While working with data in Google Sheets and Excel, it is crucial to know how to normalize data. Normalizing data is to make the data fit in a particular range. The Z-score is the most common way of normalizing data in Google Sheets and Excel. This article will discuss ways of normalizing data in Excel and Google Sheets.

**To normalize data in Google Sheets**

Three crucial steps need to be followed while normalizing data in Google Sheets:

**Find the Mean of the data**

Here are the steps to follow:

**1. **Visit the Google account and log in using your email detail (That is, **https://www.google.com/account**).

**2. **From the Google Apps, click on the **Sheets **icon and select the existing Sheet.

**3. **On the data you want to normalize, locate an empty cell and name it **Mean.
**

**4. **Click on the cell next to the one named Mean, and type this formulae **=Average (
**

**5. **Select all the cell that contains your data. For example, **=AVERAGE (A2:A7)
**

**6. **Finally, hit the **Enter **button.

**Find the standard deviation**

Steps:

**1. **Click on the cell below the mean cell, and name it **Standard deviation.
**

**2. **Click on the cell next to the one named **Standard deviation**, and type this formulae **=STDEV (
**

**3. **Select the entire cells that contain your data. For example, **=STDEV (A2:A7)
**

**4. **Finally, hit the **Enter **button.

**Normalize the data**

This is the last step of normalizing your data. By now, the mean and standard deviation of your dataset, go ahead and normalize the dataset.

Steps:

**1. **Select a column and name it **Normalized data.
**

**2. **On the first cell in the Normalized data column, type this formulae **= STANDARDIZE (
**

**3. **Then, select the first cell that contains your data. For example, **= STANDARDIZE (A2,
**

**4. **Next, select the **Mean **of your dataset. For example, **= STANDARDIZE (A2, mean,
**

**5. **Then, select the **standard deviation **of your dataset. For example, **= STANDARDIZE (A2, mean, std deviation)
**

**6. **Finally, hit the **Enter **button.

**7. **Use the dragging tool to apply formulae to all the cells that have the data.

**To normalize data in Excel**

Just like in Google Sheets, Excel involves three steps of normalizing data. They include:

**Calculating mean**

Steps:

**1. **Open the Excel application.

**2.** On the data you want to normalize, locate an empty cell and name it **Mean.
**

**3. **Type this formulae **=Average (. **For example, **=AVERAGE (A2:A7)
**

**4. **Finally, hit the **Enter **button.

**Calculating the standard deviation**

Steps:

**1. **Click on the cell below the mean cell, and name it **Standard deviation.
**

**2. **Click on the cell next to the one named **Standard deviation**, and type this formulae **=STDEV (range of values)**. For example, **=STDEV (A2:A7)
**

**3. **Finally, hit the **Enter **button.

**Normalizing the data**

Steps:

**1. **Select a column and name it **Normalized data.
**

**2. **On the first cell in the Normalized data column, type this formula **= STANDARDIZE (A2, mean, std deviation).
**

**3. **Finally, hit the **Enter **button.

**4. **Use the dragging tool to apply formulae to all the cells that have the data.