🔍 ViewStats.com YouTube Scraper for all analytics and metrics data A high-performance web scraper for extracting comprehensive YouTube creator analytics from ViewStats.com Whether you're a marketer, researcher, creator, or developer, this tool helps you gather detailed performance data and insights about content creators — perfect for trend analysis, competitive research, and data-driven decision making. ## ✨ Key Features ### ✅ Super simple to get started - All you need is one YouTube handle (e.g., @mrbeast), and then choose what metrics you want ### ✅ Comprehensive Creator Analytics - Scrape creators using their youtube handles (e.g., @mrbeast) - Retrieves detailed performance metrics: subscribers, views, video counts, etc... - Access historical data and growth trends ### ✅ Deep Performance Insights - Extracts 7-day (daily), 28-day (daily), 90-day (weekly), 365-day (weekly), and all-time (weekly) statistics - Detailed video performance for both long-form and short-form content - Revenue estimates and monetization insights ### ✅ Advanced Analytics - Channel averages and performance benchmarks - Future projection data and milestone tracking - Similar channel recommendations - Long vs short content performance comparison ### ✅ Bulk Processing & High Performance - Process multiple creators in a single run - Optimized for speed with concurrent request handling - Built-in retry mechanisms for reliability ### ✅ Structured Data Output - Clean, structured JSON output - Ready for analysis, dashboards, or data pipelines - Comprehensive data points for each creator --- ## 🗂 Use Cases - Marketers & Agencies Track creators’ influence across platforms, compare performance, and identify potential collaborators. - Influencer Managers Vet creators with up-to-date stats, audience growth, and engagement history. - Analysts & Developers Access structured datasets for machine learning, trend analysis, or automation. - Content Creators Benchmark your own growth against competitors and analyze trends over time. - Academics & Researchers Use longitudinal creator data to study platform dynamics and digital influence. --- ## 🔖 Output Example Note: The examples below show the contents of individual key-value store files, not the merged dataset output. ### Basic stats (always included) json { "id": "UCX6OQ3DkcsbYNE6H8uQQuVA", "displayName": "MrBeast", "handle": "mrbeast", "subscriberCount": 416000000, "viewCount": 91305786557, "videoCount": 887, "verified": true, "totalFollowing": 0, "country": "US", "bannerUrl": "https://yt3.googleusercontent.com/5KWiriZZ_KEoEdSMFTJKj2M6vR_XSiRZeQ-ix0cvG3TGZuGoi8sfAjrSiZAP0GzXBkmF8ZGytw", "avatarUrl": "https://yt3.ggpht.com/nxYrc_1_2f77DoBadyxMTmv7ZpRZapHR5jbuYe7PlPd5cIRJxtNNEYyOC0ZsxaDyJJzXrnJiuDE=s800-c-k-c0x00ffffff-no-rj", "globalViewsRanking": 12, "globalSubscribersRanking": 1, "countrySubscriberRanking": 1, "categorySubscriberRanking": 1, "vpv90": 110584326, "recentTests": 0, "totalTests": 0 } ### 1 week stats (optional) json { "stats7": [ { "id": "e3265b521d9a4b98a27a20261b2d8212", "insertedAt": "2025-07-20T06:01:50Z", "subscriberCount": 414000000, "subscriberCountDelta": 0, "viewCount": 90555283959, "viewCountDelta": 87928649, "videoCount": 885, "videoCountDelta": 1, "date": "2025-07-19", "estimatedLowRevenueUsd": 96443, "estimatedHighRevenueUsd": 268127, "estimatedRevenueUsd": 182285, "events": [ { "id": "pzBi1nwDn8U", "date": "2025-07-19", "duration": "long_upload", "type": "long_upload", "viewCount": 108894629, "title": "Survive 100 Days Trapped In A Private Jet, Keep It" } ], "totalUploads": 1, "dayOfWeek": "SATURDAY", "isToday": false }, { "id": "eba3b98e0f704ddf87939552d7b19884", "insertedAt": "2025-07-21T06:02:09Z", "subscriberCount": 415000000, "subscriberCountDelta": 1000000, "viewCount": 90742945408, "viewCountDelta": 187661449, "videoCount": 886, "videoCountDelta": 1, "date": "2025-07-20", "estimatedLowRevenueUsd": 115101, "estimatedHighRevenueUsd": 321019, "estimatedRevenueUsd": 218060, "events": [ { "id": "EiFcNbXBqeo", "date": "2025-07-20", "duration": "short_upload", "type": "short_upload", "viewCount": 90179325, "title": "Jet Engine vs Human for $10k" } ], "totalUploads": 1, "dayOfWeek": "SUNDAY", "isToday": false }, "..." ] } ### 1 Month stats (optional) json { "stats28": [ { "id": "7fd0cb0c2bf448aba518b77e2ee49b30", "insertedAt": "2025-06-29T01:06:45Z", "subscriberCount": 409000000, "subscriberCountDelta": 0, "viewCount": 87974365398, "viewCountDelta": 91224879, "videoCount": 880, "videoCountDelta": 0, "date": "2025-06-28", "estimatedLowRevenueUsd": 32232, "estimatedHighRevenueUsd": 90371, "estimatedRevenueUsd": 61301, "dayOfWeek": "SATURDAY", "isToday": false }, { "id": "5dde9eb4299c40169a837de8af8a2425", "insertedAt": "2025-06-30T06:57:58Z", "subscriberCount": 410000000, "subscriberCountDelta": 1000000, "viewCount": 88187244376, "viewCountDelta": 212878978, "videoCount": 880, "videoCountDelta": 0, "date": "2025-06-29", "estimatedLowRevenueUsd": 70232, "estimatedHighRevenueUsd": 197091, "estimatedRevenueUsd": 133661, "dayOfWeek": "SUNDAY", "isToday": false }, "..." ] } ### 3 Month stats (optional) json { "stats90": [ { "id": "5870a9479cd94a74b0cb2910a1f1592b", "insertedAt": "2025-05-05T06:01:56Z", "subscriberCount": 391000000, "subscriberCountDelta": 0, "viewCount": 81744583480, "viewCountDelta": 0, "videoCount": 867, "videoCountDelta": 0, "date": "2025-04-28", "estimatedLowRevenueUsd": 0, "estimatedHighRevenueUsd": 0, "estimatedRevenueUsd": 0, "events": [ { "id": "3dxksf0CzS8", "date": "2025-05-02", "duration": "short_upload", "type": "short_upload", "viewCount": 216878179, "title": "World's Fastest Robbers" } ], "totalUploads": 2, "dayOfWeek": "SUNDAY", "isToday": false }, { "id": "b8c9e03e113241f495f45e105f7e2ac2", "insertedAt": "2025-05-12T06:02:14Z", "subscriberCount": 393000000, "subscriberCountDelta": 2000000, "viewCount": 82348643560, "viewCountDelta": 604060080, "videoCount": 870, "videoCountDelta": 3, "date": "2025-05-05", "estimatedLowRevenueUsd": 215568, "estimatedHighRevenueUsd": 604332, "estimatedRevenueUsd": 409950, "events": [ { "id": "-4GmbBoYQjE", "date": "2025-05-10", "duration": "long_upload", "type": "long_upload", "viewCount": 103733875, "title": "I Survived 100 Hours In An Ancient Temple" } ], "totalUploads": 3, "dayOfWeek": "SUNDAY", "isToday": false }, "..." ] } ### 1 Year stats (optional) json { "stats365": [ { "id": "794131b733114a25b4b434ef12fd61e3", "insertedAt": "2024-08-05T06:05:42Z", "subscriberCount": 308000000, "subscriberCountDelta": 0, "viewCount": 56111548058, "viewCountDelta": 0, "videoCount": 809, "videoCountDelta": 0, "date": "2024-07-29", "estimatedLowRevenueUsd": 0, "estimatedHighRevenueUsd": 0, "estimatedRevenueUsd": 0, "dayOfWeek": "SUNDAY", "isToday": false }, { "id": "2d0e8888a36e4bdcb70d7b25819591c9", "insertedAt": "2024-08-12T06:05:17Z", "subscriberCount": 309000000, "subscriberCountDelta": 1000000, "viewCount": 56523602970, "viewCountDelta": 412054912, "videoCount": 809, "videoCountDelta": 0, "date": "2024-08-05", "estimatedLowRevenueUsd": 534837, "estimatedHighRevenueUsd": 1486006, "estimatedRevenueUsd": 1010421, "dayOfWeek": "SUNDAY", "isToday": false }, "..." ] } ### All-time stats (optional) json { "statsAllTime": [ { "id": "1279197419764e1582e8837916c75ce2", "insertedAt": "2022-08-01T00:00:00Z", "subscriberCount": 100000000, "subscriberCountDelta": 0, "viewCount": 16659274203, "viewCountDelta": 0, "videoCount": 725, "videoCountDelta": 0, "date": "2022-07-25", "estimatedLowRevenueUsd": 0, "estimatedHighRevenueUsd": 0, "estimatedRevenueUsd": 0, "dayOfWeek": "SUNDAY", "isToday": false }, { "id": "29d0638dd0ef48539efa2030f203d555", "insertedAt": "2022-08-08T00:00:00Z", "subscriberCount": 101000000, "subscriberCountDelta": 1000000, "viewCount": 16812529246, "viewCountDelta": 153255043, "videoCount": 726, "videoCountDelta": 1, "date": "2022-08-01", "estimatedLowRevenueUsd": 0, "estimatedHighRevenueUsd": 0, "estimatedRevenueUsd": 0, "dayOfWeek": "SUNDAY", "isToday": false }, "..." ] } ### Long-form Videos (optional) json [ { "id": "pzBi1nwDn8U", "channelId": "UCX6OQ3DkcsbYNE6H8uQQuVA", "channelName": "MrBeast", "channelAvatarUrl": "https://yt3.ggpht.com/nxYrc_1_2f77DoBadyxMTmv7ZpRZapHR5jbuYe7PlPd5cIRJxtNNEYyOC0ZsxaDyJJzXrnJiuDE=s800-c-k-c0x00ffffff-no-rj", "title": "Survive 100 Days Trapped In A Private Jet, Keep It", "description": "Spending that much time in a jet is crazy\n10 people will win $10,000...", "viewCount": 108894629, "likeCount": 3014390, "commentCount": 39797, "uploadDate": "2025-07-19T16:00:01Z", "duration": 1983, "shorts": false, "latestThumbnail": { "id": "76dad300eab8499885d4b88cd3fd334c", "insertedAt": "2025-07-19T19:04:33Z", "imageUrl": "https://storage.googleapis.com/vs-img/..." }, "outlierScore": 1.649729293711722, "averageViews": 64879542 }, { "id": "FWAdfuPpLOc", "channelId": "UCX6OQ3DkcsbYNE6H8uQQuVA", "channelName": "MrBeast", "channelAvatarUrl": "https://yt3.ggpht.com/nxYrc_1_2f77DoBadyxMTmv7ZpRZapHR5jbuYe7PlPd5cIRJxtNNEYyOC0ZsxaDyJJzXrnJiuDE=s800-c-k-c0x00ffffff-no-rj", "title": "World's Fastest Car Vs Cheetah!", "description": "I still can't believe we got all these animals for this...", "viewCount": 125818640, "likeCount": 2991983, "commentCount": 42667, "uploadDate": "2025-07-05T16:00:01Z", "duration": 1237, "shorts": false, "latestThumbnail": { "id": "7cdc0ca5c7924b7b911dd916e874eb19", "insertedAt": "2025-07-17T17:08:17Z", "imageUrl": "https://storage.googleapis.com/vs-img/..." }, "outlierScore": 1.431067427632046, "averageViews": 87493337 }, "..." ] ### Short-form Videos (optional) json [ { "id": "lQz5aqjZ3lQ", "channelId": "UCX6OQ3DkcsbYNE6H8uQQuVA", "channelName": "MrBeast", "channelAvatarUrl": "https://yt3.ggpht.com/nxYrc_1_2f77DoBadyxMTmv7ZpRZapHR5jbuYe7PlPd5cIRJxtNNEYyOC0ZsxaDyJJzXrnJiuDE=s800-c-k-c0x00ffffff-no-rj", "title": "Find This Briefcase, Win $10,000", "description": "", "viewCount": 32833749, "likeCount": 1452132, "commentCount": 6453, "uploadDate": "2025-07-25T16:00:02Z", "duration": 67, "shorts": true, "latestThumbnail": { "id": "202b062f76b84949afb63d0e5dfbc107", "insertedAt": "2025-07-25T17:47:49Z", "imageUrl": "https://storage.googleapis.com/vs-img/..." }, "outlierScore": 0.579888663903534, "averageViews": 4501775 }, { "id": "EiFcNbXBqeo", "channelId": "UCX6OQ3DkcsbYNE6H8uQQuVA", "channelName": "MrBeast", "channelAvatarUrl": "https://yt3.ggpht.com/nxYrc_1_2f77DoBadyxMTmv7ZpRZapHR5jbuYe7PlPd5cIRJxtNNEYyOC0ZsxaDyJJzXrnJiuDE=s800-c-k-c0x00ffffff-no-rj", "title": "Jet Engine vs Human for $10k", "description": "", "viewCount": 90179325, "likeCount": 1508595, "commentCount": 5184, "uploadDate": "2025-07-20T16:00:01Z", "duration": 24, "shorts": true, "latestThumbnail": { "id": "ec74d8d570564952ae92d558b90d0986", "insertedAt": "2025-07-20T17:17:35Z", "imageUrl": "https://storage.googleapis.com/vs-img/..." }, "outlierScore": 1.2092510291740755, "averageViews": 72340168 }, "..." ] ### Averages over several periods (optional) json { "averages": { "daily": { "viewsAverage": 116776088, "estimatedRevenueLowUsd": 70187, "estimatedRevenueHighUsd": 195784, "subsAverage": 233333 }, "weekly": { "viewsAverage": 817432616, "estimatedRevenueLowUsd": 491315, "estimatedRevenueHighUsd": 1370486, "subsAverage": 1633331 }, "monthly": { "viewsAverage": 3503282654, "estimatedRevenueLowUsd": 2105637, "estimatedRevenueHighUsd": 5873510, "subsAverage": 7000000 }, "yearly": { "viewsAverage": 38737745688, "estimatedRevenueLowUsd": 23283201, "estimatedRevenueHighUsd": 64946659, "subsAverage": 130000000 }, "uploadFrequency": 8 } } ### Future projections (optional) json { "viewProjectionList": [ { "date": "2025-09-26", "viewCount": 98914033333 }, { "date": "2025-11-26", "viewCount": 101213606393 }, "..." ], "subProjectionList": [ { "date": "2025-09-26", "subscribers": 439506782 }, { "date": "2025-11-26", "subscribers": 446558816 }, "..." ], "milestonesList": { "viewMilestoneList": [ { "views": 92000000000, "days": 8 }, { "views": 93000000000, "days": 18 }, "..." ], "subMilestoneList": [ { "subs": 417000000, "days": 4 }, { "subs": 418000000, "days": 7 }, "..." ] } } ### Long-form vs short-form videos json { "longsVsShorts": { "weekly": { "videos": 3, "shorts": 2, "longs": 1, "views": 922905744, "longViews": 338775668, "shortViews": 584130075 }, "monthly": { "videos": 7, "shorts": 5, "longs": 2, "views": 3545322953, "longViews": 1029756959, "shortViews": 2515565993 }, "ninetyDays": { "videos": 24, "shorts": 17, "longs": 7, "views": 10788634937, "longViews": 2782458019, "shortViews": 8006176917 }, "yearly": { "videos": 79, "shorts": 58, "longs": 21, "views": 36013522562, "longViews": 9680134555, "shortViews": 26333388006 }, "allTime": { "videos": 898, "shorts": 113, "longs": 785, "views": 91305786557, "longViews": 47133773121, "shortViews": 44172013435 } } } ### Stats and trends over several periods (optional) json { "infoCards": { "weekly": { "views": 838431247, "viewsDelta": 195441831, "subscribers": 2000000, "subscribersDelta": 1000000, "estimatedRevenueLowUsd": 819539, "estimatedRevenueHighUsd": 2279577, "estimatedRevenueDelta": 650285 }, "monthly": { "views": 3422646038, "viewsDelta": 215161197, "subscribers": 7000000, "subscribersDelta": -3000000, "estimatedRevenueLowUsd": 2657257, "estimatedRevenueHighUsd": 7399919, "estimatedRevenueDelta": 992095 }, "quarterly": { "views": 9561203077, "viewsDelta": 241397815, "subscribers": 25000000, "subscribersDelta": -8000000, "estimatedRevenueLowUsd": 6560609, "estimatedRevenueHighUsd": 18283633, "estimatedRevenueDelta": 1165168 }, "yearly": { "views": 35194238499, "viewsDelta": 8904462054, "subscribers": 108000000, "subscribersDelta": -27000000, "estimatedRevenueLowUsd": 25281077, "estimatedRevenueHighUsd": 70435035, "estimatedRevenueDelta": -11175050 }, "allTime": { "views": 91305786557, "viewsDelta": 0, "subscribers": 416000000, "subscribersDelta": 0, "estimatedRevenueLowUsd": 117553829, "estimatedRevenueHighUsd": 326623459, "estimatedRevenueDelta": 0 } } } ### Similar channels json { "similar": [ { "channel": { "id": "UCIPPMRA040LQr5QPyJEbmXA", "displayName": "MrBeast Gaming", "handle": "mrbeastgaming", "subscriberCount": 48400000, "viewCount": 9129151251, "verified": false, "totalFollowing": 0, "country": "https://flagcdn.com/h240/us.png", "avatarUrl": "https://yt3.ggpht.com/ytc/AIdro_lMiSL6eHqg2dVxvll6mVMeXo1qVak4TZ4_7mEWdobRRCk=s800-c-k-c0x00ffffff-no-rj", "recentTests": 0, "totalTests": 0 }, "subscriberCount": 48400000, "subscriberCountDelta": 0, "viewCount": 9129151251, "viewCountDelta": 0, "videoCount": 148, "videoCountDelta": 0, "similarity": 90.14199877568466 }, { "channel": { "id": "UCwIWAbIeu0xI0ReKWOcw3eg", "displayName": "Unspeakable", "handle": "unspeakable", "subscriberCount": 19000000, "viewCount": 11548237998, "verified": false, "totalFollowing": 0, "country": "https://flagcdn.com/h240/us.png", "avatarUrl": "https://yt3.ggpht.com/ytc/AIdro_l9fWjJ_HbQgKpYTpi5Y21Cwow2-m0OBsxwzXyf6CE28ro=s800-c-k-c0x00ffffff-no-rj", "recentTests": 0, "totalTests": 0 }, "subscriberCount": 19000000, "subscriberCountDelta": 0, "viewCount": 11548237998, "viewCountDelta": 0, "videoCount": 1057, "videoCountDelta": 0, "similarity": 87.85321811555053 }, "..." ] } ## 🚀 Getting Started ### Input Configuration json { "youtube_handles": ["@mrbeast", "@pewdiepie"], "scrape_longs": true, "scrape_shorts": true, "scrape_about": false, "scrape_averages": true, "scrape_7_days": false, "scrape_28_days": true, "scrape_90_days": false, "scrape_365_days": true, "scrape_all_time": false, "scrape_similar": true, "scrape_info_cards": false, "scrape_longs_vs_shorts": true, "scrape_projections": true, "max_longs": 40, "max_shorts": 40 } ### Configuration Options - youtube_handles: [Required] Array of creator handles (e.g., "@mrbeast") - scrape_longs: Scrape long videos stats (default: false) - scrape_shorts: Scrape short videos stats (default: false) - scrape_about: Scrape about stats (default: false) - scrape_averages: Scrape channel averages stats (default: false) - scrape_7_days: Scrape 7 days stats with daily granularity (default: false) - scrape_28_days: Scrape 28 days stats with daily granularity (default: false) - scrape_90_days: Scrape 3 months stats with weekly granularity (default: false) - scrape_365_days: Scrape 1 year stats with weekly granularity (default: false) - scrape_all_time: Scrape all-time stats with weekly granularity (default: false) - scrape_similar: Scrape similar channels (default: false) - scrape_info_cards: Scrape info cards (default: false) - scrape_longs_vs_shorts: Scrape longs vs shorts stats (default: false) - scrape_projections: Scrape future projections stats (default: false) - max_longs: Maximum number of long videos to scrape when scrape_longs is enabled (default: 40, minimum: 1) - max_shorts: Maximum number of short videos to scrape when scrape_shorts is enabled (default: 40, minimum: 1)