SWITCH function in Power BI - Real Business Scenario

Scenario Mode

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

📋 Request: Your manager wants a report that categorizes each product's sales performance into 'Low', 'Medium', or 'High' based on total sales amount.

📊 Data: You have a sales data table with columns: ProductID, ProductName, SalesAmount.

🎯 Deliverable: Create a new calculated column using the SWITCH function to classify sales performance and build a simple table visual showing ProductName and its Sales Performance category.

Sample Data

ProductID	ProductName	SalesAmount
101	Notebook	1200
102	Pen	300
103	Desk Lamp	800
104	Chair	1500
105	Backpack	400
106	Calculator	1000
107	Stapler	200
108	Whiteboard	1800

1

Step 1: Open Power BI Desktop and load the sales data table.

No formula needed.

Expected Result

Sales data table is loaded and visible in the Fields pane.

2

Step 2: Create a new calculated column named 'Sales Performance' in the sales data table.

Sales Performance = SWITCH(TRUE(), Sales[SalesAmount] < 500, "Low", Sales[SalesAmount] >= 500 && Sales[SalesAmount] < 1500, "Medium", Sales[SalesAmount] >= 1500, "High", "Unknown")

Expected Result

A new column 'Sales Performance' is added with values 'Low', 'Medium', or 'High' based on SalesAmount.

3

Step 3: Create a table visual on the report canvas.

Add 'ProductName' and 'Sales Performance' columns to the table visual.

Expected Result

Table visual shows each product with its sales performance category.

4

Step 4: Format the table visual for readability.

Adjust column widths and apply alternating row colors.

Expected Result

Table is easy to read with clear categories.

Final Result

-----------------------------------
| ProductName | Sales Performance |
-----------------------------------
| Notebook    | Medium            |
| Pen         | Low               |
| Desk Lamp   | Medium            |
| Chair       | High              |
| Backpack    | Low               |
| Calculator  | Medium            |
| Stapler     | Low               |
| Whiteboard  | High              |
-----------------------------------

✓Products with sales below 500 are classified as Low performance.

✓Sales between 500 and 1499 are Medium performance.

✓Sales 1500 and above are High performance.

✓This classification helps quickly identify which products need attention.

Bonus Challenge

Create a measure that counts how many products fall into each sales performance category and display it in a card visual.

Show Hint

Use the COUNTROWS and FILTER functions with the 'Sales Performance' column in your measure.

Practice

1. What does the SWITCH function do in Power BI?

easy

A. It filters rows based on a condition.

B. It creates a new table from existing data.

C. It chooses a result based on matching values or conditions.

D. It sums values in a column.

Solution

1. Step 1: Understand the purpose of SWITCH

   The SWITCH function evaluates an expression and returns a result based on matching values or conditions.

2. Step 2: Compare with other functions

   Unlike filtering or summing, SWITCH simplifies multiple IF conditions into one formula.

3. Final Answer:

   It chooses a result based on matching values or conditions. -> Option C

4. Quick Check:

   SWITCH picks result by matching values [OK]

Hint: Remember: SWITCH picks output based on matching input [OK]

Common Mistakes:

• Confusing SWITCH with filtering functions
• Thinking SWITCH creates tables
• Assuming SWITCH sums values

2. Which of the following is the correct syntax for a basic SWITCH function in DAX?

easy

A. SWITCH(<expression>, <value1>, <value2>, <result1>, <result2>, <else_result>)

B. SWITCH(<value1>, <result1>, <value2>, <result2>, <else_result>)

C. SWITCH(<expression>, <result1>, <value1>, <result2>, <value2>, <else_result>)

D. SWITCH(<expression>, <value1>, <result1>, <value2>, <result2>, <else_result>)

Solution

1. Step 1: Recall SWITCH syntax

   The correct syntax is SWITCH(expression, value1, result1, value2, result2, else_result).

2. Step 2: Check option correctness

   SWITCH(<expression>, <value1>, <result1>, <value2>, <result2>, <else_result>) matches the correct order: expression first, then pairs of value and result, ending with else result.

3. Final Answer:

   SWITCH(<expression>, <value1>, <result1>, <value2>, <result2>, <else_result>) -> Option D

4. Quick Check:

   Correct SWITCH syntax = SWITCH(<expression>, <value1>, <result1>, <value2>, <result2>, <else_result>) [OK]

Hint: Expression first, then value-result pairs, else last [OK]

Common Mistakes:

• Omitting the expression argument
• Swapping values and results
• Placing else_result in the middle

3. Given the DAX measure:

Category Result = SWITCH(
  'Sales'[Category],
  "A", "High",
  "B", "Medium",
  "C", "Low",
  "Unknown"
)

What is the result when 'Sales'[Category] is "B"?

medium

A. "High"

B. "Medium"

C. "Low"

D. "Unknown"

Solution

1. Step 1: Identify the input value

   The input value is 'Sales'[Category] = "B".

2. Step 2: Match input with SWITCH cases

   SWITCH checks "A" -> "High", "B" -> "Medium", "C" -> "Low". Since input is "B", result is "Medium".

3. Final Answer:

   "Medium" -> Option B

4. Quick Check:

   Category "B" returns "Medium" [OK]

Hint: Match input value to cases in order [OK]

Common Mistakes:

• Choosing the first result always
• Confusing value and result pairs
• Ignoring the else result

4. Identify the error in this DAX formula:

Result = SWITCH(
  TRUE(),
  Sales[Amount] > 1000, "High",
  Sales[Amount] > 500, "Medium",
  Sales[Amount] > 100, "Low"
)

medium

A. Missing ELSE result for unmatched conditions.

B. Incorrect use of TRUE() in SWITCH.

C. Conditions should be separated by commas, not line breaks.

D. Sales[Amount] cannot be compared with numbers.

Solution

1. Step 1: Analyze SWITCH with TRUE()

   Using TRUE() allows SWITCH to evaluate conditions in order.

2. Step 2: Check for ELSE result

   No ELSE (default) result is provided, so if none match, result is blank or error.

3. Final Answer:

   Missing ELSE result for unmatched conditions. -> Option A

4. Quick Check:

   Always add ELSE result in SWITCH with TRUE() [OK]

Hint: Add ELSE result to cover all cases [OK]

Common Mistakes:

• Forgetting ELSE result causes blanks
• Thinking TRUE() is invalid in SWITCH
• Misunderstanding condition order

5. You want to create a measure that categorizes sales amount into "Very High" (above 2000), "High" (1001-2000), "Medium" (501-1000), "Low" (1-500), and "No Sales" (0 or less). Which SWITCH formula correctly implements this?

hard

A. SWITCH(TRUE(), Sales[Amount] > 2000, "Very High", Sales[Amount] > 1000, "High", Sales[Amount] > 500, "Medium", Sales[Amount] > 0, "Low", "No Sales")

B. SWITCH(Sales[Amount], >2000, "Very High", >1000, "High", >500, "Medium", >0, "Low", "No Sales")

C. SWITCH(TRUE(), Sales[Amount] >= 2000, "Very High", Sales[Amount] >= 1000, "High", Sales[Amount] >= 500, "Medium", Sales[Amount] >= 1, "Low", "No Sales")

D. SWITCH(TRUE(), Sales[Amount] > 2000, "Very High", Sales[Amount] >= 1000, "High", Sales[Amount] >= 501, "Medium", Sales[Amount] >= 1, "Low", "No Sales")

Solution

1. Step 1: Use SWITCH with TRUE() for condition checks

   Using SWITCH(TRUE(), ...) allows checking conditions in order from highest to lowest.

2. Step 2: Verify condition ranges and order

   SWITCH(TRUE(), Sales[Amount] > 2000, "Very High", Sales[Amount] > 1000, "High", Sales[Amount] > 500, "Medium", Sales[Amount] > 0, "Low", "No Sales") correctly uses > 2000, > 1000, > 500, > 0, then else "No Sales". This covers all ranges without overlap.

3. Step 3: Check other options for errors

   SWITCH(Sales[Amount], >2000, "Very High", >1000, "High", >500, "Medium", >0, "Low", "No Sales") has invalid syntax (cannot use >2000 as value). Options A and D use >= which changes boundaries and may overlap or miss exact ranges.

4. Final Answer:

   SWITCH(TRUE(), Sales[Amount] > 2000, "Very High", Sales[Amount] > 1000, "High", Sales[Amount] > 500, "Medium", Sales[Amount] > 0, "Low", "No Sales") -> Option A

5. Quick Check:

   Use SWITCH(TRUE()) with descending conditions [OK]

Hint: Order conditions from highest to lowest with TRUE() [OK]

Common Mistakes:

• Using invalid syntax for conditions
• Overlapping or missing ranges
• Not using TRUE() for condition checks