This study utilizes data acquired from the CosmicWatch (CW) apparatus, encompassing metrics such as pressure, temperature, dead time, and time stamp, to conduct an exhaustive analysis of their respective impacts on muon coincidence events and the apparatus's inherent functionality. The investigation extends to the assessment and rectification of discrepancies inherent in the dataset, employing methods of estimation, while ensuring data fidelity through Gaussian distribution evaluation. Additionally, this study employs various parameters within a consistent methodology to observe the environmental effects on muon detection outcomes.
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