Excel Data Validation Tips and Troubleshooting (2023)

Excel Data Validation Tips and Troubleshooting (1)

Home > Validation > Drop Downs > Tips and Fixes

This page has data validation tips, and shows how to fix Excel data validation problems, such as drop down not working, blank selected, and not showing all items. The videos and written steps below will help you with data validation drop down list troubleshooting in Microsoft Excel.

Excel Data Validation Tips and Troubleshooting (2)

NOTE: If you need help with setting up a drop down list, go to the Excel Drop Down Lists page

Author: Debra Dalgleish

Common Problems

--Drop Down Opens With Blank Selected

--Missing Items in Drop Down

--Missing Arrows

--Valid Entries Not Allowed

--Invalid Entries Allowed

--Drop Downs Too Wide

--Circle Invalid Data Problem

Limitations

--Item Limit in Drop Down List

--Drop Down Font Size and List Length

--Source List on Different Sheet

Tips

--Drop Down List With Symbols

--Scroll Through Drop Down List

--Drop Downs on Protected Sheet

Programming

--Drop Downs and Change Events

--Make Drop Down Temporarily Wider

--Make Drop Down Appear Larger

Workbooks

--Get the Sample Files

Drop Down Opens With Blank Selected

When you click the arrow to open a drop down list on a data entry sheet, the selection might go to a blank at the bottom of the list, instead of the first item in the list. Why does this happen, and how can you prevent it?

Get the sample file in the download section.

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Cause: Blank Cells in Source List

In the example shown above, the drop down list is based on a range named Products. The person who set up the list left a few blank cells at the end, where new items could be added.

When there's a blank cell in the source list, and the cell with the data validation list is blank, the list will open with the blank entry selected.

Excel Data Validation Tips and Troubleshooting (4)

NOTE: Another problem can occur if there are blanks in the source list --invalid entries might be allowed in the cells.

Fix: Use a Dynamic Source List

Instead of leaving blank cells in the source list, use a dynamic source list that will adjust automatically, when you add or remove items.

  1. The best option is a named Excel table
  2. Another option is a dynamic named range, based on a formula
1. Named Excel Table

To see the steps in creating an Excel Table, you can watch this short video. There are written steps on the Create an Excel table page.

2. Dynamic Named Range with Formula

To see the steps for setting up a dynamic named range, you can watch this short video tutorial. The OFFSET formula is shown below the video.

The OFFSET formula used in this example is:

  • =OFFSET(Prices!$B$2,0,0,COUNTA(Prices!$B:$B)-1,1)

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Missing Items in Drop Down

If you add new items at the bottom of the source list, those items might be missing when you open the drop down list later.

Here's the most common cause for that problem, and how to fix it. See how you can prevent this common problem too!

Cause: Drop Down Based on Static List

Some drop downs are based on a static list, using a specific range, such as

  • =AdminLists!$B$2:$B$4

If a new item is entered in cell B5, it won't appear in the drop down

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Fix: Change Data Validation Source

To fix the missing item problem, follow these steps:

  • Select the data validation cells
  • On the Excel Ribbon's Data tab, click Data Validation
  • On the Data Validation Settings tab, change the range address* in the Source box, to include the new items
  • Click OK, to complete the change.

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*Name in Source Box

Instead of an address, you might see a name in the Source box, such as:

  • =RegionList

To fix that:

  • On the Excel Ribbon's Formulas tab, click Name Manger.
  • Select the name in the list
  • In the Refers To box, change the address, to include the new items
  • Click the check mark, to complete the change, then close the Name Manager

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Prevent: Use Dynamic Source Lists

To avoid the problem of missing items with static lists, use dynamic lists instead. There are 2 ways to set those up:

  1. Named Excel table
  2. Dynamic named range, based on a formula

See the videos above, that show the steps for both options

Missing Arrows

Occasionally, data validation dropdown arrows are not visible on the worksheet, in cells where you know that data validation lists have been created.

This video shows the most common reasons for missing arrows. Written instructions for fixing the problems are below the video.

Here are a few causes of missing arrow for data validation. Click a link to see the details:

Active Cell Only

Hidden Objects

Dropdown Option

Freeze Panes

Corruption

Deleted by Macro

Active Cell Only

Only the active cell on a worksheet will display a data validation drop down arrow, even if there are lots of cells with a data validation rule. To mark cells that contain data validation lists, you can colour the cells, or add a comment.

If you require visible arrows for all cells that contain lists, you can use combo boxes instead of data validation, and those arrows will be visible at all times. To create a combo box:

  • Click the Developer tab on the ribbon, and click Insert
  • Click the Combo Box in the Form Controls
  • On the worksheet, drag to add a combo box in the size that you want.
  • Right-click the combo box, and click Format Control
  • In the Input Range box, enter the name or address of the list
  • Click OK

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Hidden Objects

If objects are hidden on the worksheet, the data validation dropdown arrows will also be hidden.

To make objects visible, use the keyboard shortcut -- Ctrl + 6

Or, follow these steps, to change the Option settings:

  • Click the File tab on the ribbon, and click Options
  • Click the Advanced category
  • Scroll down about halfway, to the section, Display Options for This Workbook .
  • In the setting, "For Objects, show:", click All
  • Click OK

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Dropdown Option

In the Data Validation dialog box, you can turn off the option for a dropdown list. To turn it back on:

  1. Select the cell that contains a data validation list
  2. On the Ribbon, click the Data tab
  3. Click the top of the Data Validation button, to open the dialog box
  4. In the Data Validation window, go to the Settings tab
  5. Add a check mark to the In-cell dropdown check box
  6. Click the OK button

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Excel 2013 Windows 8

In you have a linked picture in an Excel 2013 workbook, on Window 8, the data validation arrow might not appear in the active cell, unless you are pressing the mouse button.

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As a workaround, follow these steps to make the arrow appear:

  1. Select the cell with the data validation list
  2. Click outside of the Excel window (e.g. click on the Desktop, or click in your browser window)
  3. Click on the Excel window, and the arrow will appear, and you can select an item from the list.

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Freeze Panes

The Freeze Panes setting can cause problems with drop down arrows, in all versions of Excel. There were additional problems in Excel 97 and earlier.

In any version of Excel, if a drop down list is in a frozen pane of the Excel window, and the column to the right has been scrolled off screen, the drop down arrow will not be visible.

Thanks to John Constable for this tip.

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In Excel 97, if a Data Validation dropdown list is in a frozen pane of the window, the dropdown arrow does not appear when the cell is selected. As a workaround, use Window|Split instead of Window|Freeze Panes

NOTE: This problem has been corrected in later versions.

  • Excel Data Validation Tips and Troubleshooting (15) Without frozen panes
  • Excel Data Validation Tips and Troubleshooting (16)
    With frozen panes

Corruption

If none of the above solutions explains the missing dropdown arrows, the worksheet may be corrupted. Try copying the data to a new worksheet or workbook, and the dropdown arrows may reappear.

Or, try to repair the file as you open it:

  1. On the Ribbon, click File, and then click Open
  2. Click Computer, then click Browse
  3. Select the file with the missing data validation arrows
  4. At the bottom of the Open windown, click the arrow at the right of he Open button
  5. Click Open and Repair
  6. When prompted, click Repair.

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Deleted by Macro

If you run a macro that deletes all the shapes on a worksheet, it might also delete the drop down arrow for data validation. Thanks to Ed Howland who suggested adding this tip.

For example, the macro below deletes all the shapes on the active sheet.

  • If the data validation arrow is visible when you run this macro, it will be deleted too, along with other shapes on the worksheet.

Safe Macros: To delete other shapes safely, without deleting the data validation arrows, see the macros to delete objects on Ron de Bruin's website.

Sub DeleteShapesALL()'WARNING: Deletes data val arrow' if it is visibleDim sh As ShapeDim ws As WorksheetSet ws = ActiveSheetFor Each sh In ws.Shapes sh.DeleteNext shEnd Sub

Valid Entries Not Allowed

If you type a valid entry in a cell that has a drop down list, you still might see an error message, stating that "The value you entered is not valid."

For example, this list allows you to choose Yes or No.

  • Excel Data Validation Tips and Troubleshooting (19)

However, if you type no, a message says that is not valid.

  • Excel Data Validation Tips and Troubleshooting (20)

Cause: Delimited List

You might see this error if the list is based on a delimited list, that is typed into the Data Validation dialog box.

Fix: Exact Entry

Delimited lists are case sensitive, so enter data in one of these ways to prevent the problem:

  • Choose from the drop down list
  • Type an entry that exactly matches the upper and lower case letters in the delimited list

For example, if you type No, the entry will be accepted, without an error message, because the first letter is upper case, and the second letter is lower case.

  • Excel Data Validation Tips and Troubleshooting (21)

Invalid Entries Are Allowed

Even if create drop down data validation cells, users may be able to type invalid entries.

Here are the most common reasons for this. You can get the sample file in the download section.

--Blank Cells in Source List

--Error Alert Turned Off

Blank Cells in Source List

If the source list is a named range that contains blank cells, users may be able to type any entry, without receiving an error message. This short video shows one possible solution to the problem, and there are written steps below the video.

Note: This problem with blank cells does not happen if the source list is a range address, e.g. $A$1:$A$10

Cause: Blank Cells in Named Range

In the screen shot below, the Manager column has a drop down list with 5 names.

  • Excel Data Validation Tips and Troubleshooting (22)

However, if a different name is typed in that column, there is no error alert. The name Bill is not in the list, but was allowed in the cell.

  • Excel Data Validation Tips and Troubleshooting (23)

This occurs when a named range is used as the list source, and there is a blank cell anywhere in that named range. In this example, there is a blank cell at the end of the named range, MgrList

  • Excel Data Validation Tips and Troubleshooting (24)

Fix: Turn Off Ignore Blank

To turn prevent invalid entries, if the named range has blank cells:

  1. Select the cell that contains a data validation list
  2. Choose Data|Validation
  3. On the Settings tab, remove the check mark from the Ignore blank box.
  4. Click OK

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Error Alert

If the Error Alert is turned off, users will be able to type any entry, without receiving an error message.

Fix: Turn Error Alert On

To turn the alert on:

  1. Select the cell that contains a data validation list
  2. Choose Data|Validation
  3. On the Error Alert tab, add a check mark to the Show error alert after invalid data is entered box.
  4. Click OK

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Circle Invalid Data Problem

If you use the Circle Invalid Data feature in Excel, you might see unexpected results occasionally.

This short video shows potential problems with Dependent Drop Down lists, when Ignore Blank is turned off, and the Circle Invalid Data feature is used.

Item Limit in Drop Down List

There are limits to the number of items that will show in a data validation drop down list:

  • The list can show up to show 32,767 items from a list on the worksheet.
  • If you type the items into the data validation dialog box (a delimited list), the limit is 256 characters, including the separators.

If you need more items than that, you could create a dependent drop down list, broken down by category. There is a sample file on this page: Dependent Drop Down from Sorted List

Drop Down Font Size and List Length

The data validation font size and list length can't be changed.

Font Size
  • The font in the data validation drop down list is Tahoma, size 8.
  • The cell formatting does not affect the font in the drop down list.
List Length
  • The drop down list shows a maximum of 8 items at a time.
  • Scroll up or down to see additional items

NOTE; With programming, you can temporarily zoom the worksheet, to make the data validation font size appear larger. See the section for workarounds, to .

  • Excel Data Validation Tips and Troubleshooting (27)

Source List on Different Sheet

NOTE: This affects old versions of Excel only

In old versions of Excel, if you try to create an Excel data validation dropdown list, and refer to a source list on a different worksheet, you might see an error message:

"You may not use references to other worksheets or workbooks for Data Validation criteria."

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To avoid this problem, use one of these workarounds:

Drop Down List With Symbols

If the source list has symbols from a symbol font, such as Wingdings, those symbols will not appear correctly in a data validation drop down list.

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Cause: Drop Down Font

The drop down list always shows Tahoma font. It is NOT affected by the formatting in either:

  • The source list cells OR
  • The cell with the drop down list

Fix: Use Tahoma Symbols

If you want to show symbol characters in a drop down list, use the symbols available in the Tahoma font, such as arrows, circles, and squares.

Get the sample file in the download section.

Excel Data Validation Tips and Troubleshooting (30)

This video shows the steps to show symbols in a drop down list, and the written instructions are below the video.

To create a list of symbols:

  1. On the worksheet, select a cell where you want to start the list of symbols
  2. Press the Alt key, and on the number keypad, type a number for the symbol that you want to insert. A few examples are shown in the list below, and you can experiment to find other symbols.
    Note: To see all the codes, go to the Alt Codes List in Wikipedia.
  3. Excel Data Validation Tips and Troubleshooting (31)

  4. Press Enter, and enter other symbols in the cells below. In the list shown above, the Alt key was used with numbers 30, 29 and 31, to create a list with up and down arrows, and a two-headed arrow.

To create a drop down list with the symbols:

  1. Select the cell where you want the drop down list
  2. On the Ribbon's Data tab, click Data Validation
  3. From the Allow drop down, select List
  4. Click in the Source box, and on the worksheet, select the cells with the list of symbols, then click OK

You can open the drop down list with either the mouse or the keyboard, and you can scroll through the list with a mouse or keyboard shortcuts.

Show the Drop Down List

  • Mouse: Click the cell's arrow
  • Keyboard: Press Alt + Down Arrow

Scroll Through the List Items

Mouse
  • Press the arrows at the top or bottom of the scroll bar, for continuous scrolling
  • Click the arrows at the top or bottom of the scroll bar, to scroll one item at a time
  • Drag the scroll box up or down
  • Click above or below the scroll box, to move up or down one page
  • Press above or below the scroll box, for continuous page scrolling
Keyboard
  • Press the Up or Down Arrows keys, for continuous scrolling
  • Tap the Up or Down Arrows keys, to scroll one item at a time
  • Tap the Home or End key, to go to the top or bottom of the list
  • Tap the Page Up or Page Down key, to move up or down one page
  • Press the Page Up or Page Down key, for continuous page scrolling

Drop Downs on a Protected Sheet

Cells with drop down lists cannot be changed if:

  • cell is locked
  • sheet is protected

NOTE: In Excel 2000 and earlier versions,

  • You can change the selection in a data validation dropdown, if source list is on the worksheet.
  • If the list is delimited (typed in the data validation dialog box), the selection can't be changed.

Drop Downs and Change Events

In Excel 2000 and later versions, selecting an item from a Data Validation dropdown list will trigger a Change event. This means that code can automatically run after a user selects an item from the list.

To see an example, go to the Sample Worksheets page, and under the Filters heading, find Product List by Category, and download the ProductsList.zip file.

In Excel 97, selecting an item from a Data Validation dropdown list doesnot trigger a Change event, unless the list items have been typed in the Data Validation dialog box. In this version, you can add a button to the worksheet, and run the code by clicking the button. To see an example, go to the Sample Worksheets page, and under the Filters heading, find Product List by Category, and download the ProductsList97.zip file.

Another option in Excel 97 is to use the Calculate event to run the code. To do this, refer to the cell with data validation in a formula on the worksheet, e.g. =MATCH(C3,CategoryList,0). Then, add the filter code to the worksheet's Calculate event. To see an example, go to the Sample Worksheets page, and under the Filters heading, find Product List by Category, and download the ProductsList97Calc.zip file.

Make Drop Down Temporarily Wider

The Data Validation dropdown is the width of the cell that it's in, to a minimum of about 3/4". You could use a SelectionChange event to temporarily widen the column when it's active, then make it narrower when you select a cell in another column.

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For example, with Data Validation cells in column A:

Private Sub Worksheet_SelectionChange(ByVal Target As Range) If Target.Count > 1 Then Exit Sub If Target.Column = 1 Then Target.Columns.ColumnWidth = 20 Else Columns(1).ColumnWidth = 5 End If End Sub 

To add this code to the worksheet:

  1. Right-click on the sheet tab, and choose ViewCode.
  2. Copy the code, and paste it onto the code module.
  3. Change the column reference from 4 to match your worksheet.

Make Drop Down Appear Larger

The font in the data validation drop down list is Tahoma, size 8. There is no setting in Excel to make this font size bigger, so it's easier to read.

If you reduce the zoom setting on a worksheet, the problem is even worse. For example, this screen shot shows the drop down list with a zoom setting of 80%.

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There are a few workarounds that you can use to make the data validation font look larger:

1) Use a macro to show a combo box or listbox

2) Permanently increase the sheet's zoom setting (manually)

3) Temporarily increase the zoom setting with a macro

Use Combo Box or ListBox

To make the data validation items easier to read, you could use programming, with a combo box or listbox, to show the entries. The font in those can be set to any size, and you can also set them to show more than the default 8 items at a time.

Then, when you double-clicks on a data validation cell, the combo box or listbox appears, and you can choose from it. See instructions for adding a combo box, or showing a listbox (can be set for single selection or multiple selection).

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Permanently Change Zoom Setting

If you don't want to use macros to adjust the worksheet's zoom setting, this workaround might do what you need. Thanks to John Culley for suggesting this method.

Here's a screen shot of a drop down list with the zoom level at 100%. In row 2, the cells are formatted with Cambria font, size 12.

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  • To make the drop down list easier to read, adjust the worksheet's zoom to 120%, or another setting that you prefer.
  • Then, to make the rest of the worksheet look "unzoomed", reduce the font size in the worksheet cells, and make the columns narrower

Here's the same worksheet with the zoom level at 120%. The font in row 2 has been reduced from 12 to 10, so it looks about the same size as it did before.

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Temporarily Change Zoom Setting

To make the text appear larger, you can use an event procedure to increase the zoom setting when the cell is selected. (Note: This technique can be a bit jumpy)

There are 3 macro examples below:

-- Zoom when one specific cell is selected

-- Zoom when one of a list of specific cells is selected

-- Zoom when any cell with a data validation list is selected

Excel Data Validation Tips and Troubleshooting (40)

Zoom in when specific cell is selected

If cell A2 has a data validation list, the following code will change the zoom setting to 120% when that cell is selected.

Private Sub Worksheet_SelectionChange(ByVal Target As Range) If Target.Address = "$A$2" Then ActiveWindow.Zoom = 120 Else ActiveWindow.Zoom = 100 End If End Sub 

To add this code to the worksheet:

  1. Right-click on the sheet tab, and choose ViewCode.
  2. Copy the code, and paste it onto the code module.
  3. Change the cell reference from $A$2 to match your worksheet.

Excel Data Validation Tips and Troubleshooting (42)

Zoom in when specific cells are selected

If several cells have a data validation list, the following code will change the zoom setting to 120% when any of those cells are selected. In this example, cells A1, B3 and D9 have data validation.

Private Sub Worksheet_SelectionChange(ByVal Target As Range) If Target.Cells.Count > 1 Then Exit Sub If Intersect(Target, Range("A1,B3,D9")) Is Nothing Then ActiveWindow.Zoom = 100 Else ActiveWindow.Zoom = 120 End If End Sub 

Zoom in when any cell with a data validation list is selected

The following code will change the zoom setting to 120% when any cell with a data validation list is selected.

Private Sub Worksheet_SelectionChange(ByVal Target As Range) Dim lZoom As Long Dim lZoomDV As Long Dim lDVType As Long lZoom = 100 lZoomDV = 120 lDVType = 0 Application.EnableEvents = False On Error Resume Next lDVType = Target.Validation.Type On Error GoTo errHandler If lDVType <> 3 Then With ActiveWindow If .Zoom <> lZoom Then .Zoom = lZoom End If End With Else With ActiveWindow If .Zoom <> lZoomDV Then .Zoom = lZoomDV End If End With End IfexitHandler: Application.EnableEvents = True Exit SuberrHandler: GoTo exitHandlerEnd Sub 

Get the Sample Files

Blank Selected: This sample file shows an example where a blank item is selected when the drop down list opens: Remove Blanks With Dynamic Range Sample File

Invalid Entries Allowed: This workbook has an example where invalid entries can be typed in the cells with drop down lists: Data Validation Invalid Entries Sample File

Drop Down Symbols: This workbook has an example of a drop down list with symbols in the Tahoma font: Data Validation List With Symbols

More Tutorials

Data Validation Basics

Create Dependent Drop Down Lists

Letter Headings in Drop Down List

Data Validation Criteria Examples

Data Validation Tips

Data Validation With Combo Box

FAQs

Why isn't my data validation working in Excel? ›

If data validation isn't working, make sure that: Users are not copying or filling data - Data validation is designed to show messages and prevent invalid entries only when users type data directly in a cell. When data is copied or filled, the messages do not appear.

How do you overcome data validation in Excel? ›

Remove data validation - Select the cell or cells that contain the validation you want to delete, then go to Data > Data Validation and in the data validation dialog press the Clear All button, then click OK .

What tool could you use to ensure only valid and consistent responses are collected in Excel? ›

Data Validation is a very useful Excel tool. It often goes unnoticed as Excel users are eager to learn the highs of PivotTables, charts and formulas. It controls what can be input into a cell, to ensure its accuracy and consistency.

How do I fix data validation? ›

If your worksheet is protected, then the Data Validation option isn't available. In the Ribbon, select Review, Protect > Unprotect Sheet to remove the protection. This enables Data Validation.

What are the disadvantages of data validation in Excel? ›

Changing Needs: One of the most significant disadvantages of data validation is that data must be re-validated once specific changes to the data are made. As new data types and inputs are added, schema models and mapping documentation will need to be updated.

How do I clean data validation? ›

How to remove data validation in Excel
  1. Select the cell(s) with data validation.
  2. On the Data tab, click the Data Validation button.
  3. On the Settings tab, click the Clear All button, and then click OK.
Apr 5, 2023

How do you reduce validation errors? ›

The perhaps easiest way to lower validation errors is by accepting all common inputs and formats (and then perform any necessary data and formatting harmonization in the back-end).

Which is the best approach to validate data? ›

The best way to ensure the high data quality of your datasets is to perform up-front data validation. Check the accuracy and completeness of collected data before you add it to your data warehouse. This will increase the time you need to integrate new data sources into your data warehouse.

How do I clean up messy data in Excel? ›

Select the "home" option and go to the "editing" group in the ribbon. The "clear" option is available in the group, as shown below. Select the "clear" option and click on the "clear formats" option.

What is the difference between data validation and data verification? ›

In other words, verification may take place as part of a recurring data quality process, whereas validation typically occurs when a record is initially created or updated. Verification plays an especially critical role when data is migrated or merged from outside data sources.

What causes validation error? ›

Validation errors typically occur when a request is malformed -- usually because a field has not been given the correct value type, or the JSON is misformatted.

What are the data validation rules? ›

What data validation rules are. Data validation rules control what constants can be entered into a cell, e.g. any whole number between 0 and 9, or one of several values from another part of the spreadsheet.

What are data validation rules in Excel? ›

Data validation rules allow you to constrain the values that can be entered into a worksheet cell. You can define one or more data validation rules for your worksheet. Typically, you define a separate data validation rule for each column in your worksheet where you need to constrain user entered values.

How do I extend the data validation range in Excel? ›

If you want to extend your data validation, follow these steps.
  1. Highlight where you want to extend it to.
  2. Make sure you have included cells with the data validation.
  3. Click on Data – Data Validation.
  4. You will receive a message that says “ The selection contains some cells without Data Validation settings. ...
  5. Click on Yes.
Oct 15, 2020

What are the challenges of validation? ›

Challenge of validation in requirements engineering
  • Framing the issue of validation in Requirements Engineering.
  • Classification and taxonomy of existing techniques in requirements validation.
  • A validation techniques is intended for a particular area.
  • The combination of validation techniques is essential.

Does validation stop all data entry errors? ›

Data validation is the process of checking the accuracy and quality of data before it is entered into a database or a spreadsheet. Data validation can help you avoid errors, inconsistencies, and duplicates that can affect your analysis and reporting.

What are validation problems? ›

What is problem validation? Problem validation research seeks to provide decision makers with a well understood and clearly articulated customer problem. At GitLab, problem validation encompasses foundational research as well as descriptive and informative research.

What are the 4 critical aspects of validation? ›

Validation determines if assessment tools have produced the intended evidence. Validators must look at the evidence in the sample, and determine if it is valid, reliable, sufficient, current and authentic.

What are the 4 step processes of data validation? ›

The data Validation process consists of four significant steps.
  • Detail Plan. It is the most critical step, to create the proper roadmap for it. ...
  • Validate the Database. This is responsible for ensuring that all the applicable data is present from source to sink. ...
  • Validate Data Formatting. ...
  • Sampling.
Sep 29, 2022

What are the four known data validation strategies? ›

The following are the common Data Validation Types:

Range Check. Format Check. Consistency Check. Uniqueness Check.

How do you avoid duplicates in Data Validation? ›

Go to Excel "Data" tab and click on the Data Validation icon to open the dialog box. On the Settings tab, choose "Custom" from the Allow drop down list and enter =COUNTIF($D:$D,D2)=1 into the Formula box. Here $D:$D are the addresses of the first and the last cells in your column.

How do I remove duplicates from Data Validation list? ›

Now, remove the duplicate values from the list using the Remove Duplicates feature. Highlight the list, and then in the Ribbon, go to Data > Data Tools > Remove Duplicates.

How do you avoid blanks in Data Validation? ›

Select the cells where the data validation is set, and then in the Ribbon, go to Data > Data Tools > Data Validation. This option is available with any validation criteria be it whole number, decimal, list, date, time, text length or a custom format. Make sure Ignore Blank is checked and then click OK.

How can I improve my validation accuracy? ›

Following few thing can be trieds:
  1. Lower the learning rate.
  2. Use of regularization technique.
  3. Make sure each set (train, validation and test) has sufficient samples like 60%, 20%, 20% or 70%, 15%, 15% split for training, validation and test sets respectively.
  4. Perform k-fold cross validation.

How to do accuracy in validation? ›

Accuracy is measured by spiking the sample matrix of interest with a known concentration of analyte standard and analyzing the sample using the “method being validated.” The procedure and calculation for Accuracy (as% recovery) will be varied from matrix to matrix and it will be given in respective study plan or ...

How do you increase the accuracy of a validation set? ›

One of the easiest ways to increase validation accuracy is to add more data. This is especially useful if you don't have many training instances. If you're working on image recognition models, you may consider increasing the diversity of your available dataset by employing data augmentation.

What are the two common ways to validate? ›

The two most common approaches to market validation are:
  • Interview people in the target market, such as the buyer and user personas.
  • Send out surveys to these personas.

What are two ways to validate data? ›

Here are some common data validation rules that check for data integrity and clarity.
  • Data Type. This rule ensures the data being entered has the correct data type as required by the field, for example, text. ...
  • Code Check. ...
  • Range. ...
  • Consistent Expressions. ...
  • Format. ...
  • Uniqueness. ...
  • No Null Values. ...
  • Standards for Formatting.

What are the validation techniques? ›

6 Key Data Validation Techniques to Improve Your Data Quality
  • Source system loopback verification: ...
  • Ongoing source-to-source verification: ...
  • Data-Issue tracking: ...
  • Data certification: ...
  • Statistics collection: ...
  • Workflow management:
Aug 25, 2022

How do I make Excel neater? ›

Five tips to make spreadsheets more professional.
  1. Align text left or right. It's tempting to center the text in some cells, particularly those that serve as headers. ...
  2. Leave the first row and column empty. ...
  3. Remove cell borders. ...
  4. Limit colors. ...
  5. Share your sheets as PDF files.

What is the fastest way to clear cells in Excel? ›

The first way to clear content in Excel is to use the Clear Contents shortcut. To do this, simply select the cells you want to clear, then press the Ctrl + Shift + Del keys on your keyboard. This shortcut will instantly clear the contents of the selected cells.

How do you check data accuracy? ›

Here are some steps you can take when measuring the accuracy and precision of your data:
  1. Collect data. Begin by recording all the data you have for the project or experiment. ...
  2. Determine the average value. ...
  3. Find the percent error. ...
  4. Record the absolute deviations. ...
  5. Calculate the average deviation.
Jun 24, 2022

What is data validation with examples? ›

Data validation means checking the accuracy and quality of source data before using, importing or otherwise processing data. Different types of validation can be performed depending on destination constraints or objectives. Data validation is a form of data cleansing.

Which is better verification or Validation? ›

Verification is a continuous process that begins well in advance of validation processes and runs until the software application is validated and released. The main advantages of the verification are: It acts as a quality gateway at every stage of the software development process.

What are the common mistakes to avoid validation? ›

Common mistakes in concept validation and how to avoid them:
  • Rejecting ideas because they didn't immediately perform well. ...
  • Waiting until you've got full concepts to test. ...
  • Considering the audience as a whole, not as a diverse set of people. ...
  • Forgetting to iterate. ...
  • Choosing the wrong KPIs. ...
  • Choosing the wrong methodology.

Why validation is a difficult process? ›

Validating a development process is not a simple task. One of the problems is that the validation is conceptually complex, because it refers to a wide scale of questions, very often subjective.

What is the most difficult input error to validate? ›

The most difficult input error to validate is an empty read. An input validation loop is sometimes called an error handler.

What are the 3 validation rules? ›

Validation rule and validation text examples

Value must be zero or greater. You must enter a positive number. Value must be either 0 or greater than 100.

What are the 3 ways to use validation rules? ›

Use Case of Validation Rules:
  • To limit the number of characters a user is allowed to input. Use case: To notify a user the phone number they entered is invalid.
  • To make sure data is not greater than what is entered. Use case: If a future date is not allowed.
  • To make sure data matches in two different fields.

Why is my data validation drop down arrow not showing in Excel? ›

Click on the cell that is right for the top cell of the drop-down list, then select Insert, then select Symbols and select an arrow mark under wings from the drop-down list as represented in the below image, then click on Insert and close the pop-up window.

Why is my data validation tab not showing in Excel? ›

Click the Data drop down menu under Menus tab; Click the Data Validation item; Then you will view the. Data Validation button.

How do you fix Excel this value doesn t match the data validation restrictions defined for this cell? ›

Click on the cell. Select Data ribbon. Select Data validation -> Data validation. Check what validation has been set for the cell.

Why is the drop down option not working in Excel? ›

The drop-down list may not work if the workbook/worksheet is corrupted. The in-cell dropdown option is checked by default. If this option is unchecked then the drop-down list may disappear. If you are using an older version of Excel then the dropdown list may not work.

Why are my up and down arrows not working in Excel? ›

To use the arrow keys to move between cells, you must turn SCROLL LOCK off. To do that, press the Scroll Lock key (labeled as ScrLk) on your keyboard. If your keyboard doesn't include this key, you can turn off SCROLL LOCK by using the On-Screen Keyboard.

How do you fix this value doesn't match the Data Validation? ›

2: Input Message
  1. Choose the cell in which you are getting data validation error.
  2. Now go to the Data tab and click on the “data validation” icon from the “data tools” group.
  3. In the opened data validation window switch to the Input Message tab.
  4. make a check across the 'Show input message when the cell is selected' option.

How do I unlock restricted values in Excel? ›

You can also press Ctrl+Shift+F or Ctrl+1. In the Format Cells popup, in the Protection tab, uncheck the Locked box and then click OK. This unlocks all the cells on the worksheet when you protect the worksheet.

References

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