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Interrupted Time Series In Minutes

Upload your data and get a complete interrupted time series report. Free.

Encrypted & deleted in 7 days
PDF & citation included

Free analyses run on up to 10,000 rows. Larger files are randomly sampled to that size, so sign up to analyze your full dataset.

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Running interrupted time series analysis...

Running interrupted time series analysis...

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Sent to . Inside: interactive charts, statistical results, R code, and AI insights.

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Cymple, Data Scientist
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Sample Output

Every report includes interactive charts, tables, and AI insights

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The method, in full

The practical guide behind this tool: when it applies, how to read the output, and the traps that make it say the wrong thing.

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What's in the report?

Standard-library analysis: did the intervention shift the level or the slope? Map a date column and a numeric series, tell it when the intervention happened (or let it assume the series midpoint, clearly flagged), and get a segmented regression: the immediate jump in the series at the break (level change) and the bend in the trend (slope change), each with a 95% confidence interval and p-value, plus the pre-intervention trend projected forward as a counterfactual and the gap between actual and counterfactual at the end of the series, in units and percent. A lag-1 residual autocorrelation check warns when the classical p-values are anti-conservative.

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Actual, Fitted, and Counterfactual

Interactive line visualization

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Level and Slope Changes

Interactive table visualization

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The Counterfactual Gap

Interactive table visualization

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Method & Assumptions

Interactive table visualization

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AI Insights

Plain-English interpretation of what the numbers mean, what's significant, and what to do next.

The Question This Answers

Measure whether a policy, price change, or product launch shifted a metric's level or trend

Questions?

See our FAQ for details on pricing, data privacy, and how the analysis works. Every report includes a Methodology section showing the statistical test, assumptions checked, and diagnostics run.

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CympleData Scientist Send me your data and question, I’ll send you the analytics. ds@mcpanalytics.ai