Data AnalyticsFreshers and students

Verbal ability in placement tests: a practice set with explanations

PK
Pankit Kumar
Sr. Data Scientist at Parexel (a Goldman Sachs–backed company) · 27 September 2026 · 4 min read
In this article (5 sections)

Related programme: the Data Analytics with Generative AI course (3–4 months; ₹90,000 (inclusive of GST) · EMI from ₹4,000/month).

The short answer

Verbal ability sections in placement tests check grammar, vocabulary in context, sentence order and reading comprehension. Most wrong answers come from a small number of rules — subject-verb agreement, fixed prepositions, comparatives and tense consistency — so learning those rules and reading daily moves your score more than memorising word lists. Try the ten questions below before reading the answers.

The practice set

Give yourself 12 minutes.

1. Spot the error. Each of the analysts / have submitted / their weekly report / on time. / No error

2. Spot the error. He is senior than me / by two years / but we joined / on the same day. / No error

3. Choose the correct form. The manager asked us to ___ the figures before the review. (a) verified (b) verify (c) verifying (d) verifies

4. Fill in the preposition. She is good ___ explaining complex ideas in simple words. (a) in (b) on (c) at (d) with

5. Vocabulary in context. The report was so terse that the client asked for more detail. Terse means: (a) lengthy (b) brief (c) confusing (d) colourful

6. Arrange the sentences in order. P: Then they check whether the numbers match the source system. Q: First, analysts collect the data from the source. R: Finally, the verified figures go into the report. S: Next, they remove duplicates and fix formats.

7. Idiom. "The vendor cut corners on the data migration." This means the vendor: (a) finished early (b) saved effort by skipping necessary steps (c) reduced the budget openly (d) changed the plan

8. Voice. Convert to passive: "The team completed the analysis on Friday."

Read the passage and answer questions 9 and 10.

A dashboard that updates every hour is not automatically more useful than one that updates weekly. If managers review the numbers only in a Monday meeting, hourly refreshes add cost and create more chances for a broken data feed to show wrong figures without anyone noticing. The right refresh rate depends on how often a decision is actually made, not on how fast the technology allows.

9. What is the main idea of the passage? (a) Hourly dashboards are always wasteful. (b) Refresh frequency should match how often decisions are made. (c) Weekly meetings are better than daily ones. (d) Data feeds break frequently.

10. Which statement can be inferred? (a) The author opposes real-time data in all cases. (b) A team that makes decisions every hour may benefit from hourly refreshes. (c) Managers ignore dashboards. (d) Weekly refreshes never show wrong figures.

Answers and the rule behind each

QAnswerRule
1"have submitted" → "has submitted""Each of" takes a singular verb; the subject is "each", not "analysts".
2"senior than me" → "senior to me"Senior, junior, superior, inferior and prior take "to", not "than".
3(b) verify"Asked us to" is followed by the base form of the verb.
4(c) at"Good at" is a fixed pairing for skills.
5(b) brief"Asked for more detail" tells you the report was too short; terse means brief, often abruptly so.
6Q S P RThe markers First, Next, Then, Finally give the order; check that the meaning also flows.
7(b)To cut corners is to skip necessary steps to save time or money.
8"The analysis was completed by the team on Friday."The object becomes the subject; past simple active becomes "was + past participle".
9(b)The last sentence states the claim; (a) overstates "always".
10(b)If refresh should match decision frequency, hourly decisions justify hourly refreshes. (a) contradicts the passage's condition.

On question 1, some tests also accept "his or her report". Modern usage allows singular "their", but the verb must still be "has".

Rules that produce most errors

Spend your first week on these, with ten examples of each:

  • Subject-verb agreement with "each", "every", "one of", "along with", "as well as", and collective nouns.
  • Fixed prepositions: good at, interested in, capable of, responsible for, comply with, differ from, prefer to.
  • Comparatives: "senior to", "more … than", never "more better".
  • Tense consistency within a sentence, especially in reported speech.
  • Articles: "an hour", "a university", "the" before a specific noun already mentioned.
  • Pronoun case: "between you and me", not "between you and I".

Reading comprehension without panic

Two habits help. First, find the passage's claim — often the last or first sentence — before you look at the options. Second, eliminate options that use absolute words ("always", "never", "all") when the passage used a condition ("depends on", "if"). In the passage above, that single rule removes three wrong options in questions 9 and 10.

For daily practice, read one short piece of analytical writing — a newspaper editorial, a government press release, or a company's annual report summary — and write its main claim in one sentence. After a month you will find the claim faster than you find the options.

Keep an error log by rule

DateQuestion typeMy answerCorrectRule I missed
12 OctError spottingNo error"has"Each of + singular verb

Review the last column every Sunday. If one rule appears three times, drill it for a day.

Some tests also include a short written task, such as an email or paragraph. The same rules apply, and the drafts in first work emails as a fresher show the plain style that reads well to an evaluator. For the numeric sections, pair this with quantitative aptitude practice. Clear written explanation of numbers is also a graded skill in the Data Analyst programme, where every project ends in a written summary.

Frequently asked questions

How do I improve verbal ability for placement tests in one month?

Split the month between grammar rules and reading. Spend the first two weeks on the ten or so rules that produce most errors, such as subject-verb agreement and prepositions, and read one short editorial or report a day throughout. In the last two weeks, take timed mixed sections and log every mistake by rule.

Is verbal ability important for data analyst jobs?

Yes. Apart from being a screening section in many tests, analysts write summaries, emails and dashboard notes every day. A reader who misunderstands your sentence acts on the wrong number.

PK
Pankit Kumar
Lead Instructor, NeuraPath Academy

Pankit Kumar has 10 years in Data Science & AI, building and shipping production systems in regulated pharma and clinical environments. He is a freelance trainer at Boston Institute of Analytics, AnalytixLabs and Scaler, and has taught this material to thousands of working professionals.

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