Application and Analysis of Big Data Analysis in Sports

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Evaluation standard table

X2Fi	X2Fi The closer the value of I is to 1, the better. A value between 3 and 6 indicates that the model is acceptable.
REASON	REASON A region value between 0.07 and 0.09 indicates that the model is acceptable.
REA	REA less than 0.1, the smaller the value, the better.
XFI, CFI, DFI, SFI	XFI, CFI, DFI, SFI the value of is between 0 and 1, and the closer it is to 1, the better.

Five benefits of sports statistics by traditional methods

Dimension	Minimum value	maximum value	average	standard deviation	Question mean
Competitive consciousness	6	80	42.11	11.21	3.52
Sense of cooperation	7	50	37.42	13.42	3.51
Rule awareness	9	30	10.98	3.21	3.11
innovation ability	5	30	18.11	6.26	3.09
Physical and mental health	10	60	12.43	5.11	3.02
Total score	37	250	121.05	39.21	16.25

Artificial neural network statistics five benefits of sports

Dimension	Minimum value	Maximum value	Average	Standard deviation	Question mean
Competitive consciousness	12	70	52.65	14.11	3.76
Sense of cooperation	14	55	41.81	10.53	3.8
Rule awareness	9	30	22.54	6.02	3.75
innovation ability	9	30	22.42	5.78	3.73
Physical and mental health	11	60	15.1	3.85	3.79

The difference of sports quality in different occupations

Occupation	White collar		Retire		Student		Athletes
Factor	M	SD	M	SD	M	SD	M	SD	F	Sig
Competitive consciousness	48.32	17.36	53.56	11.17	56.81	10.18	55.48	7.5	14.61*	0
Sense of cooperation	38.88	12.69	42.41	8.46	44.81	8.05	44.43	5.26	12.34*	0
Rule awareness	20.76	7.44	23.05	4.62	24.22	4.49	23.91	3.15	13.26*	0
Innovation ability	20.83	7.04	22.8	4.85	24.02	4.17	24.04	2.9	11.98*	0
Physical and mental health	13.91	4.6	15.43	3.27	16.25	2.79	16.01	1.83	14.80*	0

The difference of sports quality between different genders

Gender	Male		Female		Male		Female
Factor	M	SD	M	SD	M	SD	M	SD	F	Sig
Competitive consciousness	44.5	16.53	48.9	17.57	53.17	14.51	55.48	7.5	4.96*	0.002
Sense of cooperation	35.83	13.92	38.6	12.78	42.09	10.8	44.43	5.26	6.05*	0
Rule awareness	19	7.42	20.5	7.86	22.81	5.99	23.91	3.15	6.46*	0
Innovation ability	19	7.44	20.85	7.13	22.47	5.89	24.04	2.9	6.29*	0
Physical and mental health	12.88	4.66	13.66	4.93	15.3	3.89	16.01	1.83	7.14*	0

The difference of sports quality in different ages

Age	<18		<45		<60		<90
Factor	M	SD	M	SD	M	SD	M	SD	F	Sig
Competitive consciousness	48.21	17.29	55.81	9.9	55.34	11.62	52.32	14.24	2.70*	0.045
Sense of cooperation	39.21	12.97	44.04	7.99	44.08	8.95	41.53	10.48	2.87*	0.036
Rule awareness	21.08	7.69	23.81	4.62	23.51	5.31	22.44	5.87	2.38	0.069
Innovation ability	21.04	7.08	23.6	4.46	23.79	4.96	22.24	5.73	2.95*	0.032
Physical and mental health	14.06	4.78	16	2.53	15.65	3.45	15.08	3.82	2.68*	0.046