Alternative data datasets
Browse by provider, category, marketplace, access, delivery and license
jobpostingsamples is a small sample dataset of US job postings published by talanAI. It is distributed in CSV format and is tagged for use with the Hugging Face datasets, pandas, polars, and mlcroissant libraries.
The patent-phrase-similarity dataset is a text corpus that pairs patent terminology for similarity scoring. It is distributed by tasksource and contains roughly 48,548 rows across train, validation and test splits.
Techsalerator's offering merges anonymized mobility signals from various providers to map population movement and location visits in urban cores, business districts, transit corridors, and broader regions.
View source information and access options.
Collection of anchor-positive pairs built from concatenated title, summary, and inclusion criteria fields for individual clinical trials, where each combined text is paired with four related questions for embedding model fine-tuning.
Iteration 2 of a clinical-trials corpus intended for embedding-model training and fine-tuning, enabling tasks such as ranked retrieval, document comparison across two or more anchors, and anchor-versus-chunk similarity scoring, distinguished from the prior release by finer-grained chunk segmentation.
A final anchor-positive pair dataset designed for fine-tuning embedding models on clinical trials, merging consolidated title-summary-inclusion chunk pairs with five-anchor three-positive chunk pairings.
The restaurant_review_sentiment dataset is a small text corpus pairing short restaurant reviews with binary sentiment labels and restaurant and user identifiers. It is hosted on the Hugging Face Hub under an unstated license and has been downloaded only a handful of times.
10-K annual filings from EDGAR in Parquet, tens of thousands of documents. The standard annual-disclosure corpus for fundamentals, risk-factor and management-discussion analysis.
View source information and access options.
The linkedin-job-postings dataset, published by xanderios on Hugging Face, contains a single CSV table of U.S. LinkedIn job listings with about 33,000 rows. It is tagged with a MIT license on the platform, though the underlying LinkedIn terms of service place restrictions on redistribution and use.
The restaurant_reviews dataset, published on the Hugging Face Hub by user yav1327, is a tabular and text collection of restaurant listings paired with user reviews. It is distributed in Parquet format with a single train split of 13,144 rows and an unstated license.
The 2024 Earnings Call Transcript dataset, published by yeong-hwan on Hugging Face, aggregates quarterly earnings call dialogue for individual stock tickers. It is distributed as a JSON table with 1,904 rows in a single train split.
View source information and access options.
The Tech Job Postings & Salary Dataset from Zalize Data contains over 449,000 monthly job postings scraped from public applicant tracking systems at US and EU technology companies. It is distributed as parquet files under a CC BY-NC 4.0 license and is part of the DataForge Open Data program.