News Headlines
Daily local Toronto news stories from Jan 19, 2021 - Feb 14, 2021
What's being reported on in Toronto?
What news data looks like
Headline and news description collected daily from Bing News API
This data was feed into through natural language processing (NLP) models to generate topic, sentiment, and keywords data
Pretrained NLP models provided by Hugging Face
3 news headline samples
Most popular keywords
Explore top news keywords by category with at least 30 hits
Topics Trending
News related to health (mostly COVID-19) decreased steadily throughout 2021
Other catorgories show no clear trend
Weekday vs Weekend News
Weekend news shifts towards sports stories vs more business and health stories during weekdays
News Sentiment
Sentiment analysis by topic shows a few trends
Sources: Bing API (News)
Models: Facebook Bart (topics); Roberta (NER keywords); Cardiffnlp (Sentiment Analysis)