Detection, audio and scene analysis across every frame of The Notebook — derived from object recognition, transcript alignment and shot segmentation.
The Notebook clocks in with a jarringly intense 66 out of 100, a score that eclipses six other Romance films, including the genre average of 51.
3,344unique people spotted (90% of frames)
"love" is said 40 times — once every 3.1 minutes.
Rachel McAdams is on screen for 31 of 124 minutes — 25% of the runtime.
The longest stretch of silence runs 6 min 30 sec — no dialogue at all.
Only 17.2% of all detected faces are smiling across the entire film.
At 117 BPM, the score sets a slow, meditative pace throughout.
1,773unique words spoken out of 7,935 total — a vocabulary richness of 22.3%.
AI detected 65 unique object types across 95,444 frame-by-frame detections.
619unique chairs spotted (12% of frames)
269unique cars spotted (6% of frames)
186unique trucks spotted (3% of frames)
67unique beds spotted (3% of frames)
178unique ties spotted (4% of frames)
119unique cups spotted (2% of frames)
96unique potted plants spotted (3% of frames)
87unique bottles spotted (2% of frames)
52unique vases spotted (2% of frames)
Features 120 dog appearances
2,313cars spotted (vehicle-heavy film)
Contains 17 profanities (0.1 per minute)
Longest silence: 6 minutes of unbroken quiet
Peak dialogue speed: 210 words per minute
29%of frames are close-ups
The film's emotional journey ends on a neutral note
Shot predominantly with warm tones