Data Analysis
Last Updated On: Fri Aug 28 2026Data analysis questions require you to extract relevant information, connect quantities, and make a justified calculation or decision. The common formats are caselets, missing-data questions, and data sufficiency questions.
Core calculations
- Total: add all relevant values.
- Average: total / number of observations.
- Percentage: part / whole x 100.
- Percentage change: (new value - old value) / old value x 100.
- Ratio: write comparable quantities in the same unit and simplify.
Caselets
A caselet is a short paragraph containing data, conditions, and relationships instead of a chart. Convert its statements into a small table, list, equation, or diagram before calculating.
- Separate fixed values, totals, and percentage or ratio relationships.
- Use only facts relevant to the question; extra details may be included as distractors.
- Track the base value for every percentage carefully.
Missing data problems
In missing-data questions, one or more values are absent from a table or chart. Reconstruct them using totals, averages, percentages, ratios, or relationships given elsewhere in the data.
- Missing value = total - sum of known values.
- Missing value = average x count - sum of known values.
- Use row totals and column totals independently as a cross-check.
- Do not assume a value unless the relationship makes it unique.
Data sufficiency
Data sufficiency asks whether the statements provide enough information to answer a question. The goal is not always to calculate the answer; decide whether it can be determined uniquely.
- Test statement 1 alone and statement 2 alone before combining them.
- A statement is sufficient only if it produces one definite answer.
- Two statements together are sufficient when each alone is insufficient but their combination determines the answer.
- Use counterexamples to prove that a statement permits more than one answer.
Common answer conventions
- Statement 1 alone is sufficient.
- Statement 2 alone is sufficient.
- Both statements together are sufficient, but neither alone is sufficient.
- Either statement alone is sufficient.
- Even both statements together are insufficient.
How to solve questions
- Read the question first so you know exactly what must be found.
- Organise the given information into values, totals, rates, ratios, or equations.
- Use the simplest relationship that connects the required data.
- For data sufficiency, test each statement separately before combining them.
- Check units, base values, and whether the answer is unique.