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How to estimate the number of taxis in Shanghai City, given the population of 30 million

Many thanks!

Many thanks!

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Hey there, please have a look at below threads for inspiration. Similar question has been solved before in the forum.

Hey there, please have a look at below threads for inspiration. Similar question has been solved before in the forum.

Dear Youjie,

very classy brain teaser / short case teaser ;-)

Like every case it is not about to giving straight the "right" answer. The interviewer wants to see how you structure this little challenge. I.e. which questions and assumptions are you choosing in order to develop step by step a reasonable answer.

E.g.: You could estimate
--> the # of households in shanghai based on the population
--> the # of cars per household and therewith the # of cars in shanghai
--> % of taxis compared to all cars in the city, based on estimation or with a calculation which role taxis play in the mobility infrastructure in the city

Just an example, there is no right and wrong how to tackle this, but there should be a certain logic behind your thought structure ;-)

Hope it helps! Best - Jasper

Dear Youjie,

very classy brain teaser / short case teaser ;-)

Like every case it is not about to giving straight the "right" answer. The interviewer wants to see how you structure this little challenge. I.e. which questions and assumptions are you choosing in order to develop step by step a reasonable answer.

E.g.: You could estimate
--> the # of households in shanghai based on the population
--> the # of cars per household and therewith the # of cars in shanghai
--> % of taxis compared to all cars in the city, based on estimation or with a calculation which role taxis play in the mobility infrastructure in the city

Just an example, there is no right and wrong how to tackle this, but there should be a certain logic behind your thought structure ;-)

Hope it helps! Best - Jasper

Hi Youjie,

I've seen a few posts from you now on market sizing.

I think you're a bit too focused on "the right answer" and not on how to think about market sizing.

Remember, the point of market sizing is to figure out, does the candidate exhibit the ability to:

• Think in a structured way
• Break down a problem by segmenting into logical pieces (i.e. directly positively/negatively correlated with the estimation)
• Make reasonable assumptions
• Communicate clearly and effectively

Are not going to help you unless you truly understand the point of what you're doing!

Hi Youjie,

I've seen a few posts from you now on market sizing.

I think you're a bit too focused on "the right answer" and not on how to think about market sizing.

Remember, the point of market sizing is to figure out, does the candidate exhibit the ability to:

• Think in a structured way
• Break down a problem by segmenting into logical pieces (i.e. directly positively/negatively correlated with the estimation)
• Make reasonable assumptions
• Communicate clearly and effectively

Are not going to help you unless you truly understand the point of what you're doing!

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