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Reporting & Dashboards

What Is a Dashboard? Definition, Types and Examples

A dashboard is one screen that shows the few numbers a team needs to run its work, kept up to date from the systems they come from. Here is what goes on one, the four types, and real examples by team.

The short answer

A dashboard is one screen of key numbers and charts that answers a standing question, such as "are we on budget?" or "is the queue keeping up?", and stays current without anyone rebuilding it. A report is read once and explains a period. A dashboard is checked often and shows where things stand now.

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A dashboard is a single screen that shows the handful of numbers a team uses to run its work, with charts that explain them, refreshed from the systems the numbers come from. The name comes from a car: you glance at it while driving, and you do not read it like a manual.

What is a dashboard used for?

A dashboard is used to notice something early, while there is still time to act on it. Sales sees a region falling behind before the quarter closes, and finance sees a cost line drifting before the month-end review.

A warehouse lead sees a site shipping slower than it receives before the backlog becomes a week of late orders.

The common thread is a question people ask every day or every week. If nobody asks the question more than once, a report or a one-off analysis is a better fit than a dashboard.

What are the parts of a dashboard?

Almost every dashboard is built from the same five parts:

  • KPI tiles. Four to six headline numbers across the top, such as revenue or tickets solved, usually with a comparison to last period or to target.
  • Charts. The trend and the breakdown behind each headline number, such as revenue by month or tickets by channel.
  • Filters. Date range, region, team or product, so each reader can see their own slice without a separate copy.
  • Definitions. What each number means, written down once. "Revenue" can mean booked or collected, and a dashboard that does not say which one starts arguments.
  • A data source and a refresh. The connection to the systems the numbers come from, and how often they update. Without it, a dashboard is a screenshot that goes stale.

The last two are invisible on the screen and cause most of the trouble. A chart can look right and be wrong because two systems count an order differently.

What are the types of dashboards?

Dashboards are usually grouped by who reads them and how often:

TypeWho reads itHow oftenWhat it shows
StrategicExecutives and the boardWeekly or monthlyHow the business is doing across every function
OperationalThe people running the workDaily or through a shiftWhat is late, short or stuck right now
AnalyticalAnalysts and team leadsWhen a question comes upWhy a number moved, with room to drill in
TacticalManagers of one functionWeeklyProgress against a plan or target for one team

The same data often feeds more than one type. Warehouse figures sit on an operational dashboard for the site lead and as one row on the executive scorecard.

What is the difference between a dashboard and a report?

A dashboard shows where things stand now and is checked often. A report explains what happened in a period and is read once, usually with written commentary.

Teams need both, and they are often built from the same data. A monthly board pack is a report. The scorecard the board checks between meetings is a dashboard.

What is a KPI dashboard?

A KPI dashboard is a dashboard built around a few key performance indicators, each shown against a target or a previous period. It is the most common kind, because most teams already have three to six numbers they are judged on.

There are KPI dashboard examples for each team with the data each KPI needs before it can be trusted.

Dashboard examples by team

Each of these pages shows real dashboard templates on sample data, with the metrics each one is built from:

All of them are collected on the dashboard examples page.

What makes a good dashboard?

A good dashboard answers one question, and the numbers on it are ones the whole team agrees with. Four habits get most dashboards there:

  • Fewer numbers. Four to six tiles. A dashboard with twenty headline figures has no headline.
  • A comparison on every number. Revenue of 4.2 million means nothing alone. Against last month, or against plan, it means something.
  • Problems first. Late orders and the region behind plan go at the top. Totals go underneath.
  • Definitions agreed before the chart. Most dashboard arguments are about what a number means, not what it is.

How do you make a dashboard?

Start from the question, not the chart. Then:

  1. Write down the question the dashboard answers and who will check it.
  2. Pick the four to six numbers that answer it, and write down what each one means.
  3. Connect the systems the numbers come from, or upload the files.
  4. Check a week of figures against what the team already trusts.
  5. Set how often it refreshes, and share it with the people who asked the question.

Spreadsheets handle the first dashboard well. They struggle when the data arrives from several systems, changes shape, or has to be rebuilt every month. That is where a dashboard tool earns its place.

In Mammoth Analytics, you can start from one of the templates above on sample data, connect your own sources, and Mammoth repeats the same preparation steps on every refresh. Dashboard viewers are free and unlimited on every plan.

Open a dashboard template on sample data, then point it at your own. Viewers are free and unlimited on every plan, including the free one.

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Frequently Asked Questions

Is an Excel spreadsheet a dashboard?

A spreadsheet becomes a dashboard when one tab summarises the key numbers with charts, usually built from pivot tables. It works for one person and one file. It gets harder when the data changes shape each month or several people need the same view, which is what the Excel dashboard examples are about.

What is a dashboard in Power BI?

In Power BI, a dashboard is a single page of tiles pinned from one or more reports, while a report is the multi-page, interactive analysis the tiles come from. Elsewhere the words are used more loosely, and most tools call any one-screen summary a dashboard.

What is a real-time dashboard?

A real-time dashboard updates as new data arrives, within seconds or minutes. Few dashboards need it. A board read once a day is fine with an overnight refresh, and real-time matters mainly for operations watched through a shift, such as a support queue or a warehouse floor.

Is a dashboard the same as a data visualization?

No. A data visualization is one chart. A dashboard is a set of them, arranged to answer one question, with headline numbers and a refresh behind it.

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