Frequencies for first 10,000 rows of acaful variable in ful20182 dataset : Affordable | Care Act | (ACA) | Federal | Upper Limit | (FUL) | Freq. Percent Cum. ------------+----------------------------------- .003056 | 3 0.03 0.03 .003232 | 2 0.02 0.05 .003901 | 2 0.02 0.07 .0109 | 17 0.17 0.24 .015883 | 20 0.20 0.44 .020393 | 36 0.36 0.80 .02049 | 15 0.15 0.95 .02126 | 14 0.14 1.09 .02133 | 7 0.07 1.16 .02331 | 9 0.09 1.25 .02337 | 11 0.11 1.36 .02356 | 24 0.24 1.60 .02422 | 12 0.12 1.72 .024497 | 7 0.07 1.79 .02462 | 7 0.07 1.86 .024987 | 4 0.04 1.90 .025127 | 13 0.13 2.03 .025211 | 33 0.33 2.36 .02578 | 22 0.22 2.58 .027109 | 13 0.13 2.71 .027426 | 8 0.08 2.79 .02876 | 16 0.16 2.95 .030282 | 25 0.25 3.20 .03067 | 19 0.19 3.39 .03095 | 24 0.24 3.63 .03108 | 9 0.09 3.72 .031091 | 11 0.11 3.83 .032293 | 15 0.15 3.98 .033219 | 26 0.26 4.24 .033303 | 33 0.33 4.57 .033681 | 3 0.03 4.60 .03469 | 14 0.14 4.74 .03649 | 21 0.21 4.95 .03667 | 13 0.13 5.08 .037079 | 11 0.11 5.19 .0376 | 12 0.12 5.31 .03822 | 9 0.09 5.40 .03829 | 16 0.16 5.56 .038507 | 31 0.31 5.87 .0396 | 10 0.10 5.97 .039625 | 33 0.33 6.30 .03974 | 13 0.13 6.43 .040191 | 13 0.13 6.56 .040674 | 34 0.34 6.90 .04071 | 17 0.17 7.07 .041193 | 25 0.25 7.32 .041202 | 9 0.09 7.41 .041262 | 17 0.17 7.58 .04135 | 6 0.06 7.64 .041405 | 11 0.11 7.75 .042285 | 18 0.18 7.93 .042469 | 11 0.11 8.04 .043671 | 5 0.05 8.09 .04386 | 8 0.08 8.17 .044595 | 20 0.20 8.37 .04504 | 7 0.07 8.44 .045609 | 28 0.28 8.72 .046452 | 5 0.05 8.77 .04705 | 7 0.07 8.84 .047068 | 14 0.14 8.98 .04712 | 11 0.11 9.09 .04717 | 11 0.11 9.20 .04739 | 5 0.05 9.25 .04883 | 7 0.07 9.32 .048928 | 9 0.09 9.41 .04913 | 12 0.12 9.53 .05178 | 11 0.11 9.64 .05197 | 21 0.21 9.85 .052003 | 14 0.14 9.99 .05307 | 11 0.11 10.10 .05475 | 5 0.05 10.15 .055179 | 22 0.22 10.37 .0553 | 28 0.28 10.65 .055718 | 18 0.18 10.83 .05594 | 7 0.07 10.90 .05635 | 8 0.08 10.98 .05767 | 9 0.09 11.07 .05934 | 12 0.12 11.19 .05943 | 10 0.10 11.29 .059574 | 12 0.12 11.41 .06124 | 7 0.07 11.48 .06183 | 23 0.23 11.71 .062367 | 13 0.13 11.84 .06308 | 19 0.19 12.03 .063373 | 34 0.34 12.37 .063702 | 28 0.28 12.65 .06459 | 11 0.11 12.76 .06492 | 7 0.07 12.83 .06521 | 21 0.21 13.04 .06621 | 7 0.07 13.11 .066269 | 28 0.28 13.39 .066689 | 28 0.28 13.67 .068156 | 10 0.10 13.77 .068303 | 4 0.04 13.81 .068392 | 10 0.10 13.91 .068528 | 18 0.18 14.09 .06932 | 6 0.06 14.15 .06961 | 15 0.15 14.30 .06977 | 7 0.07 14.37 .07064 | 10 0.10 14.47 .0709 | 12 0.12 14.59 .071636 | 18 0.18 14.77 .071743 | 16 0.16 14.93 .07181 | 10 0.10 15.03 .072268 | 19 0.19 15.22 .07366 | 22 0.22 15.44 .073661 | 8 0.08 15.52 .07385 | 4 0.04 15.56 .07524 | 5 0.05 15.61 .076928 | 21 0.21 15.82 .077005 | 11 0.11 15.93 .07759 | 5 0.05 15.98 .07811 | 41 0.41 16.39 .07853 | 6 0.06 16.45 .07934 | 9 0.09 16.54 .07943 | 13 0.13 16.67 .079567 | 16 0.16 16.83 .08062 | 4 0.04 16.87 .080936 | 12 0.12 16.99 .08147 | 12 0.12 17.11 .08181 | 8 0.08 17.19 .083 | 4 0.04 17.23 .083137 | 20 0.20 17.43 .083417 | 4 0.04 17.47 .0835 | 19 0.19 17.66 .083692 | 23 0.23 17.89 .083829 | 3 0.03 17.92 .084126 | 7 0.07 17.99 .08551 | 15 0.15 18.14 .08592 | 6 0.06 18.20 .08622 | 5 0.05 18.25 .08632 | 15 0.15 18.40 .086819 | 8 0.08 18.48 .08708 | 9 0.09 18.57 .08799 | 3 0.03 18.60 .088113 | 23 0.23 18.83 .088806 | 9 0.09 18.92 .088869 | 11 0.11 19.03 .08913 | 2 0.02 19.05 .08947 | 8 0.08 19.13 .090655 | 11 0.11 19.24 .090669 | 8 0.08 19.32 .09126 | 8 0.08 19.40 .091473 | 21 0.21 19.61 .091935 | 20 0.20 19.81 .09199 | 12 0.12 19.93 .09222 | 31 0.31 20.24 .09252 | 10 0.10 20.34 .092633 | 15 0.15 20.49 .09337 | 7 0.07 20.56 .093723 | 12 0.12 20.68 .093725 | 8 0.08 20.76 .093982 | 15 0.15 20.91 .094707 | 6 0.06 20.97 .095037 | 20 0.20 21.17 .09593 | 4 0.04 21.21 .09728 | 9 0.09 21.30 .097424 | 10 0.10 21.40 .09831 | 4 0.04 21.44 .09859 | 6 0.06 21.50 .09878 | 11 0.11 21.61 .099008 | 8 0.08 21.69 .0994 | 21 0.21 21.90 .09972 | 3 0.03 21.93 .10177 | 3 0.03 21.96 .10195 | 4 0.04 22.00 .102445 | 13 0.13 22.13 .10425 | 18 0.18 22.31 .10465 | 5 0.05 22.36 .1047 | 5 0.05 22.41 .10487 | 4 0.04 22.45 .10576 | 8 0.08 22.53 .10623 | 8 0.08 22.61 .106241 | 10 0.10 22.71 .107279 | 9 0.09 22.80 .10738 | 4 0.04 22.84 .107508 | 21 0.21 23.05 .10882 | 11 0.11 23.16 .109244 | 6 0.06 23.22 .10928 | 9 0.09 23.31 .10978 | 13 0.13 23.44 .109862 | 15 0.15 23.59 .11032 | 34 0.34 23.93 .11062 | 23 0.23 24.16 .11079 | 13 0.13 24.29 .11158 | 15 0.15 24.44 .1131 | 14 0.14 24.58 .1139 | 5 0.05 24.63 .11391 | 15 0.15 24.78 .11395 | 7 0.07 24.85 .11417 | 2 0.02 24.87 .114984 | 11 0.11 24.98 .11603 | 11 0.11 25.09 .116559 | 5 0.05 25.14 .117702 | 19 0.19 25.33 .11785 | 9 0.09 25.42 .118332 | 24 0.24 25.66 .121081 | 10 0.10 25.76 .12164 | 8 0.08 25.84 .12169 | 5 0.05 25.89 .12182 | 18 0.18 26.07 .12222 | 5 0.05 26.12 .122659 | 13 0.13 26.25 .122799 | 13 0.13 26.38 .12302 | 12 0.12 26.50 .12308 | 7 0.07 26.57 .12318 | 7 0.07 26.64 .12329 | 11 0.11 26.75 .123744 | 4 0.04 26.79 .12439 | 11 0.11 26.90 .12537 | 14 0.14 27.04 .12638 | 4 0.04 27.08 .12648 | 3 0.03 27.11 .127146 | 22 0.22 27.33 .128849 | 21 0.21 27.54 .129049 | 7 0.07 27.61 .13157 | 4 0.04 27.65 .132508 | 12 0.12 27.77 .13357 | 12 0.12 27.89 .134054 | 6 0.06 27.95 .13419 | 5 0.05 28.00 .135392 | 15 0.15 28.15 .135616 | 16 0.16 28.31 .136155 | 20 0.20 28.51 .136187 | 14 0.14 28.65 .13639 | 7 0.07 28.72 .13698 | 6 0.06 28.78 .137657 | 13 0.13 28.91 .137923 | 7 0.07 28.98 .138304 | 15 0.15 29.13 .13832 | 10 0.10 29.23 .138651 | 13 0.13 29.36 .13958 | 19 0.19 29.55 .140417 | 15 0.15 29.70 .14086 | 5 0.05 29.75 .142074 | 9 0.09 29.84 .14226 | 4 0.04 29.88 .143486 | 5 0.05 29.93 .14382 | 12 0.12 30.05 .14483 | 12 0.12 30.17 .145938 | 13 0.13 30.30 .14632 | 15 0.15 30.45 .14633 | 5 0.05 30.50 .146454 | 10 0.10 30.60 .146657 | 11 0.11 30.71 .14686 | 18 0.18 30.89 .14699 | 6 0.06 30.95 .14777 | 9 0.09 31.04 .14851 | 12 0.12 31.16 .14873 | 1 0.01 31.17 .148757 | 5 0.05 31.22 .14896 | 10 0.10 31.32 .150677 | 18 0.18 31.50 .15072 | 26 0.26 31.76 .15081 | 28 0.28 32.04 .15127 | 33 0.33 32.37 .15228 | 7 0.07 32.44 .152514 | 8 0.08 32.52 .15312 | 56 0.56 33.08 .153143 | 6 0.06 33.14 .1537 | 7 0.07 33.21 .15372 | 8 0.08 33.29 .1538 | 18 0.18 33.47 .154476 | 4 0.04 33.51 .155407 | 2 0.02 33.53 .15575 | 11 0.11 33.64 .156485 | 5 0.05 33.69 .157203 | 28 0.28 33.97 .157486 | 3 0.03 34.00 .15938 | 9 0.09 34.09 .15942 | 10 0.10 34.19 .159437 | 14 0.14 34.33 .159929 | 8 0.08 34.41 .160736 | 22 0.22 34.63 .16256 | 3 0.03 34.66 .163121 | 12 0.12 34.78 .16405 | 14 0.14 34.92 .164085 | 16 0.16 35.08 .16435 | 17 0.17 35.25 .16489 | 16 0.16 35.41 .165036 | 6 0.06 35.47 .16579 | 3 0.03 35.50 .166166 | 5 0.05 35.55 .16712 | 10 0.10 35.65 .16891 | 26 0.26 35.91 .16953 | 7 0.07 35.98 .16992 | 8 0.08 36.06 .170214 | 4 0.04 36.10 .170653 | 7 0.07 36.17 .171232 | 11 0.11 36.28 .17194 | 26 0.26 36.54 .17226 | 9 0.09 36.63 .17271 | 5 0.05 36.68 .175418 | 12 0.12 36.80 .176974 | 13 0.13 36.93 .17751 | 17 0.17 37.10 .17789 | 6 0.06 37.16 .17855 | 9 0.09 37.25 .17884 | 17 0.17 37.42 .179253 | 18 0.18 37.60 .17958 | 4 0.04 37.64 .179631 | 6 0.06 37.70 .18093 | 9 0.09 37.79 .18113 | 5 0.05 37.84 .18175 | 12 0.12 37.96 .18323 | 9 0.09 38.05 .1839 | 19 0.19 38.24 .184592 | 7 0.07 38.31 .185182 | 5 0.05 38.36 .185428 | 12 0.12 38.48 .18557 | 8 0.08 38.56 .18731 | 15 0.15 38.71 .187411 | 14 0.14 38.85 .188228 | 8 0.08 38.93 .18883 | 11 0.11 39.04 .189177 | 10 0.10 39.14 .189536 | 10 0.10 39.24 .18962 | 13 0.13 39.37 .19054 | 7 0.07 39.44 .19061 | 2 0.02 39.46 .190895 | 13 0.13 39.59 .19146 | 3 0.03 39.62 .192362 | 8 0.08 39.70 .19483 | 16 0.16 39.86 .196453 | 10 0.10 39.96 .197719 | 6 0.06 40.02 .19808 | 3 0.03 40.05 .198644 | 10 0.10 40.15 .19913 | 8 0.08 40.23 .1993 | 4 0.04 40.27 .200183 | 6 0.06 40.33 .200757 | 3 0.03 40.36 .20121 | 7 0.07 40.43 .201749 | 21 0.21 40.64 .201978 | 6 0.06 40.70 .202689 | 3 0.03 40.73 .20429 | 12 0.12 40.85 .204876 | 11 0.11 40.96 .207566 | 18 0.18 41.14 .207989 | 8 0.08 41.22 .20807 | 8 0.08 41.30 .208219 | 3 0.03 41.33 .20833 | 13 0.13 41.46 .208849 | 22 0.22 41.68 .20947 | 8 0.08 41.76 .210165 | 1 0.01 41.77 .21084 | 11 0.11 41.88 .2109 | 8 0.08 41.96 .211925 | 9 0.09 42.05 .21749 | 11 0.11 42.16 .21754 | 20 0.20 42.36 .21876 | 9 0.09 42.45 .219195 | 7 0.07 42.52 .22178 | 5 0.05 42.57 .22342 | 5 0.05 42.62 .22569 | 8 0.08 42.70 .22894 | 19 0.19 42.89 .22989 | 9 0.09 42.98 .22995 | 4 0.04 43.02 .23022 | 4 0.04 43.06 .230613 | 8 0.08 43.14 .230993 | 12 0.12 43.26 .23106 | 9 0.09 43.35 .232589 | 9 0.09 43.44 .23273 | 15 0.15 43.59 .234127 | 3 0.03 43.62 .23539 | 10 0.10 43.72 .23639 | 8 0.08 43.80 .239323 | 9 0.09 43.89 .24042 | 4 0.04 43.93 .24111 | 9 0.09 44.02 .241136 | 9 0.09 44.11 .24215 | 15 0.15 44.26 .24231 | 5 0.05 44.31 .243126 | 5 0.05 44.36 .243157 | 12 0.12 44.48 .243339 | 8 0.08 44.56 .24396 | 7 0.07 44.63 .2452 | 10 0.10 44.73 .24528 | 9 0.09 44.82 .24549 | 6 0.06 44.88 .246593 | 3 0.03 44.91 .247135 | 26 0.26 45.17 .248474 | 14 0.14 45.31 .248511 | 3 0.03 45.34 .24893 | 8 0.08 45.42 .24896 | 5 0.05 45.47 .249155 | 8 0.08 45.55 .250318 | 24 0.24 45.79 .2507 | 4 0.04 45.83 .25163 | 13 0.13 45.96 .25195 | 5 0.05 46.01 .25281 | 2 0.02 46.03 .252858 | 21 0.21 46.24 .25289 | 4 0.04 46.28 .253043 | 7 0.07 46.35 .25586 | 7 0.07 46.42 .255901 | 3 0.03 46.45 .25724 | 11 0.11 46.56 .25777 | 12 0.12 46.68 .25784 | 4 0.04 46.72 .258186 | 24 0.24 46.96 .25897 | 11 0.11 47.07 .25915 | 8 0.08 47.15 .25978 | 9 0.09 47.24 .262833 | 9 0.09 47.33 .26295 | 3 0.03 47.36 .26325 | 3 0.03 47.39 .263755 | 12 0.12 47.51 .26386 | 9 0.09 47.60 .265375 | 7 0.07 47.67 .26625 | 3 0.03 47.70 .27071 | 7 0.07 47.77 .27161 | 6 0.06 47.83 .27184 | 2 0.02 47.85 .27229 | 17 0.17 48.02 .27313 | 8 0.08 48.10 .273842 | 11 0.11 48.21 .27402 | 11 0.11 48.32 .274199 | 8 0.08 48.40 .27461 | 3 0.03 48.43 .27532 | 4 0.04 48.47 .275882 | 3 0.03 48.50 .27758 | 8 0.08 48.58 .27943 | 6 0.06 48.64 .27958 | 8 0.08 48.72 .279687 | 9 0.09 48.81 .28 | 3 0.03 48.84 .28033 | 5 0.05 48.89 .28087 | 4 0.04 48.93 .281257 | 26 0.26 49.19 .283439 | 11 0.11 49.30 .284953 | 11 0.11 49.41 .285275 | 3 0.03 49.44 .28643 | 7 0.07 49.51 .29335 | 9 0.09 49.60 .294005 | 15 0.15 49.75 .296534 | 2 0.02 49.77 .29785 | 4 0.04 49.81 .29894 | 12 0.12 49.93 .301595 | 5 0.05 49.98 .30163 | 6 0.06 50.04 .30621 | 7 0.07 50.11 .30622 | 16 0.16 50.27 .30646 | 3 0.03 50.30 .30846 | 3 0.03 50.33 .30853 | 4 0.04 50.37 .311208 | 7 0.07 50.44 .313077 | 4 0.04 50.48 .3133 | 5 0.05 50.53 .31353 | 17 0.17 50.70 .316047 | 6 0.06 50.76 .3163 | 5 0.05 50.81 .3165 | 7 0.07 50.88 .31726 | 3 0.03 50.91 .31941 | 3 0.03 50.94 .32038 | 11 0.11 51.05 .321258 | 6 0.06 51.11 .32153 | 11 0.11 51.22 .32221 | 3 0.03 51.25 .322324 | 10 0.10 51.35 .32247 | 18 0.18 51.53 .32279 | 5 0.05 51.58 .32312 | 5 0.05 51.63 .323141 | 7 0.07 51.70 .32331 | 5 0.05 51.75 .324016 | 14 0.14 51.89 .324081 | 9 0.09 51.98 .32606 | 6 0.06 52.04 .32667 | 2 0.02 52.06 .332094 | 2 0.02 52.08 .335057 | 10 0.10 52.18 .336303 | 6 0.06 52.24 .34261 | 1 0.01 52.25 .34337 | 7 0.07 52.32 .343957 | 4 0.04 52.36 .34544 | 3 0.03 52.39 .345503 | 20 0.20 52.59 .34576 | 10 0.10 52.69 .34808 | 3 0.03 52.72 .348098 | 12 0.12 52.84 .350627 | 9 0.09 52.93 .351211 | 11 0.11 53.04 .351608 | 11 0.11 53.15 .351769 | 12 0.12 53.27 .352622 | 1 0.01 53.28 .35364 | 7 0.07 53.35 .35571 | 6 0.06 53.41 .35752 | 3 0.03 53.44 .35821 | 1 0.01 53.45 .35854 | 22 0.22 53.67 .35909 | 8 0.08 53.75 .36345 | 6 0.06 53.81 .36516 | 15 0.15 53.96 .36637 | 7 0.07 54.03 .367185 | 13 0.13 54.16 .368459 | 3 0.03 54.19 .36959 | 2 0.02 54.21 .3697 | 9 0.09 54.30 .37249 | 3 0.03 54.33 .37328 | 5 0.05 54.38 .376247 | 11 0.11 54.49 .37747 | 2 0.02 54.51 .377923 | 20 0.20 54.71 .378793 | 20 0.20 54.91 .379 | 12 0.12 55.03 .380972 | 14 0.14 55.17 .384031 | 17 0.17 55.34 .38419 | 13 0.13 55.47 .38491 | 3 0.03 55.50 .38503 | 4 0.04 55.54 .386346 | 17 0.17 55.71 .38639 | 9 0.09 55.80 .389589 | 4 0.04 55.84 .390336 | 13 0.13 55.97 .39229 | 15 0.15 56.12 .39311 | 7 0.07 56.19 .39313 | 11 0.11 56.30 .394882 | 2 0.02 56.32 .395136 | 18 0.18 56.50 .395371 | 21 0.21 56.71 .39663 | 19 0.19 56.90 .399856 | 12 0.12 57.02 .40046 | 4 0.04 57.06 .40063 | 4 0.04 57.10 .40389 | 3 0.03 57.13 .405305 | 2 0.02 57.15 .40582 | 12 0.12 57.27 .40758 | 7 0.07 57.34 .407612 | 15 0.15 57.49 .409621 | 15 0.15 57.64 .412323 | 5 0.05 57.69 .41395 | 2 0.02 57.71 .41783 | 14 0.14 57.85 .41812 | 3 0.03 57.88 .42052 | 8 0.08 57.96 .420952 | 12 0.12 58.08 .42613 | 9 0.09 58.17 .42637 | 6 0.06 58.23 .42828 | 7 0.07 58.30 .42935 | 10 0.10 58.40 .43009 | 6 0.06 58.46 .43171 | 2 0.02 58.48 .43346 | 4 0.04 58.52 .434074 | 12 0.12 58.64 .434753 | 16 0.16 58.80 .435411 | 24 0.24 59.04 .437985 | 12 0.12 59.16 .43866 | 4 0.04 59.20 .438837 | 5 0.05 59.25 .43949 | 4 0.04 59.29 .443328 | 6 0.06 59.35 .44551 | 10 0.10 59.45 .448413 | 4 0.04 59.49 .450014 | 6 0.06 59.55 .45566 | 4 0.04 59.59 .456 | 10 0.10 59.69 .460436 | 7 0.07 59.76 .46293 | 1 0.01 59.77 .46381 | 17 0.17 59.94 .465134 | 4 0.04 59.98 .466008 | 12 0.12 60.10 .46627 | 1 0.01 60.11 .46809 | 3 0.03 60.14 .47001 | 13 0.13 60.27 .470598 | 20 0.20 60.47 .47151 | 8 0.08 60.55 .473653 | 6 0.06 60.61 .47387 | 6 0.06 60.67 .47662 | 9 0.09 60.76 .4782 | 5 0.05 60.81 .48341 | 11 0.11 60.92 .48346 | 2 0.02 60.94 .485464 | 14 0.14 61.08 .486848 | 8 0.08 61.16 .488658 | 6 0.06 61.22 .49003 | 6 0.06 61.28 .4927 | 6 0.06 61.34 .49401 | 4 0.04 61.38 .4943 | 7 0.07 61.45 .49762 | 9 0.09 61.54 .500701 | 20 0.20 61.74 .50137 | 3 0.03 61.77 .50162 | 11 0.11 61.88 .50302 | 4 0.04 61.92 .5039 | 6 0.06 61.98 .50461 | 4 0.04 62.02 .50503 | 5 0.05 62.07 .50564 | 8 0.08 62.15 .511749 | 4 0.04 62.19 .51193 | 1 0.01 62.20 .51243 | 6 0.06 62.26 .51369 | 3 0.03 62.29 .5147 | 5 0.05 62.34 .515085 | 3 0.03 62.37 .516339 | 4 0.04 62.41 .51774 | 11 0.11 62.52 .51883 | 9 0.09 62.61 .519736 | 1 0.01 62.62 .52419 | 4 0.04 62.66 .52437 | 10 0.10 62.76 .528215 | 10 0.10 62.86 .53033 | 4 0.04 62.90 .531424 | 10 0.10 63.00 .533265 | 11 0.11 63.11 .533269 | 6 0.06 63.17 .535105 | 21 0.21 63.38 .53597 | 5 0.05 63.43 .53904 | 4 0.04 63.47 .54005 | 3 0.03 63.50 .54242 | 4 0.04 63.54 .54522 | 3 0.03 63.57 .54695 | 7 0.07 63.64 .548364 | 15 0.15 63.79 .55181 | 6 0.06 63.85 .55327 | 2 0.02 63.87 .55328 | 12 0.12 63.99 .55336 | 3 0.03 64.02 .55551 | 18 0.18 64.20 .556353 | 15 0.15 64.35 .55637 | 7 0.07 64.42 .56009 | 4 0.04 64.46 .56219 | 5 0.05 64.51 .564065 | 3 0.03 64.54 .565964 | 4 0.04 64.58 .56679 | 2 0.02 64.60 .567604 | 16 0.16 64.76 .572254 | 17 0.17 64.93 .57239 | 20 0.20 65.13 .574305 | 6 0.06 65.19 .576279 | 3 0.03 65.22 .576307 | 6 0.06 65.28 .577574 | 18 0.18 65.46 .57767 | 4 0.04 65.50 .57816 | 6 0.06 65.56 .579996 | 7 0.07 65.63 .58074 | 8 0.08 65.71 .58356 | 9 0.09 65.80 .58467 | 3 0.03 65.83 .58479 | 11 0.11 65.94 .58572 | 4 0.04 65.98 .58791 | 2 0.02 66.00 .59175 | 3 0.03 66.03 .593934 | 11 0.11 66.14 .5962 | 5 0.05 66.19 .60115 | 1 0.01 66.20 .602119 | 17 0.17 66.37 .602294 | 6 0.06 66.43 .603108 | 2 0.02 66.45 .603684 | 2 0.02 66.47 .604921 | 6 0.06 66.53 .60529 | 3 0.03 66.56 .613673 | 8 0.08 66.64 .61453 | 6 0.06 66.70 .62958 | 3 0.03 66.73 .63004 | 6 0.06 66.79 .63227 | 7 0.07 66.86 .63292 | 5 0.05 66.91 .635394 | 6 0.06 66.97 .636459 | 13 0.13 67.10 .63717 | 4 0.04 67.14 .637238 | 6 0.06 67.20 .639721 | 2 0.02 67.22 .648001 | 11 0.11 67.33 .64843 | 10 0.10 67.43 .649086 | 11 0.11 67.54 .64981 | 11 0.11 67.65 .65155 | 5 0.05 67.70 .65356 | 4 0.04 67.74 .65482 | 4 0.04 67.78 .6553 | 5 0.05 67.83 .657724 | 4 0.04 67.87 .65858 | 6 0.06 67.93 .66269 | 2 0.02 67.95 .6635 | 7 0.07 68.02 .66521 | 6 0.06 68.08 .6683 | 3 0.03 68.11 .670772 | 6 0.06 68.17 .672887 | 19 0.19 68.36 .673776 | 18 0.18 68.54 .674433 | 5 0.05 68.59 .67471 | 6 0.06 68.65 .67944 | 5 0.05 68.70 .67965 | 7 0.07 68.77 .68817 | 8 0.08 68.85 .690821 | 4 0.04 68.89 .69122 | 3 0.03 68.92 .692498 | 17 0.17 69.09 .69549 | 1 0.01 69.10 .698395 | 4 0.04 69.14 .69856 | 5 0.05 69.19 .700494 | 14 0.14 69.33 .701036 | 11 0.11 69.44 .70143 | 6 0.06 69.50 .71208 | 4 0.04 69.54 .71701 | 2 0.02 69.56 .717155 | 9 0.09 69.65 .71917 | 2 0.02 69.67 .73573 | 5 0.05 69.72 .736465 | 6 0.06 69.78 .73654 | 4 0.04 69.82 .73842 | 5 0.05 69.87 .74132 | 5 0.05 69.92 .741515 | 8 0.08 70.00 .74217 | 3 0.03 70.03 .74556 | 8 0.08 70.11 .74865 | 4 0.04 70.15 .754 | 5 0.05 70.20 .756716 | 8 0.08 70.28 .7576 | 3 0.03 70.31 .76338 | 10 0.10 70.41 .76429 | 5 0.05 70.46 .772343 | 9 0.09 70.55 .774137 | 10 0.10 70.65 .77508 | 1 0.01 70.66 .77596 | 8 0.08 70.74 .779189 | 4 0.04 70.78 .780187 | 8 0.08 70.86 .784543 | 19 0.19 71.05 .785213 | 11 0.11 71.16 .78748 | 4 0.04 71.20 .788 | 9 0.09 71.29 .78885 | 2 0.02 71.31 .79095 | 8 0.08 71.39 .79141 | 6 0.06 71.45 .791467 | 9 0.09 71.54 .796796 | 6 0.06 71.60 .80753 | 3 0.03 71.63 .81378 | 2 0.02 71.65 .81967 | 4 0.04 71.69 .82465 | 10 0.10 71.79 .825942 | 22 0.22 72.01 .83042 | 3 0.03 72.04 .83426 | 4 0.04 72.08 .83779 | 4 0.04 72.12 .838107 | 5 0.05 72.17 .83972 | 9 0.09 72.26 .841369 | 15 0.15 72.41 .84787 | 2 0.02 72.43 .84841 | 9 0.09 72.52 .84878 | 6 0.06 72.58 .850617 | 7 0.07 72.65 .851349 | 6 0.06 72.71 .85285 | 4 0.04 72.75 .85673 | 4 0.04 72.79 .857267 | 4 0.04 72.83 .858181 | 17 0.17 73.00 .859593 | 5 0.05 73.05 .86225 | 5 0.05 73.10 .863338 | 6 0.06 73.16 .86428 | 8 0.08 73.24 .87081 | 8 0.08 73.32 .87345 | 8 0.08 73.40 .876747 | 8 0.08 73.48 .87718 | 2 0.02 73.50 .87868 | 6 0.06 73.56 .88368 | 9 0.09 73.65 .88506 | 1 0.01 73.66 .886132 | 8 0.08 73.74 .886415 | 9 0.09 73.83 .8911 | 4 0.04 73.87 .89154 | 6 0.06 73.93 .89292 | 6 0.06 73.99 .8952 | 5 0.05 74.04 .89995 | 2 0.02 74.06 .90934 | 17 0.17 74.23 .91036 | 10 0.10 74.33 .93081 | 7 0.07 74.40 .93786 | 7 0.07 74.47 .93802 | 2 0.02 74.49 .94046 | 8 0.08 74.57 .94288 | 2 0.02 74.59 .95086 | 2 0.02 74.61 .96479 | 9 0.09 74.70 .965372 | 7 0.07 74.77 .97023 | 8 0.08 74.85 .9732 | 3 0.03 74.88 .97465 | 5 0.05 74.93 .98169 | 3 0.03 74.96 .986486 | 14 0.14 75.10 .98949 | 12 0.12 75.22 .99015 | 3 0.03 75.25 .998979 | 2 0.02 75.27 1.005541 | 14 0.14 75.41 1.00701 | 13 0.13 75.54 1.00936 | 10 0.10 75.64 1.01674 | 7 0.07 75.71 1.01788 | 3 0.03 75.74 1.01795 | 4 0.04 75.78 1.02406 | 7 0.07 75.85 1.03162 | 8 0.08 75.93 1.03476 | 2 0.02 75.95 1.040919 | 5 0.05 76.00 1.04199 | 5 0.05 76.05 1.05718 | 4 0.04 76.09 1.067924 | 5 0.05 76.14 1.0738 | 3 0.03 76.17 1.09066 | 3 0.03 76.20 1.09546 | 2 0.02 76.22 1.099277 | 5 0.05 76.27 1.11134 | 4 0.04 76.31 1.112923 | 12 0.12 76.43 1.12016 | 5 0.05 76.48 1.125122 | 7 0.07 76.55 1.131312 | 4 0.04 76.59 1.13335 | 2 0.02 76.61 1.14011 | 9 0.09 76.70 1.144838 | 16 0.16 76.86 1.156202 | 3 0.03 76.89 1.16799 | 10 0.10 76.99 1.169396 | 23 0.23 77.22 1.17071 | 2 0.02 77.24 1.17146 | 4 0.04 77.28 1.17322 | 4 0.04 77.32 1.18313 | 3 0.03 77.35 1.18675 | 7 0.07 77.42 1.18713 | 4 0.04 77.46 1.18808 | 10 0.10 77.56 1.204403 | 4 0.04 77.60 1.20909 | 5 0.05 77.65 1.209516 | 2 0.02 77.67 1.214873 | 8 0.08 77.75 1.215762 | 3 0.03 77.78 1.2279 | 5 0.05 77.83 1.22826 | 10 0.10 77.93 1.22842 | 5 0.05 77.98 1.23234 | 9 0.09 78.07 1.23336 | 4 0.04 78.11 1.23675 | 6 0.06 78.17 1.23806 | 6 0.06 78.23 1.24151 | 1 0.01 78.24 1.255646 | 11 0.11 78.35 1.25992 | 3 0.03 78.38 1.26063 | 5 0.05 78.43 1.268698 | 6 0.06 78.49 1.270033 | 8 0.08 78.57 1.270092 | 3 0.03 78.60 1.270715 | 3 0.03 78.63 1.28015 | 6 0.06 78.69 1.28623 | 6 0.06 78.75 1.3023 | 6 0.06 78.81 1.31382 | 2 0.02 78.83 1.328877 | 13 0.13 78.96 1.329218 | 6 0.06 79.02 1.33211 | 9 0.09 79.11 1.332347 | 3 0.03 79.14 1.33661 | 8 0.08 79.22 1.337959 | 11 0.11 79.33 1.34615 | 5 0.05 79.38 1.353923 | 7 0.07 79.45 1.3565 | 4 0.04 79.49 1.364148 | 2 0.02 79.51 1.369659 | 15 0.15 79.66 1.37623 | 12 0.12 79.78 1.3796 | 2 0.02 79.80 1.39637 | 11 0.11 79.91 1.3975 | 2 0.02 79.93 1.40778 | 2 0.02 79.95 1.407912 | 8 0.08 80.03 1.426 | 16 0.16 80.19 1.42789 | 5 0.05 80.24 1.43283 | 3 0.03 80.27 1.435193 | 4 0.04 80.31 1.437452 | 8 0.08 80.39 1.439473 | 6 0.06 80.45 1.442215 | 6 0.06 80.51 1.44558 | 4 0.04 80.55 1.45332 | 2 0.02 80.57 1.45409 | 2 0.02 80.59 1.4599 | 8 0.08 80.67 1.47416 | 3 0.03 80.70 1.47979 | 4 0.04 80.74 1.49492 | 4 0.04 80.78 1.51502 | 6 0.06 80.84 1.51924 | 4 0.04 80.88 1.52139 | 7 0.07 80.95 1.5224 | 2 0.02 80.97 1.540858 | 10 0.10 81.07 1.549613 | 7 0.07 81.14 1.550978 | 3 0.03 81.17 1.5535 | 5 0.05 81.22 1.55546 | 7 0.07 81.29 1.56692 | 6 0.06 81.35 1.591924 | 2 0.02 81.37 1.59221 | 5 0.05 81.42 1.605464 | 7 0.07 81.49 1.61583 | 2 0.02 81.51 1.620862 | 6 0.06 81.57 1.6218 | 2 0.02 81.59 1.62256 | 3 0.03 81.62 1.62876 | 5 0.05 81.67 1.62922 | 2 0.02 81.69 1.63198 | 8 0.08 81.77 1.63587 | 9 0.09 81.86 1.657359 | 8 0.08 81.94 1.663895 | 12 0.12 82.06 1.66616 | 3 0.03 82.09 1.66753 | 3 0.03 82.12 1.676346 | 22 0.22 82.34 1.68898 | 3 0.03 82.37 1.694611 | 5 0.05 82.42 1.700059 | 9 0.09 82.51 1.70434 | 5 0.05 82.56 1.73639 | 4 0.04 82.60 1.74425 | 7 0.07 82.67 1.74824 | 3 0.03 82.70 1.760908 | 16 0.16 82.86 1.769443 | 13 0.13 82.99 1.784013 | 5 0.05 83.04 1.785662 | 5 0.05 83.09 1.79366 | 5 0.05 83.14 1.797 | 2 0.02 83.16 1.801286 | 3 0.03 83.19 1.823521 | 6 0.06 83.25 1.84365 | 3 0.03 83.28 1.843994 | 3 0.03 83.31 1.86427 | 5 0.05 83.36 1.873256 | 4 0.04 83.40 1.8799 | 3 0.03 83.43 1.89296 | 2 0.02 83.45 1.91525 | 3 0.03 83.48 1.917713 | 4 0.04 83.52 1.92438 | 3 0.03 83.55 1.93459 | 8 0.08 83.63 1.93846 | 6 0.06 83.69 1.965814 | 4 0.04 83.73 1.97393 | 3 0.03 83.76 1.9927 | 2 0.02 83.78 2.033056 | 5 0.05 83.83 2.034134 | 2 0.02 83.85 2.05264 | 5 0.05 83.90 2.060314 | 9 0.09 83.99 2.06296 | 8 0.08 84.07 2.09839 | 5 0.05 84.12 2.099188 | 4 0.04 84.16 2.101199 | 3 0.03 84.19 2.10427 | 5 0.05 84.24 2.113456 | 7 0.07 84.31 2.117329 | 11 0.11 84.42 2.13311 | 4 0.04 84.46 2.15176 | 6 0.06 84.52 2.157517 | 8 0.08 84.60 2.189327 | 4 0.04 84.64 2.223403 | 4 0.04 84.68 2.22684 | 1 0.01 84.69 2.238719 | 8 0.08 84.77 2.252537 | 9 0.09 84.86 2.25415 | 7 0.07 84.93 2.289271 | 8 0.08 85.01 2.29989 | 9 0.09 85.10 2.30851 | 3 0.03 85.13 2.310642 | 4 0.04 85.17 2.312046 | 6 0.06 85.23 2.31881 | 7 0.07 85.30 2.330836 | 4 0.04 85.34 2.351787 | 4 0.04 85.38 2.366214 | 18 0.18 85.56 2.425115 | 9 0.09 85.65 2.433918 | 5 0.05 85.70 2.4356 | 3 0.03 85.73 2.450567 | 7 0.07 85.80 2.47025 | 5 0.05 85.85 2.482435 | 4 0.04 85.89 2.484816 | 5 0.05 85.94 2.48938 | 4 0.04 85.98 2.49024 | 6 0.06 86.04 2.49234 | 6 0.06 86.10 2.50303 | 5 0.05 86.15 2.505088 | 6 0.06 86.21 2.51922 | 4 0.04 86.25 2.529821 | 7 0.07 86.32 2.553252 | 2 0.02 86.34 2.57802 | 1 0.01 86.35 2.579994 | 14 0.14 86.49 2.59511 | 8 0.08 86.57 2.598132 | 18 0.18 86.75 2.634933 | 7 0.07 86.82 2.636499 | 5 0.05 86.87 2.640363 | 3 0.03 86.90 2.65427 | 8 0.08 86.98 2.66766 | 4 0.04 87.02 2.67478 | 8 0.08 87.10 2.685219 | 6 0.06 87.16 2.693178 | 7 0.07 87.23 2.711433 | 7 0.07 87.30 2.74567 | 2 0.02 87.32 2.749061 | 8 0.08 87.40 2.76262 | 5 0.05 87.45 2.77158 | 2 0.02 87.47 2.79158 | 4 0.04 87.51 2.84059 | 2 0.02 87.53 2.85659 | 2 0.02 87.55 2.86114 | 2 0.02 87.57 2.866532 | 2 0.02 87.59 2.88372 | 9 0.09 87.68 2.89077 | 6 0.06 87.74 2.891891 | 4 0.04 87.78 2.89674 | 2 0.02 87.80 2.910784 | 8 0.08 87.88 2.92917 | 2 0.02 87.90 2.949184 | 8 0.08 87.98 2.963014 | 13 0.13 88.11 2.96589 | 6 0.06 88.17 2.967571 | 3 0.03 88.20 3.01464 | 11 0.11 88.31 3.02113 | 8 0.08 88.39 3.0237 | 3 0.03 88.42 3.02911 | 8 0.08 88.50 3.05459 | 2 0.02 88.52 3.067439 | 8 0.08 88.60 3.07955 | 8 0.08 88.68 3.080758 | 18 0.18 88.86 3.08955 | 3 0.03 88.89 3.097 | 6 0.06 88.95 3.12479 | 5 0.05 89.00 3.125483 | 1 0.01 89.01 3.130106 | 11 0.11 89.12 3.16229 | 2 0.02 89.14 3.1732 | 5 0.05 89.19 3.174833 | 4 0.04 89.23 3.213959 | 4 0.04 89.27 3.21639 | 4 0.04 89.31 3.21857 | 5 0.05 89.36 3.23161 | 3 0.03 89.39 3.237021 | 2 0.02 89.41 3.248089 | 2 0.02 89.43 3.25131 | 4 0.04 89.47 3.25804 | 4 0.04 89.51 3.26143 | 2 0.02 89.53 3.27542 | 5 0.05 89.58 3.276851 | 5 0.05 89.63 3.29486 | 3 0.03 89.66 3.296388 | 4 0.04 89.70 3.318586 | 4 0.04 89.74 3.32055 | 9 0.09 89.83 3.326332 | 4 0.04 89.87 3.35582 | 2 0.02 89.89 3.35721 | 2 0.02 89.91 3.378223 | 4 0.04 89.95 3.383433 | 7 0.07 90.02 3.393374 | 5 0.05 90.07 3.41075 | 10 0.10 90.17 3.48249 | 2 0.02 90.19 3.553226 | 16 0.16 90.35 3.593665 | 3 0.03 90.38 3.62731 | 5 0.05 90.43 3.62974 | 1 0.01 90.44 3.631819 | 3 0.03 90.47 3.640014 | 9 0.09 90.56 3.77072 | 7 0.07 90.63 3.78274 | 4 0.04 90.67 3.787581 | 4 0.04 90.71 3.79333 | 4 0.04 90.75 3.813098 | 6 0.06 90.81 3.817223 | 11 0.11 90.92 3.82745 | 4 0.04 90.96 3.836973 | 4 0.04 91.00 3.926641 | 3 0.03 91.03 3.96706 | 5 0.05 91.08 3.98788 | 4 0.04 91.12 3.990751 | 4 0.04 91.16 4.013242 | 2 0.02 91.18 4.022827 | 2 0.02 91.20 4.04835 | 4 0.04 91.24 4.15817 | 3 0.03 91.27 4.1846 | 8 0.08 91.35 4.19704 | 8 0.08 91.43 4.22251 | 2 0.02 91.45 4.256383 | 8 0.08 91.53 4.346909 | 5 0.05 91.58 4.363272 | 17 0.17 91.75 4.409801 | 5 0.05 91.80 4.4704 | 5 0.05 91.85 4.5562 | 3 0.03 91.88 4.615361 | 3 0.03 91.91 4.63632 | 2 0.02 91.93 4.64727 | 3 0.03 91.96 4.663174 | 8 0.08 92.04 4.67097 | 4 0.04 92.08 4.683327 | 5 0.05 92.13 4.69278 | 4 0.04 92.17 4.719811 | 3 0.03 92.20 4.755812 | 2 0.02 92.22 4.78108 | 2 0.02 92.24 4.78896 | 5 0.05 92.29 4.79286 | 5 0.05 92.34 4.815769 | 5 0.05 92.39 4.842003 | 3 0.03 92.42 4.923247 | 7 0.07 92.49 4.9395 | 4 0.04 92.53 4.945581 | 2 0.02 92.55 4.97452 | 2 0.02 92.57 4.977138 | 16 0.16 92.73 4.99807 | 2 0.02 92.75 5.04 | 5 0.05 92.80 5.087117 | 4 0.04 92.84 5.118169 | 3 0.03 92.87 5.181565 | 2 0.02 92.89 5.283945 | 16 0.16 93.05 5.332399 | 9 0.09 93.14 5.3364 | 7 0.07 93.21 5.36879 | 7 0.07 93.28 5.3727 | 2 0.02 93.30 5.40218 | 3 0.03 93.33 5.44971 | 3 0.03 93.36 5.50987 | 4 0.04 93.40 5.519168 | 8 0.08 93.48 5.56607 | 3 0.03 93.51 5.623994 | 1 0.01 93.52 5.674275 | 3 0.03 93.55 5.718661 | 2 0.02 93.57 5.798966 | 3 0.03 93.60 5.801296 | 2 0.02 93.62 5.824383 | 2 0.02 93.64 5.875896 | 5 0.05 93.69 5.907354 | 3 0.03 93.72 6.004696 | 8 0.08 93.80 6.128801 | 3 0.03 93.83 6.20423 | 8 0.08 93.91 6.237425 | 2 0.02 93.93 6.30486 | 6 0.06 93.99 6.35831 | 7 0.07 94.06 6.367907 | 7 0.07 94.13 6.37452 | 2 0.02 94.15 6.38356 | 8 0.08 94.23 6.59893 | 1 0.01 94.24 6.68598 | 4 0.04 94.28 6.80101 | 2 0.02 94.30 6.83461 | 1 0.01 94.31 6.888245 | 2 0.02 94.33 6.890044 | 2 0.02 94.35 6.90843 | 1 0.01 94.36 6.981931 | 2 0.02 94.38 7.08406 | 1 0.01 94.39 7.10573 | 6 0.06 94.45 7.121991 | 2 0.02 94.47 7.20384 | 1 0.01 94.48 7.23467 | 4 0.04 94.52 7.284522 | 4 0.04 94.56 7.288103 | 3 0.03 94.59 7.384571 | 7 0.07 94.66 7.384596 | 4 0.04 94.70 7.428022 | 4 0.04 94.74 7.51467 | 3 0.03 94.77 7.52979 | 4 0.04 94.81 7.687544 | 11 0.11 94.92 7.812263 | 13 0.13 95.05 7.82 | 1 0.01 95.06 7.93541 | 5 0.05 95.11 7.986748 | 5 0.05 95.16 8.01335 | 2 0.02 95.18 8.057107 | 4 0.04 95.22 8.194767 | 6 0.06 95.28 8.214602 | 16 0.16 95.44 8.24865 | 13 0.13 95.57 8.31409 | 6 0.06 95.63 8.51134 | 6 0.06 95.69 8.547523 | 6 0.06 95.75 8.572662 | 9 0.09 95.84 8.66867 | 4 0.04 95.88 8.713247 | 6 0.06 95.94 8.82646 | 3 0.03 95.97 8.909756 | 4 0.04 96.01 9.132954 | 5 0.05 96.06 9.305697 | 6 0.06 96.12 9.324901 | 16 0.16 96.28 9.381363 | 4 0.04 96.32 9.395043 | 7 0.07 96.39 9.407106 | 3 0.03 96.42 9.474684 | 8 0.08 96.50 9.48003 | 4 0.04 96.54 9.59836 | 5 0.05 96.59 9.631 | 4 0.04 96.63 9.834564 | 3 0.03 96.66 9.915841 | 2 0.02 96.68 10.01731 | 2 0.02 96.70 10.13959 | 7 0.07 96.77 10.26288 | 2 0.02 96.79 10.35923 | 9 0.09 96.88 10.35949 | 4 0.04 96.92 10.45631 | 4 0.04 96.96 10.57654 | 4 0.04 97.00 10.58325 | 6 0.06 97.06 10.70201 | 7 0.07 97.13 10.74448 | 3 0.03 97.16 10.9931 | 2 0.02 97.18 10.99532 | 3 0.03 97.21 11.19665 | 7 0.07 97.28 11.306 | 5 0.05 97.33 11.64467 | 4 0.04 97.37 12.07837 | 3 0.03 97.40 12.11603 | 8 0.08 97.48 12.18758 | 5 0.05 97.53 12.22653 | 3 0.03 97.56 12.4702 | 4 0.04 97.60 12.61971 | 4 0.04 97.64 12.73171 | 2 0.02 97.66 12.75774 | 3 0.03 97.69 12.78879 | 2 0.02 97.71 13.2269 | 4 0.04 97.75 13.31882 | 2 0.02 97.77 13.52793 | 2 0.02 97.79 13.81186 | 6 0.06 97.85 13.97283 | 4 0.04 97.89 14.02924 | 3 0.03 97.92 14.37327 | 4 0.04 97.96 14.4154 | 7 0.07 98.03 14.4752 | 2 0.02 98.05 14.6336 | 6 0.06 98.11 14.87306 | 4 0.04 98.15 14.89491 | 2 0.02 98.17 14.96515 | 6 0.06 98.23 15.14835 | 5 0.05 98.28 15.24903 | 4 0.04 98.32 15.56867 | 4 0.04 98.36 15.65043 | 4 0.04 98.40 15.75128 | 6 0.06 98.46 16.2978 | 6 0.06 98.52 16.51911 | 2 0.02 98.54 16.67483 | 4 0.04 98.58 17.86851 | 9 0.09 98.67 18.27126 | 7 0.07 98.74 18.41751 | 4 0.04 98.78 19.59227 | 9 0.09 98.87 19.66448 | 3 0.03 98.90 19.7605 | 9 0.09 98.99 21.53847 | 4 0.04 99.03 22.35078 | 6 0.06 99.09 23.28144 | 17 0.17 99.26 24.18991 | 1 0.01 99.27 25.37098 | 7 0.07 99.34 26.10562 | 2 0.02 99.36 26.21409 | 12 0.12 99.48 26.25449 | 10 0.10 99.58 30.53158 | 2 0.02 99.60 31.79967 | 1 0.01 99.61 32.07085 | 3 0.03 99.64 32.49679 | 2 0.02 99.66 33.01749 | 7 0.07 99.73 34.45691 | 6 0.06 99.79 37.10867 | 3 0.03 99.82 47.31941 | 6 0.06 99.88 63.16989 | 1 0.01 99.89 74.04794 | 11 0.11 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 1 Mar 2018