Remove 2007 Remove Data Quality Remove Statistics Remove Testing
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The Gold Standard – The Key to Information Extraction and Data Quality Control

Ontotext

Consider an example in which our first data source says that Microsoft invested $240 million in Facebook and the second – that on October 24, 2007 Microsoft invested in Facebook. But, before we can have any larger scale implementation of these rules, we have to test their validity.

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Knowledge

Occam's Razor

Slay The Analytics Data Quality Dragon & Win Your HiPPO's Love! Web Data Quality: A 6 Step Process To Evolve Your Mental Model. Data Quality Sucks, Let's Just Get Over It. Six Data Visualizations That Rock! The Awesome Power of Visualization 2 -> Death and Taxes 2007.

KPI 124
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Measuring Validity and Reliability of Human Ratings

The Unofficial Google Data Science Blog

Editor's note : The relationship between reliability and validity are somewhat analogous to that between the notions of statistical uncertainty and representational uncertainty introduced in an earlier post. We derive our measurement of data quality, ICC, from the variance parameters in the model.$$