Frequencies for first 10,000 rows of lot_num variable in drug2011q4 dataset : Lot number of the drug | Freq. Percent Cum. ------------------------------------+----------------------------------- | 9,053 90.53 90.53 000000 | 1 0.01 90.54 0009567 | 1 0.01 90.55 00179861 | 1 0.01 90.56 007087A | 1 0.01 90.57 00837601 | 1 0.01 90.58 01 | 1 0.01 90.59 014571610910 | 1 0.01 90.60 01505401 | 1 0.01 90.61 01A286 | 1 0.01 90.62 03348A | 1 0.01 90.63 03575A03579A | 1 0.01 90.64 03687 | 1 0.01 90.65 03822B | 1 0.01 90.66 03823A | 1 0.01 90.67 042292E042292E | 4 0.04 90.71 051572E | 1 0.01 90.72 060773A | 1 0.01 90.73 0648110 | 1 0.01 90.74 0651000974 | 1 0.01 90.75 08001115 | 1 0.01 90.76 0863031 | 1 0.01 90.77 09000616 | 1 0.01 90.78 0914197 | 3 0.03 90.81 0915242 | 2 0.02 90.83 0920404 | 1 0.01 90.84 09J150H | 2 0.02 90.86 0E2P552B1 | 1 0.01 90.87 0F004A | 1 0.01 90.88 0F200A | 1 0.01 90.89 0F542A | 1 0.01 90.90 0MK0439 | 1 0.01 90.91 0ZP2753 | 1 0.01 90.92 10006033 | 1 0.01 90.93 100251 | 1 0.01 90.94 1004027P1 | 1 0.01 90.95 10086532 | 1 0.01 90.96 1013650P1 | 1 0.01 90.97 1014411P1 | 1 0.01 90.98 1014416P11103829P1 | 6 0.06 91.04 101484 | 4 0.04 91.08 101874 | 1 0.01 91.09 101899A0D1017 | 1 0.01 91.10 1021119 | 1 0.01 91.11 102142 | 1 0.01 91.12 102143 | 1 0.01 91.13 1021468 | 1 0.01 91.14 102384 | 1 0.01 91.15 1024587 | 1 0.01 91.16 1024943 | 2 0.02 91.18 1024944 | 1 0.01 91.19 1025259 | 1 0.01 91.20 1025279 | 1 0.01 91.21 1025307 | 1 0.01 91.22 1025529 | 1 0.01 91.23 1025532 | 1 0.01 91.24 1026527A | 1 0.01 91.25 1026665 | 1 0.01 91.26 106769 | 1 0.01 91.27 10985395RB | 1 0.01 91.28 10C051BD10H011BF | 2 0.02 91.30 10K30CH0020 | 2 0.02 91.32 10P003A503 | 1 0.01 91.33 1100104 | 1 0.01 91.34 1100104P1 | 2 0.02 91.36 1100108P1 | 1 0.01 91.37 1100109P1 | 1 0.01 91.38 1103829P1 | 1 0.01 91.39 1106557P1 | 2 0.02 91.41 1131 | 1 0.01 91.42 1138036 | 1 0.01 91.43 1191LZ | 1 0.01 91.44 12556C | 1 0.01 91.45 131601 | 1 0.01 91.46 13F245 | 1 0.01 91.47 15251 | 2 0.02 91.49 152922C | 1 0.01 91.50 160896A | 1 0.01 91.51 165534A165541A | 2 0.02 91.53 165553A | 1 0.01 91.54 167079405044 | 1 0.01 91.55 181264 | 1 0.01 91.56 183662 | 1 0.01 91.57 189584 | 1 0.01 91.58 193941 | 1 0.01 91.59 1943 | 1 0.01 91.60 198919400263 | 1 0.01 91.61 1C0040925 | 1 0.01 91.62 1CT0174V | 1 0.01 91.63 1D64053 | 1 0.01 91.64 1F137A | 1 0.01 91.65 1F597A | 2 0.02 91.67 1F598A | 4 0.04 91.71 1F618A | 2 0.02 91.73 1F627A | 1 0.01 91.74 1F633A | 3 0.03 91.77 1F650A | 2 0.02 91.79 1F662A | 2 0.02 91.81 1F679A | 2 0.02 91.83 1F692A | 4 0.04 91.87 1F693A | 2 0.02 91.89 1F694A | 1 0.01 91.90 1ZP0789 | 1 0.01 91.91 1ZP1256 | 1 0.01 91.92 1ZP42651ZP6568 | 1 0.01 91.93 1ZP6568 | 1 0.01 91.94 1ZP8206 | 1 0.01 91.95 2008P04822008P06462009P0304200 | 2 0.02 91.97 200996 | 1 0.01 91.98 2009P03042009P0646 | 2 0.02 92.00 213218751 | 1 0.01 92.01 214200 | 1 0.01 92.02 25845 | 1 0.01 92.03 2858B | 1 0.01 92.04 30212371A | 1 0.01 92.05 303254 | 1 0.01 92.06 305332 | 1 0.01 92.07 306104 | 1 0.01 92.08 3080707S | 1 0.01 92.09 312733 | 1 0.01 92.10 32002 | 2 0.02 92.12 3480LZ | 1 0.01 92.13 364185 | 2 0.02 92.15 4323700004 | 1 0.01 92.16 4323700005 | 1 0.01 92.17 4323800014 | 2 0.02 92.19 4326200015 | 1 0.01 92.20 4328500010 | 2 0.02 92.22 4349300030 | 1 0.01 92.23 4349300046 | 1 0.01 92.24 4349300054 | 2 0.02 92.26 4349300070 | 1 0.01 92.27 500151 | 1 0.01 92.28 500163 | 1 0.01 92.29 500169 | 1 0.01 92.30 5401V7V | 1 0.01 92.31 5401W1T | 1 0.01 92.32 54021LK | 1 0.01 92.33 54023L1 | 1 0.01 92.34 54024KW | 1 0.01 92.35 56ODY01 | 1 0.01 92.36 59623 | 2 0.02 92.38 6DK0047 | 1 0.01 92.39 70402 | 1 0.01 92.40 72284B | 1 0.01 92.41 72686 | 1 0.01 92.42 74589A | 1 0.01 92.43 81042A | 1 0.01 92.44 81307A | 2 0.02 92.46 82338A | 1 0.01 92.47 83532A | 1 0.01 92.48 910423737J | 1 0.01 92.49 91594B | 2 0.02 92.51 91646A | 1 0.01 92.52 950909A03 | 2 0.02 92.54 971153A | 1 0.01 92.55 9CK0026 | 1 0.01 92.56 9CK0439 | 1 0.01 92.57 9CZT900 | 1 0.01 92.58 9K6025C | 1 0.01 92.59 9KK0672 | 1 0.01 92.60 9LK0263 | 1 0.01 92.61 A013701 | 1 0.01 92.62 A0493 | 2 0.02 92.64 A11GW101 | 2 0.02 92.66 A1292 | 1 0.01 92.67 A591127C | 1 0.01 92.68 A60115X | 1 0.01 92.69 A627472C | 1 0.01 92.70 A639708C | 1 0.01 92.71 A709633C | 2 0.02 92.73 A713108C | 1 0.01 92.74 A719438D | 2 0.02 92.76 A719441C | 1 0.01 92.77 A723778C | 1 0.01 92.78 A728051C | 1 0.01 92.79 A728052C | 1 0.01 92.80 A736415E | 2 0.02 92.82 A738552C | 1 0.01 92.83 A738557C | 3 0.03 92.86 A738557D | 1 0.01 92.87 A745676C | 1 0.01 92.88 A748545C | 1 0.01 92.89 A783473A | 1 0.01 92.90 A788788K | 1 0.01 92.91 A791039F | 1 0.01 92.92 A805426C | 5 0.05 92.97 A806289C | 2 0.02 92.99 A812688A | 1 0.01 93.00 A817047C | 2 0.02 93.02 A821415C | 4 0.04 93.06 A823744 | 1 0.01 93.07 A825808E | 1 0.01 93.08 A828444 | 1 0.01 93.09 A832324D | 1 0.01 93.10 A833914C | 1 0.01 93.11 A834748C | 1 0.01 93.12 A837039 | 1 0.01 93.13 A845027C | 1 0.01 93.14 A855780F | 2 0.02 93.16 A860864G | 2 0.02 93.18 A867480A | 2 0.02 93.20 AA1P053A | 1 0.01 93.21 AA6500AC | 1 0.01 93.22 AABK003 | 2 0.02 93.24 AU000978 | 2 0.02 93.26 AU000995 | 1 0.01 93.27 AU001210 | 2 0.02 93.29 AU001212 | 1 0.01 93.30 AU001231 | 2 0.02 93.32 AU001335 | 3 0.03 93.35 AU001451 | 4 0.04 93.39 AU001514 | 2 0.02 93.41 B1230B01 | 1 0.01 93.42 B1552B1585 | 2 0.02 93.44 BBB7S | 1 0.01 93.45 BCB6U00 | 1 0.01 93.46 BD663B | 1 0.01 93.47 BFF4301101 | 3 0.03 93.50 BJF013 | 2 0.02 93.52 BP086P0102EP083P0101 | 1 0.01 93.53 BP087P0101 | 2 0.02 93.55 BXF5LD1 | 1 0.01 93.56 BXFK661 | 1 0.01 93.57 C1006C01 | 1 0.01 93.58 C110039 | 1 0.01 93.59 C11GW105 | 1 0.01 93.60 C2768 | 1 0.01 93.61 C2815 | 2 0.02 93.63 C30253F | 1 0.01 93.64 C444 | 2 0.02 93.66 C488547 | 1 0.01 93.67 C529456 | 1 0.01 93.68 C62081 | 1 0.01 93.69 C797 | 2 0.02 93.71 C8034NAC8034NB | 1 0.01 93.72 C9084C01 | 2 0.02 93.74 D50375 | 1 0.01 93.75 D61793 | 1 0.01 93.76 D9A100 | 1 0.01 93.77 DGHN | 1 0.01 93.78 DONTKNOW | 1 0.01 93.79 DP030P0301 | 1 0.01 93.80 E28403 | 1 0.01 93.81 E66145 | 1 0.01 93.82 E71142 | 1 0.01 93.83 E94518 | 1 0.01 93.84 E95440PAA014854 | 1 0.01 93.85 E96107 | 1 0.01 93.86 EP083P0101 | 1 0.01 93.87 F0005 | 1 0.01 93.88 F0009 | 1 0.01 93.89 F0018 | 1 0.01 93.90 F0037 | 2 0.02 93.92 F0140 | 1 0.01 93.93 F0145 | 1 0.01 93.94 F02674 | 2 0.02 93.96 F04141 | 1 0.01 93.97 F0682 | 1 0.01 93.98 F18763 | 1 0.01 93.99 F4302 | 1 0.01 94.00 G003167 | 1 0.01 94.01 IDONTKNOW | 1 0.01 94.02 IRMA61002 | 1 0.01 94.03 IRMA61002B6F4501301 | 2 0.02 94.05 IRMA61701 | 2 0.02 94.07 IRMA62301 | 1 0.01 94.08 IRMA62602 | 1 0.01 94.09 ITA073V | 1 0.01 94.10 ITA0ADZ | 1 0.01 94.11 KH020H0101KH024H0101 | 1 0.01 94.12 KH023H0101 | 1 0.01 94.13 LE08K022AF | 1 0.01 94.14 LE12K201AE | 1 0.01 94.15 LE12L052AB | 4 0.04 94.19 LE12L059AC | 1 0.01 94.20 LE12L062AB | 4 0.04 94.24 LE12L067AB | 1 0.01 94.25 LE12L083AC | 4 0.04 94.29 LE12L097AB | 1 0.01 94.30 LE12L098AB | 2 0.02 94.32 LE12L105AB | 4 0.04 94.36 LE12L144AB | 1 0.01 94.37 LE12L149AB | 1 0.01 94.38 LE12LA48AB | 2 0.02 94.40 LE2455RO | 1 0.01 94.41 LOTNOTREP | 2 0.02 94.43 M10GW105 | 1 0.01 94.44 ML1107A | 1 0.01 94.45 NA | 1 0.01 94.46 NB1577 | 1 0.01 94.47 NB3699 | 1 0.01 94.48 NONE | 1 0.01 94.49 NOTAVAILABLE | 23 0.23 94.72 NOTPROVIDED | 3 0.03 94.75 NOTREPORTED | 50 0.50 95.25 NOTREPORTED1100103P1 | 4 0.04 95.29 NOWN | 371 3.71 99.00 NOWN317222028060 | 3 0.03 99.03 NOWNACL0200 | 2 0.02 99.05 NR | 6 0.06 99.11 OA558V | 1 0.01 99.12 OBAK7 | 1 0.01 99.13 OBHK7 | 1 0.01 99.14 OF202A | 1 0.01 99.15 OF542A | 1 0.01 99.16 OF556A | 2 0.02 99.18 ORMKA86201 | 7 0.07 99.25 P32144 | 2 0.02 99.27 P32145 | 2 0.02 99.29 P32147 | 1 0.01 99.30 P32152 | 2 0.02 99.32 P32153 | 3 0.03 99.35 P53546 | 1 0.01 99.36 P68109 | 2 0.02 99.38 P68112 | 1 0.01 99.39 P80004 | 2 0.02 99.41 PAA72C | 1 0.01 99.42 R01006 | 1 0.01 99.43 R32001 | 1 0.01 99.44 R32003 | 1 0.01 99.45 R428763 | 1 0.01 99.46 R454463 | 1 0.01 99.47 R80004 | 1 0.01 99.48 R80008 | 1 0.01 99.49 R80011 | 1 0.01 99.50 S0008A | 1 0.01 99.51 S0009 | 1 0.01 99.52 S0240 | 1 0.01 99.53 S0269 | 6 0.06 99.59 S240 | 3 0.03 99.62 S269 | 3 0.03 99.65 SS0015 | 1 0.01 99.66 T0A622B2 | 1 0.01 99.67 T1516A | 1 0.01 99.68 TRYPHARMACY | 2 0.02 99.70 TU00515 | 1 0.01 99.71 TU0064H | 1 0.01 99.72 TU0075A | 1 0.01 99.73 TU008H5 | 1 0.01 99.74 TU008VT | 1 0.01 99.75 TU0097F | 1 0.01 99.76 TU0098Z | 2 0.02 99.78 TU009BD1 | 1 0.01 99.79 TU009KN | 2 0.02 99.81 TU00A47 | 1 0.01 99.82 U011410H30NA | 1 0.01 99.83 U601201 | 1 0.01 99.84 U9408 | 1 0.01 99.85 UK | 1 0.01 99.86 UPC00071015534126101 | 1 0.01 99.87 V110894 | 2 0.02 99.89 V254A110070128325437138820111 | 1 0.01 99.90 VII0894 | 1 0.01 99.91 VSAN8506 | 3 0.03 99.94 VSCN8004 | 1 0.01 99.95 WDK01 | 1 0.01 99.96 WEF71WEM71 | 1 0.01 99.97 YS62547 | 2 0.02 99.99 Z0209 | 1 0.01 100.00 ------------------------------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 18 Dec 2015