UNP's Management Effectiveness versus its Customers

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COMPANY NAME	TICKER	ROA	ROI	ROE	RECEIV. TURN.	INVENT. TURN.
Union Pacific Corporation	UNP	8.56 %	16.3 %	31.71 %	12.61	2.25
Alcoa Corp	AA	-	-	-	15.28	5.59
American Electric Power Co Inc	AEP	2.47 %	4.22 %	9.47 %	5.93	2.55
Archer daniels midland Co	ADM	3.5 %	6.68 %	8.27 %	25.33	6.8
Ashland Global Holdings Inc	ASH	-	-	-	4.99	2.71
Autonation Inc	AN	3.87 %	9.76 %	12.41 %	28.94	5.61
Autozone inc	AZO	13.11 %	64.78 %	-	38.71	-
Conocophillips	COP	3.54 %	5.1 %	7.15 %	10.01	10.07
Dow Inc	DOW	-	-	-	4.87	5.24
Dupont De Nemours Inc	DD	-	-	-	5.42	3.12
Eastman Chemical Co	EMN	2.99 %	5.5 %	7.88 %	6.08	4.31
Exxon Mobil Corporation	XOM	0.86 %	1.08 %	1.62 %	9.47	-
Ford Motor Co	F	-	-	-	0.89	10.67
General Motors Company	GM	1.4 %	3.14 %	7.33 %	3.44	8.8
Honeywell International Inc	HON	8.35 %	17.48 %	27.72 %	4.66	4.88
Lyondellbasell Industries N v	LYB	3.79 %	7.94 %	15.73 %	9.57	6.05
Monsanto Co	MON	11.26 %	30.95 %	36.56 %	4.15	1.81
Occidental Petroleum Corporation	OXY	-	-	-	5.86	1.65
Ppg Industries Inc	PPG	5.67 %	11.91 %	19.89 %	4.93	4.43
ROHM AND HAAS COMPANY	ROH	-	-	-	-	-
Sunoco Lp	SUN	4.1 %	9.69 %	33.16 %	43.85	75.19
Teco Energy Inc	TE	-	3.99 %	8.58 %	17.26	10.25
Ecopetrol S a	EC	11.21 %	14.99 %	25.77 %	12.63	-
Cf Industries Holdings inc	CF	3.36 %	4.05 %	7.37 %	16.67	9.91
Paccar Inc	PCAR	5.21 %	5.21 %	14.49 %	-	18.51
Caterpillar Inc	CAT	4.32 %	9.16 %	23.04 %	2.6	2.65
Deere and Co	DE	3.63 %	8.44 %	22.59 %	6.44	3.94
O Reilly Automotive Inc	ORLY	14.63 %	69.73 %	373.35 %	35.66	1.51
Terex Corporation	TEX	-	-	-	8.15	3.48
Parker hannifin Corporation	PH	5.88 %	13.29 %	18.79 %	13.11	5.34
Chevron Corp	CVX	-	-	-	10.13	9.62
3m Company	MMM	10.96 %	26.83 %	46.01 %	6.79	4.01
Illinois Tool Works Inc	ITW	14.43 %	44.71 %	81.32 %	5.27	6.34
HERCULES INCORPORATED	HPC	-	-	-	-	-
Wec Energy Group Inc	WEC	5.98 %	9.17 %	1680.22 %	6.87	4.75
Cnx Resources Corporation	CNX	-	-	-	8.69	35.31
Peabody Energy Corp	BTU	-	-	-	13.33	-
Fmc Corporation	FMC	5.03 %	11.72 %	18.06 %	2.04	2.36
Carmax Inc	KMX	3.33 %	15.06 %	18.36 %	1.38	6.23
JOY GLOBAL INC.	JOYG	-	-	-	-	-
Alpha Natural Resources, Inc.	ANR	-	-	-	-	-
Ecolab Inc	ECL	-	-	-	5.13	5.57
Tesla Inc	TSLA	1.8 %	2.69 %	6.7 %	19.3	5.46
Mosaic Co	MOS	-	-	-	-	6.26
Gevo Inc	GEVO	-	-	-	19.8	8.24
Hub Group Inc	HUBG	3.88 %	5.89 %	7.19 %	7.14	-
Gencor Industries Inc	GENC	3.62 %	3.84 %	3.88 %	45	2.4
Astec Industries Inc	ASTE	1.63 %	2.04 %	2.13 %	8.26	3.08
Cnh Industrial N v	CNHI	3.07 %	8.68 %	23.75 %	67.5	3.08
Nike Inc	NKE	9.16 %	18.48 %	30.16 %	9.44	-
Concrete Leveling Systems Inc	CLEV	-	-	-	10.79	0.01
Processa Pharmaceuticals Inc	HWX	-	-	-	4.63	-
Agco Corp	AGCO	2.5 %	5.37 %	6.98 %	10.17	3.28
Arts Way Manufacturing Co Inc	ARTW	-	-	-	11.91	2.2
Accuride Corp	ACW	-	-	-	-	-
Meritor Inc	MTOR	8.45 %	23.7 %	58.85 %	6.72	5.39
American Axle and Manufacturing Holdings Inc	AXL	-	-	-	6.15	11.57
Dana Corporation	DCN	-	-	-	-	-
Dana Inc	DAN	-	-	-	5.5	5.51
Cooper standard Holdings Inc	CPS	-	-	-	6.8	15.02
Dorman Products Inc	DORM	6.88 %	9.06 %	9.61 %	2.75	2.39
Fuel Systems Solutions, Inc.	FSYS	-	-	-	-	-
Greenkraft, Inc.	GKIT	-	-	-	281.6	0.33
Horizon Global Corp	HZN	-	-	-	6.46	4.05
Motorcar Parts America Inc	MPAA	0.64 %	1.11 %	1.73 %	6.66	1.64
Standard Motor Products Inc	SMP	6.37 %	9.53 %	11.62 %	6.01	2.8
Superior Industries International Inc	SUP	-	-	-	14.16	6.45
Workhorse Group Inc.	AMPD	-	-	-	-	-
Blue Bird Corporation	BLBD	3.13 %	10.18 %	-	101.14	6.41
Enerpulse Technologies, Inc.	ENPT	-	-	-	-	-
Federal Signal Corporation	FSS	8.28 %	12.49 %	15.29 %	8.43	4.37
Navistar International Corporation	NAV	0.14 %	-	-	4.41	7
Emav Holdings, Inc.	RVNW	-	-	-	-	-
Rev Group Inc	REVG	-	-	-	9.84	3.77
Oshkosh Corporation	OSK	5.64 %	9.84 %	11.81 %	7.89	3.64
Saleen Automotive Inc	SLNN	69.95 %	147.67 %	532.03 %	76.67	133.33
Shyft Group Inc	SHYF	-	-	-	39.27	11.19
Toyota Motor Credit Corporation	TM	6.71 %	14.3 %	20.08 %	2.47	9.76
Wabco Holdings Inc	WBC	4.96 %	7.47 %	13.91 %	5.21	7.02
Zap	ZAAP	-	-	-	2.15	1.76
The Toro Company	TTC	11.32 %	25.94 %	31.05 %	9.98	3.1
Iconix Brand Group Inc	ICON	-	-	-	4.74	-
Fenix Parts, Inc.	FENX	-	-	-	19.47	2.47
Omnitek Engineering Corp	OMTK	-	-	-	21.77	0.46
Integral Technologies Inc	ITKG	-	-	-	3399.97	-
Flexible Solutions International Inc	FSI	11.58 %	14.38 %	17.62 %	4.94	2.41
Bunge Limited	BG	2.75 %	6.59 %	9.69 %	24.47	6.47
Ricebran Technologies	RIBT	-	-	-	7.2	17.42
Seaboard Corporation	SEB	0.64 %	0.92 %	1.13 %	10.24	6.41
Rayont Inc	ACUG	-	-	-	22.07	-
Ceres, Inc.	CERE	-	-	-	-	-
China Green Agriculture Inc	CGA	-	-	-	1.73	1.75
Chs Inc	CHSCP	2.53 %	4.52 %	4.86 %	11.82	8.71
Golden Growers Cooperative	GGROU	22.58 %	11.55 %	23.1 %	-	-
Kiwa Bio tech Products Group Corp	KWBT	-	-	-	98.95	57.49
S and w Seed Co	SANW	-	-	-	4.69	0.97
Universal Corporation	UVV	2.9 %	4.03 %	4.81 %	5.71	14.88
Vector Group Ltd	VGR	4.78 %	-	-	49.3	13.01
Century Aluminum Company	CENX	-	-	-	23.41	5.69
Novelis Inc	NVLCN	0.46 %	1.96 %	3.94 %	7.91	4.65
Schweitzer mauduit International Inc	SWM	5.64 %	11.41 %	14.63 %	6.19	4.41
Eco Building Products, Inc.	ECOB	-	-	-	19.33	6.99
Koppers Holdings Inc	KOP	7.87 %	31.42 %	66.3 %	9.07	4.8
Titan International Inc	TWI	-	-	-	6.29	3.69
Adm Tronics Unlimited Inc	ADMT	-	-	-	3.73	4.33
American Vanguard Corporation	AVD	1.61 %	2.86 %	3.16 %	2.75	1.61
Cabot Corporation	CBT	-	-	-	6.05	4.97
The Chemours Company	CC	-	-	-	8.08	3.83
Celanese Corporation	CE	6.09 %	12.55 %	20.3 %	4.95	4.15
Carlisle Companies Incorporated	CSL	5.85 %	10.89 %	13.48 %	6	5.86
W R Grace and co	GRA	0.28 %	0.93 %	3.05 %	6.89	3.84
Huntsman Corporation	HUN	12.29 %	9.33 %	31.42 %	6.49	4.72
Hawkins Inc	HWKN	8.33 %	11.68 %	13.82 %	8.12	7.31
Innospec Inc	IOSP	2.65 %	3.32 %	4.03 %	5.05	3.71
Innophos Holdings Inc	IPHS	3.43 %	7.25 %	8.49 %	7.36	3.62
Kronos Worldwide Inc	KRO	3.28 %	5.05 %	7.88 %	5.01	2.52
Quaker Chemical Corporation	KWR	0.23 %	0.42 %	0.55 %	4.15	5.25
Lsb Industries Inc	LXU	-	-	-	3.89	15.78
Marrone Bio Innovations Inc	MBII	-	-	-	9.14	2.27
Muliang Agritech Inc	MHDG	5.83 %	15.01 %	15.2 %	1.76	15.83
Momentive Performance Materials Inc.	MPMQ	-	-	-	7.16	-
Newmarket Corporation	NEU	13.54 %	27.8 %	37.86 %	6.16	3.91
Ingevity Corporation	NGVT	9.44 %	31.24 %	43.97 %	8.22	3.66
Nl Industries Inc	NL	3.33 %	3.27 %	5.58 %	8.66	4.09
Ocean Bio Chem Inc	OBCI	21.67 %	27.09 %	27.7 %	4.43	2.63
Oci Partners Lp	OCIP	6.45 %	11.43 %	28.82 %	11.35	24.83
Originclear Inc	OCLN	-	-	-	9.65	264.42
Olin Corporation	OLN	-	-	-	7.2	8.01
Quantumsphere, Inc.	QSIM	-	-	-	-	-
Arcadia Biosciences Inc	RKDA	-	-	-	3.13	0.62
Rpm International Inc	RPM	6.75 %	17.58 %	27.72 %	5.26	4.09
Horrison Resources Inc.	SLPC	-	-	-	-	-
Tor Minerals International Inc	TORM	-	-	-	8.09	3.5
Tronox Holdings Plc	TROX	16.69 %	53.19 %	93.04 %	5.42	1.85
Valhi Inc	VHI	2.44 %	3.35 %	6.89 %	5.17	2.64
Westlake Chemical Corporation	WLK	2.45 %	3.26 %	5.2 %	6.24	7.3
Westlake Chemical Partners Lp	WLKP	25.9 %	15.62 %	37.9 %	18.27	311.15
Avient Corp	AVNT	4.45 %	12.59 %	17.87 %	7.64	7.69
Nacco Industries Inc	NC	2.11 %	2.45 %	3.18 %	3.53	2.94
Honda Motor Co Ltd	HMC	2.49 %	3.48 %	6.15 %	6.8	0.09
Kaiser Aluminum Corporation	KALU	2.35 %	4.31 %	5.1 %	7.45	5.94
Nn Inc	NNBR	-	-	-	5.22	2.38
Enpro Industries Inc	NPO	10.42 %	17.93 %	21.81 %	4.6	3.74
Calumet Specialty Products Partners L p	CLMT	-	-	-	8.02	8.96
Cvr Energy Inc	CVI	-	-	-	-	15.61
Trecora Resources	TREC	8.45 %	12.01 %	14.68 %	5.77	17.81
Alliance Holdings Gp, L.p.	AHGP	15.95 %	13.27 %	29.95 %	12.17	12.79
Alliance Resource Partners Lp	ARLP	-	-	-	10.74	4.82
Armstrong Energy, Inc.	ARMS	-	-	-	18.61	17.48
Clean Coal Technologies Inc	CCTC	-	-	-	-	-
Cloud Peak Energy Inc.	CLD	-	-	-	13.86	16.94
Foresight Energy Lp	FELP	-	-	-	20.22	-
Hallador Energy Co	HNRG	-	-	-	15.07	5.29
Ramaco Resources Inc	METC	0.72 %	0.89 %	1 %	9.24	5.95
Natural Resource Partners Lp	NRP	-	-	-	6.3	-
Royal Energy Resources, Inc.	ROYE	-	-	-	12.02	16.91
Westmoreland Coal Co	WLB	-	-	-	8.29	9.01
Westmoreland Resource Partners, Lp	WMLP	-	-	-	9.67	15.3
Aurasource Inc	ARAO	-	-	-	-	-
Albertsons Companies Inc	ACI	-	-	-	-	4.69
Cleartronic Inc	CLRI	12.18 %	-	-	9.48	11.93
Autoweb, Inc.	ABTL	-	-	-	4.89	-
Truecar Inc	TRUE	-	-	-	7.58	-
AVERAGE		1.51 %	2.59 %	4.55 %	3.94	0.87

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