Small Lab - University of Rochester Medical Center
CachedSmall Lab - University of Rochester Medical Center Small Lab Welcome to the Small Lab The overall goal of the Small lab is to better understand the mechanisms that control cell identity and lineage commitment by studying the transcriptional regulation and function of cardiac tissue-restricted genes.
Small Scale Lab, R&D, and Production Equipment | zTechnic Inc.
CachedSmall Scale Laboratory or Production Equipment Research, Application Testing, and New Product Development Technic manufactures equipment designed for small scale production, research, application testing and new product development.
Small multiples in R (code and tutorial) - Sharp Sight Labs
CachedSmall Multiples: Comparing Data Across GroupsSmall Multiples in RWhy The Small Multiples Technique Is ImportantSmall Multiples ExamplesAs Hadley Wickham points out in his book ggplot2, the small multiples technique facilitates comparison by creating the same chart for multiple subsets of your data. Tufte as well notes in Envisioning Information: The small multiples technique is a powerful data visualization method for comparing across groups or comparing over time. In my mind, this is a vastly under-used technique, if for no other reason than the small multiples design is difficult to implement with most tools like Excel, SAS, and even Tableau. In contrast, R’s GGPlot2 package makes small multiples extraordinarilyeasy to create. See full list on sharpsightlabs.com In R’s ggplot2 package, we call the small multiples technique faceting. To illustrate the faceting technique in R, let’s imagine the following scenario: You have 12 months of sales data for 3 separate sales regions and you want to do some data exploration. You could start out by creating a line chart: This is ugly. The chart only has 3 lines on it, yet it's difficult to read. Granted, we could add color to differentiate the lines, but I'm not a big fan of that solution; line charts get uglier the more lines you add (for a good example, see the line chartthat Phil Simon criticized in a recent blog post). A better solution is to create small multiples. To demonstrate, we'll look at facet_grid(). See full list on sharpsightlabs.com If you're learning data science, you really need to learn the small multiples technique. A large part of your job will involve data exploration. Whether your end goal is a report consisting exclusively of data visualizations, or a model (i.e., a machine learning algorithm) you'll need to explore your data visually. As the datasets you work with get larger and more complicated, you'll be working with more variables. You'll need tools to explore these datasets: datasets with large numbers of variables and thousands of rows (possibly millions or tens of millions of rows). Said differently, exploring big data requires a powerful toolset. And when you're exploring big datasets visually, the small multiples design is an excellent tool in your toolbox. As seen above, two uses for the small multiples design are for time series analysis (compairing across time) and also comparing across categories. See full list on sharpsightlabs.com Here are some excellent examples of small multiples in practice: Juice Analytics Flowing Data They show just how powerful the technique can be when applied to geospatial visualizations, area charts, and well-designed versions of bars, lines, and scatters. See full list on sharpsightlabs.com
Research and Development tax relief for small and medium ...
Cached23/12/2015 · Small or medium-sized enterprise ( SME) R&D tax relief allows companies to: deduct an extra 130% of their qualifying costs from their yearly profit, as well as the normal 100% deduction, to make a ...
Research Laboratory | WBDG - Whole Building Design Guide
CachedA. Architectural ConsiderationsB. Engineering ConsiderationsC. Operations and MaintenanceD. Lab and Personnel Safety and SecurityE. Sustainability ConsiderationsF. Three Laboratory SectorsG. Example Design and Construction CriteriaOver the past 30 years, architects, engineers, facility managers, and researchers have refined the design of typical wet and dry labs to a very high level. The following identifies the best solutions in designing a typical lab. See full list on wbdg.org Typically, more than 50% of the construction cost of a laboratory building is attributed to engineering systems. Hence, the close coordination of these ensures a flexible and successfully operating lab facility. The following engineering issues are discussed here: structural systems, mechanical systems, electrical systems, and piping systems. See also WBDG Functional—Ensure Appropriate Product/Systems Integration. See full list on wbdg.org Cost Savings The following cost saving items can be considered without compromising quality and flexibility: 1. Separate lab and non-lab zones. 2. Try to design with standard building components instead of customized components. See also WBDG Functional—Ensure Appropriate Product/Systems Integration. 3. Identify at least three manufacturers of each material or piece of equipment specified to ensure competitive bidding for the work. 4. Locate fume hoods on upper floors to minimize ductwork and the cost of... See full list on wbdg.org Protecting human health and life is paramount, and safety must always be the first concern in laboratory building design. Security-protecting a facility from unauthorized access-is also of critical importance. Today, research facility designers must work within the dense regulatory environment in order to create safe and productive lab spaces. The WBDG Resource Page on Security and Safety in Laboratoriesaddresses all these related concerns, including: 1. Laboratory classifications: dependent on the amount and type of chemicals in the lab; 2. Containment devices: fume hoods and bio-safety cabinets; 3. Levels of bio-safety containment as a design principle; 4. Radiation safety; 5. Employee safety: showers, eyewashes, other protective measures; and 6. Emergency power. See also WBDG Secure / Safe Branch, Threat/Vulnerability Assessments and Risk Analysis, Balancing Security/Safety and Sustainability Objectives, Air Decontamination, and Electrical Safety. See full list on wbdg.org The typical laboratory uses far more energy and water per square foot than the typical office building due to intensive ventilation requirements and other health and safety concerns. Therefore, designers should strive to create sustainable, high performance, and low-energy laboratories that will: 1. Minimize overall environmental impacts; 2. Protect occupant safety; and 3. Optimize whole building efficiency on a life-cycle basis. For more specific guidance, see WBDG Sustainable Laboratory Design; EPA and DOE's Laboratories for the 21st Century (Labs21), a voluntary program dedicated to improving the environmental performance of U.S. laboratories; WBDG Sustainable Branch and Balancing Security/Safety and Sustainability Objectives. See full list on wbdg.org There are three research laboratory sectors. They are academic laboratories, government laboratories, and private sector laboratories. 1. Academic labsare primarily teaching facilities but also include some research labs that engage in public interest or profit generating research. 2. Government labsinclude those run by federal agencies and those operated by state government do research in the public interest. 3. Design of labs for the private sector, run by corporations, is usually driven by the need to enhance the research operation's profit making potential. See full list on wbdg.org For GSA, the unit costs for this building type are based on the construction quality and design features in the following table . This information is based on GSA's benchmark interpretation and could be different for other owners. See full list on wbdg.org
simplelimssoftware.comSimple LIMS Software For Small Labs | Laboratory Sample ...
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