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модель обучена, графики сделаны,данные проанализированы из датасета

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брилин никита 2026-04-20 23:35:59 +03:00
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category,total_videos,avg_views,median_views,avg_likes,avg_comments,avg_engagement,avg_duration_sec,avg_subscriber_count,pct_verified,avg_clickbait
Autos & Vehicles,295,1935474.76,89323.0,96988.73,12116.45,7.87,747.77,2440766.85,41.0,0.43
Comedy,602,2999409.32,51703.0,144391.22,18876.76,7.57,807.12,2351725.15,38.0,0.44
Education,490,1560697.88,49677.5,88373.51,7662.68,7.64,853.53,2241407.83,40.0,0.46
Entertainment,1218,3777913.81,60079.0,177685.08,20439.61,7.53,748.61,3399595.14,39.0,0.46
Film & Animation,496,2167875.72,41183.0,121397.01,17449.49,7.54,761.41,2888545.65,35.0,0.46
Gaming,1000,4277080.74,60338.5,183756.23,17425.5,7.6,1538.87,3022661.92,40.0,0.45
Howto & Style,420,2035985.54,73331.5,117469.35,11903.5,7.4,786.96,2610956.62,41.0,0.45
Music,1413,2527652.48,57417.0,151667.09,18002.8,7.7,273.17,2592072.57,39.0,0.46
News & Politics,674,3475471.41,63311.0,159646.37,31438.52,7.66,731.15,3385566.17,42.0,0.46
Nonprofits & Activism,205,2471780.43,58147.0,102840.47,13659.3,7.33,712.94,3827599.79,39.0,0.47
People & Blogs,744,3101332.12,60972.5,180993.38,27293.33,7.42,765.72,3224118.04,41.0,0.46
Pets & Animals,327,1851227.29,65586.0,109849.53,11237.99,7.69,747.58,1555399.94,38.0,0.44
Science & Technology,630,2846651.24,57772.5,196156.17,22152.68,7.74,881.59,4027173.69,42.0,0.47
Shorts,199,4206890.79,64695.0,278094.7,24615.14,7.49,36.99,2990056.56,40.0,0.48
Shows,207,4633420.31,67257.0,232833.66,21494.22,7.13,742.17,2569678.55,42.0,0.46
Sports,798,4649919.75,62175.5,260325.56,24826.5,7.59,746.13,2482707.55,41.0,0.46
Travel & Events,282,2082316.91,62104.5,95230.08,16066.52,7.44,724.29,3901219.56,43.0,0.44
1 category total_videos avg_views median_views avg_likes avg_comments avg_engagement avg_duration_sec avg_subscriber_count pct_verified avg_clickbait
2 Autos & Vehicles 295 1935474.76 89323.0 96988.73 12116.45 7.87 747.77 2440766.85 41.0 0.43
3 Comedy 602 2999409.32 51703.0 144391.22 18876.76 7.57 807.12 2351725.15 38.0 0.44
4 Education 490 1560697.88 49677.5 88373.51 7662.68 7.64 853.53 2241407.83 40.0 0.46
5 Entertainment 1218 3777913.81 60079.0 177685.08 20439.61 7.53 748.61 3399595.14 39.0 0.46
6 Film & Animation 496 2167875.72 41183.0 121397.01 17449.49 7.54 761.41 2888545.65 35.0 0.46
7 Gaming 1000 4277080.74 60338.5 183756.23 17425.5 7.6 1538.87 3022661.92 40.0 0.45
8 Howto & Style 420 2035985.54 73331.5 117469.35 11903.5 7.4 786.96 2610956.62 41.0 0.45
9 Music 1413 2527652.48 57417.0 151667.09 18002.8 7.7 273.17 2592072.57 39.0 0.46
10 News & Politics 674 3475471.41 63311.0 159646.37 31438.52 7.66 731.15 3385566.17 42.0 0.46
11 Nonprofits & Activism 205 2471780.43 58147.0 102840.47 13659.3 7.33 712.94 3827599.79 39.0 0.47
12 People & Blogs 744 3101332.12 60972.5 180993.38 27293.33 7.42 765.72 3224118.04 41.0 0.46
13 Pets & Animals 327 1851227.29 65586.0 109849.53 11237.99 7.69 747.58 1555399.94 38.0 0.44
14 Science & Technology 630 2846651.24 57772.5 196156.17 22152.68 7.74 881.59 4027173.69 42.0 0.47
15 Shorts 199 4206890.79 64695.0 278094.7 24615.14 7.49 36.99 2990056.56 40.0 0.48
16 Shows 207 4633420.31 67257.0 232833.66 21494.22 7.13 742.17 2569678.55 42.0 0.46
17 Sports 798 4649919.75 62175.5 260325.56 24826.5 7.59 746.13 2482707.55 41.0 0.46
18 Travel & Events 282 2082316.91 62104.5 95230.08 16066.52 7.44 724.29 3901219.56 43.0 0.44

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