Frequencies for first 10,000 rows of spec variable in namcs2007 dataset : physician | specialty | Freq. Percent Cum. ------------+----------------------------------- ADP | 10 0.10 0.10 CD | 35 0.35 0.45 D | 69 0.69 1.14 EM | 35 0.35 1.49 END | 31 0.31 1.80 FP | 4,632 46.32 48.12 FPS | 76 0.76 48.88 FSM | 22 0.22 49.10 GE | 20 0.20 49.30 GP | 253 2.53 51.83 GS | 30 0.30 52.13 ID | 20 0.20 52.33 IM | 1,878 18.78 71.11 IMG | 2 0.02 71.13 MPD | 25 0.25 71.38 N | 81 0.81 72.19 NS | 19 0.19 72.38 OBG | 89 0.89 73.27 OM | 6 0.06 73.33 OPH | 71 0.71 74.04 ORS | 93 0.93 74.97 OS | 91 0.91 75.88 P | 98 0.98 76.86 PD | 2,073 20.73 97.59 PG | 29 0.29 97.88 PLM | 33 0.33 98.21 PM | 38 0.38 98.59 PMD | 14 0.14 98.73 RHU | 46 0.46 99.19 UM | 44 0.44 99.63 VS | 37 0.37 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016