Consulting Consulting
Consulting Finance General
Login Sign up for free Sign up for free
Consulting Finance General
Community
Meeting Board
Consulting Q&A
Interview Partner
Premium Membership
Coaching
Coaches
Coaching Packages
Consulting Q&A
Resources
Case Interview Basics
Case Library
AI Casebot
Tests & Guides
Mental Math Tool
Stress Questions
Drills
Video Tutorials
Brainteaser
Career
Employers
Career Events
Consulting Jobs
Consulting Blog
Sign up for free
Login
Community
Meeting Board
Consulting Q&A
Interview Partner
Premium Membership
Coaching
Coaches
Coaching Packages
Consulting Q&A
Resources
Case Interview Basics
Case Library
AI Casebot
Tests & Guides
Mental Math Tool
Stress Questions
Drills
Video Tutorials
Brainteaser
Career
Employers
Career Events
Consulting Jobs
Consulting Blog
Schedule mock interviews on the Meeting Board, join the latest community discussions in our Consulting Q&A and find like-minded Interview Partners to connect and practice with!
Meeting Board
Consulting Q&A
Interview Partner
Premium Membership
Back to overview
Anonymous A
on Sep 27, 2017
Global
I want to receive updates regarding this question via email.

How to estimate the number of taxis in Köln ?

How to estimate the number of taxis in Köln? Given that the number of residents in Koln is 1M.    

Thanks!

3
10.5k
24
Write an answer
Be the first to answer!
Nobody has responded to this question yet.
Top answer
Andrea
on Sep 27, 2017

Hi, I would estimate this way. I hope it helps. 

- (N° of residents * % residents no driving license * % residents no car * % residents no public transport) * N° drive over year  / AVG N° of passages each taxi

- N° of residents = 1M

- % residents no driving license = 1/2 (I am assuming 4 clusters of people (0-20years old; 21-40 years old; 41-60 years old and +61 years old) and I exclude 0-20 (too young) and +61 (too old))  

- % residents no car = 50% (I am assuming that in a normal family, like mine, we have 1 car every two people

- % residents prefer taxi than public transport = 50% (I am assuming two segments: the one who takes taxi and the one who takes public transport) 

- N° drive over year = 1 (1 drive each week) * 52 weeks = 52 (round to 50 for simplicity)

- THEREFORE, the upper part is = 1M * 0.5 * 0.5 * 0.5 * 50 = 6250K people (market demand)

- AVG N° of passages each taxi = AVG time each drive * AVG n° people each drive * Daily working hours * 310 (day in a year, 365 - 52 weeks (1 free day a week) = 312, but 310 for simplicity)  

- Daily working hours = 8 h 

- AVG time each drive = 20 min = 1/3 h 

- AVG n° people each drive = 2

- THEREFORE, the lower part equals to = 8 * 3 * 2 * 360 = 48 * 310 = 14880 (I will round it to 15K)

- THEREFORE, to serve 6250K potential customers, given that a single taxi can serve 15K of them daily) = 6250K / 15K = roughly 415 taxis

7
1 comment
Dana
on Feb 09, 2021
Isn't 1 drive per week a small number?
Jonas
on Sep 27, 2017

Number of residents(1M) * avg taxi rides per residents per month (1)= total demand of rides (1M)

avg. rides per taxi in one 8h shift (15)* 2 shifts per day * 30 days per month = total rides offererd (900)

1m/900 = 1111 or 1100 taxis in Cologne

6
0 comments
Anonymous B
on Sep 27, 2017

[Pop Koln] * [% adult] * [% drivers license] * [% work] * [% work in transportation] * [% work in people transportation] * [% work for taxi company] * [1/# people operating under the same taxi]

1
0 comments
Sign up for free to read all answers.
Sign up for free to read all answers.
Yes, I would like to be informed about new content, exciting jobs, relevant events, and selected employers.
By creating an account, I confirm that I agree to PrepLounge's Terms of Use. Please read our Privacy Policy.
Sign up with
You already have an account? Log in here.
Similar Questions
Consulting
How to avoid excessive detail when market sizing?
on Apr 24, 2025
Global
5
300+
Top answer by
Daniel
Coach
Ex-McKinsey, Bain & Kearney | 5+ yrs consulting, coaching & interviewing | 95%+ candidate success
11
5 Answers
300+ Views
+2
Consulting
How many primary teachers are there per 28 students
on Jun 06, 2024
Global
6
1.1k
Top answer by
Pedro
Coach
Bain | EY-Parthenon | Former Principal | 1.5h session | 30% discount 1st session
32
6 Answers
1.1k Views
+3
Consulting
I got a take-home case from a company. It is so generic. How should I approach this?
on Sep 28, 2024
Global
6
2.0k
Top answer by
Florian
Coach
1400 5-star reviews across platforms | 600+ offers | Highest-rated case book on Amazon | Uni lecturer in US, Asia, EU
58
6 Answers
2.0k Views
+3
Related Article
Market Sizing
Questions about market size are frequently asked in case interviews in consulting because they require a blend of logic, mathematics, and common sense. They can be asked as standalone questions or as part of a larger case. Applicants who are familiar with market sizing questions can really perform here. What Are Market Sizing Cases?If you're applying to top consulting firms like McKinsey, BCG, or Bain, you're unlikely to escape a market estimation case. Market sizing cases are considered "back-of-the-envelope" calculations because they can be done on the back of an envelope. Despite the name, it's not just about estimating market sizes; other estimations may also be asked for.For example, if you're discussing a British clothing retailer's growth strategy, you could calculate on an envelope how large the online clothing market is and what percentage of the market the retailer already penetrates. If you perform these calculations quickly, the conversation with the client stays fluid, leaving a good impression.You can receive the question about market size as a standalone case (although this is less common) or as part of a more comprehensive problem, such as market entry. The good news: There's no right or wrong answer when it comes to the question of market size. The interviewer is less concerned about the specific number you come up with for the market than the approach you took to arrive at that number. Why Are Market Sizing Cases Commonly Used in Consulting Interviews?Market Sizing Cases are used to test your quantitative and logical abilities. The interviewer wants to ascertain whether you work well with numbers and if you can make informed assumptions and deal with ambiguities. Questions about market size aren't just about the size of markets; they also involve other types of estimations, such as the number of golf balls in a jumbo jet. As you may have noticed, math is crucial in tackling these questions since you don't have a calculator to rely on. Most importantly, you need to be comfortable dealing with large numbers like millions and billions as well as percentages. More on that later. How Do You Best Approach Market Sizing Cases?Now that we understand the theory behind Market Sizing Cases and their relevance to your case interview, let's take a closer look at the process.Segmentation – The Key to Market Sizing CasesIf you've done some reading on case interviews before delving into market sizing questions, you might have come across areas where segmentation is necessary. Segmenting data is a crucial skill you must master as both a candidate in a case interview and in your later career as a consultant. Segmentation generally refers to dividing a larger whole into smaller parts or segments. The principle you need to understand to do this correctly is the MECE principle.MECE stands for "mutually exclusive, collectively exhaustive." Simply put, segmenting a group of data according to the MECE principle means forming subgroups that do not overlap but collectively cover the entirety of the data, meaning no data is missing. An example useful for market sizing questions is dividing a country's population into age groups (as different age groups often behave differently).Below is a breakdown into Group 1 in the age range 0 to 14, Group 2 in the age range 15 to 64, and Group 3 for everyone over 65: Note that none of the groups overlap, so no age is counted twice, but also no age is overlooked. Now that the population is correctly segmented, we can treat each group differently. If we had divided the population of the United Kingdom into the aforementioned groups, we could estimate clothing expenditures per person in these groups in online retail. Common sense suggests that expenditures per person in the 0-14 age group are lower than in the 15-64 age group. We can justify this estimation by noting that the majority of 0-14-year-olds do not purchase their clothing online. 
View article
Related Case
Expert case by
Ian
Based on Bain 1st Round Case (2023): Last Mile Delivery
5.0
4.0k times solved
Advanced
Interviewer-led
Open case
Similar Questions
Consulting
How to avoid excessive detail when market sizing?
on Apr 24, 2025
11
5
300+
Consulting
How many primary teachers are there per 28 students
on Jun 06, 2024
32
6
1.1k
Consulting
I got a take-home case from a company. It is so generic. How should I approach this?
on Sep 28, 2024
58
6
2.0k
Everything for Your Career
  • Interview Coaching
  • Q&A
  • Interview Partner
  • Mental Math Tool
  • Interview Drills
  • Stress Questions
  • Blog
Everything for Your Career
  • Interview Coaching
  • Q&A
  • Interview Partner
  • Mental Math Tool
  • Interview Drills
  • Stress Questions
  • Blog
Popular in Consulting
  • Case Library
  • Meeting Board
  • Case Partner
  • Case Interview Basics
  • Case Interview
  • Consulting Q&A
Popular in Finance
  • Finance Q&A
  • Interview in Investment Banking
  • Investment Banking Salaries
Popular in Consulting
  • Case Library
  • Meeting Board
  • Case Partner
  • Case Interview Basics
  • Case Interview
  • Consulting Q&A
Popular in Finance
  • Finance Q&A
  • Interview in Investment Banking
  • Investment Banking Salaries
Consulting and Finance Employers
  • RWE Consulting
  • Whiteshield Advisory
  • All Employers »
About PrepLounge
  • For Companies
  • For Universities
  • For Coaches
  • About Us
  • Career
  • FAQ
© 2012 PrepLounge
Our servers are powered by electricity from renewable sources.
  • Cookies & Privacy
  • Terms & Conditions
  • Imprint
  • Sitemap
  • Contact
How likely are you to recommend us to a friend or fellow student?
0
1
2
3
4
5
6
7
8
9
10
0 = Not likely
10 = Very likely
Submit feedback
Thanks for your feedback! Your opinion helps us make PrepLounge even better.
Close Close and keep on prepping
Want to leave already?
After your registration you have free access to:
12 mock interviews with peers
360.000+ peers in our community
36 exercises (incl. structuring drills, mental math, brainteasers and more)
Video tutorials
Video case solutions
Sign up for free
Questions or Feedback?
Select category
  • Select category
  • General Feedback
  • Case Interview Preparation
  • Coaching
  • Technical Problems
  • Other
Your name
Your email address
Cancel