food - 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-Cereal-yield-kg-per-hectare.stablecoin-yield-rates-with-safety-grades
Stablecoin flexible yield rates, with venue safety grades
A daily record of what centralised crypto venues actually pay on stablecoins,
collected by YieldScope and published with the safety
grade of the venue paying each rate.
The grade is the part you will not find in other rate datasets, and it is the
reason this one is worth joining against.
What is in it
Rows
1,661
Venue-asset pairs
50
Venues
20
Assets
DAI, FDUSD, PYUSD, TUSD, USD1, USDC… See the full description on the dataset page: https://huggingface.co/datasets/Yieldscope/stablecoin-yield-rates-with-safety-grades.crop_yieldCrop_Yield_Fertilizersrilanka_tea_yield
Sri Lankan Tea Yield Prediction Dataset 🍃🇱🇰
Dataset Description
This dataset contains 60,000 synthetic records representing tea plantation parameters in the context of Sri Lanka's hill country. It is designed for training Machine Learning models (Regression) to predict the tea leaf harvest (Yield) based on environmental factors and agricultural inputs.
This dataset simulates real-world conditions where rainfall and fertilizer positively impact yield, while extreme… See the full description on the dataset page: https://huggingface.co/datasets/kasunUdayanga/srilanka_tea_yield.Crop_Yield_Fertilizervineyards-yield-dataset
Yield Prediction Model - Open Source Demo
Overview
This project demonstrates machine learning models to predict vines yield at harvest time using remote sensing data, weather information, soil properties, and agronomic attributes.
The models predict:
TCH (Tons of Grapes per Hectare): Vines yield at harvest
Files
training_features_anonymized.csv - Dataset for model training (926 rows × 589 columns)
BuildModels_open_source.ipynb - Self-contained notebook for… See the full description on the dataset page: https://huggingface.co/datasets/AGRARIAN/vineyards-yield-dataset.bist-dividend-yield-projections-2026crop-yieldNorms-of-sulfur-dioxide-and-alcohol-for-preserving-juices-juice-yield-and-duration-of-their