Support video views/viewers stats in server

 * Add "currentTime" and "event" body params to view endpoint
 * Merge watching and view endpoints
 * Introduce WatchAction AP activity
 * Add tables to store viewer information of local videos
 * Add endpoints to fetch video views/viewers stats of local videos
 * Refactor views/viewers handlers
 * Support "views" and "viewers" counters for both VOD and live videos

108 files changed, 2826 insertions, 647 deletions

diff --git a/config/default.yaml b/config/default.yaml
index 009c9b6d4..5130afdce 100644
--- a/config/default.yaml
+++ b/config/default.yaml
@@ -261,6 +261,13 @@ views:
 
     ip_view_expiration: '1 hour'
 
+# Used to get country location of views of local videos
+geo_ip:
+  enabled: true
+
+  country:
+    database_url: 'https://dbip.mirror.framasoft.org/files/dbip-country-lite-latest.mmdb'
+
 plugins:
   # The website PeerTube will ask for available PeerTube plugins and themes
   # This is an unmoderated plugin index, so only install plugins/themes you trust
diff --git a/config/production.yaml.example b/config/production.yaml.example
index 8efe07c01..3a6813687 100644
--- a/config/production.yaml.example
+++ b/config/production.yaml.example
@@ -257,6 +257,13 @@ views:
 
     ip_view_expiration: '1 hour'
 
+# Used to get country location of views of local videos
+geo_ip:
+  enabled: true
+
+  country:
+    database_url: 'https://dbip.mirror.framasoft.org/files/dbip-country-lite-latest.mmdb'
+
 plugins:
   # The website PeerTube will ask for available PeerTube plugins and themes
   # This is an unmoderated plugin index, so only install plugins/themes you trust
diff --git a/config/test.yaml b/config/test.yaml
index 247100fdf..898bc0324 100644
--- a/config/test.yaml
+++ b/config/test.yaml
@@ -168,5 +168,8 @@ views:
     local_buffer_update_interval: '5 seconds'
     ip_view_expiration: '1 second'
 
+geo_ip:
+  enabled: false
+
 video_studio:
   enabled: true
diff --git a/package.json b/package.json
index 0b57a4321..a4beae7ac 100644
--- a/package.json
+++ b/package.json
@@ -121,6 +121,7 @@
     "magnet-uri": "^6.1.0",
     "markdown-it": "^12.0.4",
     "markdown-it-emoji": "^2.0.0",
+    "maxmind": "^4.3.6",
     "memoizee": "^0.4.14",
     "morgan": "^1.5.3",
     "multer": "^1.4.4",
diff --git a/scripts/benchmark.ts b/scripts/benchmark.ts
index 623c11e27..4a414a2fa 100644
--- a/scripts/benchmark.ts
+++ b/scripts/benchmark.ts
@@ -153,21 +153,23 @@ async function run () {
       }
     },
     {
-      title: 'API - watching',
+      title: 'API - views with token',
       method: 'PUT',
       headers: {
         ...buildAuthorizationHeader(),
         ...buildJSONHeader()
       },
       body: JSON.stringify({ currentTime: 2 }),
-      path: '/api/v1/videos/' + video.uuid + '/watching',
+      path: '/api/v1/videos/' + video.uuid + '/views',
       expecter: (body, status) => {
         return status === 204
       }
     },
     {
-      title: 'API - views',
+      title: 'API - views without token',
       method: 'POST',
+      headers: buildJSONHeader(),
+      body: JSON.stringify({ currentTime: 2 }),
       path: '/api/v1/videos/' + video.uuid + '/views',
       expecter: (body, status) => {
         return status === 204
diff --git a/scripts/ci.sh b/scripts/ci.sh
index a45f91a6b..2dd5e25ce 100755
--- a/scripts/ci.sh
+++ b/scripts/ci.sh
@@ -84,8 +84,9 @@ elif [ "$1" = "api-3" ]; then
     npm run build:server
 
     videosFiles=$(findTestFiles ./dist/server/tests/api/videos)
+    viewsFiles=$(findTestFiles ./dist/server/tests/api/views)
 
-    MOCHA_PARALLEL=true runTest "$1" $((3*$speedFactor)) $videosFiles
+    MOCHA_PARALLEL=true runTest "$1" $((3*$speedFactor)) $viewsFiles $videosFiles
 elif [ "$1" = "api-4" ]; then
     npm run build:server
 
diff --git a/server.ts b/server.ts
index bb7a0c210..ad162832b 100644
--- a/server.ts
+++ b/server.ts
@@ -112,6 +112,7 @@ import { RemoveOldHistoryScheduler } from './server/lib/schedulers/remove-old-hi
 import { AutoFollowIndexInstances } from './server/lib/schedulers/auto-follow-index-instances'
 import { RemoveDanglingResumableUploadsScheduler } from './server/lib/schedulers/remove-dangling-resumable-uploads-scheduler'
 import { VideoViewsBufferScheduler } from './server/lib/schedulers/video-views-buffer-scheduler'
+import { GeoIPUpdateScheduler } from './server/lib/schedulers/geo-ip-update-scheduler'
 import { isHTTPSignatureDigestValid } from './server/helpers/peertube-crypto'
 import { PeerTubeSocket } from './server/lib/peertube-socket'
 import { updateStreamingPlaylistsInfohashesIfNeeded } from './server/lib/hls'
@@ -123,7 +124,7 @@ import { LiveManager } from './server/lib/live'
 import { HttpStatusCode } from './shared/models/http/http-error-codes'
 import { VideosTorrentCache } from '@server/lib/files-cache/videos-torrent-cache'
 import { ServerConfigManager } from '@server/lib/server-config-manager'
-import { VideoViews } from '@server/lib/video-views'
+import { VideoViewsManager } from '@server/lib/views/video-views-manager'
 import { isTestInstance } from './server/helpers/core-utils'
 
 // ----------- Command line -----------
@@ -295,10 +296,11 @@ async function startApplication () {
   AutoFollowIndexInstances.Instance.enable()
   RemoveDanglingResumableUploadsScheduler.Instance.enable()
   VideoViewsBufferScheduler.Instance.enable()
+  GeoIPUpdateScheduler.Instance.enable()
 
   Redis.Instance.init()
   PeerTubeSocket.Instance.init(server)
-  VideoViews.Instance.init()
+  VideoViewsManager.Instance.init()
 
   updateStreamingPlaylistsInfohashesIfNeeded()
     .catch(err => logger.error('Cannot update streaming playlist infohashes.', { err }))
diff --git a/server/controllers/activitypub/client.ts b/server/controllers/activitypub/client.ts
index d0f761009..8e064fb5b 100644
--- a/server/controllers/activitypub/client.ts
+++ b/server/controllers/activitypub/client.ts
@@ -27,7 +27,7 @@ import {
   videosShareValidator
 } from '../../middlewares'
 import { cacheRoute } from '../../middlewares/cache/cache'
-import { getAccountVideoRateValidatorFactory, videoCommentGetValidator } from '../../middlewares/validators'
+import { getAccountVideoRateValidatorFactory, getVideoLocalViewerValidator, videoCommentGetValidator } from '../../middlewares/validators'
 import { videoFileRedundancyGetValidator, videoPlaylistRedundancyGetValidator } from '../../middlewares/validators/redundancy'
 import { videoPlaylistElementAPGetValidator, videoPlaylistsGetValidator } from '../../middlewares/validators/videos/video-playlists'
 import { AccountModel } from '../../models/account/account'
@@ -175,6 +175,12 @@ activityPubClientRouter.get('/video-playlists/:playlistId/videos/:playlistElemen
   videoPlaylistElementController
 )
 
+activityPubClientRouter.get('/videos/local-viewer/:localViewerId',
+  executeIfActivityPub,
+  asyncMiddleware(getVideoLocalViewerValidator),
+  getVideoLocalViewerController
+)
+
 // ---------------------------------------------------------------------------
 
 export {
@@ -399,6 +405,12 @@ function videoPlaylistElementController (req: express.Request, res: express.Resp
   return activityPubResponse(activityPubContextify(json, 'Playlist'), res)
 }
 
+function getVideoLocalViewerController (req: express.Request, res: express.Response) {
+  const localViewer = res.locals.localViewerFull
+
+  return activityPubResponse(activityPubContextify(localViewer.toActivityPubObject(), 'WatchAction'), res)
+}
+
 // ---------------------------------------------------------------------------
 
 function actorFollowing (req: express.Request, actor: MActorId) {
diff --git a/server/controllers/api/server/debug.ts b/server/controllers/api/server/debug.ts
index 093e6a03c..6b6ff027c 100644
--- a/server/controllers/api/server/debug.ts
+++ b/server/controllers/api/server/debug.ts
@@ -1,6 +1,8 @@
 import express from 'express'
 import { InboxManager } from '@server/lib/activitypub/inbox-manager'
 import { RemoveDanglingResumableUploadsScheduler } from '@server/lib/schedulers/remove-dangling-resumable-uploads-scheduler'
+import { VideoViewsBufferScheduler } from '@server/lib/schedulers/video-views-buffer-scheduler'
+import { VideoViewsManager } from '@server/lib/views/video-views-manager'
 import { Debug, SendDebugCommand } from '@shared/models'
 import { HttpStatusCode } from '../../../../shared/models/http/http-error-codes'
 import { UserRight } from '../../../../shared/models/users'
@@ -38,9 +40,13 @@ function getDebug (req: express.Request, res: express.Response) {
 async function runCommand (req: express.Request, res: express.Response) {
   const body: SendDebugCommand = req.body
 
-  if (body.command === 'remove-dandling-resumable-uploads') {
-    await RemoveDanglingResumableUploadsScheduler.Instance.execute()
+  const processors: { [id in SendDebugCommand['command']]: () => Promise<any> } = {
+    'remove-dandling-resumable-uploads': () => RemoveDanglingResumableUploadsScheduler.Instance.execute(),
+    'process-video-views-buffer': () => VideoViewsBufferScheduler.Instance.execute(),
+    'process-video-viewers': () => VideoViewsManager.Instance.processViewers()
   }
 
+  await processors[body.command]()
+
   return res.status(HttpStatusCode.NO_CONTENT_204).end()
 }
diff --git a/server/controllers/api/videos/index.ts b/server/controllers/api/videos/index.ts
index c7617093c..be233722c 100644
--- a/server/controllers/api/videos/index.ts
+++ b/server/controllers/api/videos/index.ts
@@ -1,7 +1,6 @@
 import express from 'express'
 import { pickCommonVideoQuery } from '@server/helpers/query'
 import { doJSONRequest } from '@server/helpers/requests'
-import { VideoViews } from '@server/lib/video-views'
 import { openapiOperationDoc } from '@server/middlewares/doc'
 import { getServerActor } from '@server/models/application/application'
 import { guessAdditionalAttributesFromQuery } from '@server/models/video/formatter/video-format-utils'
@@ -13,7 +12,6 @@ import { logger } from '../../../helpers/logger'
 import { getFormattedObjects } from '../../../helpers/utils'
 import { REMOTE_SCHEME, VIDEO_CATEGORIES, VIDEO_LANGUAGES, VIDEO_LICENCES, VIDEO_PRIVACIES } from '../../../initializers/constants'
 import { sequelizeTypescript } from '../../../initializers/database'
-import { sendView } from '../../../lib/activitypub/send/send-view'
 import { JobQueue } from '../../../lib/job-queue'
 import { Hooks } from '../../../lib/plugins/hooks'
 import {
@@ -35,28 +33,30 @@ import { VideoModel } from '../../../models/video/video'
 import { blacklistRouter } from './blacklist'
 import { videoCaptionsRouter } from './captions'
 import { videoCommentRouter } from './comment'
-import { studioRouter } from './studio'
 import { filesRouter } from './files'
 import { videoImportsRouter } from './import'
 import { liveRouter } from './live'
 import { ownershipVideoRouter } from './ownership'
 import { rateVideoRouter } from './rate'
+import { statsRouter } from './stats'
+import { studioRouter } from './studio'
 import { transcodingRouter } from './transcoding'
 import { updateRouter } from './update'
 import { uploadRouter } from './upload'
-import { watchingRouter } from './watching'
+import { viewRouter } from './view'
 
 const auditLogger = auditLoggerFactory('videos')
 const videosRouter = express.Router()
 
 videosRouter.use('/', blacklistRouter)
+videosRouter.use('/', statsRouter)
 videosRouter.use('/', rateVideoRouter)
 videosRouter.use('/', videoCommentRouter)
 videosRouter.use('/', studioRouter)
 videosRouter.use('/', videoCaptionsRouter)
 videosRouter.use('/', videoImportsRouter)
 videosRouter.use('/', ownershipVideoRouter)
-videosRouter.use('/', watchingRouter)
+videosRouter.use('/', viewRouter)
 videosRouter.use('/', liveRouter)
 videosRouter.use('/', uploadRouter)
 videosRouter.use('/', updateRouter)
@@ -103,11 +103,6 @@ videosRouter.get('/:id',
   asyncMiddleware(checkVideoFollowConstraints),
   getVideo
 )
-videosRouter.post('/:id/views',
-  openapiOperationDoc({ operationId: 'addView' }),
-  asyncMiddleware(videosCustomGetValidator('only-video')),
-  asyncMiddleware(viewVideo)
-)
 
 videosRouter.delete('/:id',
   openapiOperationDoc({ operationId: 'delVideo' }),
@@ -150,22 +145,6 @@ function getVideo (_req: express.Request, res: express.Response) {
   return res.json(video.toFormattedDetailsJSON())
 }
 
-async function viewVideo (req: express.Request, res: express.Response) {
-  const video = res.locals.onlyVideo
-
-  const ip = req.ip
-  const success = await VideoViews.Instance.processView({ video, ip })
-
-  if (success) {
-    const serverActor = await getServerActor()
-    await sendView(serverActor, video, undefined)
-
-    Hooks.runAction('action:api.video.viewed', { video: video, ip, req, res })
-  }
-
-  return res.status(HttpStatusCode.NO_CONTENT_204).end()
-}
-
 async function getVideoDescription (req: express.Request, res: express.Response) {
   const videoInstance = res.locals.videoAll
 
diff --git a/server/controllers/api/videos/stats.ts b/server/controllers/api/videos/stats.ts
new file mode 100644
index 000000000..5f8513e9e
--- /dev/null
+++ b/server/controllers/api/videos/stats.ts
@@ -0,0 +1,66 @@
+import express from 'express'
+import { LocalVideoViewerModel } from '@server/models/view/local-video-viewer'
+import { VideoStatsTimeserieMetric } from '@shared/models'
+import {
+  asyncMiddleware,
+  authenticate,
+  videoOverallStatsValidator,
+  videoRetentionStatsValidator,
+  videoTimeserieStatsValidator
+} from '../../../middlewares'
+
+const statsRouter = express.Router()
+
+statsRouter.get('/:videoId/stats/overall',
+  authenticate,
+  asyncMiddleware(videoOverallStatsValidator),
+  asyncMiddleware(getOverallStats)
+)
+
+statsRouter.get('/:videoId/stats/timeseries/:metric',
+  authenticate,
+  asyncMiddleware(videoTimeserieStatsValidator),
+  asyncMiddleware(getTimeserieStats)
+)
+
+statsRouter.get('/:videoId/stats/retention',
+  authenticate,
+  asyncMiddleware(videoRetentionStatsValidator),
+  asyncMiddleware(getRetentionStats)
+)
+
+// ---------------------------------------------------------------------------
+
+export {
+  statsRouter
+}
+
+// ---------------------------------------------------------------------------
+
+async function getOverallStats (req: express.Request, res: express.Response) {
+  const video = res.locals.videoAll
+
+  const stats = await LocalVideoViewerModel.getOverallStats(video)
+
+  return res.json(stats)
+}
+
+async function getRetentionStats (req: express.Request, res: express.Response) {
+  const video = res.locals.videoAll
+
+  const stats = await LocalVideoViewerModel.getRetentionStats(video)
+
+  return res.json(stats)
+}
+
+async function getTimeserieStats (req: express.Request, res: express.Response) {
+  const video = res.locals.videoAll
+  const metric = req.params.metric as VideoStatsTimeserieMetric
+
+  const stats = await LocalVideoViewerModel.getTimeserieStats({
+    video,
+    metric
+  })
+
+  return res.json(stats)
+}
diff --git a/server/controllers/api/videos/view.ts b/server/controllers/api/videos/view.ts
new file mode 100644
index 000000000..e28cf371a
--- /dev/null
+++ b/server/controllers/api/videos/view.ts
@@ -0,0 +1,68 @@
+import express from 'express'
+import { sendView } from '@server/lib/activitypub/send/send-view'
+import { Hooks } from '@server/lib/plugins/hooks'
+import { VideoViewsManager } from '@server/lib/views/video-views-manager'
+import { getServerActor } from '@server/models/application/application'
+import { MVideoId } from '@server/types/models'
+import { HttpStatusCode, VideoView } from '@shared/models'
+import { asyncMiddleware, methodsValidator, openapiOperationDoc, optionalAuthenticate, videoViewValidator } from '../../../middlewares'
+import { UserVideoHistoryModel } from '../../../models/user/user-video-history'
+
+const viewRouter = express.Router()
+
+viewRouter.all(
+  [ '/:videoId/views', '/:videoId/watching' ],
+  openapiOperationDoc({ operationId: 'addView' }),
+  methodsValidator([ 'PUT', 'POST' ]),
+  optionalAuthenticate,
+  asyncMiddleware(videoViewValidator),
+  asyncMiddleware(viewVideo)
+)
+
+// ---------------------------------------------------------------------------
+
+export {
+  viewRouter
+}
+
+// ---------------------------------------------------------------------------
+
+async function viewVideo (req: express.Request, res: express.Response) {
+  const video = res.locals.onlyVideo
+
+  const body = req.body as VideoView
+
+  const ip = req.ip
+  const { successView, successViewer } = await VideoViewsManager.Instance.processLocalView({
+    video,
+    ip,
+    currentTime: body.currentTime,
+    viewEvent: body.viewEvent
+  })
+
+  if (successView) {
+    await sendView({ byActor: await getServerActor(), video, type: 'view' })
+
+    Hooks.runAction('action:api.video.viewed', { video: video, ip, req, res })
+  }
+
+  if (successViewer) {
+    await sendView({ byActor: await getServerActor(), video, type: 'viewer' })
+  }
+
+  await updateUserHistoryIfNeeded(body, video, res)
+
+  return res.status(HttpStatusCode.NO_CONTENT_204).end()
+}
+
+async function updateUserHistoryIfNeeded (body: VideoView, video: MVideoId, res: express.Response) {
+  const user = res.locals.oauth?.token.User
+  if (!user) return
+  if (user.videosHistoryEnabled !== true) return
+
+  await UserVideoHistoryModel.upsert({
+    videoId: video.id,
+    userId: user.id,
+    currentTime: body.currentTime
+  })
+}
diff --git a/server/controllers/api/videos/watching.ts b/server/controllers/api/videos/watching.ts
deleted file mode 100644
index 3fd22caac..000000000
--- a/server/controllers/api/videos/watching.ts
+++ /dev/null
@@ -1,44 +0,0 @@
-import express from 'express'
-import { HttpStatusCode, UserWatchingVideo } from '@shared/models'
-import {
-  asyncMiddleware,
-  asyncRetryTransactionMiddleware,
-  authenticate,
-  openapiOperationDoc,
-  videoWatchingValidator
-} from '../../../middlewares'
-import { UserVideoHistoryModel } from '../../../models/user/user-video-history'
-
-const watchingRouter = express.Router()
-
-watchingRouter.put('/:videoId/watching',
-  openapiOperationDoc({ operationId: 'setProgress' }),
-  authenticate,
-  asyncMiddleware(videoWatchingValidator),
-  asyncRetryTransactionMiddleware(userWatchVideo)
-)
-
-// ---------------------------------------------------------------------------
-
-export {
-  watchingRouter
-}
-
-// ---------------------------------------------------------------------------
-
-async function userWatchVideo (req: express.Request, res: express.Response) {
-  const user = res.locals.oauth.token.User
-
-  const body: UserWatchingVideo = req.body
-  const { id: videoId } = res.locals.videoId
-
-  await UserVideoHistoryModel.upsert({
-    videoId,
-    userId: user.id,
-    currentTime: body.currentTime
-  })
-
-  return res.type('json')
-            .status(HttpStatusCode.NO_CONTENT_204)
-            .end()
-}
diff --git a/server/helpers/custom-validators/activitypub/activity.ts b/server/helpers/custom-validators/activitypub/activity.ts
index b5c96f6e7..90a918523 100644
--- a/server/helpers/custom-validators/activitypub/activity.ts
+++ b/server/helpers/custom-validators/activitypub/activity.ts
@@ -8,6 +8,7 @@ import { isActivityPubUrlValid, isBaseActivityValid, isObjectValid } from './mis
 import { isPlaylistObjectValid } from './playlist'
 import { sanitizeAndCheckVideoCommentObject } from './video-comments'
 import { sanitizeAndCheckVideoTorrentObject } from './videos'
+import { isWatchActionObjectValid } from './watch-action'
 
 function isRootActivityValid (activity: any) {
   return isCollection(activity) || isActivity(activity)
@@ -82,6 +83,7 @@ function isCreateActivityValid (activity: any) {
       isDislikeActivityValid(activity.object) ||
       isFlagActivityValid(activity.object) ||
       isPlaylistObjectValid(activity.object) ||
+      isWatchActionObjectValid(activity.object) ||
 
       isCacheFileObjectValid(activity.object) ||
       sanitizeAndCheckVideoCommentObject(activity.object) ||
diff --git a/server/helpers/custom-validators/activitypub/misc.ts b/server/helpers/custom-validators/activitypub/misc.ts
index 4ee8e6fee..9d823299f 100644
--- a/server/helpers/custom-validators/activitypub/misc.ts
+++ b/server/helpers/custom-validators/activitypub/misc.ts
@@ -57,10 +57,19 @@ function setValidAttributedTo (obj: any) {
   return true
 }
 
+function isActivityPubVideoDurationValid (value: string) {
+  // https://www.w3.org/TR/activitystreams-vocabulary/#dfn-duration
+  return exists(value) &&
+    typeof value === 'string' &&
+    value.startsWith('PT') &&
+    value.endsWith('S')
+}
+
 export {
   isUrlValid,
   isActivityPubUrlValid,
   isBaseActivityValid,
   setValidAttributedTo,
-  isObjectValid
+  isObjectValid,
+  isActivityPubVideoDurationValid
 }
diff --git a/server/helpers/custom-validators/activitypub/videos.ts b/server/helpers/custom-validators/activitypub/videos.ts
index 80a321117..2a2f008b9 100644
--- a/server/helpers/custom-validators/activitypub/videos.ts
+++ b/server/helpers/custom-validators/activitypub/videos.ts
@@ -4,7 +4,7 @@ import { ActivityTrackerUrlObject, ActivityVideoFileMetadataUrlObject } from '@s
 import { LiveVideoLatencyMode, VideoState } from '../../../../shared/models/videos'
 import { ACTIVITY_PUB, CONSTRAINTS_FIELDS } from '../../../initializers/constants'
 import { peertubeTruncate } from '../../core-utils'
-import { exists, isArray, isBooleanValid, isDateValid, isUUIDValid } from '../misc'
+import { isArray, isBooleanValid, isDateValid, isUUIDValid } from '../misc'
 import { isLiveLatencyModeValid } from '../video-lives'
 import {
   isVideoDurationValid,
@@ -14,22 +14,13 @@ import {
   isVideoTruncatedDescriptionValid,
   isVideoViewsValid
 } from '../videos'
-import { isActivityPubUrlValid, isBaseActivityValid, setValidAttributedTo } from './misc'
+import { isActivityPubUrlValid, isActivityPubVideoDurationValid, isBaseActivityValid, setValidAttributedTo } from './misc'
 
 function sanitizeAndCheckVideoTorrentUpdateActivity (activity: any) {
   return isBaseActivityValid(activity, 'Update') &&
     sanitizeAndCheckVideoTorrentObject(activity.object)
 }
 
-function isActivityPubVideoDurationValid (value: string) {
-  // https://www.w3.org/TR/activitystreams-vocabulary/#dfn-duration
-  return exists(value) &&
-    typeof value === 'string' &&
-    value.startsWith('PT') &&
-    value.endsWith('S') &&
-    isVideoDurationValid(value.replace(/[^0-9]+/g, ''))
-}
-
 function sanitizeAndCheckVideoTorrentObject (video: any) {
   if (!video || video.type !== 'Video') return false
 
@@ -71,6 +62,7 @@ function sanitizeAndCheckVideoTorrentObject (video: any) {
   return isActivityPubUrlValid(video.id) &&
     isVideoNameValid(video.name) &&
     isActivityPubVideoDurationValid(video.duration) &&
+    isVideoDurationValid(video.duration.replace(/[^0-9]+/g, '')) &&
     isUUIDValid(video.uuid) &&
     (!video.category || isRemoteNumberIdentifierValid(video.category)) &&
     (!video.licence || isRemoteNumberIdentifierValid(video.licence)) &&
diff --git a/server/helpers/custom-validators/activitypub/watch-action.ts b/server/helpers/custom-validators/activitypub/watch-action.ts
new file mode 100644
index 000000000..b9ffa63f6
--- /dev/null
+++ b/server/helpers/custom-validators/activitypub/watch-action.ts
@@ -0,0 +1,37 @@
+import { WatchActionObject } from '@shared/models'
+import { exists, isDateValid, isUUIDValid } from '../misc'
+import { isVideoTimeValid } from '../video-view'
+import { isActivityPubVideoDurationValid, isObjectValid } from './misc'
+
+function isWatchActionObjectValid (action: WatchActionObject) {
+  return exists(action) &&
+    action.type === 'WatchAction' &&
+    isObjectValid(action.id) &&
+    isActivityPubVideoDurationValid(action.duration) &&
+    isDateValid(action.startTime) &&
+    isDateValid(action.endTime) &&
+    isLocationValid(action.location) &&
+    isUUIDValid(action.uuid) &&
+    isObjectValid(action.object) &&
+    isWatchSectionsValid(action.watchSections)
+}
+
+// ---------------------------------------------------------------------------
+
+export {
+  isWatchActionObjectValid
+}
+
+// ---------------------------------------------------------------------------
+
+function isLocationValid (location: any) {
+  if (!location) return true
+
+  return typeof location === 'object' && typeof location.addressCountry === 'string'
+}
+
+function isWatchSectionsValid (sections: WatchActionObject['watchSections']) {
+  return Array.isArray(sections) && sections.every(s => {
+    return isVideoTimeValid(s.startTimestamp) && isVideoTimeValid(s.endTimestamp)
+  })
+}
diff --git a/server/helpers/custom-validators/video-stats.ts b/server/helpers/custom-validators/video-stats.ts
new file mode 100644
index 000000000..1e22f0654
--- /dev/null
+++ b/server/helpers/custom-validators/video-stats.ts
@@ -0,0 +1,16 @@
+import { VideoStatsTimeserieMetric } from '@shared/models'
+
+const validMetrics = new Set<VideoStatsTimeserieMetric>([
+  'viewers',
+  'aggregateWatchTime'
+])
+
+function isValidStatTimeserieMetric (value: VideoStatsTimeserieMetric) {
+  return validMetrics.has(value)
+}
+
+// ---------------------------------------------------------------------------
+
+export {
+  isValidStatTimeserieMetric
+}
diff --git a/server/helpers/custom-validators/video-view.ts b/server/helpers/custom-validators/video-view.ts
new file mode 100644
index 000000000..091c92083
--- /dev/null
+++ b/server/helpers/custom-validators/video-view.ts
@@ -0,0 +1,12 @@
+import { exists } from './misc'
+
+function isVideoTimeValid (value: number, videoDuration?: number) {
+  if (value < 0) return false
+  if (exists(videoDuration) && value > videoDuration) return false
+
+  return true
+}
+
+export {
+  isVideoTimeValid
+}
diff --git a/server/helpers/geo-ip.ts b/server/helpers/geo-ip.ts
new file mode 100644
index 000000000..4ba7011c2
--- /dev/null
+++ b/server/helpers/geo-ip.ts
@@ -0,0 +1,78 @@
+import { pathExists, writeFile } from 'fs-extra'
+import maxmind, { CountryResponse, Reader } from 'maxmind'
+import { join } from 'path'
+import { CONFIG } from '@server/initializers/config'
+import { logger, loggerTagsFactory } from './logger'
+import { isBinaryResponse, peertubeGot } from './requests'
+
+const lTags = loggerTagsFactory('geo-ip')
+
+const mmbdFilename = 'dbip-country-lite-latest.mmdb'
+const mmdbPath = join(CONFIG.STORAGE.BIN_DIR, mmbdFilename)
+
+export class GeoIP {
+  private static instance: GeoIP
+
+  private reader: Reader<CountryResponse>
+
+  private constructor () {
+  }
+
+  async safeCountryISOLookup (ip: string): Promise<string> {
+    if (CONFIG.GEO_IP.ENABLED === false) return null
+
+    await this.initReaderIfNeeded()
+
+    try {
+      const result = this.reader.get(ip)
+      if (!result) return null
+
+      return result.country.iso_code
+    } catch (err) {
+      logger.error('Cannot get country from IP.', { err })
+
+      return null
+    }
+  }
+
+  async updateDatabase () {
+    if (CONFIG.GEO_IP.ENABLED === false) return
+
+    const url = CONFIG.GEO_IP.COUNTRY.DATABASE_URL
+
+    logger.info('Updating GeoIP database from %s.', url, lTags())
+
+    const gotOptions = { context: { bodyKBLimit: 200_000 }, responseType: 'buffer' as 'buffer' }
+
+    try {
+      const gotResult = await peertubeGot(url, gotOptions)
+
+      if (!isBinaryResponse(gotResult)) {
+        throw new Error('Not a binary response')
+      }
+
+      await writeFile(mmdbPath, gotResult.body)
+
+      // Reini reader
+      this.reader = undefined
+
+      logger.info('GeoIP database updated %s.', mmdbPath, lTags())
+    } catch (err) {
+      logger.error('Cannot update GeoIP database from %s.', url, { err, ...lTags() })
+    }
+  }
+
+  private async initReaderIfNeeded () {
+    if (!this.reader) {
+      if (!await pathExists(mmdbPath)) {
+        await this.updateDatabase()
+      }
+
+      this.reader = await maxmind.open(mmdbPath)
+    }
+  }
+
+  static get Instance () {
+    return this.instance || (this.instance = new this())
+  }
+}
diff --git a/server/initializers/checker-before-init.ts b/server/initializers/checker-before-init.ts
index 0f23a2d73..f2ef3d567 100644
--- a/server/initializers/checker-before-init.ts
+++ b/server/initializers/checker-before-init.ts
@@ -44,6 +44,7 @@ function checkMissedConfig () {
     'history.videos.max_age', 'views.videos.remote.max_age', 'views.videos.local_buffer_update_interval', 'views.videos.ip_view_expiration',
     'rates_limit.login.window', 'rates_limit.login.max', 'rates_limit.ask_send_email.window', 'rates_limit.ask_send_email.max',
     'theme.default',
+    'geo_ip.enabled', 'geo_ip.country.database_url',
     'remote_redundancy.videos.accept_from',
     'federation.videos.federate_unlisted', 'federation.videos.cleanup_remote_interactions',
     'peertube.check_latest_version.enabled', 'peertube.check_latest_version.url',
diff --git a/server/initializers/config.ts b/server/initializers/config.ts
index 122cb9472..d8f5f3496 100644
--- a/server/initializers/config.ts
+++ b/server/initializers/config.ts
@@ -215,6 +215,12 @@ const CONFIG = {
       IP_VIEW_EXPIRATION: parseDurationToMs(config.get('views.videos.ip_view_expiration'))
     }
   },
+  GEO_IP: {
+    ENABLED: config.get<boolean>('geo_ip.enabled'),
+    COUNTRY: {
+      DATABASE_URL: config.get<string>('geo_ip.country.database_url')
+    }
+  },
   PLUGINS: {
     INDEX: {
       ENABLED: config.get<boolean>('plugins.index.enabled'),
diff --git a/server/initializers/constants.ts b/server/initializers/constants.ts
index 6bcefe0db..4929923dc 100644
--- a/server/initializers/constants.ts
+++ b/server/initializers/constants.ts
@@ -24,7 +24,7 @@ import { CONFIG, registerConfigChangedHandler } from './config'
 
 // ---------------------------------------------------------------------------
 
-const LAST_MIGRATION_VERSION = 700
+const LAST_MIGRATION_VERSION = 705
 
 // ---------------------------------------------------------------------------
 
@@ -228,6 +228,7 @@ const SCHEDULER_INTERVALS_MS = {
   REMOVE_OLD_JOBS: 60000 * 60, // 1 hour
   UPDATE_VIDEOS: 60000, // 1 minute
   YOUTUBE_DL_UPDATE: 60000 * 60 * 24, // 1 day
+  GEO_IP_UPDATE: 60000 * 60 * 24, // 1 day
   VIDEO_VIEWS_BUFFER_UPDATE: CONFIG.VIEWS.VIDEOS.LOCAL_BUFFER_UPDATE_INTERVAL,
   CHECK_PLUGINS: CONFIG.PLUGINS.INDEX.CHECK_LATEST_VERSIONS_INTERVAL,
   CHECK_PEERTUBE_VERSION: 60000 * 60 * 24, // 1 day
@@ -366,9 +367,12 @@ const CONSTRAINTS_FIELDS = {
 
 const VIEW_LIFETIME = {
   VIEW: CONFIG.VIEWS.VIDEOS.IP_VIEW_EXPIRATION,
-  VIEWER: 60000 * 5 // 5 minutes
+  VIEWER: 60000 * 5, // 5 minutes
+  VIEWER_STATS: 60000 * 60 // 1 hour
 }
 
+const MAX_LOCAL_VIEWER_WATCH_SECTIONS = 10
+
 let CONTACT_FORM_LIFETIME = 60000 * 60 // 1 hour
 
 const VIDEO_TRANSCODING_FPS: VideoTranscodingFPS = {
@@ -800,6 +804,12 @@ const SEARCH_INDEX = {
 
 // ---------------------------------------------------------------------------
 
+const STATS_TIMESERIE = {
+  MAX_DAYS: 30
+}
+
+// ---------------------------------------------------------------------------
+
 // Special constants for a test instance
 if (isTestInstance() === true) {
   PRIVATE_RSA_KEY_SIZE = 1024
@@ -836,6 +846,7 @@ if (isTestInstance() === true) {
   REDUNDANCY.VIDEOS.RANDOMIZED_FACTOR = 1
 
   VIEW_LIFETIME.VIEWER = 1000 * 5 // 5 second
+  VIEW_LIFETIME.VIEWER_STATS = 1000 * 5 // 5 second
   CONTACT_FORM_LIFETIME = 1000 // 1 second
 
   JOB_ATTEMPTS['email'] = 1
@@ -907,6 +918,7 @@ export {
   LAST_MIGRATION_VERSION,
   OAUTH_LIFETIME,
   CUSTOM_HTML_TAG_COMMENTS,
+  STATS_TIMESERIE,
   BROADCAST_CONCURRENCY,
   AUDIT_LOG_FILENAME,
   PAGINATION,
@@ -949,6 +961,7 @@ export {
   ABUSE_STATES,
   LRU_CACHE,
   REQUEST_TIMEOUTS,
+  MAX_LOCAL_VIEWER_WATCH_SECTIONS,
   USER_PASSWORD_RESET_LIFETIME,
   USER_PASSWORD_CREATE_LIFETIME,
   MEMOIZE_TTL,
diff --git a/server/initializers/database.ts b/server/initializers/database.ts
index 0e690f6ae..7a7ba61f4 100644
--- a/server/initializers/database.ts
+++ b/server/initializers/database.ts
@@ -1,10 +1,14 @@
 import { QueryTypes, Transaction } from 'sequelize'
 import { Sequelize as SequelizeTypescript } from 'sequelize-typescript'
+import { ActorCustomPageModel } from '@server/models/account/actor-custom-page'
 import { TrackerModel } from '@server/models/server/tracker'
 import { VideoTrackerModel } from '@server/models/server/video-tracker'
 import { UserModel } from '@server/models/user/user'
 import { UserNotificationModel } from '@server/models/user/user-notification'
 import { UserVideoHistoryModel } from '@server/models/user/user-video-history'
+import { VideoJobInfoModel } from '@server/models/video/video-job-info'
+import { LocalVideoViewerModel } from '@server/models/view/local-video-viewer'
+import { LocalVideoViewerWatchSectionModel } from '@server/models/view/local-video-viewer-watch-section'
 import { isTestInstance } from '../helpers/core-utils'
 import { logger } from '../helpers/logger'
 import { AbuseModel } from '../models/abuse/abuse'
@@ -42,10 +46,8 @@ import { VideoPlaylistElementModel } from '../models/video/video-playlist-elemen
 import { VideoShareModel } from '../models/video/video-share'
 import { VideoStreamingPlaylistModel } from '../models/video/video-streaming-playlist'
 import { VideoTagModel } from '../models/video/video-tag'
-import { VideoViewModel } from '../models/video/video-view'
+import { VideoViewModel } from '../models/view/video-view'
 import { CONFIG } from './config'
-import { ActorCustomPageModel } from '@server/models/account/actor-custom-page'
-import { VideoJobInfoModel } from '@server/models/video/video-job-info'
 
 require('pg').defaults.parseInt8 = true // Avoid BIGINT to be converted to string
 
@@ -140,6 +142,8 @@ async function initDatabaseModels (silent: boolean) {
     VideoStreamingPlaylistModel,
     VideoPlaylistModel,
     VideoPlaylistElementModel,
+    LocalVideoViewerModel,
+    LocalVideoViewerWatchSectionModel,
     ThumbnailModel,
     TrackerModel,
     VideoTrackerModel,
diff --git a/server/initializers/migrations/0705-local-video-viewers.ts b/server/initializers/migrations/0705-local-video-viewers.ts
new file mode 100644
index 000000000..123402641
--- /dev/null
+++ b/server/initializers/migrations/0705-local-video-viewers.ts
@@ -0,0 +1,52 @@
+import * as Sequelize from 'sequelize'
+
+async function up (utils: {
+  transaction: Sequelize.Transaction
+  queryInterface: Sequelize.QueryInterface
+  sequelize: Sequelize.Sequelize
+  db: any
+}): Promise<void> {
+  const { transaction } = utils
+
+  {
+    const query = `
+    CREATE TABLE IF NOT EXISTS "localVideoViewer" (
+      "id" serial,
+      "startDate" timestamp with time zone NOT NULL,
+      "endDate" timestamp with time zone NOT NULL,
+      "watchTime" integer NOT NULL,
+      "country" varchar(255),
+      "uuid" uuid NOT NULL,
+      "url" varchar(255) NOT NULL,
+      "videoId" integer NOT NULL REFERENCES "video" ("id") ON DELETE CASCADE ON UPDATE CASCADE,
+      "createdAt" timestamp with time zone NOT NULL,
+      PRIMARY KEY ("id")
+    );
+    `
+    await utils.sequelize.query(query, { transaction })
+  }
+
+  {
+    const query = `
+    CREATE TABLE IF NOT EXISTS "localVideoViewerWatchSection" (
+      "id" serial,
+      "watchStart" integer NOT NULL,
+      "watchEnd" integer NOT NULL,
+      "localVideoViewerId" integer NOT NULL REFERENCES "localVideoViewer" ("id") ON DELETE CASCADE ON UPDATE CASCADE,
+      "createdAt" timestamp with time zone NOT NULL,
+      PRIMARY KEY ("id")
+    );
+    `
+    await utils.sequelize.query(query, { transaction })
+  }
+
+}
+
+function down () {
+  throw new Error('Not implemented.')
+}
+
+export {
+  up,
+  down
+}
diff --git a/server/lib/activitypub/activity.ts b/server/lib/activitypub/activity.ts
index cccb7b1c1..e6cec1ba7 100644
--- a/server/lib/activitypub/activity.ts
+++ b/server/lib/activitypub/activity.ts
@@ -4,6 +4,17 @@ function getAPId (object: string | { id: string }) {
   return object.id
 }
 
+function getActivityStreamDuration (duration: number) {
+  // https://www.w3.org/TR/activitystreams-vocabulary/#dfn-duration
+  return 'PT' + duration + 'S'
+}
+
+function getDurationFromActivityStream (duration: string) {
+  return parseInt(duration.replace(/[^\d]+/, ''))
+}
+
 export {
-  getAPId
+  getAPId,
+  getActivityStreamDuration,
+  getDurationFromActivityStream
 }
diff --git a/server/lib/activitypub/context.ts b/server/lib/activitypub/context.ts
index 3bc40e2aa..b452cf9b3 100644
--- a/server/lib/activitypub/context.ts
+++ b/server/lib/activitypub/context.ts
@@ -15,7 +15,7 @@ export {
 
 type ContextValue = { [ id: string ]: (string | { '@type': string, '@id': string }) }
 
-const contextStore = {
+const contextStore: { [ id in ContextType ]: (string | { [ id: string ]: string })[] } = {
   Video: buildContext({
     Hashtag: 'as:Hashtag',
     uuid: 'sc:identifier',
@@ -109,7 +109,8 @@ const contextStore = {
     stopTimestamp: {
       '@type': 'sc:Number',
       '@id': 'pt:stopTimestamp'
-    }
+    },
+    uuid: 'sc:identifier'
   }),
 
   CacheFile: buildContext({
@@ -128,6 +129,24 @@ const contextStore = {
     }
   }),
 
+  WatchAction: buildContext({
+    WatchAction: 'sc:WatchAction',
+    startTimestamp: {
+      '@type': 'sc:Number',
+      '@id': 'pt:startTimestamp'
+    },
+    stopTimestamp: {
+      '@type': 'sc:Number',
+      '@id': 'pt:stopTimestamp'
+    },
+    watchSection: {
+      '@type': 'sc:Number',
+      '@id': 'pt:stopTimestamp'
+    },
+    uuid: 'sc:identifier'
+  }),
+
+  Collection: buildContext(),
   Follow: buildContext(),
   Reject: buildContext(),
   Accept: buildContext(),
diff --git a/server/lib/activitypub/local-video-viewer.ts b/server/lib/activitypub/local-video-viewer.ts
new file mode 100644
index 000000000..738083adc
--- /dev/null
+++ b/server/lib/activitypub/local-video-viewer.ts
@@ -0,0 +1,42 @@
+import { Transaction } from 'sequelize'
+import { LocalVideoViewerModel } from '@server/models/view/local-video-viewer'
+import { LocalVideoViewerWatchSectionModel } from '@server/models/view/local-video-viewer-watch-section'
+import { MVideo } from '@server/types/models'
+import { WatchActionObject } from '@shared/models'
+import { getDurationFromActivityStream } from './activity'
+
+async function createOrUpdateLocalVideoViewer (watchAction: WatchActionObject, video: MVideo, t: Transaction) {
+  const stats = await LocalVideoViewerModel.loadByUrl(watchAction.id)
+  if (stats) await stats.destroy({ transaction: t })
+
+  const localVideoViewer = await LocalVideoViewerModel.create({
+    url: watchAction.id,
+    uuid: watchAction.uuid,
+
+    watchTime: getDurationFromActivityStream(watchAction.duration),
+
+    startDate: new Date(watchAction.startTime),
+    endDate: new Date(watchAction.endTime),
+
+    country: watchAction.location
+      ? watchAction.location.addressCountry
+      : null,
+
+    videoId: video.id
+  })
+
+  await LocalVideoViewerWatchSectionModel.bulkCreateSections({
+    localVideoViewerId: localVideoViewer.id,
+
+    watchSections: watchAction.watchSections.map(s => ({
+      start: s.startTimestamp,
+      end: s.endTimestamp
+    }))
+  })
+}
+
+// ---------------------------------------------------------------------------
+
+export {
+  createOrUpdateLocalVideoViewer
+}
diff --git a/server/lib/activitypub/process/process-create.ts b/server/lib/activitypub/process/process-create.ts
index b5b1a0feb..3e7931bb2 100644
--- a/server/lib/activitypub/process/process-create.ts
+++ b/server/lib/activitypub/process/process-create.ts
@@ -1,6 +1,7 @@
 import { isBlockedByServerOrAccount } from '@server/lib/blocklist'
 import { isRedundancyAccepted } from '@server/lib/redundancy'
-import { ActivityCreate, CacheFileObject, PlaylistObject, VideoCommentObject, VideoObject } from '@shared/models'
+import { VideoModel } from '@server/models/video/video'
+import { ActivityCreate, CacheFileObject, PlaylistObject, VideoCommentObject, VideoObject, WatchActionObject } from '@shared/models'
 import { retryTransactionWrapper } from '../../../helpers/database-utils'
 import { logger } from '../../../helpers/logger'
 import { sequelizeTypescript } from '../../../initializers/database'
@@ -8,6 +9,7 @@ import { APProcessorOptions } from '../../../types/activitypub-processor.model'
 import { MActorSignature, MCommentOwnerVideo, MVideoAccountLightBlacklistAllFiles } from '../../../types/models'
 import { Notifier } from '../../notifier'
 import { createOrUpdateCacheFile } from '../cache-file'
+import { createOrUpdateLocalVideoViewer } from '../local-video-viewer'
 import { createOrUpdateVideoPlaylist } from '../playlists'
 import { forwardVideoRelatedActivity } from '../send/shared/send-utils'
 import { resolveThread } from '../video-comments'
@@ -32,6 +34,10 @@ async function processCreateActivity (options: APProcessorOptions<ActivityCreate
     return retryTransactionWrapper(processCreateVideoComment, activity, byActor, notify)
   }
 
+  if (activityType === 'WatchAction') {
+    return retryTransactionWrapper(processCreateWatchAction, activity)
+  }
+
   if (activityType === 'CacheFile') {
     return retryTransactionWrapper(processCreateCacheFile, activity, byActor)
   }
@@ -81,6 +87,19 @@ async function processCreateCacheFile (activity: ActivityCreate, byActor: MActor
   }
 }
 
+async function processCreateWatchAction (activity: ActivityCreate) {
+  const watchAction = activity.object as WatchActionObject
+
+  if (watchAction.actionStatus !== 'CompletedActionStatus') return
+
+  const video = await VideoModel.loadByUrl(watchAction.object)
+  if (video.remote) return
+
+  await sequelizeTypescript.transaction(async t => {
+    return createOrUpdateLocalVideoViewer(watchAction, video, t)
+  })
+}
+
 async function processCreateVideoComment (activity: ActivityCreate, byActor: MActorSignature, notify: boolean) {
   const commentObject = activity.object as VideoCommentObject
   const byAccount = byActor.Account
diff --git a/server/lib/activitypub/process/process-view.ts b/server/lib/activitypub/process/process-view.ts
index c59940164..bad079843 100644
--- a/server/lib/activitypub/process/process-view.ts
+++ b/server/lib/activitypub/process/process-view.ts
@@ -1,4 +1,4 @@
-import { VideoViews } from '@server/lib/video-views'
+import { VideoViewsManager } from '@server/lib/views/video-views-manager'
 import { ActivityView } from '../../../../shared/models/activitypub'
 import { APProcessorOptions } from '../../../types/activitypub-processor.model'
 import { MActorSignature } from '../../../types/models'
@@ -32,7 +32,7 @@ async function processCreateView (activity: ActivityView, byActor: MActorSignatu
     ? new Date(activity.expires)
     : undefined
 
-  await VideoViews.Instance.processView({ video, ip: null, viewerExpires })
+  await VideoViewsManager.Instance.processRemoteView({ video, viewerExpires })
 
   if (video.isOwned()) {
     // Forward the view but don't resend the activity to the sender
diff --git a/server/lib/activitypub/send/send-create.ts b/server/lib/activitypub/send/send-create.ts
index 5d8763495..7c3a6bdd0 100644
--- a/server/lib/activitypub/send/send-create.ts
+++ b/server/lib/activitypub/send/send-create.ts
@@ -6,6 +6,7 @@ import { VideoCommentModel } from '../../../models/video/video-comment'
 import {
   MActorLight,
   MCommentOwnerVideo,
+  MLocalVideoViewerWithWatchSections,
   MVideoAccountLight,
   MVideoAP,
   MVideoPlaylistFull,
@@ -19,6 +20,7 @@ import {
   getActorsInvolvedInVideo,
   getAudienceFromFollowersOf,
   getVideoCommentAudience,
+  sendVideoActivityToOrigin,
   sendVideoRelatedActivity,
   unicastTo
 } from './shared'
@@ -61,6 +63,18 @@ async function sendCreateCacheFile (
   })
 }
 
+async function sendCreateWatchAction (stats: MLocalVideoViewerWithWatchSections, transaction: Transaction) {
+  logger.info('Creating job to send create watch action %s.', stats.url, lTags(stats.uuid))
+
+  const byActor = await getServerActor()
+
+  const activityBuilder = (audience: ActivityAudience) => {
+    return buildCreateActivity(stats.url, byActor, stats.toActivityPubObject(), audience)
+  }
+
+  return sendVideoActivityToOrigin(activityBuilder, { byActor, video: stats.Video, transaction, contextType: 'WatchAction' })
+}
+
 async function sendCreateVideoPlaylist (playlist: MVideoPlaylistFull, transaction: Transaction) {
   if (playlist.privacy === VideoPlaylistPrivacy.PRIVATE) return undefined
 
@@ -175,7 +189,8 @@ export {
   buildCreateActivity,
   sendCreateVideoComment,
   sendCreateVideoPlaylist,
-  sendCreateCacheFile
+  sendCreateCacheFile,
+  sendCreateWatchAction
 }
 
 // ---------------------------------------------------------------------------
diff --git a/server/lib/activitypub/send/send-view.ts b/server/lib/activitypub/send/send-view.ts
index 1f97307b9..1088bf258 100644
--- a/server/lib/activitypub/send/send-view.ts
+++ b/server/lib/activitypub/send/send-view.ts
@@ -1,27 +1,49 @@
 import { Transaction } from 'sequelize'
-import { VideoViews } from '@server/lib/video-views'
-import { MActorAudience, MVideoImmutable, MVideoUrl } from '@server/types/models'
+import { VideoViewsManager } from '@server/lib/views/video-views-manager'
+import { MActorAudience, MActorLight, MVideoImmutable, MVideoUrl } from '@server/types/models'
 import { ActivityAudience, ActivityView } from '@shared/models'
 import { logger } from '../../../helpers/logger'
-import { ActorModel } from '../../../models/actor/actor'
 import { audiencify, getAudience } from '../audience'
 import { getLocalVideoViewActivityPubUrl } from '../url'
 import { sendVideoRelatedActivity } from './shared/send-utils'
 
-async function sendView (byActor: ActorModel, video: MVideoImmutable, t: Transaction) {
-  logger.info('Creating job to send view of %s.', video.url)
+type ViewType = 'view' | 'viewer'
+
+async function sendView (options: {
+  byActor: MActorLight
+  type: ViewType
+  video: MVideoImmutable
+  transaction?: Transaction
+}) {
+  const { byActor, type, video, transaction } = options
+
+  logger.info('Creating job to send %s of %s.', type, video.url)
 
   const activityBuilder = (audience: ActivityAudience) => {
     const url = getLocalVideoViewActivityPubUrl(byActor, video)
 
-    return buildViewActivity(url, byActor, video, audience)
+    return buildViewActivity({ url, byActor, video, audience, type })
   }
 
-  return sendVideoRelatedActivity(activityBuilder, { byActor, video, transaction: t, contextType: 'View' })
+  return sendVideoRelatedActivity(activityBuilder, { byActor, video, transaction, contextType: 'View' })
 }
 
-function buildViewActivity (url: string, byActor: MActorAudience, video: MVideoUrl, audience?: ActivityAudience): ActivityView {
-  if (!audience) audience = getAudience(byActor)
+// ---------------------------------------------------------------------------
+
+export {
+  sendView
+}
+
+// ---------------------------------------------------------------------------
+
+function buildViewActivity (options: {
+  url: string
+  byActor: MActorAudience
+  video: MVideoUrl
+  type: ViewType
+  audience?: ActivityAudience
+}): ActivityView {
+  const { url, byActor, type, video, audience = getAudience(byActor) } = options
 
   return audiencify(
     {
@@ -29,14 +51,11 @@ function buildViewActivity (url: string, byActor: MActorAudience, video: MVideoU
       type: 'View' as 'View',
       actor: byActor.url,
       object: video.url,
-      expires: new Date(VideoViews.Instance.buildViewerExpireTime()).toISOString()
+
+      expires: type === 'viewer'
+        ? new Date(VideoViewsManager.Instance.buildViewerExpireTime()).toISOString()
+        : undefined
     },
     audience
   )
 }
-
-// ---------------------------------------------------------------------------
-
-export {
-  sendView
-}
diff --git a/server/lib/activitypub/url.ts b/server/lib/activitypub/url.ts
index 50be4fac9..8443fef4c 100644
--- a/server/lib/activitypub/url.ts
+++ b/server/lib/activitypub/url.ts
@@ -7,6 +7,7 @@ import {
   MActorId,
   MActorUrl,
   MCommentId,
+  MLocalVideoViewer,
   MVideoId,
   MVideoPlaylistElement,
   MVideoUrl,
@@ -59,6 +60,10 @@ function getLocalVideoViewActivityPubUrl (byActor: MActorUrl, video: MVideoId) {
   return byActor.url + '/views/videos/' + video.id + '/' + new Date().toISOString()
 }
 
+function getLocalVideoViewerActivityPubUrl (stats: MLocalVideoViewer) {
+  return WEBSERVER.URL + '/videos/local-viewer/' + stats.uuid
+}
+
 function getVideoLikeActivityPubUrlByLocalActor (byActor: MActorUrl, video: MVideoId) {
   return byActor.url + '/likes/' + video.id
 }
@@ -167,6 +172,7 @@ export {
   getLocalVideoCommentsActivityPubUrl,
   getLocalVideoLikesActivityPubUrl,
   getLocalVideoDislikesActivityPubUrl,
+  getLocalVideoViewerActivityPubUrl,
 
   getAbuseTargetUrl,
   checkUrlsSameHost,
diff --git a/server/lib/activitypub/videos/shared/object-to-model-attributes.ts b/server/lib/activitypub/videos/shared/object-to-model-attributes.ts
index c97217669..f02b9cba6 100644
--- a/server/lib/activitypub/videos/shared/object-to-model-attributes.ts
+++ b/server/lib/activitypub/videos/shared/object-to-model-attributes.ts
@@ -24,6 +24,7 @@ import {
   VideoPrivacy,
   VideoStreamingPlaylistType
 } from '@shared/models'
+import { getDurationFromActivityStream } from '../../activity'
 
 function getThumbnailFromIcons (videoObject: VideoObject) {
   let validIcons = videoObject.icon.filter(i => i.width > THUMBNAILS_SIZE.minWidth)
@@ -170,7 +171,6 @@ function getVideoAttributesFromObject (videoChannel: MChannelId, videoObject: Vi
     ? VideoPrivacy.PUBLIC
     : VideoPrivacy.UNLISTED
 
-  const duration = videoObject.duration.replace(/[^\d]+/, '')
   const language = videoObject.language?.identifier
 
   const category = videoObject.category
@@ -200,7 +200,7 @@ function getVideoAttributesFromObject (videoChannel: MChannelId, videoObject: Vi
     isLive: videoObject.isLiveBroadcast,
     state: videoObject.state,
     channelId: videoChannel.id,
-    duration: parseInt(duration, 10),
+    duration: getDurationFromActivityStream(videoObject.duration),
     createdAt: new Date(videoObject.published),
     publishedAt: new Date(videoObject.published),
 
diff --git a/server/lib/client-html.ts b/server/lib/client-html.ts
index a9c835fbf..337364ac9 100644
--- a/server/lib/client-html.ts
+++ b/server/lib/client-html.ts
@@ -23,11 +23,11 @@ import {
   WEBSERVER
 } from '../initializers/constants'
 import { AccountModel } from '../models/account/account'
-import { getActivityStreamDuration } from '../models/video/formatter/video-format-utils'
 import { VideoModel } from '../models/video/video'
 import { VideoChannelModel } from '../models/video/video-channel'
 import { VideoPlaylistModel } from '../models/video/video-playlist'
 import { MAccountActor, MChannelActor } from '../types/models'
+import { getActivityStreamDuration } from './activitypub/activity'
 import { getBiggestActorImage } from './actor-image'
 import { ServerConfigManager } from './server-config-manager'
 
diff --git a/server/lib/job-queue/handlers/video-views-stats.ts b/server/lib/job-queue/handlers/video-views-stats.ts
index caf5f6962..689a5a3b4 100644
--- a/server/lib/job-queue/handlers/video-views-stats.ts
+++ b/server/lib/job-queue/handlers/video-views-stats.ts
@@ -1,7 +1,7 @@
+import { VideoViewModel } from '@server/models/view/video-view'
 import { isTestInstance } from '../../../helpers/core-utils'
 import { logger } from '../../../helpers/logger'
 import { VideoModel } from '../../../models/video/video'
-import { VideoViewModel } from '../../../models/video/video-view'
 import { Redis } from '../../redis'
 
 async function processVideosViewsStats () {
diff --git a/server/lib/redis.ts b/server/lib/redis.ts
index c4c1fa443..b86aefa0e 100644
--- a/server/lib/redis.ts
+++ b/server/lib/redis.ts
@@ -249,6 +249,45 @@ class Redis {
     ])
   }
 
+  /* ************ Video viewers stats ************ */
+
+  getLocalVideoViewer (options: {
+    key?: string
+    // Or
+    ip?: string
+    videoId?: number
+  }) {
+    if (options.key) return this.getObject(options.key)
+
+    const { viewerKey } = this.generateLocalVideoViewerKeys(options.ip, options.videoId)
+
+    return this.getObject(viewerKey)
+  }
+
+  setLocalVideoViewer (ip: string, videoId: number, object: any) {
+    const { setKey, viewerKey } = this.generateLocalVideoViewerKeys(ip, videoId)
+
+    return Promise.all([
+      this.addToSet(setKey, viewerKey),
+      this.setObject(viewerKey, object)
+    ])
+  }
+
+  listLocalVideoViewerKeys () {
+    const { setKey } = this.generateLocalVideoViewerKeys()
+
+    return this.getSet(setKey)
+  }
+
+  deleteLocalVideoViewersKeys (key: string) {
+    const { setKey } = this.generateLocalVideoViewerKeys()
+
+    return Promise.all([
+      this.deleteFromSet(setKey, key),
+      this.deleteKey(key)
+    ])
+  }
+
   /* ************ Resumable uploads final responses ************ */
 
   setUploadSession (uploadId: string, response?: { video: { id: number, shortUUID: string, uuid: string } }) {
@@ -290,10 +329,18 @@ class Redis {
 
   /* ************ Keys generation ************ */
 
-  private generateLocalVideoViewsKeys (videoId?: Number) {
+  private generateLocalVideoViewsKeys (videoId: number): { setKey: string, videoKey: string }
+  private generateLocalVideoViewsKeys (): { setKey: string }
+  private generateLocalVideoViewsKeys (videoId?: number) {
     return { setKey: `local-video-views-buffer`, videoKey: `local-video-views-buffer-${videoId}` }
   }
 
+  private generateLocalVideoViewerKeys (ip: string, videoId: number): { setKey: string, viewerKey: string }
+  private generateLocalVideoViewerKeys (): { setKey: string }
+  private generateLocalVideoViewerKeys (ip?: string, videoId?: number) {
+    return { setKey: `local-video-viewer-stats-keys`, viewerKey: `local-video-viewer-stats-${ip}-${videoId}` }
+  }
+
   private generateVideoViewStatsKeys (options: { videoId?: number, hour?: number }) {
     const hour = exists(options.hour)
       ? options.hour
@@ -352,8 +399,23 @@ class Redis {
     return this.client.del(this.prefix + key)
   }
 
-  private async setValue (key: string, value: string, expirationMilliseconds: number) {
-    const result = await this.client.set(this.prefix + key, value, { PX: expirationMilliseconds })
+  private async getObject (key: string) {
+    const value = await this.getValue(key)
+    if (!value) return null
+
+    return JSON.parse(value)
+  }
+
+  private setObject (key: string, value: { [ id: string ]: number | string }) {
+    return this.setValue(key, JSON.stringify(value))
+  }
+
+  private async setValue (key: string, value: string, expirationMilliseconds?: number) {
+    const options = expirationMilliseconds
+      ? { PX: expirationMilliseconds }
+      : {}
+
+    const result = await this.client.set(this.prefix + key, value, options)
 
     if (result !== 'OK') throw new Error('Redis set result is not OK.')
   }
diff --git a/server/lib/schedulers/geo-ip-update-scheduler.ts b/server/lib/schedulers/geo-ip-update-scheduler.ts
new file mode 100644
index 000000000..9dda6d76c
--- /dev/null
+++ b/server/lib/schedulers/geo-ip-update-scheduler.ts
@@ -0,0 +1,22 @@
+import { GeoIP } from '@server/helpers/geo-ip'
+import { SCHEDULER_INTERVALS_MS } from '../../initializers/constants'
+import { AbstractScheduler } from './abstract-scheduler'
+
+export class GeoIPUpdateScheduler extends AbstractScheduler {
+
+  private static instance: AbstractScheduler
+
+  protected schedulerIntervalMs = SCHEDULER_INTERVALS_MS.YOUTUBE_DL_UPDATE
+
+  private constructor () {
+    super()
+  }
+
+  protected internalExecute () {
+    return GeoIP.Instance.updateDatabase()
+  }
+
+  static get Instance () {
+    return this.instance || (this.instance = new this())
+  }
+}
diff --git a/server/lib/schedulers/remove-old-views-scheduler.ts b/server/lib/schedulers/remove-old-views-scheduler.ts
index 64bef97fe..8bc53a045 100644
--- a/server/lib/schedulers/remove-old-views-scheduler.ts
+++ b/server/lib/schedulers/remove-old-views-scheduler.ts
@@ -1,8 +1,8 @@
+import { VideoViewModel } from '@server/models/view/video-view'
 import { logger } from '../../helpers/logger'
-import { AbstractScheduler } from './abstract-scheduler'
-import { SCHEDULER_INTERVALS_MS } from '../../initializers/constants'
 import { CONFIG } from '../../initializers/config'
-import { VideoViewModel } from '../../models/video/video-view'
+import { SCHEDULER_INTERVALS_MS } from '../../initializers/constants'
+import { AbstractScheduler } from './abstract-scheduler'
 
 export class RemoveOldViewsScheduler extends AbstractScheduler {
 
diff --git a/server/lib/schedulers/video-views-buffer-scheduler.ts b/server/lib/schedulers/video-views-buffer-scheduler.ts
index c0e72c461..937764155 100644
--- a/server/lib/schedulers/video-views-buffer-scheduler.ts
+++ b/server/lib/schedulers/video-views-buffer-scheduler.ts
@@ -21,8 +21,6 @@ export class VideoViewsBufferScheduler extends AbstractScheduler {
     const videoIds = await Redis.Instance.listLocalVideosViewed()
     if (videoIds.length === 0) return
 
-    logger.info('Processing local video views buffer.', { videoIds, ...lTags() })
-
     for (const videoId of videoIds) {
       try {
         const views = await Redis.Instance.getLocalVideoViews(videoId)
@@ -34,6 +32,8 @@ export class VideoViewsBufferScheduler extends AbstractScheduler {
           continue
         }
 
+        logger.info('Processing local video %s views buffer.', video.uuid, lTags(video.uuid))
+
         // If this is a remote video, the origin instance will send us an update
         await VideoModel.incrementViews(videoId, views)
 
diff --git a/server/lib/video-views.ts b/server/lib/video-views.ts
deleted file mode 100644
index c024eb93c..000000000
--- a/server/lib/video-views.ts
+++ /dev/null
@@ -1,131 +0,0 @@
-import { isTestInstance } from '@server/helpers/core-utils'
-import { logger, loggerTagsFactory } from '@server/helpers/logger'
-import { VIEW_LIFETIME } from '@server/initializers/constants'
-import { VideoModel } from '@server/models/video/video'
-import { MVideo } from '@server/types/models'
-import { PeerTubeSocket } from './peertube-socket'
-import { Redis } from './redis'
-
-const lTags = loggerTagsFactory('views')
-
-export class VideoViews {
-
-  // Values are Date().getTime()
-  private readonly viewersPerVideo = new Map<number, number[]>()
-
-  private static instance: VideoViews
-
-  private constructor () {
-  }
-
-  init () {
-    setInterval(() => this.cleanViewers(), VIEW_LIFETIME.VIEWER)
-  }
-
-  async processView (options: {
-    video: MVideo
-    ip: string | null
-    viewerExpires?: Date
-  }) {
-    const { video, ip, viewerExpires } = options
-
-    logger.debug('Processing view for %s and ip %s.', video.url, ip, lTags())
-
-    let success = await this.addView(video, ip)
-
-    if (video.isLive) {
-      const successViewer = await this.addViewer(video, ip, viewerExpires)
-      success ||= successViewer
-    }
-
-    return success
-  }
-
-  getViewers (video: MVideo) {
-    const viewers = this.viewersPerVideo.get(video.id)
-    if (!viewers) return 0
-
-    return viewers.length
-  }
-
-  buildViewerExpireTime () {
-    return new Date().getTime() + VIEW_LIFETIME.VIEWER
-  }
-
-  private async addView (video: MVideo, ip: string | null) {
-    const promises: Promise<any>[] = []
-
-    if (ip !== null) {
-      const viewExists = await Redis.Instance.doesVideoIPViewExist(ip, video.uuid)
-      if (viewExists) return false
-
-      promises.push(Redis.Instance.setIPVideoView(ip, video.uuid))
-    }
-
-    if (video.isOwned()) {
-      promises.push(Redis.Instance.addLocalVideoView(video.id))
-    }
-
-    promises.push(Redis.Instance.addVideoViewStats(video.id))
-
-    await Promise.all(promises)
-
-    return true
-  }
-
-  private async addViewer (video: MVideo, ip: string | null, viewerExpires?: Date) {
-    if (ip !== null) {
-      const viewExists = await Redis.Instance.doesVideoIPViewerExist(ip, video.uuid)
-      if (viewExists) return false
-
-      await Redis.Instance.setIPVideoViewer(ip, video.uuid)
-    }
-
-    let watchers = this.viewersPerVideo.get(video.id)
-
-    if (!watchers) {
-      watchers = []
-      this.viewersPerVideo.set(video.id, watchers)
-    }
-
-    const expiration = viewerExpires
-      ? viewerExpires.getTime()
-      : this.buildViewerExpireTime()
-
-    watchers.push(expiration)
-    await this.notifyClients(video.id, watchers.length)
-
-    return true
-  }
-
-  private async cleanViewers () {
-    if (!isTestInstance()) logger.info('Cleaning video viewers.', lTags())
-
-    for (const videoId of this.viewersPerVideo.keys()) {
-      const notBefore = new Date().getTime()
-
-      const viewers = this.viewersPerVideo.get(videoId)
-
-      // Only keep not expired viewers
-      const newViewers = viewers.filter(w => w > notBefore)
-
-      if (newViewers.length === 0) this.viewersPerVideo.delete(videoId)
-      else this.viewersPerVideo.set(videoId, newViewers)
-
-      await this.notifyClients(videoId, newViewers.length)
-    }
-  }
-
-  private async notifyClients (videoId: string | number, viewersLength: number) {
-    const video = await VideoModel.loadImmutableAttributes(videoId)
-    if (!video) return
-
-    PeerTubeSocket.Instance.sendVideoViewsUpdate(video, viewersLength)
-
-    logger.debug('Live video views update for %s is %d.', video.url, viewersLength, lTags())
-  }
-
-  static get Instance () {
-    return this.instance || (this.instance = new this())
-  }
-}
diff --git a/server/lib/views/shared/index.ts b/server/lib/views/shared/index.ts
new file mode 100644
index 000000000..dd510f4e2
--- /dev/null
+++ b/server/lib/views/shared/index.ts
@@ -0,0 +1,2 @@
+export * from './video-viewers'
+export * from './video-views'
diff --git a/server/lib/views/shared/video-viewers.ts b/server/lib/views/shared/video-viewers.ts
new file mode 100644
index 000000000..5c26f8982
--- /dev/null
+++ b/server/lib/views/shared/video-viewers.ts
@@ -0,0 +1,276 @@
+import { Transaction } from 'sequelize/types'
+import { isTestInstance } from '@server/helpers/core-utils'
+import { GeoIP } from '@server/helpers/geo-ip'
+import { logger, loggerTagsFactory } from '@server/helpers/logger'
+import { MAX_LOCAL_VIEWER_WATCH_SECTIONS, VIEW_LIFETIME } from '@server/initializers/constants'
+import { sequelizeTypescript } from '@server/initializers/database'
+import { sendCreateWatchAction } from '@server/lib/activitypub/send'
+import { getLocalVideoViewerActivityPubUrl } from '@server/lib/activitypub/url'
+import { PeerTubeSocket } from '@server/lib/peertube-socket'
+import { Redis } from '@server/lib/redis'
+import { VideoModel } from '@server/models/video/video'
+import { LocalVideoViewerModel } from '@server/models/view/local-video-viewer'
+import { LocalVideoViewerWatchSectionModel } from '@server/models/view/local-video-viewer-watch-section'
+import { MVideo } from '@server/types/models'
+import { VideoViewEvent } from '@shared/models'
+
+const lTags = loggerTagsFactory('views')
+
+type LocalViewerStats = {
+  firstUpdated: number // Date.getTime()
+  lastUpdated: number // Date.getTime()
+
+  watchSections: {
+    start: number
+    end: number
+  }[]
+
+  watchTime: number
+
+  country: string
+
+  videoId: number
+}
+
+export class VideoViewers {
+
+  // Values are Date().getTime()
+  private readonly viewersPerVideo = new Map<number, number[]>()
+
+  private processingViewerCounters = false
+  private processingViewerStats = false
+
+  constructor () {
+    setInterval(() => this.cleanViewerCounters(), VIEW_LIFETIME.VIEWER)
+
+    setInterval(() => this.processViewerStats(), VIEW_LIFETIME.VIEWER_STATS)
+  }
+
+  // ---------------------------------------------------------------------------
+
+  getViewers (video: MVideo) {
+    const viewers = this.viewersPerVideo.get(video.id)
+    if (!viewers) return 0
+
+    return viewers.length
+  }
+
+  buildViewerExpireTime () {
+    return new Date().getTime() + VIEW_LIFETIME.VIEWER
+  }
+
+  async getWatchTime (videoId: number, ip: string) {
+    const stats: LocalViewerStats = await Redis.Instance.getLocalVideoViewer({ ip, videoId })
+
+    return stats?.watchTime || 0
+  }
+
+  async addLocalViewer (options: {
+    video: MVideo
+    currentTime: number
+    ip: string
+    viewEvent?: VideoViewEvent
+  }) {
+    const { video, ip, viewEvent, currentTime } = options
+
+    logger.debug('Adding local viewer to video %s.', video.uuid, { currentTime, viewEvent, ...lTags(video.uuid) })
+
+    await this.updateLocalViewerStats({ video, viewEvent, currentTime, ip })
+
+    const viewExists = await Redis.Instance.doesVideoIPViewerExist(ip, video.uuid)
+    if (viewExists) return false
+
+    await Redis.Instance.setIPVideoViewer(ip, video.uuid)
+
+    return this.addViewerToVideo({ video })
+  }
+
+  async addRemoteViewer (options: {
+    video: MVideo
+    viewerExpires: Date
+  }) {
+    const { video, viewerExpires } = options
+
+    logger.debug('Adding remote viewer to video %s.', video.uuid, { ...lTags(video.uuid) })
+
+    return this.addViewerToVideo({ video, viewerExpires })
+  }
+
+  private async addViewerToVideo (options: {
+    video: MVideo
+    viewerExpires?: Date
+  }) {
+    const { video, viewerExpires } = options
+
+    let watchers = this.viewersPerVideo.get(video.id)
+
+    if (!watchers) {
+      watchers = []
+      this.viewersPerVideo.set(video.id, watchers)
+    }
+
+    const expiration = viewerExpires
+      ? viewerExpires.getTime()
+      : this.buildViewerExpireTime()
+
+    watchers.push(expiration)
+    await this.notifyClients(video.id, watchers.length)
+
+    return true
+  }
+
+  private async updateLocalViewerStats (options: {
+    video: MVideo
+    ip: string
+    currentTime: number
+    viewEvent?: VideoViewEvent
+  }) {
+    const { video, ip, viewEvent, currentTime } = options
+    const nowMs = new Date().getTime()
+
+    let stats: LocalViewerStats = await Redis.Instance.getLocalVideoViewer({ ip, videoId: video.id })
+
+    if (stats && stats.watchSections.length >= MAX_LOCAL_VIEWER_WATCH_SECTIONS) {
+      logger.warn('Too much watch section to store for a viewer, skipping this one', { currentTime, viewEvent, ...lTags(video.uuid) })
+      return
+    }
+
+    if (!stats) {
+      const country = await GeoIP.Instance.safeCountryISOLookup(ip)
+
+      stats = {
+        firstUpdated: nowMs,
+        lastUpdated: nowMs,
+
+        watchSections: [],
+
+        watchTime: 0,
+
+        country,
+        videoId: video.id
+      }
+    }
+
+    stats.lastUpdated = nowMs
+
+    if (viewEvent === 'seek' || stats.watchSections.length === 0) {
+      stats.watchSections.push({
+        start: currentTime,
+        end: currentTime
+      })
+    } else {
+      const lastSection = stats.watchSections[stats.watchSections.length - 1]
+      lastSection.end = currentTime
+    }
+
+    stats.watchTime = this.buildWatchTimeFromSections(stats.watchSections)
+
+    logger.debug('Set local video viewer stats for video %s.', video.uuid, { stats, ...lTags(video.uuid) })
+
+    await Redis.Instance.setLocalVideoViewer(ip, video.id, stats)
+  }
+
+  private async cleanViewerCounters () {
+    if (this.processingViewerCounters) return
+    this.processingViewerCounters = true
+
+    if (!isTestInstance()) logger.info('Cleaning video viewers.', lTags())
+
+    try {
+      for (const videoId of this.viewersPerVideo.keys()) {
+        const notBefore = new Date().getTime()
+
+        const viewers = this.viewersPerVideo.get(videoId)
+
+        // Only keep not expired viewers
+        const newViewers = viewers.filter(w => w > notBefore)
+
+        if (newViewers.length === 0) this.viewersPerVideo.delete(videoId)
+        else this.viewersPerVideo.set(videoId, newViewers)
+
+        await this.notifyClients(videoId, newViewers.length)
+      }
+    } catch (err) {
+      logger.error('Error in video clean viewers scheduler.', { err, ...lTags() })
+    }
+
+    this.processingViewerCounters = false
+  }
+
+  private async notifyClients (videoId: string | number, viewersLength: number) {
+    const video = await VideoModel.loadImmutableAttributes(videoId)
+    if (!video) return
+
+    PeerTubeSocket.Instance.sendVideoViewsUpdate(video, viewersLength)
+
+    logger.debug('Video viewers update for %s is %d.', video.url, viewersLength, lTags())
+  }
+
+  async processViewerStats () {
+    if (this.processingViewerStats) return
+    this.processingViewerStats = true
+
+    if (!isTestInstance()) logger.info('Processing viewers.', lTags())
+
+    const now = new Date().getTime()
+
+    try {
+      const allKeys = await Redis.Instance.listLocalVideoViewerKeys()
+
+      for (const key of allKeys) {
+        const stats: LocalViewerStats = await Redis.Instance.getLocalVideoViewer({ key })
+
+        if (stats.lastUpdated > now - VIEW_LIFETIME.VIEWER_STATS) {
+          continue
+        }
+
+        try {
+          await sequelizeTypescript.transaction(async t => {
+            const video = await VideoModel.load(stats.videoId, t)
+
+            const statsModel = await this.saveViewerStats(video, stats, t)
+
+            if (video.remote) {
+              await sendCreateWatchAction(statsModel, t)
+            }
+          })
+
+          await Redis.Instance.deleteLocalVideoViewersKeys(key)
+        } catch (err) {
+          logger.error('Cannot process viewer stats for Redis key %s.', key, { err, ...lTags() })
+        }
+      }
+    } catch (err) {
+      logger.error('Error in video save viewers stats scheduler.', { err, ...lTags() })
+    }
+
+    this.processingViewerStats = false
+  }
+
+  private async saveViewerStats (video: MVideo, stats: LocalViewerStats, transaction: Transaction) {
+    const statsModel = new LocalVideoViewerModel({
+      startDate: new Date(stats.firstUpdated),
+      endDate: new Date(stats.lastUpdated),
+      watchTime: stats.watchTime,
+      country: stats.country,
+      videoId: video.id
+    })
+
+    statsModel.url = getLocalVideoViewerActivityPubUrl(statsModel)
+    statsModel.Video = video as VideoModel
+
+    await statsModel.save({ transaction })
+
+    statsModel.WatchSections = await LocalVideoViewerWatchSectionModel.bulkCreateSections({
+      localVideoViewerId: statsModel.id,
+      watchSections: stats.watchSections,
+      transaction
+    })
+
+    return statsModel
+  }
+
+  private buildWatchTimeFromSections (sections: { start: number, end: number }[]) {
+    return sections.reduce((p, current) => p + (current.end - current.start), 0)
+  }
+}
diff --git a/server/lib/views/shared/video-views.ts b/server/lib/views/shared/video-views.ts
new file mode 100644
index 000000000..19250f993
--- /dev/null
+++ b/server/lib/views/shared/video-views.ts
@@ -0,0 +1,60 @@
+import { logger, loggerTagsFactory } from '@server/helpers/logger'
+import { MVideo } from '@server/types/models'
+import { Redis } from '../../redis'
+
+const lTags = loggerTagsFactory('views')
+
+export class VideoViews {
+
+  async addLocalView (options: {
+    video: MVideo
+    ip: string
+    watchTime: number
+  }) {
+    const { video, ip, watchTime } = options
+
+    logger.debug('Adding local view to video %s.', video.uuid, { watchTime, ...lTags(video.uuid) })
+
+    if (!this.hasEnoughWatchTime(video, watchTime)) return false
+
+    const viewExists = await Redis.Instance.doesVideoIPViewExist(ip, video.uuid)
+    if (viewExists) return false
+
+    await Redis.Instance.setIPVideoView(ip, video.uuid)
+
+    await this.addView(video)
+
+    return true
+  }
+
+  async addRemoteView (options: {
+    video: MVideo
+  }) {
+    const { video } = options
+
+    logger.debug('Adding remote view to video %s.', video.uuid, { ...lTags(video.uuid) })
+
+    await this.addView(video)
+
+    return true
+  }
+
+  private async addView (video: MVideo) {
+    const promises: Promise<any>[] = []
+
+    if (video.isOwned()) {
+      promises.push(Redis.Instance.addLocalVideoView(video.id))
+    }
+
+    promises.push(Redis.Instance.addVideoViewStats(video.id))
+
+    await Promise.all(promises)
+  }
+
+  private hasEnoughWatchTime (video: MVideo, watchTime: number) {
+    if (video.isLive || video.duration >= 30) return watchTime >= 30
+
+    // Check more than 50% of the video is watched
+    return video.duration / watchTime < 2
+  }
+}
diff --git a/server/lib/views/video-views-manager.ts b/server/lib/views/video-views-manager.ts
new file mode 100644
index 000000000..e07af1ca9
--- /dev/null
+++ b/server/lib/views/video-views-manager.ts
@@ -0,0 +1,70 @@
+import { logger, loggerTagsFactory } from '@server/helpers/logger'
+import { MVideo } from '@server/types/models'
+import { VideoViewEvent } from '@shared/models'
+import { VideoViewers, VideoViews } from './shared'
+
+const lTags = loggerTagsFactory('views')
+
+export class VideoViewsManager {
+
+  private static instance: VideoViewsManager
+
+  private videoViewers: VideoViewers
+  private videoViews: VideoViews
+
+  private constructor () {
+  }
+
+  init () {
+    this.videoViewers = new VideoViewers()
+    this.videoViews = new VideoViews()
+  }
+
+  async processLocalView (options: {
+    video: MVideo
+    currentTime: number
+    ip: string | null
+    viewEvent?: VideoViewEvent
+  }) {
+    const { video, ip, viewEvent, currentTime } = options
+
+    logger.debug('Processing local view for %s and ip %s.', video.url, ip, lTags())
+
+    const successViewer = await this.videoViewers.addLocalViewer({ video, ip, viewEvent, currentTime })
+
+    // Do it after added local viewer to fetch updated information
+    const watchTime = await this.videoViewers.getWatchTime(video.id, ip)
+
+    const successView = await this.videoViews.addLocalView({ video, watchTime, ip })
+
+    return { successView, successViewer }
+  }
+
+  async processRemoteView (options: {
+    video: MVideo
+    viewerExpires?: Date
+  }) {
+    const { video, viewerExpires } = options
+
+    logger.debug('Processing remote view for %s.', video.url, { viewerExpires, ...lTags() })
+
+    if (viewerExpires) await this.videoViewers.addRemoteViewer({ video, viewerExpires })
+    else await this.videoViews.addRemoteView({ video })
+  }
+
+  getViewers (video: MVideo) {
+    return this.videoViewers.getViewers(video)
+  }
+
+  buildViewerExpireTime () {
+    return this.videoViewers.buildViewerExpireTime()
+  }
+
+  processViewers () {
+    return this.videoViewers.processViewerStats()
+  }
+
+  static get Instance () {
+    return this.instance || (this.instance = new this())
+  }
+}
diff --git a/server/middlewares/cache/shared/api-cache.ts b/server/middlewares/cache/shared/api-cache.ts
index 86c5095b5..abc919339 100644
--- a/server/middlewares/cache/shared/api-cache.ts
+++ b/server/middlewares/cache/shared/api-cache.ts
@@ -6,8 +6,8 @@ import { OutgoingHttpHeaders } from 'http'
 import { isTestInstance, parseDurationToMs } from '@server/helpers/core-utils'
 import { logger } from '@server/helpers/logger'
 import { Redis } from '@server/lib/redis'
-import { HttpStatusCode } from '@shared/models'
 import { asyncMiddleware } from '@server/middlewares'
+import { HttpStatusCode } from '@shared/models'
 
 export interface APICacheOptions {
   headerBlacklist?: string[]
@@ -152,7 +152,7 @@ export class ApiCache {
       end: res.end,
       cacheable: true,
       content: undefined,
-      headers: {}
+      headers: undefined
     }
 
     // Patch express
diff --git a/server/middlewares/validators/express.ts b/server/middlewares/validators/express.ts
new file mode 100644
index 000000000..718aec55b
--- /dev/null
+++ b/server/middlewares/validators/express.ts
@@ -0,0 +1,15 @@
+import * as express from 'express'
+
+const methodsValidator = (methods: string[]) => {
+  return (req: express.Request, res: express.Response, next: express.NextFunction) => {
+    if (methods.includes(req.method) !== true) {
+      return res.sendStatus(405)
+    }
+
+    return next()
+  }
+}
+
+export {
+  methodsValidator
+}
diff --git a/server/middlewares/validators/index.ts b/server/middlewares/validators/index.ts
index 94a3c2dea..b0ad04819 100644
--- a/server/middlewares/validators/index.ts
+++ b/server/middlewares/validators/index.ts
@@ -1,17 +1,26 @@
+export * from './activitypub'
+export * from './videos'
 export * from './abuse'
 export * from './account'
 export * from './actor-image'
 export * from './blocklist'
+export * from './bulk'
+export * from './config'
+export * from './express'
+export * from './feeds'
+export * from './follows'
+export * from './jobs'
+export * from './logs'
 export * from './oembed'
-export * from './activitypub'
 export * from './pagination'
-export * from './follows'
-export * from './feeds'
-export * from './sort'
-export * from './users'
-export * from './user-subscriptions'
-export * from './videos'
+export * from './plugins'
+export * from './redundancy'
 export * from './search'
 export * from './server'
+export * from './sort'
+export * from './themes'
 export * from './user-history'
+export * from './user-notifications'
+export * from './user-subscriptions'
+export * from './users'
 export * from './webfinger'
diff --git a/server/middlewares/validators/videos/index.ts b/server/middlewares/validators/videos/index.ts
index c7dea4b3d..bd2590bc5 100644
--- a/server/middlewares/validators/videos/index.ts
+++ b/server/middlewares/validators/videos/index.ts
@@ -6,9 +6,10 @@ export * from './video-files'
 export * from './video-imports'
 export * from './video-live'
 export * from './video-ownership-changes'
-export * from './video-watch'
+export * from './video-view'
 export * from './video-rates'
 export * from './video-shares'
+export * from './video-stats'
 export * from './video-studio'
 export * from './video-transcoding'
 export * from './videos'
diff --git a/server/middlewares/validators/videos/video-stats.ts b/server/middlewares/validators/videos/video-stats.ts
new file mode 100644
index 000000000..358b6b473
--- /dev/null
+++ b/server/middlewares/validators/videos/video-stats.ts
@@ -0,0 +1,73 @@
+import express from 'express'
+import { param } from 'express-validator'
+import { isValidStatTimeserieMetric } from '@server/helpers/custom-validators/video-stats'
+import { HttpStatusCode, UserRight } from '@shared/models'
+import { logger } from '../../../helpers/logger'
+import { areValidationErrors, checkUserCanManageVideo, doesVideoExist, isValidVideoIdParam } from '../shared'
+
+const videoOverallStatsValidator = [
+  isValidVideoIdParam('videoId'),
+
+  async (req: express.Request, res: express.Response, next: express.NextFunction) => {
+    logger.debug('Checking videoOverallStatsValidator parameters', { parameters: req.body })
+
+    if (areValidationErrors(req, res)) return
+    if (!await commonStatsCheck(req, res)) return
+
+    return next()
+  }
+]
+
+const videoRetentionStatsValidator = [
+  isValidVideoIdParam('videoId'),
+
+  async (req: express.Request, res: express.Response, next: express.NextFunction) => {
+    logger.debug('Checking videoRetentionStatsValidator parameters', { parameters: req.body })
+
+    if (areValidationErrors(req, res)) return
+    if (!await commonStatsCheck(req, res)) return
+
+    if (res.locals.videoAll.isLive) {
+      return res.fail({
+        status: HttpStatusCode.BAD_REQUEST_400,
+        message: 'Cannot get retention stats of live video'
+      })
+    }
+
+    return next()
+  }
+]
+
+const videoTimeserieStatsValidator = [
+  isValidVideoIdParam('videoId'),
+
+  param('metric')
+    .custom(isValidStatTimeserieMetric)
+    .withMessage('Should have a valid timeserie metric'),
+
+  async (req: express.Request, res: express.Response, next: express.NextFunction) => {
+    logger.debug('Checking videoTimeserieStatsValidator parameters', { parameters: req.body })
+
+    if (areValidationErrors(req, res)) return
+    if (!await commonStatsCheck(req, res)) return
+
+    return next()
+  }
+]
+
+// ---------------------------------------------------------------------------
+
+export {
+  videoOverallStatsValidator,
+  videoTimeserieStatsValidator,
+  videoRetentionStatsValidator
+}
+
+// ---------------------------------------------------------------------------
+
+async function commonStatsCheck (req: express.Request, res: express.Response) {
+  if (!await doesVideoExist(req.params.videoId, res, 'all')) return false
+  if (!checkUserCanManageVideo(res.locals.oauth.token.User, res.locals.videoAll, UserRight.SEE_ALL_VIDEOS, res)) return false
+
+  return true
+}
diff --git a/server/middlewares/validators/videos/video-view.ts b/server/middlewares/validators/videos/video-view.ts
new file mode 100644
index 000000000..7a4994e8a
--- /dev/null
+++ b/server/middlewares/validators/videos/video-view.ts
@@ -0,0 +1,74 @@
+import express from 'express'
+import { body, param } from 'express-validator'
+import { isVideoTimeValid } from '@server/helpers/custom-validators/video-view'
+import { LocalVideoViewerModel } from '@server/models/view/local-video-viewer'
+import { HttpStatusCode } from '../../../../shared/models/http/http-error-codes'
+import { exists, isIdValid, isIntOrNull, toIntOrNull } from '../../../helpers/custom-validators/misc'
+import { logger } from '../../../helpers/logger'
+import { areValidationErrors, doesVideoExist, isValidVideoIdParam } from '../shared'
+
+const getVideoLocalViewerValidator = [
+  param('localViewerId')
+    .custom(isIdValid).withMessage('Should have a valid local viewer id'),
+
+  async (req: express.Request, res: express.Response, next: express.NextFunction) => {
+    logger.debug('Checking getVideoLocalViewerValidator parameters', { parameters: req.params })
+
+    if (areValidationErrors(req, res)) return
+
+    const localViewer = await LocalVideoViewerModel.loadFullById(+req.params.localViewerId)
+    if (!localViewer) {
+      return res.fail({
+        status: HttpStatusCode.NOT_FOUND_404,
+        message: 'Local viewer not found'
+      })
+    }
+
+    res.locals.localViewerFull = localViewer
+
+    return next()
+  }
+]
+
+const videoViewValidator = [
+  isValidVideoIdParam('videoId'),
+
+  body('currentTime')
+    .optional() // TODO: remove optional in a few versions, introduced in 4.2
+    .customSanitizer(toIntOrNull)
+    .custom(isIntOrNull).withMessage('Should have correct current time'),
+
+  async (req: express.Request, res: express.Response, next: express.NextFunction) => {
+    logger.debug('Checking videoView parameters', { parameters: req.body })
+
+    if (areValidationErrors(req, res)) return
+    if (!await doesVideoExist(req.params.videoId, res, 'only-video')) return
+
+    const video = res.locals.onlyVideo
+    const videoDuration = video.isLive
+      ? undefined
+      : video.duration
+
+    if (!exists(req.body.currentTime)) { // TODO: remove in a few versions, introduced in 4.2
+      req.body.currentTime = Math.min(videoDuration ?? 0, 30)
+    }
+
+    const currentTime: number = req.body.currentTime
+
+    if (!isVideoTimeValid(currentTime, videoDuration)) {
+      return res.fail({
+        status: HttpStatusCode.BAD_REQUEST_400,
+        message: 'Current time is invalid'
+      })
+    }
+
+    return next()
+  }
+]
+
+// ---------------------------------------------------------------------------
+
+export {
+  videoViewValidator,
+  getVideoLocalViewerValidator
+}
diff --git a/server/middlewares/validators/videos/video-watch.ts b/server/middlewares/validators/videos/video-watch.ts
deleted file mode 100644
index d83710a64..000000000
--- a/server/middlewares/validators/videos/video-watch.ts
+++ /dev/null
@@ -1,38 +0,0 @@
-import express from 'express'
-import { body } from 'express-validator'
-import { HttpStatusCode } from '../../../../shared/models/http/http-error-codes'
-import { toIntOrNull } from '../../../helpers/custom-validators/misc'
-import { logger } from '../../../helpers/logger'
-import { areValidationErrors, doesVideoExist, isValidVideoIdParam } from '../shared'
-
-const videoWatchingValidator = [
-  isValidVideoIdParam('videoId'),
-
-  body('currentTime')
-    .customSanitizer(toIntOrNull)
-    .isInt().withMessage('Should have correct current time'),
-
-  async (req: express.Request, res: express.Response, next: express.NextFunction) => {
-    logger.debug('Checking videoWatching parameters', { parameters: req.body })
-
-    if (areValidationErrors(req, res)) return
-    if (!await doesVideoExist(req.params.videoId, res, 'id')) return
-
-    const user = res.locals.oauth.token.User
-    if (user.videosHistoryEnabled === false) {
-      logger.warn('Cannot set videos to watch by user %d: videos history is disabled.', user.id)
-      return res.fail({
-        status: HttpStatusCode.CONFLICT_409,
-        message: 'Video history is disabled'
-      })
-    }
-
-    return next()
-  }
-]
-
-// ---------------------------------------------------------------------------
-
-export {
-  videoWatchingValidator
-}
diff --git a/server/models/video/formatter/video-format-utils.ts b/server/models/video/formatter/video-format-utils.ts
index 611edf0b9..6222107d7 100644
--- a/server/models/video/formatter/video-format-utils.ts
+++ b/server/models/video/formatter/video-format-utils.ts
@@ -1,11 +1,19 @@
 import { generateMagnetUri } from '@server/helpers/webtorrent'
+import { getActivityStreamDuration } from '@server/lib/activitypub/activity'
 import { getLocalVideoFileMetadataUrl } from '@server/lib/video-urls'
-import { VideoViews } from '@server/lib/video-views'
+import { VideoViewsManager } from '@server/lib/views/video-views-manager'
 import { uuidToShort } from '@shared/extra-utils'
-import { VideoFile, VideosCommonQueryAfterSanitize } from '@shared/models'
-import { ActivityTagObject, ActivityUrlObject, VideoObject } from '../../../../shared/models/activitypub/objects'
-import { Video, VideoDetails, VideoInclude } from '../../../../shared/models/videos'
-import { VideoStreamingPlaylist } from '../../../../shared/models/videos/video-streaming-playlist.model'
+import {
+  ActivityTagObject,
+  ActivityUrlObject,
+  Video,
+  VideoDetails,
+  VideoFile,
+  VideoInclude,
+  VideoObject,
+  VideosCommonQueryAfterSanitize,
+  VideoStreamingPlaylist
+} from '@shared/models'
 import { isArray } from '../../../helpers/custom-validators/misc'
 import {
   MIMETYPES,
@@ -97,7 +105,10 @@ function videoModelToFormattedJSON (video: MVideoFormattable, options: VideoForm
 
     isLocal: video.isOwned(),
     duration: video.duration,
+
     views: video.views,
+    viewers: VideoViewsManager.Instance.getViewers(video),
+
     likes: video.likes,
     dislikes: video.dislikes,
     thumbnailPath: video.getMiniatureStaticPath(),
@@ -121,10 +132,6 @@ function videoModelToFormattedJSON (video: MVideoFormattable, options: VideoForm
     pluginData: (video as any).pluginData
   }
 
-  if (video.isLive) {
-    videoObject.viewers = VideoViews.Instance.getViewers(video)
-  }
-
   const add = options.additionalAttributes
   if (add?.state === true) {
     videoObject.state = {
@@ -459,11 +466,6 @@ function videoModelToActivityPubObject (video: MVideoAP): VideoObject {
   }
 }
 
-function getActivityStreamDuration (duration: number) {
-  // https://www.w3.org/TR/activitystreams-vocabulary/#dfn-duration
-  return 'PT' + duration + 'S'
-}
-
 function getCategoryLabel (id: number) {
   return VIDEO_CATEGORIES[id] || 'Misc'
 }
@@ -489,7 +491,6 @@ export {
   videoModelToFormattedDetailsJSON,
   videoFilesModelToFormattedJSON,
   videoModelToActivityPubObject,
-  getActivityStreamDuration,
 
   guessAdditionalAttributesFromQuery,
 
diff --git a/server/models/video/video.ts b/server/models/video/video.ts
index 8bad2a01e..13d81561a 100644
--- a/server/models/video/video.ts
+++ b/server/models/video/video.ts
@@ -106,6 +106,7 @@ import { setAsUpdated } from '../shared'
 import { UserModel } from '../user/user'
 import { UserVideoHistoryModel } from '../user/user-video-history'
 import { buildTrigramSearchIndex, buildWhereIdOrUUID, getVideoSort, isOutdated, throwIfNotValid } from '../utils'
+import { VideoViewModel } from '../view/video-view'
 import {
   videoFilesModelToFormattedJSON,
   VideoFormattingJSONOptions,
@@ -135,7 +136,6 @@ import { VideoPlaylistElementModel } from './video-playlist-element'
 import { VideoShareModel } from './video-share'
 import { VideoStreamingPlaylistModel } from './video-streaming-playlist'
 import { VideoTagModel } from './video-tag'
-import { VideoViewModel } from './video-view'
 
 export enum ScopeNames {
   FOR_API = 'FOR_API',
diff --git a/server/models/view/local-video-viewer-watch-section.ts b/server/models/view/local-video-viewer-watch-section.ts
new file mode 100644
index 000000000..e29bb7847
--- /dev/null
+++ b/server/models/view/local-video-viewer-watch-section.ts
@@ -0,0 +1,63 @@
+import { Transaction } from 'sequelize'
+import { AllowNull, BelongsTo, Column, CreatedAt, ForeignKey, Model, Table } from 'sequelize-typescript'
+import { MLocalVideoViewerWatchSection } from '@server/types/models'
+import { AttributesOnly } from '@shared/typescript-utils'
+import { LocalVideoViewerModel } from './local-video-viewer'
+
+@Table({
+  tableName: 'localVideoViewerWatchSection',
+  updatedAt: false,
+  indexes: [
+    {
+      fields: [ 'localVideoViewerId' ]
+    }
+  ]
+})
+export class LocalVideoViewerWatchSectionModel extends Model<Partial<AttributesOnly<LocalVideoViewerWatchSectionModel>>> {
+  @CreatedAt
+  createdAt: Date
+
+  @AllowNull(false)
+  @Column
+  watchStart: number
+
+  @AllowNull(false)
+  @Column
+  watchEnd: number
+
+  @ForeignKey(() => LocalVideoViewerModel)
+  @Column
+  localVideoViewerId: number
+
+  @BelongsTo(() => LocalVideoViewerModel, {
+    foreignKey: {
+      allowNull: false
+    },
+    onDelete: 'CASCADE'
+  })
+  LocalVideoViewer: LocalVideoViewerModel
+
+  static async bulkCreateSections (options: {
+    localVideoViewerId: number
+    watchSections: {
+      start: number
+      end: number
+    }[]
+    transaction?: Transaction
+  }) {
+    const { localVideoViewerId, watchSections, transaction } = options
+    const models: MLocalVideoViewerWatchSection[] = []
+
+    for (const section of watchSections) {
+      const model = await this.create({
+        watchStart: section.start,
+        watchEnd: section.end,
+        localVideoViewerId
+      }, { transaction })
+
+      models.push(model)
+    }
+
+    return models
+  }
+}
diff --git a/server/models/view/local-video-viewer.ts b/server/models/view/local-video-viewer.ts
new file mode 100644
index 000000000..6f8de53cd
--- /dev/null
+++ b/server/models/view/local-video-viewer.ts
@@ -0,0 +1,274 @@
+import { QueryTypes } from 'sequelize'
+import { AllowNull, BelongsTo, Column, CreatedAt, DataType, Default, ForeignKey, HasMany, IsUUID, Model, Table } from 'sequelize-typescript'
+import { STATS_TIMESERIE } from '@server/initializers/constants'
+import { getActivityStreamDuration } from '@server/lib/activitypub/activity'
+import { MLocalVideoViewer, MLocalVideoViewerWithWatchSections, MVideo } from '@server/types/models'
+import { VideoStatsOverall, VideoStatsRetention, VideoStatsTimeserie, VideoStatsTimeserieMetric, WatchActionObject } from '@shared/models'
+import { AttributesOnly } from '@shared/typescript-utils'
+import { VideoModel } from '../video/video'
+import { LocalVideoViewerWatchSectionModel } from './local-video-viewer-watch-section'
+
+@Table({
+  tableName: 'localVideoViewer',
+  updatedAt: false,
+  indexes: [
+    {
+      fields: [ 'videoId' ]
+    }
+  ]
+})
+export class LocalVideoViewerModel extends Model<Partial<AttributesOnly<LocalVideoViewerModel>>> {
+  @CreatedAt
+  createdAt: Date
+
+  @AllowNull(false)
+  @Column(DataType.DATE)
+  startDate: Date
+
+  @AllowNull(false)
+  @Column(DataType.DATE)
+  endDate: Date
+
+  @AllowNull(false)
+  @Column
+  watchTime: number
+
+  @AllowNull(true)
+  @Column
+  country: string
+
+  @AllowNull(false)
+  @Default(DataType.UUIDV4)
+  @IsUUID(4)
+  @Column(DataType.UUID)
+  uuid: string
+
+  @AllowNull(false)
+  @Column
+  url: string
+
+  @ForeignKey(() => VideoModel)
+  @Column
+  videoId: number
+
+  @BelongsTo(() => VideoModel, {
+    foreignKey: {
+      allowNull: false
+    },
+    onDelete: 'CASCADE'
+  })
+  Video: VideoModel
+
+  @HasMany(() => LocalVideoViewerWatchSectionModel, {
+    foreignKey: {
+      allowNull: false
+    },
+    onDelete: 'cascade'
+  })
+  WatchSections: LocalVideoViewerWatchSectionModel[]
+
+  static loadByUrl (url: string): Promise<MLocalVideoViewer> {
+    return this.findOne({
+      where: {
+        url
+      }
+    })
+  }
+
+  static loadFullById (id: number): Promise<MLocalVideoViewerWithWatchSections> {
+    return this.findOne({
+      include: [
+        {
+          model: VideoModel.unscoped(),
+          required: true
+        },
+        {
+          model: LocalVideoViewerWatchSectionModel.unscoped(),
+          required: true
+        }
+      ],
+      where: {
+        id
+      }
+    })
+  }
+
+  static async getOverallStats (video: MVideo): Promise<VideoStatsOverall> {
+    const options = {
+      type: QueryTypes.SELECT as QueryTypes.SELECT,
+      replacements: { videoId: video.id }
+    }
+
+    const watchTimeQuery = `SELECT ` +
+      `SUM("localVideoViewer"."watchTime") AS "totalWatchTime", ` +
+      `AVG("localVideoViewer"."watchTime") AS "averageWatchTime" ` +
+      `FROM "localVideoViewer" ` +
+      `INNER JOIN "video" ON "video"."id" = "localVideoViewer"."videoId" ` +
+      `WHERE "videoId" = :videoId`
+
+    const watchTimePromise = LocalVideoViewerModel.sequelize.query<any>(watchTimeQuery, options)
+
+    const watchPeakQuery = `WITH "watchPeakValues" AS (
+        SELECT "startDate" AS "dateBreakpoint", 1 AS "inc"
+        FROM "localVideoViewer"
+        WHERE "videoId" = :videoId
+        UNION ALL
+        SELECT "endDate" AS "dateBreakpoint", -1 AS "inc"
+        FROM "localVideoViewer"
+        WHERE "videoId" = :videoId
+      )
+      SELECT "dateBreakpoint", "concurrent"
+      FROM (
+        SELECT "dateBreakpoint", SUM(SUM("inc")) OVER (ORDER BY "dateBreakpoint") AS "concurrent"
+        FROM "watchPeakValues"
+        GROUP BY "dateBreakpoint"
+      ) tmp
+      ORDER BY "concurrent" DESC
+      FETCH FIRST 1 ROW ONLY`
+    const watchPeakPromise = LocalVideoViewerModel.sequelize.query<any>(watchPeakQuery, options)
+
+    const commentsQuery = `SELECT COUNT(*) AS comments FROM "videoComment" WHERE "videoId" = :videoId`
+    const commentsPromise = LocalVideoViewerModel.sequelize.query<any>(commentsQuery, options)
+
+    const countriesQuery = `SELECT country, COUNT(country) as viewers ` +
+      `FROM "localVideoViewer" ` +
+      `WHERE "videoId" = :videoId AND country IS NOT NULL ` +
+      `GROUP BY country ` +
+      `ORDER BY viewers DESC`
+    const countriesPromise = LocalVideoViewerModel.sequelize.query<any>(countriesQuery, options)
+
+    const [ rowsWatchTime, rowsWatchPeak, rowsComment, rowsCountries ] = await Promise.all([
+      watchTimePromise,
+      watchPeakPromise,
+      commentsPromise,
+      countriesPromise
+    ])
+
+    return {
+      totalWatchTime: rowsWatchTime.length !== 0
+        ? Math.round(rowsWatchTime[0].totalWatchTime) || 0
+        : 0,
+      averageWatchTime: rowsWatchTime.length !== 0
+        ? Math.round(rowsWatchTime[0].averageWatchTime) || 0
+        : 0,
+
+      viewersPeak: rowsWatchPeak.length !== 0
+        ? parseInt(rowsWatchPeak[0].concurrent) || 0
+        : 0,
+      viewersPeakDate: rowsWatchPeak.length !== 0
+        ? rowsWatchPeak[0].dateBreakpoint || null
+        : null,
+
+      views: video.views,
+      likes: video.likes,
+      dislikes: video.dislikes,
+
+      comments: rowsComment.length !== 0
+        ? parseInt(rowsComment[0].comments) || 0
+        : 0,
+
+      countries: rowsCountries.map(r => ({
+        isoCode: r.country,
+        viewers: r.viewers
+      }))
+    }
+  }
+
+  static async getRetentionStats (video: MVideo): Promise<VideoStatsRetention> {
+    const step = Math.max(Math.round(video.duration / 100), 1)
+
+    const query = `WITH "total" AS (SELECT COUNT(*) AS viewers FROM "localVideoViewer" WHERE "videoId" = :videoId) ` +
+      `SELECT serie AS "second", ` +
+        `(COUNT("localVideoViewer".id)::float / (SELECT GREATEST("total"."viewers", 1) FROM "total")) AS "retention" ` +
+      `FROM generate_series(0, ${video.duration}, ${step}) serie ` +
+      `LEFT JOIN "localVideoViewer" ON "localVideoViewer"."videoId" = :videoId ` +
+        `AND EXISTS (` +
+          `SELECT 1 FROM "localVideoViewerWatchSection" ` +
+          `WHERE "localVideoViewer"."id" = "localVideoViewerWatchSection"."localVideoViewerId" ` +
+          `AND serie >= "localVideoViewerWatchSection"."watchStart" ` +
+          `AND serie <= "localVideoViewerWatchSection"."watchEnd"` +
+        `)` +
+      `GROUP BY serie ` +
+      `ORDER BY serie ASC`
+
+    const queryOptions = {
+      type: QueryTypes.SELECT as QueryTypes.SELECT,
+      replacements: { videoId: video.id }
+    }
+
+    const rows = await LocalVideoViewerModel.sequelize.query<any>(query, queryOptions)
+
+    return {
+      data: rows.map(r => ({
+        second: r.second,
+        retentionPercent: parseFloat(r.retention) * 100
+      }))
+    }
+  }
+
+  static async getTimeserieStats (options: {
+    video: MVideo
+    metric: VideoStatsTimeserieMetric
+  }): Promise<VideoStatsTimeserie> {
+    const { video, metric } = options
+
+    const selectMetrics: { [ id in VideoStatsTimeserieMetric ]: string } = {
+      viewers: 'COUNT("localVideoViewer"."id")',
+      aggregateWatchTime: 'SUM("localVideoViewer"."watchTime")'
+    }
+
+    const query = `WITH days AS ( ` +
+       `SELECT (current_date::timestamp - (serie || ' days')::interval)::timestamptz AS day
+        FROM generate_series(0, ${STATS_TIMESERIE.MAX_DAYS - 1}) serie` +
+      `) ` +
+      `SELECT days.day AS date, COALESCE(${selectMetrics[metric]}, 0) AS value ` +
+      `FROM days ` +
+      `LEFT JOIN "localVideoViewer" ON "localVideoViewer"."videoId" = :videoId ` +
+        `AND date_trunc('day', "localVideoViewer"."startDate") = date_trunc('day', days.day) ` +
+      `GROUP BY day ` +
+      `ORDER BY day `
+
+    const queryOptions = {
+      type: QueryTypes.SELECT as QueryTypes.SELECT,
+      replacements: { videoId: video.id }
+    }
+
+    const rows = await LocalVideoViewerModel.sequelize.query<any>(query, queryOptions)
+
+    return {
+      data: rows.map(r => ({
+        date: r.date,
+        value: parseInt(r.value)
+      }))
+    }
+  }
+
+  toActivityPubObject (this: MLocalVideoViewerWithWatchSections): WatchActionObject {
+    const location = this.country
+      ? {
+        location: {
+          addressCountry: this.country
+        }
+      }
+      : {}
+
+    return {
+      id: this.url,
+      type: 'WatchAction',
+      duration: getActivityStreamDuration(this.watchTime),
+      startTime: this.startDate.toISOString(),
+      endTime: this.endDate.toISOString(),
+
+      object: this.Video.url,
+      uuid: this.uuid,
+      actionStatus: 'CompletedActionStatus',
+
+      watchSections: this.WatchSections.map(w => ({
+        startTimestamp: w.watchStart,
+        endTimestamp: w.watchEnd
+      })),
+
+      ...location
+    }
+  }
+}
diff --git a/server/models/video/video-view.ts b/server/models/view/video-view.ts
index d72df100f..df462e631 100644
--- a/server/models/video/video-view.ts
+++ b/server/models/view/video-view.ts
@@ -1,7 +1,7 @@
 import { literal, Op } from 'sequelize'
 import { AllowNull, BelongsTo, Column, CreatedAt, DataType, ForeignKey, Model, Table } from 'sequelize-typescript'
 import { AttributesOnly } from '@shared/typescript-utils'
-import { VideoModel } from './video'
+import { VideoModel } from '../video/video'
 
 @Table({
   tableName: 'videoView',
diff --git a/server/tests/api/activitypub/client.ts b/server/tests/api/activitypub/client.ts
index e69ab3cb9..655fa30d0 100644
--- a/server/tests/api/activitypub/client.ts
+++ b/server/tests/api/activitypub/client.ts
@@ -2,6 +2,8 @@
 
 import 'mocha'
 import * as chai from 'chai'
+import { processViewersStats } from '@server/tests/shared'
+import { HttpStatusCode, VideoPlaylistPrivacy, WatchActionObject } from '@shared/models'
 import {
   cleanupTests,
   createMultipleServers,
@@ -11,7 +13,6 @@ import {
   setAccessTokensToServers,
   setDefaultVideoChannel
 } from '@shared/server-commands'
-import { HttpStatusCode, VideoPlaylistPrivacy } from '@shared/models'
 
 const expect = chai.expect
 
@@ -115,6 +116,23 @@ describe('Test activitypub', function () {
     expect(res.header.location).to.equal('http://localhost:' + servers[0].port + '/videos/watch/' + video.uuid)
   })
 
+  it('Should return the watch action', async function () {
+    this.timeout(50000)
+
+    await servers[0].views.simulateViewer({ id: video.uuid, currentTimes: [ 0, 2 ] })
+    await processViewersStats(servers)
+
+    const res = await makeActivityPubGetRequest(servers[0].url, '/videos/local-viewer/1', HttpStatusCode.OK_200)
+
+    const object: WatchActionObject = res.body
+    expect(object.type).to.equal('WatchAction')
+    expect(object.duration).to.equal('PT2S')
+    expect(object.actionStatus).to.equal('CompletedActionStatus')
+    expect(object.watchSections).to.have.lengthOf(1)
+    expect(object.watchSections[0].startTimestamp).to.equal(0)
+    expect(object.watchSections[0].endTimestamp).to.equal(2)
+  })
+
   after(async function () {
     await cleanupTests(servers)
   })
diff --git a/server/tests/api/check-params/index.ts b/server/tests/api/check-params/index.ts
index c9adeef4a..259d7e783 100644
--- a/server/tests/api/check-params/index.ts
+++ b/server/tests/api/check-params/index.ts
@@ -33,3 +33,4 @@ import './videos-common-filters'
 import './video-files'
 import './videos-history'
 import './videos-overviews'
+import './views'
diff --git a/server/tests/api/check-params/videos-history.ts b/server/tests/api/check-params/videos-history.ts
index 82f38b7b4..c1b2d8bf3 100644
--- a/server/tests/api/check-params/videos-history.ts
+++ b/server/tests/api/check-params/videos-history.ts
@@ -17,7 +17,7 @@ import {
 describe('Test videos history API validator', function () {
   const myHistoryPath = '/api/v1/users/me/history/videos'
   const myHistoryRemove = myHistoryPath + '/remove'
-  let watchingPath: string
+  let viewPath: string
   let server: PeerTubeServer
   let videoId: number
 
@@ -31,51 +31,15 @@ describe('Test videos history API validator', function () {
     await setAccessTokensToServers([ server ])
 
     const { id, uuid } = await server.videos.upload()
-    watchingPath = '/api/v1/videos/' + uuid + '/watching'
+    viewPath = '/api/v1/videos/' + uuid + '/views'
     videoId = id
   })
 
   describe('When notifying a user is watching a video', function () {
 
-    it('Should fail with an unauthenticated user', async function () {
-      const fields = { currentTime: 5 }
-      await makePutBodyRequest({ url: server.url, path: watchingPath, fields, expectedStatus: HttpStatusCode.UNAUTHORIZED_401 })
-    })
-
-    it('Should fail with an incorrect video id', async function () {
+    it('Should fail with a bad token', async function () {
       const fields = { currentTime: 5 }
-      const path = '/api/v1/videos/blabla/watching'
-      await makePutBodyRequest({
-        url: server.url,
-        path,
-        fields,
-        token: server.accessToken,
-        expectedStatus: HttpStatusCode.BAD_REQUEST_400
-      })
-    })
-
-    it('Should fail with an unknown video', async function () {
-      const fields = { currentTime: 5 }
-      const path = '/api/v1/videos/d91fff41-c24d-4508-8e13-3bd5902c3b02/watching'
-
-      await makePutBodyRequest({
-        url: server.url,
-        path,
-        fields,
-        token: server.accessToken,
-        expectedStatus: HttpStatusCode.NOT_FOUND_404
-      })
-    })
-
-    it('Should fail with a bad current time', async function () {
-      const fields = { currentTime: 'hello' }
-      await makePutBodyRequest({
-        url: server.url,
-        path: watchingPath,
-        fields,
-        token: server.accessToken,
-        expectedStatus: HttpStatusCode.BAD_REQUEST_400
-      })
+      await makePutBodyRequest({ url: server.url, path: viewPath, fields, token: 'bad', expectedStatus: HttpStatusCode.UNAUTHORIZED_401 })
     })
 
     it('Should succeed with the correct parameters', async function () {
@@ -83,7 +47,7 @@ describe('Test videos history API validator', function () {
 
       await makePutBodyRequest({
         url: server.url,
-        path: watchingPath,
+        path: viewPath,
         fields,
         token: server.accessToken,
         expectedStatus: HttpStatusCode.NO_CONTENT_204
diff --git a/server/tests/api/check-params/views.ts b/server/tests/api/check-params/views.ts
new file mode 100644
index 000000000..185b04af1
--- /dev/null
+++ b/server/tests/api/check-params/views.ts
@@ -0,0 +1,157 @@
+/* eslint-disable @typescript-eslint/no-unused-expressions,@typescript-eslint/require-await */
+
+import 'mocha'
+import { HttpStatusCode, VideoPrivacy } from '@shared/models'
+import {
+  cleanupTests,
+  createMultipleServers,
+  doubleFollow,
+  PeerTubeServer,
+  setAccessTokensToServers,
+  setDefaultVideoChannel
+} from '@shared/server-commands'
+
+describe('Test videos views', function () {
+  let servers: PeerTubeServer[]
+  let liveVideoId: string
+  let videoId: string
+  let remoteVideoId: string
+  let userAccessToken: string
+
+  before(async function () {
+    this.timeout(30000)
+
+    servers = await createMultipleServers(2)
+    await setAccessTokensToServers(servers)
+    await setDefaultVideoChannel(servers)
+
+    await servers[0].config.enableLive({ allowReplay: false, transcoding: false });
+
+    ({ uuid: videoId } = await servers[0].videos.quickUpload({ name: 'video' }));
+    ({ uuid: remoteVideoId } = await servers[1].videos.quickUpload({ name: 'video' }));
+    ({ uuid: liveVideoId } = await servers[0].live.create({
+      fields: {
+        name: 'live',
+        privacy: VideoPrivacy.PUBLIC,
+        channelId: servers[0].store.channel.id
+      }
+    }))
+
+    userAccessToken = await servers[0].users.generateUserAndToken('user')
+
+    await doubleFollow(servers[0], servers[1])
+  })
+
+  describe('When viewing a video', async function () {
+
+    // TODO: implement it when we'll remove backward compatibility in REST API
+    it('Should fail without current time')
+
+    it('Should fail with an invalid current time', async function () {
+      await servers[0].views.view({ id: videoId, currentTime: -1, expectedStatus: HttpStatusCode.BAD_REQUEST_400 })
+      await servers[0].views.view({ id: videoId, currentTime: 10, expectedStatus: HttpStatusCode.BAD_REQUEST_400 })
+    })
+
+    it('Should succeed with correct parameters', async function () {
+      await servers[0].views.view({ id: videoId, currentTime: 1 })
+    })
+  })
+
+  describe('When getting overall stats', function () {
+
+    it('Should fail with a remote video', async function () {
+      await servers[0].videoStats.getOverallStats({ videoId: remoteVideoId, expectedStatus: HttpStatusCode.FORBIDDEN_403 })
+    })
+
+    it('Should fail without token', async function () {
+      await servers[0].videoStats.getOverallStats({ videoId: videoId, token: null, expectedStatus: HttpStatusCode.UNAUTHORIZED_401 })
+    })
+
+    it('Should fail with another token', async function () {
+      await servers[0].videoStats.getOverallStats({
+        videoId: videoId,
+        token: userAccessToken,
+        expectedStatus: HttpStatusCode.FORBIDDEN_403
+      })
+    })
+
+    it('Should succeed with the correct parameters', async function () {
+      await servers[0].videoStats.getOverallStats({ videoId })
+    })
+  })
+
+  describe('When getting timeserie stats', function () {
+
+    it('Should fail with a remote video', async function () {
+      await servers[0].videoStats.getTimeserieStats({
+        videoId: remoteVideoId,
+        metric: 'viewers',
+        expectedStatus: HttpStatusCode.FORBIDDEN_403
+      })
+    })
+
+    it('Should fail without token', async function () {
+      await servers[0].videoStats.getTimeserieStats({
+        videoId: videoId,
+        token: null,
+        metric: 'viewers',
+        expectedStatus: HttpStatusCode.UNAUTHORIZED_401
+      })
+    })
+
+    it('Should fail with another token', async function () {
+      await servers[0].videoStats.getTimeserieStats({
+        videoId: videoId,
+        token: userAccessToken,
+        metric: 'viewers',
+        expectedStatus: HttpStatusCode.FORBIDDEN_403
+      })
+    })
+
+    it('Should fail with an invalid metric', async function () {
+      await servers[0].videoStats.getTimeserieStats({ videoId, metric: 'hello' as any, expectedStatus: HttpStatusCode.BAD_REQUEST_400 })
+    })
+
+    it('Should succeed with the correct parameters', async function () {
+      await servers[0].videoStats.getTimeserieStats({ videoId, metric: 'viewers' })
+    })
+  })
+
+  describe('When getting retention stats', function () {
+
+    it('Should fail with a remote video', async function () {
+      await servers[0].videoStats.getRetentionStats({
+        videoId: remoteVideoId,
+        expectedStatus: HttpStatusCode.FORBIDDEN_403
+      })
+    })
+
+    it('Should fail without token', async function () {
+      await servers[0].videoStats.getRetentionStats({
+        videoId: videoId,
+        token: null,
+        expectedStatus: HttpStatusCode.UNAUTHORIZED_401
+      })
+    })
+
+    it('Should fail with another token', async function () {
+      await servers[0].videoStats.getRetentionStats({
+        videoId: videoId,
+        token: userAccessToken,
+        expectedStatus: HttpStatusCode.FORBIDDEN_403
+      })
+    })
+
+    it('Should fail on live video', async function () {
+      await servers[0].videoStats.getRetentionStats({ videoId: liveVideoId, expectedStatus: HttpStatusCode.BAD_REQUEST_400 })
+    })
+
+    it('Should succeed with the correct parameters', async function () {
+      await servers[0].videoStats.getRetentionStats({ videoId })
+    })
+  })
+
+  after(async function () {
+    await cleanupTests(servers)
+  })
+})
diff --git a/server/tests/api/live/index.ts b/server/tests/api/live/index.ts
index 105416b8d..71bc150d8 100644
--- a/server/tests/api/live/index.ts
+++ b/server/tests/api/live/index.ts
@@ -3,5 +3,4 @@ import './live-socket-messages'
 import './live-permanent'
 import './live-rtmps'
 import './live-save-replay'
-import './live-views'
 import './live'
diff --git a/server/tests/api/live/live-socket-messages.ts b/server/tests/api/live/live-socket-messages.ts
index 50b16443e..7668ed5b9 100644
--- a/server/tests/api/live/live-socket-messages.ts
+++ b/server/tests/api/live/live-socket-messages.ts
@@ -140,8 +140,8 @@ describe('Test live', function () {
       expect(localLastVideoViews).to.equal(0)
       expect(remoteLastVideoViews).to.equal(0)
 
-      await servers[0].videos.view({ id: liveVideoUUID })
-      await servers[1].videos.view({ id: liveVideoUUID })
+      await servers[0].views.simulateView({ id: liveVideoUUID })
+      await servers[1].views.simulateView({ id: liveVideoUUID })
 
       await waitJobs(servers)
 
diff --git a/server/tests/api/live/live-views.ts b/server/tests/api/live/live-views.ts
deleted file mode 100644
index 446d0913c..000000000
--- a/server/tests/api/live/live-views.ts
+++ /dev/null
@@ -1,132 +0,0 @@
-/* eslint-disable @typescript-eslint/no-unused-expressions,@typescript-eslint/require-await */
-
-import 'mocha'
-import * as chai from 'chai'
-import { FfmpegCommand } from 'fluent-ffmpeg'
-import { wait } from '@shared/core-utils'
-import { VideoPrivacy } from '@shared/models'
-import {
-  cleanupTests,
-  createMultipleServers,
-  doubleFollow,
-  PeerTubeServer,
-  setAccessTokensToServers,
-  setDefaultVideoChannel,
-  stopFfmpeg,
-  waitJobs,
-  waitUntilLivePublishedOnAllServers
-} from '@shared/server-commands'
-
-const expect = chai.expect
-
-describe('Live views', function () {
-  let servers: PeerTubeServer[] = []
-
-  before(async function () {
-    this.timeout(120000)
-
-    servers = await createMultipleServers(2)
-
-    // Get the access tokens
-    await setAccessTokensToServers(servers)
-    await setDefaultVideoChannel(servers)
-
-    await servers[0].config.updateCustomSubConfig({
-      newConfig: {
-        live: {
-          enabled: true,
-          allowReplay: true,
-          transcoding: {
-            enabled: false
-          }
-        }
-      }
-    })
-
-    // Server 1 and server 2 follow each other
-    await doubleFollow(servers[0], servers[1])
-  })
-
-  let liveVideoId: string
-  let command: FfmpegCommand
-
-  async function countViewers (expectedViewers: number) {
-    for (const server of servers) {
-      const video = await server.videos.get({ id: liveVideoId })
-      expect(video.viewers).to.equal(expectedViewers)
-    }
-  }
-
-  async function countViews (expectedViews: number) {
-    for (const server of servers) {
-      const video = await server.videos.get({ id: liveVideoId })
-      expect(video.views).to.equal(expectedViews)
-    }
-  }
-
-  before(async function () {
-    this.timeout(30000)
-
-    const liveAttributes = {
-      name: 'live video',
-      channelId: servers[0].store.channel.id,
-      privacy: VideoPrivacy.PUBLIC
-    }
-
-    const live = await servers[0].live.create({ fields: liveAttributes })
-    liveVideoId = live.uuid
-
-    command = await servers[0].live.sendRTMPStreamInVideo({ videoId: liveVideoId })
-    await waitUntilLivePublishedOnAllServers(servers, liveVideoId)
-    await waitJobs(servers)
-  })
-
-  it('Should display no views and viewers for a live', async function () {
-    await countViews(0)
-    await countViewers(0)
-  })
-
-  it('Should view a live twice and display 1 view/viewer', async function () {
-    this.timeout(30000)
-
-    await servers[0].videos.view({ id: liveVideoId })
-    await servers[0].videos.view({ id: liveVideoId })
-
-    await waitJobs(servers)
-    await countViewers(1)
-
-    await wait(7000)
-    await countViews(1)
-  })
-
-  it('Should wait and display 0 viewers while still have 1 view', async function () {
-    this.timeout(30000)
-
-    await wait(12000)
-    await waitJobs(servers)
-
-    await countViews(1)
-    await countViewers(0)
-  })
-
-  it('Should view a live on a remote and on local and display 2 viewers and 3 views', async function () {
-    this.timeout(30000)
-
-    await servers[0].videos.view({ id: liveVideoId })
-    await servers[1].videos.view({ id: liveVideoId })
-    await servers[1].videos.view({ id: liveVideoId })
-    await waitJobs(servers)
-
-    await countViewers(2)
-
-    await wait(7000)
-    await waitJobs(servers)
-
-    await countViews(3)
-  })
-
-  after(async function () {
-    await stopFfmpeg(command)
-    await cleanupTests(servers)
-  })
-})
diff --git a/server/tests/api/redundancy/redundancy.ts b/server/tests/api/redundancy/redundancy.ts
index 3f2286278..0f7ffcb4c 100644
--- a/server/tests/api/redundancy/redundancy.ts
+++ b/server/tests/api/redundancy/redundancy.ts
@@ -87,7 +87,7 @@ async function createServers (strategy: VideoRedundancyStrategy | null, addition
     const { id } = await servers[1].videos.upload({ attributes: { name: 'video 1 server 2' } })
     video1Server2 = await servers[1].videos.get({ id })
 
-    await servers[1].videos.view({ id })
+    await servers[1].views.simulateView({ id })
   }
 
   await waitJobs(servers)
@@ -447,8 +447,8 @@ describe('Test videos redundancy', function () {
     it('Should view 2 times the first video to have > min_views config', async function () {
       this.timeout(80000)
 
-      await servers[0].videos.view({ id: video1Server2.uuid })
-      await servers[2].videos.view({ id: video1Server2.uuid })
+      await servers[0].views.simulateView({ id: video1Server2.uuid })
+      await servers[2].views.simulateView({ id: video1Server2.uuid })
 
       await wait(10000)
       await waitJobs(servers)
@@ -516,8 +516,8 @@ describe('Test videos redundancy', function () {
     it('Should have 1 redundancy on the first video', async function () {
       this.timeout(160000)
 
-      await servers[0].videos.view({ id: video1Server2.uuid })
-      await servers[2].videos.view({ id: video1Server2.uuid })
+      await servers[0].views.simulateView({ id: video1Server2.uuid })
+      await servers[2].views.simulateView({ id: video1Server2.uuid })
 
       await wait(10000)
       await waitJobs(servers)
diff --git a/server/tests/api/server/reverse-proxy.ts b/server/tests/api/server/reverse-proxy.ts
index 968d98e96..fa2063536 100644
--- a/server/tests/api/server/reverse-proxy.ts
+++ b/server/tests/api/server/reverse-proxy.ts
@@ -41,8 +41,8 @@ describe('Test application behind a reverse proxy', function () {
   it('Should view a video only once with the same IP by default', async function () {
     this.timeout(20000)
 
-    await server.videos.view({ id: videoId })
-    await server.videos.view({ id: videoId })
+    await server.views.simulateView({ id: videoId })
+    await server.views.simulateView({ id: videoId })
 
     // Wait the repeatable job
     await wait(8000)
@@ -54,8 +54,8 @@ describe('Test application behind a reverse proxy', function () {
   it('Should view a video 2 times with the X-Forwarded-For header set', async function () {
     this.timeout(20000)
 
-    await server.videos.view({ id: videoId, xForwardedFor: '0.0.0.1,127.0.0.1' })
-    await server.videos.view({ id: videoId, xForwardedFor: '0.0.0.2,127.0.0.1' })
+    await server.views.simulateView({ id: videoId, xForwardedFor: '0.0.0.1,127.0.0.1' })
+    await server.views.simulateView({ id: videoId, xForwardedFor: '0.0.0.2,127.0.0.1' })
 
     // Wait the repeatable job
     await wait(8000)
@@ -67,8 +67,8 @@ describe('Test application behind a reverse proxy', function () {
   it('Should view a video only once with the same client IP in the X-Forwarded-For header', async function () {
     this.timeout(20000)
 
-    await server.videos.view({ id: videoId, xForwardedFor: '0.0.0.4,0.0.0.3,::ffff:127.0.0.1' })
-    await server.videos.view({ id: videoId, xForwardedFor: '0.0.0.5,0.0.0.3,127.0.0.1' })
+    await server.views.simulateView({ id: videoId, xForwardedFor: '0.0.0.4,0.0.0.3,::ffff:127.0.0.1' })
+    await server.views.simulateView({ id: videoId, xForwardedFor: '0.0.0.5,0.0.0.3,127.0.0.1' })
 
     // Wait the repeatable job
     await wait(8000)
@@ -80,8 +80,8 @@ describe('Test application behind a reverse proxy', function () {
   it('Should view a video two times with a different client IP in the X-Forwarded-For header', async function () {
     this.timeout(20000)
 
-    await server.videos.view({ id: videoId, xForwardedFor: '0.0.0.8,0.0.0.6,127.0.0.1' })
-    await server.videos.view({ id: videoId, xForwardedFor: '0.0.0.8,0.0.0.7,127.0.0.1' })
+    await server.views.simulateView({ id: videoId, xForwardedFor: '0.0.0.8,0.0.0.6,127.0.0.1' })
+    await server.views.simulateView({ id: videoId, xForwardedFor: '0.0.0.8,0.0.0.7,127.0.0.1' })
 
     // Wait the repeatable job
     await wait(8000)
diff --git a/server/tests/api/server/stats.ts b/server/tests/api/server/stats.ts
index 2296c0cb9..a9ae236fb 100644
--- a/server/tests/api/server/stats.ts
+++ b/server/tests/api/server/stats.ts
@@ -38,7 +38,7 @@ describe('Test stats (excluding redundancy)', function () {
 
     await servers[0].comments.createThread({ videoId: uuid, text: 'comment' })
 
-    await servers[0].videos.view({ id: uuid })
+    await servers[0].views.simulateView({ id: uuid })
 
     // Wait the video views repeatable job
     await wait(8000)
diff --git a/server/tests/api/videos/index.ts b/server/tests/api/videos/index.ts
index 7dc826353..27b119f30 100644
--- a/server/tests/api/videos/index.ts
+++ b/server/tests/api/videos/index.ts
@@ -16,4 +16,3 @@ import './video-schedule-update'
 import './videos-common-filters'
 import './videos-history'
 import './videos-overview'
-import './videos-views-cleaner'
diff --git a/server/tests/api/videos/multiple-servers.ts b/server/tests/api/videos/multiple-servers.ts
index a9df262dc..84c1515a3 100644
--- a/server/tests/api/videos/multiple-servers.ts
+++ b/server/tests/api/videos/multiple-servers.ts
@@ -504,21 +504,22 @@ describe('Test multiple servers', function () {
     it('Should view multiple videos on owned servers', async function () {
       this.timeout(30000)
 
-      await servers[2].videos.view({ id: localVideosServer3[0] })
+      await servers[2].views.simulateView({ id: localVideosServer3[0] })
       await wait(1000)
 
-      await servers[2].videos.view({ id: localVideosServer3[0] })
-      await servers[2].videos.view({ id: localVideosServer3[1] })
+      await servers[2].views.simulateView({ id: localVideosServer3[0] })
+      await servers[2].views.simulateView({ id: localVideosServer3[1] })
 
       await wait(1000)
 
-      await servers[2].videos.view({ id: localVideosServer3[0] })
-      await servers[2].videos.view({ id: localVideosServer3[0] })
+      await servers[2].views.simulateView({ id: localVideosServer3[0] })
+      await servers[2].views.simulateView({ id: localVideosServer3[0] })
 
       await waitJobs(servers)
 
-      // Wait the repeatable job
-      await wait(6000)
+      for (const server of servers) {
+        await server.debug.sendCommand({ body: { command: 'process-video-views-buffer' } })
+      }
 
       await waitJobs(servers)
 
@@ -537,23 +538,24 @@ describe('Test multiple servers', function () {
       this.timeout(45000)
 
       const tasks: Promise<any>[] = []
-      tasks.push(servers[0].videos.view({ id: remoteVideosServer1[0] }))
-      tasks.push(servers[1].videos.view({ id: remoteVideosServer2[0] }))
-      tasks.push(servers[1].videos.view({ id: remoteVideosServer2[0] }))
-      tasks.push(servers[2].videos.view({ id: remoteVideosServer3[0] }))
-      tasks.push(servers[2].videos.view({ id: remoteVideosServer3[1] }))
-      tasks.push(servers[2].videos.view({ id: remoteVideosServer3[1] }))
-      tasks.push(servers[2].videos.view({ id: remoteVideosServer3[1] }))
-      tasks.push(servers[2].videos.view({ id: localVideosServer3[1] }))
-      tasks.push(servers[2].videos.view({ id: localVideosServer3[1] }))
-      tasks.push(servers[2].videos.view({ id: localVideosServer3[1] }))
+      tasks.push(servers[0].views.simulateView({ id: remoteVideosServer1[0] }))
+      tasks.push(servers[1].views.simulateView({ id: remoteVideosServer2[0] }))
+      tasks.push(servers[1].views.simulateView({ id: remoteVideosServer2[0] }))
+      tasks.push(servers[2].views.simulateView({ id: remoteVideosServer3[0] }))
+      tasks.push(servers[2].views.simulateView({ id: remoteVideosServer3[1] }))
+      tasks.push(servers[2].views.simulateView({ id: remoteVideosServer3[1] }))
+      tasks.push(servers[2].views.simulateView({ id: remoteVideosServer3[1] }))
+      tasks.push(servers[2].views.simulateView({ id: localVideosServer3[1] }))
+      tasks.push(servers[2].views.simulateView({ id: localVideosServer3[1] }))
+      tasks.push(servers[2].views.simulateView({ id: localVideosServer3[1] }))
 
       await Promise.all(tasks)
 
       await waitJobs(servers)
 
-      // Wait the repeatable job
-      await wait(16000)
+      for (const server of servers) {
+        await server.debug.sendCommand({ body: { command: 'process-video-views-buffer' } })
+      }
 
       await waitJobs(servers)
 
diff --git a/server/tests/api/videos/single-server.ts b/server/tests/api/videos/single-server.ts
index d37043aef..0e429fef7 100644
--- a/server/tests/api/videos/single-server.ts
+++ b/server/tests/api/videos/single-server.ts
@@ -179,22 +179,21 @@ describe('Test a single server', function () {
     it('Should have the views updated', async function () {
       this.timeout(20000)
 
-      await server.videos.view({ id: videoId })
-      await server.videos.view({ id: videoId })
-      await server.videos.view({ id: videoId })
+      await server.views.simulateView({ id: videoId })
+      await server.views.simulateView({ id: videoId })
+      await server.views.simulateView({ id: videoId })
 
       await wait(1500)
 
-      await server.videos.view({ id: videoId })
-      await server.videos.view({ id: videoId })
+      await server.views.simulateView({ id: videoId })
+      await server.views.simulateView({ id: videoId })
 
       await wait(1500)
 
-      await server.videos.view({ id: videoId })
-      await server.videos.view({ id: videoId })
+      await server.views.simulateView({ id: videoId })
+      await server.views.simulateView({ id: videoId })
 
-      // Wait the repeatable job
-      await wait(8000)
+      await server.debug.sendCommand({ body: { command: 'process-video-views-buffer' } })
 
       const video = await server.videos.get({ id: videoId })
       expect(video.views).to.equal(3)
diff --git a/server/tests/api/videos/video-channels.ts b/server/tests/api/videos/video-channels.ts
index 09a4bfa70..6f495c42d 100644
--- a/server/tests/api/videos/video-channels.ts
+++ b/server/tests/api/videos/video-channels.ts
@@ -466,8 +466,8 @@ describe('Test video channels', function () {
 
     {
       // video has been posted on channel servers[0].store.videoChannel.id since last update
-      await servers[0].videos.view({ id: videoUUID, xForwardedFor: '0.0.0.1,127.0.0.1' })
-      await servers[0].videos.view({ id: videoUUID, xForwardedFor: '0.0.0.2,127.0.0.1' })
+      await servers[0].views.simulateView({ id: videoUUID, xForwardedFor: '0.0.0.1,127.0.0.1' })
+      await servers[0].views.simulateView({ id: videoUUID, xForwardedFor: '0.0.0.2,127.0.0.1' })
 
       // Wait the repeatable job
       await wait(8000)
diff --git a/server/tests/api/videos/videos-history.ts b/server/tests/api/videos/videos-history.ts
index 8648c97f0..b1b3ff10a 100644
--- a/server/tests/api/videos/videos-history.ts
+++ b/server/tests/api/videos/videos-history.ts
@@ -3,15 +3,8 @@
 import 'mocha'
 import * as chai from 'chai'
 import { wait } from '@shared/core-utils'
-import { HttpStatusCode, Video } from '@shared/models'
-import {
-  cleanupTests,
-  createSingleServer,
-  HistoryCommand,
-  killallServers,
-  PeerTubeServer,
-  setAccessTokensToServers
-} from '@shared/server-commands'
+import { Video } from '@shared/models'
+import { cleanupTests, createSingleServer, killallServers, PeerTubeServer, setAccessTokensToServers } from '@shared/server-commands'
 
 const expect = chai.expect
 
@@ -23,7 +16,6 @@ describe('Test videos history', function () {
   let video3UUID: string
   let video3WatchedDate: Date
   let userAccessToken: string
-  let command: HistoryCommand
 
   before(async function () {
     this.timeout(30000)
@@ -32,30 +24,26 @@ describe('Test videos history', function () {
 
     await setAccessTokensToServers([ server ])
 
-    command = server.history
+    // 10 seconds long
+    const fixture = 'video_59fps.mp4'
 
     {
-      const { id, uuid } = await server.videos.upload({ attributes: { name: 'video 1' } })
+      const { id, uuid } = await server.videos.upload({ attributes: { name: 'video 1', fixture } })
       video1UUID = uuid
       video1Id = id
     }
 
     {
-      const { uuid } = await server.videos.upload({ attributes: { name: 'video 2' } })
+      const { uuid } = await server.videos.upload({ attributes: { name: 'video 2', fixture } })
       video2UUID = uuid
     }
 
     {
-      const { uuid } = await server.videos.upload({ attributes: { name: 'video 3' } })
+      const { uuid } = await server.videos.upload({ attributes: { name: 'video 3', fixture } })
       video3UUID = uuid
     }
 
-    const user = {
-      username: 'user_1',
-      password: 'super password'
-    }
-    await server.users.create({ username: user.username, password: user.password })
-    userAccessToken = await server.login.getAccessToken(user)
+    userAccessToken = await server.users.generateUserAndToken('user_1')
   })
 
   it('Should get videos, without watching history', async function () {
@@ -70,8 +58,8 @@ describe('Test videos history', function () {
   })
 
   it('Should watch the first and second video', async function () {
-    await command.watchVideo({ videoId: video2UUID, currentTime: 8 })
-    await command.watchVideo({ videoId: video1UUID, currentTime: 3 })
+    await server.views.view({ id: video2UUID, token: server.accessToken, currentTime: 8 })
+    await server.views.view({ id: video1UUID, token: server.accessToken, currentTime: 3 })
   })
 
   it('Should return the correct history when listing, searching and getting videos', async function () {
@@ -124,9 +112,9 @@ describe('Test videos history', function () {
 
   it('Should have these videos when listing my history', async function () {
     video3WatchedDate = new Date()
-    await command.watchVideo({ videoId: video3UUID, currentTime: 2 })
+    await server.views.view({ id: video3UUID, token: server.accessToken, currentTime: 2 })
 
-    const body = await command.list()
+    const body = await server.history.list()
 
     expect(body.total).to.equal(3)
 
@@ -137,14 +125,14 @@ describe('Test videos history', function () {
   })
 
   it('Should not have videos history on another user', async function () {
-    const body = await command.list({ token: userAccessToken })
+    const body = await server.history.list({ token: userAccessToken })
 
     expect(body.total).to.equal(0)
     expect(body.data).to.have.lengthOf(0)
   })
 
   it('Should be able to search through videos in my history', async function () {
-    const body = await command.list({ search: '2' })
+    const body = await server.history.list({ search: '2' })
     expect(body.total).to.equal(1)
 
     const videos = body.data
@@ -152,11 +140,11 @@ describe('Test videos history', function () {
   })
 
   it('Should clear my history', async function () {
-    await command.removeAll({ beforeDate: video3WatchedDate.toISOString() })
+    await server.history.removeAll({ beforeDate: video3WatchedDate.toISOString() })
   })
 
   it('Should have my history cleared', async function () {
-    const body = await command.list()
+    const body = await server.history.list()
     expect(body.total).to.equal(1)
 
     const videos = body.data
@@ -168,7 +156,10 @@ describe('Test videos history', function () {
       videosHistoryEnabled: false
     })
 
-    await command.watchVideo({ videoId: video2UUID, currentTime: 8, expectedStatus: HttpStatusCode.CONFLICT_409 })
+    await server.views.view({ id: video2UUID, token: server.accessToken, currentTime: 8 })
+
+    const { data } = await server.history.list()
+    expect(data[0].name).to.not.equal('video 2')
   })
 
   it('Should re-enable videos history', async function () {
@@ -176,14 +167,10 @@ describe('Test videos history', function () {
       videosHistoryEnabled: true
     })
 
-    await command.watchVideo({ videoId: video1UUID, currentTime: 8 })
+    await server.views.view({ id: video2UUID, token: server.accessToken, currentTime: 8 })
 
-    const body = await command.list()
-    expect(body.total).to.equal(2)
-
-    const videos = body.data
-    expect(videos[0].name).to.equal('video 1')
-    expect(videos[1].name).to.equal('video 3')
+    const { data } = await server.history.list()
+    expect(data[0].name).to.equal('video 2')
   })
 
   it('Should not clean old history', async function () {
@@ -197,7 +184,7 @@ describe('Test videos history', function () {
 
     // Should still have history
 
-    const body = await command.list()
+    const body = await server.history.list()
     expect(body.total).to.equal(2)
   })
 
@@ -210,25 +197,25 @@ describe('Test videos history', function () {
 
     await wait(6000)
 
-    const body = await command.list()
+    const body = await server.history.list()
     expect(body.total).to.equal(0)
   })
 
   it('Should delete a specific history element', async function () {
     {
-      await command.watchVideo({ videoId: video1UUID, currentTime: 4 })
-      await command.watchVideo({ videoId: video2UUID, currentTime: 8 })
+      await server.views.view({ id: video1UUID, token: server.accessToken, currentTime: 4 })
+      await server.views.view({ id: video2UUID, token: server.accessToken, currentTime: 8 })
     }
 
     {
-      const body = await command.list()
+      const body = await server.history.list()
       expect(body.total).to.equal(2)
     }
 
     {
-      await command.removeElement({ videoId: video1Id })
+      await server.history.removeElement({ videoId: video1Id })
 
-      const body = await command.list()
+      const body = await server.history.list()
       expect(body.total).to.equal(1)
       expect(body.data[0].uuid).to.equal(video2UUID)
     }
diff --git a/server/tests/api/views/index.ts b/server/tests/api/views/index.ts
new file mode 100644
index 000000000..5e06b31fb
--- /dev/null
+++ b/server/tests/api/views/index.ts
@@ -0,0 +1,5 @@
+export * from './video-views-counter'
+export * from './video-views-overall-stats'
+export * from './video-views-retention-stats'
+export * from './video-views-timeserie-stats'
+export * from './videos-views-cleaner'
diff --git a/server/tests/api/views/video-views-counter.ts b/server/tests/api/views/video-views-counter.ts
new file mode 100644
index 000000000..b68aaa350
--- /dev/null
+++ b/server/tests/api/views/video-views-counter.ts
@@ -0,0 +1,155 @@
+/* eslint-disable @typescript-eslint/no-unused-expressions,@typescript-eslint/require-await */
+
+import 'mocha'
+import * as chai from 'chai'
+import { FfmpegCommand } from 'fluent-ffmpeg'
+import { prepareViewsServers, prepareViewsVideos, processViewsBuffer } from '@server/tests/shared'
+import { wait } from '@shared/core-utils'
+import { cleanupTests, PeerTubeServer, stopFfmpeg, waitJobs } from '@shared/server-commands'
+
+const expect = chai.expect
+
+describe('Test video views/viewers counters', function () {
+  let servers: PeerTubeServer[]
+
+  async function checkCounter (field: 'views' | 'viewers', id: string, expected: number) {
+    for (const server of servers) {
+      const video = await server.videos.get({ id })
+
+      const messageSuffix = video.isLive
+        ? 'live video'
+        : 'vod video'
+
+      expect(video[field]).to.equal(expected, `${field} not valid on server ${server.serverNumber} for ${messageSuffix} ${video.uuid}`)
+    }
+  }
+
+  before(async function () {
+    this.timeout(120000)
+
+    servers = await prepareViewsServers()
+  })
+
+  describe('Test views counter on VOD', function () {
+    let videoUUID: string
+
+    before(async function () {
+      this.timeout(30000)
+
+      const { uuid } = await servers[0].videos.quickUpload({ name: 'video' })
+      videoUUID = uuid
+
+      await waitJobs(servers)
+    })
+
+    it('Should not view a video if watch time is below the threshold', async function () {
+      await servers[0].views.simulateViewer({ id: videoUUID, currentTimes: [ 1, 2 ] })
+      await processViewsBuffer(servers)
+
+      await checkCounter('views', videoUUID, 0)
+    })
+
+    it('Should view a video if watch time is above the threshold', async function () {
+      await servers[0].views.simulateViewer({ id: videoUUID, currentTimes: [ 1, 4 ] })
+      await processViewsBuffer(servers)
+
+      await checkCounter('views', videoUUID, 1)
+    })
+
+    it('Should not view again this video with the same IP', async function () {
+      await servers[0].views.simulateViewer({ id: videoUUID, currentTimes: [ 1, 4 ] })
+      await processViewsBuffer(servers)
+
+      await checkCounter('views', videoUUID, 1)
+    })
+
+    it('Should view the video from server 2 and send the event', async function () {
+      await servers[1].views.simulateViewer({ id: videoUUID, currentTimes: [ 1, 4 ] })
+      await waitJobs(servers)
+      await processViewsBuffer(servers)
+
+      await checkCounter('views', videoUUID, 2)
+    })
+  })
+
+  describe('Test views and viewers counters on live and VOD', function () {
+    let liveVideoId: string
+    let vodVideoId: string
+    let command: FfmpegCommand
+
+    before(async function () {
+      this.timeout(60000);
+
+      ({ vodVideoId, liveVideoId, ffmpegCommand: command } = await prepareViewsVideos({ servers, live: true, vod: true }))
+    })
+
+    it('Should display no views and viewers', async function () {
+      await checkCounter('views', liveVideoId, 0)
+      await checkCounter('viewers', liveVideoId, 0)
+
+      await checkCounter('views', vodVideoId, 0)
+      await checkCounter('viewers', vodVideoId, 0)
+    })
+
+    it('Should view twice and display 1 view/viewer', async function () {
+      this.timeout(30000)
+
+      await servers[0].views.simulateViewer({ id: liveVideoId, currentTimes: [ 0, 35 ] })
+      await servers[0].views.simulateViewer({ id: liveVideoId, currentTimes: [ 0, 35 ] })
+      await servers[0].views.simulateViewer({ id: vodVideoId, currentTimes: [ 0, 5 ] })
+      await servers[0].views.simulateViewer({ id: vodVideoId, currentTimes: [ 0, 5 ] })
+
+      await waitJobs(servers)
+      await checkCounter('viewers', liveVideoId, 1)
+      await checkCounter('viewers', vodVideoId, 1)
+
+      await processViewsBuffer(servers)
+
+      await checkCounter('views', liveVideoId, 1)
+      await checkCounter('views', vodVideoId, 1)
+    })
+
+    it('Should wait and display 0 viewers but still have 1 view', async function () {
+      this.timeout(30000)
+
+      await wait(12000)
+      await waitJobs(servers)
+
+      await checkCounter('views', liveVideoId, 1)
+      await checkCounter('viewers', liveVideoId, 0)
+
+      await checkCounter('views', vodVideoId, 1)
+      await checkCounter('viewers', vodVideoId, 0)
+    })
+
+    it('Should view on a remote and on local and display 2 viewers and 3 views', async function () {
+      this.timeout(30000)
+
+      await servers[0].views.simulateViewer({ id: vodVideoId, currentTimes: [ 0, 5 ] })
+      await servers[1].views.simulateViewer({ id: vodVideoId, currentTimes: [ 0, 5 ] })
+      await servers[1].views.simulateViewer({ id: vodVideoId, currentTimes: [ 0, 5 ] })
+
+      await servers[0].views.simulateViewer({ id: liveVideoId, currentTimes: [ 0, 35 ] })
+      await servers[1].views.simulateViewer({ id: liveVideoId, currentTimes: [ 0, 35 ] })
+      await servers[1].views.simulateViewer({ id: liveVideoId, currentTimes: [ 0, 35 ] })
+
+      await waitJobs(servers)
+
+      await checkCounter('viewers', liveVideoId, 2)
+      await checkCounter('viewers', vodVideoId, 2)
+
+      await processViewsBuffer(servers)
+
+      await checkCounter('views', liveVideoId, 3)
+      await checkCounter('views', vodVideoId, 3)
+    })
+
+    after(async function () {
+      await stopFfmpeg(command)
+    })
+  })
+
+  after(async function () {
+    await cleanupTests(servers)
+  })
+})
diff --git a/server/tests/api/views/video-views-overall-stats.ts b/server/tests/api/views/video-views-overall-stats.ts
new file mode 100644
index 000000000..22761d6ec
--- /dev/null
+++ b/server/tests/api/views/video-views-overall-stats.ts
@@ -0,0 +1,291 @@
+/* eslint-disable @typescript-eslint/no-unused-expressions,@typescript-eslint/require-await */
+
+import 'mocha'
+import * as chai from 'chai'
+import { FfmpegCommand } from 'fluent-ffmpeg'
+import { prepareViewsServers, prepareViewsVideos, processViewersStats } from '@server/tests/shared'
+import { cleanupTests, PeerTubeServer, stopFfmpeg, waitJobs } from '@shared/server-commands'
+
+const expect = chai.expect
+
+describe('Test views overall stats', function () {
+  let servers: PeerTubeServer[]
+
+  before(async function () {
+    this.timeout(120000)
+
+    servers = await prepareViewsServers()
+  })
+
+  describe('Test rates and comments of local videos on VOD', function () {
+    let vodVideoId: string
+
+    before(async function () {
+      this.timeout(60000);
+
+      ({ vodVideoId } = await prepareViewsVideos({ servers, live: false, vod: true }))
+    })
+
+    it('Should have the appropriate likes', async function () {
+      this.timeout(60000)
+
+      await servers[0].videos.rate({ id: vodVideoId, rating: 'like' })
+      await servers[1].videos.rate({ id: vodVideoId, rating: 'like' })
+
+      await waitJobs(servers)
+
+      const stats = await servers[0].videoStats.getOverallStats({ videoId: vodVideoId })
+
+      expect(stats.likes).to.equal(2)
+      expect(stats.dislikes).to.equal(0)
+    })
+
+    it('Should have the appropriate dislikes', async function () {
+      this.timeout(60000)
+
+      await servers[0].videos.rate({ id: vodVideoId, rating: 'dislike' })
+      await servers[1].videos.rate({ id: vodVideoId, rating: 'dislike' })
+
+      await waitJobs(servers)
+
+      const stats = await servers[0].videoStats.getOverallStats({ videoId: vodVideoId })
+
+      expect(stats.likes).to.equal(0)
+      expect(stats.dislikes).to.equal(2)
+    })
+
+    it('Should have the appropriate comments', async function () {
+      this.timeout(60000)
+
+      await servers[0].comments.createThread({ videoId: vodVideoId, text: 'root' })
+      await servers[0].comments.addReplyToLastThread({ text: 'reply' })
+      await servers[1].comments.createThread({ videoId: vodVideoId, text: 'root' })
+
+      await waitJobs(servers)
+
+      const stats = await servers[0].videoStats.getOverallStats({ videoId: vodVideoId })
+      expect(stats.comments).to.equal(3)
+    })
+  })
+
+  describe('Test watch time stats of local videos on live and VOD', function () {
+    let vodVideoId: string
+    let liveVideoId: string
+    let command: FfmpegCommand
+
+    before(async function () {
+      this.timeout(60000);
+
+      ({ vodVideoId, liveVideoId, ffmpegCommand: command } = await prepareViewsVideos({ servers, live: true, vod: true }))
+    })
+
+    it('Should display overall stats of a video with no viewers', async function () {
+      for (const videoId of [ liveVideoId, vodVideoId ]) {
+        const stats = await servers[0].videoStats.getOverallStats({ videoId })
+
+        expect(stats.views).to.equal(0)
+        expect(stats.averageWatchTime).to.equal(0)
+        expect(stats.totalWatchTime).to.equal(0)
+      }
+    })
+
+    it('Should display overall stats with 1 viewer below the watch time limit', async function () {
+      this.timeout(60000)
+
+      for (const videoId of [ liveVideoId, vodVideoId ]) {
+        await servers[0].views.simulateViewer({ id: videoId, currentTimes: [ 0, 1 ] })
+      }
+
+      await processViewersStats(servers)
+
+      for (const videoId of [ liveVideoId, vodVideoId ]) {
+        const stats = await servers[0].videoStats.getOverallStats({ videoId })
+
+        expect(stats.views).to.equal(0)
+        expect(stats.averageWatchTime).to.equal(1)
+        expect(stats.totalWatchTime).to.equal(1)
+      }
+    })
+
+    it('Should display overall stats with 2 viewers', async function () {
+      this.timeout(60000)
+
+      {
+        await servers[0].views.simulateViewer({ id: vodVideoId, currentTimes: [ 0, 3 ] })
+        await servers[0].views.simulateViewer({ id: liveVideoId, currentTimes: [ 0, 35, 40 ] })
+
+        await processViewersStats(servers)
+
+        {
+          const stats = await servers[0].videoStats.getOverallStats({ videoId: vodVideoId })
+          expect(stats.views).to.equal(1)
+          expect(stats.averageWatchTime).to.equal(2)
+          expect(stats.totalWatchTime).to.equal(4)
+        }
+
+        {
+          const stats = await servers[0].videoStats.getOverallStats({ videoId: liveVideoId })
+          expect(stats.views).to.equal(1)
+          expect(stats.averageWatchTime).to.equal(21)
+          expect(stats.totalWatchTime).to.equal(41)
+        }
+      }
+    })
+
+    it('Should display overall stats with a remote viewer below the watch time limit', async function () {
+      this.timeout(60000)
+
+      for (const videoId of [ liveVideoId, vodVideoId ]) {
+        await servers[1].views.simulateViewer({ id: videoId, currentTimes: [ 0, 2 ] })
+      }
+
+      await processViewersStats(servers)
+
+      {
+        const stats = await servers[0].videoStats.getOverallStats({ videoId: vodVideoId })
+
+        expect(stats.views).to.equal(1)
+        expect(stats.averageWatchTime).to.equal(2)
+        expect(stats.totalWatchTime).to.equal(6)
+      }
+
+      {
+        const stats = await servers[0].videoStats.getOverallStats({ videoId: liveVideoId })
+
+        expect(stats.views).to.equal(1)
+        expect(stats.averageWatchTime).to.equal(14)
+        expect(stats.totalWatchTime).to.equal(43)
+      }
+    })
+
+    it('Should display overall stats with a remote viewer above the watch time limit', async function () {
+      this.timeout(60000)
+
+      await servers[1].views.simulateViewer({ id: vodVideoId, currentTimes: [ 0, 5 ] })
+      await servers[1].views.simulateViewer({ id: liveVideoId, currentTimes: [ 0, 45 ] })
+      await processViewersStats(servers)
+
+      {
+        const stats = await servers[0].videoStats.getOverallStats({ videoId: vodVideoId })
+        expect(stats.views).to.equal(2)
+        expect(stats.averageWatchTime).to.equal(3)
+        expect(stats.totalWatchTime).to.equal(11)
+      }
+
+      {
+        const stats = await servers[0].videoStats.getOverallStats({ videoId: liveVideoId })
+        expect(stats.views).to.equal(2)
+        expect(stats.averageWatchTime).to.equal(22)
+        expect(stats.totalWatchTime).to.equal(88)
+      }
+    })
+
+    after(async function () {
+      await stopFfmpeg(command)
+    })
+  })
+
+  describe('Test watchers peak stats of local videos on VOD', function () {
+    let videoUUID: string
+
+    before(async function () {
+      this.timeout(60000);
+
+      ({ vodVideoId: videoUUID } = await prepareViewsVideos({ servers, live: true, vod: true }))
+    })
+
+    it('Should not have watchers peak', async function () {
+      const stats = await servers[0].videoStats.getOverallStats({ videoId: videoUUID })
+
+      expect(stats.viewersPeak).to.equal(0)
+      expect(stats.viewersPeakDate).to.be.null
+    })
+
+    it('Should have watcher peak with 1 watcher', async function () {
+      this.timeout(60000)
+
+      const before = new Date()
+      await servers[0].views.simulateViewer({ id: videoUUID, currentTimes: [ 0, 2 ] })
+      const after = new Date()
+
+      await processViewersStats(servers)
+
+      const stats = await servers[0].videoStats.getOverallStats({ videoId: videoUUID })
+
+      expect(stats.viewersPeak).to.equal(1)
+      expect(new Date(stats.viewersPeakDate)).to.be.above(before).and.below(after)
+    })
+
+    it('Should have watcher peak with 2 watchers', async function () {
+      this.timeout(60000)
+
+      const before = new Date()
+      await servers[0].views.view({ id: videoUUID, currentTime: 0 })
+      await servers[1].views.view({ id: videoUUID, currentTime: 0 })
+      await servers[0].views.view({ id: videoUUID, currentTime: 2 })
+      await servers[1].views.view({ id: videoUUID, currentTime: 2 })
+      const after = new Date()
+
+      await processViewersStats(servers)
+
+      const stats = await servers[0].videoStats.getOverallStats({ videoId: videoUUID })
+
+      expect(stats.viewersPeak).to.equal(2)
+      expect(new Date(stats.viewersPeakDate)).to.be.above(before).and.below(after)
+    })
+  })
+
+  describe('Test countries', function () {
+
+    it('Should not report countries if geoip is disabled', async function () {
+      this.timeout(60000)
+
+      const { uuid } = await servers[0].videos.quickUpload({ name: 'video' })
+      await waitJobs(servers)
+
+      await servers[1].views.view({ id: uuid, xForwardedFor: '8.8.8.8,127.0.0.1', currentTime: 1 })
+
+      await processViewersStats(servers)
+
+      const stats = await servers[0].videoStats.getOverallStats({ videoId: uuid })
+      expect(stats.countries).to.have.lengthOf(0)
+    })
+
+    it('Should report countries if geoip is enabled', async function () {
+      this.timeout(60000)
+
+      const { uuid } = await servers[0].videos.quickUpload({ name: 'video' })
+      await waitJobs(servers)
+
+      await Promise.all([
+        servers[0].kill(),
+        servers[1].kill()
+      ])
+
+      const config = { geo_ip: { enabled: true } }
+      await Promise.all([
+        servers[0].run(config),
+        servers[1].run(config)
+      ])
+
+      await servers[0].views.view({ id: uuid, xForwardedFor: '8.8.8.8,127.0.0.1', currentTime: 1 })
+      await servers[1].views.view({ id: uuid, xForwardedFor: '8.8.8.4,127.0.0.1', currentTime: 3 })
+      await servers[1].views.view({ id: uuid, xForwardedFor: '80.67.169.12,127.0.0.1', currentTime: 2 })
+
+      await processViewersStats(servers)
+
+      const stats = await servers[0].videoStats.getOverallStats({ videoId: uuid })
+      expect(stats.countries).to.have.lengthOf(2)
+
+      expect(stats.countries[0].isoCode).to.equal('US')
+      expect(stats.countries[0].viewers).to.equal(2)
+
+      expect(stats.countries[1].isoCode).to.equal('FR')
+      expect(stats.countries[1].viewers).to.equal(1)
+    })
+  })
+
+  after(async function () {
+    await cleanupTests(servers)
+  })
+})
diff --git a/server/tests/api/views/video-views-retention-stats.ts b/server/tests/api/views/video-views-retention-stats.ts
new file mode 100644
index 000000000..98be7bfdb
--- /dev/null
+++ b/server/tests/api/views/video-views-retention-stats.ts
@@ -0,0 +1,56 @@
+/* eslint-disable @typescript-eslint/no-unused-expressions,@typescript-eslint/require-await */
+
+import 'mocha'
+import * as chai from 'chai'
+import { prepareViewsServers, prepareViewsVideos, processViewersStats } from '@server/tests/shared'
+import { cleanupTests, PeerTubeServer } from '@shared/server-commands'
+
+const expect = chai.expect
+
+describe('Test views retention stats', function () {
+  let servers: PeerTubeServer[]
+
+  before(async function () {
+    this.timeout(120000)
+
+    servers = await prepareViewsServers()
+  })
+
+  describe('Test retention stats on VOD', function () {
+    let vodVideoId: string
+
+    before(async function () {
+      this.timeout(60000);
+
+      ({ vodVideoId } = await prepareViewsVideos({ servers, live: false, vod: true }))
+    })
+
+    it('Should display empty retention', async function () {
+      const { data } = await servers[0].videoStats.getRetentionStats({ videoId: vodVideoId })
+      expect(data).to.have.lengthOf(6)
+
+      for (let i = 0; i < 6; i++) {
+        expect(data[i].second).to.equal(i)
+        expect(data[i].retentionPercent).to.equal(0)
+      }
+    })
+
+    it('Should display appropriate retention metrics', async function () {
+      await servers[0].views.simulateViewer({ xForwardedFor: '127.0.0.2,127.0.0.1', id: vodVideoId, currentTimes: [ 0, 1 ] })
+      await servers[0].views.simulateViewer({ xForwardedFor: '127.0.0.3,127.0.0.1', id: vodVideoId, currentTimes: [ 1, 3 ] })
+      await servers[1].views.simulateViewer({ xForwardedFor: '127.0.0.2,127.0.0.1', id: vodVideoId, currentTimes: [ 4 ] })
+      await servers[1].views.simulateViewer({ xForwardedFor: '127.0.0.3,127.0.0.1', id: vodVideoId, currentTimes: [ 0, 1 ] })
+
+      await processViewersStats(servers)
+
+      const { data } = await servers[0].videoStats.getRetentionStats({ videoId: vodVideoId })
+      expect(data).to.have.lengthOf(6)
+
+      expect(data.map(d => d.retentionPercent)).to.deep.equal([ 50, 75, 25, 25, 25, 0 ])
+    })
+  })
+
+  after(async function () {
+    await cleanupTests(servers)
+  })
+})
diff --git a/server/tests/api/views/video-views-timeserie-stats.ts b/server/tests/api/views/video-views-timeserie-stats.ts
new file mode 100644
index 000000000..98c041cdf
--- /dev/null
+++ b/server/tests/api/views/video-views-timeserie-stats.ts
@@ -0,0 +1,109 @@
+/* eslint-disable @typescript-eslint/no-unused-expressions,@typescript-eslint/require-await */
+
+import 'mocha'
+import * as chai from 'chai'
+import { FfmpegCommand } from 'fluent-ffmpeg'
+import { prepareViewsServers, prepareViewsVideos, processViewersStats } from '@server/tests/shared'
+import { VideoStatsTimeserie, VideoStatsTimeserieMetric } from '@shared/models'
+import { cleanupTests, PeerTubeServer, stopFfmpeg } from '@shared/server-commands'
+
+const expect = chai.expect
+
+describe('Test views timeserie stats', function () {
+  const availableMetrics: VideoStatsTimeserieMetric[] = [ 'viewers' ]
+
+  let servers: PeerTubeServer[]
+
+  before(async function () {
+    this.timeout(120000)
+
+    servers = await prepareViewsServers()
+  })
+
+  describe('Common metric tests', function () {
+    let vodVideoId: string
+
+    before(async function () {
+      this.timeout(60000);
+
+      ({ vodVideoId } = await prepareViewsVideos({ servers, live: false, vod: true }))
+    })
+
+    it('Should display empty metric stats', async function () {
+      for (const metric of availableMetrics) {
+        const { data } = await servers[0].videoStats.getTimeserieStats({ videoId: vodVideoId, metric })
+
+        expect(data).to.have.lengthOf(30)
+
+        for (const d of data) {
+          expect(d.value).to.equal(0)
+        }
+      }
+    })
+  })
+
+  describe('Test viewer and watch time metrics on live and VOD', function () {
+    let vodVideoId: string
+    let liveVideoId: string
+    let command: FfmpegCommand
+
+    function expectTimeserieData (result: VideoStatsTimeserie, lastValue: number) {
+      const { data } = result
+      expect(data).to.have.lengthOf(30)
+
+      const last = data[data.length - 1]
+
+      const today = new Date().getDate()
+      expect(new Date(last.date).getDate()).to.equal(today)
+      expect(last.value).to.equal(lastValue)
+
+      for (let i = 0; i < data.length - 2; i++) {
+        expect(data[i].value).to.equal(0)
+      }
+    }
+
+    before(async function () {
+      this.timeout(60000);
+
+      ({ vodVideoId, liveVideoId, ffmpegCommand: command } = await prepareViewsVideos({ servers, live: true, vod: true }))
+    })
+
+    it('Should display appropriate viewers metrics', async function () {
+      for (const videoId of [ vodVideoId, liveVideoId ]) {
+        await servers[0].views.simulateViewer({ id: videoId, currentTimes: [ 0, 3 ] })
+        await servers[1].views.simulateViewer({ id: videoId, currentTimes: [ 0, 5 ] })
+      }
+
+      await processViewersStats(servers)
+
+      for (const videoId of [ vodVideoId, liveVideoId ]) {
+        const result = await servers[0].videoStats.getTimeserieStats({ videoId, metric: 'viewers' })
+        expectTimeserieData(result, 2)
+      }
+    })
+
+    it('Should display appropriate watch time metrics', async function () {
+      for (const videoId of [ vodVideoId, liveVideoId ]) {
+        const result = await servers[0].videoStats.getTimeserieStats({ videoId, metric: 'aggregateWatchTime' })
+        expectTimeserieData(result, 8)
+
+        await servers[1].views.simulateViewer({ id: videoId, currentTimes: [ 0, 1 ] })
+      }
+
+      await processViewersStats(servers)
+
+      for (const videoId of [ vodVideoId, liveVideoId ]) {
+        const result = await servers[0].videoStats.getTimeserieStats({ videoId, metric: 'aggregateWatchTime' })
+        expectTimeserieData(result, 9)
+      }
+    })
+
+    after(async function () {
+      await stopFfmpeg(command)
+    })
+  })
+
+  after(async function () {
+    await cleanupTests(servers)
+  })
+})
diff --git a/server/tests/api/videos/videos-views-cleaner.ts b/server/tests/api/views/videos-views-cleaner.ts
index e6815a4a8..ef988837f 100644
--- a/server/tests/api/videos/videos-views-cleaner.ts
+++ b/server/tests/api/views/videos-views-cleaner.ts
@@ -34,10 +34,10 @@ describe('Test video views cleaner', function () {
 
     await waitJobs(servers)
 
-    await servers[0].videos.view({ id: videoIdServer1 })
-    await servers[1].videos.view({ id: videoIdServer1 })
-    await servers[0].videos.view({ id: videoIdServer2 })
-    await servers[1].videos.view({ id: videoIdServer2 })
+    await servers[0].views.simulateView({ id: videoIdServer1 })
+    await servers[1].views.simulateView({ id: videoIdServer1 })
+    await servers[0].views.simulateView({ id: videoIdServer2 })
+    await servers[1].views.simulateView({ id: videoIdServer2 })
 
     await waitJobs(servers)
   })
diff --git a/server/tests/plugins/action-hooks.ts b/server/tests/plugins/action-hooks.ts
index 8788a9644..57ede2701 100644
--- a/server/tests/plugins/action-hooks.ts
+++ b/server/tests/plugins/action-hooks.ts
@@ -1,6 +1,7 @@
 /* eslint-disable @typescript-eslint/no-unused-expressions,@typescript-eslint/require-await */
 
 import 'mocha'
+import { ServerHookName, VideoPlaylistPrivacy, VideoPrivacy } from '@shared/models'
 import {
   cleanupTests,
   createMultipleServers,
@@ -10,7 +11,6 @@ import {
   setAccessTokensToServers,
   setDefaultVideoChannel
 } from '@shared/server-commands'
-import { ServerHookName, VideoPlaylistPrivacy, VideoPrivacy } from '@shared/models'
 
 describe('Test plugin action hooks', function () {
   let servers: PeerTubeServer[]
@@ -61,7 +61,7 @@ describe('Test plugin action hooks', function () {
     })
 
     it('Should run action:api.video.viewed', async function () {
-      await servers[0].videos.view({ id: videoUUID })
+      await servers[0].views.simulateView({ id: videoUUID })
 
       await checkHook('action:api.video.viewed')
     })
diff --git a/server/tests/plugins/plugin-helpers.ts b/server/tests/plugins/plugin-helpers.ts
index 167429ef4..5e8d08dff 100644
--- a/server/tests/plugins/plugin-helpers.ts
+++ b/server/tests/plugins/plugin-helpers.ts
@@ -301,7 +301,7 @@ describe('Test plugin helpers', function () {
       // Should not throw -> video exists
       const video = await servers[0].videos.get({ id: videoUUID })
       // Should delete the video
-      await servers[0].videos.view({ id: videoUUID })
+      await servers[0].views.simulateView({ id: videoUUID })
 
       await servers[0].servers.waitUntilLog('Video deleted by plugin four.')
 
diff --git a/server/tests/shared/index.ts b/server/tests/shared/index.ts
index 47019d6a8..9f7ade53d 100644
--- a/server/tests/shared/index.ts
+++ b/server/tests/shared/index.ts
@@ -13,3 +13,4 @@ export * from './streaming-playlists'
 export * from './tests'
 export * from './tracker'
 export * from './videos'
+export * from './views'
diff --git a/server/tests/shared/views.ts b/server/tests/shared/views.ts
new file mode 100644
index 000000000..e6b289715
--- /dev/null
+++ b/server/tests/shared/views.ts
@@ -0,0 +1,93 @@
+import { FfmpegCommand } from 'fluent-ffmpeg'
+import { wait } from '@shared/core-utils'
+import { VideoCreateResult, VideoPrivacy } from '@shared/models'
+import {
+  createMultipleServers,
+  doubleFollow,
+  PeerTubeServer,
+  setAccessTokensToServers,
+  setDefaultVideoChannel,
+  waitJobs,
+  waitUntilLivePublishedOnAllServers
+} from '@shared/server-commands'
+
+async function processViewersStats (servers: PeerTubeServer[]) {
+  await wait(6000)
+
+  for (const server of servers) {
+    await server.debug.sendCommand({ body: { command: 'process-video-views-buffer' } })
+    await server.debug.sendCommand({ body: { command: 'process-video-viewers' } })
+  }
+
+  await waitJobs(servers)
+}
+
+async function processViewsBuffer (servers: PeerTubeServer[]) {
+  for (const server of servers) {
+    await server.debug.sendCommand({ body: { command: 'process-video-views-buffer' } })
+  }
+
+  await waitJobs(servers)
+}
+
+async function prepareViewsServers () {
+  const servers = await createMultipleServers(2)
+  await setAccessTokensToServers(servers)
+  await setDefaultVideoChannel(servers)
+
+  await servers[0].config.updateCustomSubConfig({
+    newConfig: {
+      live: {
+        enabled: true,
+        allowReplay: true,
+        transcoding: {
+          enabled: false
+        }
+      }
+    }
+  })
+
+  await doubleFollow(servers[0], servers[1])
+
+  return servers
+}
+
+async function prepareViewsVideos (options: {
+  servers: PeerTubeServer[]
+  live: boolean
+  vod: boolean
+}) {
+  const { servers } = options
+
+  const liveAttributes = {
+    name: 'live video',
+    channelId: servers[0].store.channel.id,
+    privacy: VideoPrivacy.PUBLIC
+  }
+
+  let ffmpegCommand: FfmpegCommand
+  let live: VideoCreateResult
+  let vod: VideoCreateResult
+
+  if (options.live) {
+    live = await servers[0].live.create({ fields: liveAttributes })
+
+    ffmpegCommand = await servers[0].live.sendRTMPStreamInVideo({ videoId: live.uuid })
+    await waitUntilLivePublishedOnAllServers(servers, live.uuid)
+  }
+
+  if (options.vod) {
+    vod = await servers[0].videos.quickUpload({ name: 'video' })
+  }
+
+  await waitJobs(servers)
+
+  return { liveVideoId: live?.uuid, vodVideoId: vod?.uuid, ffmpegCommand }
+}
+
+export {
+  processViewersStats,
+  prepareViewsServers,
+  processViewsBuffer,
+  prepareViewsVideos
+}
diff --git a/server/types/express.d.ts b/server/types/express.d.ts
index 91a8cf3d8..4537c57c6 100644
--- a/server/types/express.d.ts
+++ b/server/types/express.d.ts
@@ -185,6 +185,8 @@ declare module 'express' {
       externalAuth?: RegisterServerAuthExternalOptions
 
       plugin?: MPlugin
+
+      localViewerFull?: MLocalVideoViewerWithWatchSections
     }
   }
 }
diff --git a/server/types/models/video/index.ts b/server/types/models/video/index.ts
index e586a4e42..5ddffcab5 100644
--- a/server/types/models/video/index.ts
+++ b/server/types/models/video/index.ts
@@ -1,3 +1,5 @@
+export * from './local-video-viewer-watch-section'
+export * from './local-video-viewer'
 export * from './schedule-video-update'
 export * from './tag'
 export * from './thumbnail'
diff --git a/server/types/models/video/local-video-viewer-watch-section.ts b/server/types/models/video/local-video-viewer-watch-section.ts
new file mode 100644
index 000000000..be7a3bba0
--- /dev/null
+++ b/server/types/models/video/local-video-viewer-watch-section.ts
@@ -0,0 +1,5 @@
+import { LocalVideoViewerWatchSectionModel } from '@server/models/view/local-video-viewer-watch-section'
+
+// ############################################################################
+
+export type MLocalVideoViewerWatchSection = Omit<LocalVideoViewerWatchSectionModel, 'LocalVideoViewerModel'>
diff --git a/server/types/models/video/local-video-viewer.ts b/server/types/models/video/local-video-viewer.ts
new file mode 100644
index 000000000..b78ef5507
--- /dev/null
+++ b/server/types/models/video/local-video-viewer.ts
@@ -0,0 +1,19 @@
+import { LocalVideoViewerModel } from '@server/models/view/local-video-viewer'
+import { PickWith } from '@shared/typescript-utils'
+import { MLocalVideoViewerWatchSection } from './local-video-viewer-watch-section'
+import { MVideo } from './video'
+
+type Use<K extends keyof LocalVideoViewerModel, M> = PickWith<LocalVideoViewerModel, K, M>
+
+// ############################################################################
+
+export type MLocalVideoViewer = Omit<LocalVideoViewerModel, 'Video'>
+
+export type MLocalVideoViewerVideo =
+  MLocalVideoViewer &
+  Use<'Video', MVideo>
+
+export type MLocalVideoViewerWithWatchSections =
+  MLocalVideoViewer &
+  Use<'Video', MVideo> &
+  Use<'WatchSections', MLocalVideoViewerWatchSection[]>
diff --git a/shared/models/activitypub/activity.ts b/shared/models/activitypub/activity.ts
index d6284e283..fd5d38316 100644
--- a/shared/models/activitypub/activity.ts
+++ b/shared/models/activitypub/activity.ts
@@ -1,6 +1,6 @@
 import { ActivityPubActor } from './activitypub-actor'
 import { ActivityPubSignature } from './activitypub-signature'
-import { ActivityFlagReasonObject, CacheFileObject, VideoObject } from './objects'
+import { ActivityFlagReasonObject, CacheFileObject, VideoObject, WatchActionObject } from './objects'
 import { AbuseObject } from './objects/abuse-object'
 import { DislikeObject } from './objects/dislike-object'
 import { APObject } from './objects/object.model'
@@ -52,7 +52,7 @@ export interface BaseActivity {
 
 export interface ActivityCreate extends BaseActivity {
   type: 'Create'
-  object: VideoObject | AbuseObject | DislikeObject | VideoCommentObject | CacheFileObject | PlaylistObject
+  object: VideoObject | AbuseObject | DislikeObject | VideoCommentObject | CacheFileObject | PlaylistObject | WatchActionObject
 }
 
 export interface ActivityUpdate extends BaseActivity {
@@ -99,7 +99,9 @@ export interface ActivityView extends BaseActivity {
   type: 'View'
   actor: string
   object: APObject
-  expires: string
+
+  // If sending a "viewer" event
+  expires?: string
 }
 
 export interface ActivityDislike extends BaseActivity {
diff --git a/shared/models/activitypub/context.ts b/shared/models/activitypub/context.ts
index 4ada3b083..e9df38207 100644
--- a/shared/models/activitypub/context.ts
+++ b/shared/models/activitypub/context.ts
@@ -12,4 +12,5 @@ export type ContextType =
   'Rate' |
   'Flag' |
   'Actor' |
-  'Collection'
+  'Collection' |
+  'WatchAction'
diff --git a/shared/models/activitypub/objects/index.ts b/shared/models/activitypub/objects/index.ts
index 9e2c6b728..47a8e847a 100644
--- a/shared/models/activitypub/objects/index.ts
+++ b/shared/models/activitypub/objects/index.ts
@@ -8,3 +8,4 @@ export * from './playlist-object'
 export * from './video-comment-object'
 export * from './video-torrent-object'
 export * from './view-object'
+export * from './watch-action-object'
diff --git a/shared/models/activitypub/objects/watch-action-object.ts b/shared/models/activitypub/objects/watch-action-object.ts
new file mode 100644
index 000000000..ed336602f
--- /dev/null
+++ b/shared/models/activitypub/objects/watch-action-object.ts
@@ -0,0 +1,22 @@
+export interface WatchActionObject {
+  id: string
+  type: 'WatchAction'
+
+  startTime: string
+  endTime: string
+
+  location?: {
+    addressCountry: string
+  }
+
+  uuid: string
+  object: string
+  actionStatus: 'CompletedActionStatus'
+
+  duration: string
+
+  watchSections: {
+    startTimestamp: number
+    endTimestamp: number
+  }[]
+}
diff --git a/shared/models/server/debug.model.ts b/shared/models/server/debug.model.ts
index 2ecabdeca..223d23362 100644
--- a/shared/models/server/debug.model.ts
+++ b/shared/models/server/debug.model.ts
@@ -4,5 +4,5 @@ export interface Debug {
 }
 
 export interface SendDebugCommand {
-  command: 'remove-dandling-resumable-uploads'
+  command: 'remove-dandling-resumable-uploads' | 'process-video-views-buffer' | 'process-video-viewers'
 }
diff --git a/shared/models/users/index.ts b/shared/models/users/index.ts
index a24ffee96..b25978587 100644
--- a/shared/models/users/index.ts
+++ b/shared/models/users/index.ts
@@ -12,5 +12,4 @@ export * from './user-scoped-token'
 export * from './user-update-me.model'
 export * from './user-update.model'
 export * from './user-video-quota.model'
-export * from './user-watching-video.model'
 export * from './user.model'
diff --git a/shared/models/users/user-watching-video.model.ts b/shared/models/users/user-watching-video.model.ts
deleted file mode 100644
index c22480595..000000000
--- a/shared/models/users/user-watching-video.model.ts
+++ /dev/null
@@ -1,3 +0,0 @@
-export interface UserWatchingVideo {
-  currentTime: number
-}
diff --git a/shared/models/videos/index.ts b/shared/models/videos/index.ts
index 705e8d0ff..05497bda1 100644
--- a/shared/models/videos/index.ts
+++ b/shared/models/videos/index.ts
@@ -9,6 +9,7 @@ export * from './file'
 export * from './import'
 export * from './playlist'
 export * from './rate'
+export * from './stats'
 export * from './transcoding'
 
 export * from './nsfw-policy.type'
@@ -32,5 +33,6 @@ export * from './video-streaming-playlist.model'
 export * from './video-streaming-playlist.type'
 
 export * from './video-update.model'
+export * from './video-view.model'
 export * from './video.model'
 export * from './video-create-result.model'
diff --git a/shared/models/videos/stats/index.ts b/shared/models/videos/stats/index.ts
new file mode 100644
index 000000000..d1e9c167c
--- /dev/null
+++ b/shared/models/videos/stats/index.ts
@@ -0,0 +1,4 @@
+export * from './video-stats-overall.model'
+export * from './video-stats-retention.model'
+export * from './video-stats-timeserie.model'
+export * from './video-stats-timeserie-metric.type'
diff --git a/shared/models/videos/stats/video-stats-overall.model.ts b/shared/models/videos/stats/video-stats-overall.model.ts
new file mode 100644
index 000000000..f2a0470ef
--- /dev/null
+++ b/shared/models/videos/stats/video-stats-overall.model.ts
@@ -0,0 +1,17 @@
+export interface VideoStatsOverall {
+  averageWatchTime: number
+  totalWatchTime: number
+
+  viewersPeak: number
+  viewersPeakDate: string
+
+  views: number
+  likes: number
+  dislikes: number
+  comments: number
+
+  countries: {
+    isoCode: string
+    viewers: number
+  }[]
+}
diff --git a/shared/models/videos/stats/video-stats-retention.model.ts b/shared/models/videos/stats/video-stats-retention.model.ts
new file mode 100644
index 000000000..e494888ed
--- /dev/null
+++ b/shared/models/videos/stats/video-stats-retention.model.ts
@@ -0,0 +1,6 @@
+export interface VideoStatsRetention {
+  data: {
+    second: number
+    retentionPercent: number
+  }[]
+}
diff --git a/shared/models/videos/stats/video-stats-timeserie-metric.type.ts b/shared/models/videos/stats/video-stats-timeserie-metric.type.ts
new file mode 100644
index 000000000..fc268d083
--- /dev/null
+++ b/shared/models/videos/stats/video-stats-timeserie-metric.type.ts
@@ -0,0 +1 @@
+export type VideoStatsTimeserieMetric = 'viewers' | 'aggregateWatchTime'
diff --git a/shared/models/videos/stats/video-stats-timeserie.model.ts b/shared/models/videos/stats/video-stats-timeserie.model.ts
new file mode 100644
index 000000000..d95e34f1d
--- /dev/null
+++ b/shared/models/videos/stats/video-stats-timeserie.model.ts
@@ -0,0 +1,6 @@
+export interface VideoStatsTimeserie {
+  data: {
+    date: string
+    value: number
+  }[]
+}
diff --git a/shared/models/videos/video-view.model.ts b/shared/models/videos/video-view.model.ts
new file mode 100644
index 000000000..f61211104
--- /dev/null
+++ b/shared/models/videos/video-view.model.ts
@@ -0,0 +1,6 @@
+export type VideoViewEvent = 'seek'
+
+export interface VideoView {
+  currentTime: number
+  viewEvent?: VideoViewEvent
+}
diff --git a/shared/models/videos/video.model.ts b/shared/models/videos/video.model.ts
index f98eed012..d9765dbd6 100644
--- a/shared/models/videos/video.model.ts
+++ b/shared/models/videos/video.model.ts
@@ -39,8 +39,7 @@ export interface Video {
   url: string
 
   views: number
-  // If live
-  viewers?: number
+  viewers: number
 
   likes: number
   dislikes: number
diff --git a/shared/server-commands/server/server.ts b/shared/server-commands/server/server.ts
index 2bf31b5a4..0ad818a11 100644
--- a/shared/server-commands/server/server.ts
+++ b/shared/server-commands/server/server.ts
@@ -25,10 +25,12 @@ import {
   PlaylistsCommand,
   ServicesCommand,
   StreamingPlaylistsCommand,
+  VideosCommand,
   VideoStudioCommand,
-  VideosCommand
+  ViewsCommand
 } from '../videos'
 import { CommentsCommand } from '../videos/comments-command'
+import { VideoStatsCommand } from '../videos/video-stats-command'
 import { ConfigCommand } from './config-command'
 import { ContactFormCommand } from './contact-form-command'
 import { DebugCommand } from './debug-command'
@@ -127,6 +129,8 @@ export class PeerTubeServer {
   objectStorage?: ObjectStorageCommand
   videoStudio?: VideoStudioCommand
   videos?: VideosCommand
+  videoStats?: VideoStatsCommand
+  views?: ViewsCommand
 
   constructor (options: { serverNumber: number } | { url: string }) {
     if ((options as any).url) {
@@ -397,5 +401,7 @@ export class PeerTubeServer {
     this.videos = new VideosCommand(this)
     this.objectStorage = new ObjectStorageCommand(this)
     this.videoStudio = new VideoStudioCommand(this)
+    this.videoStats = new VideoStatsCommand(this)
+    this.views = new ViewsCommand(this)
   }
 }
diff --git a/shared/server-commands/videos/history-command.ts b/shared/server-commands/videos/history-command.ts
index e9dc63462..d27afcff2 100644
--- a/shared/server-commands/videos/history-command.ts
+++ b/shared/server-commands/videos/history-command.ts
@@ -3,25 +3,6 @@ import { AbstractCommand, OverrideCommandOptions } from '../shared'
 
 export class HistoryCommand extends AbstractCommand {
 
-  watchVideo (options: OverrideCommandOptions & {
-    videoId: number | string
-    currentTime: number
-  }) {
-    const { videoId, currentTime } = options
-
-    const path = '/api/v1/videos/' + videoId + '/watching'
-    const fields = { currentTime }
-
-    return this.putBodyRequest({
-      ...options,
-
-      path,
-      fields,
-      implicitToken: true,
-      defaultExpectedStatus: HttpStatusCode.NO_CONTENT_204
-    })
-  }
-
   list (options: OverrideCommandOptions & {
     search?: string
   } = {}) {
diff --git a/shared/server-commands/videos/index.ts b/shared/server-commands/videos/index.ts
index c9ef6134d..b861731fb 100644
--- a/shared/server-commands/videos/index.ts
+++ b/shared/server-commands/videos/index.ts
@@ -13,4 +13,5 @@ export * from './services-command'
 export * from './streaming-playlists-command'
 export * from './comments-command'
 export * from './video-studio-command'
+export * from './views-command'
 export * from './videos-command'
diff --git a/shared/server-commands/videos/video-stats-command.ts b/shared/server-commands/videos/video-stats-command.ts
new file mode 100644
index 000000000..90f7ffeaf
--- /dev/null
+++ b/shared/server-commands/videos/video-stats-command.ts
@@ -0,0 +1,48 @@
+import { HttpStatusCode, VideoStatsOverall, VideoStatsRetention, VideoStatsTimeserie, VideoStatsTimeserieMetric } from '@shared/models'
+import { AbstractCommand, OverrideCommandOptions } from '../shared'
+
+export class VideoStatsCommand extends AbstractCommand {
+
+  getOverallStats (options: OverrideCommandOptions & {
+    videoId: number | string
+  }) {
+    const path = '/api/v1/videos/' + options.videoId + '/stats/overall'
+
+    return this.getRequestBody<VideoStatsOverall>({
+      ...options,
+      path,
+
+      implicitToken: true,
+      defaultExpectedStatus: HttpStatusCode.OK_200
+    })
+  }
+
+  getTimeserieStats (options: OverrideCommandOptions & {
+    videoId: number | string
+    metric: VideoStatsTimeserieMetric
+  }) {
+    const path = '/api/v1/videos/' + options.videoId + '/stats/timeseries/' + options.metric
+
+    return this.getRequestBody<VideoStatsTimeserie>({
+      ...options,
+      path,
+
+      implicitToken: true,
+      defaultExpectedStatus: HttpStatusCode.OK_200
+    })
+  }
+
+  getRetentionStats (options: OverrideCommandOptions & {
+    videoId: number | string
+  }) {
+    const path = '/api/v1/videos/' + options.videoId + '/stats/retention'
+
+    return this.getRequestBody<VideoStatsRetention>({
+      ...options,
+      path,
+
+      implicitToken: true,
+      defaultExpectedStatus: HttpStatusCode.OK_200
+    })
+  }
+}
diff --git a/shared/server-commands/videos/videos-command.ts b/shared/server-commands/videos/videos-command.ts
index 21753ddc4..2ac426f76 100644
--- a/shared/server-commands/videos/videos-command.ts
+++ b/shared/server-commands/videos/videos-command.ts
@@ -107,23 +107,6 @@ export class VideosCommand extends AbstractCommand {
 
   // ---------------------------------------------------------------------------
 
-  view (options: OverrideCommandOptions & {
-    id: number | string
-    xForwardedFor?: string
-  }) {
-    const { id, xForwardedFor } = options
-    const path = '/api/v1/videos/' + id + '/views'
-
-    return this.postBodyRequest({
-      ...options,
-
-      path,
-      xForwardedFor,
-      implicitToken: false,
-      defaultExpectedStatus: HttpStatusCode.NO_CONTENT_204
-    })
-  }
-
   rate (options: OverrideCommandOptions & {
     id: number | string
     rating: UserVideoRateType
diff --git a/shared/server-commands/videos/views-command.ts b/shared/server-commands/videos/views-command.ts
new file mode 100644
index 000000000..01113f798
--- /dev/null
+++ b/shared/server-commands/videos/views-command.ts
@@ -0,0 +1,51 @@
+/* eslint-disable @typescript-eslint/no-unused-expressions,@typescript-eslint/no-floating-promises */
+import { HttpStatusCode, VideoViewEvent } from '@shared/models'
+import { AbstractCommand, OverrideCommandOptions } from '../shared'
+
+export class ViewsCommand extends AbstractCommand {
+
+  view (options: OverrideCommandOptions & {
+    id: number | string
+    currentTime?: number
+    viewEvent?: VideoViewEvent
+    xForwardedFor?: string
+  }) {
+    const { id, xForwardedFor, viewEvent, currentTime } = options
+    const path = '/api/v1/videos/' + id + '/views'
+
+    return this.postBodyRequest({
+      ...options,
+
+      path,
+      xForwardedFor,
+      fields: {
+        currentTime: currentTime ?? 1,
+        viewEvent
+      },
+      implicitToken: false,
+      defaultExpectedStatus: HttpStatusCode.NO_CONTENT_204
+    })
+  }
+
+  async simulateView (options: OverrideCommandOptions & {
+    id: number | string
+    xForwardedFor?: string
+  }) {
+    await this.view({ ...options, currentTime: 0 })
+    await this.view({ ...options, currentTime: 5 })
+  }
+
+  async simulateViewer (options: OverrideCommandOptions & {
+    id: number | string
+    currentTimes: number[]
+    xForwardedFor?: string
+  }) {
+    let viewEvent: VideoViewEvent = 'seek'
+
+    for (const currentTime of options.currentTimes) {
+      await this.view({ ...options, currentTime, viewEvent })
+
+      viewEvent = undefined
+    }
+  }
+}
diff --git a/yarn.lock b/yarn.lock
index f6fed8fc0..a72f777c1 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -5905,6 +5905,14 @@ math-interval-parser@^2.0.1:
   resolved "https://registry.yarnpkg.com/math-interval-parser/-/math-interval-parser-2.0.1.tgz#e22cd6d15a0a7f4c03aec560db76513da615bed4"
   integrity sha512-VmlAmb0UJwlvMyx8iPhXUDnVW1F9IrGEd9CIOmv+XL8AErCUUuozoDMrgImvnYt2A+53qVX/tPW6YJurMKYsvA==
 
+maxmind@^4.3.6:
+  version "4.3.6"
+  resolved "https://registry.yarnpkg.com/maxmind/-/maxmind-4.3.6.tgz#5e4aa2491eef8bd401f34be307776fa1fb5bc3ca"
+  integrity sha512-CwnEZqJX0T6b2rWrc0/V3n9hL/hWAMEn7fY09077YJUHiHx7cn/esA2ZIz8BpYLSJUf7cGVel0oUJa9jMwyQpg==
+  dependencies:
+    mmdb-lib "2.0.2"
+    tiny-lru "8.0.2"
+
 md5@^2.2.1:
   version "2.3.0"
   resolved "https://registry.yarnpkg.com/md5/-/md5-2.3.0.tgz#c3da9a6aae3a30b46b7b0c349b87b110dc3bda4f"
@@ -6092,6 +6100,11 @@ mkdirp@^1.0.3:
   resolved "https://registry.yarnpkg.com/mkdirp/-/mkdirp-1.0.4.tgz#3eb5ed62622756d79a5f0e2a221dfebad75c2f7e"
   integrity sha512-vVqVZQyf3WLx2Shd0qJ9xuvqgAyKPLAiqITEtqW0oIUjzo3PePDd6fW9iFz30ef7Ysp/oiWqbhszeGWW2T6Gzw==
 
+mmdb-lib@2.0.2:
+  version "2.0.2"
+  resolved "https://registry.yarnpkg.com/mmdb-lib/-/mmdb-lib-2.0.2.tgz#fe60404142c0456c19607c72caa15821731ae957"
+  integrity sha512-shi1I+fCPQonhTi7qyb6hr7hi87R7YS69FlfJiMFuJ12+grx0JyL56gLNzGTYXPU7EhAPkMLliGeyHer0K+AVA==
+
 mocha@^9.0.0:
   version "9.2.2"
   resolved "https://registry.yarnpkg.com/mocha/-/mocha-9.2.2.tgz#d70db46bdb93ca57402c809333e5a84977a88fb9"
@@ -8292,6 +8305,11 @@ timm@^1.6.1:
   resolved "https://registry.yarnpkg.com/timm/-/timm-1.7.1.tgz#96bab60c7d45b5a10a8a4d0f0117c6b7e5aff76f"
   integrity sha512-IjZc9KIotudix8bMaBW6QvMuq64BrJWFs1+4V0lXwWGQZwH+LnX87doAYhem4caOEusRP9/g6jVDQmZ8XOk1nw==
 
+tiny-lru@8.0.2:
+  version "8.0.2"
+  resolved "https://registry.yarnpkg.com/tiny-lru/-/tiny-lru-8.0.2.tgz#812fccbe6e622ded552e3ff8a4c3b5ff34a85e4c"
+  integrity sha512-ApGvZ6vVvTNdsmt676grvCkUCGwzG9IqXma5Z07xJgiC5L7akUMof5U8G2JTI9Rz/ovtVhJBlY6mNhEvtjzOIg==
+
 tinycolor2@^1.4.1:
   version "1.4.2"
   resolved "https://registry.yarnpkg.com/tinycolor2/-/tinycolor2-1.4.2.tgz#3f6a4d1071ad07676d7fa472e1fac40a719d8803"