A lab in Nairobi builds a Swahili pre-training set from a web crawl. Documents ride a conveyor through five gates: strip HTML, keep Swahili, drop spam, remove near-duplicates with MinHash, and redact phone numbers and e-mail addresses. Then skip deduplication, set the threshold far too low, or skip PII redaction. This lesson needs JavaScript.