Mac Text Editor For R

  1. Mac Text Editor Regular Expressions
  2. Mac Text Editor For Recording
  3. Mac Text Editor For Python
  4. Free Mac Text Editor

R is a programming language meant for statistical computing and data science.

Just like HTML and other text formats, you can also take advantage of an editor built specifically for editing Markdown documents to ease your job. Typically, a Markdown editor has a clean interface to help you keep focused on what you are writing. Mac users have more options of Markdown editor than other platforms. ONE colud also use the new Visual Studio Code Editor (my favorite Editor by now) or Atom or MacVIM or Xcode,Netbeans,Eclipse,IntellijIDEA (basically any Programming IDE does also Support XML Syntax Highlighting and most of the also have Code Completition) if you need also DTD/XSD Validation the you need to take a closer look – konqui Aug 11 '16 at 18:55.


R programming is a software supported by R foundation for statistical computing and non-profit making organization.

Being a statistical software package, it has increased in popularity among data scientists and data miners who use R for data mining surveys and data analysis. Its source code was primarily written in C, Fortran and R languages.


R programming is freely available for the public under a GNU license. R has pre-compiled binary versions for common operating systems.

R can be run in the command line for terminal nerds and graphical user interfaces in integrated development environments. Today, I am going to list down 11 best R programming IDE. Have a look at them below!


RStudio was developed by RStudio Inc. founded by JJ Allaire.

RStudio is available in two formats, the one run locally as a desktop application known as RStudio Desktop and RStudio Server which allows access to RStudio through a web browser while running remotely on Linux server.

RStudio is available under a free GNU AGPL v3 license, an open-source license that guarantees freedom for sharing the code.

RStudio is available in the pre-packaged distribution for Windows, Linux, and macOS, while RStudio Server can run on Ubuntu, Debian, Linux, SLES, OpenSUSE and CentOS.

2.R Tools for Visual Studio

Visual Studio being a powerful IDE for coding has brought along amazing experience for R programmers.

You can now enjoy features of IDE even when writing R programs with the newly released RTVS a product released by Microsoft under free and open-source MIT license.


Rattle is a popular graphical user interface for data mining in R programming language. It presents visual data summaries and the statistical data and it can model and transform data in supervised and unsupervised machine learning models.

The beauty of Rattle is its main feature which captures GUI interactions in R scripts executable in R independently.

It can be useful as a learning tool to develop R skills and later fine-tune models in Rattle to R for more powerful data modeling options

4.StatET for R

StatET is an eclipse based IDE for R programming.

It provides a set of unmatched tools for R code writing and package building. Features include integrated R console, Object browser, and R help, and its support for multiple local and remote installations.

StatET is a plugin for Eclipse IDE, therefore it can be combined with a range of other tools on top of Eclipse platform.

StatET is an open-source software that runs on most operating systems.


ESS stands for Emacs Speaks Statistics, an add-on package for GNU Emacs. ESS is designed to support scripts and interactions with statistical analysis programs like R, S-Plus, SAS, Stata, and OpenBUGS-JAGS.

ESS is beneficial when used by professionals who analyze text-based scripts in different operating systems. It provides a more sophisticated graphical user interface.

Aside from supporting different statistical programs, ESS provides keybindings, abbreviations, code formatting, syntax highlighting, commenting, script submitting and displaying results. ESS is freely available under the GNU license.


Tinn-R is a text editor or word processor, ASCII & UNICODE for Windows operating system, with integration with R.

It has user interface characteristics and at the same time an IDE characteristic. Its sole purpose is to facilitate learning R and provide an environment for statistical computing.

7. R AnalyticalFlow

R AnalyticalFlow is a data analysis integrated development environment for R statistical computing.

It has an intuitive user interface with advanced R features for R experts, which allows for the sharing of analysis processes amongst several users of different R proficiency levels. It works on Windows, Linux and Mac operating systems.

It is available for free under the GNU license.

8. Radiant

Radiant is an open-source and platform-independent browser-based interface that is used for business analysis in R programming. It is based on the Shiny package with the option to run locally or on a server. Radiant was developed by Vincent Nijs.


RBox is an integrated R package for the Atom editor.

This package has a collection of several packages for running R on Atom editor. Its features include the ability to use Hydrogen to execute a line, a selection and a block of code at a time.

It has access to several terminals and has useful snippets for running R. RBox is available under MIT license.

10. NVim-R

NVim-R is a plugin for Vim to work with R programming.

It improves Vim’s support for editing R code. It has Omni completion for objects and function arguments for R.

It has the ability to see R documentation in Vim’s buffer and it is highly customizable.

11. r4intelliJ

r4intelliJ provides R language support for IntelliJ IDEA.

This integration helps IntelliJ IDEA offer support for R statistical computing.

IntelliJ IDEA is one of the best IDE aims to bring onboard one of the best statistical computing languages for data mining and modeling.


R programming is one of the popular statistical and data mining language available and it is open-source, it makes sense to you as well choose an open-source IDE.

R is supported by numerous IDEs, some were purely designed for R environment like RStudio while others are universal editors and gains support for R through plugins.

Use the free image cropper from Adobe Photoshop Express to frame your photos up just right. Adjust your size and aspect ratio, fine-tune composition, and straighten crooked lines. With our online image cropper tool, you can quickly create a photo. Photo aspect ratio app for mac. In these instances you'll get a warning when you open the app. Return to Display Preferences and pick a different aspect ratio to be able to use the app properly. Read next: New Apple 5K display. 11 Best Passport Photo Apps for Android and iOS. You don’t use passport picture apps every day, but they will come in handy when you want to save money on taking and printing pictures for any documents. With this in mind, I have created a list of 11 best passport photo apps. By default Freeform will be selected but if you want to keep the dimensions of the photo the same, or if you want to change the aspect ratio of the photo click on Aspect in the column on the right. The most popular version among Aspect Ratio Converter for Mac users is 1.0. The bundle id for this app is net.awesome-software.aspectratioconverter. The program lies within Design & Photo Tools, more.

Whatever the case, choose an IDE that will best meet your requirements and you are familiar with.

Editors like Leafpad, shown here, are often included with operating systems as a default helper application for opening text files.

A text editor is a type of computer program that edits plain text. Such programs are sometimes known as 'notepad' software, following the naming of Microsoft Notepad.[1][2][3] Text editors are provided with operating systems and software development packages, and can be used to change files such as configuration files, documentation files and programming languagesource code.[4]

Plain text vs. rich text[edit]

There are important differences between plain text (created and edited by text editors) and rich text (such as that created by word processors or desktop publishing software).

Plain text exclusively consists of character representation. Each character is represented by a fixed-length sequence of one, two, or four bytes, or as a variable-length sequence of one to four bytes, in accordance to specific character encoding conventions, such as ASCII, ISO/IEC 2022, UTF-8, or Unicode. These conventions define many printable characters, but also non-printing characters that control the flow of the text, such as space, line break, and page break. Plain text contains no other information about the text itself, not even the character encoding convention employed. Plain text is stored in text files, although text files do not exclusively store plain text. In the early days of computers, plain text was displayed using a monospace font, such that horizontal alignment and columnar formatting were sometimes done using whitespace characters. For compatibility reasons, this tradition has not changed.

Rich text, on the other hand, may contain metadata, character formatting data (e.g. typeface, size, weight and style), paragraph formatting data (e.g. indentation, alignment, letter and word distribution, and space between lines or other paragraphs), and page specification data (e.g. size, margin and reading direction). Rich text can be very complex. Rich text can be saved in binary format (e.g. DOC), text files adhering to a markup language (e.g. RTF or HTML), or in a hybrid form of both (e.g. Office Open XML).


Text editors are intended to open and save text files containing either plain text or anything that can be interpreted as plain text, including the markup for rich text or the markup for something else (e.g. SVG).


A box of punched cards with several program decks.

Before text editors existed, computer text was punched into cards with keypunch machines. Physical boxes of these thin cardboard cards were then inserted into a card-reader. Magnetic tape and disk 'card-image' files created from such card decks often had no line-separation characters at all, and assumed fixed-length 80-character records. An alternative to cards was punched paper tape. It could be created by some teleprinters (such as the Teletype), which used special characters to indicate ends of records.

The first text editors were 'line editors' oriented to teleprinter- or typewriter-style terminals without displays. Commands (often a single keystroke) effected edits to a file at an imaginary insertion point called the 'cursor'. Edits were verified by typing a command to print a small section of the file, and periodically by printing the entire file. In some line editors, the cursor could be moved by commands that specified the line number in the file, text strings (context) for which to search, and eventually regular expressions. Line editors were major improvements over keypunching. Some line editors could be used by keypunch; editing commands could be taken from a deck of cards and applied to a specified file. Some common line editors supported a 'verify' mode in which change commands displayed the altered lines.

When computer terminals with video screens became available, screen-based text editors (sometimes called just 'screen editors') became common. One of the earliest full-screen editors was O26, which was written for the operator console of the CDC 6000 series computers in 1967. Another early full-screen editor was vi. Written in the 1970s, it is still a standard editor[5] on Unix and Linux operating systems. Also written in the 1970s was the UCSD Pascal Screen Oriented Editor, which was optimized both for indented source code as well as general text.[6]Emacs, one of the first free and open source software projects, is another early full-screen or real-time editor, one that was ported to many systems.[7] A full-screen editor's ease-of-use and speed (compared to the line-based editors) motivated many early purchases of video terminals.[8]

The core data structure in a text editor is the one that manages the string (sequence of characters) or list of records that represents the current state of the file being edited.While the former could be stored in a single long consecutive array of characters,the desire for text editors that could more quickly insert text, delete text, and undo/redo previous edits led to the development of more complicated sequence data structures.[9]A typical text editor uses a gap buffer, a linked list of lines (as in PaperClip), a piece table, or a rope, as its sequence data structure.

Types of text editors[edit]

Emacs, a text editor popular among programmers, running on Microsoft Windows
gedit is a text editor shipped with GNOME

Some text editors are small and simple, while others offer broad and complex functions. For example, Unix and Unix-like operating systems have the pico editor (or a variant), but many also include the vi and Emacs editors. Microsoft Windows systems come with the simple Notepad, though many people—especially programmers—prefer other editors with more features. Under Apple Macintosh's classic Mac OS there was the native SimpleText, which was replaced in Mac OS X by TextEdit, which combines features of a text editor with those typical of a word processor such as rulers, margins and multiple font selection. These features are not available simultaneously, but must be switched by user command, or through the program automatically determining the file type.

Most word processors can read and write files in plain text format, allowing them to open files saved from text editors. Saving these files from a word processor, however, requires ensuring the file is written in plain text format, and that any text encoding or BOM settings won't obscure the file for its intended use. Non-WYSIWYG word processors, such as WordStar, are more easily pressed into service as text editors, and in fact were commonly used as such during the 1980s. The default file format of these word processors often resembles a markup language, with the basic format being plain text and visual formatting achieved using non-printing control characters or escape sequences. Later word processors like Microsoft Word store their files in a binary format and are almost never used to edit plain text files.[10]

Some text editors can edit unusually large files such as log files or an entire database placed in a single file. Simpler text editors may just read files into the computer's main memory. With larger files, this may be a slow process, and the entire file may not fit. Some text editors do not let the user start editing until this read-in is complete. Editing performance also often suffers in nonspecialized editors, with the editor taking seconds or even minutes to respond to keystrokes or navigation commands. Specialized editors have optimizations such as only storing the visible portion of large files in memory, improving editing performance.

Some editors are programmable, meaning, e.g., they can be customized for specific uses. With a programmable editor it is easy to automate repetitive tasks or, add new functionality or even implement a new application within the framework of the editor. One common motive for customizing is to make a text editor use the commands of another text editor with which the user is more familiar, or to duplicate missing functionality the user has come to depend on. Software developers often use editor customizations tailored to the programming language or development environment they are working in. The programmability of some text editors is limited to enhancing the core editing functionality of the program, but Emacs can be extended far beyond editing text files—for web browsing, reading email, online chat, managing files or playing games and is often thought of as a Lisp execution environment with a Text User Interface. Emacs can even be programmed to emulate Vi, its rival in the traditional editor wars of Unix culture.[11][12]

An important group of programmable editors uses REXX[a] as a scripting language. These 'orthodox editors' contain a 'command line' into which commands and macros can be typed and text lines into which line commands[b] and macros can be typed. Most such editors are derivatives of ISPF/PDFEDIT or of XEDIT, IBM's flagship editor for VM/SP through z/VM. Among them are THE, KEDIT, X2, Uni-edit, and SEDIT.

A text editor written or customized for a specific use can determine what the user is editing and assist the user, often by completing programming terms and showing tooltips with relevant documentation. Many text editors for software developers include source code syntax highlighting and automatic indentation to make programs easier to read and write. Programming editors often let the user select the name of an include file, function or variable, then jump to its definition. Some also allow for easy navigation back to the original section of code by storing the initial cursor location or by displaying the requested definition in a popup window or temporary buffer. Some editors implement this ability themselves, but often an auxiliary utility like ctags is used to locate the definitions.

Typical features[edit]

  • Find and replace – Text editors provide extensive facilities for searching and replacing text, either on groups of files or interactively. Advanced editors can use regular expressions to search and edit text or code.
  • Cut, copy, and paste – most text editors provide methods to duplicate and move text within the file, or between files.
  • Ability to handle UTF-8 encoded text.
  • Text formatting – Text editors often provide basic visual formatting features like line wrap, auto-indentation, bullet list formatting using ASCII characters, comment formatting, syntax highlighting and so on. These are typically only for display and do not insert formatting codes into the file itself.
  • Undo and redo – As with word processors, text editors provide a way to undo and redo the last edit, or more. Often—especially with older text editors—there is only one level of edit history remembered and successively issuing the undo command will only 'toggle' the last change. Modern or more complex editors usually provide a multiple-level history such that issuing the undo command repeatedly will revert the document to successively older edits. A separate redo command will cycle the edits 'forward' toward the most recent changes. The number of changes remembered depends upon the editor and is often configurable by the user.

Advanced features[edit]

  • Macro or procedure definition: to define new commands or features as combinations of prior commands or other macros, perhaps with passed parameters, or with nesting of macros.
  • Profiles to retain options set by the user between editing session.
  • Profile macros with names specified in, e.g., environment, profile, executed automatically at the beginning of an edit session or when opening a new file.
  • Multi-file editing: the ability to edit multiple files during an edit-session, perhaps remembering the current-line cursor of each file, to insert repeated text into each file, copy or move text among files, compare files side-by-side (perhaps with a tiled multiple-document interface), etc.
  • Multi-view editors: the ability to display multiple views of the same file, with independent cursor tracking, synchronizing changes among the windows but providing the same facilities as are available for independent files.
  • Collapse/expand, also called folding: The ability to temporarily exclude sections of the text from view. This may either be based on a range of line numbers or on some syntactic element, e.g., excluding everything between a BEGIN; and the matching END;.
  • Column-based editing; the ability to alter or insert data at a particular column, or to shift data to specific columns.
  • Data transformation – Reading or merging the contents of another text file into the file currently being edited. Some text editors provide a way to insert the output of a command issued to the operating system's shell. Also, a case-shifting feature could translate to lowercase or uppercase.
  • Filtering – Some advanced text editors allow the editor to send all or sections of the file being edited to another utility and read the result back into the file in place of the lines being 'filtered'. This, for example, is useful for sorting a series of lines alphabetically or numerically, doing mathematical computations, indenting source code, and so on.
  • Syntax highlighting – contextually highlights source code, markup languages, config files and other text that appears in an organized or predictable format. Editors generally allow users to customize the colors or styles used for each language element. Some text editors also allow users to install and use themes to change the look and feel of the editor's entire user interface.
  • Extensibility - a text editor intended for use by programmers must provide some plugin mechanism, or be scriptable, so a programmer can customize the editor with features needed to manage individual software projects, customize functionality or key bindings for specific programming languages or version control systems, or conform to specific coding styles.

Specialised editors[edit]

Some editors include special features and extra functions, for instance,

  • Source code editors are text editors with additional functionality to facilitate the production of source code. These often feature user-programmable syntax highlighting and code navigation functions as well as coding tools or keyboard macros similar to an HTML editor (see below).
  • Folding editors. This subclass includes so-called 'orthodox editors' that are derivatives of Xedit. Editors that implement folding without programing-specific features are usually called outliners (see below).
  • IDEs (integrated development environments) are designed to manage and streamline large programming projects. They are usually only used for programming as they contain many features unnecessary for simple text editing.
  • World Wide Web authors are offered a variety of HTML editors dedicated to the task of creating web pages. These include: Dreamweaver, KompoZer and E Text Editor. Many offer the option of viewing a work in progress on a built-in HTML rendering engine or standard web browser.
  • Most web development is done in a dynamic programming language such as Ruby or PHP using a source code editor or IDE. The HTML delivered by all but the simplest static web sites is stored as individual template files that are assembled by the software controlling the site and do not compose a complete HTML document.
  • Mathematicians, physicists, and computer scientists often produce articles and books using TeX or LaTeX in plain text files. Such documents are often produced by a standard text editor, but some people use specialized TeX editors.
  • Outliners. Also called tree-based editors, because they combine a hierarchical outline tree with a text editor. Folding (see above) can be considered a specialized form of outlining.
  • Collaborative editors allow multiple users to work on the same document simultaneously from remote locations over a network. The changes made by individual users are tracked and merged into the document automatically to eliminate the possibility of conflicting edits. These editors also typically include an online chat component for discussion among editors.
  • Distraction-free editors provide a minimalistic interface with the purpose of isolating the writer from the rest of the applications and operating system, thus being able to focus on the writing without distractions from interface elements like a toolbar or notification area.

Programmable editors can usually be enhanced to perform any or all of these functions, but simpler editors focus on just one, or, like gPHPedit, are targeted at a single programming language.

See also[edit]

  • File viewer – does not change file, faster for very large files and can be more secure
  • Hex editor – used for editing binary files
  • Stream editor – used for non-interactive editing


  1. ^Originally macros were written in assembler, CLIST (TSO), CMS EXEC (VM), EXEC2 (VM/SE) or PL/I, but most users dropped CLIST, EXEC and EXEC2 once REXX was available.
  2. ^A line command is a command typed into the sequence number entry area associated with a specific line of text and whose scope is limited to that line, or, in the case of a block command, associated with the block of lines between the beginning and ending line commands. An example of the latter would be typing the command ucc (block upper case) into the entry areas of two lines; this has the same effect as typing uc (upper case) into the entry area of each line in the range.


Mac Text Editor Regular Expressions

  1. ^H. Albert Napier; Ollie N. Rivers; Stuart Wagner (2005). Creating a Winning E-Business. Cengage Learning. p. 330. ISBN1111796092.
  2. ^Peter Norton; Scott H. Clark (2002). Peter Norton's New Inside the PC. Sams Publishing. p. 54. ISBN0672322897.
  3. ^L. Gopalakrishnan; G. Padmanabhan; Sudhat Shukla (2003). Your Home PC: Making the Most of Your Personal Computer. Tata McGraw-Hill Education. p. 190. ISBN0070473544.
  4. ^'The Best Free Text Editors for Windows, Linux, and Mac'. Every operating system comes with a default, basic text editor, but most of us install our own enhanced text editors to get more features.
  5. ^'The Open Group Base Specifications Issue 6, IEEE Std 1003.1, 2004 Edition'. The IEEE and The Open Group. 2004. Retrieved January 18, 2010.
  6. ^L. Bowles, Kenneth; Hollan, James (1978-07-01). 'An introduction to the UCSD PASCAL system'. Behavior Research Methods. 10 (4): 531–534. doi:10.3758/BF03205341.
  7. ^'Introducing the Emacs editing environment'.
  8. ^'Multics Emacs: The History, Design and Implementation'. Some Multics users purchased these terminals .., using them either as 'glass teletypes' or via 'local editing.'
  9. ^Charles Crowley.'Data Structures for Text Sequences'.Section'Introduction'.
  10. ^'Text Editors for Programmeres - Programming Tools'. If you open a .doc file in a text editor, you will notice that most of the file is formatting codes. Text editors, however, do not add formatting codes, which makes it easier to compile your code.
  11. ^'From Vim to Emacs+Evil chaotic migration guide'.
  12. ^'Gitorious'. Retrieved 27 May 2015.

External links[edit]

Mac Text Editor For Recording

  • Orthodox Editors as a Special Class of Advanced Editors, discusses Xedit and its clones with an emphasis of folding capabilities and programmability

Mac Text Editor For Python

Free Mac Text Editor

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