Date updated:	5-Jan-17
Created by:	Aswath Damodaran, adamodar@stern.nyu.edu
What is this data?	Beta, Unlevered beta and other risk measures				US companies
Home Page:	http://www.damodaran.com
Data website:	http://www.stern.nyu.edu/~adamodar/New_Home_Page/data.html
Companies in each industry:	http://www.stern.nyu.edu/~adamodar/pc/datasets/indname.xls
Variable definitions:	http://www.stern.nyu.edu/~adamodar/New_Home_Page/datafile/variable.htm
Industry Name	Number of firms	Beta	D/E Ratio	Tax rate	Unlevered beta	Cash/Firm value	Unlevered beta corrected for cash	HiLo Risk	Standard deviation of equity	Coefficient of variation in net income	Coefficient of variation in operating income
Advertising	41	1.36	59.91%	5.10%	0.87	6.39%	0.93	0.6671	72.80%	0.88	1.19
Aerospace/Defense	96	1.07	23.18%	10.86%	0.89	5.23%	0.94	0.5241	40.75%	0.96	1.26
Air Transport	18	1.12	63.67%	22.99%	0.75	4.40%	0.79	0.4760	38.61%	0.84	1.22
Apparel	58	0.88	31.65%	10.95%	0.69	4.38%	0.72	0.4968	47.15%	0.99	1.26
Auto & Truck	15	0.85	150.15%	8.14%	0.36	6.47%	0.38	0.6222	29.21%	1.01	1.10
Auto Parts	63	1.12	34.75%	10.40%	0.86	8.93%	0.94	0.5478	50.64%	0.76	1.08
Banks (Money Center)	10	0.86	187.36%	27.90%	0.37	9.92%	0.41	0.2658	25.85%	NA	NA
Banks (Regional)	645	0.47	59.98%	25.43%	0.33	10.79%	0.37	0.2325	22.84%	NA	NA
Beverage (Alcoholic)	25	0.79	28.89%	10.86%	0.63	11.32%	0.71	0.5805	44.18%	0.75	0.85
Beverage (Soft)	36	0.91	24.38%	5.87%	0.74	4.84%	0.78	0.5856	52.80%	1.10	1.39
Broadcasting	30	1.22	94.70%	18.54%	0.69	2.18%	0.70	0.4266	41.01%	0.51	1.54
Brokerage & Investment Banking	45	1.08	231.42%	13.59%	0.36	15.01%	0.42	0.4577	44.96%	2.34	2.47
Building Materials	41	1.01	26.62%	23.39%	0.84	4.06%	0.87	0.3818	33.77%	0.76	1.21
Business & Consumer Services	165	1.07	34.09%	12.61%	0.82	3.55%	0.86	0.5200	44.71%	0.95	1.16
Cable TV	14	1.12	48.99%	20.28%	0.80	2.32%	0.82	0.3395	30.78%	1.18	1.55
Chemical (Basic)	45	1.00	57.48%	7.71%	0.66	4.03%	0.68	0.5526	59.91%	1.06	1.22
Chemical (Diversified)	8	1.52	34.92%	6.59%	1.15	6.53%	1.23	0.5298	45.48%	0.46	0.66
Chemical (Specialty)	100	1.20	29.61%	9.58%	0.95	3.98%	0.98	0.4924	45.44%	0.75	0.96
Coal & Related Energy	38	1.36	137.95%	0.48%	0.57	5.36%	0.61	0.6001	73.31%	1.08	1.12
Computer Services	117	0.99	27.74%	11.18%	0.79	5.26%	0.83	0.5390	45.57%	0.87	1.23
Computers/Peripherals	55	1.06	19.31%	5.68%	0.89	5.63%	0.95	0.4866	60.29%	0.89	1.21
Construction Supplies	51	1.31	42.21%	18.44%	0.98	4.69%	1.03	0.4424	38.87%	0.84	1.11
Diversified	24	0.76	35.66%	11.55%	0.58	7.86%	0.63	0.3951	23.28%	0.92	1.06
Drugs (Biotechnology)	426	1.40	19.24%	1.44%	1.18	5.55%	1.25	0.5805	75.23%	0.77	0.84
Drugs (Pharmaceutical)	164	1.02	14.47%	2.54%	0.89	3.98%	0.93	0.6179	67.61%	0.94	1.10
Education	36	1.23	29.96%	9.29%	0.96	10.43%	1.08	0.5865	51.51%	1.38	1.34
Electrical Equipment	119	1.14	18.93%	5.87%	0.97	6.43%	1.04	0.6252	54.63%	0.92	1.08
Electronics (Consumer & Office)	24	1.08	18.39%	3.81%	0.92	6.04%	0.98	0.6086	66.94%	1.16	1.64
Electronics (General)	164	0.86	17.54%	8.85%	0.75	10.05%	0.83	0.4951	48.91%	0.78	1.02
Engineering/Construction	48	1.18	31.05%	15.15%	0.93	8.35%	1.02	0.5056	44.23%	0.89	1.14
Entertainment	79	1.20	29.99%	5.50%	0.94	3.61%	0.97	0.6605	44.71%	1.17	1.32
Environmental & Waste Services	89	0.85	38.40%	5.07%	0.62	0.96%	0.63	0.5837	57.94%	0.96	1.22
Farming/Agriculture	37	0.92	59.63%	7.89%	0.59	3.89%	0.62	0.5482	41.14%	0.94	1.18
Financial Svcs. (Non-bank & Insurance)	258	0.65	1123.96%	20.80%	0.07	2.29%	0.07	0.2947	29.20%	0.95	1.09
Food Processing	87	0.75	26.63%	14.66%	0.61	2.58%	0.63	0.4214	30.98%	0.60	0.84
Food Wholesalers	16	1.20	35.87%	11.77%	0.91	1.77%	0.93	0.3878	52.66%	0.63	0.78
Furn/Home Furnishings	30	0.84	28.31%	14.58%	0.67	3.41%	0.70	0.4789	42.94%	0.87	1.09
Green & Renewable Energy	25	1.14	171.05%	4.25%	0.43	8.96%	0.47	0.6770	47.60%	2.27	2.36
Healthcare Products	254	1.04	17.80%	6.12%	0.89	3.91%	0.92	0.5348	56.59%	0.72	0.92
Healthcare Support Services	121	0.94	31.75%	14.31%	0.74	10.10%	0.82	0.5096	50.06%	0.79	0.99
Heathcare Information and Technology	125	0.95	20.37%	6.32%	0.80	4.23%	0.83	0.5458	52.46%	0.96	1.10
Homebuilding	33	1.08	66.11%	27.28%	0.73	5.34%	0.77	0.3321	33.76%	1.24	1.37
Hospitals/Healthcare Facilities	38	1.10	165.93%	12.06%	0.45	1.46%	0.45	0.4817	44.67%	0.73	0.99
Hotel/Gaming	69	0.96	54.46%	11.23%	0.65	3.45%	0.67	0.4598	39.32%	0.82	1.21
Household Products	129	0.80	20.93%	9.05%	0.67	2.97%	0.69	0.5926	50.91%	0.81	1.08
Information Services	64	0.98	20.28%	16.37%	0.84	3.72%	0.87	0.3452	36.65%	0.60	0.85
Insurance (General)	19	0.90	38.41%	18.33%	0.69	3.93%	0.72	0.2761	30.38%	0.53	0.77
Insurance (Life)	22	1.03	71.10%	22.91%	0.67	16.86%	0.80	0.2818	27.80%	0.93	1.03
Insurance (Prop/Cas.)	50	0.83	30.71%	22.27%	0.67	4.63%	0.70	0.2524	25.41%	0.79	0.79
Investments & Asset Management	156	0.90	60.98%	7.71%	0.57	15.51%	0.68	0.3809	34.30%	1.04	1.34
Machinery	127	1.06	21.48%	11.73%	0.89	4.28%	0.93	0.4467	38.59%	0.84	0.99
Metals & Mining	97	1.30	51.74%	1.16%	0.86	2.98%	0.89	0.7440	77.36%	1.18	1.42
Office Equipment & Services	24	1.49	53.30%	16.68%	1.03	6.35%	1.10	0.4362	33.85%	0.84	1.34
Oil/Gas (Integrated)	7	1.08	16.70%	1.14%	0.93	2.05%	0.95	0.5161	46.30%	0.54	0.51
Oil/Gas (Production and Exploration)	330	1.38	46.68%	0.32%	0.94	5.45%	0.99	0.6405	75.08%	1.22	1.50
Oil/Gas Distribution	78	1.20	76.61%	2.93%	0.69	0.76%	0.69	0.4215	45.13%	0.70	0.90
Oilfield Svcs/Equip.	148	1.37	32.01%	4.11%	1.04	6.30%	1.12	0.5450	60.50%	0.97	1.16
Packaging & Container	26	0.84	55.59%	24.47%	0.59	2.56%	0.61	0.3546	29.58%	0.29	0.70
Paper/Forest Products	23	1.12	48.67%	14.46%	0.79	4.89%	0.83	0.5042	38.67%	0.79	0.92
Power	68	0.54	86.39%	19.27%	0.32	2.47%	0.33	0.2648	24.11%	0.32	0.54
Precious Metals	109	1.25	24.05%	1.84%	1.01	8.33%	1.10	0.7586	78.31%	1.10	1.29
Publishing & Newspapers	37	1.32	54.65%	14.32%	0.90	7.88%	0.98	0.4132	48.08%	1.18	1.74
R.E.I.T.	238	0.72	78.29%	1.72%	0.41	1.62%	0.42	0.2392	24.67%	0.46	0.94
Real Estate (Development)	18	0.68	59.34%	1.97%	0.43	8.54%	0.47	0.6038	39.45%	1.31	1.59
Real Estate (General/Diversified)	11	1.27	24.17%	15.32%	1.05	3.71%	1.10	0.4391	24.99%	0.97	1.23
Real Estate (Operations & Services)	54	0.99	74.95%	8.78%	0.59	5.26%	0.62	0.5913	50.15%	0.91	1.30
Recreation	66	0.92	30.37%	13.21%	0.73	4.56%	0.76	0.5233	46.01%	0.95	1.15
Reinsurance	3	0.75	32.02%	19.33%	0.59	8.32%	0.65	0.2514	21.23%	1.15	1.45
Restaurant/Dining	86	0.77	31.95%	16.47%	0.61	2.41%	0.62	0.4123	39.10%	0.64	0.89
Retail (Automotive)	25	0.91	56.49%	22.58%	0.64	1.15%	0.64	0.4333	28.30%	0.53	0.85
Retail (Building Supply)	6	1.30	20.68%	20.11%	1.11	1.67%	1.13	0.2621	39.62%	0.47	0.50
Retail (Distributors)	88	1.10	56.14%	16.95%	0.75	2.20%	0.77	0.5018	40.48%	0.71	0.95
Retail (General)	19	1.05	36.53%	22.22%	0.82	2.79%	0.84	0.2805	40.00%	0.51	0.73
Retail (Grocery and Food)	14	0.69	59.72%	24.11%	0.47	1.31%	0.48	0.3599	35.13%	0.31	0.60
Retail (Online)	57	1.23	9.33%	8.46%	1.13	3.80%	1.18	0.5212	48.86%	1.12	1.42
Retail (Special Lines)	108	1.02	46.03%	21.29%	0.75	4.47%	0.79	0.4108	42.19%	0.69	0.88
Rubber& Tires	4	1.35	70.60%	10.09%	0.82	8.17%	0.90	0.4555	63.88%	0.69	1.08
Semiconductor	80	1.20	13.99%	7.71%	1.06	4.79%	1.11	0.4717	42.08%	0.83	1.11
Semiconductor Equip	45	1.10	16.28%	11.13%	0.96	12.70%	1.10	0.4324	38.24%	1.05	1.35
Shipbuilding & Marine	11	1.20	47.59%	7.30%	0.83	2.84%	0.86	0.5953	73.54%	0.80	1.19
Shoe	10	0.85	9.27%	14.47%	0.79	5.65%	0.84	0.3007	37.21%	0.57	0.76
Software (Entertainment)	13	0.98	14.56%	1.04%	0.86	11.31%	0.97	0.6124	48.14%	1.60	1.50
Software (Internet)	297	1.13	4.01%	3.49%	1.09	2.65%	1.12	0.6293	55.85%	1.19	1.31
Software (System & Application)	236	1.13	21.25%	5.67%	0.94	5.34%	0.99	0.5614	47.40%	0.93	1.14
Steel	38	1.60	47.56%	7.94%	1.11	7.06%	1.20	0.5972	54.19%	0.90	1.31
Telecom (Wireless)	17	1.12	107.05%	9.11%	0.57	6.14%	0.60	0.6530	37.67%	1.11	1.40
Telecom. Equipment	107	0.99	24.32%	6.14%	0.80	6.87%	0.86	0.4893	49.24%	0.94	1.12
Telecom. Services	67	1.04	64.09%	13.36%	0.67	1.80%	0.68	0.4531	47.21%	0.80	1.17
Tobacco	22	1.28	17.13%	8.84%	1.11	2.38%	1.13	0.6350	61.73%	0.55	1.28
Transportation	17	1.01	29.93%	17.46%	0.81	3.56%	0.84	0.3969	32.72%	0.55	0.73
Transportation (Railroads)	7	0.79	27.34%	22.17%	0.65	1.83%	0.66	0.2829	27.05%	0.36	0.40
Trucking	30	1.21	89.67%	26.74%	0.73	4.28%	0.76	0.4577	42.01%	0.65	0.88
Utility (General)	18	0.38	68.18%	25.62%	0.25	0.65%	0.25	0.1515	19.32%	0.20	0.48
Utility (Water)	22	0.65	43.33%	11.97%	0.47	0.43%	0.47	0.4530	27.03%	0.70	1.00
Total Market	7330	1.00	67.15%	10.44%	0.63	4.94%	0.66	0.4822	45.04%	0.86	1.10
Total Market (without financials)	6125	1.08	34.91%	8.27%	0.81	4.13%	0.85	0.5227	48.61%	0.94	1.21