RK	Player Name	Team	Position	G	AB	R	H	2B	3B	HR	BB	SB	CS	RBI	SO
1	Anderson, T	CWS	SS	118	482	78	161	32	0	18	13	17	5	56	105
2	LeMahieu, D	NYY	2B	140	583	108	192	31	2	26	45	5	2	99	88
3	Yelich, C	MIL	RF	130	489	100	161	29	3	44	80	30	2	97	118
4	Marte, K	ARI	CF	144	569	97	187	36	9	32	53	10	2	92	86
5	Rendon, A	WSH	3B	140	530	114	172	43	3	34	70	4	1	120	81
6	Reynolds, B	PIT	LF	132	485	83	154	37	4	16	46	3	2	67	121
7	Blackmon, C	COL	RF	135	561	109	178	42	7	30	36	2	5	82	100
8	McNeil, J	NYM	LF	130	498	82	158	37	1	23	35	5	6	73	75
9	Moncada, Y	CWS	3B	126	490	79	155	33	5	24	40	10	3	77	149
10	Arenado, N	COL	3B	151	571	99	180	31	2	41	59	3	2	118	88
11	Brantley, M	HOU	LF	144	559	87	176	39	2	21	51	3	2	86	65
12	Newman, K	PIT	SS	124	467	57	145	20	5	10	26	15	8	59	58
13	Alberto, H	BAL	2B	135	506	60	157	21	2	12	16	4	4	50	48
14	Devers, R	BOS	3B	150	619	123	190	50	4	31	47	8	8	112	114
15	Gurriel, Y	HOU	1B	139	545	84	166	40	2	30	36	4	3	102	62
16	Bogaerts, X	BOS	SS	149	595	106	181	51	0	32	73	4	2	110	120
17	Cruz, N	MIN	DH	116	439	79	133	24	0	40	55	0	1	105	129
18	Bellinger, C	LAD	RF	151	543	118	164	33	3	46	93	14	5	114	106
19	Martinez, J	BOS	LF	140	550	95	166	33	2	35	69	1	0	99	130
20	Merrifield, W	KC	2B	157	663	102	200	40	9	16	45	19	10	74	123
21	Altuve, J	HOU	2B	119	480	88	144	25	3	30	41	6	5	70	80
22	Polanco, J	MIN	SS	149	616	106	184	40	6	22	60	4	3	78	114
23	Story, T	COL	SS	141	570	107	169	36	5	33	54	21	8	83	164
24	Freeman, F	ATL	1B	155	587	112	174	34	2	38	86	6	3	121	123
25	Albies, O	ATL	2B	155	619	98	183	42	8	23	52	15	4	82	108
26	Marte, S	PIT	CF	132	539	97	159	31	6	23	25	25	6	82	94
27	Rizzo, A	CHC	1B	144	506	89	149	29	3	27	71	5	2	94	85
28	Castellanos, N	CHC	RF	149	606	100	178	58	3	27	41	2	2	73	142
29	Bregman, A	HOU	3B	150	535	117	157	35	2	39	112	5	1	108	81
30	Betts, M	BOS	RF	146	583	132	170	40	5	28	95	15	3	78	100
31	Springer, G	HOU	RF	116	463	91	135	19	3	38	61	5	2	94	111
32	Trout, M	LAA	CF	134	470	110	137	27	2	45	110	11	2	104	120
33	Turner, T	WSH	SS	115	491	88	143	33	5	16	42	34	5	50	105
34	Lindor, F	CLE	SS	137	575	99	167	39	2	31	46	22	5	72	90
35	Fletcher, D	LAA	3B	148	572	82	166	30	4	6	52	8	3	48	60
36	Ramos, W	NYM	C	137	462	52	134	19	0	14	43	1	0	72	69
37	Turner, J	LAD	3B	134	476	80	138	24	0	27	50	2	0	67	88
38	Meadows, A	TB	RF	133	512	80	148	29	7	32	50	12	6	88	127
39	Santana, C	CLE	1B	153	556	109	160	30	1	34	106	4	0	93	101
40	Soto, J	WSH	LF	143	522	107	150	30	5	34	101	12	1	107	126
41	Semien, M	OAK	SS	156	638	120	183	42	7	32	82	10	8	91	101
42	Iglesias, J	CIN	SS	141	485	60	139	19	3	11	17	6	6	55	68
43	Rosario, A	NYM	SS	150	590	72	169	29	7	14	31	18	8	66	121
44	Mancini, T	BAL	RF	148	577	101	165	36	2	34	57	1	0	93	137
45	Wong, K	STL	2B	148	478	61	136	25	4	11	47	24	4	59	83
45	Cabrera, M	DET	1B	132	478	38	136	21	0	10	48	0	0	56	104
47	Torres, G	NYY	SS	140	529	96	150	25	0	38	48	5	2	90	123
48	Santana, D	TEX	2B	124	455	74	129	22	6	26	21	18	6	73	146
49	Rojas, M	MIA	SS	126	456	48	129	29	1	5	32	8	5	45	59
50	Hernandez, C	PHI	2B	153	578	71	163	28	3	12	42	9	2	68	92
51	Bryant, K	CHC	3B	147	543	108	153	35	1	31	74	4	0	77	145
52	Segura, J	PHI	SS	139	558	78	157	37	4	12	30	10	2	59	72
53	Dozier, H	KC	3B	134	505	73	142	28	9	26	54	2	2	83	142
54	Abreu, J	CWS	1B	153	612	81	172	35	0	33	35	2	2	121	148
55	Baez, J	CHC	SS	136	531	89	149	38	4	29	28	11	7	85	156
56	Braun, R	MIL	LF	141	453	67	127	31	2	20	33	11	1	69	104
57	Acuna Jr., R	ATL	LF	155	625	127	175	22	2	41	76	37	9	101	188
58	Eaton, A	WSH	RF	144	543	97	152	24	7	14	61	14	3	47	101
59	Garcia, A	TB	RF	121	476	59	133	23	2	19	31	10	4	69	123
60	Frazier, A	PIT	2B	146	530	76	148	31	7	10	39	4	4	48	72
61	Garcia, L	CWS	CF	136	564	92	157	26	3	7	20	15	5	38	135
62	Rosario, E	MIN	LF	133	547	90	152	27	1	31	21	3	1	104	84
63	Moran, C	PIT	3B	148	462	45	128	30	1	13	30	0	1	79	116
64	Bell, J	PIT	1B	143	527	94	146	37	3	37	74	0	1	116	118
65	Pham, T	TB	LF	140	547	75	151	32	2	20	79	23	3	66	117
66	Guerrero Jr., V	TOR	3B	119	446	51	123	26	2	15	46	0	1	68	87
67	Realmuto, J	PHI	C	145	538	92	148	36	3	25	41	9	1	83	123
68	Vazquez, C	BOS	C	133	471	63	129	26	1	22	31	4	2	69	99
69	Villar, J	BAL	2B	156	610	106	167	32	5	23	60	38	9	69	168
70	Seager, C	LAD	SS	129	473	79	129	41	1	18	43	1	0	82	96
71	Hosmer, E	SD	1B	154	598	71	163	29	2	21	40	0	3	97	153
72	Suarez, E	CIN	3B	153	559	86	152	21	2	48	62	3	2	102	184
73	Reddick, J	HOU	RF	138	487	56	132	18	3	13	36	4	2	52	62
74	Castro, S	MIA	2B	155	609	65	165	29	4	21	27	2	2	83	107
75	Escobar, E	ARI	3B	153	613	94	166	29	10	35	47	5	1	117	125
76	Andrus, E	TEX	SS	141	577	75	156	26	4	12	31	28	8	70	93
77	Voit, L	NYY	1B	114	418	71	113	21	1	21	69	0	0	62	137
78	Jimenez, E	CWS	LF	118	453	66	122	17	2	30	29	0	0	77	130
79	Benintendi, A	BOS	LF	135	530	69	142	40	5	13	58	10	3	68	138
80	Olson, M	OAK	1B	122	463	72	124	26	0	35	49	0	0	88	131
81	Puig, Y	CLE	RF	145	543	74	145	28	2	24	42	18	7	84	131
82	Votto, J	CIN	1B	137	506	78	135	31	1	15	75	5	0	47	115
83	Gordon, A	KC	LF	145	542	76	144	31	1	13	49	5	3	74	97
84	Choo, S	TEX	LF	146	546	87	145	29	2	23	71	13	1	59	158
85	Alonso, P	NYM	1B	154	568	98	150	30	2	50	70	1	0	115	169
86	Jones, A	ARI	RF	132	472	65	124	25	1	16	27	2	1	65	98
87	Anderson, B	MIA	3B	126	459	57	120	33	1	20	44	5	1	66	114
88	Galvis, F	CIN	SS	147	557	67	145	28	1	23	28	4	2	70	145
89	Soler, J	KC	RF	157	573	91	149	32	1	45	70	3	1	112	174
90	Pillar, K	SF	CF	155	589	81	153	37	2	21	17	13	5	85	86
91	Kingery, S	PHI	CF	121	441	64	114	33	4	19	33	13	4	55	141
92	Goldschmidt, P	STL	1B	155	570	91	147	25	1	31	76	2	1	92	157
93	Ahmed, N	ARI	SS	152	529	76	136	31	6	18	51	8	2	80	107
94	Walker, C	ARI	1B	146	510	81	131	25	1	26	62	8	1	66	149
95	Harper, B	PHI	RF	149	542	93	139	34	0	33	98	14	3	108	170
96	Moustakas, M	MIL	2B	138	511	79	131	28	1	35	50	3	0	87	96
97	Robles, V	WSH	CF	149	525	83	134	32	3	17	34	26	9	64	132
98	Cabrera, A	WSH	3B	125	431	62	110	23	1	17	53	4	0	85	101
99	Donaldson, J	ATL	3B	151	533	94	136	30	0	37	98	4	2	89	154
100	Longoria, E	SF	3B	124	436	58	111	19	2	19	40	2	1	67	107
101	Heyward, J	CHC	RF	145	507	77	129	20	4	21	67	8	3	62	109
102	Sanchez, Y	CWS	2B	143	472	56	120	19	4	2	44	5	4	41	111
103	Ramirez, J	CLE	3B	126	473	65	120	33	3	20	51	24	4	75	73
104	Gardner, B	NYY	CF	136	477	84	121	26	7	27	51	10	2	72	103
105	Adames, W	TB	SS	147	517	68	131	25	1	19	45	4	2	49	148
106	Cron, C	MIN	1B	121	446	49	113	24	0	24	29	0	0	76	105
106	Santana, D	SEA	LF	118	446	63	113	20	1	21	49	8	3	69	161
108	Cain, L	MIL	CF	143	547	73	138	28	0	10	49	18	7	47	104
109	Kepler, M	MIN	RF	134	524	98	132	32	0	36	60	1	5	90	99
110	Conforto, M	NYM	RF	144	528	85	133	27	1	31	79	7	2	87	142
111	McMahon, R	COL	2B	135	457	69	115	22	1	23	55	5	1	81	153
112	Machado, M	SD	SS	151	569	79	143	20	2	30	63	5	3	82	125
113	Grandal, Y	MIL	C	147	494	75	123	24	2	27	104	5	1	73	134
114	Pujols, A	LAA	1B	125	471	54	117	22	0	23	42	3	0	92	66
115	Muncy, M	LAD	1B	135	467	95	116	21	1	33	84	4	1	92	144
116	Nunez, R	BAL	3B	145	520	69	128	23	0	29	44	1	1	83	135
117	Chapman, M	OAK	3B	151	562	98	138	36	3	34	72	1	1	87	145
118	Kipnis, J	CLE	2B	121	458	52	112	23	1	17	40	7	2	65	88
119	Pederson, J	LAD	LF	143	434	77	106	16	3	32	48	1	1	68	109
120	Schwarber, K	CHC	LF	150	512	80	125	26	3	37	67	2	3	91	151
121	Fowler, D	STL	RF	144	463	65	113	24	1	17	69	8	5	64	129
122	Swanson, D	ATL	SS	122	459	72	112	24	3	17	50	8	5	63	116
123	Reyes, F	CLE	RF	145	477	64	116	17	0	36	47	0	0	79	152
124	Panik, J	NYM	2B	137	432	48	105	21	2	4	41	4	2	38	47
125	Ozuna, M	STL	LF	125	463	78	112	21	1	29	56	12	2	88	110
126	DeJong, P	STL	SS	154	563	96	134	31	1	29	58	9	5	77	141
127	Calhoun, K	LAA	RF	146	532	90	126	28	1	33	67	4	1	74	155
128	Belt, B	SF	1B	150	511	75	121	31	3	17	79	4	3	57	124
129	Grichuk, R	TOR	CF	146	566	72	133	29	4	30	35	2	1	76	158
130	Crawford, B	SF	SS	143	487	58	113	24	2	11	51	3	2	58	114
131	Hoskins, R	PHI	1B	153	544	84	126	33	5	29	112	2	2	83	164
132	Smith, M	SEA	CF	129	498	69	114	19	9	6	42	45	8	37	138
133	Bradley Jr., J	BOS	CF	140	467	64	103	25	3	20	55	7	4	56	147
134	Davis, K	OAK	LF	129	469	60	102	11	0	22	45	0	0	71	143
135	Arcia, O	MIL	SS	146	472	49	102	14	1	15	43	8	4	52	107
136	Profar, J	OAK	2B	134	447	65	96	23	2	20	45	8	1	67	74
137	Vogelbach, D	SEA	1B	140	451	73	95	17	0	27	91	0	0	76	143
138	Smoak, J	TOR	1B	119	407	54	83	14	0	22	79	0	0	58	104
139	Odor, R	TEX	2B	139	501	71	101	28	1	27	47	10	8	75	168
RK	Player Name	Team	Position	G	AB	R	H	2B	3B	HR	BB	SB	CS	RBI	SO
Here is the scenario for the following questions. "Our team needs to scout a slugger, but we do not afford to scout a high-ranking player. So, we decide to find the highly correlate factors of SLG (Slugging Percentage) and OPS (On-Base Plus Slugging) to find our best option among ranking 130 or under players (130-139 RK)." Q5. Please analyze the data to find the top 3 highly and positively correlated factors with SLG and OPS but ignore OBP (On-Base Percentage) because OBP is considered in OPS. (Note. Input the correlation table and show the top 3 factors byhighlighting those as yellow.)
insert table
Q6. According to your correlation analysis, who will you recommend to scout among ranking 130 or under players (130-139 RK)?Why?