Leland Wilkinson
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Leland Wilkinson
Leland Wilkinson (November 5, 1944 – December 10, 2021) was an American statistician and computer scientist at H2O.ai and Adjunct Professor of Computer Science at University of Illinois at Chicago. Wilkinson developed the SYSTAT statistical package in the early 1980s, sold it to SPSS in 1995, and worked at SPSS for 10 years recruiting and managing the visualization team. He left SPSS in 2008 and became Executive VP of SYSTAT Software Inc. in Chicago. He then served as the VP of Data Visualization at Skytree, Inc and VP of Statistics at Tableau Software before joining H2O.ai. His research focused on scientific visualization and statistical graphics. In these communities he was well known for his book ''The Grammar of Graphics'', which was the foundation for the R package ggplot2. Early life Wilkinson was born on November 5, 1944 to Kirk C. Wilkinson, an art editor of ''Woman's Day'' magazine. He is the brother of Alec Wilkinson, a writer for ''The New Yorker''. He graduated ...
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Lake Forest, Illinois
Lake Forest is a city located in Lake County, Illinois, United States. Per the 2020 census, the population was 19,367. The city is along the shore of Lake Michigan, and is a part of the Chicago metropolitan area and the North Shore. Lake Forest was founded with Lake Forest College and was laid out as a town in 1857, a stop for travelers making their way south to Chicago. The Lake Forest City Hall, designed by Charles Sumner Frost, was completed in 1898. It originally housed the fire department, the Lake Forest Library, and city offices. History Early History The Potawatomi inhabited Lake County before the United States Federal Government forced them out in 1836 as part of Indian Removal of tribes to areas west of the Mississippi River. As Lake Forest was first developed in 1857, the planners laid roads that would provide limited access to the city in an effort to prevent outside traffic and isolate the tranquil settlement from neighboring areas. Though the town is con ...
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Scientific Visualization
Scientific visualization ( also spelled scientific visualisation) is an interdisciplinary branch of science concerned with the visualization of scientific phenomena. Michael Friendly (2008)"Milestones in the history of thematic cartography, statistical graphics, and data visualization" It is also considered a subset of computer graphics, a branch of computer science. The purpose of scientific visualization is to graphically illustrate scientific data to enable scientists to understand, illustrate, and glean insight from their data. Research into how people read and misread various types of visualizations is helping to determine what types and features of visualizations are most understandable and effective in conveying information. History One of the earliest examples of three-dimensional scientific visualisation was Maxwell's thermodynamic surface, sculpted in clay in 1874 by James Clerk Maxwell. This prefigured modern scientific visualization techniques that use computer gr ...
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Python (programming Language)
Python is a high-level, general-purpose programming language. Its design philosophy emphasizes code readability with the use of significant indentation. Python is dynamically-typed and garbage-collected. It supports multiple programming paradigms, including structured (particularly procedural), object-oriented and functional programming. It is often described as a "batteries included" language due to its comprehensive standard library. Guido van Rossum began working on Python in the late 1980s as a successor to the ABC programming language and first released it in 1991 as Python 0.9.0. Python 2.0 was released in 2000 and introduced new features such as list comprehensions, cycle-detecting garbage collection, reference counting, and Unicode support. Python 3.0, released in 2008, was a major revision that is not completely backward-compatible with earlier versions. Python 2 was discontinued with version 2.7.18 in 2020. Python consistently r ...
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CRAN (R Programming Language)
R packages are extensions to the R statistical programming language. R packages contain code, data, and documentation in a standardised collection format that can be installed by users of R, typically via a centralised software repository such as CRAN (the Comprehensive R Archive Network). The large number of packages available for R, and the ease of installing and using them, has been cited as a major factor driving the widespread adoption of the language in data science. Compared to libraries in other programming language, R packages must conform to a relatively strict specification. The ''Writing R Extensions'' manual specifies a standard directory structure for R source code, data, documentation, and package metadata, which enables them to be installed and loaded using R's in-built package management tools. Packages distributed on CRAN must meet additional standards. According to John Chambers, whilst these requirements "impose considerable demands" on package developers, ...
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SPSS Modeler
IBM SPSS Modeler is a data mining and text analytics software application from IBM. It is used to build predictive models and conduct other analytic tasks. It has a visual interface which allows users to leverage statistical and data mining algorithms without programming. One of its main aims from the outset was to get rid of unnecessary complexity in data transformations, and to make complex predictive models very easy to use. The first version incorporated decision trees (ID3), and neural networks (backprop), which could both be trained without underlying knowledge of how those techniques worked. IBM SPSS Modeler was originally named Clementine by its creators, Integral Solutions Limited. This name continued for a while after SPSS's acquisition of the product. SPSS later changed the name to SPSS Clementine, and then later to PASW Modeler. Following IBM's 2009 acquisition of SPSS, the product was renamed IBM SPSS Modeler, its current name. Applications SPSS Modeler has bee ...
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Heatmap
A heat map (or heatmap) is a data visualization technique that shows magnitude of a phenomenon as color in two dimensions. The variation in color may be by hue or brightness, intensity, giving obvious visual cues to the reader about how the phenomenon is clustered or varies over space. There are two fundamentally different categories of heat maps: the cluster heat map and the spatial heat map. In a cluster heat map, magnitudes are laid out into a matrix of fixed cell size whose rows and columns are discrete phenomena and categories, and the sorting of rows and columns is intentional and somewhat arbitrary, with the goal of suggesting clusters or portraying them as discovered via statistical analysis. The size of the cell is arbitrary but large enough to be clearly visible. By contrast, the position of a magnitude in a spatial heat map is forced by the location of the magnitude in that space, and there is no notion of cells; the phenomenon is considered to vary continuously. "Heat ...
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American Psychological Association
The American Psychological Association (APA) is the largest scientific and professional organization of psychologists in the United States, with over 133,000 members, including scientists, educators, clinicians, consultants, and students. It has 54 divisions—interest groups for different subspecialties of psychology or topical areas. The APA has an annual budget of around $115 million. Profile The APA has task forces that issue policy statements on various matters of social importance, including abortion, human rights, the welfare of detainees, human trafficking, the rights of the mentally ill, IQ testing, sexual orientation change efforts, and gender equality. Governance APA is a corporation chartered in the District of Columbia. APA's bylaws describe structural components that serve as a system of checks and balances to ensure democratic process. The organizational entities include: * APA President. The APA's president is elected by the membership. The president chairs ...
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Pawling (village), New York
Pawling is a village in Dutchess County, New York, United States. The population was 2,347 at the 2010 census. It is part of the Poughkeepsie– Newburgh– Middletown, NY Metropolitan Statistical Area as well as the larger New York– Newark–Bridgeport, NY- NJ- CT- PA Combined Statistical Area. The John Kane House, a registered historic place, is situated in the village. The village was portrayed as the fictional town of Denning, New York, in the TV series ''Elementary''. The village of Pawling is centrally located in the town of Pawling by the junction of Routes 22 and 55. History The village was incorporated in 1893. Pawling is also host to the world's shortest St. Patrick's Day parade. The annual parade is held on Broad Street in the village of Pawling at a length of 223 feet. Geography Pawling is located in southeastern Dutchess County at (41.562053, -73.598503). According to the United States Census Bureau, the village has a total area of , all land. Government ...
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Trinity-Pawling School
Trinity-Pawling School, founded in 1907, is an independent college and preparatory boarding school for boys from 7th grade to 12th grade. The 230 acre campus is situated in Pawling, New York, a small hamlet in southern Dutchess County. It is located 60 miles north of New York City. History Trinity-Pawling School was founded in 1907 by Frederick Luther Gamage, who had previously been headmaster of St. Paul's School. The first school building was Dutcher House, a building which had previously functioned as a hotel. Shortly after, George Bywater Cluett, who had previously donated money to Gamage for a gymnasium at St. Paul's, provided a larger grant for a new flagship building for the school that was then known as The Pawling School. In 1910, it moved to its current location on Route 22, in a new building designed by New York City architect Grosvenor Atterbury – a building named Cluett Hall. The Pawling School was renamed Trinity-Pawling School in 1947. One of Trinity-Pawlin ...
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The New Yorker
''The New Yorker'' is an American weekly magazine featuring journalism, commentary, criticism, essays, fiction, satire, cartoons, and poetry. Founded as a weekly in 1925, the magazine is published 47 times annually, with five of these issues covering two-week spans. Although its reviews and events listings often focus on the cultural life of New York City, ''The New Yorker'' has a wide audience outside New York and is read internationally. It is well known for its illustrated and often topical covers, its commentaries on popular culture and eccentric American culture, its attention to modern fiction by the inclusion of short stories and literary reviews, its rigorous fact checking and copy editing, its journalism on politics and social issues, and its single-panel cartoons sprinkled throughout each issue. Overview and history ''The New Yorker'' was founded by Harold Ross and his wife Jane Grant, a ''New York Times'' reporter, and debuted on February 21, 1925. Ross wanted t ...
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The New York Times
''The New York Times'' (''the Times'', ''NYT'', or the Gray Lady) is a daily newspaper based in New York City with a worldwide readership reported in 2020 to comprise a declining 840,000 paid print subscribers, and a growing 6 million paid digital media, digital subscribers. It also is a producer of popular podcasts such as ''The Daily (podcast), The Daily''. Founded in 1851 by Henry Jarvis Raymond and George Jones (publisher), George Jones, it was initially published by Raymond, Jones & Company. The ''Times'' has won List of Pulitzer Prizes awarded to The New York Times, 132 Pulitzer Prizes, the most of any newspaper, and has long been regarded as a national "newspaper of record". For print it is ranked List of newspapers by circulation, 18th in the world by circulation and List of newspapers in the United States, 3rd in the U.S. The paper is owned by the New York Times Company, which is Public company, publicly traded. It has been governed by the Sulzberger family since 189 ...
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Woman's Day
''Woman's Day'' is an American women's monthly magazine that covers such topics as homemaking, food, nutrition, physical fitness, physical attractiveness, and fashion. The print edition is one of the Seven Sisters magazines. The magazine was first published in 1931 by The Great Atlantic & Pacific Tea Company; the current publisher is Hearst Corporation. History A&P began publishing the U.S. edition as a free in-store menu/recipe planner, calculated to make customers buy more by giving them meal ideas in an easy-to-read format available inside A&P grocery stores. Following the 1936 opening of A&P's first modern supermarket (in Braddock, Pennsylvania), A&P expanded ''Woman's Day'' in 1937 through a wholly owned subsidiary, the Stores Publishing Company. Selling for five cents a copy (¢ today), the magazine featured articles on childcare, crafts, food preparation and cooking, home decoration, needlework and health, plus a revival of cartoonist Walter Hoban's '' Jerry on the ...
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