z5732141 - Implemented df.to_dict for better memory management and faster processing.#15
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…intermediate JSON string that could crash when data is large. Spped up the process without serialisation
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Optimised data insertion by using to_dict('records') to avoid the memory overhead of large intermediate JSON strings.
This improves serialisation efficiency and ensures the process scales without crashing (prevents potential crashes when handling large datasets)