PowerPoint Presentation Table of contents Keyboard Shortcuts for Data Scientists | 365 Data Science 2 1 PYTHON 1 1 Jupyter IDE Keyboard Shortcuts 5 1 2 Spyder IDE Keyboard Shortcuts 11 1 3 Rodeo IDE K.
Trang 2Table of contents
1 PYTHON
1.1 Jupyter IDE Keyboard Shortcuts ……… 5
1.2 Spyder IDE Keyboard Shortcuts ……… 11
1.3 Rodeo IDE Keyboard Shortcuts ……… 21
1.3.1 For Windows/Linux ……… ……… ……… 21
1.3.2 For Mac ……… ……….……… 24
1.4 PyCharm IDE Keyboard Shortcuts ……… 27
1.4.1 For Windows/Linux …….……… ……… 27
1.4.2 For Mac ……… 45
1.5 Atom IDE Keyboard Shortcuts……… 63
1.5.1 For Windows/Linux ……… ….……… 63
1.5.2 For Mac ……… 68
2 R 2.1 RStudio Keyboard Shortcuts ……….………… 74
2.1.1 For Windows/Linux ……… ……… 74
2.1.2 For Mac ……… ……… ……… 89
3 MATLAB 3.1 MATLAB Keyboard Shortcuts ……… ……….……… 101
3.1.1 For Windows/Linux……….… ……… 101
4 SQL
Trang 3Table of contents
4.2 Microsoft SQL Server IDE Keyboard Shortcuts ….………….… 120
4.3 PostgreSQL Keyboard Shortcuts ……… … 149
4.3.1 For Windows/Linux……… 149
4.3.2 For Mac ……… ………… 152
4.4 DB2 Keyboard Shortcuts……… ……… 155
5 TABLEAU 5.1 Tableau Keyboard Shortcuts ……… 161
5.1.1 For Windows/Linux……… 161
5.1.2 For Mac……… ……… 168
6 EXCEL 6.1 Excel Keyboard Shortcuts ……… … 176
6.1.1 For Windows/Linux……… 176
6.1.2 For Mac……… ……… 183
7 SPSS 7.1 SPSS Keyboard Shortcuts ……… …… 187
7.1.1 For Windows/Linux ………… ……….……… 187
7.1.2 For Mac ……….…….… …… 191
8 SAS 8.1 SAS Keyboard Shortcuts ……….… 195
8.1.1 For Windows/Linux… … ……….…… … 195
Trang 5Enter edit mode
To raw
Run selected cells
Run cell, select below
Run cell, insert below
Select cell above
Insert cell above/below
To code
To markdown
Jupyter IDE Keyboard Shortcuts
Select cell below
Markdown heading size (1, 2, 3, 4, 5, 6)
Command Mode (press Esc to enable)
Trang 6Cut selected cell
Merge cell below
Paste cell above
Copy selected cell
Paste cell below
Toggle line numbers
Undo cell deletion
Delete selected cell
Jupyter IDE Keyboard Shortcuts
Trang 7Edit Mode (press Enter to enable)
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Command Mode (press Esc to enable)
Trang 8Go one word left
Go to cell end
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Edit Mode (press Enter to enable)
Trang 9Delete word before
Run cell, insert below
Command mode
Delete word after
Command mode
Split cell
Move cursor up or previous cell
Run cell, select below
Run selected cells
Jupyter IDE Keyboard Shortcuts
Save and checkpoint
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+
+
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+++
Move cursor down or next cell
Edit Mode (press Enter to enable)
Trang 10Тoggle comment on current or
selected lines
Jupyter IDE Keyboard Shortcuts
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Edit Mode (press Enter to enable)
Trang 11Go to start of previous word
Go to start of next word
Spyder IDE Keyboard Shortcuts
Conventional Keyboard Shortcuts
+
Trang 12Open new file
Save current file
Delete to beginning of next word
Delete to beginning of previous word
Select all
Save current file as
Save all open files
Delete selection or current character
Cut selection
Copy selection
+
Spyder IDE Keyboard Shortcuts
++
+++
Trang 13Undo last action
Go to previous file
Quit Spyder
Redo last action
Go to next file
Go to (i.e., open) last closed file
Go to (i.e., switch to and open) file
Go to previous cursor location
Go to next cursor location
+
Spyder IDE Keyboard Shortcuts
Trang 14Go to last edit location
Zoom reset
Go to definition
Zoom in
Toggle comment selection (or line)
Insert block comment
Uncomment block comment
Zoom out
Spyder IDE Keyboard Shortcuts
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++
Keyboard Shortcuts for Zooming and Commenting
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Keyboard Shortcuts for Navigation
Trang 15Search and Replace
Trang 16Indent selected line(s)
Inspect current object
Run file (complete program)
Close file
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Spyder IDE Keyboard Shortcuts
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Trang 17Spyder IDE Keyboard Shortcuts
Debugging Code
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Executing Code
Trang 18Interface Adjustment and Layouts
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Debugging Code
Trang 19Help pane
Breakpoints pane
Outline pane (show/hide)
File explorer pane
Project explorer pane
Close current pane
Maximize current pane
Find in files pane
History log pane
Spyder IDE Keyboard Shortcuts
Trang 20Layout preferences
Toolbars (hide/show)
Full screen mode
Use previous layout
Use next layout
Save current layout
Spyder IDE Keyboard Shortcuts
Trang 21Move to editor to the
right of active editor
Focus on console
Open file
Save file
Rodeo IDE Keyboard Shortcuts
Focus on editor
Move to editor to the
left of active editor
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++
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System Shortcuts
Trang 22Toggle view for Environment/History
Skip to end of console
Restart Rodeo
Toggle view for Files/Plots/Packages/Help
Show autocomplete options
Clear console
Skip to beginning of console
Rodeo IDE Keyboard Shortcuts
Cancel console input
Console Shortcuts
+++
++++
System Shortcuts
Trang 23Split into lines
Delete line
Comment code
Select next occurrence
Go to next occurrence
Select text between brackets
Select previous occurrence
Rodeo IDE Keyboard Shortcuts
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Editor Shortcuts
Trang 24+
System Shortcuts
Trang 25Toggle view for Environment/History
Skip to end of console
Restart Rodeo
Toggle view for Files/Plots/Packages/Help
Show autocomplete options
Clear console
Skip to beginning of console
Rodeo IDE Keyboard Shortcuts
Cancel console input
Console Shortcuts
+++
++++
System Shortcuts
Trang 26Split into lines
Delete line
Comment code
Select next occurrence
Go to next occurrence
Select previous occurrence
Select all occurrences
Rodeo IDE Keyboard Shortcuts
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Editor
Trang 27Comment with Line Comment
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++
Advanced Editing Shortcuts
Trang 28SmartType Code Completion
Insert Live Template
Expand Word
PyCharm IDE Keyboard Shortcuts
Surround with Live Template
Next Template Variable
Previous Template Variable
Trang 29Paste from History
Down with Selection
+
Basic Editing Shortcuts
PyCharm IDE Keyboard Shortcuts
Trang 30Go to Page Top
Scroll Down
Page Down
Go to Page Top with Selection
Page Down with Selection
Scroll Up
Page Up
Page Up with Selection
PyCharm IDE Keyboard Shortcuts
Move to Line End
Scroll to Center
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+++
++
Basic Editing Shortcuts
Trang 31Move to Line Start
Move to Text End
Move to Next Word
Move to Line Start with Selection
Move to Next Word with Selection
Move to Text Start
Select all
Move to Previous Word
Move to Previous Word with
Selection
PyCharm IDE Keyboard Shortcuts
Move to Text Start with Selection
Move to Text End with Selection
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Basic Editing Shortcuts
Trang 32Delete Line at Caret
Move to Code Block End
Delete to Word Start
Delete to Word End
Toggle Insert/Overwrite
Move to Code Block Start
Duplicate Line or Block
Toggle Case
PyCharm IDE Keyboard Shortcuts
Move to Code Block Start with
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+
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Basic Editing Shortcuts
Trang 33Start New Line Before Current One
Unindent Selection
Split Line
Join Lines
Select Word at Caret
Unselect Word at Caret
Indent Selection
PyCharm IDE Keyboard Shortcuts
Auto-Indent Lines
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Basic Editing Shortcuts
Trang 34Expand all to level (1 – 5)
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Trang 35Step Over
Rerun
Choose configuration and run
Rerun with focus in the editor
Smart Step Into
Force Step Over
Debug
Choose configuration and debug
PyCharm IDE Keyboard Shortcuts
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Running and Debugging Shortcuts
Trang 36Force Step Into
Quick Evaluate Expression
Force Run To Cursor
Running and Debugging Shortcuts
Trang 37Close Active Tab
Show Intention Action
Select Next Tab
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+
++++++
General Keyboard Shortcuts
Trang 38Search for next/previous occurrence
Find Word at Caret
PyCharm IDE Keyboard Shortcuts
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++
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General Keyboard Shortcuts
Trang 39Highlight Usages in File
Toggle Bookmark with Mnemonic
Select Target
Show Bookmarks
Navigation Between Bookmarks
Navigation Between IDE Components
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++
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Search Keyboard Shortcuts
Trang 40Hide Active Window
Jump to Last Window
PyCharm IDE Keyboard Shortcuts
Navigation Between IDE Components
Trang 41Type Hierarchy
Navigate to Declaration
Navigate to File
Navigate to Class
Navigate to Recently Opened File
Navigate to Type Declaration
Navigate to Test/Test Subject
Navigate to Recently Changed File
Navigate to Line
PyCharm IDE Keyboard Shortcuts
Navigate to Super Method
Navigate to Implementation
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Navigation in Source Code
Trang 42Navigate to Related Symbol
Forward
Navigate to Previous Method
Navigate to Next Method
Navigate to Opening Brace
Navigate to Next Occurrence
Navigate to Closing Brace
Back
PyCharm IDE Keyboard Shortcuts
Last Edit Location
Navigate to Previous Occurrence
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++
Navigation in Source Code
Trang 43Navigate to Previous Highlighted Error
Extract Variable
Safe Delete
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Trang 44Extract Constant
Extract Parameter
PyCharm IDE Keyboard Shortcuts
Refactoring
Trang 45Comment with Line Comment
Trang 46SmartType Code Completion
Insert Live Template
Expand Word
Surround with Live Template
Next Template Variable
Previous Template Variable
PyCharm IDE Keyboard Shortcuts
Trang 47Down with Selection
+
+
Basic Editing
Trang 48Go to Page Top
Scroll Down
Page Down
Go to Page Top with Selection
Page Down with Selection
Move to Line End
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Basic Editing
Trang 49Move to Line Start
Move to Text End
Move to Next Word
Move to Line Start with Selection
Move to Next Word with Selection
Move to Text Start
Select all
Move to Previous Word
Move to Previous Word with
Selection
PyCharm IDE Keyboard Shortcuts
Move to Text Start with Selection
Move to Text End with Selection
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Basic Editing
Trang 50Delete Line at Caret
Move to Code Block End
Delete to Word Start
Delete to Word End
Move to Code Block Start
Start New Line
Duplicate Line or Block
Toggle Case
PyCharm IDE Keyboard Shortcuts
Move to Code Block Start with
+
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Trang 51Start New Line Before Current One
Unindent Selection
Split Line
Join Lines
Select Word at Caret
Unselect Word at Caret
Indent Selection
PyCharm IDE Keyboard Shortcuts
Auto-Indent Lines
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Basic Editing
Trang 52Expand all to level (1 – 5)
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Code Folding
Trang 53Step Over
Rerun
Choose configuration and run
Rerun with focus in the editor
Smart Step Into
Force Step Over
Debug
Choose configuration and debug
PyCharm IDE Keyboard Shortcuts
Step Out
Step Into
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Trang 54Force Step Into
Quick Evaluate Expression
Force Run To Cursor
Trang 55Close Active Tab
Show Intention Action
Select Next Tab
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General
Trang 56Search for next/previous occurrence
Find Word at Caret
PyCharm IDE Keyboard Shortcuts
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++
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General
Trang 57Highlight Usages in File
Toggle Bookmark with Mnemonic
Select Target
Show Bookmarks
Navigation Between Bookmarks
Navigation Between IDE Components
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+
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Search
Trang 58Hide Active Window
Jump to Last Window
PyCharm IDE Keyboard Shortcuts
Navigation Between IDE
Trang 59Type Hierarchy
Navigate to Declaration
Navigate to File
Navigate to Class
Navigate to Recently Opened File
Navigate to Type Declaration
Navigate to Test/Test Subject
Navigate to Recently Changed File
Navigate to Line
PyCharm IDE Keyboard Shortcuts
Navigate to Super Method
Navigate to Implementation
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++
+
++
++
+
++
++
Navigation in Source Code
Trang 60Navigate to Related Symbol
Forward
Navigate to Previous Method
Navigate to Next Method
Navigate to Opening Brace
Navigate to Next Occurrence
Navigate to Closing Brace
Back
PyCharm IDE Keyboard Shortcuts
Last Edit Location
Navigate to Previous Occurrence
++++
Navigation in Source Code
Trang 61Navigate to Previous Highlighted Error
Extract Variable
Safe Delete
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Trang 62Extract Constant
Extract Parameter
PyCharm IDE Keyboard Shortcuts
Refactoring
Trang 63Key Binding Resolver
Open File (Fuzzy)
Toggle Tree View
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General Shortcuts
Trang 64Show Available Snippets
Window Management Shortcuts
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General Shortcuts
Trang 65Find Next
Move Line Down
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Editing Shortcuts
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Trang 66Show Symbols Palette
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/
Editing Shortcuts
Trang 67Fold/Unfold sections of code
Git Plus Menu
Expand Abbreviation
Atom IDE Keyboard Shortcuts
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Trang 68Key Binding Resolver
Open File (Fuzzy)
Open Link
Toggle Tree View
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General
Trang 69Show Available Snippets
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General
Trang 70Find Next
Move Line Down
Editing Shortcuts
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Window Management
Trang 71Show Symbols Palette
Undo Selection
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Editing
Trang 72Fold/Unfold sections of code
Git Plus Menu
Block Travel up/down
Open File in Browser
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Editing
Trang 73Open Terminal
Open In
Open Project
Atom IDE Keyboard Shortcuts
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Various Packages
Trang 75Move cursor to Console
Interrupt currently executing
command
Move cursor to beginning of line
Clear console
Move cursor to end of line
Navigate command history
Popup command history
Change working directory
/+
++Console
Keyboard Shortcuts
Trang 76Source Keyboard Shortcuts
Close active document
(Chrome only)
New document (except on
Chrome/Windows)
Move cursor to Source Editor
New document (Chrome only)
Preview HTML (Markdown and HTML)
Trang 77Source Keyboard Shortcuts
Run current document
Insert code section
Insert chunk (Sweave and Knitr)
Run current line/selection
Run from current line to document end
Run the current code section
Run current line/selection
(retain cursor position)
Re-run previous region
Compile PDF (TeX and Sweave)
Run the current function definition
Trang 78Source Keyboard Shortcuts
Fold Selected
Run the next Sweave/Rmd chunk
Run the current
Sweave/Rmd chunk
Source a file
Fold All
Source the current document
Source the current document
Trang 79Source Keyboard Shortcuts
Trang 80Source Keyboard Shortcuts
Copy Lines Up/Down
Reformat Selection
Reflow Comment
Show Diagnostics
Expand to Matching Brace/Paren
Add Cursor Above Current Cursor
Move Lines Up/Down
Trang 81Source Keyboard Shortcuts
Use Selection for Find
Move Active Cursor Down
Move Active Cursor Up
Find and Replace
*
Trang 82Editing (Console and Source)
/+
Jump to Start/End
/+
/+
+
Trang 83Editing (Console and Source)
Select to Line End
Select to Line Start
Select Page Up/Down
+
Trang 84Editing (Console and Source)
Show help for function at cursor
Yank line after cursor
Yank line up to cursor
Insert currently yanked text
Insert assignment operator
Insert pipe operator
Find usages for symbol at cursor (C++) +
+
+
Trang 85Completions (Console and Source)
Accept selected candidate
Trang 86Views Keyboard shortcuts
Show Packages
Move focus to Help
Move focus to Console
Show Git/SVN
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Trang 87Build Keyboard shortcuts
Test Package (Desktop)
Load All (devtools)
Test Package (Web)
Trang 88Debug Keyboard shortcuts
Step Into Function
Execute Next Line
Trang 89Move cursor to Console
Interrupt currently executing
command
Move cursor to beginning of line
Clear console
Move cursor to end of line
Navigate command history
Popup command history
Change working directory
/+
++
Console Keyboard Shortcuts
++
Trang 90Source Keyboard Shortcuts
Close active document
(Chrome only)
New document (except on
Chrome/Windows)
Move cursor to Source Editor
New document (Chrome only)
Trang 91Source Keyboard Shortcuts
Run current document
Insert code section
Insert chunk (Sweave and Knitr)
Run current line/selection
Run from current line to document end
Run the current code section
Run current line/selection
(retain cursor position)
Re-run previous region
Compile PDF (TeX and Sweave)
Run the current function definition
Trang 92Source Keyboard Shortcuts
Fold Selected
Run the next Sweave/Rmd chunk
Run the current
Sweave/Rmd chunk
Source a file
Fold All
Source the current document
Source the current document
++
Trang 93Source Keyboard Shortcuts
Trang 94Source Keyboard Shortcuts
Copy Lines Up/Down
Trang 95Source Keyboard Shortcuts
Use Selection for Find
Move Active Cursor Down
Move Active Cursor Up
Find and Replace
Trang 96Editing (Console and Source)
/+
Jump to Start/End
/+
/+
+
Trang 97Editing (Console and Source)
Select to Line End
Select to Line Start
Select Page Up/Down
Delete Word Right
+
Delete to Line Start
Delete to Line End
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+
the line)
Trang 98Editing (Console and Source)
Show help for function at cursor
Yank line after cursor
Yank line up to cursor
Insert currently yanked text
Insert assignment operator
Insert pipe operator
Find usages for symbol at cursor (C++) +
+
+
Trang 99Completions & Plots (Console and Source)
Accept selected candidate