The present invention provides a data analysis and prediction apparatus and data analysis and prediction program capable of predicting whether a subject can become a dropout in a CPAP device in the future. SOLUTION: A data processing unit 41 for processing data of a subject transmitted from a CPAP device, and data of a plurality of subjects transmitted from a plurality of CPAP devices are stored in the cloud server 3. A learning unit 42 for learning based on the data of the dropouts who drop out of the treatment by the CPAP device based on the data of the subject stored in the cloud server 3 and generating a neural network from the learning resu An analysis and prediction unit that analyzes the data processed by the data processing unit 41 using a neural network, and predicts, based on the analysis result, whether the subject can become a dropout person of the CPAP device in the future And 43. [Selected figure] Figure 2
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