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Microsoft Support
support.microsoft.com › en-us › office › standardize-function-81d66554-2d54-40ec-ba83-6437108ee775
STANDARDIZE function - Microsoft Support
The STANDARDIZE function returns a normalized value from a distribution characterized by mean and standard_dev.
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Savant Labs
savantlabs.io › home › a beginner’s guide to standardizing data in excel
STANDARDIZE Function in Excel: A How-to Guide
August 7, 2025 - Learn how the STANDARDIZE function in Excel works, when to use it, and how to avoid common errors. A practical guide to standardizing your data.
Discussions

Formula to standardize address formatting
The post office (USPS) has an API that can be used to verify and clean addresses. More on reddit.com
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April 16, 2024
How to standardize the text function in Excel? - Stack Overflow
=text(5/7/19,[Windows date format]) depends on the computer you are opening the Excel file from. For instance: =text(5/7/19, "mm/dd/yy") works on the company computer because that's how the windows More on stackoverflow.com
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standardization - How to standardize data in Excel? - Cross Validated
I have a large set of variables measured on different scales/units, and want to standardize them to the same scale, with a mean of 0 and standard deviation of 1, so that I can run a PCA on them. I ... More on stats.stackexchange.com
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How can I standardize names?

Ehh this kinda stuff doesn't work well with Excel. You can try playing around with the Fuzzy Lookup/Percentage functions that Microsoft offers as an Add-In but even with that you won't get to 100% of what you need.

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Corporate Finance Institute
corporatefinanceinstitute.com › home › resources › standardize function
STANDARDIZE Function - Excel, Formula, Example, Sample
October 10, 2023 - It will return a normalized value (z-score) based on the mean and standard deviation. A z-score, or standard score, is used for standardizing scores on the same scale by dividing a score’s deviation by the standard deviation in a data set.
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Secoda
secoda.co › learn › understanding-the-excel-standardize-function
Understanding the Excel STANDARDIZE Function | Secoda
August 12, 2024 - This is the syntax for the STANDARDIZE function in Excel. It returns a normalized value (z-score) based on the mean and standard deviation of a distribution.
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Exceljet
exceljet.net › standardize function
Excel STANDARDIZE function | Exceljet
December 2, 2021 - The Excel STANDARDIZE function returns a normalized value (z-score) based on the mean and standard deviation.
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Alteryx
alteryx.com › home › how to standardize data in excel
Standardize and Normalize Data in Excel | Alteryx
March 3, 2025 - Each program has different features that can help normalize data or even hinder it. These are the basic steps in learning how to normalize data in Excel: Determine the standards. Which datasets need to be normalized? How will they be formatted?
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Aampe
aampe.com › blog › how-to-normalize-data-in-excel
Aampe - How to Normalize Data in Excel
This means the data point is 1 standard deviation above the mean. Decimal Scaling Normalization adjusts your data values by moving the decimal point to normalize the dataset. It's useful for rescaling data without distorting differences between the values. The steps are: Determine the maximum absolute value in your dataset (MaxAbsValue). Count the number of digits (d) in MaxAbsValue. Divide each data point (X) by 10^d to shift the decimal point accordingly. An Excel formula reflecting decimal scaling could look like this:
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Wall Street Oasis
wallstreetoasis.com › home › free › learn excel › excel functions › standardize function
STANDARDIZE Function - Z-Score Formula, Examples, How to Use | Wall Street Oasis
November 19, 2024 - The STANDARDIZE function is an Excel Statistical function, also known as the Z-Score, and is a tool to help users normalize a value using the mean and standard deviation.
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Formula Bot
app.formulabot.com › excel › standardize-function
STANDARDIZE Excel Formula - Function, Examples, How to Use
Use the =STANDARDIZE function in Excel to calculate the normalized value of a data point based on its mean and standard deviation.
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Reddit
reddit.com › r/excel › formula to standardize address formatting
r/excel on Reddit: Formula to standardize address formatting
April 16, 2024 -

I get addresses that people manually type in and they are all over the place in terms for formatting. Some people say West some people just use W. Some times the W is in front of the street number like W 1203 Dan Street and it should be “1203 West Dan street”.

You probably get the point. Is there a way a formula can take all the various inputs and create one standard address forma? Doing each by hand right now…

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Microsoft Community
techcommunity.microsoft.com › microsoft community hub › communities › products › microsoft 365 › excel
How to standardize different time formats | Microsoft Community Hub
March 14, 2024 - Hi all, Stuck in a dilemma, unfortunately a report is sent to me with a a date column that has all kind of different formats. Here are the 3 types:Is...
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Rockstar Excel
rockstarexcel.com › home › excel tips blog › how to standardize names in excel
How to Standardize Names in Excel - Rockstar Excel
April 22, 2021 - Standardize names in Excel - convert between first and last names in separate columns, full name in one column, and last name, first name.
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Super User
superuser.com › questions › 1836233 › how-can-i-standardize-a-list-of-excel-instructions-so-that-it-happens-automatica
worksheet function - How can I standardize a list of Excel instructions so that it happens automatically when a file is opened? - Super User
March 22, 2024 - If you are trying Visual Basic (VBA) for the first time, start by using the Record Macro ribbon item under Developer (you might have to first go to file>options>customize ribbon, then click Developer), then follow your steps and finally stop the recorder. It will give you base VBA code to start with which you could then modify (your steps do not seem like any modification would be necessary). NOTE; This is only for desktop Excel, online excel uses office scripts (Automate ribbon) which is not the same.
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Excel Tip
exceltip.com › home › excel functions list
How to use the Excel STANDARDIZE Function
October 20, 2021 - Excel STANDARDIZE function is statistical function which returns the z score for the values in a data. Excel STANDARDIZE function explained here with example
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Parabola
parabola.io › tool › how-to-use-ai-to-automatically-standardize-your-excel-data
Normalize Data In Excel Using AI – Free Template
November 13, 2025 - Automatically standardize your Excel data without writing a single line of code.
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GeeksforGeeks
geeksforgeeks.org › excel › how-to-normalize-data-in-excel
Normalize Data in Excel - GeeksforGeeks
August 21, 2025 - Normalization in Excel scales data to a 0–1 range, ideal for non-Gaussian distributions. Standardization adjusts data to a mean of 0 and standard deviation of 1.
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SpreadsheetWeb
spreadsheetweb.com › home › standardize function
STANDARDIZE Function
July 2, 2020 - The STANDARDIZE Excel function is a Statistical formla that calculates and returns normalized value (z-score) based on the mean and standard deviation of a data set.
Top answer
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So what about:

=TEXT(43592,"mm")&"/"&TEXT(43592,"dd")&"/"&TEXT(43592,"yy")

Or reference a cell where you have put your date.

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Unfortunately I don't think it is possible - see the this link

Quote:

Problem: The value in the date_text argument is not in sync with the system’s date and time settings*

If your system date and time settings follow the mm/dd/yyyy format, then a formula such as =DATEVALUE(“22/6/2000”) will result in a #VALUE! error. But the same formula will display the correct value when the system's date and time is set to dd/mm/yyyy format.

Solution: Make sure that your system’s date and time settings (both Short time and Long time) matches the date format in the date_text argument.

I think the only solution is to make sure that your date is in the valid (i.e. recognised by the system) date format before any other function (like DATEVALUE) is applied.

It will be easy to achieve if your function is simply =text(5/7/19,[Windows date format]). You can reference your cell field (e.g. =[@Date]) and format a given cell using an "universal" date format (the ones that start with * sign).

However, if you are combining =text(5/7/19,[Windows date format]) with some other formula (e.g. when you want to display a full sentence like A very important event happened on 5/7/19) then, unfortunately, cell format won't save you here and we're out of solutions. In such case the end user would need to manually modify the date cell in order to make it recognisable.

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The Bricks
thebricks.com › resources › how-to-standardize-data-in-excel
How to Standardize Data in Excel
November 7, 2025 - In the second column (e.g., column G), list the corresponding correct, standardized term. Write the VLOOKUP Formula: Go back to your main data table. Insert a helper column. If your messy data is in column A starting at A2, your lookup formula would be: ... A2 is the messy value you want to look up. F:G is your mapping table (the two columns you just created). 2 tells Excel to return the value from the second column of your mapping table.