News

NewsLens analytics surface backed by the FastAPI contract.

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News Source Differentiation

Live FastAPI data

What this page does

Estimate how separable sources are in lens-score space, including within-topic and within-tag modes.

Data Mode

CurrentSnapshot

Analysis Mode

Pooled (topic-confounded)Within-topicWithin-tag

Topic slice

generalworld

Within-Topic Source Differentiation: general

ok

Scope status: ok | Reliability: high (0.99) | Reliability flags: 1

Articles300
Sources10
Lenses12
Permutations20
LOOCV Accuracy22.3%
Baseline Accuracy11.3%
Multivariate F5.7569
Multivariate R²0.1516
Between df9
Within df290
Multivariate p_perm0.0476
LOOCV Accuracy22.3%
Baseline Accuracy11.3%
Evaluated300
Total300
Classification p_perm0.0476

Topic Slice Overview

TopicStatusArticlesSourcesF-statLOOCV Acc
generalok300105.75722.3%
worldunavailable201n/an/a

Tag Slice Overview

TagStatusArticlesSourcesF-statLOOCV Acc
generalok300105.75722.3%
worldunavailable201n/an/a