-
For Original_dataset: (Data set will be available after paper publication. Thank you for your patience.) (1) is at the OriginalDataSet: including January 2015 to May 2019 financial news dataset and the total number are 169,000. In addition, this dataset are only including the url of each news. (2) Pro-processing : go to : Text-mining-for-trade/code to get Eastmoney company News/ run files: a. First_fromUrlGetNewsToTxt.py b. Second_TxtToCSV c. Third_newsTofindCompanyCode.py d. fourth_getStockOfMonth_week
moreover, summarizeContent.py is to use the text summarization method -
For prediction model: run Text-mining-for-trade/train/train.py file, and change the parameters, to train the different models
-
there is a example dataset shown on Text-mining-for-trade/code to get Eastmoney company News/dongfangcaifuAllcsv.rar