datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
zomi-monolingual-corpus
Zomi Monolingual Corpus v1.0
The Zomi Monolingual Corpus v1.0 contains 363,401 cleaned, deduplicated,
reviewed, and permission-approved Zomi sentences. Zomi is represented with the
ISO 639-3 language code ctd (Tedim Chin).
Quick start
from datasets import load_dataset
dataset = load_dataset("LianHong/zomi-monolingual-corpus", split="train")
print(dataset.num_rows) # 363401
print(dataset[0]["zomi_text"])
Data fields
Field
Type
Description… See the full description on the dataset page: https://huggingface.co/datasets/LianHong/zomi-monolingual-corpus.ru_sentiment_dataset
Dataset with sentiment of Russian text
Contains aggregated dataset of Russian texts from 6 datasets.
Labels meaning
0: NEUTRAL
1: POSITIVE
2: NEGATIVE
Datasets
Sentiment Analysis in Russian
Sentiments (positive, negative or neutral) of news in russian language from Kaggle competition.
Russian Language Toxic Comments
Small dataset with labeled comments from 2ch.hk and pikabu.ru.
Dataset of car reviews for machine learning (sentiment analysis)
Glazkova A.… See the full description on the dataset page: https://huggingface.co/datasets/MonoHime/ru_sentiment_dataset.vgg-monoaudio
VGG-MonoAudio
A curated evaluation benchmark designed for text-conditioned selective video-to-audio (V2A) generation.
VGG-MonoAudio overview.
TL;DR
VGG-MonoAudio comprises triplets of video (featuring multiple visible sound sources), text (identifying the target source), and audio (containing only the clean, isolated target sound).
It is constructed by visually mixing single-source clips from VGGSound and UnAV-100 while retaining only the specific… See the full description on the dataset page: https://huggingface.co/datasets/jnwnlee/vgg-monoaudio.wird_gest_wifi_gesture_monostatic_intel
WIRD-GEST Dataset
Gesture recognition dataset collected via monostatic full-duplex Wi-Fi sensing on commercial off-the-shelf (COTS) laptops — no external sensors, no dedicated transmitter, no hardware modification of any kind.
Accompanying paper: "WIRD-GEST: Gesture Recognition in the Real World Using Active Range-Doppler Wi-Fi Sensing on COTS Hardware" (Sanson et al., 2025).
Key Innovation: Monostatic Sensing
Most Wi-Fi sensing datasets use a bistatic setup: a… See the full description on the dataset page: https://huggingface.co/datasets/JessicaSanson/wird_gest_wifi_gesture_monostatic_intel.program_peacemonotonicity-entailment@inproceedings{yanaka-etal-2019-neural,
title = "Can Neural Networks Understand Monotonicity Reasoning?",
author = "Yanaka, Hitomi and
Mineshima, Koji and
Bekki, Daisuke and
Inui, Kentaro and
Sekine, Satoshi and
Abzianidze, Lasha and
Bos, Johan",
booktitle = "Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP",
year = "2019",
pages = "31--40",
}
mrj-mono-textassamese-monolingual-corpus
Assamese Monolingual Corpus (2025)
A high-quality, sentence-level Assamese monolingual dataset containing 1.61 million cleaned, segmented, and deduplicated sentences in Bengali script. This corpus supports Assamese NLP development, language modeling, and public deployment for Northeast India.
Dataset Summary
Language: Assamese (Bengali script)
Size: 1,613,879 sentences
Format: Plain text CSV (text column)
Total tokens: 77,427,585 (using IndicBERTv2 tokenizer)… See the full description on the dataset page: https://huggingface.co/datasets/MWirelabs/assamese-monolingual-corpus.bhasaflow-khasi-monolingual-corpus-v1
BhasaFlow Khasi Monolingual Corpus v1
By Medharvix Systems Private Limited
Overview
A curated monolingual Khasi text corpus for language modeling, NLP research, and linguistic analysis, with a focus on preserving and digitizing low-resource languages of Northeast India.
Dataset Structure
Column
Description
khasi_sentence
Khasi language sentence
Usage
from datasets import load_dataset
ds =… See the full description on the dataset page: https://huggingface.co/datasets/MEDHARVIX-SYSTEMS/bhasaflow-khasi-monolingual-corpus-v1.assamese-monolingual-corpus
Assamese Monolingual Corpus (2025)
A high-quality, sentence-level Assamese monolingual dataset containing 1.61 million cleaned, segmented, and deduplicated sentences in Bengali script. This corpus supports Assamese NLP development, language modeling, and public deployment for Northeast India.
Dataset Summary
Language: Assamese (Bengali script)
Size: 1,613,879 sentences
Format: Plain text CSV (text column)
Total tokens: 77,427,585 (using IndicBERTv2 tokenizer)… See the full description on the dataset page: https://huggingface.co/datasets/jintz0/assamese-monolingual-corpus.monoling_aebFEM-Khasi-News-Monolingual-Corpus
Khasi Monolingual News Corpus (740K)
Project Attribution & Collaboration
This dataset was collected and curated as part of the research project titled "Financial Empowerment in Meghalaya: AI-Powered Multilingual E-Marketplace for Tribes."
This project is a collaborative research initiative conducted by:
National Law University (NLU) Meghalaya
Indian Institute of Information Technology (IIIT) Guwahati
Contributors:
This dataset is the result of a joint effort by the… See the full description on the dataset page: https://huggingface.co/datasets/Bapynshngain/FEM-Khasi-News-Monolingual-Corpus.the-hhi-monopoly-index-for-new-york-us-275266
The HHI Monopoly Index for New York, US
Free sample dataset from BeamStation
--HHI Dominance--
This dataset provides the Herfindahl‑Hirschman Index (HHI) monopoly measure for businesses operating in New York, US. Updated on a weekly basis, it contains 1,160 records, each representing a firm that mathematically "owns" its local market with a share exceeding 30 % and an HHI contribution above 900 within a 1‑kilometre radius. These entries flag near‑monopoly positions that are… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/the-hhi-monopoly-index-for-new-york-us-275266.monoling_ocithe-hhi-monopoly-index-for-utah-us-266947
The HHI Monopoly Index for Utah, US
Free sample dataset from BeamStation
--HHI Dominance--
Near-monopoly positions in their local market.
Businesses that mathematically "own" their local market (>30% share) with high HHI contribution of >900 within 1km.
Safe, cash-flow-heavy bets that competitors can't easily dislodge.
This dataset, titled The HHI Monopoly Index for Utah, US, provides a weekly‑updated snapshot of market concentration across Utah. It contains 184 records, each… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/the-hhi-monopoly-index-for-utah-us-266947.Emakhuwa-MonolingualBibTeX:
The dataset paper was published in EMNLP 2024.
Please cite as:
@inproceedings{ali-etal-2024-building,
title = "Building Resources for Emakhuwa: Machine Translation and News Classification Benchmarks",
author = "Ali, Felermino D. M. A. and
Lopes Cardoso, Henrique and
Sousa-Silva, Rui",
editor = "Al-Onaizan, Yaser and
Bansal, Mohit and
Chen, Yun-Nung",
booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language… See the full description on the dataset page: https://huggingface.co/datasets/LIACC/Emakhuwa-Monolingual.the-hhi-monopoly-index-for-florida-us-175106
The HHI Monopoly Index for Florida, US
Free sample dataset from BeamStation
--HHI Dominance--
Near-monopoly positions in their local market.
Businesses that mathematically "own" their local market (>30% share) with high HHI contribution of >900 within 1km.
Safe, cash-flow-heavy bets that competitors can't easily dislodge.
This dataset, titled "The HHI Monopoly Index for Florida, US," contains 1,881 records that identify firms exhibiting near‑monopoly characteristics within a… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/the-hhi-monopoly-index-for-florida-us-175106.the-hhi-monopoly-index-for-hawaii-us-333421
The HHI Monopoly Index for Hawaii, US
Free sample dataset from BeamStation
--HHI Dominance--
Near-monopoly positions in their local market.
Businesses that mathematically "own" their local market (>30% share) with high HHI contribution of >900 within 1km.
Safe, cash-flow-heavy bets that competitors can't easily dislodge.
The HHI Monopoly Index for Hawaii dataset provides a weekly snapshot of market concentration across the Hawaiian Islands. It contains 81 records, each representing… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/the-hhi-monopoly-index-for-hawaii-us-333421.the-hhi-monopoly-index-for-oregon-us-140644-140644
The HHI Monopoly Index for Oregon, US
Free sample dataset from BeamStation
The HHI Monopoly Index for Oregon, US dataset captures businesses that hold near‑monopoly positions in their local markets. Each of the 260 weekly‑updated records identifies a firm that mathematically “owns” its area with a market share above 30 % and contributes more than 900 points to the Herfindahl‑Hirschman Index within a 1 kilometer radius. These are cash‑flow‑heavy, safe bets that competitors find… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/the-hhi-monopoly-index-for-oregon-us-140644-140644.the-hhi-monopoly-index-for-wisconsin-us-811280
The HHI Monopoly Index for Wisconsin, US
Free sample dataset from BeamStation
The HHI Monopoly Index for Wisconsin, US dataset provides a weekly snapshot of businesses that hold dominant positions within their local markets across the state. Each record captures a firm’s Herfindahl‑Hirschman Index contribution and market share calculated within a 1‑kilometer radius, highlighting entities that effectively control their immediate competitive landscape. With 455 entries updated every… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/the-hhi-monopoly-index-for-wisconsin-us-811280.gitlab-monolithcheck-for-ai-testmonoling_chrmonoling_npimonoling_quethe-hhi-monopoly-index-for-kansas-us-128815
The HHI Monopoly Index for Kansas, US
Free sample dataset from BeamStation
--HHI Dominance--
Near-monopoly positions in their local market.
Businesses that mathematically own their local market with high HHI contribution within 1km.
Safe, cash-flow-heavy bets that competitors can't easily dislodge.
This dataset covers Kansas and contains 311 records that are refreshed weekly. It is useful for analysts, investors, and market researchers looking to identify dominant local players and… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/the-hhi-monopoly-index-for-kansas-us-128815.monolingual_benthe-hhi-monopoly-index-for-kansas-us-128815-128815
The HHI Monopoly Index for Kansas, US
Free sample dataset from BeamStation
--HHI Dominance--
This dataset provides the Herfindahl‑Hirschman Index (HHI) monopoly measurements for Kansas, covering 316 distinct geographic units. Updated weekly, each record captures the HHI contribution and market‑share threshold that identifies businesses with a dominant (>30%) local position and an HHI contribution exceeding 900 within a 1‑km radius. Analysts, investors, and regional planners can use… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/the-hhi-monopoly-index-for-kansas-us-128815-128815.the-hhi-monopoly-index-for-portland-oregon-us-133333-133333
The HHI Monopoly Index for Portland, Oregon, US
Free sample dataset from BeamStation
The HHI Monopoly Index for Portland, Oregon, US provides a weekly snapshot of market concentration across the city. The dataset contains 22 records, each representing a business or sector that exhibits a strong local presence as measured by the Herfindahl‑Hirschman Index. Updated every week, it highlights entities that hold a dominant share within a kilometer radius, indicating limited competitive… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/the-hhi-monopoly-index-for-portland-oregon-us-133333-133333.deepsolv_ecommerce_chatbot