Machine Learning-Based Decision-Making for Stock Trading: Case Study for Automated Trading in Saudi Stock Exchange

Table 1

Sample of historical Saudi stock exchange data. Stock prices are reported in Saudi Riyal (SAR).

Company name	Ticker ID	Date	Open price	Highest price	Lowest price	Close price	Volume
Sabic	2010	20180101	101.8	102.0	100.8	101.4	4162501
Sabic	2010	20180102	101.4	101.6	100.8	100.9	5639868
Sabic	2010	20180103	101.0	102.0	101.0	101.5	7413881
Jarir	4190	20180101	146.0	146.6	146.0	146.6	5669
Jarir	4190	20180102	146.6	146.6	145.0	145.5	8050
Jarir	4190	20180103	145.4	146.0	145.0	145.3	10371
Alrajhi	1120	20180101	64.6	65.2	64.1	65.0	2788920
Alrajhi	1120	20180102	65.1	65.3	64.6	64.6	2605433
Alrajhi	1120	20180103	64.6	66.3	64.6	65.9	3992279
STC	7010	20180101	68.5	68.5	68.1	68.1	208241
STC	7010	20180102	68.2	68.2	66.9	67.1	178184
STC	7010	20180103	67.5	67.5	66.9	67.4	164584