Frequencies for first 10,000 rows of spec variable in namcs2002 dataset : Physician | specialty | Freq. Percent Cum. ------------+----------------------------------- AI | 38 0.38 0.38 CD | 534 5.34 5.72 CHP | 112 1.12 6.84 CRS | 35 0.35 7.19 D | 665 6.65 13.84 EM | 42 0.42 14.26 END | 38 0.38 14.64 FP | 1,667 16.67 31.31 FPS | 57 0.57 31.88 GE | 179 1.79 33.67 GP | 229 2.29 35.96 GS | 463 4.63 40.59 GYN | 42 0.42 41.01 HS | 34 0.34 41.35 ID | 3 0.03 41.38 IM | 848 8.48 49.86 MFM | 14 0.14 50.00 MPD | 20 0.20 50.20 N | 494 4.94 55.14 NEP | 38 0.38 55.52 NS | 6 0.06 55.58 OBG | 460 4.60 60.18 OM | 29 0.29 60.47 ON | 45 0.45 60.92 OPH | 564 5.64 66.56 ORS | 493 4.93 71.49 OS | 37 0.37 71.86 OTO | 551 5.51 77.37 P | 359 3.59 80.96 PD | 980 9.80 90.76 PG | 16 0.16 90.92 PM | 97 0.97 91.89 PN | 34 0.34 92.23 PS | 28 0.28 92.51 PUD | 40 0.40 92.91 PYG | 8 0.08 92.99 RHU | 24 0.24 93.23 TS | 18 0.18 93.41 U | 579 5.79 99.20 UP | 61 0.61 99.81 VS | 19 0.19 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016