Statistical-Analysis-on-Body-Performance

Statistical Analysis on Body Performance

Data

heres first 10 data point

age	gender	height_cm	weight_kg	body fat_%	diastolic	systolic	gripForce	sit and bend forward_cm	sit-ups counts	broad jump_cm	class
27	M	172.3	75.24	21.3	80	130	54.9	18.4	60	217	C
25	M	165	55.8	15.7	77	126	36.4	16.3	53	229	A
31	M	179.6	78	20.1	92	152	44.8	12	49	181	C
32	M	174.5	71.1	18.4	76	147	41.4	15.2	53	219	B
28	M	173.8	67.7	17.1	70	127	43.5	27.1	45	217	B
36	F	165.4	55.4	22	64	119	23.8	21	27	153	B
42	F	164.5	63.7	32.2	72	135	22.7	0.8	18	146	D
33	M	174.9	77.2	36.9	84	137	45.9	12.3	42	234	B
54	M	166.8	67.5	27.6	85	165	40.4	18.6	34	148	C

Summary

heres basic summary of the data

Statistic	age	gender	height_cm	weight_kg	body.fat_	diastolic	systolic	gripForce	sit.and.bend.forward_cm	sit.ups.counts	broad.jump_cm	class
Min.	21.00	Length:13393	Min. :125.0	Min. : 26.30	Min. : 3.00	Min. : 0.0	Min. : 0.0	Min. : 0.00	Min. :-25.00	Min. : 0.00	Min. : 0.0	Length:13393
1st Qu.	25.00	Class :character	1st Qu.:162.4	1st Qu.: 58.20	1st Qu.:18.00	1st Qu.: 71.0	1st Qu.:120.0	1st Qu.:27.50	1st Qu.: 10.90	1st Qu.:30.00	1st Qu.:162.0	Class :character
Median	32.00	Mode :character	Median :169.2	Median : 67.40	Median :22.80	Median : 79.0	Median :130.0	Median :37.90	Median : 16.20	Median :41.00	Median :193.0	Mode :character
Mean	36.78		Mean :168.6	Mean : 67.45	Mean :23.24	Mean : 78.8	Mean :130.2	Mean :36.96	Mean : 15.21	Mean :39.77	Mean :190.1
3rd Qu.	48.00		3rd Qu.:174.8	3rd Qu.: 75.30	3rd Qu.:28.00	3rd Qu.: 86.0	3rd Qu.:141.0	3rd Qu.:45.20	3rd Qu.: 20.70	3rd Qu.:50.00	3rd Qu.:221.0
Max.	64.00		Max. :193.8	Max. :138.10	Max. :78.40	Max. :156.2	Max. :201.0	Max. :70.50	Max. :213.00	Max. :80.00	Max. :303.0

codes in script.R file