Summary controls

Compression ratio: 30% of sentences Damping factor (d): 0.85

Iteration playback

Graph & ranking stats

Sentences (N)—

Graph edges—

Iteration0

Converged at—

Last Δ (max)—

Score range—

Summary sentences—

Top-ranked sentence

Index—

TextRank score—

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TextRank builds a graph where every sentence is a node and edge weights are the overlap-based similarity between sentences. Scores update by power iteration of a damped PageRank recurrence: score(i) = (1−d)/N + d·Σⱼ w(j,i)/Σₖw(j,k)·score(j). The top-scoring sentences, re-ordered to match the original document, form the extracted summary.