LESSON 190 OF 410 · NESTED LOOPS

Top K Brands V5 - Filter by Product in Python

Practice

The full catalog covers many products. Filter to one product first, then rank the top k brands that sell it, using v4's repeated search on the filtered lists.

You start with:

products = ["Laptop", "Phone", "Laptop", "Tablet", "Phone", "Laptop"]
brands = ["TechPro", "MegaCorp", "NeoByte", "Quantum", "Zenith", "AlphaTech"]
ratings = [4, 5, 5, 3, 4, 4]
target = "Laptop"
k = 2

Build:

1. NeoByte (5)
2. TechPro (4)

Rules:

Filter: copy the brand and the rating of every row whose product equals target into two new lists, keeping the order.
From the filtered lists pick the top k by rating, highest first, with v4's repeated search. Ties go to the entry listed first.
If fewer than k products match, list only those that exist: when no brand is left, add no more lines (no extra lines, no error).
Each line is "rank. Brand (rating)", starting at rank 1.
Join the lines with "\n" and store the text in output (the site prints it for you).

Build filtered_brands and filtered_ratings first: a loop over the catalog that copies the row when products[i] == target.

Then run v4's repeated search over the filtered lists (same code, new names).

If fewer than k products match, some round finds nobody (best_index stays -1): add a line only when a brand was found.

products = ["Laptop", "Phone", "Laptop", "Tablet", "Phone", "Laptop"]
brands = ["TechPro", "MegaCorp", "NeoByte", "Quantum", "Zenith", "AlphaTech"]
ratings = [4, 5, 5, 3, 4, 4]
target = "Laptop"
k = 2

filtered_brands = []
filtered_ratings = []
for i in range(len(products)):
    if products[i] == target:
        filtered_brands.append(brands[i])
        filtered_ratings.append(ratings[i])
used = [False] * len(filtered_ratings)
lines = []
for rank in range(1, k + 1):
    best_index = -1
    for i in range(len(filtered_ratings)):
        if not used[i]:
            if best_index == -1 or filtered_ratings[i] > filtered_ratings[best_index]:
                best_index = i
    if best_index != -1:
        used[best_index] = True
        lines.append(str(rank) + ". " + filtered_brands[best_index] + " (" + str(filtered_ratings[best_index]) + ")")
output = "\n".join(lines)

STEP 1 OF 18

Guided

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Top K Brands V5 - Filter by Product in Python

Top K Brands V5 in Python