Frequencies for first 10,000 rows of spec variable in namcs2004 dataset : physician | specialty | Freq. Percent Cum. ------------+----------------------------------- CD | 606 6.06 6.06 CHP | 141 1.41 7.47 D | 755 7.55 15.02 FP | 1,305 13.05 28.07 GE | 80 0.80 28.87 GP | 69 0.69 29.56 GS | 658 6.58 36.14 GYN | 60 0.60 36.74 HEM | 46 0.46 37.20 HO | 21 0.21 37.41 IM | 702 7.02 44.43 IMG | 32 0.32 44.75 MPD | 20 0.20 44.95 N | 673 6.73 51.68 NEP | 33 0.33 52.01 NS | 36 0.36 52.37 OBG | 542 5.42 57.79 OM | 42 0.42 58.21 ON | 90 0.90 59.11 OPH | 459 4.59 63.70 ORS | 574 5.74 69.44 OS | 48 0.48 69.92 OTO | 546 5.46 75.38 P | 583 5.83 81.21 PD | 870 8.70 89.91 PS | 93 0.93 90.84 PUD | 71 0.71 91.55 RHU | 12 0.12 91.67 TS | 61 0.61 92.28 U | 675 6.75 99.03 VS | 97 0.97 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016