A CNN-LSTM-Based Model to Forecast Stock Prices

Table 1

Partial sample data.

Date	Opening price	Highest price	Lowest price	Closing price	Volume (share)	Turnover (RMB)	Ups and downs	Change (%)
1991/7/1	136.64	138.62	136.56	136.85	2294000	12469884	−0.71	−0.5161
1991/7/2	135.91	135.96	135.69	135.96	283800	3794100	−0.89	−0.6503
1991/7/3	135.28	135.96	134.98	135.27	271500	1818504	−0.69	−0.5075
1991/7/4	136.63	136.63	134.19	136.63	1339400	8095138	1.36	1.0054
1991/7/5	136.01	137.68	135.9	135.96	1454000	9394861	−0.67	−0.4904