Detection, audio and scene analysis across every frame of WALL-E — derived from object recognition, transcript alignment and shot segmentation.
WALL-E defies traditional drama expectations, boasting 71% daytime scenes, a rate that crushes 17 out of 17 other dramas, averaging 36%.
732unique people spotted (21% of frames)
"earth" is said 14 times — once every 7.0 minutes.
The longest stretch of silence runs 16 min 46 sec — no dialogue at all.
Only 4.9% of all detected faces are smiling across the entire film.
At 117 BPM, the score sets a slow, meditative pace throughout.
754unique words spoken out of 1,742 total — a vocabulary richness of 43.3%.
AI detected 120 unique object types across 22,934 frame-by-frame detections.
Armored vehicles appear in 8% of frames
107unique trucks spotted (3% of frames)
93unique airplanes spotted (3% of frames)
94unique cups spotted (2% of frames)
98unique tvs spotted (2% of frames)
99unique suitcases spotted (2% of frames)
99unique chairs spotted (2% of frames)
94unique trains spotted (2% of frames)
Posters appear in 2% of frames
75weapon appearances (1 per minute)
Longest silence: 17 minutes of unbroken quiet
Fear is the dominant emotion (39% of face detections)
Only 4.9% of face detections are smiling
The film's emotional journey ends on a neutral note
Shot predominantly with warm tones