Data validation rules in Google Sheets - Real Business Scenario

Scenario Mode

👤 Your Role: You are a sales coordinator at a retail company.

📋 Request: Your manager wants you to create a sales entry sheet that prevents errors by restricting the type of data entered in each column.

📊 Data: You have a table with columns: Date, Product Category, Quantity Sold, and Salesperson. The data will be entered daily by different team members.

🎯 Deliverable: Create a Google Sheets sales entry form with data validation rules to ensure correct and consistent data entry.

Sample Data

Date	Product Category	Quantity Sold	Salesperson
2024-06-01	Electronics	10	Alice
2024-06-01	Clothing	5	Bob
2024-06-02	Home Goods	8	Charlie
2024-06-02	Electronics	7	Alice
2024-06-03	Clothing	12	Bob
2024-06-03	Home Goods	4	Charlie

1

Step 1: Select the Date column cells where data will be entered (e.g., A2:A100).

Go to Data > Data validation. Set Criteria to 'Date' and select 'is valid date'.

Expected Result

Only valid dates can be entered in the Date column. Invalid entries show an error.

2

Step 2: Select the Product Category column cells (e.g., B2:B100).

Go to Data > Data validation. Set Criteria to 'List of items' and enter 'Electronics,Clothing,Home Goods'.

Expected Result

Users can only select one of the three categories from a dropdown list.

3

Step 3: Select the Quantity Sold column cells (e.g., C2:C100).

Go to Data > Data validation. Set Criteria to 'Number' and choose 'is a number greater than or equal to' 1.

Expected Result

Only numbers 1 or greater can be entered. Negative numbers or text are rejected.

4

Step 4: Select the Salesperson column cells (e.g., D2:D100).

Go to Data > Data validation. Set Criteria to 'List from a range' and select a range with salesperson names (e.g., F2:F4 containing Alice, Bob, Charlie).

Expected Result

Users can only select a salesperson from the dropdown list to avoid typos.

5

Step 5: Test the data validation by trying to enter invalid data in each column.

Try entering text in Quantity Sold, an invalid date in Date, a category not in the list, or a salesperson not in the list.

Expected Result

Google Sheets shows an error message and prevents invalid data entry.

Final Result

Date       | Product Category | Quantity Sold | Salesperson
----------------------------------------------------------
2024-06-01 | Electronics      | 10            | Alice
2024-06-01 | Clothing         | 5             | Bob
2024-06-02 | Home Goods       | 8             | Charlie
2024-06-02 | Electronics      | 7             | Alice
2024-06-03 | Clothing         | 12            | Bob
2024-06-03 | Home Goods       | 4             | Charlie

✓Data validation rules help prevent mistakes by restricting input types.

✓Dropdown lists make it easy to select valid categories and salespersons.

✓Validating dates and numbers ensures data consistency and accuracy.

Bonus Challenge

Add a data validation rule to the Quantity Sold column that also limits the maximum quantity to 100.

Show Hint

In Data validation for Quantity Sold, choose 'Number' and set criteria to 'between' 1 and 100.

Practice

1. What is the main purpose of Data validation rules in Google Sheets?

easy

A. To control what users can enter in cells to keep data clean

B. To automatically calculate sums and averages

C. To change the color of cells based on values

D. To create charts from data

Solution

1. Step 1: Understand what data validation does

   Data validation sets rules that limit what users can type or select in cells.

2. Step 2: Compare options to the purpose

   Only To control what users can enter in cells to keep data clean describes controlling user input to keep data clean, which is the main goal.

3. Final Answer:

   To control what users can enter in cells to keep data clean -> Option A

4. Quick Check:

   Data validation = control input [OK]

Hint: Data validation controls input, not calculations or colors [OK]

Common Mistakes:

• Confusing data validation with formulas
• Thinking it changes cell colors
• Assuming it creates charts

2. Which of these is the correct way to set a data validation rule for a cell to only allow numbers between 1 and 10?

easy

A. Select the cell, go to Data > Data validation, choose 'Number' and set 'between' 1 and 10

B. Type =IF(A1>0, "Valid", "Invalid") in the cell

C. Use conditional formatting to highlight numbers between 1 and 10

D. Enter a formula =AND(A1>=1, A1<=10) directly in the cell

Solution

1. Step 1: Identify how to set data validation

   Data validation rules are set via the Data menu, not by typing formulas in cells.

2. Step 2: Match the correct method

   Select the cell, go to Data > Data validation, choose 'Number' and set 'between' 1 and 10 correctly describes using Data > Data validation and setting number between 1 and 10.

3. Final Answer:

   Select the cell, go to Data > Data validation, choose 'Number' and set 'between' 1 and 10 -> Option A

4. Quick Check:

   Data validation set via menu = Select the cell, go to Data > Data validation, choose 'Number' and set 'between' 1 and 10 [OK]

Hint: Set rules via Data menu, not by typing formulas [OK]

Common Mistakes:

• Trying to type validation formulas in cells
• Confusing conditional formatting with validation
• Using formulas that only display text, not restrict input

3. You set a data validation rule on cell A1 to allow only dates after 2023-01-01. What happens if a user tries to enter '2022-12-31'?

medium

A. The entry is accepted without any warning

B. The cell automatically changes the date to 2023-01-02

C. Google Sheets shows an error and prevents the entry

D. The cell highlights the date but allows the entry

Solution

1. Step 1: Understand data validation behavior for invalid input

   When a user enters data that breaks the validation rule, Sheets shows an error and blocks the entry by default.

2. Step 2: Apply this to the date rule

   Since '2022-12-31' is before '2023-01-01', the entry is invalid and will be rejected with an error.

3. Final Answer:

   Google Sheets shows an error and prevents the entry -> Option C

4. Quick Check:

   Invalid input triggers error and blocks entry [OK]

Hint: Invalid input triggers error and blocks entry by default [OK]

Common Mistakes:

• Thinking invalid data is accepted silently
• Assuming automatic correction of invalid data
• Confusing highlighting with blocking input

4. You created a data validation rule to allow only text from a list: 'Apple', 'Banana', 'Cherry'. But users can still enter 'Orange'. What is the likely mistake?

medium

A. The list was entered as plain text in the cell, not as a range or list in validation

B. The validation rule was set to 'Show warning' instead of 'Reject input'

C. The cell was formatted as Number instead of Plain text

D. The sheet was not saved after setting the rule

Solution

1. Step 1: Check validation settings for handling invalid input

   Data validation can either reject invalid input or just show a warning but allow it.

2. Step 2: Identify why 'Orange' is accepted

   If 'Show warning' is selected, invalid entries like 'Orange' are allowed with a warning, explaining the issue.

3. Final Answer:

   The validation rule was set to 'Show warning' instead of 'Reject input' -> Option B

4. Quick Check:

   Show warning allows invalid input [OK]

Hint: Use 'Reject input' to block wrong entries, not just warn [OK]

Common Mistakes:

• Confusing warning with blocking input
• Not checking validation input handling option
• Assuming formatting controls validation

5. You want to create a data validation rule that allows users to select only weekdays (Monday to Friday) from a date picker in cell B2. Which custom formula should you use in the data validation rule?

hard

A. =OR(WEEKDAY(B2) = 1, WEEKDAY(B2) = 7)

B. =B2 >= DATE(2023,1,1)

C. =WEEKDAY(B2) > 5

D. =AND(WEEKDAY(B2) >= 2, WEEKDAY(B2) <= 6)

Solution

1. Step 1: Understand WEEKDAY function output

   WEEKDAY returns 1 for Sunday, 2 for Monday, ..., 7 for Saturday.

2. Step 2: Identify weekdays range

   Weekdays are Monday (2) through Friday (6), so the formula must check if WEEKDAY is between 2 and 6.

3. Step 3: Match formula to condition

   =AND(WEEKDAY(B2) >= 2, WEEKDAY(B2) <= 6) uses =AND(WEEKDAY(B2) >= 2, WEEKDAY(B2) <= 6), which correctly allows only weekdays.

4. Final Answer:

   =AND(WEEKDAY(B2) >= 2, WEEKDAY(B2) <= 6) -> Option D

5. Quick Check:

   Weekdays = WEEKDAY 2 to 6 [OK]

Hint: WEEKDAY 2-6 means Monday to Friday [OK]

Common Mistakes:

• Using wrong WEEKDAY numbers for weekdays
• Allowing weekends by mistake
• Not using AND to check range