18 applications / Analytics & reporting

Give useful questions a clearer answer.

Website statistics, product events, business dashboards and log reports use different data and operating models. Choose the question first, then the collection method, reporting interface and level of administration needed to answer it.

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Analytics & reporting applications

18 applications
All 250 applications

18 applications to explore

Ackee logoAnalytics

Ackee

Look at traffic through a compact dashboard.

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Apache Superset logoAnalytics

Apache Superset

Explore data through charts and shared dashboards.

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Countly logoAnalytics

Countly

Follow application usage in a dedicated analytics system.

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GoAccess logoAnalytics

GoAccess

Find useful traffic signals in web-server logs.

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GoatCounter logoAnalytics

GoatCounter

Keep a small website's traffic understandable.

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Grafana logoAnalytics

Grafana

Bring operational data into a shared view.

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Hue logoAnalytics

Hue

A browser workspace for querying data systems.

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Lightdash logoAnalytics

Lightdash

Bring a dbt project's metrics into a shared workspace.

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Matomo logoAnalytics

Matomo

A closer look at your website.

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Metabase logoAnalytics

Metabase

Make business data easier to ask questions of.

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Open Web Analytics logoAnalytics

Open Web Analytics

Explore website activity in a self-hosted reporting tool.

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OpenSearch Dashboards logoAnalytics

OpenSearch Dashboards

Explore the data in an OpenSearch cluster.

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Plausible Analytics logoAnalytics

Plausible Analytics

A focused view of your website's audience.

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PostHog logoAnalytics

PostHog

Understand the journeys inside a digital product.

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Redash logoAnalytics

Redash

Turn useful queries into shared answers.

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RudderStack logoAnalytics

RudderStack

Route event data to the systems that use it.

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Shynet logoAnalytics

Shynet

Measure website activity in your own environment.

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Umami logoAnalytics

Umami

Make your traffic a little clearer.

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Choose with confidence

Which decision should the reporting help you make?

Write down three questions, load a small verified sample and reconcile a report with its source records. Test a viewer account and an administrator account, and check what happens when source data arrives late or changes.

Match the tool to the question

Traffic tools explain visits. Product analytics follows application events. Business intelligence queries existing data. A dashboard cannot correct a mismatch between the question and the source.

Plan collection and access together

Specify which data enters the system, who may query it and when it is removed. Avoid collecting sensitive fields simply because an integration can send them.

Budget for the source and the report

Querying a production database and processing event streams create different loads. Measure representative volumes and protect the underlying systems from expensive reporting workloads.

Bring to the hosting conversation: Data sources, event volume, query load, retention, access and consent requirements.

Explore another collectionMonitoring & status Business operations Publishing & content

Frequently asked questions

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How should I compare the analytics & reporting in this collection?
Website statistics, product events, business dashboards and log reports use different data and operating models. Choose the question first, then the collection method, reporting interface and level of administration needed to answer it.
What should I prepare before hosting one of these analytics applications?
Data sources, event volume, query load, retention, access and consent requirements. Each application's profile links to its official project for current requirements and licensing.
What is a useful first test for a analytics application?
Write down three questions, load a small verified sample and reconcile a report with its source records. Test a viewer account and an administrator account, and check what happens when source data arrives late or changes.

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