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In practical applications, coalescing filters often employ algorithms that identify patterns or duplicates within incoming data streams. These algorithms are designed to recognize similarities quickly and determine when to merge data points. For example, in a financial transaction system, multiple transactions from the same user in a short timeframe might be coalesced into a single entry detailing the total amount transacted, rather than recording each transaction separately.


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Moreover, the abundance of natural gas in various regions has made it a more economically viable energy source. Advances in extraction technologies, particularly hydraulic fracturing and horizontal drilling, have significantly increased the supply of natural gas, especially in the United States. This surge in production has not only lowered prices but also decreased reliance on foreign energy sources, contributing to energy independence and enhancing national security.


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