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In the first pilot, three Street View cars collected 150 million air quality data points over a month of driving around Denver, Colo.
Raw data files were quality checked using the R package affy v.1.32.0 [30] and affyQCReport v.1.32.0 [31] to exclude the poor quality data points, resulting in a set of usable 6736 CEL files.
The startup deployed a global indoor environmental sensor network of 500 devices across 21 Google offices around the world several years back, enabling the startup to process more than half a billion indoor air quality data points such as carbon dioxide emissions and particulate matter that affect Googlers' lungs on a daily basis.
The startup deployed a global indoor environmental sensor network of 500 devices across 21 Google offices around the world several years back, enabling the startup to process more than half a billion indoor air quality data points such as carbon dioxide emissions and particulate matter that affect Googlers' lungs on a daily basis. .
It can be observed that out of 67 groundwater quality data points 24 stations (35%) fall in the "excellent" category, 16 stations (23%) in "good" category, 18 stations (26%) in "poor" category, 7 stations (10%) in "very poor" category and 3 stations (4%) in unfit category for pre-monsoon season.
Only genes that had ≥ 15 individual high quality data points were included in the analysis.
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They're free, globally recognizable, high-quality data points that enable you to efficiently gather information on a business's industry, online activities, and functionality.
The method is more practical than existing methods because it can process the scattered data points with complex topology and noise effectively, which produces a high-quality data points suited for CAD/CAM.
The best way to keep data clean is to use a globally known, unique identifier, or a "data backbone". For example, you can use URLs as identifiers: they're free, globally recognizable, high-quality data points that enable you to efficiently gather information on a business's industry, online activities, and functionality.
Those poor-quality data points were registered as artefacts in our study protocol.
We applied median and Lowess normalization to the raw data and filtered outlier probes to remove low-quality data points.
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