Data of studio performance using a combined approach

In order to better present a combined approach, that including machine leaning and statistic methods on user-generated content (UGC), we prepared the complete audience data and corresponding stock data of 7 studios, which organizes the full training lists of the specific features selected and used a combined approach model. Data is divided into 80-20% ratio for training and test respectively and accuracy and F1-score used for performance evaluation, which monitors the emotional needs of the audience in real time, and can help managers grasp the interests of the audience accurately.