Neo4j Import Skill When to Use - Importing CSV, JSON, or Parquet files into Neo4j - Batch-upserting nodes and relationships (UNWIND + CALL IN TRANSACTIONS) - Migrating relational data (SQL → graph) - Bulk-loading large datasets offline (neo4j-admin import) - Choosing between online (Cypher) and offline (admin) import methods - Verifying import completeness (counts, constraints, index states) When NOT to Use - Unstructured docs, PDFs, vector chunks → - Live application writes (MERGE/CREATE in app code) → - neo4j-admin backup/restore/config → - GDS algorithm projection from existing graph → ---…