Introduction to DuckDBWhy Use DuckDB?High-Performance Analytical QueriesVersatile Integration and Ease of Use Across Multiple Programming LanguagesOpen SourceA Quick Look at DuckDBLoading Data into DuckDBInserting a RecordQuerying a TablePerforming AggregationJoining TablesReading Data from pandasWhy DuckDB Is More EfficientExecution SpeedMemory UsageSummary