Julia Silge

Last updated

Julia Silge
Julia Silge for BocoupLLC.jpg
Silge speaks in 2017
Born (1978-06-10) June 10, 1978 (age 46)
Alma mater
Known for
Scientific career
Fields
Institutions
Website juliasilge.com

Julia Silge (born June 10, 1978) is an American data scientist and software engineer. She has developed tools for statistical modelling in the R programming language, [1] [2] including the text mining package tidytext. [3] Silge currently works for Posit PBC, formerly known as RStudio PBC. [1]

Contents

Education and career

Silge studied physics at Texas A&M University, graduating in 2000. She obtained her M.A. (2002) and PhD (2005) in astronomy from the University of Texas at Austin. [2] [4] She was an adjunct professor at University of New Haven and Quinnipiac University from 2006 to 2008.[ citation needed ]

Silge has worked as a data scientist for several companies, most recently Stack Overflow and Posit PBC. [1] [2] At Stack Overflow, she researched the popularity of different programming languages [5] and skills for technologists. [6] She also began working on tidytext, an R package for text mining, with colleague David Robinson. Their book Text Mining with R: A Tidy Approach (2017) drew on examples of text analysis ranging from Jane Austen novels, [7] popular songs, [8] NASA metadata, and Twitter archives. [9]

In February 2017, Silge made the news when she used a note attached to a pizza delivery to contact her senator Orrin Hatch to object to the nomination of Betsy DeVos as Secretary of Education, after failing to reach Hatch by phone. [10] [11]

Selected publications

Related Research Articles

<span class="mw-page-title-main">Susan Collins</span> American politician (born 1952)

Susan Margaret Collins is an American politician serving as the senior United States senator from Maine. A member of the Republican Party, she has held her seat since 1997 and is Maine's longest-serving member of Congress.

<span class="mw-page-title-main">R (programming language)</span> Programming language for statistics

R is a programming language for statistical computing and data visualization. It has been adopted in the fields of data mining, bioinformatics and data analysis, and it is frequently used by researchers in the social and medical sciences to perform statistical analyses of empirical data.

<span class="mw-page-title-main">Betsy DeVos</span> American politician & philanthropist

Elisabeth Dee DeVos is an American politician, philanthropist, and former government official who served as the 11th United States secretary of education from 2017 to 2021. DeVos is known for her conservative political activism, and particularly her support for school choice, school voucher programs, and charter schools. She was Republican national committeewoman for Michigan from 1992 to 1997 and served as chair of the Michigan Republican Party from 1996 to 2000, and again from 2003 to 2005. She has advocated for the Detroit charter school system and she is a former member of the board of the Foundation for Excellence in Education. She has served as chair of the board of the Alliance for School Choice and the Acton Institute and headed the All Children Matter PAC.

<span class="mw-page-title-main">Markdown</span> Plain text markup language

Markdown is a lightweight markup language for creating formatted text using a plain-text editor. John Gruber created Markdown in 2004 as an easy-to-read markup language. Markdown is widely used for blogging and instant messaging, and also used elsewhere in online forums, collaborative software, documentation pages, and readme files.

A software repository, or repo for short, is a storage location for software packages. Often a table of contents is also stored, along with metadata. A software repository is typically managed by source or version control, or repository managers. Package managers allow automatically installing and updating repositories, sometimes called "packages".

<span class="mw-page-title-main">115th United States Congress</span> 2017–2019 legislative term

The 115th United States Congress was a meeting of the legislative branch of the United States of America federal government, composed of the Senate and the House of Representatives. It met in Washington, D.C., from January 3, 2017, to January 3, 2019, during the final weeks of Barack Obama's presidency and the first two years of Donald Trump's first presidency. The seats in the House were apportioned based on the 2010 United States census.

<span class="mw-page-title-main">RStudio</span> Integrated development environment for R

RStudio IDE is an integrated development environment for R, a programming language for statistical computing and graphics. It is 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.

<span class="mw-page-title-main">Julia (programming language)</span> Dynamic programming language

Julia is a high-level, general-purpose dynamic programming language, still designed to be fast and productive, for e.g. data science, artificial intelligence, machine learning, modeling and simulation, most commonly used for numerical analysis and computational science.

<span class="mw-page-title-main">Hadley Wickham</span> New Zealand statistician

Hadley Alexander Wickham is a New Zealand statistician known for his work on open-source software for the R statistical programming environment. He is the chief scientist at Posit PBC and an adjunct professor of statistics at the University of Auckland, Stanford University, and Rice University. His work includes the data visualisation system ggplot2 and the tidyverse, a collection of R packages for data science based on the concept of tidy data.

<span class="mw-page-title-main">Visual Studio Code</span> Integrated development environment from Microsoft

Visual Studio Code, commonly referred to as VS Code, is an integrated development environment developed by Microsoft for Windows, Linux, macOS and web browsers. Features include support for debugging, syntax highlighting, intelligent code completion, snippets, code refactoring, and embedded version control with Git. Users can change the theme, keyboard shortcuts, preferences, and install extensions that add functionality.

<span class="mw-page-title-main">Joseph J. Allaire</span> American software engineer and entrepreneur

Joseph J. Allaire, better known professionally as J. J. Allaire, is an American-born software engineer and Internet entrepreneur. He created the ColdFusion programming language and web application server, founded Allaire Corporation, OnFolio, FitNow, and RStudio, and created LoseIt! and Windows Live Writer. Allaire is currently the founder and CEO of statistical computing company Posit.

Wes McKinney is an American software developer and businessman. He is the creator and "Benevolent Dictator for Life" (BDFL) of the open-source pandas package for data analysis in the Python programming language, and has also authored three versions of the reference book Python for Data Analysis. He's also the creator of Apache Arrow, a cross-language development platform for in-memory data, and Ibis, a unified Python dataframe API. He was the CEO and founder of technology startup Datapad. He was a software engineer at Two Sigma Investments. He founded Ursa Labs, which, in 2021, became part of Voltron Data. In 2022, it was announced that Voltron Data had raised $110 million.

Yihui Xie (谢益辉) 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.

<span class="mw-page-title-main">Rob Porter</span> American lawyer and political aide (born 1977)

Robert Roger Porter is an American lawyer and former political aide who served as White House Staff Secretary for President Donald Trump from January 20, 2017, until February 7, 2018. He was previously Chief of Staff for U.S. Senator Orrin Hatch of Utah.

BEAM is the virtual machine at the core of the Erlang Open Telecom Platform (OTP). BEAM is part of the Erlang Run-Time System (ERTS), which compiles Erlang source code into bytecode, which is then executed on the BEAM. BEAM bytecode files have the .beam file extension.

rnn (software) Machine Learning framework written in the R language

rnn is an open-source machine learning framework that implements recurrent neural network architectures, such as LSTM and GRU, natively in the R programming language, that has been downloaded over 100,000 times.

<span class="mw-page-title-main">Tidyverse</span> Collection of R packages

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.

David G. Robinson is a data scientist at the Heap analytics company. He is a co-author of the tidytext R package and the O’Reilly book, Text Mining with R. Robinson has previously worked as a chief data scientist at DataCamp and as a data scientist at Stack Overflow. He was also a data engineer at Flatiron Health in 2019.

Stacks, formerly Blockstack, is a layer-2 blockchain that extends the use of Bitcoin to include smart contracts, decentralized finance ("DeFi"), non-fungible tokens (NFTs), and decentralized apps ("DApps"), while still maintaining Bitcoin finality. Stacks, like the Lightning Network, Merlin Chain, Rootstock Infrastructure Framework (RIF) and Dovi, is aimed at improving the functionality of Bitcoin.

Posit PBC 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.

References

  1. 1 2 3 "About RStudio". RStudio. Archived from the original on February 20, 2021. Retrieved November 2, 2020.
  2. 1 2 3 "Stack Overflow profile of Julia Silge". Stack Overflow. Retrieved March 3, 2021.[ permanent dead link ]
  3. Tache, Nicole (July 26, 2017). "R's tidytext turns messy text into valuable insight". O'Reilly Media. Retrieved March 22, 2018.
  4. "Julia Silge Resume". Julia Silge. Archived from the original on June 4, 2023. Retrieved February 4, 2018.
  5. "Which programming languages earn you the most money? Use this calculator to check". ZDNet. Retrieved February 23, 2018.
  6. "These are the 10 skills to learn if you want to advance in a career in tech". Business Insider. Retrieved February 23, 2018.
  7. "The Life Changing Magic of Tidying Text". Julia Silge. Retrieved February 23, 2018.
  8. "The states that Americans sing about most". The Washington Post. Retrieved February 23, 2018.
  9. "R's tidytext turns messy text into valuable insight". The Washington Post. July 26, 2017. Retrieved March 31, 2018.
  10. "She had something to say about Betsy DeVos. So she sent her senator a pizza — with a message". The Washington Post. Retrieved February 4, 2018.
  11. Castrodale, Jelisa (February 6, 2017). "Senator's Voicemail Was Full, So Concerned Woman Sent Pizza to Protest DeVos". Vice. Retrieved November 2, 2020.