datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
vn-provinces-spring-rice-sown-area
Vietnam provinces spring rice sown area
Provincial and regional sown area of spring (dong xuan) paddy rice (thousand hectares). 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. 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-spring-rice-sown-area.vn-provinces-spring-rice-production
Vietnam provinces spring rice production
Provincial and regional production of spring (dong xuan) paddy rice (thousand tons). 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-production.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.hanoi-hcmc-real-estate
Hanoi & Ho Chi Minh City Real Estate Dataset
Dataset Summary
This dataset is a cleaned, consolidated, and analysis-ready real estate dataset covering two major Vietnamese urban markets:
Hanoi
Ho Chi Minh City
It was prepared for PropertyVision BI, a business intelligence and decision-support project focused on property analytics, price prediction, ROI analysis, planning-risk exploration, and dashboard-based market monitoring.
The dataset is designed for:
exploratory… See the full description on the dataset page: https://huggingface.co/datasets/SpringWang08/hanoi-hcmc-real-estate.springboot_vulspring-docs
License
Spring Projects: Apache License 2.0. Copyright © 2024 Broadcom. All Rights Reserved.
myanmar-japanesewhite-space-finder-in-atlanta-sandy-springs-roswell-metro-georgia-us-187966
White Space Finder in Atlanta-Sandy Springs-Roswell (Metro), Georgia, US
Free sample dataset from BeamStation
The "White Space Finder in Atlanta-Sandy Springs-Roswell (Metro), Georgia, US" dataset highlights 22 specific market locations where consumer demand is strong but direct competition is extremely limited. Each record represents a micro‑area within the Atlanta‑Sandy Springs‑Roswell metro that satisfies a strict tri‑factor test: high population density, severe undersupply of… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/white-space-finder-in-atlanta-sandy-springs-roswell-metro-georgia-us-187966.entrepreneur-readiness-synthetic
Entrepreneur Readiness (Synthetic)
500-row synthetic tabular dataset with financial, personal, and trait features plus a 1–10 readiness score.
Columnssavings_amount, monthly_income, monthly_expenses, monthly_entertainment, sales_skills_1to10, age, dependents, assets_count, risk_tolerance_1to10, confidence_1to10, business_idea_difficulty_1to10, disposable_income, runway_months, income_stability_1to10, prior_experience_years, credit_score, readiness_score_1to10
Notes: Generated for… See the full description on the dataset page: https://huggingface.co/datasets/SpringyBon/entrepreneur-readiness-synthetic.Student-Scoresall-restaurants-in-coral-springs-florida-us-180787
All Restaurants in Coral Springs, Florida, US
Free sample dataset from BeamStation
This dataset provides a complete export of every restaurant operating in Coral Springs, Florida, United States. It contains 174 records, each representing a distinct establishment with all available profile columns such as name, address, cuisine type, contact information, and any additional attributes sourced from local business listings. The data is refreshed on a weekly basis to reflect openings… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-coral-springs-florida-us-180787.all-restaurants-in-sandy-springs-georgia-us-190803
All Restaurants in Sandy Springs, Georgia, US
Free sample dataset from BeamStation
This dataset provides a complete export of every restaurant operating in Sandy Springs, Georgia, United States. It contains 299 records, each representing a distinct establishment and includes all available columns such as name, address, cuisine type, contact information, hours of operation, and any additional attributes published by the source. The data is refreshed on a weekly basis, ensuring that… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-sandy-springs-georgia-us-190803.top-20-active-restaurant-review-whales-in-atlanta-sandy-springs-roswell-metro-area-ga-us-165296
Top 20% Active Restaurant Review Whales in Atlanta-Sandy Springs-Roswell Metro Area, GA, US
Free sample dataset from BeamStation
--High-Volume, Active targets--
Popular restaurants sitting in the Top 10% of their local market for proven foot traffic and review volume within the last 30 days and a market scope of 10km.
These are the highest-velocity, actively transacting accounts for payment processing, POS systems, and supply chain sales. Validated by an "Active Heartbeat" signal.… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/top-20-active-restaurant-review-whales-in-atlanta-sandy-springs-roswell-metro-area-ga-us-165296.all-restaurants-in-springfield-missouri-us-284807
All Restaurants in Springfield, Missouri, US
Free sample dataset from BeamStation
The All Restaurants in Springfield, Missouri, US dataset provides a comprehensive export of every food‑service establishment operating within the city limits of Springfield. Containing 818 records, the file includes each restaurant’s name, address, contact information, cuisine type, hours of operation, and any additional attributes made available by the source. Updated on a weekly basis, the dataset… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-springfield-missouri-us-284807.restaurant-verified-email-access-in-colorado-springs-colorado-us-501394
Restaurant Verified Email Access in Colorado Springs, Colorado, US
Free sample dataset from BeamStation
--Reach Independent Inboxes--
Weekly verified, high‑deliverability emails.
Only for established, independent restaurants (or micro‑chains) – large chain enterprises excluded.
Weekly email verification and detailed analysis via our proprietary infrastructure.
Business activity validated by an "Active Heartbeat" signal.
This dataset provides 341 verified email contacts for… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/restaurant-verified-email-access-in-colorado-springs-colorado-us-501394.all-restaurants-in-eugene-springfield-metro-oregon-us-524682
All Restaurants in Eugene-Springfield (Metro), Oregon, US
Free sample dataset from BeamStation
The All Restaurants in Eugene‑Springfield (Metro), Oregon, US dataset provides a complete export of every restaurant operating in the Eugene‑Springfield metropolitan area. It contains 667 records, each representing a single establishment, and is refreshed on a weekly basis to keep the information current. The file includes all available columns from the source profiles, offering details… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-eugene-springfield-metro-oregon-us-524682.top-30-active-restaurant-whales-in-colorado-springs-us-201405
Top 30% Active Restaurant Whales in Colorado Springs, US
Free sample dataset from BeamStation
--High-Volume, Active targets--
This dataset lists the top 30 % of active restaurant "whales" in Colorado Springs, US. It contains 302 records that are refreshed weekly, ensuring the list reflects the most current high‑velocity establishments. Each record represents a restaurant that ranks in the upper tier of its local market for proven foot traffic and review volume over the past 30 days… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/top-30-active-restaurant-whales-in-colorado-springs-us-201405.all-restaurants-in-springdale-arkansas-us-559378
All Restaurants in Springdale, Arkansas, US
Free sample dataset from BeamStation
This dataset provides a complete export of every restaurant operating in Springdale, Arkansas, United States. It contains 250 records, each representing a distinct establishment and includes all available columns from the source system, such as name, address, cuisine type, contact information, and any additional attributes that are published. The data is refreshed on a weekly basis, ensuring that users… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-springdale-arkansas-us-559378.the-hhi-monopoly-index-for-atlanta-sandy-springs-roswell-metro-area-ga-us-636643
The HHI Monopoly Index for Atlanta-Sandy Springs-Roswell Metro Area, GA, US
Free sample dataset from BeamStation
--HHI Dominance--
This dataset captures near‑monopoly positions in the Atlanta‑Sandy Springs‑Roswell metro area, GA, US. It lists 408 businesses that mathematically "own" their local market, each holding more than 30 % share within a 1‑km radius and contributing over 900 points to the Herfindahl‑Hirschman Index. Such high HHI contribution signals a dominant… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/the-hhi-monopoly-index-for-atlanta-sandy-springs-roswell-metro-area-ga-us-636643.all-restaurants-in-colorado-springs-metro-colorado-us-678391
All Restaurants in Colorado Springs (Metro), Colorado, US
Free sample dataset from BeamStation
The dataset All Restaurants in Colorado Springs (Metro), Colorado, US provides a weekly updated snapshot of every dining establishment within the Colorado Springs metropolitan area. It contains 1,371 records, each representing a single restaurant profile. The export follows the Complete Metro format, meaning it includes all available columns for each venue—such as name, address, cuisine… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-colorado-springs-metro-colorado-us-678391.all-restaurants-in-springfield-illinois-us-138214
All Restaurants in Springfield, Illinois, US
Free sample dataset from BeamStation
All Restaurants in Springfield, Illinois, US is a weekly‑updated export that lists every dining establishment operating within the city limits. The dataset contains 498 records, each representing a single restaurant and includes all available columns such as name, address, cuisine type, contact information, hours of operation, and any additional attributes provided by the source. Because the file is… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-springfield-illinois-us-138214.all-restaurants-in-springfield-massachusetts-us-295101
All Restaurants in Springfield, Massachusetts, US
Free sample dataset from BeamStation
The All Restaurants in Springfield, Massachusetts, US dataset provides a complete export of every food‑service establishment operating within the city limits. It contains 495 records, each representing a single restaurant profile and including all available columns such as name, address, cuisine type, contact information, and any other attributes supplied by the source. The data is refreshed on a… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-springfield-massachusetts-us-295101.all-restaurants-in-springfield-metro-missouri-us-666051
All Restaurants in Springfield (Metro), Missouri, US
Free sample dataset from BeamStation
The dataset All Restaurants in Springfield (Metro), Missouri, US offers a complete weekly export of every restaurant operating within the Springfield metropolitan area. It contains 719 records, each representing a distinct establishment, and includes all available columns such as name, street address, city, state, ZIP code, phone number, cuisine category, opening hours, website, and any… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-springfield-metro-missouri-us-666051.all-restaurants-in-springfield-metro-massachusetts-us-894655
All Restaurants in Springfield (Metro), Massachusetts, US
Free sample dataset from BeamStation
All Restaurants in Springfield (Metro), Massachusetts, US
This dataset provides a complete weekly export of every restaurant profile within the Springfield metro area. It contains 1,103 records, each representing a distinct establishment and includes all available columns such as name, address, cuisine type, contact information, hours of operation, and any additional attributes… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-springfield-metro-massachusetts-us-894655.