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Posit PBC
Posit PBC (or Posit) is an open-source data science software company. It is a public-benefit corporation founded by J. J. Allaire, creator of the programming language ColdFusion. Posit has no formal connection to the R Foundation, a not-for-profit organization located in Vienna, Austria, which is responsible for overseeing development of the R environment for statistical computing. Posit was formerly known as RStudio Inc. In July 2022, it announced that it changed its name to Posit, to signify its broadening exploration towards other programming languages such as Python. History Before the company started, Allaire initially started RStudio, the integrated development environment (IDE), as an open source project. He recruited Joe Cheng to help work on this project, who would eventually become Posit's CTO. Moreover, Cheng would conceptualize and develop the Shiny web framework in 2012. In August 2012, Hadley Wickham, Winston Chang, and Garrett Grolemund joined Posit (at t ...
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Private Company
A privately held company (or simply a private company) is a company whose Stock, shares and related rights or obligations are not offered for public subscription or publicly negotiated in their respective listed markets. Instead, the Private equity, company's stock is offered, owned, traded or exchanged privately, also known as "over-the-counter (finance), over-the-counter". Related terms are unlisted organisation, unquoted company and private equity. Private companies are often less well-known than their public company, publicly traded counterparts but still have major importance in the world's economy. For example, in 2008, the 441 list of largest private non-governmental companies by revenue, largest private companies in the United States accounted for $1.8 trillion in revenues and employed 6.2 million people, according to ''Forbes''. In general, all companies that are not owned by the government are classified as private enterprises. This definition encompasses both publ ...
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RStudio Logo Flat
RStudio IDE (or RStudio) is an integrated development environment for R, a programming language for statistical computing and graphics. It's available in two formats: RStudio Desktop is a regular desktop application while RStudio Server runs on a remote server and allows accessing RStudio using a web browser. The RStudio IDE is a product of Posit PBC (formerly RStudio PBC, formerly RStudio Inc.). Reproducible analyses with vignettes A strength of RStudio is its support for reproducible analyses with R Markdown vignettes. These allow users to mix text with code in R, Python, Julia, shell scripts, SQL, Stan, JavaScript, C, C++, Fortran, and others, similar to Jupyter Notebooks. R Markdown can be used to create dynamic reports that are automatically updated when new data become available. These reports can also be exported in various formats, including HTML, PDF, Microsoft Word, and LaTeX, with templates specific to the requirements of many scientific journals. R Markdo ...
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Orlando, Florida
Orlando ( ) is a city in and the county seat of Orange County, Florida, United States. The city proper had a population of 307,573 at the 2020 census, making it the fourth-most populous city in Florida behind Jacksonville, Florida, Jacksonville, Miami, and Tampa, Florida, Tampa and the state's most populous inland city. Part of Central Florida, it is the center of the Greater Orlando, Orlando metropolitan area, which had a population of 2.67 million in 2020. It is the sixth-largest metropolitan area in the Southern United States and the third-largest metropolitan area in Florida behind Miami metropolitan area, Miami and Tampa Bay area, Tampa Bay. Orlando is one of the most-visited cities in the world primarily due to tourism, major events, and convention traffic. It is the fourth-most visited city in the U.S. after New York City, Miami, and Los Angeles, with over 3.5 million visitors as of 2023. Orlando International Airport is the List of the busiest airports in the United Stat ...
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Tidyverse Hex Logo
The tidyverse is a collection of open source packages for the R programming language introduced by Hadley Wickham and his team that "share an underlying design philosophy, grammar, and data structures" of tidy data. Characteristic features of tidyverse packages include extensive use of non-standard evaluation and encouraging piping. As of November 2018, the tidyverse package and some of its individual packages comprise 5 out of the top 10 most downloaded R packages. The tidyverse is the subject of multiple books and papers. In 2019, the ecosystem has been published in the '' Journal of Open Source Software''. Its syntax has been referred to as "supremely readable", and some have argued that tidyverse is an effective way to introduce complete beginners to programming, as pedagogically it allows students to quickly begin doing data processing tasks. Moreover, some practitioners have pointed out that data processing tasks are intuitively easier to chain together with tidyverse c ...
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RStudio IDE Screenshot
RStudio IDE (or RStudio) is an integrated development environment for R, a programming language for statistical computing and graphics. It's available in two formats: RStudio Desktop is a regular desktop application while RStudio Server runs on a remote server and allows accessing RStudio using a web browser. The RStudio IDE is a product of Posit PBC (formerly RStudio PBC, formerly RStudio Inc.). Reproducible analyses with vignettes A strength of RStudio is its support for reproducible analyses with R Markdown vignettes. These allow users to mix text with code in R, Python, Julia, shell scripts, SQL, Stan, JavaScript, C, C++, Fortran, and others, similar to Jupyter Notebooks. R Markdown can be used to create dynamic reports that are automatically updated when new data become available. These reports can also be exported in various formats, including HTML, PDF, Microsoft Word, and LaTeX, with templates specific to the requirements of many scientific journals. R Markd ...
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Pandas (software)
Pandas (styled as pandas) is a software library written for the Python programming language for data manipulation and analysis. In particular, it offers data structures and operations for manipulating numerical tables and time series. It is free software released under the three-clause BSD license. The name is derived from the term " panel data", an econometrics term for data sets that include observations over multiple time periods for the same individuals, as well as a play on the phrase "Python data analysis". Wes McKinney started building what would become Pandas at AQR Capital while he was a researcher there from 2007 to 2010. The development of Pandas introduced into Python many comparable features of working with DataFrames that were established in the R programming language. The library is built upon another library, NumPy. History Developer Wes McKinney started working on Pandas in 2008 while at AQR Capital Management out of the need for a high performance, fl ...
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General Catalyst
General Catalyst (GC) is a global investment and transformation company that makes seed to growth stage investments and beyond. The firm has invested in 800+ businesses, including global companies such as Airbnb, Anduril Industries, Applied Intuition, Glean Technologies, Guild Education, HubSpot, Kayak, Datalogix, Datto, Livongo, Gusto, Zepto, Ramp, Deliveroo, Samsara, Stripe, Snap, Mistral, and Helsing. History General Catalyst was founded in 2000 in Massachusetts by Joel Cutler and David Fialkow. In 2010, the company opened a Silicon Valley office. In 2021, the firm managed more than $8 billion in assets. In February 2022, it raised $4.6 billion for its 11th general fund. This brought the firm's total raised in its 20-year history to $14.75 billion. In 2021, the firm opened a London office. By September 2022, General Catalyst had invested in 17 European startups. By April 2023, the company had invested in 25 Indian startups, including CRED, U ...
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University Of British Columbia Vancouver
The University of British Columbia Vancouver (UBC Vancouver), officially known as the Point Grey campus lands,Municipalities Enabling and Validating Act (No. 3)', S.B.C. 2001, c. 44. is an unincorporated area that contains the main campus of the University of British Columbia in Metro Vancouver, British Columbia, Canada. Located at the western tip of the Point Grey Peninsula, UBC Vancouver is bordered only by the University Endowment Lands, which separate the campus from the City of Vancouver. The campus is home to close to 55,000 undergraduate and graduate students. The campus is also home to a numerous residential housing developments that were built by UBC in conjunction with private developers. As it is not part of a municipality, most services at UBC Vancouver are provided by the University of British Columbia itself, whose board of governors is empowered to adopt a land-use plan for the campus lands. Housing Private residential neighbourhoods The following residential ...
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Knitr
knitr is a software engine for dynamic report generation with R. It is a package in the programming language R that enables integration of R code into LaTeX, LyX, HTML, Markdown, AsciiDoc, and reStructuredText documents. The purpose of knitr is to allow reproducible research in R through the means of literate programming. It is licensed under the GNU General Public License. knitr was inspired by Sweave and written with a different design for better modularization, so it is easier to maintain and extend. Sweave can be regarded as a subset of knitr in the sense that all features of Sweave are also available in knitr. Some of knitr's extensions include the R Markdown format (used in reports published on RPubs), caching, TikZ graphics and support to other languages such as Python, Perl, C++, Shell scripts and CoffeeScript, and so on. knitr is officially supported in the RStudio IDE for R, LyX, Emacs/ESS and the Architect IDE for data science. Workflow of knitr Knitr consists ...
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Yihui Xie
Yihui Xie ( zh, 谢益辉, labels=no) is a Chinese software developer who previously worked for Posit PBC. He is the principal author of the open-source software package Knitr for data analysis in the R programming language, and has also written the book ''Dynamic Documents with R and knitr''. Early life and education Xie is a native of Yichang, Hubei, China. Xie received a Bachelor of Economics in 2006 and a Master of Economics in 2009, both in statistics and from the Renmin University of China. He received a Doctor of Philosophy in statistics from Iowa State University in 2013. His doctoral advisors at Iowa State University were Di Cook and Heike Hofmann. Career Yihui Xie created the animation package in R which allows animation in graphics through R. He then authored the knitr package which makes reproducible research available from R. Between 2013 and 2023, he has been working with RStudio, the makers of an Integrated development environment (IDE) for the R programm ...
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Shiny Hex Logo
Shiny may refer to gloss (optics), the ability of a surface to reflect light in a specular way. Film and television * "Shiny", an episode of the TV series ''The Pinky and Perky Show'' * Shiny, a character in the TV series ''Dinosaur Train'' * Shiny, a character in the film ''Saving Santa'' * "Shiny!", an episode of the TV series ''Pocoyo'' Music * ''Shiny'', a 1999 album by Kari Wuhrer * ''Shiny'', a 2005 album by The Bang * "Shiny", a song on the 2001 EP '' 5 Songs'' by the Decemberists * "Shiny" a song from the 2016 Disney film '' Moana'' People * Shiny Abraham (born 1965), an Indian athlete * Shiny Dixit (born 1991), an Indian television actress * Shiny Doshi, an Indian television actress and model * Shiney Ahuja, Indian film actor and model Other uses * Shiny Entertainment, a former American video game developer * Shiny (software), an R package for developing web applications See also * * Shiny Joe Ryan (born 1987), an Australian musician * " Shiny Shiny", a 1983 new wave ...
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Ggplot2
ggplot2 is an open-source data visualization R package, package for the Computational statistics, statistical programming language R (programming language), R. Created by Hadley Wickham in 2005, ggplot2 is an implementation of Leland Wilkinson's ''Grammar of Graphics''—a general scheme for data visualization which breaks up graphs into semantic components such as scales and layers. ggplot2 can serve as a replacement for the base graphics in R and contains a number of defaults for web and print display of common scales. Since 2005, ggplot2 has grown in use to become one of the most popular R packages. Updates On 2 March 2012, ggplot2 version 0.9.0 was released with numerous changes to internal organization, scale construction and layers. On 25 February 2014, Hadley Wickham formally announced that "ggplot2 is shifting to maintenance mode. This means that we are no longer adding new features, but we will continue to fix major bugs, and consider new features submitted as pull ...
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