A Coding Hands-On on FineWeb for Streaming, Filtering, Deduplication, Tokenization, and Large-Scale Web Corpus Analytics
df = df.apply(lambda u: urlparse(u).netloc.replace("www.", "") if isinstance(u, str) else "?") top_domains = df.value_counts().head(15) print("\n--- Top 15 domains in sample...


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