Alternative data datasets
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sec-filings is a Hugging Face dataset published by Sicheng-Chroma that distributes pre-chunked U.S. SEC filings paired with dense vector embeddings. It is distributed in optimized Parquet format and is intended for retrieval and similarity research over regulatory disclosures.
stock_market_dataset is a Hugging Face community dataset published by SkyWalkertT1 that aggregates short Turkish-language market commentary paired with sentiment labels. It is distributed under an MIT-licensed CSV format and is intended for text-classification and token-classification tasks rather than live trading signals.
Earnings Call Transcript Lite is a small public-records dataset of corporate earnings call transcripts paired with short reference summaries. It is distributed as a CSV and is published on the Hugging Face Hub under an unstated license.
tech-job-postings-labeled is a small public dataset of labeled technology job postings published on Hugging Face by SuhaibAtef. It comprises roughly 8,000 records tagged with source labels and is distributed in JSON.
Vector embeddings of Apple patent text totalling about 4 million entries, stored as parquet shards with a 768-dimensional float64 feature per record.
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.
A collection of Parquet files providing one record per Chinese invention patent family granted between 2003 and 2019, capturing a cumulative quality assessment pipeline that includes metrics such as semantic knowledge recombination, strict historical semantic novelty, and IPC-based robustness measures across global patent publications.
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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.
chem-patent-eval-assets is a small image-folder dataset published under the vietmed namespace, evidently paired with a chemistry-patent evaluation task. The license and broader provenance are not stated, and only 363 training rows are documented on its dataset card.
Dataset card entry for "filtered_yelp_restaurant_reviews" with additional details required.
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.
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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.
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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.