cis5190
Datasets
All datasets matching “cis5190”cis5190-news-headlines
CIS 5190 News Headlines
This private dataset contains cleaned news headlines collected for a binary
news-source classification project. Each row contains a normalized headline,
source label, integer label, source URL when available, date when available,
and source file provenance.
Files
data/full.parquet: canonical cleaned dataset.
data/balanced.parquet: class-balanced subset.
data/train.parquet, data/validation.parquet, data/test.parquet: temporal
80/10/10 split of… See the full description on the dataset page: https://huggingface.co/datasets/mayaaah/cis5190-news-headlines.cis5190-fox-nbc-headlines
License
Code and metadata under MIT. Headlines retain their original copyrights.
cis5190-news-headlinescis5190-fox-vs-nbc
Fox News vs NBC News headlines (CIS 4190/5190 Spring 2026)
A binary text-classification corpus of 5,225 news headlines, scraped from FoxNews.com and NBCNews.com.
Schema
Column
Type
Description
headline
string
The article headline (suffixes like "
source
string
FoxNews or NBC.
publish_date
string
ISO date (YYYY-MM-DD) from the article's structured metadata.
year
int
Year extracted from publish_date.
url
string
Source article URL.
source_split
string… See the full description on the dataset page: https://huggingface.co/datasets/Petrvsky/cis5190-fox-vs-nbc.CIS5190_2025Spring_YZR_WXY_ZXQ_Largecis5190-25f-projectb-8k5-combined
CIS 5190 Project B – 8.5K Combined News URL Dataset
Dataset Description
This dataset was created for CIS 5190 (Applied Machine Learning), Fall 2025,
Project B at the University of Pennsylvania.
The dataset is designed for a news source classification task.
It consists of 8,500 samples, where each sample contains a single URL
corresponding to a news article published by a specific news outlet
(e.g., Fox News, NBC News).
Each URL is treated as raw textual input.… See the full description on the dataset page: https://huggingface.co/datasets/xinjiehu76/cis5190-25f-projectb-8k5-combined.