datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
worth-church-eaf4de
worth-church-eaf4de
Synthetic products test data: 50 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/michael-smith/worth-church-eaf4de.financial-model-evals
Worthune Financial Model Evals (open sample)
Ground truth for financial AI: 3 open datasets × 250
input/expected-output pairs — the free-sample slice of a 55-model catalog
covering refinance break-evens, retirement projections, Roth conversions,
equity compensation, loan payoff, and more. The full catalog's datasets
download with a Worthune Pro key from
GET https://worthune.com/api/v1/evals/{model} (index).
Every expected output comes from two independent implementations that… See the full description on the dataset page: https://huggingface.co/datasets/worthune/financial-model-evals.Growing-Bench-Worth-It
Growing Bench: Worth It
Correct isn't enough. Was the work worth it?
I have spent a lot of time working with coding Agents and writing Agents. A recurring unpleasant experience is that, under the banner of correctness, necessity, and safety, an Agent ignores the overall need and the actual situation, does the job badly, and leaves the user with a terrible experience.
You ask it to make a small change in a codebase. The change succeeds, but the Agent also creates… See the full description on the dataset page: https://huggingface.co/datasets/takamatsu-hikaru/Growing-Bench-Worth-It.mm_check_worthiness_v0worthynews2worthynews3tech-ready-restaurants-in-the-dallas-fort-worth-arlington-metro-area-tx-us-156870
Tech-Ready Restaurants in the Dallas-Fort Worth-Arlington Metro Area, TX, US
Free sample dataset from BeamStation
The dataset "Tech-Ready Restaurants in the Dallas-Fort Worth-Arlington Metro Area, TX, US" contains 98 records of well‑established eateries that score above 70 on the Beam Score and show positive recent sentiment (more than 10 points over the last 30 days) yet do not currently offer online reservation or online ordering capabilities. Updated weekly, this list highlights… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/tech-ready-restaurants-in-the-dallas-fort-worth-arlington-metro-area-tx-us-156870.flan_source_duorc_ParaphraseRC_decide_worth_it_58flan_source_duorc_SelfRC_decide_worth_it_76the-hhi-monopoly-index-for-dallas-fort-worth-arlington-metro-area-tx-us-408614
The HHI Monopoly Index for Dallas-Fort Worth-Arlington Metro Area, TX, US
Free sample dataset from BeamStation
The HHI Monopoly Index for Dallas‑Fort Worth‑Arlington Metro Area, TX, US provides a weekly snapshot of businesses that hold near‑monopoly power in their immediate vicinity. Each of the 573 records identifies firms that command more than 30 % market share within a 1‑kilometer radius and contribute over 900 points to the local Herfindahl‑Hirschman Index, signalling a highly… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/the-hhi-monopoly-index-for-dallas-fort-worth-arlington-metro-area-tx-us-408614.all-restaurants-in-fort-worth-texas-us-844311
All Restaurants in Fort Worth, Texas, US
Free sample dataset from BeamStation
This dataset contains a complete export of every restaurant operating in Fort Worth, Texas, United States. It includes one thousand five hundred ninety records, each representing a single establishment with all available profile columns such as name, address, cuisine type, contact information, hours of operation, and any additional attributes provided by the source. The data is refreshed on a weekly basis… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-fort-worth-texas-us-844311.the-hhi-monopoly-index-for-fort-worth-texas-us-894820
The HHI Monopoly Index for Fort Worth, Texas, US
Free sample dataset from BeamStation
--HHI Dominance--
The HHI Monopoly Index for Fort Worth, Texas, US dataset captures near‑monopoly positions in the local market. It contains 45 records that identify businesses that mathematically "own" their area within a 1‑kilometer radius, showing high market concentration and strong cash‑flow characteristics that make them difficult for competitors to dislodge. Updated weekly, the dataset… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/the-hhi-monopoly-index-for-fort-worth-texas-us-894820.white-space-finder-in-dallas-fort-worth-arlington-metro-texas-us-348388
White Space Finder in Dallas-Fort Worth-Arlington (Metro), Texas, US
Free sample dataset from BeamStation
The White Space Finder dataset for the Dallas‑Fort Worth‑Arlington metropolitan area in Texas identifies 47 specific market locations where consumer demand is strong but direct competition is minimal (fewer than five competitors). Updated weekly, this dataset applies a strict tri‑factor test—high population density, severe market undersupply, and immediate micro‑radius… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/white-space-finder-in-dallas-fort-worth-arlington-metro-texas-us-348388.top-300-active-restaurant-whales-with-email-in-fort-worth-texas-us-319469
Top 300 Active Restaurant Whales with Email in Fort Worth, Texas, US
Free sample dataset from BeamStation
Top 300 Active Restaurant Whales with Email in Fort Worth, Texas, US
This dataset lists 142 high‑volume restaurants in Fort Worth that rank in the top 10 % of their local market for foot traffic and review volume over the past 30 days within a 10 km radius. Each record includes a validated email address and an "Active Heartbeat" signal, indicating the venue is… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/top-300-active-restaurant-whales-with-email-in-fort-worth-texas-us-319469.restaurant-verified-email-access-in-fort-worth-texas-us-417486
Restaurant Verified Email Access in Fort Worth, Texas, 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 298 verified email contacts for independent dining… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/restaurant-verified-email-access-in-fort-worth-texas-us-417486.top-10-active-restaurant-review-whales-in-dallas-fort-worth-arlington-metro-area-tx-us-717833
Top 10% Active Restaurant Review Whales in Dallas-Fort Worth-Arlington Metro Area, TX, 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-10-active-restaurant-review-whales-in-dallas-fort-worth-arlington-metro-area-tx-us-717833.