Frequencies for first 10,000 rows of spec variable in namcs2001 dataset : physician | specialty | Freq. Percent Cum. ------------+----------------------------------- AI | 35 0.35 0.35 CD | 509 5.09 5.44 CHN | 43 0.43 5.87 CHP | 149 1.49 7.36 D | 944 9.44 16.80 FP | 1,160 11.60 28.40 GE | 190 1.90 30.30 GP | 133 1.33 31.63 GS | 465 4.65 36.28 GYN | 90 0.90 37.18 HS | 39 0.39 37.57 ID | 4 0.04 37.61 IM | 578 5.78 43.39 IMG | 36 0.36 43.75 MPD | 57 0.57 44.32 N | 563 5.63 49.95 NEP | 13 0.13 50.08 NS | 53 0.53 50.61 OBG | 581 5.81 56.42 ON | 47 0.47 56.89 OP | 24 0.24 57.13 OPH | 510 5.10 62.23 ORS | 733 7.33 69.56 OSM | 31 0.31 69.87 OSS | 18 0.18 70.05 OTO | 565 5.65 75.70 P | 547 5.47 81.17 PCC | 22 0.22 81.39 PD | 841 8.41 89.80 PHP | 29 0.29 90.09 PM | 37 0.37 90.46 PS | 39 0.39 90.85 PUD | 76 0.76 91.61 PYG | 23 0.23 91.84 RHU | 26 0.26 92.10 U | 726 7.26 99.36 UP | 22 0.22 99.58 VS | 42 0.42 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016