Data Used: Multiple data services
Date of Analysis: Data used is as of January 2023
Download as an excel file instead: https://www.stern.nyu.edu/~adamodar/pc/datasets/betas.xls
For global datasets: https://www.stern.nyu.edu/~adamodar/New_Home_Page/data.html
YouTube Video explaining data: https://www.youtube.com/watch?v=rxmttgceSjg
Industry Name | Number of firms | Beta | D/E Ratio | Effective Tax rate | Unlevered beta | Cash/Firm value | Unlevered beta corrected for cash | HiLo Risk | Standard deviation of equity | Standard deviation in operating income (last 10 years) | 2019 | 2020 | 2021 | 2022 | Average (2019-23) |
Advertising | 58 | 1.63 | 44.99% | 6.39% | 1.22 | 9.35% | 1.35 | 0.6867 | 52.72% | 14.40% | 0.87 | 0.93 | 0.77 | 1.10 | 1.00 |
Aerospace/Defense | 77 | 1.41 | 26.06% | 8.60% | 1.18 | 3.77% | 1.23 | 0.4721 | 37.56% | 19.19% | 1.09 | 1.08 | 0.91 | 1.11 | 1.08 |
Air Transport | 21 | 1.42 | 186.33% | 10.47% | 0.59 | 14.90% | 0.69 | 0.4403 | 37.73% | 221.20% | 0.63 | 0.84 | 0.91 | 0.91 | 0.80 |
Apparel | 39 | 1.32 | 51.57% | 12.04% | 0.96 | 6.02% | 1.02 | 0.5220 | 38.51% | 23.02% | 0.76 | 0.83 | 0.94 | 1.10 | 0.93 |
Auto & Truck | 31 | 1.54 | 50.19% | 3.00% | 1.12 | 8.67% | 1.23 | 0.6906 | 52.61% | 46.10% | 0.34 | 0.53 | 1.05 | 1.02 | 0.83 |
Auto Parts | 37 | 1.47 | 42.66% | 9.30% | 1.12 | 7.13% | 1.20 | 0.5099 | 39.52% | 25.42% | 0.97 | 0.95 | 1.09 | 1.21 | 1.08 |
Bank (Money Center) | 7 | 1.08 | 216.38% | 16.25% | 0.41 | 44.30% | 0.74 | 0.2235 | 19.59% | NA | 0.43 | 0.56 | 0.59 | 1.03 | 0.67 |
Banks (Regional) | 557 | 0.50 | 64.62% | 18.84% | 0.34 | 17.66% | 0.41 | 0.1757 | 16.76% | 95.49% | 0.40 | 0.43 | 0.6 | 0.84 | 0.54 |
Beverage (Alcoholic) | 23 | 1.01 | 22.91% | 9.39% | 0.86 | 1.86% | 0.88 | 0.5871 | 49.87% | 33.80% | 1.05 | 0.92 | 0.67 | 0.72 | 0.85 |
Beverage (Soft) | 31 | 1.30 | 15.27% | 6.42% | 1.17 | 2.66% | 1.20 | 0.6105 | 41.72% | 9.36% | 1.04 | 1.09 | 0.71 | 1.12 | 1.03 |
Broadcasting | 26 | 1.32 | 146.83% | 15.76% | 0.63 | 10.39% | 0.70 | 0.5584 | 46.90% | 31.66% | 0.51 | 0.73 | 0.65 | 0.81 | 0.68 |
Brokerage & Investment Banking | 30 | 1.20 | 201.09% | 15.32% | 0.48 | 30.76% | 0.69 | 0.3545 | 28.00% | 37.88% | 0.46 | 0.57 | 0.57 | 0.67 | 0.59 |
Building Materials | 45 | 1.28 | 28.93% | 16.71% | 1.05 | 4.44% | 1.10 | 0.4208 | 29.19% | 51.37% | 0.91 | 1.02 | 0.97 | 1.09 | 1.02 |
Business & Consumer Services | 164 | 1.17 | 27.47% | 9.43% | 0.97 | 4.80% | 1.02 | 0.5384 | 45.78% | 18.89% | 1.00 | 0.89 | 0.83 | 0.99 | 0.95 |
Cable TV | 10 | 1.26 | 107.27% | 21.95% | 0.70 | 1.47% | 0.71 | 0.4068 | 25.41% | 28.73% | 0.76 | 0.78 | 0.7 | 0.66 | 0.72 |
Chemical (Basic) | 38 | 1.25 | 48.30% | 9.83% | 0.92 | 4.54% | 0.96 | 0.5270 | 46.58% | 43.45% | 1.12 | 0.99 | 0.76 | 0.94 | 0.95 |
Chemical (Diversified) | 4 | 1.41 | 58.24% | 12.02% | 0.98 | 9.82% | 1.09 | 0.4489 | 39.49% | 41.46% | 1.49 | 1.21 | 1.03 | 1.21 | 1.21 |
Chemical (Specialty) | 76 | 1.28 | 27.40% | 10.75% | 1.06 | 5.00% | 1.12 | 0.4882 | 42.32% | 11.59% | 0.99 | 0.96 | 0.82 | 1.00 | 0.98 |
Coal & Related Energy | 19 | 1.45 | 21.71% | 2.28% | 1.25 | 12.60% | 1.43 | 0.5502 | 61.96% | NA | 0.97 | 1.05 | 0.56 | 0.82 | 0.96 |
Computer Services | 80 | 1.17 | 32.56% | 6.47% | 0.94 | 5.21% | 0.99 | 0.6053 | 47.78% | 26.37% | 1.05 | 0.95 | 0.94 | 1.06 | 1.00 |
Computers/Peripherals | 42 | 1.29 | 9.52% | 9.13% | 1.21 | 1.79% | 1.23 | 0.4600 | 48.73% | 25.02% | 1.50 | 1.64 | 1.14 | 1.25 | 1.35 |
Construction Supplies | 49 | 1.26 | 30.13% | 10.52% | 1.03 | 4.15% | 1.08 | 0.4573 | 35.11% | 19.31% | 1.15 | 1.10 | 0.87 | 0.98 | 1.04 |
Diversified | 23 | 1.04 | 21.24% | 2.98% | 0.90 | 4.67% | 0.94 | 0.5643 | 57.84% | 48.72% | 1.14 | 1.25 | 0.89 | 0.70 | 0.98 |
Drugs (Biotechnology) | 598 | 1.24 | 15.32% | 0.94% | 1.11 | 7.14% | 1.20 | 0.6540 | 58.41% | 29.81% | 1.43 | 1.39 | 0.85 | 0.97 | 1.17 |
Drugs (Pharmaceutical) | 281 | 1.27 | 13.62% | 2.37% | 1.15 | 2.56% | 1.18 | 0.6919 | 64.88% | 18.55% | 1.38 | 1.29 | 0.84 | 1.01 | 1.14 |
Education | 33 | 1.10 | 30.61% | 7.10% | 0.90 | 9.90% | 0.99 | 0.5483 | 41.81% | 17.47% | 1.11 | 1.36 | 1.07 | 1.10 | 1.13 |
Electrical Equipment | 110 | 1.59 | 22.52% | 4.47% | 1.36 | 5.07% | 1.43 | 0.5944 | 58.55% | 13.95% | 1.18 | 1.31 | 1 | 1.19 | 1.22 |
Electronics (Consumer & Office) | 16 | 1.54 | 16.45% | 3.98% | 1.37 | 15.08% | 1.61 | 0.5962 | 39.56% | 328.17% | 1.22 | 1.25 | 1.01 | 1.06 | 1.23 |
Electronics (General) | 138 | 1.20 | 18.82% | 6.29% | 1.05 | 5.69% | 1.12 | 0.5031 | 44.94% | 25.37% | 0.96 | 1.07 | 0.86 | 1.05 | 1.01 |
Engineering/Construction | 43 | 1.20 | 31.59% | 13.30% | 0.97 | 4.92% | 1.02 | 0.4219 | 35.17% | 15.20% | 0.81 | 1.33 | 0.95 | 0.97 | 1.02 |
Entertainment | 110 | 1.45 | 33.28% | 3.45% | 1.16 | 6.90% | 1.25 | 0.6883 | 57.81% | 25.73% | 1.21 | 1.20 | 0.84 | 0.96 | 1.09 |
Environmental & Waste Services | 62 | 1.02 | 25.54% | 5.42% | 0.85 | 0.81% | 0.86 | 0.6157 | 48.09% | 13.31% | 0.96 | 1.05 | 0.82 | 1.09 | 0.95 |
Farming/Agriculture | 39 | 1.14 | 33.87% | 6.64% | 0.91 | 2.33% | 0.93 | 0.5890 | 54.43% | 26.09% | 0.50 | 0.63 | 0.68 | 0.85 | 0.72 |
Financial Svcs. (Non-bank & Insuran | 223 | 0.89 | 1004.40% | 14.61% | 0.10 | 2.24% | 0.11 | 0.3378 | 27.15% | 61.67% | 0.08 | 0.10 | 0.11 | 0.15 | 0.11 |
Food Processing | 92 | 0.92 | 28.86% | 7.74% | 0.75 | 1.87% | 0.77 | 0.4866 | 34.23% | 16.97% | 0.61 | 0.70 | 0.53 | 0.63 | 0.65 |
Food Wholesalers | 14 | 1.12 | 46.16% | 11.94% | 0.83 | 1.30% | 0.85 | 0.4793 | 32.42% | 25.63% | 1.23 | 0.66 | 0.8 | 1.08 | 0.92 |
Furn/Home Furnishings | 32 | 1.27 | 55.94% | 12.67% | 0.90 | 5.95% | 0.95 | 0.5484 | 41.91% | 24.91% | 0.67 | 0.82 | 0.78 | 0.99 | 0.84 |
Green & Renewable Energy | 19 | 1.60 | 121.12% | 6.73% | 0.84 | 4.38% | 0.88 | 0.6771 | 67.60% | 62.82% | 0.80 | 0.59 | 0.68 | 1.10 | 0.81 |
Healthcare Products | 254 | 1.16 | 12.60% | 3.70% | 1.06 | 3.20% | 1.10 | 0.5939 | 50.94% | 30.10% | 1.04 | 0.98 | 0.8 | 0.91 | 0.97 |
Healthcare Support Services | 131 | 1.16 | 23.61% | 6.74% | 0.99 | 8.08% | 1.07 | 0.5636 | 47.79% | 27.59% | 1.03 | 0.95 | 0.74 | 0.95 | 0.95 |
Heathcare Information and Technol | 138 | 1.47 | 14.21% | 4.30% | 1.33 | 2.99% | 1.37 | 0.6173 | 53.87% | 48.97% | 1.18 | 1.15 | 0.75 | 0.91 | 1.07 |
Homebuilding | 32 | 1.50 | 32.34% | 17.81% | 1.21 | 9.31% | 1.33 | 0.4127 | 33.33% | 70.58% | 0.72 | 0.66 | 1.33 | 1.59 | 1.13 |
Hospitals/Healthcare Facilities | 34 | 1.17 | 87.24% | 9.56% | 0.71 | 1.85% | 0.72 | 0.6028 | 51.19% | 18.61% | 0.55 | 0.63 | 0.8 | 0.96 | 0.73 |
Hotel/Gaming | 69 | 1.46 | 66.58% | 8.14% | 0.97 | 8.22% | 1.06 | 0.4850 | 38.05% | 100.24% | 0.71 | 0.91 | 1.19 | 1.44 | 1.06 |
Household Products | 127 | 1.16 | 15.52% | 6.73% | 1.03 | 2.21% | 1.06 | 0.6577 | 56.83% | 6.92% | 1.00 | 0.94 | 0.68 | 0.92 | 0.92 |
Information Services | 73 | 1.40 | 13.06% | 12.45% | 1.28 | 4.05% | 1.33 | 0.4768 | 45.11% | 28.35% | 1.05 | 1.03 | 0.97 | 1.20 | 1.12 |
Insurance (General) | 21 | 1.23 | 30.49% | 10.26% | 1.00 | 2.69% | 1.03 | 0.4521 | 43.76% | 37.99% | 0.67 | 0.59 | 0.56 | 0.81 | 0.73 |
Insurance (Life) | 27 | 0.94 | 92.40% | 11.41% | 0.55 | 16.87% | 0.67 | 0.3774 | 28.89% | 19.53% | 0.70 | 0.73 | 0.64 | 0.88 | 0.73 |
Insurance (Prop/Cas.) | 51 | 0.80 | 21.47% | 10.92% | 0.69 | 5.16% | 0.73 | 0.3527 | 27.67% | 25.43% | 0.65 | 0.59 | 0.58 | 0.78 | 0.67 |
Investments & Asset Management | 600 | 0.62 | 38.35% | 4.01% | 0.48 | 9.94% | 0.54 | 0.1499 | 9.91% | 26.12% | 0.87 | 0.86 | 0.78 | 0.97 | 0.80 |
Machinery | 116 | 1.22 | 20.84% | 10.37% | 1.06 | 3.16% | 1.09 | 0.4224 | 32.36% | 16.91% | 1.01 | 1.10 | 0.96 | 1.18 | 1.07 |
Metals & Mining | 68 | 1.29 | 21.54% | 4.15% | 1.11 | 8.91% | 1.22 | 0.6658 | 70.06% | 52.71% | 1.11 | 1.09 | 0.82 | 1.13 | 1.07 |
Office Equipment & Services | 16 | 1.18 | 66.80% | 19.53% | 0.78 | 7.18% | 0.84 | 0.4442 | 35.22% | 18.33% | 1.33 | 1.24 | 0.83 | 1.11 | 1.07 |
Oil/Gas (Integrated) | 4 | 0.98 | 11.50% | 14.22% | 0.90 | 4.91% | 0.95 | 0.3441 | 30.55% | 97.63% | 1.06 | 1.12 | 0.98 | 1.25 | 1.07 |
Oil/Gas (Production and Exploratio | 174 | 1.26 | 20.08% | 4.60% | 1.09 | 3.81% | 1.14 | 0.5790 | 56.98% | 231.78% | 1.07 | 1.08 | 0.81 | 1.13 | 1.05 |
Oil/Gas Distribution | 23 | 0.99 | 71.41% | 6.90% | 0.65 | 1.67% | 0.66 | 0.4236 | 33.55% | 33.56% | 0.62 | 0.62 | 0.6 | 0.86 | 0.67 |
Oilfield Svcs/Equip. | 101 | 1.38 | 32.60% | 7.07% | 1.10 | 6.91% | 1.19 | 0.5323 | 46.90% | 67.57% | 1.07 | 1.22 | 0.83 | 1.18 | 1.10 |
Packaging & Container | 25 | 0.95 | 61.97% | 14.66% | 0.65 | 3.02% | 0.67 | 0.3689 | 24.43% | 8.17% | 0.74 | 0.68 | 0.68 | 0.78 | 0.71 |
Paper/Forest Products | 7 | 1.38 | 43.87% | 12.76% | 1.04 | 7.57% | 1.13 | 0.6012 | 42.84% | 92.83% | 1.17 | 1.25 | 0.96 | 1.00 | 1.10 |
Power | 48 | 0.73 | 77.16% | 12.30% | 0.46 | 1.03% | 0.46 | 0.2556 | 17.18% | 8.06% | 0.35 | 0.38 | 0.43 | 0.56 | 0.44 |
Precious Metals | 74 | 1.23 | 16.33% | 2.87% | 1.10 | 7.43% | 1.19 | 0.6947 | 72.54% | 70.82% | 1.15 | 1.33 | 0.75 | 0.99 | 1.08 |
Publishing & Newspapers | 20 | 1.11 | 42.18% | 9.67% | 0.85 | 7.35% | 0.91 | 0.4607 | 30.92% | 12.03% | 0.90 | 0.76 | 1.1 | 1.46 | 1.03 |
R.E.I.T. | 223 | 1.06 | 77.33% | 3.38% | 0.67 | 1.83% | 0.69 | 0.3083 | 21.54% | 20.59% | 0.41 | 0.43 | 0.79 | 0.99 | 0.66 |
Real Estate (Development) | 18 | 1.52 | 112.56% | 6.66% | 0.82 | 6.95% | 0.88 | 0.5936 | 51.25% | 69.87% | 0.87 | 0.89 | 0.56 | 0.74 | 0.79 |
Real Estate (General/Diversified) | 12 | 0.79 | 39.82% | 9.37% | 0.61 | 8.54% | 0.66 | 0.5265 | 28.66% | 111.89% | 1.33 | 1.50 | 0.76 | 0.83 | 1.02 |
Real Estate (Operations & Services) | 60 | 1.35 | 109.26% | 5.47% | 0.74 | 8.14% | 0.81 | 0.5369 | 44.43% | 121.82% | 0.95 | 0.68 | 0.75 | 0.87 | 0.81 |
Recreation | 57 | 1.42 | 52.06% | 9.49% | 1.02 | 5.18% | 1.08 | 0.5939 | 42.13% | 18.30% | 0.81 | 0.75 | 0.77 | 1.07 | 0.90 |
Reinsurance | 1 | 0.83 | 45.10% | 6.48% | 0.62 | 25.49% | 0.83 | 0.2076 | 19.37% | 21.77% | 0.88 | 0.77 | 1.13 | 1.30 | 0.98 |
Restaurant/Dining | 70 | 1.41 | 30.78% | 8.54% | 1.15 | 1.72% | 1.17 | 0.4749 | 41.15% | 16.31% | 0.65 | 0.75 | 1.11 | 1.33 | 1.00 |
Retail (Automotive) | 30 | 1.52 | 57.49% | 15.84% | 1.06 | 1.89% | 1.08 | 0.4958 | 35.71% | 31.38% | 0.76 | 0.87 | 0.99 | 1.12 | 0.96 |
Retail (Building Supply) | 15 | 1.79 | 21.21% | 13.39% | 1.54 | 1.50% | 1.57 | 0.4708 | 37.55% | 33.82% | 0.97 | 1.15 | 1.43 | 1.42 | 1.31 |
Retail (Distributors) | 69 | 1.28 | 39.57% | 13.59% | 0.98 | 2.25% | 1.01 | 0.4619 | 37.08% | 25.35% | 0.99 | 0.89 | 0.75 | 1.06 | 0.94 |
Retail (General) | 15 | 1.36 | 19.97% | 21.26% | 1.19 | 2.82% | 1.22 | 0.3460 | 31.53% | 11.08% | 0.75 | 0.95 | 0.81 | 1.04 | 0.95 |
Retail (Grocery and Food) | 13 | 0.67 | 65.82% | 16.45% | 0.45 | 5.54% | 0.47 | 0.4443 | 28.26% | 28.50% | 0.28 | 0.35 | 0.15 | 0.21 | 0.29 |
Retail (Online) | 63 | 1.49 | 19.17% | 4.09% | 1.30 | 4.12% | 1.36 | 0.7025 | 59.41% | 77.43% | 1.34 | 1.16 | 1.14 | 1.07 | 1.21 |
Retail (Special Lines) | 78 | 1.48 | 39.16% | 15.02% | 1.14 | 4.00% | 1.19 | 0.5088 | 38.59% | 22.32% | 0.80 | 0.69 | 1.03 | 1.23 | 0.99 |
Rubber& Tires | 3 | 0.84 | 330.33% | 0.00% | 0.24 | 9.97% | 0.27 | 0.4503 | 39.79% | 50.67% | 0.24 | 0.45 | 0.54 | 0.59 | 0.42 |
Semiconductor | 68 | 1.61 | 11.27% | 8.18% | 1.48 | 3.37% | 1.53 | 0.4893 | 38.40% | 38.44% | 1.26 | 1.24 | 0.96 | 1.14 | 1.23 |
Semiconductor Equip | 30 | 1.76 | 11.79% | 10.94% | 1.61 | 4.43% | 1.69 | 0.4351 | 41.57% | 68.49% | 1.39 | 1.25 | 1.07 | 1.34 | 1.35 |
Shipbuilding & Marine | 8 | 0.94 | 39.02% | 6.23% | 0.73 | 6.44% | 0.78 | 0.4893 | 41.16% | 83.00% | 0.78 | 1.57 | 0.74 | 0.80 | 0.93 |
Shoe | 13 | 1.33 | 9.01% | 10.70% | 1.24 | 3.50% | 1.29 | 0.5085 | 39.37% | 28.27% | 0.74 | 0.83 | 0.98 | 1.19 | 1.01 |
Software (Entertainment) | 91 | 1.36 | 4.80% | 3.82% | 1.32 | 3.07% | 1.36 | 0.6872 | 58.71% | 69.14% | 1.27 | 1.29 | 0.96 | 1.21 | 1.22 |
Software (Internet) | 33 | 1.55 | 17.66% | 2.37% | 1.37 | 3.29% | 1.42 | 0.6605 | 55.24% | 91.09% | 1.31 | 1.50 | 0.75 | 0.98 | 1.19 |
Software (System & Application) | 390 | 1.47 | 9.36% | 3.40% | 1.37 | 2.81% | 1.41 | 0.6164 | 52.11% | 32.24% | 1.16 | 1.15 | 0.89 | 1.12 | 1.15 |
Steel | 28 | 1.34 | 28.60% | 14.95% | 1.11 | 8.84% | 1.21 | 0.3941 | 38.30% | 104.59% | 1.29 | 1.29 | 0.78 | 0.98 | 1.11 |
Telecom (Wireless) | 16 | 1.03 | 65.15% | 3.83% | 0.69 | 2.64% | 0.71 | 0.5725 | 51.92% | 69.46% | 0.71 | 0.60 | 0.39 | 0.63 | 0.61 |
Telecom. Equipment | 79 | 1.23 | 11.68% | 4.06% | 1.13 | 3.79% | 1.18 | 0.5273 | 41.35% | 13.61% | 1.02 | 0.84 | 0.83 | 1.06 | 0.98 |
Telecom. Services | 49 | 0.88 | 117.72% | 6.54% | 0.47 | 1.13% | 0.47 | 0.5554 | 55.37% | 22.22% | 0.74 | 0.67 | 0.42 | 0.51 | 0.56 |
Tobacco | 15 | 2.00 | 24.06% | 9.83% | 1.69 | 2.84% | 1.74 | 0.6063 | 44.06% | 7.70% | 1.13 | 1.43 | 0.61 | 0.86 | 1.15 |
Transportation | 18 | 1.06 | 29.51% | 16.39% | 0.87 | 6.28% | 0.92 | 0.4789 | 28.05% | 26.96% | 0.90 | 0.96 | 0.79 | 0.72 | 0.86 |
Transportation (Railroads) | 4 | 1.11 | 27.45% | 16.57% | 0.92 | 1.47% | 0.93 | 0.2272 | 16.34% | 11.81% | 2.08 | 1.89 | 0.74 | 0.65 | 1.26 |
Trucking | 35 | 1.55 | 43.91% | 14.79% | 1.16 | 5.72% | 1.23 | 0.4458 | 41.17% | 150.04% | 0.71 | 1.04 | 0.94 | 1.28 | 1.04 |
Utility (General) | 15 | 0.64 | 74.18% | 13.20% | 0.41 | 0.33% | 0.41 | 0.1561 | 14.97% | 9.36% | 0.17 | 0.19 | 0.48 | 0.60 | 0.37 |
Utility (Water) | 16 | 1.15 | 43.40% | 8.45% | 0.87 | 0.35% | 0.87 | 0.3655 | 41.37% | 13.75% | 0.32 | 0.57 | 0.57 | 0.61 | 0.59 |
Total Market | 7165 | 1.16 | 53.52% | 7.52% | 0.83 | 6.66% | 0.88 | 0.4832 | 41.37% | 19.01% | 0.80 | 0.83 | 0.75 | 0.91 | 0.84 |
Total Market (without financials) | 5649 | 1.29 | 26.40% | 6.38% | 1.08 | 3.75% | 1.12 | 0.5575 | 47.98% | 18.50% | 1.00 | 1.01 | 0.86 | 1.04 | 1.01 |