Bauer Units

	A	B	C	D	E	F	G	H	I	J	L	M
1		Fastball Data
2		pitches	player_id	player_name	total_pitches	woba	xwoba	spin_rate	velocity	Bauer Units
3	1	1497	501985	Mike Minor	3358	0.322	0.321	2650	92.5	28.64864865
4	2	830	502188	Jeff Samardzija	3006	0.293	0.35	2571	91.6	28.06768559
5	3	1130	477132	Clayton Kershaw	2672	0.318	0.325	2477	90.3	27.43078627
6	4	1617	434378	Justin Verlander	3448	0.347	0.334	2577	94.6	27.2410148
7	5	803	543243	Sonny Gray	2909	0.413	0.392	2527	93.3	27.0846731
8	6	1178	605164	Dylan Bundy	2778	0.433	0.378	2458	91.1	26.98133919
9	7	716	641312	Shaun Anderson	1587	0.363	0.338	2495	92.6	26.94384449
10	8	763	506433	Yu Darvish	2848	0.401	0.392	2529	94.1	26.87566419
11	9	1265	527054	Julio Teheran	3036	0.349	0.354	2400	89.7	26.75585284
12	10	931	519144	Rick Porcello	2960	0.334	0.346	2434	91	26.74725275
13	11	691	450306	Jason Vargas	2505	0.373	0.346	2234	84.2	26.53206651
14	12	1430	592761	Caleb Smith	2661	0.334	0.351	2425	91.6	26.47379913
15	13	73	573186	Marcus Stroman	3047	0.584	0.412	2455	92.9	26.4262648
16	14	1389	518516	Madison Bumgarner	3244	0.325	0.323	2405	91.4	26.31291028
17	15	1061	596057	Daniel Norris	2361	0.415	0.401	2385	90.8	26.26651982
18	16	1022	519141	Drew Pomeranz	1956	0.329	0.317	2436	92.8	26.25	R Value	-0.1714805098
19	17	1858	458681	Lance Lynn	3553	0.297	0.294	2482	94.6	26.23678647	Standard Deviation	1.501074707
20	18	1243	642547	Freddy Peralta	1599	0.354	0.324	2454	93.6	26.21794872
21	19	1106	518876	Merrill Kelly	2962	0.318	0.354	2411	92	26.20652174
22	20	772	593334	Domingo German	2247	0.346	0.357	2440	93.4	26.124197
23	21	997	605397	Joe Musgrove	2657	0.375	0.376	2419	92.7	26.09492988
24	22	1341	453286	Max Scherzer	2770	0.293	0.288	2474	94.9	26.06954689
25	23	1733	543037	Gerrit Cole	3362	0.257	0.245	2530	97.1	26.05561277
26	24	1362	607644	John Means	2681	0.329	0.338	2376	91.7	25.91057797
27	25	1544	571510	Matthew Boyd	3118	0.359	0.317	2384	92.1	25.88490771
28	26	1272	425844	Zack Greinke	3113	0.295	0.305	2326	89.9	25.87319244
29	27	927	571666	Mike Fiers	2899	0.324	0.36	2322	90.4	25.68584071
30	28	1191	605513	Spencer Turnbull	2661	0.32	0.342	2396	93.6	25.5982906
31	29	1429	545333	Trevor Bauer	3687	0.406	0.401	2415	94.5	25.55555556
32	30	1203	663423	Trent Thornton	2759	0.369	0.369	2373	92.9	25.54359526
33	31	883	519242	Chris Sale	2466	0.299	0.288	2383	93.4	25.51391863
34	32	1324	592826	Vince Velasquez	2120	0.326	0.333	2398	94.2	25.45647558
35	33	1505	621111	Walker Buehler	2838	0.265	0.279	2456	96.5	25.4507772
36	34	19	630023	Yonny Chirinos	1985	0.345	0.345	2399	94.3	25.44008484
37	35	479	647336	Mike Soroka	2557	0.291	0.313	2362	92.9	25.42518837
38	36	372	461829	Gio Gonzalez	1501	0.379	0.394	2261	89.5	25.26256983
39	37	672	621381	Matt Strahm	1789	0.397	0.412	2308	91.4	25.25164114
40	38	642	519455	Jordan Zimmermann	1866	0.382	0.403	2284	90.5	25.23756906
41	39	1303	457918	J.A. Happ	2696	0.373	0.359	2319	92	25.20652174
42	40	730	543548	Tommy Milone	1750	0.428	0.382	2192	87.1	25.16647532
43	41	718	521655	Wilmer Font	1541	0.358	0.353	2370	94.4	25.1059322
44	42	28	594835	Marco Gonzales	3232	0.206	0.362	2208	88.1	25.06242906
45	43	738	607536	Kyle Freeland	1780	0.362	0.394	2291	92	24.90217391
46	44	641	571578	Patrick Corbin	3299	0.357	0.36	2283	91.8	24.86928105
47	45	656	656288	Griffin Canning	1552	0.368	0.334	2335	93.9	24.86687966
48	46	968	592644	Adam Plutko	1794	0.363	0.356	2265	91.1	24.86278814
49	47	862	452657	Jon Lester	3043	0.379	0.385	2251	90.6	24.84547461
50	48	821	628317	Kenta Maeda	2433	0.385	0.357	2287	92.1	24.83170467
51	49	413	502748	Brad Peacock	1510	0.371	0.32	2296	92.5	24.82162162
52	50	809	434671	Anibal Sanchez	2690	0.335	0.388	2238	90.2	24.81152993
53	51	1548	608337	Lucas Giolito	2814	0.281	0.287	2333	94.2	24.76645435
54	52	22	453562	Jake Arrieta	2192	0.35	0.307	2275	91.9	24.75516866
55	53	798	601713	Nick Pivetta	1619	0.466	0.436	2340	94.6	24.73572939
56	54	693	664199	Taylor Clarke	1512	0.425	0.392	2316	93.7	24.7171825
57	55	1	643327	Zack Godley	1548	0	0	2255	91.3	24.69879518
58	56	933	645261	Sandy Alcantara	3091	0.315	0.335	2356	95.6	24.64435146
59	57	1536	594798	Jacob deGrom	3297	0.295	0.294	2388	96.9	24.64396285
60	58	914	605483	Blake Snell	1891	0.309	0.268	2353	95.5	24.63874346
61	59	1137	595881	Tyler Beede	2028	0.361	0.382	2320	94.2	24.62845011
62	60	768	571945	Miles Mikolas	2867	0.324	0.305	2303	93.7	24.57844184
63	61	1067	605182	Mike Clevinger	2090	0.271	0.283	2341	95.4	24.53878407
64	62	1133	641745	Brad Keller	2711	0.346	0.381	2295	93.7	24.49306297
65	63	378	425794	Adam Wainwright	2876	0.308	0.327	2191	89.6	24.453125
66	64	1307	592662	Robbie Ray	3064	0.311	0.316	2257	92.4	24.42640693
67	65	3	642232	Ryan Yarbrough	2057	0	0.055	2100	86.1	24.3902439
68	66	453	489119	Wade Miley	2968	0.3	0.296	2210	90.8	24.33920705
69	67	833	663567	Peter Lambert	1582	0.402	0.385	2256	92.7	24.33656958
70	68	956	518633	Danny Duffy	2161	0.345	0.374	2242	92.3	24.29035753
71	69	527	467100	Ivan Nova	3005	0.371	0.354	2246	92.5	24.28108108
72	70	1474	669456	Shane Bieber	3332	0.309	0.343	2254	93.1	24.21052632
73	71	948	554430	Zack Wheeler	3159	0.281	0.287	2341	96.8	24.1838843
74	72	140	502239	Trevor Cahill	1788	0.446	0.343	2220	91.8	24.18300654
75	73	1332	641778	Eric Lauer	2510	0.311	0.299	2216	91.8	24.13943355
76	74	838	592717	Aaron Sanchez	2305	0.433	0.41	2252	93.4	24.11134904
77	75	1380	642098	Glenn Sparkman	2275	0.37	0.374	2251	93.4	24.1006424
78	76	1613	543606	Jake Odorizzi	2787	0.29	0.298	2236	92.9	24.06889128
79	77	837	502042	Chris Archer	2098	0.339	0.378	2264	94.1	24.05951116
80	78	512	456034	David Price	1862	0.313	0.327	2209	91.9	24.03699674
81	79	1208	592866	Trevor Williams	2327	0.353	0.338	2203	91.7	24.02399128
82	80	251	468504	Jhoulys Chacin	1945	0.6	0.533	2158	90	23.97777778
83	81	938	592332	Kevin Gausman	1671	0.395	0.395	2250	93.9	23.96166134
84	82	936	450203	Charlie Morton	3139	0.299	0.289	2259	94.7	23.85427666
85	83	963	543101	Anthony DeSclafani	2668	0.328	0.332	2249	94.7	23.74868004
86	84	1392	663978	Chris Paddack	2280	0.278	0.275	2230	93.9	23.7486688
87	85	96	572971	Dallas Keuchel	1864	0.369	0.368	2123	89.4	23.74720358
88	86	1595	572020	James Paxton	2665	0.357	0.335	2263	95.4	23.721174
89	87	1354	593958	Eduardo Rodriguez	3495	0.354	0.334	2202	93	23.67741935
90	88	504	502043	Kyle Gibson	2764	0.429	0.405	2211	93.4	23.67237687
91	89	568	605135	Chris Bassitt	2430	0.265	0.279	2220	93.9	23.64217252
92	90	22	282332	CC Sabathia	1729	0.247	0.213	2098	88.8	23.62612613
93	91	497	592314	Mike Foltynewicz	1888	0.346	0.4	2237	94.8	23.59704641
94	92	1477	656427	Jack Flaherty	3179	0.265	0.304	2222	94.3	23.5630965
95	93	999	670950	Trevor Richards	2290	0.344	0.361	2139	90.8	23.55726872
96	94	427	502190	Mike Leake	2975	0.315	0.398	2086	88.6	23.54401806
97	95	1009	621244	Jose Berrios	3132	0.314	0.303	2190	93.1	23.52309345
98	96	1138	488768	Andrew Cashner	2511	0.37	0.379	2204	93.9	23.47177849
99	97	552	543294	Kyle Hendricks	2698	0.225	0.317	2044	87.2	23.44036697
100	98	757	605540	Brandon Woodruff	1979	0.257	0.264	2257	96.3	23.43717549