Why does a comprehension inside a comprehension create nested lists?
Quick answer
A comprehension inside another comprehension creates nested lists when the outer expression is itself a list. Each time the outer loop runs, it evaluates the inner comprehension and gets a list, then collects those lists into an outer list. The loop clauses run in the same order as equivalent nested loops, so their order also determines how values are grouped and arranged. [S1]
The question, the details, the next step.
A practical checklist
Identify the expression before the outermost
forand ask whether it returns a single value or a list.Write out the equivalent loops if it is unclear when the inner list is created.
Choose the desired final item: a row-list for nested output, or an individual cell for flat output.
Read multiple
forclauses from left to right to check the traversal order.Try a tiny grid with known values and inspect whether row boundaries should be retained.
A few more useful answers
Does every comprehension inside another comprehension create nested lists?
Only when the outer comprehension’s expression produces a list. If that expression produces a single value, the outer result contains those values rather than lists.
Does flattening keep track of which row each value came from?
No. A flat list keeps the traversal order but not explicit row boundaries. Keep the nested structure if those boundaries matter.
What does the Python tutorial illustrate about these patterns?
It illustrates comprehension order, flattening rows, and a nested comprehension that transposes a matrix. These examples show common patterns; they do not establish that one output shape is best for every program. [S1]
Sources
References used for this guide.
- [S1] Python Tutorial: Data Structures — list comprehensions and nested list comprehensions docs.python.org · Checked
