How do data types affect memory usage in Pandas? What strategies can you use to optimize memory consumption for large datasets?

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Understanding data types and memory optimization is crucial when working with large datasets that might otherwise exceed available memory. Pandas provides several strategies to reduce memory footprint significantly. First, understand how different data types consume memory.