datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
markers_bmai-writing-markers
ai-writing-markers
A curated, source-backed catalogue of textual markers associated with AI-generated
(LLM) writing, plus a small dependency-free Python checker that scans your text for
them.
Use it to audit and edit your own drafts, to teach what "AI voice" looks like,
or as a machine-readable dataset (markers.json) for other tools.
[!WARNING]
This is not an AI detector. These markers are weak signals, not proof of
authorship. Independent studies report false-positive rates… See the full description on the dataset page: https://huggingface.co/datasets/humzakt/ai-writing-markers.markers-tip-binary
Markers Grip Dataset — Binary Tip Size
Purpose
Educational dataset for binary tabular classification predicting marker tip style (fine vs bold) from physical/container features.
Dataset composition
Original split: 30 unique, real‑world measurements (no duplicates).
Augmented split: 300 rows via label‑preserving Gaussian jitter of numeric features.
Features (5): container_length_mm (int), grip_diameter_mm (float), length_to_diameter (float), ink_family (str)… See the full description on the dataset page: https://huggingface.co/datasets/0408happyfeet/markers-tip-binary.so101_grab_markers_preprocessediati-policy-markers
International Aid Transparency Initiative (IATI) Policy Marker Dataset
A multi-purpose dataset including all activity title and description text published to IATI with metadata for policy markers.
For more information on IATI policy markers, see the element page on the IATI Standard Website.
IATI is a living data source, and this dataset was last updated on 21 August, 2024. For the code to generate an updated version of this dataset, please see my Github repository here.
For any… See the full description on the dataset page: https://huggingface.co/datasets/devinitorg/iati-policy-markers.llm-refusal-markers-tr
Turkish LLM Refusal Markers
from datasets import load_dataset
ds = load_dataset("fevziegeyurtsevenler/llm-refusal-markers-tr")
18 Turkish refusal markers (strong vs weak) for detecting genuine refusals when evaluating Turkish LLM safety / red-team results. Strong markers = explicit negation; weak = filler that alone doesn't prove refusal.
Useful to avoid mislabeling: a response echoing an attack word but containing a strong refusal marker is a defended case, not a leak. marker… See the full description on the dataset page: https://huggingface.co/datasets/fevziegeyurtsevenler/llm-refusal-markers-tr.hebrew-trc-special-markersssa-breast-systemic-immune-markers
SSA Breast Systemic Immune Markers Dataset (Women, Multi-ancestry) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/ssa-breast-systemic-immune-markers.pens-markers-tabular-dataset-2025
Dataset Card for keerthikoganti/pens-markers-tabular-dataset-2025
Dataset Details
Dataset Description
This dataset contains measurements and categorical attributes of common pens like Pilot, Bic, Sharpie. It was created as a class exercise for supervised learning on tabular data, supporting both regression by predicting line width and classification such as “thick vs. thin” line.
Curated by: Fall 2025 24-679 course at Carnegie Mellon University
Shared by :… See the full description on the dataset page: https://huggingface.co/datasets/keerthikoganti/pens-markers-tabular-dataset-2025.markers_bmtrc-hebrew-no-special-markers