
Step 1: Apply the inclusion-exclusion principle. The total number of candidates is 41.
Applying the inclusion-exclusion principle:
41 = (Data Analysis) + (Database Handling) + (Coding) − (Data Analysis and Database Handling) − (Data Analysis and Coding) − (Database Handling and Coding) + (Data Analysis, Database Handling, and Coding)
Substitute values from the table:
41 = 12 + 5 + 7 − 2 − 3 − 6 + x.
Step 2: Simplify the equation. Simplify the right side:
41 = 13 + x = => x = 41 − 13 = 5.
Step 3: Analyze constraints. The problem allows x to have multiple values. Testing other scenarios, x can also satisfy conditions when 0 ≤ x ≤ 2.
Final Answer: (1).
Step 1: Formulate the inclusion-exclusion equation. The total applicant count is 41. Applying the inclusion-exclusion principle:
Total Applicants = (Single Field Expertise) + (Two Fields Expertise) + (All Three Fields) + (No Field Expertise).
Based on the data: - Single Field Expertise = 12 + 5 + 7 − (2 + 3 + 6 + x), - Two Fields Expertise = (2 + 3 + 6) − x, - All Three Fields = x.
Step 2: Determine the number of applicants with at least one area of expertise. Insert the values into the inclusion-exclusion equation:
41 = 12 + 5 + 7 − (2 + 3 + 6 + x) + (2 + 3 + 6) − x + x + (No expertise).
Simplify:
41 = (12 + 5 + 7) − (2 + 3 + 6) + (2 + 3 + 6) − x + (No expertise).
41 = 24 + (No expertise).
Step 3: Calculate the number of applicants with no expertise.
No expertise = 41 − 24 = 25.
Final Answer: 25.
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