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02/25/2026 2:28 PM
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Indexable
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User: bertha.giess - beauty - indifferent - 73 | Age group: Older Teenagers (16-17)
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INTERACTIONS (raw, with duplicates) : 846 videos | avg duration: 77.76s | total watch time: 18.27h | unique video_ids: 562
INTERACTIONS (deduplicated) : 607 videos | avg duration: 54.33s | total watch time: 9.16h | unique video_ids: 562
VISION DATA (raw, with duplicates) : 976 total | 731 with is_ad (paper 'Total Records')
VISION DATA (raw, non-null dur) : 871 videos | avg duration: 77.19s | total watch time: 18.68h | unique video_ids: 586
VISION DATA (deduplicated) : 687 total | 681 with is_ad
VISION DATA (dedup, non-null dur) : 632 videos | avg duration: 54.47s | total watch time: 9.56h | unique video_ids: 586
Duplicates removed (interactions) : 239
Duplicates removed (vision) : 289
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VIDEO ID OVERLAP (interactions dedup vs vision):
Common to both : 562
Only in interactions: 0
Only in vision : 24
Jaccard similarity : 95.9%
AVG DURATION (overlapping videos only):
From interactions : 56.98s
From vision : 56.98s
Difference : 0.00s
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User: gottfried.ruppert - politics - indifferent - 76 | Age group: Older Teenagers (16-17)
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INTERACTIONS (raw, with duplicates) : 1203 videos | avg duration: 49.58s | total watch time: 16.57h | unique video_ids: 901
INTERACTIONS (deduplicated) : 975 videos | avg duration: 42.67s | total watch time: 11.56h | unique video_ids: 901
VISION DATA (raw, with duplicates) : 1432 total | 1181 with is_ad (paper 'Total Records')
VISION DATA (raw, non-null dur) : 1228 videos | avg duration: 51.68s | total watch time: 17.63h | unique video_ids: 921
VISION DATA (deduplicated) : 1107 total | 1084 with is_ad
VISION DATA (dedup, non-null dur) : 1000 videos | avg duration: 45.42s | total watch time: 12.62h | unique video_ids: 921
Duplicates removed (interactions) : 228
Duplicates removed (vision) : 325
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VIDEO ID OVERLAP (interactions dedup vs vision):
Common to both : 901
Only in interactions: 0
Only in vision : 20
Jaccard similarity : 97.8%
AVG DURATION (overlapping videos only):
From interactions : 44.24s
From vision : 44.24s
Difference : 0.00s
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User: iris.nohlmans - beauty - indifferent - 77 | Age group: Young Adults (18-24)
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INTERACTIONS (raw, with duplicates) : 1035 videos | avg duration: 35.62s | total watch time: 10.24h | unique video_ids: 1019
INTERACTIONS (deduplicated) : 1030 videos | avg duration: 35.04s | total watch time: 10.03h | unique video_ids: 1019
VISION DATA (raw, with duplicates) : 1239 total | 1225 with is_ad (paper 'Total Records')
VISION DATA (raw, non-null dur) : 1060 videos | avg duration: 35.95s | total watch time: 10.58h | unique video_ids: 1044
VISION DATA (deduplicated) : 1154 total | 1145 with is_ad
VISION DATA (dedup, non-null dur) : 1055 videos | avg duration: 35.38s | total watch time: 10.37h | unique video_ids: 1044
Duplicates removed (interactions) : 5
Duplicates removed (vision) : 85
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VIDEO ID OVERLAP (interactions dedup vs vision):
Common to both : 1019
Only in interactions: 0
Only in vision : 25
Jaccard similarity : 97.6%
AVG DURATION (overlapping videos only):
From interactions : 35.30s
From vision : 35.30s
Difference : 0.00s
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User: magrit.sussebier - gaming - indifferent - 78 | Age group: Young Adults (18-24)
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INTERACTIONS (raw, with duplicates) : 1301 videos | avg duration: 31.21s | total watch time: 11.28h | unique video_ids: 1149
INTERACTIONS (deduplicated) : 1300 videos | avg duration: 31.12s | total watch time: 11.24h | unique video_ids: 1149
VISION DATA (raw, with duplicates) : 1469 total | 1391 with is_ad (paper 'Total Records')
VISION DATA (raw, non-null dur) : 1326 videos | avg duration: 31.29s | total watch time: 11.52h | unique video_ids: 1174
VISION DATA (deduplicated) : 1424 total | 1347 with is_ad
VISION DATA (dedup, non-null dur) : 1325 videos | avg duration: 31.20s | total watch time: 11.48h | unique video_ids: 1174
Duplicates removed (interactions) : 1
Duplicates removed (vision) : 45
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VIDEO ID OVERLAP (interactions dedup vs vision):
Common to both : 1149
Only in interactions: 0
Only in vision : 25
Jaccard similarity : 97.9%
AVG DURATION (overlapping videos only):
From interactions : 29.29s
From vision : 29.34s
Difference : 0.05s
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User: margita.jungfer - gaming - indifferent - 81 | Age group: Older Teenagers (16-17)
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INTERACTIONS (raw, with duplicates) : 891 videos | avg duration: 28.48s | total watch time: 7.05h | unique video_ids: 832
INTERACTIONS (deduplicated) : 835 videos | avg duration: 29.85s | total watch time: 6.92h | unique video_ids: 832
VISION DATA (raw, with duplicates) : 1043 total | 984 with is_ad (paper 'Total Records')
VISION DATA (raw, non-null dur) : 916 videos | avg duration: 28.55s | total watch time: 7.26h | unique video_ids: 857
VISION DATA (deduplicated) : 933 total | 930 with is_ad
VISION DATA (dedup, non-null dur) : 860 videos | avg duration: 29.88s | total watch time: 7.14h | unique video_ids: 857
Duplicates removed (interactions) : 56
Duplicates removed (vision) : 110
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VIDEO ID OVERLAP (interactions dedup vs vision):
Common to both : 832
Only in interactions: 0
Only in vision : 25
Jaccard similarity : 97.1%
AVG DURATION (overlapping videos only):
From interactions : 29.91s
From vision : 29.91s
Difference : 0.00s
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User: matthias.jungfer - fitness - indifferent - 79 | Age group: Young Adults (18-24)
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INTERACTIONS (raw, with duplicates) : 2426 videos | avg duration: 13.55s | total watch time: 9.13h | unique video_ids: 2167
INTERACTIONS (deduplicated) : 2424 videos | avg duration: 13.55s | total watch time: 9.13h | unique video_ids: 2167
VISION DATA (raw, with duplicates) : 2760 total | 2611 with is_ad (paper 'Total Records')
VISION DATA (raw, non-null dur) : 2451 videos | avg duration: 13.66s | total watch time: 9.30h | unique video_ids: 2192
VISION DATA (deduplicated) : 2616 total | 2469 with is_ad
VISION DATA (dedup, non-null dur) : 2449 videos | avg duration: 13.66s | total watch time: 9.29h | unique video_ids: 2192
Duplicates removed (interactions) : 2
Duplicates removed (vision) : 144
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VIDEO ID OVERLAP (interactions dedup vs vision):
Common to both : 2167
Only in interactions: 0
Only in vision : 25
Jaccard similarity : 98.9%
AVG DURATION (overlapping videos only):
From interactions : 13.27s
From vision : 13.27s
Difference : 0.00s
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User: roy.langern - politics - indifferent - 80 | Age group: Young Adults (18-24)
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INTERACTIONS (raw, with duplicates) : 495 videos | avg duration: 88.51s | total watch time: 12.17h | unique video_ids: 471
INTERACTIONS (deduplicated) : 495 videos | avg duration: 88.51s | total watch time: 12.17h | unique video_ids: 471
VISION DATA (raw, with duplicates) : 605 total | 597 with is_ad (paper 'Total Records')
VISION DATA (raw, non-null dur) : 520 videos | avg duration: 89.18s | total watch time: 12.88h | unique video_ids: 496
VISION DATA (deduplicated) : 564 total | 556 with is_ad
VISION DATA (dedup, non-null dur) : 520 videos | avg duration: 89.18s | total watch time: 12.88h | unique video_ids: 496
Duplicates removed (interactions) : 0
Duplicates removed (vision) : 41
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VIDEO ID OVERLAP (interactions dedup vs vision):
Common to both : 471
Only in interactions: 0
Only in vision : 25
Jaccard similarity : 95.0%
AVG DURATION (overlapping videos only):
From interactions : 90.96s
From vision : 90.96s
Difference : 0.00s
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User: willibert.lower - fitness - indifferent - 75 | Age group: Older Teenagers (16-17)
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INTERACTIONS (raw, with duplicates) : 1064 videos | avg duration: 96.52s | total watch time: 28.53h | unique video_ids: 837
INTERACTIONS (deduplicated) : 848 videos | avg duration: 36.37s | total watch time: 8.57h | unique video_ids: 837
VISION DATA (raw, with duplicates) : 1262 total | 1035 with is_ad (paper 'Total Records')
VISION DATA (raw, non-null dur) : 1089 videos | avg duration: 95.08s | total watch time: 28.76h | unique video_ids: 862
VISION DATA (deduplicated) : 961 total | 950 with is_ad
VISION DATA (dedup, non-null dur) : 873 videos | avg duration: 36.29s | total watch time: 8.80h | unique video_ids: 862
Duplicates removed (interactions) : 216
Duplicates removed (vision) : 301
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VIDEO ID OVERLAP (interactions dedup vs vision):
Common to both : 837
Only in interactions: 0
Only in vision : 25
Jaccard similarity : 97.1%
AVG DURATION (overlapping videos only):
From interactions : 35.84s
From vision : 35.84s
Difference : 0.00s
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AGE GROUP SUMMARY
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Group | Interact. raw | Interact. dedup | Vision raw |
Vision dedup
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Older Teenagers (16-17) | 4004 vid, avg 63.31s, total 70.42h | 3265 vid, avg 39.92s, total 36.21h | 4104 vid, avg 63.45s, total 72.33h | 3365 vid, avg 40.78s, total
38.12h
Young Adults (18-24) | 5257 vid, avg 29.32s, total 42.82h | 5249 vid, avg 29.19s, total 42.56h | 5357 vid, avg 29.76s, total 44.29h | 5349 vid, avg 29.63s, total
44.03h
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TOTAL | 9261 vid, avg 44.02s, total 113.24h | 8514 vid, avg 33.31s, total 78.77h | 9461 vid, avg 44.38s, total 116.62h | 8714 vid, avg 33.94s, total
82.15h
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