不僅如此，為了增加資料的相容性，我們也會於此同時輸出同一時間的 CSV

不僅如此，為了增加資料的相容性，我們也會於此同時輸出同一時間的 CSV 檔案，方便之後分析人員進行比對及處理。接著為了做出即時的資料視覺化，本研究採用 R 語言與 PowerBI 進行資料處理及分析，將 R 語言連接於 Mongo 資料庫，從資料庫裡面相對應的資料表提取現在最即時的資料，之後再將這些資料做出最即時的資料視覺化，並且將視覺化圖表輸出成圖片保存起來，以利提供最即時的動態資料分析結果與視覺化。

Results (English) 1:

Moreover, in order to increase the compatibility of the information, we will be here while the output CSV file at the same time, the analysts to compare and easy to handle after. Next, in order to make real-time data visualization, this study PowerBI R language and conduct data processing and analysis, the R language Mongo connection to the database, the corresponding table is now the most immediate extraction of information from databases inside, then after these data make the most real-time data visualization, and outputs a visual picture of the chart to save it for the benefit of the most dynamic real-time data analysis and visualization.

Results (English) 2:

In addition, in order to increase data compatibility, we will also output cSV files at the same time at the same time, making it easy for analysts to compare and process them later. In order to make real-time data visualization, the study uses the R language to process and analyze PowerBI, connect the R language to the Mongo database, extract the most real-time data from the corresponding data sheet in the database, and then visualize the data in the most real-time. The visual chart is also output as a picture and saved to provide the most real-time dynamic data analysis results and visualization.

Results (English) 3:

Not only that, in order to increase the data compatibility, we will also output CSV files at the same time for later comparison and processing by analysts. In order to make real-time data visualization, this study uses R language and powerbi for data processing and analysis, connects R language to Mongo database, extracts the most real-time data from the corresponding tables in the database, and then makes the most real-time data visualization for these data, and outputs the visualization chart into pictures for saving The most immediate dynamic data analysis results and visualization.