Problem Bank
Every problem, one index
The full shelf, arranged the way a serious practice index should be: filter it, sort it, and work it in any order. Difficulty is shown as Easy, Medium, and Hard. The site’s own tiers map onto those names directly, and the mapping is printed rather than hidden: Starter is Easy, Standard is Medium, Advanced is Hard.
A problem is Solved when a scored Case Room run averages at least 3.5 of 5 across the rubric lines, or when a graded data problem is submitted correctly and recorded. That is the same completion the leaderboard counts. Attempted means a scored run exists below that line, and Untouched means nothing has been recorded yet. Sandbox practice is never recorded, so it never changes a state here.
Create a free account and your state on every problem is tracked here. The leaderboard is opt-in and off by default.
Across all members, the shelf is being worked in the open: every row shows the community solve rate, the share of members with a recorded attempt who solved the problem, counted live from the same recorded work the leaderboard recognizes. A problem nobody has attempted yet shows no rate, because there is no honest rate to show.
Problem sets
Ordered paths through the bank for members who want a sequence instead of a shelf. A set is a suggestion, never a lock: every problem in it can be opened on its own.
First Five Cases
The on-ramp. One free case, then the core moves in the order a first month of practice should build them: operations, growth, entry, and defense.
- Harbor Bean Coffee Easy
- Fernholt Plants Easy
- Northwind Outfitters Medium
- Voltpath Charging Medium
- Sable Air Medium
5 problems
Profitability Deep Set
Profitability and its other half, cost. Both profitability cases at full depth, then the two cost cases, where the honest answer is usually the cost that does not go away.
- Harbor Bean Coffee Easy
- Cobalt Air Hard
- Meridian Foods Medium
- Keystone Castings Hard
4 problems
Finance Technical Set
The number-heavy shelf: a deal, an investment decision, and two pricing cases where the arithmetic is the interview.
- Atlas Freight Hard
- Clearline Clinics Hard
- Loopbox Hard
- Copperline Hard
4 problems
Data Starter Set
The opening run of the Data and AI Wing's graded problems, in the order the wing teaches them.
- Revenue by region Easy
- The order total Easy
- Reading the signup chart Easy
- Group and sum in pandas Easy
- Estimate the full week Easy
5 problems
The bank
Showing 33 of 33 problems. Sign in to see your state on each problem.
| Access | Solve rate | ||||
|---|---|---|---|---|---|
| Average order value, written correctly · Data problem | Spreadsheet | Easy | Paid | Sign in to track | No attempts yet |
| Estimate the full week · Data problem | Estimation with data | Easy | Paid | Sign in to track | No attempts yet |
| Fernholt Plants · Manufacturing | Operations | Easy (Starter) | Paid | Sign in to track | No attempts yet |
| Group and sum in pandas · Data problem | Python | Easy | Paid | Sign in to track | No attempts yet |
| Harbor Bean Coffee · Restaurants and retail | Profitability | Easy (Starter) | Free | Sign in to track | No attempts yet |
| Reading the signup chart · Data problem | Chart reading | Easy | Paid | Sign in to track | No attempts yet |
| Revenue by region · Data problem | SQL | Easy | Paid | Sign in to track | No attempts yet |
| The order total · Data problem | Spreadsheet | Easy | Free | Sign in to track | No attempts yet |
| Assemble the top three query · Data problem | SQL | Medium | Paid | Sign in to track | No attempts yet |
| Blended revenue per user · Data problem | Estimation with data | Medium | Paid | Sign in to track | No attempts yet |
| Customers who never ordered · Data problem | SQL | Medium | Paid | Sign in to track | No attempts yet |
| How much did the margin move? · Data problem | Spreadsheet | Medium | Free | Sign in to track | No attempts yet |
| Meridian Foods · Food manufacturing | Cost | Medium (Standard) | Paid | Sign in to track | No attempts yet |
| Northwind Outfitters · Consumer retail | Revenue growth | Medium (Standard) | Paid | Sign in to track | No attempts yet |
| Predict the merge · Data problem | Python | Medium | Paid | Sign in to track | No attempts yet |
| Pulseband · Consumer health devices | Product launch | Medium (Standard) | Paid | Sign in to track | No attempts yet |
| Sable Air · Airlines | Competitive response | Medium (Standard) | Paid | Sign in to track | No attempts yet |
| Voltpath Charging · Energy and transport | Market entry | Medium (Standard) | Paid | Sign in to track | No attempts yet |
| Where the growth came from · Data problem | Chart reading | Medium | Paid | Sign in to track | No attempts yet |
| Arclight Charging · Energy and transport | Product launch | Hard (Advanced) | Paid | Sign in to track | No attempts yet |
| Assemble the pipeline · Data problem | Python | Hard | Paid | Sign in to track | No attempts yet |
| Atlas Freight · Logistics | M&A | Hard (Advanced) | Paid | Sign in to track | No attempts yet |
| Bareleaf · Consumer brands | Revenue growth | Hard (Advanced) | Paid | Sign in to track | No attempts yet |
| Clearline Clinics · Healthcare services | Investment decision | Hard (Advanced) | Paid | Sign in to track | No attempts yet |
| Cobalt Air · Airlines | Profitability | Hard (Advanced) | Paid | Sign in to track | No attempts yet |
| Copperline · Business software | Pricing | Hard (Advanced) | Paid | Sign in to track | No attempts yet |
| Each customer's latest order · Data problem | SQL | Hard | Paid | Sign in to track | No attempts yet |
| From a sample to the quarter · Data problem | Estimation with data | Hard | Paid | Sign in to track | No attempts yet |
| Keystone Castings · Manufacturing | Cost | Hard (Advanced) | Paid | Sign in to track | No attempts yet |
| Loopbox · Subscription software | Pricing | Hard (Advanced) | Paid | Sign in to track | No attempts yet |
| Sum only what was paid · Data problem | Python | Hard | Free | Sign in to track | No attempts yet |
| The channel that loses by winning · Data problem | Chart reading | Hard | Paid | Sign in to track | No attempts yet |
| What a cohort is worth so far · Data problem | Spreadsheet | Hard | Paid | Sign in to track | No attempts yet |