{ "population": "300 largest U.S. colleges and universities by undergraduate enrollment (UGDS), College Scorecard institution file of Oct 15, 2026", "source_file": "Most-Recent-Cohorts-Institution_10152026.zip", "source_url": "https://ed-public-download.scorecard.network/downloads/Most-Recent-Cohorts-Institution_10152026.zip", "frame_counts": { "rows": 6278, "state_or_dc": 6123, "operating": 6047, "with_url_and_ugds": 5302, "unique_hosts": 4398, "shared_host_dropped": 904, "frame": 300, "ugds_cutoff": 11182 }, "frame": 300, "crawl_date": "2026-11-01", "results": { "readable": 296, "blocked": 3, "error": 1 }, "indicators": { "video_player": { "k": 172, "n": 296, "pct": 58.1 }, "player_element": { "k": 159, "n": 296, "pct": 53.7 }, "autoplay_background_video": { "k": 109, "n": 296, "pct": 36.8 }, "autoplay_hero_video": { "k": 101, "n": 296, "pct": 34.1 }, "youtube_channel_link": { "k": 275, "n": 296, "pct": 92.9 }, "tiktok_link": { "k": 95, "n": 296, "pct": 32.1 }, "instagram_link": { "k": 289, "n": 296, "pct": 97.6 }, "facebook_link": { "k": 289, "n": 296, "pct": 97.6 }, "x_link": { "k": 235, "n": 296, "pct": 79.4 }, "linkedin_link": { "k": 234, "n": 296, "pct": 79.1 }, "virtual_tour_link": { "k": 66, "n": 296, "pct": 22.3 }, "tour_platform_any": { "k": 27, "n": 296, "pct": 9.1 }, "concept3d_map_link": { "k": 15, "n": 296, "pct": 5.1 }, "visit_link": { "k": 236, "n": 296, "pct": 79.7 }, "schedule_visit_link": { "k": 56, "n": 296, "pct": 18.9 } }, "by_control": { "public": { "institutions": 267, "results": { "readable": 263, "blocked": 3, "error": 1 }, "indicators": { "video_player": { "k": 154, "n": 263, "pct": 58.6 }, "player_element": { "k": 142, "n": 263, "pct": 54.0 }, "autoplay_background_video": { "k": 98, "n": 263, "pct": 37.3 }, "autoplay_hero_video": { "k": 91, "n": 263, "pct": 34.6 }, "youtube_channel_link": { "k": 243, "n": 263, "pct": 92.4 }, "tiktok_link": { "k": 76, "n": 263, "pct": 28.9 }, "instagram_link": { "k": 258, "n": 263, "pct": 98.1 }, "facebook_link": { "k": 257, "n": 263, "pct": 97.7 }, "x_link": { "k": 211, "n": 263, "pct": 80.2 }, "linkedin_link": { "k": 205, "n": 263, "pct": 77.9 }, "virtual_tour_link": { "k": 60, "n": 263, "pct": 22.8 }, "tour_platform_any": { "k": 26, "n": 263, "pct": 9.9 }, "concept3d_map_link": { "k": 15, "n": 263, "pct": 5.7 }, "visit_link": { "k": 218, "n": 263, "pct": 82.9 }, "schedule_visit_link": { "k": 53, "n": 263, "pct": 20.2 } } }, "private nonprofit": { "institutions": 23, "results": { "readable": 23 }, "indicators": { "video_player": { "k": 14, "n": 23, "pct": 60.9 }, "player_element": { "k": 13, "n": 23, "pct": 56.5 }, "autoplay_background_video": { "k": 9, "n": 23, "pct": 39.1 }, "autoplay_hero_video": { "k": 8, "n": 23, "pct": 34.8 }, "youtube_channel_link": { "k": 23, "n": 23, "pct": 100.0 }, "tiktok_link": { "k": 13, "n": 23, "pct": 56.5 }, "instagram_link": { "k": 23, "n": 23, "pct": 100.0 }, "facebook_link": { "k": 23, "n": 23, "pct": 100.0 }, "x_link": { "k": 18, "n": 23, "pct": 78.3 }, "linkedin_link": { "k": 20, "n": 23, "pct": 87.0 }, "virtual_tour_link": { "k": 5, "n": 23, "pct": 21.7 }, "tour_platform_any": { "k": 1, "n": 23, "pct": 4.3 }, "concept3d_map_link": { "k": 0, "n": 23, "pct": 0.0 }, "visit_link": { "k": 15, "n": 23, "pct": 65.2 }, "schedule_visit_link": { "k": 2, "n": 23, "pct": 8.7 } } }, "for-profit": { "institutions": 10, "results": { "readable": 10 }, "indicators": { "video_player": { "k": 4, "n": 10, "pct": 40.0 }, "player_element": { "k": 4, "n": 10, "pct": 40.0 }, "autoplay_background_video": { "k": 2, "n": 10, "pct": 20.0 }, "autoplay_hero_video": { "k": 2, "n": 10, "pct": 20.0 }, "youtube_channel_link": { "k": 9, "n": 10, "pct": 90.0 }, "tiktok_link": { "k": 6, "n": 10, "pct": 60.0 }, "instagram_link": { "k": 8, "n": 10, "pct": 80.0 }, "facebook_link": { "k": 9, "n": 10, "pct": 90.0 }, "x_link": { "k": 6, "n": 10, "pct": 60.0 }, "linkedin_link": { "k": 9, "n": 10, "pct": 90.0 }, "virtual_tour_link": { "k": 1, "n": 10, "pct": 10.0 }, "tour_platform_any": { "k": 0, "n": 10, "pct": 0.0 }, "concept3d_map_link": { "k": 0, "n": 10, "pct": 0.0 }, "visit_link": { "k": 3, "n": 10, "pct": 30.0 }, "schedule_visit_link": { "k": 1, "n": 10, "pct": 10.0 } } } }, "by_band": { "top 100": { "institutions": 100, "results": { "readable": 98, "blocked": 1, "error": 1 }, "indicators": { "video_player": { "k": 63, "n": 98, "pct": 64.3 }, "player_element": { "k": 57, "n": 98, "pct": 58.2 }, "autoplay_background_video": { "k": 38, "n": 98, "pct": 38.8 }, "autoplay_hero_video": { "k": 36, "n": 98, "pct": 36.7 }, "youtube_channel_link": { "k": 91, "n": 98, "pct": 92.9 }, "tiktok_link": { "k": 27, "n": 98, "pct": 27.6 }, "instagram_link": { "k": 95, "n": 98, "pct": 96.9 }, "facebook_link": { "k": 96, "n": 98, "pct": 98.0 }, "x_link": { "k": 85, "n": 98, "pct": 86.7 }, "linkedin_link": { "k": 80, "n": 98, "pct": 81.6 }, "virtual_tour_link": { "k": 15, "n": 98, "pct": 15.3 }, "tour_platform_any": { "k": 4, "n": 98, "pct": 4.1 }, "concept3d_map_link": { "k": 2, "n": 98, "pct": 2.0 }, "visit_link": { "k": 77, "n": 98, "pct": 78.6 }, "schedule_visit_link": { "k": 22, "n": 98, "pct": 22.4 } } }, "101-300": { "institutions": 200, "results": { "readable": 198, "blocked": 2 }, "indicators": { "video_player": { "k": 109, "n": 198, "pct": 55.1 }, "player_element": { "k": 102, "n": 198, "pct": 51.5 }, "autoplay_background_video": { "k": 71, "n": 198, "pct": 35.9 }, "autoplay_hero_video": { "k": 65, "n": 198, "pct": 32.8 }, "youtube_channel_link": { "k": 184, "n": 198, "pct": 92.9 }, "tiktok_link": { "k": 68, "n": 198, "pct": 34.3 }, "instagram_link": { "k": 194, "n": 198, "pct": 98.0 }, "facebook_link": { "k": 193, "n": 198, "pct": 97.5 }, "x_link": { "k": 150, "n": 198, "pct": 75.8 }, "linkedin_link": { "k": 154, "n": 198, "pct": 77.8 }, "virtual_tour_link": { "k": 51, "n": 198, "pct": 25.8 }, "tour_platform_any": { "k": 23, "n": 198, "pct": 11.6 }, "concept3d_map_link": { "k": 13, "n": 198, "pct": 6.6 }, "visit_link": { "k": 159, "n": 198, "pct": 80.3 }, "schedule_visit_link": { "k": 34, "n": 198, "pct": 17.2 } } } }, "distance_only": { "institutions": 6, "results": { "readable": 6 }, "indicators": { "video_player": { "k": 3, "n": 6, "pct": 50.0 }, "player_element": { "k": 3, "n": 6, "pct": 50.0 }, "autoplay_background_video": { "k": 1, "n": 6, "pct": 16.7 }, "autoplay_hero_video": { "k": 1, "n": 6, "pct": 16.7 }, "youtube_channel_link": { "k": 5, "n": 6, "pct": 83.3 }, "tiktok_link": { "k": 3, "n": 6, "pct": 50.0 }, "instagram_link": { "k": 5, "n": 6, "pct": 83.3 }, "facebook_link": { "k": 5, "n": 6, "pct": 83.3 }, "x_link": { "k": 3, "n": 6, "pct": 50.0 }, "linkedin_link": { "k": 5, "n": 6, "pct": 83.3 }, "virtual_tour_link": { "k": 0, "n": 6, "pct": 0.0 }, "tour_platform_any": { "k": 0, "n": 6, "pct": 0.0 }, "concept3d_map_link": { "k": 0, "n": 6, "pct": 0.0 }, "visit_link": { "k": 0, "n": 6, "pct": 0.0 }, "schedule_visit_link": { "k": 0, "n": 6, "pct": 0.0 } } }, "not_distance_only": { "institutions": 294, "results": { "readable": 290, "blocked": 3, "error": 1 }, "indicators": { "video_player": { "k": 169, "n": 290, "pct": 58.3 }, "player_element": { "k": 156, "n": 290, "pct": 53.8 }, "autoplay_background_video": { "k": 108, "n": 290, "pct": 37.2 }, "autoplay_hero_video": { "k": 100, "n": 290, "pct": 34.5 }, "youtube_channel_link": { "k": 270, "n": 290, "pct": 93.1 }, "tiktok_link": { "k": 92, "n": 290, "pct": 31.7 }, "instagram_link": { "k": 284, "n": 290, "pct": 97.9 }, "facebook_link": { "k": 284, "n": 290, "pct": 97.9 }, "x_link": { "k": 232, "n": 290, "pct": 80.0 }, "linkedin_link": { "k": 229, "n": 290, "pct": 79.0 }, "virtual_tour_link": { "k": 66, "n": 290, "pct": 22.8 }, "tour_platform_any": { "k": 27, "n": 290, "pct": 9.3 }, "concept3d_map_link": { "k": 15, "n": 290, "pct": 5.2 }, "visit_link": { "k": 236, "n": 290, "pct": 81.4 }, "schedule_visit_link": { "k": 56, "n": 290, "pct": 19.3 } } }, "by_predominant_degree": { "certificate": { "institutions": 34, "results": { "readable": 33, "blocked": 1 }, "indicators": { "video_player": { "k": 15, "n": 33, "pct": 45.5 }, "player_element": { "k": 14, "n": 33, "pct": 42.4 }, "autoplay_background_video": { "k": 8, "n": 33, "pct": 24.2 }, "autoplay_hero_video": { "k": 8, "n": 33, "pct": 24.2 }, "youtube_channel_link": { "k": 30, "n": 33, "pct": 90.9 }, "tiktok_link": { "k": 6, "n": 33, "pct": 18.2 }, "instagram_link": { "k": 32, "n": 33, "pct": 97.0 }, "facebook_link": { "k": 32, "n": 33, "pct": 97.0 }, "x_link": { "k": 25, "n": 33, "pct": 75.8 }, "linkedin_link": { "k": 24, "n": 33, "pct": 72.7 }, "virtual_tour_link": { "k": 1, "n": 33, "pct": 3.0 }, "tour_platform_any": { "k": 1, "n": 33, "pct": 3.0 }, "concept3d_map_link": { "k": 2, "n": 33, "pct": 6.1 }, "visit_link": { "k": 13, "n": 33, "pct": 39.4 }, "schedule_visit_link": { "k": 2, "n": 33, "pct": 6.1 } } }, "associate": { "institutions": 68, "results": { "readable": 68 }, "indicators": { "video_player": { "k": 37, "n": 68, "pct": 54.4 }, "player_element": { "k": 35, "n": 68, "pct": 51.5 }, "autoplay_background_video": { "k": 25, "n": 68, "pct": 36.8 }, "autoplay_hero_video": { "k": 24, "n": 68, "pct": 35.3 }, "youtube_channel_link": { "k": 64, "n": 68, "pct": 94.1 }, "tiktok_link": { "k": 15, "n": 68, "pct": 22.1 }, "instagram_link": { "k": 67, "n": 68, "pct": 98.5 }, "facebook_link": { "k": 67, "n": 68, "pct": 98.5 }, "x_link": { "k": 50, "n": 68, "pct": 73.5 }, "linkedin_link": { "k": 51, "n": 68, "pct": 75.0 }, "virtual_tour_link": { "k": 12, "n": 68, "pct": 17.6 }, "tour_platform_any": { "k": 5, "n": 68, "pct": 7.4 }, "concept3d_map_link": { "k": 2, "n": 68, "pct": 2.9 }, "visit_link": { "k": 50, "n": 68, "pct": 73.5 }, "schedule_visit_link": { "k": 4, "n": 68, "pct": 5.9 } } }, "bachelor": { "institutions": 198, "results": { "readable": 195, "blocked": 2, "error": 1 }, "indicators": { "video_player": { "k": 120, "n": 195, "pct": 61.5 }, "player_element": { "k": 110, "n": 195, "pct": 56.4 }, "autoplay_background_video": { "k": 76, "n": 195, "pct": 39.0 }, "autoplay_hero_video": { "k": 69, "n": 195, "pct": 35.4 }, "youtube_channel_link": { "k": 181, "n": 195, "pct": 92.8 }, "tiktok_link": { "k": 74, "n": 195, "pct": 37.9 }, "instagram_link": { "k": 190, "n": 195, "pct": 97.4 }, "facebook_link": { "k": 190, "n": 195, "pct": 97.4 }, "x_link": { "k": 160, "n": 195, "pct": 82.1 }, "linkedin_link": { "k": 159, "n": 195, "pct": 81.5 }, "virtual_tour_link": { "k": 53, "n": 195, "pct": 27.2 }, "tour_platform_any": { "k": 21, "n": 195, "pct": 10.8 }, "concept3d_map_link": { "k": 11, "n": 195, "pct": 5.6 }, "visit_link": { "k": 173, "n": 195, "pct": 88.7 }, "schedule_visit_link": { "k": 50, "n": 195, "pct": 25.6 } } } }, "video_hosts": { "pages_with_video": 172, "counts": { "native