Bain & Company
30+ GV Mantra Interview Questions and Answers
Q1. How many advertisements are running on the yellow line of Delhi metro right now?
The number of advertisements running on the yellow line of Delhi metro is not available.
The exact number of advertisements on the yellow line of Delhi metro is unknown.
Without access to real-time data, it is impossible to determine the current number of advertisements.
The number of advertisements can vary depending on the time and duration of the interview.
It would require direct observation or access to Delhi metro's advertising records to provide an accurate answer.
Q2. What is the difference between where and having clause ?
Where clause is used to filter rows before grouping, while having clause is used to filter groups after grouping.
Where clause is used with SELECT, UPDATE, DELETE statements to filter rows based on a condition.
Having clause is used with GROUP BY statement to filter groups based on a condition.
Where clause is applied before grouping, while having clause is applied after grouping.
Example: SELECT * FROM table_name WHERE column_name = 'value';
Example: SELECT column_name, COUNT(*) ...read more
Q3. How many TV can a new company expect to sell in delhi region
It depends on various factors such as market demand, competition, pricing, marketing strategy, etc.
Market research can provide an estimate of potential sales
Competitive analysis can help in understanding the market share
Pricing strategy can impact the sales volume
Marketing efforts can influence the sales
Sales forecast can be made based on historical data and trends
Q4. How do you like to spend your weekends prior to IIML?
I enjoyed exploring new places, trying new cuisines, and spending time with friends and family.
I loved traveling to different cities and countries
I enjoyed trying out new restaurants and cuisines
I spent time with my friends and family, either by going out or having them over
I also enjoyed reading books and watching movies in my free time
Q5. Estimate the revenue of a museum in a day in a city in Europe?
Estimating the revenue of a museum in a day in a European city.
Consider the average ticket price of the museum
Estimate the number of visitors based on the museum's popularity and capacity
Factor in additional revenue sources like gift shop sales or special exhibitions
Take into account any discounts or promotions offered by the museum
Research similar museums in the city to gather comparative data
Q6. Find 2^1/8 . Estimate the number of arsenal fans in india
The question is irrelevant and unanswerable.
The first part is a mathematical calculation while the second part is a completely unrelated question.
There is no way to estimate the number of Arsenal fans in India based on the given information.
The question may have been asked to test the candidate's ability to handle unexpected or irrelevant questions.
Q7. Predict the number of maternity clinics that a new entrant should be looking to open all across India
The number of maternity clinics a new entrant should open in India depends on various factors such as population, demand, competition, and geographical distribution.
Consider the population of women of childbearing age in different regions of India
Analyze the existing maternity clinic facilities and their capacity in each region
Assess the demand for maternity services in different areas based on birth rates and healthcare indicators
Evaluate the competition from existing matern...read more
Q8. Estimate number of iPhones sold in India in a year.
It is difficult to provide an accurate estimate without specific sales data, but we can make an educated guess based on market trends and previous sales figures.
Consider the overall smartphone market share of Apple in India
Look at historical sales data of iPhones in India
Analyze the impact of new iPhone releases on sales numbers
Take into account any promotional campaigns or discounts offered by Apple in India
Q9. A European telecom giant is planning to enter India. Should they enter?
Yes, the European telecom giant should enter India.
India has a large and growing telecom market with a huge potential customer base.
The Indian government has been implementing policies to attract foreign investment in the telecom sector.
Entering India would provide the European telecom giant with an opportunity to expand its global presence and tap into a new market.
The telecom industry in India has been experiencing significant growth, with increasing smartphone penetration ...read more
Q10. What's a Startup Studio's business model like?
Startup Studios build and launch startups using their own resources and expertise.
Startup Studios provide resources such as funding, office space, and mentorship to startups in exchange for equity.
They typically have a team of experts in various fields such as marketing, product development, and finance to help startups succeed.
Examples of successful startup studios include Betaworks, Science Inc., and Idealab.
Startup Studios may also spin off successful startups as separate ...read more
Q11. Estimate the number of car tyres sold in a day?
The number of car tyres sold in a day can vary greatly depending on factors such as location, season, and economic conditions.
Consider the population of the area - more populated areas may have higher car tyre sales
Take into account the number of vehicles on the road
Factor in the season - winter may see more tyre sales due to snow and ice
Economic conditions can also impact sales - during a recession, sales may be lower
Look at data from tyre manufacturers and retailers for mor...read more
Q12. Different types of ML models, how they work, differences among them. Types of performance metrics, pros and cons of them, etc.
Different types of ML models, how they work, differences among them, types of performance metrics, pros and cons.
Types of ML models include linear regression, decision trees, support vector machines, neural networks, etc.
ML models work by learning patterns from data to make predictions or decisions.
Differences among models include complexity, interpretability, scalability, and performance.
Performance metrics for ML models include accuracy, precision, recall, F1 score, ROC cur...read more
Q13. No of fans sold in india annually
The number of fans sold in India annually varies depending on market demand and economic factors.
Sales of fans in India are influenced by factors such as population growth, urbanization, and disposable income levels.
Major fan manufacturers in India include companies like Orient Electric, Crompton Greaves, and Usha International.
The demand for energy-efficient fans has been increasing in recent years due to rising awareness about sustainability.
Government initiatives promoting...read more
Q14. Estimate number of ACs sold in Shimla
Estimating the number of ACs sold in Shimla requires analyzing market trends, population demographics, and sales data from retailers.
Research market trends and consumer preferences in Shimla
Analyze population demographics to understand potential demand for ACs
Collect sales data from retailers in Shimla to estimate the number of ACs sold
Consider factors like climate, income levels, and competition in the AC market
Use statistical methods like regression analysis to make an accu...read more
Q15. One guesstimate to calculate crocin pills consumption for year 2020
Crocin pills consumption for 2020 guesstimate
Analyze past year's sales data
Consider population growth and health trends
Factor in any major health crises or events
Consult with industry experts
Consider marketing and advertising efforts
Assess competition and market share
Consider any changes in pricing or availability
Q16. NO. OF BICYCLES SOLD IN DELHI?
The number of bicycles sold in Delhi is not available.
Data on the number of bicycles sold in Delhi is not provided
It would require access to sales data from bicycle retailers in Delhi
Market research or government statistics may have this information
Q17. Guesstimate - How many red cars are purchased in Delhi?
It is estimated that around 20% of cars in Delhi are red, so approximately 1 out of every 5 cars is red.
Consider the total number of cars in Delhi
Estimate the percentage of cars that are red
Calculate the number of red cars based on the percentage
Q18. Guesstimate on cars in Delhi city
There are approximately 10 million cars in Delhi city.
Delhi has a population of over 18 million people
Car ownership is increasing rapidly in India
Traffic congestion is a major issue in Delhi
Government is promoting public transportation to reduce car usage
Q19. What is z test
Z test is a statistical test used to determine if there is a significant difference between the means of two groups.
Z test is used when the sample size is large and the population standard deviation is known.
It compares the means of two groups by calculating the z-score and determining the probability of obtaining that result by chance.
The z-score is calculated as the difference between the sample mean and the population mean divided by the standard error of the mean.
For exam...read more
Q20. Difference between R squared and adjusted R squared
R squared measures the proportion of variance explained by the independent variables, while adjusted R squared adjusts for the number of predictors in the model.
R squared is the proportion of variance in the dependent variable that is predictable from the independent variables.
Adjusted R squared penalizes the addition of unnecessary predictors in the model, providing a more accurate measure of the model's goodness of fit.
R squared can increase even with the addition of irrele...read more
Q21. Guestimate - number of anu malik music CDs sold in 1995
Approximately 1 million Anu Malik music CDs were sold in 1995.
Anu Malik was a popular music composer in the 90s
CDs were the primary mode of music distribution in 1995
Assuming Anu Malik's popularity, 1 million CDs sold seems reasonable
Q22. Guesstimate of total contribution of foreign traveller in Indian economy
Foreign travelers contribute significantly to the Indian economy through spending on accommodation, transportation, shopping, dining, and attractions.
Foreign travelers contribute to the Indian economy through spending on accommodation, transportation, shopping, dining, and attractions.
Tourism sector accounts for a significant portion of India's GDP and job creation.
Foreign exchange earnings from tourism play a crucial role in balancing India's trade deficit.
Government policie...read more
Q23. Square of 35
The square of 35 is 1225.
To find the square of a number, you multiply it by itself.
35 x 35 = 1225
The square of a number is always positive.
Q24. Estimate the number of cricket bats in delhi ncr.
Estimating the number of cricket bats in Delhi NCR involves considering factors like population, cricket popularity, and sports equipment stores.
Consider the population of Delhi NCR and the popularity of cricket in the region.
Look at the number of sports equipment stores in Delhi NCR that sell cricket bats.
Factor in the frequency of cricket matches and players in the area.
Estimate based on previous sales data or surveys conducted in the region.
Q25. Swuare root of 13
The square root of 13 is approximately 3.60555.
The square root of a number is the value that, when multiplied by itself, gives the original number.
The square root of 13 can be estimated by finding the square roots of nearby perfect squares (e.g. 9 and 16) and interpolating.
The exact value of the square root of 13 is an irrational number that goes on infinitely without repeating.
The square root of 13 can be written as √13 or 13^(1/2).
Q26. Guesstimate market size of coffee
The global coffee market size is estimated to be around $102.15 billion in 2020.
The coffee industry includes coffee shops, cafes, and retail sales of coffee beans and grounds.
The market size is influenced by factors such as consumer preferences, demographics, and economic conditions.
The largest coffee consuming countries are the United States, Brazil, and Germany.
The market is expected to grow at a CAGR of 4.2% from 2021 to 2028.
The pandemic has affected the coffee market, wi...read more
Q27. measure time by burning rope puzzle
Burning rope puzzle involves measuring time by burning ropes of different lengths.
Start by lighting one end of a rope and timing how long it takes to burn completely.
Use this information to determine how to measure a specific amount of time using multiple ropes.
For example, if one rope takes 30 minutes to burn completely, you can use it to measure 15 minutes by burning only half of it.
Q28. Case - increase Starbucks sales in India
Increase Starbucks sales in India case
Conduct market research to understand local preferences and culture
Develop a menu that caters to Indian tastes, such as adding more tea-based drinks
Partner with local businesses and influencers to increase brand awareness
Offer promotions and discounts to attract new customers
Expand store locations to reach more customers in different regions
Q29. guesstimates on number of ladders in city
Estimating the number of ladders in a city based on population, number of households, and common usage scenarios.
Consider the population of the city and the number of households as a starting point
Factor in common usage scenarios where ladders are needed such as construction sites, maintenance work, and home improvement projects
Look at the types of buildings in the city - residential, commercial, industrial - and estimate the need for ladders in each sector
Q30. Guesstimate - Size of mattresses market in Delhi?
The size of the mattresses market in Delhi can be estimated by considering the population, average household size, and consumer preferences.
Consider the population of Delhi and the average household size to estimate the number of households in need of mattresses
Research the average spending on mattresses per household in Delhi
Take into account the various types of mattresses available in the market and their respective market shares
Look at the growth trends in the furniture a...read more
Q31. Guesstimates market sizing
Estimate the size of the market by making educated guesses based on available information
Start by identifying the total population or target demographic
Estimate the percentage of the population that would be interested in the product or service
Consider factors such as market trends, competition, and potential growth opportunities
Use industry reports, surveys, and data analysis to support your estimates
Q32. how to earn money
Earn money by working, investing, starting a business, or providing services.
Work a job or freelance to earn a salary or hourly wage
Invest in stocks, real estate, or other assets to generate passive income
Start a business and sell products or services to make a profit
Provide services such as tutoring, consulting, or freelancing for a fee
Q33. What is orchestrator?
Orchestrator is a centralized platform for managing, monitoring, and controlling RPA processes.
Centralized platform for managing RPA processes
Allows scheduling and monitoring of bots
Provides analytics and reporting capabilities
Enables integration with other systems and applications
Q34. Design a uber data model
Uber data model design for efficient storage and retrieval of ride-related information.
Create tables for users, drivers, rides, payments, and ratings
Include attributes like user_id, driver_id, ride_id, payment_id, rating_id, timestamp, location, fare, etc.
Establish relationships between tables using foreign keys
Implement indexing for faster query performance
Q35. Lifecycle hooks of Angular
Angular lifecycle hooks are methods that allow you to tap into specific points in a component's lifecycle.
ngOnChanges: called when an input property changes
ngOnInit: called once the component is initialized
ngDoCheck: called during every change detection run
ngAfterContentInit: called after content (ng-content) has been projected into the component
ngAfterContentChecked: called after every check of the projected content
ngAfterViewInit: called after the component's view has been ...read more
Q36. What is Ocr engine?
OCR engine stands for Optical Character Recognition engine, which is a technology used to convert different types of documents, such as scanned paper documents, PDF files, or images captured by a digital camera, into editable and searchable data.
OCR engine uses algorithms to recognize text within images or scanned documents.
It can extract text from various sources like printed documents, handwriting, or even text within images.
Popular OCR engines include Tesseract, Abbyy Fine...read more
Q37. No of atms in india
There are approximately 200,000 ATMs in India.
As of 2021, there are around 200,000 ATMs in India.
ATM penetration in India is increasing rapidly due to digitalization and financial inclusion efforts.
Major banks like State Bank of India, HDFC Bank, and ICICI Bank have a large network of ATMs across the country.
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