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Data analysis is a process of inspecting, cleansing , transforming , and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making. Data analysis has multiple facets and approaches, encompassing diverse techniques under a variety of names, while being used in different business, science, and social science domains. Data mining is a particular data analysis technique that focuses on modeling and knowledge discovery for predictive rather than purely descriptive purposes, while business intelligence covers data analysis that relies heavily on aggregation, focusing mainly on business information. [1] In statistical applications, data analysis can be divided into descriptive statistics , exploratory data analysis (EDA), and confirmatory data analysis (CDA). EDA focuses on discovering new features in the data while CDA focuses on confirming or falsifying existing hypotheses . Predictive analytics focuses on application of stat...

Ceremonial first pitch of the World Series with Michelle Obama, Jill Biden, and Yogi Berra watching First Lady Michelle Obama and Second Lady Jill Biden escorted former Yankees catcher and World War II veteran Yogi Berra to the mound, where the ceremonial first pitch was thrown by a veteran of the Iraq War .[68] The Phillies' Ryan Howard got the first hit of the 2009 World Series by doubling in the first inning.[69] Howard was stranded in the first and the game was scoreless after two innings. [69] The Phillies scored first with a two-out home run by Chase Utley in the top of the third inning. [69] Through the first five innings, Philadelphia starting pitcher Cliff Lee allowed no runs and three hits, striking out seven Yankees batters.[69] In the top of the sixth, Utley hit another home run to give the Phillies a 2–0 lead. [69] The starting pitchers Lee and CC Sabathia continued to pitch until the top of the eighth when Sabathia was replaced by Phil Hughes. [69] Hughes walked t...

performed the song "Empire State of Mind " for the Yankee Stadium crowd. [71] This game marked the first postseason appearance of Pedro Martínez against the Yankees since the 2004 American League Championship Series , when he was with the Boston Red Sox and a part of the two teams' long standing rivalry; it was also the second-ever World Series start that Martínez made. [72] There was much media interest in Martínez's "return to Yankee Stadium" for Game 2, as he told reporters at a pre-game press conference "When you have 60,000 people chanting your name, waiting for you to throw the ball, you have to consider yourself someone special, someone that really has a purpose out there."  The Phillies scored first for the second game in a row, with Raúl Ibañez hitting a ground rule double and then scoring on a Matt Stairs RBI single off A. J. Burnett in the second inning. Mark Teixeira tied the game with a home run in the fourth inning, and Hideki Mat...

This page provides a forum for editors to suggest items for inclusion in Template:In the news (ITN), a protected Main Page template, as well as the forum for discussion of candidates. This is not the page to report errors in the ITN section on the Main Page—please go to the appropriate section at WP:ERRORS . This candidates page is integrated with the daily pages of Portal:Current events . Under each daily section header below is the transcluded Portal:Current events items for that day (with a light green header). Each day's portal page is followed by a subsection for suggestions and discussion. A shooting at a synagogue kills 11 people in Pittsburgh , Pennsylvania , United States. Sahle-Work Zewde (pictured) becomes the first female President of Ethiopia . Packages containing pipe bombs are mailed to prominent critics of U.S. President Donald Trump including Barack Obama , Hillary Clinton , and Joe Biden . A passenger train derails in Yilan County, Taiwan, killing at least...

Architecture design documentation Architecture documentation (also known as software architecture description) is a special breed of design document. In a way, architecture documents are third derivative from the code (design document being second derivative, and code documents being first). Very little in the architecture documents is specific to the code itself. These documents do not describe how to program a particular routine, or even why that particular routine exists in the form that it does, but instead merely lays out the general requirements that would motivate the existence of such a routine. A good architecture document is short on details but thick on explanation. It may suggest approaches for lower level design, but leave the actual exploration trade studies to other documents. Another breed of design docs is the comparison document, or trade study. This would often take the form of a whitepaper . It focuses on one specific aspect of the system and suggests alternate ...

computer software or is embedded in the source code. It either explains how it operates or how to use it, and may mean different things to people in different roles. Documentation is an important part of software engineering . Types of documentation include: 1. Requirements – Statements that identify attributes, capabilities, characteristics, or qualities of a system. This is the foundation for what will be or has been implemented. 2. Architecture/Design – Overview of software. Includes relations to an environment and construction principles to be used in design of software components. 3. Technical – Documentation of code, algorithms, interfaces, and APIs . 4. End user – Manuals for the end-user, system administrators and support staff. 5. Marketing – How to market the product and analysis of the market demand. Requirements documentation Requirements documentation is the description of what a particular software does or shall do. It is used throu...

Doesn't qualify as RD, changed to standard nomination. Added a basic blurb, but also oppose on being a minor aviation incident. ~ Cyclonebiskit (chat ) 05:49, 28 October 2018 (UTC) Vichai Srivaddhanaprabha can be an RD nom. – Muboshgu (talk ) 05:52, 28 October 2018 (UTC) If he didn't survive. – Muboshgu ( talk ) 06:28, 28 October 2018 (UTC) WAIT - For context, the helicopter was an AgustaWestland AW139 , a medium sized helicopter capable of seating 7 passengers. Owner Vichai Srivaddhanaprabha is confirmed to have been on board. There are no reports confirming that he has survived, but no confirmation of fatalities at the moment. If it turns out he was killed, then a blurb mentioning him and the accident (both bolded) would be in order. Mjroots (talk ) 05:54, 28 October 2018 (UTC) Support - Notable but terrible accident, sorry for the Leicester FC fans. STSC (talk ) 06:54, 28 October 2018 (UTC) Comment - The blurb as presently worded is almost certainly inaccurate, as ...