Data Quality Architecture: Threshold 11

Scenario

You are a data professional working with conservation data. Prepare a reliable result from animal_counts for a review.

Question

Design a source-to-report path for animal_counts. Keep records where seen is at least 11, store them in animal_counts_trusted_5, and include an owner and an access rule.

Your task

Inspect the provided data and column names
Design a source-to-report path for animal_counts. Keep records where seen is at least 11, store them in animal_counts_trusted_5, and include an owner and an access rule.
Run your code and compare the result

Quality-Gated ArchitectureData Architecture

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Beginner · Quality Gated Architecture & Data Flow — question 28 of 30

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1. Choose your dataset

Pick an industry and a size. Your code and results change to match.

IndustrySize

📓 DataPro notebookextension-data-architecture-conservation-beginner-data-architecture__conservation__Beginner-26.ipynbFileEditViewRunKernel: Python 3

[md]

Data Quality Architecture: Threshold 11

Design a source-to-report path for animal_counts. Keep records where seen is at least 11, store them in animal_counts_trusted_5, and include an owner and an access rule.

In [1]:

Your code cell is below. Press Check my answer to run the cell — the result appears as Out [1].

python editoranimal_counts

Snippets

💡 Explain my whole code, line by line (hover any word in the editor for a tip)

🌈 In short — no coding words

📂 Opens the "animal_counts" table→✅ Shows you the answer

Altogether: this script runs top to bottom, one line at a time, building up the answer step by step.

Start typing to see suggestions. Press Enter to use one. Red marks show the line to fix. Drag a bottom corner horizontally and vertically to resize.

Type your code here ↓Tap or click inside the box to start

✍️ Tap here to type

Dataset & schema

animal_counts

IndustryDataset size

The tiny starter data. Bigger data scrolls.

Fields

count_id	species	seen
A1	Rhino	4
A2	Lion	7
A3	Rhino	3
A4	Zebra	12

Conservation practice data only.

attempts: 0

▶ Output terminal

$ Press “Check my answer” — results appear here.

Your next steps

Each item turns green when your answer includes it.

5 left

Names the source
Defines the quality rule
Names trusted storage
Defines access
Names governance