ContentMate
    YouTube

    Understand YouTube analytics

    Use reports, understand breakdowns, compare periods, and diagnose missing data

    YouTube analytics in ContentMate helps you understand which videos people watch, how long they stay, where views come from, and how your channel develops. This article explains how to navigate and read the reports. The YouTube metrics glossary explains each metric, its unit, calculations, and worked examples.

    ContentMate regularly imports YouTube data in the background and prepares it for reporting. Charts, video details, and period changes read stored data from ContentMate's database. Opening a report does not trigger a live request to YouTube.

    Select your channel and period

    1. Open Analytics and select the connected YouTube channel at the top. Check its name if your workspace contains several accounts.
    2. Choose Today, Yesterday, 7, 14, 30, 90, or 365 days, This year, or a Custom range.
    3. Check Import, Aggregation, and Data time in the status bar, along with the latest reported day in the report. A recent import does not mean YouTube has already supplied today's data.
    4. Open the relevant section. The selected channel and reporting period remain the basis for your analysis.

    YouTube reports daily values in Pacific Time (America/Los_Angeles). A YouTube reporting day therefore does not start at midnight in Germany. This matters especially when comparing individual days or publishing close to midnight.

    Today can be empty even when your video already has views. For an initial check, choose a completed period, such as the last 7 or 30 days, and check the actual data coverage. Being able to select a period does not guarantee that data is already available for every day in it.

    YouTube describes a typical processing delay of 48–72 hours for analytics data. ContentMate must then import the available results in the background. This is an indication of the usual delay, not a guaranteed deadline for every metric. See YouTube's documentation on data freshness.

    Dashboard sections

    SectionWhat you can investigateWhat to keep in mind
    OverviewViews, engaged views, watch time, average view duration, and Premium viewingViews count playbacks, not unique people. Premium metrics are subsets.
    EngagementLikes, dislikes, comments, shares, playlist actions, cards, and historical annotationsOne person can generate several interactions. Click-through rates use different denominators.
    CommunitySubscriber changes, countries, age and gender, subscription status, and other available audience reportsSubscriber totals, changes, and audience shares measure different things. Small groups may be missing.
    ReachThumbnail impressions and click-through rate, traffic sources, devices, operating systems, and playback locationsThumbnail impressions do not cover every view. They are not a count of unique people reached.
    ContentVideo performance during the period, content types, video details, audience retention, playlists, and available revenue reportsDistinguish period metrics, playlist context, and lifetime totals since publication.
    All mediaThe imported video inventory with the latest lifetime totals since publicationThis section is independent of the selected period. Its figures do not have to match period reports.

    The metrics glossary groups individual metrics by these topics. Not every channel, content type, or report provides every metric.

    Read charts and tables

    In a time series, the horizontal axis represents days; in an audience retention chart, it represents positions within the video. The vertical axis shows the relevant unit: a count, minutes, duration, or rate. Series displayed together have comparable units; different metrics do not make up a single combined total.

    Hover over a data point to read its tooltip. Where available, open Show values as a table below a chart. Exact numbers are easier to compare there than by judging bar lengths. A dash means a missing value, not automatically zero.

    In breakdowns such as countries or devices, all displayed metrics refer to that group. A country row with 200 views means 200 views from that country, not 200 distinct people. Check pagination and notices about limited results: a chart may only contain the visible rows or the top results supplied by YouTube.

    Understand the breakdowns

    ReportMeaning
    Countries, US states, cities, and US media marketsGeographic attribution of reported activity. US state and media-market reports are not breakdowns by German federal state.
    Age and genderDemographic shares supplied by YouTube. They describe the measured audience, not a complete list of everyone who watched.
    Subscription statusSeparates activity by subscribed and unsubscribed viewers at the time of the view. It is not the current subscriber count.
    Traffic sourcesShow how viewers reached a video, such as through YouTube Search, suggested videos, external websites, or the subscriptions feed.
    Traffic source detailsAdd detail to a source, such as search terms or referring content, where YouTube reports it. Not every source has detailed results.
    Playback locations and embedded playback locationsDescribe where a video was played, such as on a YouTube page or in an embedded player. This differs from how someone found the video.
    Devices and operating systemsAttribute activity to devices such as phones, computers, or TVs and their operating systems.
    YouTube productsSeparate reported activity within YouTube products, such as YouTube and YouTube Kids.
    Live and on demandSeparate live viewing from later on-demand viewing. Concurrent viewers are a separate live metric.
    Content typesSeparate formats reported by YouTube, such as Shorts and other videos.
    Sharing servicesShow the services through which YouTube recorded video shares. They do not track every copied link.
    SubtitlesAdditional daily reports break viewing down by subtitle language and automatically translated subtitle language where available.
    Channel membershipsThe cancellation report counts reported survey responses by reason; it is not a list of all paying members.

    Definitions are available in the official YouTube dimensions documentation. Missing categories are not filled in with an invented remainder. As a result, the visible groups may add up to less than the channel total.

    Investigate an individual video

    1. Open Content and find the video in the video report. You can search by title or video ID.
    2. Choose a metric to sort by if needed. YouTube supplies up to the 200 videos with the most views for this report. Search and sorting apply to that selection; they do not expand it.
    3. Click Details to see the available metrics, time series, thumbnail figures, and audience retention for that video.
    4. Read the video position and its retention values together. A rise can occur, for example, when people rewatch a section.
    5. Eligible livestreams have additional concurrent-viewer reports. These values are not expected for ordinary uploads.

    An older video can receive new views during the current period. Its publication date and the date of a measured playback are different. The link on the video title opens the original on YouTube; Details stays within ContentMate's analytics.

    Playlists and revenue reports

    Under Content, select an available playlist to open its stored reports. Playlist views measure activity in the context of that playlist. Total channel views are therefore not a substitute for playlist performance. The same video can appear in several playlists; do not simply add their totals to the channel total.

    Revenue reports require the appropriate Google permission, availability in the workspace, and revenue data supplied by YouTube. Amounts are estimates in US dollars, not a confirmed payout. Even a monetized channel may not yet have data for a particular period. Advertising revenue, Premium revenue, gross advertising revenue, and CPM have different meanings; the metrics glossary explains those distinctions.

    Additional daily reports and data coverage

    Additional daily reports are set up and imported automatically in the background. You do not need to activate them. The first files can take several days to become available. Some report types remain empty or unavailable for channels without the relevant activity.

    Check “X of Y days available.” If 20 of 30 days are available, totals describe only the 20 imported days. They are neither a projection for all 30 days nor evidence of zero activity on the missing days. Even a fully imported file can contain values that YouTube withholds for privacy reasons.

    Under Individual values per data row, each row represents its combination of day, video, and other dimensions. You can open the table and browse it in pages of 25 rows. Its chart shows the current page; totals cover the available period across all pages. Do not add overlapping report types together or count their totals a second time.

    Rates and averages are not simply added together. Some are available only per data row. When a period rate cannot be calculated because its underlying values are incomplete, ContentMate does not replace it with an unweighted average. A thumbnail rate explicitly labelled as using YouTube's original number format must be read in that format.

    Compare periods and understand calculations

    Compare the same channel, metric, and reporting context using periods with complete coverage wherever possible. For example, avoid comparing the last 7 days with a 30-day period that has only been partially imported.

    • Totals: 100 views on one day plus 300 on the next equal 400, provided both days have complete data.
    • Averages: 10 seconds and 50 seconds do not automatically make a 30-second average for the whole period. The number of underlying playbacks matters.
    • Click-through rates: 100 impressions at 10% and 900 at 2% produce a combined rate of 2.8%, not 6%, when they use the same definition. Impressions provide the weighting.
    • Subscribers: 20 gained minus 5 lost equal a net gain of 15. That is not the channel's total subscriber count.
    • Missing values: A dash, a report awaiting import, and a reported zero are different states.

    Custom ranges require suitable stored data. If those records cannot support a valid average, breakdown, or report for the selected range, it may be missing even when additive metrics or individual daily values are available.

    Investigate missing or different figures

    Notice or observationExplanation and next step
    Not yet importedA suitable background import is missing. Check data freshness; reloading does not force a request to YouTube.
    YouTube is preparing daily reportsWait for processing and the next import. Opening the page repeatedly does not speed up report generation.
    No data availableValues are missing for this combination, for example because of low activity, privacy thresholds, or an unsuitable content type. Check a completed period.
    Older importStored values remain visible until a background update is available. Check the date of the data.
    Permission requiredA workspace member with permission to connect accounts must reconnect the channel and grant the missing Google permissions.
    Report temporarily unavailableYouTube or the import process could not provide the report temporarily. If this continues, contact support with the channel, period, report, and visible error message.
    Figures differ from YouTube StudioCompare the channel, date boundaries, time zone, data freshness, filters, and period versus lifetime metrics. Studio may also show other or more recent reports.
    Comment counts differ between analytics and the inboxAnalytics counts reported comment activity during the period; the inbox shows imported comments with their current handling and moderation status.

    Do not send Google login credentials to support. A screenshot showing the affected metric, period, and data freshness is enough for an initial investigation.

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