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Every Outlier Is a Boundary You Did Not Define: Turning Sensor Spikes, Financial Limits, and Statistical Tails into Explicit Constraints

Posted by By xiezixing 2026年7月29日
The Bottom Line A dataset does not have outliers. It has values outside a boundary…
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Before You Delete an Outlier - six question data cleaning protocol
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Before You Delete an Outlier: A 6-Question Data Cleaning Protocol

Posted by By xiezixing 2026年7月17日
A practical protocol for detecting, marking, and processing extreme values without deleting useful evidence.
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Data Outlier Processor: the five numbers your spreadsheet lied about
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Data Outlier Processor: the five numbers your spreadsheet lied about

Posted by By xiezixing 2026年6月21日
A spreadsheet told a quiet lie for nine months. The Q3 forecast column had 248…
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Outlier Detector — IQR, Z-score, modified Z-score statistical methods. Why Your Best Sales Rep Is Quietly an Outlier in Your Spreadsheet
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Why Your Best Sales Rep Is Quietly an Outlier in Your Spreadsheet

Posted by By xiezixing 2026年6月9日
The "weird" data point you almost deleted this morning might be the most important number…
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