Analysis Dashboard

Multi-dimensional analysis of 16,549 articles

75
Avg Reliability
1
Avg Clickbait
3
Sponsored
0
High Clickbait

Content Type Distribution

news12129 (73%)
project2836 (17%)
discussion902 (5%)
product launch250 (2%)
review157 (1%)
tutorial140 (1%)
analysis99 (1%)
opinion33 (0%)
sponsored3 (0%)

Sentiment Distribution

positive3187 (19%)
neutral10414 (63%)
negative2948 (18%)

Reliability Range

45
Min
95
Max

Top Sources by Volume

SourceArticlesTypeReliability
github.com2807project90/100
youtube.com420news60/100
twitter.com201news70/100
nytimes.com178news83/100
en.wikipedia.org163news70/100
theguardian.com157news82/100
arxiv.org152news70/100
wsj.com127news82/100
theregister.com117news76/100
reuters.com110news92/100
arstechnica.com100news85/100
medium.com88news50/100
bbc.com84news90/100
bloomberg.com83news83/100
ft.com75news85/100

Content analysis uses automated pattern-based scoring: reliability scores combine MBFC data with platform defaults, clickbait detection uses title pattern matching, sponsor detection uses keyword and phrase analysis, and sentiment uses VADER (Valence Aware Dictionary and sEntiment Reasoner). These are automated assessments and may not capture the full nuance of individual articles.