User Guide Cancel

Create data-driven graphics

  1. Photoshop User Guide
  2. Introduction to Photoshop
    1. Dream it. Make it.
    2. What's new in Photoshop
    3. Edit your first photo
    4. Create documents
    5. Photoshop | Common Questions
    6. Photoshop system requirements
    7. Get to know Photoshop
    8. Keep Photoshop up to date
  3. Photoshop and other Adobe products and services
    1. Work with Illustrator artwork in Photoshop
    2. Work with Photoshop files in InDesign
    3. Substance 3D Materials for Photoshop
    4. Use the Capture in-app extension in Photoshop
  4. Photoshop on the iPad (not available in mainland China)
    1. Photoshop on the iPad | Common questions
    2. Get to know the workspace
    3. System requirements | Photoshop on the iPad
    4. Create, open, and export documents
    5. Add photos
    6. Work with layers
    7. Draw and paint with brushes
    8. Make selections and add masks
    9. Retouch your composites
    10. Work with adjustment layers
    11. Adjust the tonality of your composite with Curves
    12. Apply transform operations
    13. Crop and rotate your composites
    14. Rotate, pan, zoom, and reset the canvas
    15. Work with Type layers
    16. Work with Photoshop and Lightroom
    17. Get missing fonts in Photoshop on the iPad
    18. Japanese Text in Photoshop on the iPad
    19. Manage app settings
    20. Touch shortcuts and gestures
    21. Keyboard shortcuts
    22. Edit your image size
    23. Livestream as you create in Photoshop on the iPad
    24. Correct imperfections with the Healing Brush
    25. Create brushes in Capture and use them in Photoshop on the iPad
    26. Work with Camera Raw files
    27. Create and work with Smart Objects
    28. Adjust exposure in your images with Dodge and Burn
    29. Auto adjustment commands in Photoshop on the iPad
    30. Smudge areas in your images with Photoshop on the iPad
    31. Saturate or desaturate your images using Sponge tool
    32. Content aware fill for iPad
  5. Photoshop on the web (not available in mainland China)
    1. Common questions
    2. System requirements
    3. Keyboard shortcuts
    4. Supported file types
    5. Introduction to the workspace
    6. Open and work with cloud documents
    7. Generative AI features
    8. Basic concepts of editing
    9. Quick Actions
    10. Work with layers
    11. Retouch images and remove imperfections
    12. Make quick selections
    13. Image improvements with Adjustment Layers
    14. Add a fill layer
    15. Move, transform, and crop images
    16. Draw and paint
    17. Draw and edit Shapes
    18. Work with Type layers
    19. Work with anyone on the web
    20. Manage app settings
    21. Generate Image
    22. Generate Background
    23. Reference Image
  6. Photoshop (beta) (not available in mainland China)
    1. Get started with Creative Cloud Beta apps
    2. Photoshop (beta) on the desktop
    3. Reference Image
  7. Generative AI (not available in mainland China) 
    1. Common questions on generative AI in Photoshop
    2. Generative Fill in Photoshop on the desktop
    3. Generate Image with descriptive text prompts
    4. Generative Expand in Photoshop on the desktop
    5. Replace background with Generate background
    6. Get new variations with Generate Similar
    7. Generative Fill in Photoshop on the iPad
    8. Generative Expand in Photoshop on the iPad
    9. Generative AI features in Photoshop on the web
  8. Content authenticity (not available in mainland China)
    1. Content credentials in Photoshop
    2. Identity and provenance for NFTs
    3. Connect accounts for creative attribution
  9. Cloud documents (not available in mainland China)
    1. Photoshop cloud documents | Common questions
    2. Photoshop cloud documents | Workflow questions
    3. Manage and work with cloud documents in Photoshop
    4. Upgrade cloud storage for Photoshop
    5. Unable to create or save a cloud document
    6. Solve Photoshop cloud document errors
    7. Collect cloud document sync logs
    8. Invite others to edit your cloud documents
    9. Share files and comment in-app
  10. Workspace
    1. Workspace basics
    2. Preferences
    3. Learn faster with the Photoshop Discover Panel
    4. Create documents
    5. Place files
    6. Default keyboard shortcuts
    7. Customize keyboard shortcuts
    8. Tool galleries
    9. Performance preferences
    10. Use tools
    11. Presets
    12. Grid and guides
    13. Touch gestures
    14. Use the Touch Bar with Photoshop
    15. Touch capabilities and customizable workspaces
    16. Technology previews
    17. Metadata and notes
    18. Place Photoshop images in other applications
    19. Rulers
    20. Show or hide non-printing Extras
    21. Specify columns for an image
    22. Undo and history
    23. Panels and menus
    24. Position elements with snapping
    25. Position with the Ruler tool
  11. Web, screen, and app design
    1. Photoshop for design
    2. Artboards
    3. Device Preview
    4. Copy CSS from layers
    5. Slice web pages
    6. HTML options for slices
    7. Modify slice layout
    8. Work with web graphics
    9. Create web photo galleries
  12. Image and color basics
    1. How to resize images
    2. Work with raster and vector images
    3. Image size and resolution
    4. Acquire images from cameras and scanners
    5. Create, open, and import images
    6. View images
    7. Invalid JPEG Marker error | Opening images
    8. Viewing multiple images
    9. Customize color pickers and swatches
    10. High dynamic range images
    11. Match colors in your image
    12. Convert between color modes
    13. Color modes
    14. Erase parts of an image
    15. Blending modes
    16. Choose colors
    17. Customize indexed color tables
    18. Image information
    19. Distort filters are unavailable
    20. About color
    21. Color and monochrome adjustments using channels
    22. Choose colors in the Color and Swatches panels
    23. Sample
    24. Color mode or Image mode
    25. Color cast
    26. Add a conditional mode change to an action
    27. Add swatches from HTML CSS and SVG
    28. Bit depth and preferences
  13. Layers
    1. Layer basics
    2. Nondestructive editing
    3. Create and manage layers and groups
    4. Select, group, and link layers
    5. Place images into frames
    6. Layer opacity and blending
    7. Mask layers
    8. Apply Smart Filters
    9. Layer comps
    10. Move, stack, and lock layers
    11. Mask layers with vector masks
    12. Manage layers and groups
    13. Layer effects and styles
    14. Edit layer masks
    15. Extract assets
    16. Reveal layers with clipping masks
    17. Generate image assets from layers
    18. Work with Smart Objects
    19. Blending modes
    20. Combine multiple images into a group portrait
    21. Combine images with Auto-Blend Layers
    22. Align and distribute layers
    23. Copy CSS from layers
    24. Load selections from a layer or layer mask's boundaries
    25. Knockout to reveal content from other layers
  14. Selections
    1. Get started with selections
    2. Make selections in your composite
    3. Select and Mask workspace
    4. Select with the marquee tools
    5. Select with the lasso tools
    6. Adjust pixel selections
    7. Move, copy, and delete selected pixels
    8. Create a temporary quick mask
    9. Select a color range in an image
    10. Convert between paths and selection borders
    11. Channel basics
    12. Save selections and alpha channel masks
    13. Select the image areas in focus
    14. Duplicate, split, and merge channels
    15. Channel calculations
  15. Image adjustments
    1. Replace object colors
    2. Perspective warp
    3. Reduce camera shake blurring
    4. Healing brush examples
    5. Export color lookup tables
    6. Adjust image sharpness and blur
    7. Understand color adjustments
    8. Apply a Brightness/Contrast adjustment
    9. Adjust shadow and highlight detail
    10. Levels adjustment
    11. Adjust hue and saturation
    12. Adjust vibrance
    13. Adjust color saturation in image areas
    14. Make quick tonal adjustments
    15. Apply special color effects to images
    16. Enhance your image with color balance adjustments
    17. High dynamic range images
    18. View histograms and pixel values
    19. Match colors in your image
    20. Crop and straighten photos
    21. Convert a color image to black and white
    22. Adjustment and fill layers
    23. Curves adjustment
    24. Blending modes
    25. Target images for press
    26. Adjust color and tone with Levels and Curves eyedroppers
    27. Adjust HDR exposure and toning
    28. Dodge or burn image areas
    29. Make selective color adjustments
  16. Adobe Camera Raw
    1. Camera Raw system requirements
    2. What's new in Camera Raw
    3. Introduction to Camera Raw
    4. Create panoramas
    5. Supported lenses
    6. Vignette, grain, and dehaze effects in Camera Raw
    7. Default keyboard shortcuts
    8. Automatic perspective correction in Camera Raw
    9. Radial Filter in Camera Raw
    10. Manage Camera Raw settings
    11. Open, process, and save images in Camera Raw
    12. Repair images with the Enhanced Spot Removal tool in Camera Raw
    13. Rotate, crop, and adjust images
    14. Adjust color rendering in Camera Raw
    15. Process versions in Camera Raw
    16. Make local adjustments in Camera Raw
  17. Image repair and restoration
    1. Remove Tool
    2. Remove objects from your photos with Content-Aware Fill
    3. Content-Aware Patch and Move
    4. Retouch and repair photos
    5. Correct image distortion and noise
    6. Basic troubleshooting steps to fix most issues
  18. Image enhancement and transformation
    1. Replace sky in your images
    2. Transform objects
    3. Adjust crop, rotation, and canvas size
    4. How to crop and straighten photos
    5. Create and edit panoramic images
    6. Warp images, shapes, and paths
    7. Vanishing Point
    8. Content-aware scaling
    9. Transform images, shapes, and paths
  19. Drawing and painting
    1. Paint symmetrical patterns
    2. Draw rectangles and modify stroke options
    3. About drawing
    4. Draw and edit shapes
    5. Painting tools
    6. Create and modify brushes
    7. Blending modes
    8. Add color to paths
    9. Edit paths
    10. Paint with the Mixer Brush
    11. Brush presets
    12. Gradients
    13. Gradient interpolation
    14. Fill and stroke selections, layers, and paths
    15. Draw with the Pen tools
    16. Create patterns
    17. Generate a pattern using the Pattern Maker
    18. Manage paths
    19. Manage pattern libraries and presets
    20. Draw or paint with a graphics tablet
    21. Create textured brushes
    22. Add dynamic elements to brushes
    23. Gradient
    24. Paint stylized strokes with the Art History Brush
    25. Paint with a pattern
    26. Sync presets on multiple devices
    27. Migrate presets, actions, and settings
  20. Text
    1. Add and edit the text
    2. Unified Text Engine
    3. Work with OpenType SVG fonts
    4. Format characters
    5. Format paragraphs
    6. How to create type effects
    7. Edit text
    8. Line and character spacing
    9. Arabic and Hebrew type
    10. Fonts
    11. Troubleshoot fonts
    12. Asian type
    13. Create type
  21. Filters and effects
    1. Use the Blur Gallery
    2. Filter basics
    3. Filter effects reference
    4. Add Lighting Effects
    5. Use the Adaptive Wide Angle filter
    6. Use the Oil Paint filter
    7. Use the Liquify filter
    8. Layer effects and styles
    9. Apply specific filters
    10. Smudge image areas
  22. Saving and exporting
    1. Save your files in Photoshop
    2. Export your files in Photoshop
    3. Supported file formats
    4. Save files in graphics formats
    5. Move designs between Photoshop and Illustrator
    6. Save and export video and animations
    7. Save PDF files
    8. Digimarc copyright protection
  23. Color Management
    1. Understanding color management
    2. Keeping colors consistent
    3. Color settings
    4. Duotones
    5. Work with color profiles
    6. Color-managing documents for online viewing
    7. Color-managing documents when printing
    8. Color-managing imported images
    9. Proofing colors
  24. Web, screen, and app design
    1. Photoshop for design
    2. Artboards
    3. Device Preview
    4. Copy CSS from layers
    5. Slice web pages
    6. HTML options for slices
    7. Modify slice layout
    8. Work with web graphics
    9. Create web photo galleries
  25. Video and animation
    1. Video editing in Photoshop
    2. Edit video and animation layers
    3. Video and animation overview
    4. Preview video and animations
    5. Paint frames in video layers
    6. Import video files and image sequences
    7. Create frame animations
    8. Creative Cloud 3D Animation (Preview)
    9. Create timeline animations
    10. Create images for video
  26. Printing
    1. Print 3D objects
    2. Print from Photoshop
    3. Print with color management
    4. Contact Sheets and PDF Presentations
    5. Print photos in a picture package layout
    6. Print spot colors
    7. Print images to a commercial printing press
    8. Improve color prints from Photoshop
    9. Troubleshoot printing problems | Photoshop
  27. Automation
    1. Creating actions
    2. Create data-driven graphics
    3. Scripting
    4. Process a batch of files
    5. Play and manage actions
    6. Add conditional actions
    7. About actions and the Actions panel
    8. Record tools in actions
    9. Add a conditional mode change to an action
    10. Photoshop UI toolkit for plug-ins and scripts
  28. Troubleshooting
    1. Fixed issues 
    2. Known issues
    3. Optimize Photoshop performance
    4. Basic troubleshooting
    5. Troubleshoot crash or freeze
    6. Troubleshoot program errors
    7. Troubleshoot scratch disk full errors
    8. Troubleshoot GPU and graphics driver issues
    9. Find missing tools
    10. Photoshop 3D | Common questions around discontinued features

Use data-driven graphics to work with templates created in Photoshop

Here's a scenario for you: 

It's your first week at work and you need to create five versions of a web banner with varying text and images using a single template design.

Did you know that data-driven graphics will be the best way to get your job done?

Follow these general steps to create consistent designs with different text and images using data sets:

  1. Create the base graphic you want to use as the template. 

    Use layers to separate the elements that you want to change in the graphic.

  2. Define variables in the graphic. As we know, variables specify the parts of the image that need to change.

  3. Create or import the data sets. Create the data sets in the template or import them from a text file. 

  4. Preview the document with each data set. Before you export the file, check the preview to know how your final image will appear. 

  5. Generate your graphics by exporting them with the data. We recommend using the Photoshop (PSD) format. 

    Use variables to create different versions of an image in Photoshop
    Use variables to create different versions of an image

Variables

Use variables to define which elements in a template need to change. You can define three types of variables.

Visibility Variable shows or hides the contents of a layer.

Text Replacement variables replace a string of text in a type layer.

Pixel Replacement variables replace the pixels in the layer with pixels from another image file.

Note:

You cannot define variables when working with the Background layer. 

Work with a variable

  1. Go to Image > Variables > Define.

  2. Select your preferred layer from the Layer pop‑up menu with the content to be defined as a variable.

  3. Select one or more types of variables: Visibility, Pixel Replacement, and Text Replacement.

    Visibility: Shows or hides the content of the layer or the layer group

    Pixel Replacement: Replaces the pixels in the layer with pixels from another image file

    Text Replacement: Replaces a string of text in a type layer

  4. Do one of the following:

    • Enter a name for the variable in the Name field. Variable names can begin with a letter, underscore, or colon. They cannot contain spaces or special characters (except for periods, hyphens, underscores, and colons).

      Or,

    • Choose an existing variable from the Name drop-down menu to link the layer. Layers linked to the same variable are shown next to the Name menu, along with the link icon.

  5. Follow these steps when using Pixel Replacement variables.

    1. Choose your preferred method to scale the replacement image:
      • The Fit method resizes the image to fit it in the bounding box while preserving proportions.
      • The Fill method resizes the image to fill the bounding box while preserving proportions. It may overlap edges in one dimension.
      • The As Is method preserves the size of the replacement image. It may overlap edges in one or both dimensions. 
      • The Conform method resizes the image to fill the bounding box. It may not preserve the original proportions. 
    2. Select a handle on the alignment icon to choose an alignment for placing the image inside the bounding box. (This option isn't available for Conform.)
    3. Check Clip To Bounding Box to clip areas of the image that don't fit in the bounding box. This option is available only when the Fill or As Is replacement method is selected. (This option isn't available for Conform.)
    The Fit method resizes the image to fit it in the bounding box while preserving proportions.
    The Fit method resizes the image to fit it in the bounding box while preserving proportions.

  6. To define variables for another layer, choose a layer from the Layer pop‑up menu and select OK.

    An asterisk appears next to the name of a layer that contains variables. You can use the navigation arrows to move between layers.

Rename a variable

  1. Go to Image > Variables > Define.

  2. Choose the layer that contains the variable from the Layer pop‑up menu.

  3. To rename the variable, enter a name in the Name text box.

    Variable names must begin with a letter, underscore, or colon and cannot contain spaces or special characters (except for periods, hyphens, underscores, and colons).

  4. Deselect the variable to remove it.

Data sets

A data set is a collection of variables and associated data. You can define a data set for each version of the graphic that you want to generate.

  1. Do one of the following:

    • Go to Image > Variables > Data Sets

    Or,

    • If the Variables dialog box is open, select Data Sets from the drop-down menu or select Next.
    Note:

    At least one variable needs to be defined before the default data set can be edited. 

  2. Select the new data set button () to create a new data set based on the current data set.

  3. Select a variable from the Name drop-down list.

  4. Edit the variable data:

    • For Visibility variables, select Visible (to show the layer’s content) or Invisible (to hide the layer’s content).

    • For Pixel Replacement variables, select Select File and then the replacement image file. Select Do Not Replace before the data set is applied to leave the layer in its current state.

    Note:

    The Do Not Replace button does not reset the file to its original state if another replacement has been applied previously.

    • For Text Replacement variables, enter a text string in the Value text box.
  5. Define additional data sets for each version of the graphic you want to generate.

Edit, rename, or delete your data set by first choosing it from the Data Set menu and editing the options. Use the arrow icons to move between data sets. Hit the Delete icon to delete a data set.

Preview or apply a data set

Apply the contents of a data set to your base image even while leaving the variables and data sets intact.

This will change the view of your image to contain the values of the data set. Use the Preview option to view how each version will appear with each data set.

Go to Image > Apply Data Set to select the data set from the list and preview the image in the document window.

Select Apply to apply the data set. Hit Cancel if you only want to preview and don’t want to change the base image.

You can also apply and preview a data set by navigating to Image > Variables > Data Sets and checking the Preview checkbox.

Note:

Applying a data set overwrites your original document.

Generate graphics using data sets

Once you've defined the variables and one or more data sets, you can generate batch mode output images using these data set values. The output generated will be in the form of PSD files.

  1. Go to File > Export > Data Sets As Files.

  2. Enter a base name for all files generated. You may create your own file-naming scheme if you want.
  3. Use the Select Folder button to select a destination directory for your files.

  4. Choose data sets to export and hit OK.

Create data sets in external files

You can quickly create a large number of data sets by using an external text file that contains all the variable information and importing it into your PSD document containing variables.

One method is to enter your data into a text file or Microsoft Excel spreadsheet and then export it to a tab or comma-separated file.

Follow the given syntax for your external text file (where each line that starts with “Variable” or “Value” is an entire line by itself in your file):

VariableName1<sep>VariableName2<sep> <sep>VariableNameN <nl> 
Value1-1<sep>Value2-1<sep><sep>ValueN-1<nl> 
Value1-2<sep>Value2-2<sep><sep>ValueN-2<nl> 
Value1-M<sep>Value2-M<sep><sep>ValueN-M<nl>

All the variable names are listed on the first line, in the order that the values are given in subsequent lines. Each subsequent line represents one data set, with the values for each variable given.

Note:

To create multiple lines of text in a single line of text in a data set, enclose the text in double quotes and insert hard returns in the tab- or comma-separated file where you want the breaks to occur.  

External text file Syntax elements

<sep>

Either a comma-separated (CSV) or a tab (tab-delimited) file that separates each variable name or value

<nl>

A newline character that ends each data set and can be a line feed, carriage return, or both

“true” and “false”

Allowed values for a visibility variable

Spaces

Spaces around the delimiter are removed when parsing the file; between words in a value string (e.g., two of a kind) spaces are maintained and leading and trailing spaces are maintained if enclosed in double quotes (e.g., “one kind ”)

Double quotes

Can be part of a value if preceded by another double quote (e.g., ““B”” would be “B” in the data set)

If <sep> or <nl> is part of the variable value, then you need to enclose the entire value within double quotes.

All the variables defined in your PSD file must be defined in the text file, or an error will display if there is a mismatch between the number of variables in the text file and your document.

Example data set

Create a text file using a template for flowers that holds variables for tulips and sunflowers. It could be as shown here:

{contents of FlowerShow.txt} 
Variable 1, Variable 2, Variable 3 
true, TULIP, c:\My Documents\tulip.jpg 
false, SUNFLOWER, c:\My Documents\sunflower.jpg 
false, CALLA LILY, c:\My Documents\calla.jpg 
true, VIOLET, c:\My Documents\violet.jpg
Note:

You can use a relative path for the image location if the text file is in the same folder as the image file. For example, the last item in the example can be: true, VIOLET, violet.jpg.

Import a data set

  1. Do one of the following:

    • Go to File > Import > Variable Data Sets.

    Or,

    • Go to Image > Variables > Data Sets and use the Import button to navigate to the text file to import.
  2. Set up your import options.

    • Use First Column For Data Set Names: Names each data set using the content of the first column of the text file (the values for the first variable listed). Otherwise, the data sets are named Data Set 1, Data Set 2, and so on.
    • Replace Existing Data Sets: Deletes any existing data sets before importing
  3. Set the encoding of the text file or leave the setting Automatic before selecting OK.

 Adobe

Get help faster and easier

New user?