Parkinson's Disease (PD) is a chronic progressive neurological disorder that primarily affects motor function, causing symptoms such as tremors, slow movements, muscle stiffness, and imbalance. The purpose of this study was to explore the application of the chip handheld Tai Chi water resistance fitness ball in patients with Parkinson's disease, focusing on its potential for data collection and prevention. Parkinson's disease is a common neurodegenerative disorder in which patients often face problems with reduced movement, balance, and quality of life. In recent years, exercise therapy has been widely recognized as an important means of improving patients' symptoms, among which tai chi exercise has received attention due to its gentle characteristics and the improvement of balance ability. In this study, we designed a 12-week intervention experiment to recruit several Parkinson's patients and use the chip handheld Tai Chi water resistance fitness ball for regular training. The device combines the advantages of water resistance training with the flexibility of Tai chi to provide a safe and effective form of exercise. Through the built-in sensor, real-time monitoring of participants' movement data, including movement frequency, intensity and posture, etc., provides an important basis for the formulation of personalized rehabilitation programs. The results showed that participants experienced significant improvements in areas such as motor ability, balance and quality of life. Data analysis showed that the frequency and intensity of movement of patients gradually increased, and the correctness of movement posture was also improved. In addition, patients' mental health also improved during the intervention, showing the positive impact of exercise on overall health. In summary, the chip handheld Tai Chi Water Resistance Fitness ball provides an innovative solution for the prevention and rehabilitation of Parkinson's disease. Through effective data collection and analysis, the device can not only promote the recovery of physical function of patients, but also help improve their quality of life, and has a wide range of clinical application prospects. Future studies could further explore the effects of the device in patients with different stages of Parkinson's disease, as well as its potential for use in other movement disorders.