Hi
-My main concern are the 1262 and 1272 observations in the distcd.
-First, for the same company (identified by the individual permno) I am looking to keep the observations which are one month before the 1262 or 1272. (along with keeping these observations of 1262 and 1272).
Hypothetical example: keep monthdate 201111 for permno 93417 if distcd 1262 exists in 201112 for permno 93417. (please note dates are in numeric form).
-Next, I would like to create 3 different databases....
Database 1: Contains 1262 or 1272 observations, where each firms DIVAMT is 10% or greater of the previous month's PRC.
Database 2: Contains 1262 or 1272 observations, where each firms DIVAMT is >5% and <10% of the previous month's PRC.
Database 3: Contains all the remaining 1262 and 1272 observations.
Please note: I need the one month prior observations merely for calculation purposes. See sample data below.
| DATE | PERMNO | DISTCD | DIVAMT | PRC | MONTHDATE |
| 19330531 | 10014 | . | . | 18 | 193305 |
| 19330630 | 10014 | . | . | 21.625 | 193306 |
| 19330731 | 10014 | 1232 | 0.15 | 22.875 | 193307 |
| 19330831 | 10014 | . | . | 30.25 | 193308 |
| 19330930 | 10014 | . | . | 26.25 | 193309 |
| 19331031 | 10014 | 1232 | 0.15 | 25.625 | 193310 |
| 19331031 | 10014 | 1272 | 0.15 | 25.625 | 193310 |
| 19331129 | 10014 | . | . | 22.625 | 193311 |
| 19331230 | 10014 | . | . | 22.375 | 193312 |
| 19340131 | 10014 | 1232 | 0.15 | 21.75 | 193401 |
| 19340131 | 10014 | 1272 | 0.15 | 21.75 | 193401 |
| 19340228 | 10014 | . | . | 19.75 | 193402 |
| 19340331 | 10014 | . | . | 22.625 | 193403 |
| 19340430 | 10014 | 1232 | 0.15 | 19.625 | 193404 |
| 19340430 | 10014 | 1272 | 0.15 | 19.625 | 193404 |
| 19340531 | 10014 | . | . | 19.5 | 193405 |
| 19340630 | 10014 | . | . | 21.125 | 193406 |
| 19340731 | 10014 | 1232 | 0.15 | 19.375 | 193407 |
| 19340731 | 10014 | 1272 | 0.15 | 19.375 | 193407 |
| 19340831 | 10014 | . | . | 19 | 193408 |
| 19340929 | 10014 | 1232 | 0.15 | 20.25 | 193409 |
| 19341031 | 10014 | 1272 | 0.15 | 17.875 | 193410 |
| 19341130 | 10014 | . | . | 17.625 | 193411 |
| 19341231 | 10014 | . | . | 18.875 | 193412 |
| 19350131 | 10014 | 1232 | 0.15 | 17.375 | 193501 |
| 19350131 | 10014 | 1272 | 0.15 | 17.375 | 193501 |
| 19350228 | 10014 | . | . | 16.5 | 193502 |
| 19350330 | 10014 | . | . | 16.25 | 193503 |
| 19350430 | 10014 | 1232 | 0.15 | 17.75 | 193504 |
| 19350430 | 10014 | 1272 | 0.15 | 17.75 | 193504 |
| 19350531 | 10014 | . | . | 17.25 | 193505 |
| 19350629 | 10014 | . | . | 16.75 | 193506 |
| 19350731 | 10014 | 1232 | 0.15 | 15.5 | 193507 |
| 19350731 | 10014 | 1272 | 0.15 | 15.5 | 193507 |
| 19350831 | 10014 | . | . | 16.5 | 193508 |
| 19350930 | 10014 | . | . | 15.5 | 193509 |
| 19351031 | 10014 | 1232 | 0.15 | 13.875 | 193510 |
| 19351031 | 10014 | 1272 | 0.15 | 13.875 | 193510 |
| 19351130 | 10014 | . | . | 15.375 | 193511 |
| 19351231 | 10014 | . | . | 15.375 | 193512 |
| 19360131 | 10014 | 1232 | 0.15 | 16.375 | 193601 |
| 19360131 | 10014 | 1272 | 0.15 | 16.375 | 193601 |
| 19360229 | 10014 | . | . | 15.5 | 193602 |
| 19360331 | 10014 | . | . | 15 | 193603 |
| 19360430 | 10014 | 1232 | 0.15 | 14.375 | 193604 |
| 19360430 | 10014 | 1272 | 0.15 | 14.375 | 193604 |
| 19360529 | 10014 | . | . | 14.25 | 193605 |
| 19360630 | 10014 | . | . | 14.125 | 193606 |
| 19360731 | 10014 | 1232 | 0.15 | 13.625 | 193607 |
| 19360731 | 10014 | 1272 | 0.15 | 13.625 | 193607 |
| 19360831 | 10014 | . | . | 14.625 | 193608 |
| 19360930 | 10014 | . | . | 16.75 | 193609 |
| 19361031 | 10014 | 1232 | 0.15 | 15.25 | 193610 |
| 19361031 | 10014 | 1272 | 0.15 | 15.25 | 193610 |
| 19361130 | 10014 | . | . | 14.5 | 193611 |
| 19361231 | 10014 | . | . | 14.625 | 193612 |
| 19370130 | 10014 | 1212 | 0.15 | 14.5 | 193701 |
| 19370130 | 10014 | 1272 | 0.15 | 14.5 | 193701 |
| 19370227 | 10014 | . | . | 15 | 193702 |
| 19370331 | 10014 | . | . | 14.625 | 193703 |
| 19370430 | 10014 | 1212 | 0.15 | 12.5 | 193704 |
| 19370430 | 10014 | 1272 | 0.15 | 12.5 | 193704 |
| 19370528 | 10014 | . | . | 12 | 193705 |
| 19370630 | 10014 | . | . | 11.375 | 193706 |
| 19370731 | 10014 | 1212 | 0.15 | -11.6875 | 193707 |
| 19370731 | 10014 | 1272 | 0.15 | -11.6875 | 193707 |
| 19370831 | 10014 | . | . | 11.625 | 193708 |
| 19370930 | 10014 | . | . | 12.25 | 193709 |
| 19371030 | 10014 | 1212 | 0.15 | 11.375 | 193710 |
| 19371030 | 10014 | 1272 | 0.3 | 11.375 | 193710 |
| 19371130 | 10014 | . | . | 11.625 | 193711 |
| 19371231 | 10014 | . | . | 11.5 | 193712 |
| 19380131 | 10014 | 1212 | 0.15 | 12.5 | 193801 |
| 19380131 | 10014 | 1272 | 0.15 | 12.5 | 193801 |
| 19380228 | 10014 | . | . | 11.75 | 193802 |
| 19380331 | 10014 | . | . | 8.75 | 193803 |
| 19380430 | 10014 | 1212 | 0.15 | 9.625 | 193804 |
| 19380430 | 10014 | 1272 | 0.15 | 9.625 | 193804 |
| 19380531 | 10014 | . | . | 9.875 | 193805 |
| 19380630 | 10014 | . | . | 10.5 | 193806 |
| 19380730 | 10014 | 1212 | 0.15 | 11 | 193807 |
| 19380730 | 10014 | 1272 | 0.15 | 11 | 193807 |
| 19380831 | 10014 | . | . | 10.375 | 193808 |
| 19380930 | 10014 | . | . | 9.875 | 193809 |
| 19381031 | 10014 | 1212 | 0.15 | 9.5 | 193810 |
| 19381031 | 10014 | 1272 | 0.15 | 9.5 | 193810 |
| 19381130 | 10014 | . | . | 9.875 | 193811 |
| 19381231 | 10014 | 1232 | 0.25 | 9.875 | 193812 |
| 19390131 | 10014 | . | . | 9.75 | 193901 |
| 19390228 | 10014 | . | . | 9.75 | 193902 |
| 19390331 | 10014 | . | . | 8.875 | 193903 |
| 19390429 | 10014 | 1232 | 0.25 | 8 | 193904 |
| 19390531 | 10014 | . | . | 8.5 | 193905 |
| 19390630 | 10014 | 1232 | 0.15 | 7.125 | 193906 |
| 19390731 | 10014 | . | . | 7.5 | 193907 |
| 19390831 | 10014 | . | . | 6.875 | 193908 |
| 19390930 | 10014 | . | . | 6.75 | 193909 |
| 19391031 | 10014 | 1232 | 0.15 | 6.875 | 193910 |
| 19391130 | 10014 | . | . | 6.75 | 193911 |
| 19391230 | 10014 | . | . | 6.375 | 193912 |
| 19400131 | 10014 | 1212 | 0.15 | 6.625 | 194001 |
| 19400229 | 10014 | . | . | 6.25 | 194002 |
| 19400330 | 10014 | . | . | 6.25 | 194003 |
| 19400430 | 10014 | 1212 | 0.15 | 6.125 | 194004 |
| 19400531 | 10014 | . | . | 4.625 | 194005 |
| 19400629 | 10014 | . | . | 4.5 | 194006 |
| 19400731 | 10014 | 1212 | 0.15 | 4.5 | 194007 |
| 19400831 | 10014 | . | . | 4.5 | 194008 |
| 19400930 | 10014 | . | . | 4.75 | 194009 |
| 19401031 | 10014 | 1212 | 0.15 | 4.75 | 194010 |
| 19401130 | 10014 | . | . | 5.25 | 194011 |
| 19401231 | 10014 | . | . | 4.625 | 194012 |
| 19410131 | 10014 | 1212 | 0.125 | 4.625 | 194101 |
| 19410228 | 10014 | . | . | 4.5 | 194102 |
| 19410331 | 10014 | . | . | 4.375 | 194103 |
| 19410430 | 10014 | 1212 | 0.125 | 4 | 194104 |
| 19410531 | 10014 | . | . | 4 | 194105 |
| 19410630 | 10014 | . | . | 4 | 194106 |
| 19410731 | 10014 | 1212 | 0.125 | 4.375 | 194107 |
| 19410830 | 10014 | . | . | 4.25 | 194108 |
| 19410930 | 10014 | . | . | 3.25 | 194109 |
| 19411031 | 10014 | . | . | 2.5 | 194110 |
| 19411129 | 10014 | . | . | 2.625 | 194111 |
| 19411231 | 10014 | . | . | 1.625 | 194112 |
| 19420131 | 10014 | . | . | 2.375 | 194201 |
| 19420228 | 10014 | . | . | 2 | 194202 |
| 19420331 | 10014 | . | . | 1.75 | 194203 |
| 19870227 | 10016 | 1232 | 0.22 | 71.5 | 198702 |
| 19870331 | 10016 | . | . | 72 | 198703 |
| 19870430 | 10016 | . | . | 68 | 198704 |
| 19870529 | 10016 | 1232 | 0.22 | 67.5 | 198705 |
| 19870630 | 10016 | . | . | 72.5 | 198706 |
| 19870731 | 10016 | . | . | 78.5 | 198707 |
| 19870831 | 10016 | 1232 | 0.22 | 79.75 | 198708 |
| 19870930 | 10016 | . | . | 74 | 198709 |
| 19871030 | 10016 | . | . | 45.5 | 198710 |
| 19871130 | 10016 | 1232 | 0.23 | 49.75 | 198711 |
| 19871231 | 10016 | . | . | 53.5 | 198712 |
| 19880129 | 10016 | . | . | 56 | 198801 |
| 19880229 | 10016 | 1232 | 0.23 | 58.5 | 198802 |
| 19880331 | 10016 | . | . | 63.5 | 198803 |
| 19880429 | 10016 | . | . | 70 | 198804 |
| 19880531 | 10016 | 1232 | 0.23 | 71 | 198805 |
| 19880630 | 10016 | . | . | 68 | 198806 |
| 19880729 | 10016 | . | . | 67 | 198807 |
| 19880831 | 10016 | 1232 | 0.23 | 66.25 | 198808 |
| 19880930 | 10016 | . | . | 67.25 | 198809 |
| 19881031 | 10016 | . | . | 79 | 198810 |
| 19881130 | 10016 | 1232 | 0.25 | 73 | 198811 |
| 19881230 | 10016 | 1272 | 0.2 | 74 | 198812 |
| 19890131 | 10016 | . | . | 78 | 198901 |
| 19890228 | 10016 | 1232 | 0.3 | 78 | 198902 |
| 19890331 | 10016 | . | . | 78 | 198903 |
| 19890428 | 10016 | . | . | 74.5 | 198904 |
| 19890531 | 10016 | 1232 | 0.3 | 74.5 | 198905 |
| 19890630 | 10016 | . | . | 77 | 198906 |
| 19890731 | 10016 | . | . | 69 | 198907 |
| 19890831 | 10016 | 1232 | 0.3 | 77 | 198908 |
| 19890929 | 10016 | . | . | 78.75 | 198909 |
| 19891031 | 10016 | . | . | 76 | 198910 |
| 19891130 | 10016 | 1232 | 0.3 | -73.5 | 198911 |
| 19891229 | 10016 | . | . | 65 | 198912 |
| 19900131 | 10016 | 5523 | 0 | 23 | 199001 |
| 19900228 | 10016 | 1232 | 0.125 | 24 | 199002 |
| 19900330 | 10016 | . | . | 23.75 | 199003 |
| 19900430 | 10016 | . | . | 22.75 | 199004 |
| 19900531 | 10016 | 1232 | 0.125 | 24.25 | 199005 |
| 19900629 | 10016 | . | . | 24.75 | 199006 |
| 19900731 | 10016 | . | . | 23 | 199007 |
| 19900831 | 10016 | 1232 | 0.125 | 17.5 | 199008 |
| 19900928 | 10016 | . | . | 15.5 | 199009 |
| 19901031 | 10016 | . | . | 12 | 199010 |
| 19901130 | 10016 | 1232 | 0.125 | 12 | 199011 |
| 19901231 | 10016 | . | . | 13.75 | 199012 |
| 19910131 | 10016 | . | . | 13.25 | 199101 |
| 19270831 | 10022 | . | . | 47.375 | 192708 |
| 19270930 | 10022 | 5533 | 0 | 51.5 | 192709 |
| 19270930 | 10022 | 1232 | 0.75 | 51.5 | 192709 |
| 19271031 | 10022 | . | . | 56 | 192710 |
| 19271130 | 10022 | . | . | 58 | 192711 |
| 19271231 | 10022 | 1232 | 1 | 58.5 | 192712 |
| 19271231 | 10022 | 1272 | 0.25 | 58.5 | 192712 |
| 19280131 | 10022 | . | . | -57.1875 | 192801 |
| 19280229 | 10022 | . | . | 58 | 192802 |
| 19280331 | 10022 | 1232 | 1 | 62.5 | 192803 |
| 19280331 | 10022 | 1272 | 0.25 | 62.5 | 192803 |
| 19280430 | 10022 | . | . | 64 | 192804 |
| 19280531 | 10022 | . | . | 67.625 | 192805 |
| 19280630 | 10022 | 1232 | 1 | 64 | 192806 |
| 19280630 | 10022 | 1272 | 0.25 | 64 | 192806 |
| 19280731 | 10022 | . | . | 63 | 192807 |
| 19280831 | 10022 | . | . | 69.125 | 192808 |
| 19280929 | 10022 | 1232 | 1 | 71 | 192809 |
| 19280929 | 10022 | 1272 | 0.25 | 71 | 192809 |
| 19281031 | 10022 | . | . | 73.5 | 192810 |
| 19281130 | 10022 | . | . | 72.5 | 192811 |
| 19281231 | 10022 | 1232 | 1 | 68 | 192812 |
| 19281231 | 10022 | 1272 | 0.25 | 68 | 192812 |
| 19290131 | 10022 | . | . | 73.75 | 192901 |
| 19290228 | 10022 | . | . | 69 | 192902 |
| 19290328 | 10022 | 1232 | 1 | 65 | 192903 |
| 19290328 | 10022 | 1272 | 0.25 | 65 | 192903 |
| 19290430 | 10022 | . | . | 67 | 192904 |
| 19290531 | 10022 | . | . | 64.75 | 192905 |
| 19290629 | 10022 | 1232 | 1 | . | 192906 |
| 19290629 | 10022 | 1272 | 0.25 | . | 192906 |
| 19290731 | 10022 | . | . | 65.5 | 192907 |
| 19290830 | 10022 | . | . | 69 | 192908 |
| 19290930 | 10022 | 1232 | 1 | -64.75 | 192909 |
| 19290930 | 10022 | 1272 | 0.25 | -64.75 | 192909 |
| 19291031 | 10022 | . | . | 57 | 192910 |
| 19291127 | 10022 | . | . | 57.375 | 192911 |
| 19291231 | 10022 | 1232 | 1.25 | 59 | 192912 |
| 19300131 | 10022 | . | . | 62.375 | 193001 |
| 19300228 | 10022 | . | . | 63.375 | 193002 |
| 19300331 | 10022 | 1232 | 1.25 | 62.5 | 193003 |
| 19300430 | 10022 | . | . | 66.875 | 193004 |
| 19300529 | 10022 | . | . | -65.3125 | 193005 |
| 19300630 | 10022 | 1232 | 1.25 | 58.875 | 193006 |
| 19300731 | 10022 | . | . | 62.375 | 193007 |
| 19300829 | 10022 | . | . | 63.75 | 193008 |
| 19300930 | 10022 | 1232 | 1.25 | 61 | 193009 |
| 19301031 | 10022 | . | . | 59.25 | 193010 |
| 19301129 | 10022 | . | . | -58.75 | 193011 |
| 19301231 | 10022 | 1232 | 1.25 | 58.5 | 193012 |
| 19310131 | 10022 | . | . | 62.75 | 193101 |
| 19310228 | 10022 | . | . | 64.375 | 193102 |
| 19310331 | 10022 | 1232 | 1.25 | -57.0625 | 193103 |
| 19310430 | 10022 | . | . | 49.75 | 193104 |
| 19310529 | 10022 | . | . | 49 | 193105 |
| 19310630 | 10022 | 1232 | 1.25 | 49 | 193106 |
| 19310731 | 10022 | . | . | 49.75 | 193107 |
| 19310831 | 10022 | . | . | 48.375 | 193108 |
| 19310930 | 10022 | 1232 | 1.25 | 30 | 193109 |
| 19311031 | 10022 | . | . | 34.5 | 193110 |
| 19311130 | 10022 | . | . | 31 | 193111 |
| 19311231 | 10022 | 1232 | 1.25 | 23.5 | 193112 |
| 19320130 | 10022 | . | . | -22.375 | 193201 |
| 19320229 | 10022 | . | . | 25.5 | 193202 |
| 19320331 | 10022 | 1232 | 0.75 | 22.25 | 193203 |
| 19320430 | 10022 | . | . | -18.0625 | 193204 |
| 19320531 | 10022 | . | . | 14.5 | 193205 |
| 19320630 | 10022 | 1232 | 0.75 | 15 | 193206 |
| 19320730 | 10022 | . | . | -20.6875 | 193207 |
| 19320831 | 10022 | . | . | 23.25 | 193208 |
| 19320930 | 10022 | 1232 | 0.75 | -22.625 | 193209 |
| 19321031 | 10022 | . | . | -20 | 193210 |
| 19321130 | 10022 | . | . | . | 193211 |
| 19321231 | 10022 | 1232 | 0.75 | 22.875 | 193212 |
| 19330131 | 10022 | . | . | 21.5 | 193301 |
| 19340731 | 10022 | . | . | 52.5 | 193407 |
| 19340831 | 10022 | . | . | -54.75 | 193408 |
| 19340929 | 10022 | 1232 | 1 | -54.25 | 193409 |
| 19341031 | 10022 | . | . | -54.625 | 193410 |
| 19341130 | 10022 | . | . | 63.25 | 193411 |
| 19341231 | 10022 | 1232 | 1 | 68 | 193412 |
| 19350131 | 10022 | . | . | -69.6875 | 193501 |
| 19350228 | 10022 | . | . | 74.875 | 193502 |
| 19350330 | 10022 | 1232 | 1 | -67.375 | 193503 |
| 19350330 | 10022 | 1272 | 0.25 | -67.375 | 193503 |
| 19350430 | 10022 | . | . | 74 | 193504 |
| 19350531 | 10022 | . | . | 76.625 | 193505 |
| 19350629 | 10022 | 1232 | 1.25 | -82.75 | 193506 |
| 19350731 | 10022 | . | . | 93 | 193507 |
| 19350831 | 10022 | . | . | -89.5 | 193508 |
| 19350930 | 10022 | 1232 | 1.25 | 94 | 193509 |
| 19351031 | 10022 | . | . | -91 | 193510 |
| 19351130 | 10022 | . | . | 94 | 193511 |
| 19351231 | 10022 | 1232 | 1.25 | 91 | 193512 |
| 19360131 | 10022 | . | . | -94 | 193601 |
| 19360229 | 10022 | . | . | -111.625 | 193602 |
| 19360331 | 10022 | 1232 | 1.5 | -109.75 | 193603 |
| 19360430 | 10022 | . | . | 99 | 193604 |
| 19360529 | 10022 | . | . | -101.75 | 193605 |
| 19360630 | 10022 | 1232 | 1.5 | -108.625 | 193606 |
| 19360731 | 10022 | . | . | -107.6875 | 193607 |
| 19360831 | 10022 | 5523 | 0 | 38.5 | 193608 |
| 19360930 | 10022 | 1232 | 0.5 | -37.25 | 193609 |
| 19361031 | 10022 | . | . | 37.75 | 193610 |
| 19361130 | 10022 | 1232 | 0.5 | 36 | 193611 |
| 19361130 | 10022 | 1272 | 0.25 | 36 | 193611 |
| 19361231 | 10022 | . | . | 33.25 | 193612 |
| 19370130 | 10022 | . | . | 34.75 | 193701 |
| 19370227 | 10022 | . | . | 34 | 193702 |
| 19370331 | 10022 | 1212 | 0.5 | 31.875 | 193703 |
| 19370430 | 10022 | . | . | 29.5 | 193704 |
| 19370528 | 10022 | . | . | -29.625 | 193705 |
| 19370630 | 10022 | 1212 | 0.5 | 27.75 | 193706 |
| 19370731 | 10022 | . | . | -29.25 | 193707 |
| 19370831 | 10022 | . | . | 27 | 193708 |
| 19370930 | 10022 | 1212 | 0.5 | 24.25 | 193709 |
| 19371030 | 10022 | . | . | 23 | 193710 |
| 19371130 | 10022 | . | . | 18.5 | 193711 |
| 19371231 | 10022 | 1212 | 0.5 | 15.75 | 193712 |
| 19380131 | 10022 | . | . | -19.5625 | 193801 |
| 19380228 | 10022 | . | . | 19.5 | 193802 |
| 19380331 | 10022 | 1212 | 0.5 | 15.375 | 193803 |
| 19380430 | 10022 | . | . | -17.25 | 193804 |
| 19380531 | 10022 | . | . | 16.75 | 193805 |
| 19380630 | 10022 | 1212 | 0.4 | 17 | 193806 |
| 19380730 | 10022 | . | . | 18.5 | 193807 |
| 19380831 | 10022 | . | . | -17.875 | 193808 |
| 19380930 | 10022 | 1212 | 0.4 | 17.25 | 193809 |
| 19381031 | 10022 | . | . | 16.875 | 193810 |
| 19381130 | 10022 | . | . | 16.25 | 193811 |
| 19381231 | 10022 | 1212 | 0.4 | 14.875 | 193812 |
| 19420331 | 10022 | . | . | 5.125 | 194203 |
| 19420430 | 10022 | 1212 | 0.25 | 5.25 | 194204 |
| 19420529 | 10022 | . | . | 5.875 | 194205 |
| 19420630 | 10022 | . | . | -5.8125 | 194206 |
| 19420731 | 10022 | . | . | 6.375 | 194207 |
| 19420831 | 10022 | . | . | -7.1875 | 194208 |
| 19420930 | 10022 | . | . | 7.5 | 194209 |
| 19421031 | 10022 | 1212 | 0.25 | -7.75 | 194210 |
| 19421130 | 10022 | . | . | 9.25 | 194211 |
| 19421231 | 10022 | 1272 | 0.25 | -9.1875 | 194212 |
| 19430130 | 10022 | . | . | 9.625 | 194301 |
| 19430227 | 10022 | . | . | 13 | 194302 |
| 19430331 | 10022 | . | . | 14 | 194303 |
| 19430430 | 10022 | 1212 | 0.5 | 13.875 | 194304 |
| 19430529 | 10022 | . | . | 14.25 | 194305 |
| 19430630 | 10022 | . | . | 14.25 | 194306 |
| 19430731 | 10022 | . | . | 13.75 | 194307 |
| 19430831 | 10022 | . | . | -13.625 | 194308 |
| 19430930 | 10022 | . | . | 14 | 194309 |
| 19431030 | 10022 | 1212 | 0.5 | -14.25 | 194310 |
| 19431130 | 10022 | . | . | -13.875 | 194311 |
| 19431231 | 10022 | . | . | 13.75 | 194312 |
| 19440131 | 10022 | . | . | 14.5 | 194401 |
| 19440229 | 10022 | . | . | -14.625 | 194402 |
| 19440331 | 10022 | . | . | 16 | 194403 |
| 19440429 | 10022 | 1212 | 0.5 | -15.375 | 194404 |
| 19440531 | 10022 | . | . | -15.75 | 194405 |
| 19440630 | 10022 | . | . | -16.9375 | 194406 |
| 19440731 | 10022 | . | . | 16.875 | 194407 |
| 19440831 | 10022 | . | . | -17.125 | 194408 |
| 19440930 | 10022 | . | . | 18.5 | 194409 |
| 19441031 | 10022 | 1212 | 0.75 | -16.75 | 194410 |
| 19441130 | 10022 | . | . | -17.6875 | 194411 |
| 19441230 | 10022 | . | . | 18.5 | 194412 |
| 19450131 | 10022 | . | . | 20 | 194501 |
| 19450228 | 10022 | . | . | -22.0625 | 194502 |
| 19450331 | 10022 | . | . | 22.5 | 194503 |
| 19450430 | 10022 | 1212 | 0.75 | 24.375 | 194504 |
| 19450531 | 10022 | . | . | -24.75 | 194505 |
| 19450630 | 10022 | . | . | 23.5 | 194506 |
| 19450731 | 10022 | . | . | -23.375 | 194507 |
| 19450831 | 10022 | . | . | -24.125 | 194508 |
| 19450929 | 10022 | . | . | 26 | 194509 |
| 19451031 | 10022 | 1212 | 0.75 | 28.75 | 194510 |
| 19451130 | 10022 | . | . | 34 | 194511 |
| 19451231 | 10022 | . | . | 37.5 | 194512 |
| 19460131 | 10022 | 1232 | 0.5 | 38 | 194601 |
| 19460228 | 10022 | . | . | 37.625 | 194602 |
| 19460330 | 10022 | 1232 | 0.5 | 48 | 194603 |
| 19460430 | 10022 | . | . | 56.25 | 194604 |
| 19460531 | 10022 | . | . | 62.5 | 194605 |
| 19460628 | 10022 | 1232 | 0.5 | 59.5 | 194606 |
| 19460731 | 10022 | . | . | 56.5 | 194607 |
| 19460830 | 10022 | 5523 | 0 | 19 | 194608 |
| 19460930 | 10022 | 1232 | 0.25 | 16.875 | 194609 |
| 19461031 | 10022 | . | . | 15.25 | 194610 |
| 19461130 | 10022 | . | . | 15.5 | 194611 |
| 19461231 | 10022 | 1232 | 0.25 | 14.75 | 194612 |
| 19461231 | 10022 | 1272 | 0.25 | 14.75 | 194612 |
| 19470131 | 10022 | . | . | 14.625 | 194701 |
| 19470228 | 10022 | . | . | 14.625 | 194702 |
| 19470331 | 10022 | 1232 | 0.25 | 13.875 | 194703 |
| 19470430 | 10022 | . | . | 12.875 | 194704 |
| 19470529 | 10022 | . | . | 11.875 | 194705 |
| 19470630 | 10022 | 1232 | 0.25 | 11.25 | 194706 |
| 19470731 | 10022 | . | . | 12 | 194707 |
| 19470829 | 10022 | . | . | 11 | 194708 |
| 19470930 | 10022 | 1232 | 0.25 | 10.375 | 194709 |
| 19471031 | 10022 | . | . | 11.25 | 194710 |
| 19471129 | 10022 | . | . | 10.125 | 194711 |
| 19471231 | 10022 | . | . | 11 | 194712 |
| 19480131 | 10022 | 1232 | 0.25 | 11 | 194801 |
| 19480228 | 10022 | . | . | 10.5 | 194802 |
| 19480331 | 10022 | . | . | 10.625 | 194803 |
| 19480430 | 10022 | . | . | 10.25 | 194804 |
| 19480528 | 10022 | 1232 | 0.25 | 10.625 | 194805 |
| 19480630 | 10022 | . | . | 10.375 | 194806 |
| 19480730 | 10022 | . | . | 8.75 | 194807 |
| 19480831 | 10022 | 1232 | 0.125 | 8.125 | 194808 |
| 19400831 | 10030 | . | . | -35 | 194008 |
| 19400930 | 10030 | 1212 | 0.4 | -37.125 | 194009 |
| 19401031 | 10030 | . | . | 37.5 | 194010 |
| 19401130 | 10030 | . | . | 38.75 | 194011 |
| 19401231 | 10030 | 1212 | 0.4 | 38 | 194012 |
| 19401231 | 10030 | 1272 | 0.6 | 38 | 194012 |
| 19410131 | 10030 | . | . | 35 | 194101 |
| 19410228 | 10030 | . | . | 35.125 | 194102 |
| 19410331 | 10030 | 1212 | 0.4 | -33.5 | 194103 |
| 19410430 | 10030 | . | . | 31 | 194104 |
| 19410531 | 10030 | . | . | -35.5 | 194105 |
| 19410630 | 10030 | 1212 | 0.4 | -36.375 | 194106 |
| 19410630 | 10030 | 1272 | 0.1 | -36.375 | 194106 |
| 19410731 | 10030 | . | . | -37.25 | 194107 |
| 19410830 | 10030 | . | . | -35 | 194108 |
| 19410930 | 10030 | 1212 | 0.4 | 34 | 194109 |
| 19410930 | 10030 | 1272 | 0.1 | 34 | 194109 |
| 19411031 | 10030 | . | . | 32.125 | 194110 |
| 19411129 | 10030 | . | . | 30 | 194111 |
| 19411231 | 10030 | 1212 | 0.4 | 28.5 | 194112 |
| 19411231 | 10030 | 1272 | 0.4 | 28.5 | 194112 |
| 19420131 | 10030 | . | . | 31.25 | 194201 |
| 19420228 | 10030 | . | . | -30.4375 | 194202 |
| 19420331 | 10030 | 1212 | 0.25 | -27.375 | 194203 |
| 19420430 | 10030 | . | . | -24.6875 | 194204 |
| 19420529 | 10030 | . | . | -24.5 | 194205 |
| 19420630 | 10030 | 1212 | 0.25 | 24.75 | 194206 |
| 19420630 | 10030 | 1272 | 0.1 | 24.75 | 194206 |
| 19420731 | 10030 | . | . | 25.25 | 194207 |
| 19420831 | 10030 | . | . | -25.5 | 194208 |
| 19420930 | 10030 | 1212 | 0.25 | -26.875 | 194209 |
| 19420930 | 10030 | 1272 | 0.1 | -26.875 | 194209 |
| 19421031 | 10030 | . | . | 27.5 | 194210 |
| 19421130 | 10030 | . | . | 28.5 | 194211 |
| 19421231 | 10030 | 1212 | 0.25 | 27 | 194212 |
| 19421231 | 10030 | 1272 | 0.5 | 27 | 194212 |
| 19430130 | 10030 | . | . | 32.625 | 194301 |
| 19430227 | 10030 | . | . | 34.75 | 194302 |
| 19430331 | 10030 | 1212 | 0.25 | 38 | 194303 |
| 19430430 | 10030 | . | . | 37.75 | 194304 |
| 19430529 | 10030 | . | . | 40.125 | 194305 |
| 19430630 | 10030 | 1212 | 0.25 | -39.25 | 194306 |
| 19430630 | 10030 | 1272 | 0.15 | -39.25 | 194306 |
| 19430731 | 10030 | . | . | 37.5 | 194307 |
| 19430831 | 10030 | . | . | -36.375 | 194308 |
| 19430930 | 10030 | 1212 | 0.25 | 37.25 | 194309 |
| 19430930 | 10030 | 1272 | 0.15 | 37.25 | 194309 |
| 19431030 | 10030 | . | . | -39.125 | 194310 |
| 19431130 | 10030 | . | . | 37.25 | 194311 |
| 19431231 | 10030 | 1212 | 0.25 | -39.5 | 194312 |
| 19431231 | 10030 | 1272 | 0.5 | -39.5 | 194312 |
| 19440131 | 10030 | . | . | 40 | 194401 |
| 19440229 | 10030 | . | . | 42 | 194402 |
| 19440331 | 10030 | 1212 | 0.25 | 39.25 | 194403 |
| 19440331 | 10030 | 1272 | 0.1 | 39.25 | 194403 |
| 19440429 | 10030 | . | . | 39 | 194404 |
| 19440531 | 10030 | . | . | 40.75 | 194405 |
| 19440630 | 10030 | 1212 | 0.25 | 44.5 | 194406 |
| 19440630 | 10030 | 1272 | 0.15 | 44.5 | 194406 |
| 19440731 | 10030 | . | . | 43 | 194407 |
| 19440831 | 10030 | . | . | 45.25 | 194408 |
| 19440930 | 10030 | 1212 | 0.25 | 42.25 | 194409 |
| 19440930 | 10030 | 1272 | 0.15 | 42.25 | 194409 |
| 19441031 | 10030 | . | . | 44.25 | 194410 |
| 19441130 | 10030 | . | . | 45 | 194411 |
| 19441230 | 10030 | 1212 | 0.25 | 45.75 | 194412 |
| 19441230 | 10030 | 1272 | 0.25 | 45.75 | 194412 |
| 19450131 | 10030 | . | . | 44.875 | 194501 |
| 19450228 | 10030 | . | . | 46.5 | 194502 |
| 19450331 | 10030 | 1212 | 0.25 | 44 | 194503 |
| 19450331 | 10030 | 1272 | 0.1 | 44 | 194503 |
| 19450430 | 10030 | . | . | 46 | 194504 |
| 19450531 | 10030 | . | . | 44.875 | 194505 |
| 19450630 | 10030 | 1212 | 0.25 | 44.25 | 194506 |
| 19450630 | 10030 | 1272 | 0.15 | 44.25 | 194506 |
| 19450731 | 10030 | . | . | 44 | 194507 |
| 19450831 | 10030 | . | . | 45 | 194508 |
| 19450929 | 10030 | 1212 | 0.25 | -51.5 | 194509 |
| 19450929 | 10030 | 1272 | 0.15 | -51.5 | 194509 |
| 19451031 | 10030 | . | . | 52.25 | 194510 |
| 19451130 | 10030 | . | . | 51.5 | 194511 |
| 19451231 | 10030 | 1212 | 0.25 | 53 | 194512 |
| 19451231 | 10030 | 1272 | 0.25 | 53 | 194512 |
| 19460131 | 10030 | . | . | 56 | 194601 |
| 19460228 | 10030 | . | . | 51 | 194602 |
| 19460330 | 10030 | 1212 | 0.25 | 52 | 194603 |
| 19460430 | 10030 | . | . | 62 | 194604 |
| 19460531 | 10030 | . | . | 61.5 | 194605 |
| 19460628 | 10030 | 1212 | 0.25 | 63 | 194606 |
| 19460628 | 10030 | 1272 | 0.25 | 63 | 194606 |
| 19460731 | 10030 | . | . | 57 | 194607 |
If I understood what you mean.
data have;
infile datalines expandtabs;
input DATE : yymmdd. PERMNO DISTCD DIVAMT PRC MONTHDATE ;
format DATE yymmddn8. ;
datalines;
19330531 10014 . . 18 193305
19330630 10014 . . 21.625 193306
19330731 10014 1232 0.15 22.875 193307
19330831 10014 . . 30.25 193308
19330930 10014 . . 26.25 193309
19331031 10014 1232 0.15 25.625 193310
19331031 10014 1272 0.15 25.625 193310
19331129 10014 . . 22.625 193311
19331230 10014 . . 22.375 193312
19340131 10014 1232 0.15 21.75 193401
19340131 10014 1272 0.15 21.75 193401
19340228 10014 . . 19.75 193402
19340331 10014 . . 22.625 193403
19340430 10014 1232 0.15 19.625 193404
19340430 10014 1272 0.15 19.625 193404
19340531 10014 . . 19.5 193405
19340630 10014 . . 21.125 193406
19340731 10014 1232 0.15 19.375 193407
19340731 10014 1272 0.15 19.375 193407
19340831 10014 . . 19 193408
19340929 10014 1232 0.15 20.25 193409
19341031 10014 1272 0.15 17.875 193410
19341130 10014 . . 17.625 193411
19341231 10014 . . 18.875 193412
19350131 10014 1232 0.15 17.375 193501
19350131 10014 1272 0.15 17.375 193501
19350228 10014 . . 16.5 193502
19350330 10014 . . 16.25 193503
19350430 10014 1232 0.15 17.75 193504
19350430 10014 1272 0.15 17.75 193504
19350531 10014 . . 17.25 193505
19350629 10014 . . 16.75 193506
19350731 10014 1232 0.15 15.5 193507
19350731 10014 1272 0.15 15.5 193507
19350831 10014 . . 16.5 193508
19350930 10014 . . 15.5 193509
19351031 10014 1232 0.15 13.875 193510
19351031 10014 1272 0.15 13.875 193510
19351130 10014 . . 15.375 193511
19351231 10014 . . 15.375 193512
19360131 10014 1232 0.15 16.375 193601
19360131 10014 1272 0.15 16.375 193601
19360229 10014 . . 15.5 193602
19360331 10014 . . 15 193603
19360430 10014 1232 0.15 14.375 193604
19360430 10014 1272 0.15 14.375 193604
19360529 10014 . . 14.25 193605
19360630 10014 . . 14.125 193606
19360731 10014 1232 0.15 13.625 193607
19360731 10014 1272 0.15 13.625 193607
19360831 10014 . . 14.625 193608
19360930 10014 . . 16.75 193609
19361031 10014 1232 0.15 15.25 193610
19361031 10014 1272 0.15 15.25 193610
19361130 10014 . . 14.5 193611
19361231 10014 . . 14.625 193612
19370130 10014 1212 0.15 14.5 193701
19370130 10014 1272 0.15 14.5 193701
19370227 10014 . . 15 193702
19370331 10014 . . 14.625 193703
19370430 10014 1212 0.15 12.5 193704
19370430 10014 1272 0.15 12.5 193704
19370528 10014 . . 12 193705
19370630 10014 . . 11.375 193706
19370731 10014 1212 0.15 -11.6875 193707
19370731 10014 1272 0.15 -11.6875 193707
19370831 10014 . . 11.625 193708
19370930 10014 . . 12.25 193709
19371030 10014 1212 0.15 11.375 193710
19371030 10014 1272 0.3 11.375 193710
19371130 10014 . . 11.625 193711
19371231 10014 . . 11.5 193712
19380131 10014 1212 0.15 12.5 193801
19380131 10014 1272 0.15 12.5 193801
19380228 10014 . . 11.75 193802
19380331 10014 . . 8.75 193803
19380430 10014 1212 0.15 9.625 193804
19380430 10014 1272 0.15 9.625 193804
19380531 10014 . . 9.875 193805
19380630 10014 . . 10.5 193806
19380730 10014 1212 0.15 11 193807
19380730 10014 1272 0.15 11 193807
19380831 10014 . . 10.375 193808
19380930 10014 . . 9.875 193809
19381031 10014 1212 0.15 9.5 193810
19381031 10014 1272 0.15 9.5 193810
19381130 10014 . . 9.875 193811
19381231 10014 1232 0.25 9.875 193812
19390131 10014 . . 9.75 193901
19390228 10014 . . 9.75 193902
19390331 10014 . . 8.875 193903
19390429 10014 1232 0.25 8 193904
19390531 10014 . . 8.5 193905
19390630 10014 1232 0.15 7.125 193906
19390731 10014 . . 7.5 193907
19390831 10014 . . 6.875 193908
19390930 10014 . . 6.75 193909
19391031 10014 1232 0.15 6.875 193910
19391130 10014 . . 6.75 193911
19391230 10014 . . 6.375 193912
19400131 10014 1212 0.15 6.625 194001
19400229 10014 . . 6.25 194002
19400330 10014 . . 6.25 194003
19400430 10014 1212 0.15 6.125 194004
19400531 10014 . . 4.625 194005
19400629 10014 . . 4.5 194006
19400731 10014 1212 0.15 4.5 194007
19400831 10014 . . 4.5 194008
19400930 10014 . . 4.75 194009
19401031 10014 1212 0.15 4.75 194010
19401130 10014 . . 5.25 194011
19401231 10014 . . 4.625 194012
19410131 10014 1212 0.125 4.625 194101
19410228 10014 . . 4.5 194102
19410331 10014 . . 4.375 194103
19410430 10014 1212 0.125 4 194104
19410531 10014 . . 4 194105
19410630 10014 . . 4 194106
19410731 10014 1212 0.125 4.375 194107
19410830 10014 . . 4.25 194108
19410930 10014 . . 3.25 194109
19411031 10014 . . 2.5 194110
19411129 10014 . . 2.625 194111
19411231 10014 . . 1.625 194112
19420131 10014 . . 2.375 194201
19420228 10014 . . 2 194202
19420331 10014 . . 1.75 194203
19870227 10016 1232 0.22 71.5 198702
19870331 10016 . . 72 198703
19870430 10016 . . 68 198704
19870529 10016 1232 0.22 67.5 198705
19870630 10016 . . 72.5 198706
19870731 10016 . . 78.5 198707
19870831 10016 1232 0.22 79.75 198708
19870930 10016 . . 74 198709
19871030 10016 . . 45.5 198710
19871130 10016 1232 0.23 49.75 198711
19871231 10016 . . 53.5 198712
19880129 10016 . . 56 198801
19880229 10016 1232 0.23 58.5 198802
19880331 10016 . . 63.5 198803
19880429 10016 . . 70 198804
19880531 10016 1232 0.23 71 198805
19880630 10016 . . 68 198806
19880729 10016 . . 67 198807
19880831 10016 1232 0.23 66.25 198808
19880930 10016 . . 67.25 198809
19881031 10016 . . 79 198810
19881130 10016 1232 0.25 73 198811
19881230 10016 1272 0.2 74 198812
19890131 10016 . . 78 198901
19890228 10016 1232 0.3 78 198902
19890331 10016 . . 78 198903
19890428 10016 . . 74.5 198904
19890531 10016 1232 0.3 74.5 198905
19890630 10016 . . 77 198906
19890731 10016 . . 69 198907
19890831 10016 1232 0.3 77 198908
19890929 10016 . . 78.75 198909
19891031 10016 . . 76 198910
19891130 10016 1232 0.3 -73.5 198911
19891229 10016 . . 65 198912
19900131 10016 5523 0 23 199001
19900228 10016 1232 0.125 24 199002
19900330 10016 . . 23.75 199003
19900430 10016 . . 22.75 199004
19900531 10016 1232 0.125 24.25 199005
19900629 10016 . . 24.75 199006
19900731 10016 . . 23 199007
19900831 10016 1232 0.125 17.5 199008
19900928 10016 . . 15.5 199009
19901031 10016 . . 12 199010
19901130 10016 1232 0.125 12 199011
19901231 10016 . . 13.75 199012
19910131 10016 . . 13.25 199101
19270831 10022 . . 47.375 192708
19270930 10022 5533 0 51.5 192709
19270930 10022 1232 0.75 51.5 192709
19271031 10022 . . 56 192710
19271130 10022 . . 58 192711
19271231 10022 1232 1 58.5 192712
19271231 10022 1272 0.25 58.5 192712
19280131 10022 . . -57.1875 192801
19280229 10022 . . 58 192802
19280331 10022 1232 1 62.5 192803
19280331 10022 1272 0.25 62.5 192803
19280430 10022 . . 64 192804
19280531 10022 . . 67.625 192805
19280630 10022 1232 1 64 192806
19280630 10022 1272 0.25 64 192806
19280731 10022 . . 63 192807
19280831 10022 . . 69.125 192808
19280929 10022 1232 1 71 192809
19280929 10022 1272 0.25 71 192809
19281031 10022 . . 73.5 192810
19281130 10022 . . 72.5 192811
19281231 10022 1232 1 68 192812
19281231 10022 1272 0.25 68 192812
19290131 10022 . . 73.75 192901
19290228 10022 . . 69 192902
19290328 10022 1232 1 65 192903
19290328 10022 1272 0.25 65 192903
19290430 10022 . . 67 192904
19290531 10022 . . 64.75 192905
19290629 10022 1232 1 . 192906
19290629 10022 1272 0.25 . 192906
19290731 10022 . . 65.5 192907
19290830 10022 . . 69 192908
19290930 10022 1232 1 -64.75 192909
19290930 10022 1272 0.25 -64.75 192909
19291031 10022 . . 57 192910
19291127 10022 . . 57.375 192911
19291231 10022 1232 1.25 59 192912
19300131 10022 . . 62.375 193001
19300228 10022 . . 63.375 193002
19300331 10022 1232 1.25 62.5 193003
19300430 10022 . . 66.875 193004
19300529 10022 . . -65.3125 193005
19300630 10022 1232 1.25 58.875 193006
19300731 10022 . . 62.375 193007
19300829 10022 . . 63.75 193008
19300930 10022 1232 1.25 61 193009
19301031 10022 . . 59.25 193010
19301129 10022 . . -58.75 193011
19301231 10022 1232 1.25 58.5 193012
19310131 10022 . . 62.75 193101
19310228 10022 . . 64.375 193102
19310331 10022 1232 1.25 -57.0625 193103
19310430 10022 . . 49.75 193104
19310529 10022 . . 49 193105
19310630 10022 1232 1.25 49 193106
19310731 10022 . . 49.75 193107
19310831 10022 . . 48.375 193108
19310930 10022 1232 1.25 30 193109
19311031 10022 . . 34.5 193110
19311130 10022 . . 31 193111
19311231 10022 1232 1.25 23.5 193112
19320130 10022 . . -22.375 193201
19320229 10022 . . 25.5 193202
19320331 10022 1232 0.75 22.25 193203
19320430 10022 . . -18.0625 193204
19320531 10022 . . 14.5 193205
19320630 10022 1232 0.75 15 193206
19320730 10022 . . -20.6875 193207
19320831 10022 . . 23.25 193208
19320930 10022 1232 0.75 -22.625 193209
19321031 10022 . . -20 193210
19321130 10022 . . . 193211
19321231 10022 1232 0.75 22.875 193212
19330131 10022 . . 21.5 193301
19340731 10022 . . 52.5 193407
19340831 10022 . . -54.75 193408
19340929 10022 1232 1 -54.25 193409
19341031 10022 . . -54.625 193410
19341130 10022 . . 63.25 193411
19341231 10022 1232 1 68 193412
19350131 10022 . . -69.6875 193501
19350228 10022 . . 74.875 193502
19350330 10022 1232 1 -67.375 193503
19350330 10022 1272 0.25 -67.375 193503
19350430 10022 . . 74 193504
19350531 10022 . . 76.625 193505
19350629 10022 1232 1.25 -82.75 193506
19350731 10022 . . 93 193507
19350831 10022 . . -89.5 193508
19350930 10022 1232 1.25 94 193509
19351031 10022 . . -91 193510
19351130 10022 . . 94 193511
19351231 10022 1232 1.25 91 193512
19360131 10022 . . -94 193601
19360229 10022 . . -111.625 193602
19360331 10022 1232 1.5 -109.75 193603
19360430 10022 . . 99 193604
19360529 10022 . . -101.75 193605
19360630 10022 1232 1.5 -108.625 193606
19360731 10022 . . -107.6875 193607
19360831 10022 5523 0 38.5 193608
19360930 10022 1232 0.5 -37.25 193609
19361031 10022 . . 37.75 193610
19361130 10022 1232 0.5 36 193611
19361130 10022 1272 0.25 36 193611
19361231 10022 . . 33.25 193612
19370130 10022 . . 34.75 193701
19370227 10022 . . 34 193702
19370331 10022 1212 0.5 31.875 193703
19370430 10022 . . 29.5 193704
19370528 10022 . . -29.625 193705
19370630 10022 1212 0.5 27.75 193706
19370731 10022 . . -29.25 193707
19370831 10022 . . 27 193708
19370930 10022 1212 0.5 24.25 193709
19371030 10022 . . 23 193710
19371130 10022 . . 18.5 193711
19371231 10022 1212 0.5 15.75 193712
19380131 10022 . . -19.5625 193801
19380228 10022 . . 19.5 193802
19380331 10022 1212 0.5 15.375 193803
19380430 10022 . . -17.25 193804
19380531 10022 . . 16.75 193805
19380630 10022 1212 0.4 17 193806
19380730 10022 . . 18.5 193807
19380831 10022 . . -17.875 193808
19380930 10022 1212 0.4 17.25 193809
19381031 10022 . . 16.875 193810
19381130 10022 . . 16.25 193811
19381231 10022 1212 0.4 14.875 193812
19420331 10022 . . 5.125 194203
19420430 10022 1212 0.25 5.25 194204
19420529 10022 . . 5.875 194205
19420630 10022 . . -5.8125 194206
19420731 10022 . . 6.375 194207
19420831 10022 . . -7.1875 194208
19420930 10022 . . 7.5 194209
19421031 10022 1212 0.25 -7.75 194210
19421130 10022 . . 9.25 194211
19421231 10022 1272 0.25 -9.1875 194212
19430130 10022 . . 9.625 194301
19430227 10022 . . 13 194302
19430331 10022 . . 14 194303
19430430 10022 1212 0.5 13.875 194304
19430529 10022 . . 14.25 194305
19430630 10022 . . 14.25 194306
19430731 10022 . . 13.75 194307
19430831 10022 . . -13.625 194308
19430930 10022 . . 14 194309
19431030 10022 1212 0.5 -14.25 194310
19431130 10022 . . -13.875 194311
19431231 10022 . . 13.75 194312
19440131 10022 . . 14.5 194401
19440229 10022 . . -14.625 194402
19440331 10022 . . 16 194403
19440429 10022 1212 0.5 -15.375 194404
19440531 10022 . . -15.75 194405
19440630 10022 . . -16.9375 194406
19440731 10022 . . 16.875 194407
19440831 10022 . . -17.125 194408
19440930 10022 . . 18.5 194409
19441031 10022 1212 0.75 -16.75 194410
19441130 10022 . . -17.6875 194411
19441230 10022 . . 18.5 194412
19450131 10022 . . 20 194501
19450228 10022 . . -22.0625 194502
19450331 10022 . . 22.5 194503
19450430 10022 1212 0.75 24.375 194504
19450531 10022 . . -24.75 194505
19450630 10022 . . 23.5 194506
19450731 10022 . . -23.375 194507
19450831 10022 . . -24.125 194508
19450929 10022 . . 26 194509
19451031 10022 1212 0.75 28.75 194510
19451130 10022 . . 34 194511
19451231 10022 . . 37.5 194512
19460131 10022 1232 0.5 38 194601
19460228 10022 . . 37.625 194602
19460330 10022 1232 0.5 48 194603
19460430 10022 . . 56.25 194604
19460531 10022 . . 62.5 194605
19460628 10022 1232 0.5 59.5 194606
19460731 10022 . . 56.5 194607
19460830 10022 5523 0 19 194608
19460930 10022 1232 0.25 16.875 194609
19461031 10022 . . 15.25 194610
19461130 10022 . . 15.5 194611
19461231 10022 1232 0.25 14.75 194612
19461231 10022 1272 0.25 14.75 194612
19470131 10022 . . 14.625 194701
19470228 10022 . . 14.625 194702
19470331 10022 1232 0.25 13.875 194703
19470430 10022 . . 12.875 194704
19470529 10022 . . 11.875 194705
19470630 10022 1232 0.25 11.25 194706
19470731 10022 . . 12 194707
19470829 10022 . . 11 194708
19470930 10022 1232 0.25 10.375 194709
19471031 10022 . . 11.25 194710
19471129 10022 . . 10.125 194711
19471231 10022 . . 11 194712
19480131 10022 1232 0.25 11 194801
19480228 10022 . . 10.5 194802
19480331 10022 . . 10.625 194803
19480430 10022 . . 10.25 194804
19480528 10022 1232 0.25 10.625 194805
19480630 10022 . . 10.375 194806
19480730 10022 . . 8.75 194807
19480831 10022 1232 0.125 8.125 194808
19400831 10030 . . -35 194008
19400930 10030 1212 0.4 -37.125 194009
19401031 10030 . . 37.5 194010
19401130 10030 . . 38.75 194011
19401231 10030 1212 0.4 38 194012
19401231 10030 1272 0.6 38 194012
19410131 10030 . . 35 194101
19410228 10030 . . 35.125 194102
19410331 10030 1212 0.4 -33.5 194103
19410430 10030 . . 31 194104
19410531 10030 . . -35.5 194105
19410630 10030 1212 0.4 -36.375 194106
19410630 10030 1272 0.1 -36.375 194106
19410731 10030 . . -37.25 194107
19410830 10030 . . -35 194108
19410930 10030 1212 0.4 34 194109
19410930 10030 1272 0.1 34 194109
19411031 10030 . . 32.125 194110
19411129 10030 . . 30 194111
19411231 10030 1212 0.4 28.5 194112
19411231 10030 1272 0.4 28.5 194112
19420131 10030 . . 31.25 194201
19420228 10030 . . -30.4375 194202
19420331 10030 1212 0.25 -27.375 194203
19420430 10030 . . -24.6875 194204
19420529 10030 . . -24.5 194205
19420630 10030 1212 0.25 24.75 194206
19420630 10030 1272 0.1 24.75 194206
19420731 10030 . . 25.25 194207
19420831 10030 . . -25.5 194208
19420930 10030 1212 0.25 -26.875 194209
19420930 10030 1272 0.1 -26.875 194209
19421031 10030 . . 27.5 194210
19421130 10030 . . 28.5 194211
19421231 10030 1212 0.25 27 194212
19421231 10030 1272 0.5 27 194212
19430130 10030 . . 32.625 194301
19430227 10030 . . 34.75 194302
19430331 10030 1212 0.25 38 194303
19430430 10030 . . 37.75 194304
19430529 10030 . . 40.125 194305
19430630 10030 1212 0.25 -39.25 194306
19430630 10030 1272 0.15 -39.25 194306
19430731 10030 . . 37.5 194307
19430831 10030 . . -36.375 194308
19430930 10030 1212 0.25 37.25 194309
19430930 10030 1272 0.15 37.25 194309
19431030 10030 . . -39.125 194310
19431130 10030 . . 37.25 194311
19431231 10030 1212 0.25 -39.5 194312
19431231 10030 1272 0.5 -39.5 194312
19440131 10030 . . 40 194401
19440229 10030 . . 42 194402
19440331 10030 1212 0.25 39.25 194403
19440331 10030 1272 0.1 39.25 194403
19440429 10030 . . 39 194404
19440531 10030 . . 40.75 194405
19440630 10030 1212 0.25 44.5 194406
19440630 10030 1272 0.15 44.5 194406
19440731 10030 . . 43 194407
19440831 10030 . . 45.25 194408
19440930 10030 1212 0.25 42.25 194409
19440930 10030 1272 0.15 42.25 194409
19441031 10030 . . 44.25 194410
19441130 10030 . . 45 194411
19441230 10030 1212 0.25 45.75 194412
19441230 10030 1272 0.25 45.75 194412
19450131 10030 . . 44.875 194501
19450228 10030 . . 46.5 194502
19450331 10030 1212 0.25 44 194503
19450331 10030 1272 0.1 44 194503
19450430 10030 . . 46 194504
19450531 10030 . . 44.875 194505
19450630 10030 1212 0.25 44.25 194506
19450630 10030 1272 0.15 44.25 194506
19450731 10030 . . 44 194507
19450831 10030 . . 45 194508
19450929 10030 1212 0.25 -51.5 194509
19450929 10030 1272 0.15 -51.5 194509
19451031 10030 . . 52.25 194510
19451130 10030 . . 51.5 194511
19451231 10030 1212 0.25 53 194512
19451231 10030 1272 0.25 53 194512
19460131 10030 . . 56 194601
19460228 10030 . . 51 194602
19460330 10030 1212 0.25 52 194603
19460430 10030 . . 62 194604
19460531 10030 . . 61.5 194605
19460628 10030 1212 0.25 63 194606
19460628 10030 1272 0.25 63 194606
19460731 10030 . . 57 194607
;
run;
%let list= 1262 1272 ;
proc sql;
create table temp as
select permno,date,DISTCD,intnx('year',date,-2,'s') as prev_two_year format=yymmddn8.,intnx('year',date,2,'s') as next_two_year format=yymmddn8.
from have
where DISTCD in ( &list )
order by permno,date;
quit;
data group;
set temp;
if permno ne lag(permno) or (permno eq lag(permno) and prev_two_year gt lag(next_two_year)) then group+1;
run;
data date_range;
set group;
by group;
retain start;
if first.group then start=prev_two_year;
if last.group then do;end=next_two_year; output;end;
keep permno start end;
format start end yymmddn8.;
run;
proc sql;
create table want as
select * from have
except
select a.*
from have as a,date_range as b
where a.permno=b.permno and a.date between b.start and b.end ;
quit;
Ksharp
The data you've posted don't match your narrative. There is neither a permno= 93417 nor a distcd= 1262.
Suggest you align data and text (eg. are in the aligne data also all these missings?) and also best post your data as csv attachement.
The selection your after should be doable with a single SQL statement and then a data step to create the 3 output datasets you're after.
I don't understand why you need this month variable. You might want read a bit about SAS dates, formats and informats and the intnx() calendar function.
The narrative was hypothetical. If you would like a real example it is much the same.....
For example:keep monthdate 193309 for permno 10014 (one month prior), as distcd 1272 exists in 193310 for permno 10014.
Yes I have dabbled with SAS dates but I much prefer to keep my dates as integers as the numbers are convenient to add, subtract, multiply, divide as I see fit.
The SQL sounds promising, as requested a sample of my data is attached in CSV format
Thus the earliest records for each id go into the third dataset? What do you want to do if data for a previous month are missing? What do you want to do if a previous month's PRC is a negative value? Also, how do you want to define previous month? e.g., previous calendar month?
Sorry this is an error with the data source from CRSP. A firms stock price cannot be negative. Disregard or delete any negative PRC.
Those 1262 and 1272 distributions with no 1 month prior PRC (missing or negative) delete, they cant be allocated into any dataset.
Previous month is previous calender month, the column monthdate provides the source to refer back to.
The third dataset should just contain the 1262 and 1272 observations, which:
1) Has a previous calender month PRC to compare the current DIVAMT to
2) The DIVAMT is less than 5% of previous months PRC
Not sure if I correctly understand what you are trying to do but, if not, I think you should be able to modify the following code to accomplish what you want:
data want1 want2 want3;
set sample;
by permno monthdate;
retain last_date last_prc;
if prc gt 0 then do;
if first.monthdate then do;
last_date=lag(date);
last_prc=lag(prc);
end;
if distcd in (1262,1272) then do;
if intck('month',input(put(last_date,8.),yymmdd8.),input(put(date,8.),yymmdd8.)) eq 1
then do;
if divamt/last_prc ge 0.1 then output want1;
else if divamt/last_prc ge 0.05 then output want2;
else output want3;
end;
else output want3;
end;
end;
run;
Looking at your data I understand the key is {permno,date}. Is this correct?
If so then the first thing to do is cleaning up the data as there would be duplicates.
proc sql;
create table DupKeys as
select *, count(*) as dups
from sample
group by permno,date
having count(*)>1
;
quit;
If I understood the key right then once your data is cleaned up below SQL creates a table with all rows having a non missing distcd in the current month and a missing distcd in the previous month (the lag1_<variable name> come from the previous month).
I believe once you've got this result table it's fairly simple to split it up in the way you want to as you can do all selections on row level in a data step.
I've added variable MonthEndDate which always contains the date of the last day of the month (your date variable seems to be a bit inconsistent in this regard).
proc sql;
create table want as
select
intnx('month',input(put(l.date,8.),yymmdd8.),0,'e') as MonthEndDate format=yymmdd10.,
l.*,
r.date as lag1_date,
r.prc as lag1_prc
from sample l,
(select * from sample where distcd is null) r
where l.permno=r.permno
and intck('month',input(put(r.date,8.),yymmdd8.),input(put(l.date,8.),yymmdd8.))=1
and l.distcd not is null
order by l.permno, l.date
;
quit;
And to insist a bit more of how to deal with dates:
All people with SAS experience here in this communities use SAS dates and not date strings (whether they are now stored in a numeric or a character variable) when it comes to any calculations with dates. There must be a reason for this....
Thanks everyone.
In a new separate step, I am looking to perform the following:
For all those permnos which were linked to a 1262 or 1272.... I would like to delete the observations two years before and two years after the 1262 or 1272.
EG: Permno 10022 in 19421231 had a 1272. I would like to delete any observation of 10022 from 19401231 to 19441231.
If I understood what you mean.
data have;
infile datalines expandtabs;
input DATE : yymmdd. PERMNO DISTCD DIVAMT PRC MONTHDATE ;
format DATE yymmddn8. ;
datalines;
19330531 10014 . . 18 193305
19330630 10014 . . 21.625 193306
19330731 10014 1232 0.15 22.875 193307
19330831 10014 . . 30.25 193308
19330930 10014 . . 26.25 193309
19331031 10014 1232 0.15 25.625 193310
19331031 10014 1272 0.15 25.625 193310
19331129 10014 . . 22.625 193311
19331230 10014 . . 22.375 193312
19340131 10014 1232 0.15 21.75 193401
19340131 10014 1272 0.15 21.75 193401
19340228 10014 . . 19.75 193402
19340331 10014 . . 22.625 193403
19340430 10014 1232 0.15 19.625 193404
19340430 10014 1272 0.15 19.625 193404
19340531 10014 . . 19.5 193405
19340630 10014 . . 21.125 193406
19340731 10014 1232 0.15 19.375 193407
19340731 10014 1272 0.15 19.375 193407
19340831 10014 . . 19 193408
19340929 10014 1232 0.15 20.25 193409
19341031 10014 1272 0.15 17.875 193410
19341130 10014 . . 17.625 193411
19341231 10014 . . 18.875 193412
19350131 10014 1232 0.15 17.375 193501
19350131 10014 1272 0.15 17.375 193501
19350228 10014 . . 16.5 193502
19350330 10014 . . 16.25 193503
19350430 10014 1232 0.15 17.75 193504
19350430 10014 1272 0.15 17.75 193504
19350531 10014 . . 17.25 193505
19350629 10014 . . 16.75 193506
19350731 10014 1232 0.15 15.5 193507
19350731 10014 1272 0.15 15.5 193507
19350831 10014 . . 16.5 193508
19350930 10014 . . 15.5 193509
19351031 10014 1232 0.15 13.875 193510
19351031 10014 1272 0.15 13.875 193510
19351130 10014 . . 15.375 193511
19351231 10014 . . 15.375 193512
19360131 10014 1232 0.15 16.375 193601
19360131 10014 1272 0.15 16.375 193601
19360229 10014 . . 15.5 193602
19360331 10014 . . 15 193603
19360430 10014 1232 0.15 14.375 193604
19360430 10014 1272 0.15 14.375 193604
19360529 10014 . . 14.25 193605
19360630 10014 . . 14.125 193606
19360731 10014 1232 0.15 13.625 193607
19360731 10014 1272 0.15 13.625 193607
19360831 10014 . . 14.625 193608
19360930 10014 . . 16.75 193609
19361031 10014 1232 0.15 15.25 193610
19361031 10014 1272 0.15 15.25 193610
19361130 10014 . . 14.5 193611
19361231 10014 . . 14.625 193612
19370130 10014 1212 0.15 14.5 193701
19370130 10014 1272 0.15 14.5 193701
19370227 10014 . . 15 193702
19370331 10014 . . 14.625 193703
19370430 10014 1212 0.15 12.5 193704
19370430 10014 1272 0.15 12.5 193704
19370528 10014 . . 12 193705
19370630 10014 . . 11.375 193706
19370731 10014 1212 0.15 -11.6875 193707
19370731 10014 1272 0.15 -11.6875 193707
19370831 10014 . . 11.625 193708
19370930 10014 . . 12.25 193709
19371030 10014 1212 0.15 11.375 193710
19371030 10014 1272 0.3 11.375 193710
19371130 10014 . . 11.625 193711
19371231 10014 . . 11.5 193712
19380131 10014 1212 0.15 12.5 193801
19380131 10014 1272 0.15 12.5 193801
19380228 10014 . . 11.75 193802
19380331 10014 . . 8.75 193803
19380430 10014 1212 0.15 9.625 193804
19380430 10014 1272 0.15 9.625 193804
19380531 10014 . . 9.875 193805
19380630 10014 . . 10.5 193806
19380730 10014 1212 0.15 11 193807
19380730 10014 1272 0.15 11 193807
19380831 10014 . . 10.375 193808
19380930 10014 . . 9.875 193809
19381031 10014 1212 0.15 9.5 193810
19381031 10014 1272 0.15 9.5 193810
19381130 10014 . . 9.875 193811
19381231 10014 1232 0.25 9.875 193812
19390131 10014 . . 9.75 193901
19390228 10014 . . 9.75 193902
19390331 10014 . . 8.875 193903
19390429 10014 1232 0.25 8 193904
19390531 10014 . . 8.5 193905
19390630 10014 1232 0.15 7.125 193906
19390731 10014 . . 7.5 193907
19390831 10014 . . 6.875 193908
19390930 10014 . . 6.75 193909
19391031 10014 1232 0.15 6.875 193910
19391130 10014 . . 6.75 193911
19391230 10014 . . 6.375 193912
19400131 10014 1212 0.15 6.625 194001
19400229 10014 . . 6.25 194002
19400330 10014 . . 6.25 194003
19400430 10014 1212 0.15 6.125 194004
19400531 10014 . . 4.625 194005
19400629 10014 . . 4.5 194006
19400731 10014 1212 0.15 4.5 194007
19400831 10014 . . 4.5 194008
19400930 10014 . . 4.75 194009
19401031 10014 1212 0.15 4.75 194010
19401130 10014 . . 5.25 194011
19401231 10014 . . 4.625 194012
19410131 10014 1212 0.125 4.625 194101
19410228 10014 . . 4.5 194102
19410331 10014 . . 4.375 194103
19410430 10014 1212 0.125 4 194104
19410531 10014 . . 4 194105
19410630 10014 . . 4 194106
19410731 10014 1212 0.125 4.375 194107
19410830 10014 . . 4.25 194108
19410930 10014 . . 3.25 194109
19411031 10014 . . 2.5 194110
19411129 10014 . . 2.625 194111
19411231 10014 . . 1.625 194112
19420131 10014 . . 2.375 194201
19420228 10014 . . 2 194202
19420331 10014 . . 1.75 194203
19870227 10016 1232 0.22 71.5 198702
19870331 10016 . . 72 198703
19870430 10016 . . 68 198704
19870529 10016 1232 0.22 67.5 198705
19870630 10016 . . 72.5 198706
19870731 10016 . . 78.5 198707
19870831 10016 1232 0.22 79.75 198708
19870930 10016 . . 74 198709
19871030 10016 . . 45.5 198710
19871130 10016 1232 0.23 49.75 198711
19871231 10016 . . 53.5 198712
19880129 10016 . . 56 198801
19880229 10016 1232 0.23 58.5 198802
19880331 10016 . . 63.5 198803
19880429 10016 . . 70 198804
19880531 10016 1232 0.23 71 198805
19880630 10016 . . 68 198806
19880729 10016 . . 67 198807
19880831 10016 1232 0.23 66.25 198808
19880930 10016 . . 67.25 198809
19881031 10016 . . 79 198810
19881130 10016 1232 0.25 73 198811
19881230 10016 1272 0.2 74 198812
19890131 10016 . . 78 198901
19890228 10016 1232 0.3 78 198902
19890331 10016 . . 78 198903
19890428 10016 . . 74.5 198904
19890531 10016 1232 0.3 74.5 198905
19890630 10016 . . 77 198906
19890731 10016 . . 69 198907
19890831 10016 1232 0.3 77 198908
19890929 10016 . . 78.75 198909
19891031 10016 . . 76 198910
19891130 10016 1232 0.3 -73.5 198911
19891229 10016 . . 65 198912
19900131 10016 5523 0 23 199001
19900228 10016 1232 0.125 24 199002
19900330 10016 . . 23.75 199003
19900430 10016 . . 22.75 199004
19900531 10016 1232 0.125 24.25 199005
19900629 10016 . . 24.75 199006
19900731 10016 . . 23 199007
19900831 10016 1232 0.125 17.5 199008
19900928 10016 . . 15.5 199009
19901031 10016 . . 12 199010
19901130 10016 1232 0.125 12 199011
19901231 10016 . . 13.75 199012
19910131 10016 . . 13.25 199101
19270831 10022 . . 47.375 192708
19270930 10022 5533 0 51.5 192709
19270930 10022 1232 0.75 51.5 192709
19271031 10022 . . 56 192710
19271130 10022 . . 58 192711
19271231 10022 1232 1 58.5 192712
19271231 10022 1272 0.25 58.5 192712
19280131 10022 . . -57.1875 192801
19280229 10022 . . 58 192802
19280331 10022 1232 1 62.5 192803
19280331 10022 1272 0.25 62.5 192803
19280430 10022 . . 64 192804
19280531 10022 . . 67.625 192805
19280630 10022 1232 1 64 192806
19280630 10022 1272 0.25 64 192806
19280731 10022 . . 63 192807
19280831 10022 . . 69.125 192808
19280929 10022 1232 1 71 192809
19280929 10022 1272 0.25 71 192809
19281031 10022 . . 73.5 192810
19281130 10022 . . 72.5 192811
19281231 10022 1232 1 68 192812
19281231 10022 1272 0.25 68 192812
19290131 10022 . . 73.75 192901
19290228 10022 . . 69 192902
19290328 10022 1232 1 65 192903
19290328 10022 1272 0.25 65 192903
19290430 10022 . . 67 192904
19290531 10022 . . 64.75 192905
19290629 10022 1232 1 . 192906
19290629 10022 1272 0.25 . 192906
19290731 10022 . . 65.5 192907
19290830 10022 . . 69 192908
19290930 10022 1232 1 -64.75 192909
19290930 10022 1272 0.25 -64.75 192909
19291031 10022 . . 57 192910
19291127 10022 . . 57.375 192911
19291231 10022 1232 1.25 59 192912
19300131 10022 . . 62.375 193001
19300228 10022 . . 63.375 193002
19300331 10022 1232 1.25 62.5 193003
19300430 10022 . . 66.875 193004
19300529 10022 . . -65.3125 193005
19300630 10022 1232 1.25 58.875 193006
19300731 10022 . . 62.375 193007
19300829 10022 . . 63.75 193008
19300930 10022 1232 1.25 61 193009
19301031 10022 . . 59.25 193010
19301129 10022 . . -58.75 193011
19301231 10022 1232 1.25 58.5 193012
19310131 10022 . . 62.75 193101
19310228 10022 . . 64.375 193102
19310331 10022 1232 1.25 -57.0625 193103
19310430 10022 . . 49.75 193104
19310529 10022 . . 49 193105
19310630 10022 1232 1.25 49 193106
19310731 10022 . . 49.75 193107
19310831 10022 . . 48.375 193108
19310930 10022 1232 1.25 30 193109
19311031 10022 . . 34.5 193110
19311130 10022 . . 31 193111
19311231 10022 1232 1.25 23.5 193112
19320130 10022 . . -22.375 193201
19320229 10022 . . 25.5 193202
19320331 10022 1232 0.75 22.25 193203
19320430 10022 . . -18.0625 193204
19320531 10022 . . 14.5 193205
19320630 10022 1232 0.75 15 193206
19320730 10022 . . -20.6875 193207
19320831 10022 . . 23.25 193208
19320930 10022 1232 0.75 -22.625 193209
19321031 10022 . . -20 193210
19321130 10022 . . . 193211
19321231 10022 1232 0.75 22.875 193212
19330131 10022 . . 21.5 193301
19340731 10022 . . 52.5 193407
19340831 10022 . . -54.75 193408
19340929 10022 1232 1 -54.25 193409
19341031 10022 . . -54.625 193410
19341130 10022 . . 63.25 193411
19341231 10022 1232 1 68 193412
19350131 10022 . . -69.6875 193501
19350228 10022 . . 74.875 193502
19350330 10022 1232 1 -67.375 193503
19350330 10022 1272 0.25 -67.375 193503
19350430 10022 . . 74 193504
19350531 10022 . . 76.625 193505
19350629 10022 1232 1.25 -82.75 193506
19350731 10022 . . 93 193507
19350831 10022 . . -89.5 193508
19350930 10022 1232 1.25 94 193509
19351031 10022 . . -91 193510
19351130 10022 . . 94 193511
19351231 10022 1232 1.25 91 193512
19360131 10022 . . -94 193601
19360229 10022 . . -111.625 193602
19360331 10022 1232 1.5 -109.75 193603
19360430 10022 . . 99 193604
19360529 10022 . . -101.75 193605
19360630 10022 1232 1.5 -108.625 193606
19360731 10022 . . -107.6875 193607
19360831 10022 5523 0 38.5 193608
19360930 10022 1232 0.5 -37.25 193609
19361031 10022 . . 37.75 193610
19361130 10022 1232 0.5 36 193611
19361130 10022 1272 0.25 36 193611
19361231 10022 . . 33.25 193612
19370130 10022 . . 34.75 193701
19370227 10022 . . 34 193702
19370331 10022 1212 0.5 31.875 193703
19370430 10022 . . 29.5 193704
19370528 10022 . . -29.625 193705
19370630 10022 1212 0.5 27.75 193706
19370731 10022 . . -29.25 193707
19370831 10022 . . 27 193708
19370930 10022 1212 0.5 24.25 193709
19371030 10022 . . 23 193710
19371130 10022 . . 18.5 193711
19371231 10022 1212 0.5 15.75 193712
19380131 10022 . . -19.5625 193801
19380228 10022 . . 19.5 193802
19380331 10022 1212 0.5 15.375 193803
19380430 10022 . . -17.25 193804
19380531 10022 . . 16.75 193805
19380630 10022 1212 0.4 17 193806
19380730 10022 . . 18.5 193807
19380831 10022 . . -17.875 193808
19380930 10022 1212 0.4 17.25 193809
19381031 10022 . . 16.875 193810
19381130 10022 . . 16.25 193811
19381231 10022 1212 0.4 14.875 193812
19420331 10022 . . 5.125 194203
19420430 10022 1212 0.25 5.25 194204
19420529 10022 . . 5.875 194205
19420630 10022 . . -5.8125 194206
19420731 10022 . . 6.375 194207
19420831 10022 . . -7.1875 194208
19420930 10022 . . 7.5 194209
19421031 10022 1212 0.25 -7.75 194210
19421130 10022 . . 9.25 194211
19421231 10022 1272 0.25 -9.1875 194212
19430130 10022 . . 9.625 194301
19430227 10022 . . 13 194302
19430331 10022 . . 14 194303
19430430 10022 1212 0.5 13.875 194304
19430529 10022 . . 14.25 194305
19430630 10022 . . 14.25 194306
19430731 10022 . . 13.75 194307
19430831 10022 . . -13.625 194308
19430930 10022 . . 14 194309
19431030 10022 1212 0.5 -14.25 194310
19431130 10022 . . -13.875 194311
19431231 10022 . . 13.75 194312
19440131 10022 . . 14.5 194401
19440229 10022 . . -14.625 194402
19440331 10022 . . 16 194403
19440429 10022 1212 0.5 -15.375 194404
19440531 10022 . . -15.75 194405
19440630 10022 . . -16.9375 194406
19440731 10022 . . 16.875 194407
19440831 10022 . . -17.125 194408
19440930 10022 . . 18.5 194409
19441031 10022 1212 0.75 -16.75 194410
19441130 10022 . . -17.6875 194411
19441230 10022 . . 18.5 194412
19450131 10022 . . 20 194501
19450228 10022 . . -22.0625 194502
19450331 10022 . . 22.5 194503
19450430 10022 1212 0.75 24.375 194504
19450531 10022 . . -24.75 194505
19450630 10022 . . 23.5 194506
19450731 10022 . . -23.375 194507
19450831 10022 . . -24.125 194508
19450929 10022 . . 26 194509
19451031 10022 1212 0.75 28.75 194510
19451130 10022 . . 34 194511
19451231 10022 . . 37.5 194512
19460131 10022 1232 0.5 38 194601
19460228 10022 . . 37.625 194602
19460330 10022 1232 0.5 48 194603
19460430 10022 . . 56.25 194604
19460531 10022 . . 62.5 194605
19460628 10022 1232 0.5 59.5 194606
19460731 10022 . . 56.5 194607
19460830 10022 5523 0 19 194608
19460930 10022 1232 0.25 16.875 194609
19461031 10022 . . 15.25 194610
19461130 10022 . . 15.5 194611
19461231 10022 1232 0.25 14.75 194612
19461231 10022 1272 0.25 14.75 194612
19470131 10022 . . 14.625 194701
19470228 10022 . . 14.625 194702
19470331 10022 1232 0.25 13.875 194703
19470430 10022 . . 12.875 194704
19470529 10022 . . 11.875 194705
19470630 10022 1232 0.25 11.25 194706
19470731 10022 . . 12 194707
19470829 10022 . . 11 194708
19470930 10022 1232 0.25 10.375 194709
19471031 10022 . . 11.25 194710
19471129 10022 . . 10.125 194711
19471231 10022 . . 11 194712
19480131 10022 1232 0.25 11 194801
19480228 10022 . . 10.5 194802
19480331 10022 . . 10.625 194803
19480430 10022 . . 10.25 194804
19480528 10022 1232 0.25 10.625 194805
19480630 10022 . . 10.375 194806
19480730 10022 . . 8.75 194807
19480831 10022 1232 0.125 8.125 194808
19400831 10030 . . -35 194008
19400930 10030 1212 0.4 -37.125 194009
19401031 10030 . . 37.5 194010
19401130 10030 . . 38.75 194011
19401231 10030 1212 0.4 38 194012
19401231 10030 1272 0.6 38 194012
19410131 10030 . . 35 194101
19410228 10030 . . 35.125 194102
19410331 10030 1212 0.4 -33.5 194103
19410430 10030 . . 31 194104
19410531 10030 . . -35.5 194105
19410630 10030 1212 0.4 -36.375 194106
19410630 10030 1272 0.1 -36.375 194106
19410731 10030 . . -37.25 194107
19410830 10030 . . -35 194108
19410930 10030 1212 0.4 34 194109
19410930 10030 1272 0.1 34 194109
19411031 10030 . . 32.125 194110
19411129 10030 . . 30 194111
19411231 10030 1212 0.4 28.5 194112
19411231 10030 1272 0.4 28.5 194112
19420131 10030 . . 31.25 194201
19420228 10030 . . -30.4375 194202
19420331 10030 1212 0.25 -27.375 194203
19420430 10030 . . -24.6875 194204
19420529 10030 . . -24.5 194205
19420630 10030 1212 0.25 24.75 194206
19420630 10030 1272 0.1 24.75 194206
19420731 10030 . . 25.25 194207
19420831 10030 . . -25.5 194208
19420930 10030 1212 0.25 -26.875 194209
19420930 10030 1272 0.1 -26.875 194209
19421031 10030 . . 27.5 194210
19421130 10030 . . 28.5 194211
19421231 10030 1212 0.25 27 194212
19421231 10030 1272 0.5 27 194212
19430130 10030 . . 32.625 194301
19430227 10030 . . 34.75 194302
19430331 10030 1212 0.25 38 194303
19430430 10030 . . 37.75 194304
19430529 10030 . . 40.125 194305
19430630 10030 1212 0.25 -39.25 194306
19430630 10030 1272 0.15 -39.25 194306
19430731 10030 . . 37.5 194307
19430831 10030 . . -36.375 194308
19430930 10030 1212 0.25 37.25 194309
19430930 10030 1272 0.15 37.25 194309
19431030 10030 . . -39.125 194310
19431130 10030 . . 37.25 194311
19431231 10030 1212 0.25 -39.5 194312
19431231 10030 1272 0.5 -39.5 194312
19440131 10030 . . 40 194401
19440229 10030 . . 42 194402
19440331 10030 1212 0.25 39.25 194403
19440331 10030 1272 0.1 39.25 194403
19440429 10030 . . 39 194404
19440531 10030 . . 40.75 194405
19440630 10030 1212 0.25 44.5 194406
19440630 10030 1272 0.15 44.5 194406
19440731 10030 . . 43 194407
19440831 10030 . . 45.25 194408
19440930 10030 1212 0.25 42.25 194409
19440930 10030 1272 0.15 42.25 194409
19441031 10030 . . 44.25 194410
19441130 10030 . . 45 194411
19441230 10030 1212 0.25 45.75 194412
19441230 10030 1272 0.25 45.75 194412
19450131 10030 . . 44.875 194501
19450228 10030 . . 46.5 194502
19450331 10030 1212 0.25 44 194503
19450331 10030 1272 0.1 44 194503
19450430 10030 . . 46 194504
19450531 10030 . . 44.875 194505
19450630 10030 1212 0.25 44.25 194506
19450630 10030 1272 0.15 44.25 194506
19450731 10030 . . 44 194507
19450831 10030 . . 45 194508
19450929 10030 1212 0.25 -51.5 194509
19450929 10030 1272 0.15 -51.5 194509
19451031 10030 . . 52.25 194510
19451130 10030 . . 51.5 194511
19451231 10030 1212 0.25 53 194512
19451231 10030 1272 0.25 53 194512
19460131 10030 . . 56 194601
19460228 10030 . . 51 194602
19460330 10030 1212 0.25 52 194603
19460430 10030 . . 62 194604
19460531 10030 . . 61.5 194605
19460628 10030 1212 0.25 63 194606
19460628 10030 1272 0.25 63 194606
19460731 10030 . . 57 194607
;
run;
%let list= 1262 1272 ;
proc sql;
create table temp as
select permno,date,DISTCD,intnx('year',date,-2,'s') as prev_two_year format=yymmddn8.,intnx('year',date,2,'s') as next_two_year format=yymmddn8.
from have
where DISTCD in ( &list )
order by permno,date;
quit;
data group;
set temp;
if permno ne lag(permno) or (permno eq lag(permno) and prev_two_year gt lag(next_two_year)) then group+1;
run;
data date_range;
set group;
by group;
retain start;
if first.group then start=prev_two_year;
if last.group then do;end=next_two_year; output;end;
keep permno start end;
format start end yymmddn8.;
run;
proc sql;
create table want as
select * from have
except
select a.*
from have as a,date_range as b
where a.permno=b.permno and a.date between b.start and b.end ;
quit;
Ksharp
Thanks Ksharp I can understand the process and what you are doing is correct. However with this code, my want database produces the same number of observations as my have database. Surely the number would decrease by a few thousands at least?
On behalf of Theory ,It should be smaller table.
Not seeing your real data and Log , It is hard to suggest you something.
Ksharp
Hi I have attached my sample data (i am sorry this is not the whole database, too big to upload). With the log there seems to be an error with the intnx....
You will notice I have a few more variables and year is referred to as fyear.
I can't believe your INTNX can't work. Is your DATE variable SAS DATE type ? I highly skeptic it is CHARACTER.
Here is the LOG I runned the data you posted at the first . I have to leave now.
485 %let list= 1262 1272 ;
486 proc sql;
487 create table temp as
488 select permno,date,DISTCD,intnx('year',date,-2,'s') as prev_two_year
488! format=yymmddn8.,intnx('year',date,2,'s') as next_two_year format=yymmddn8.
489 from have
490 where DISTCD in ( &list )
491 order by permno,date;
NOTE: Table WORK.TEMP created, with 53 rows and 5 columns.
492 quit;
NOTE: PROCEDURE SQL used (Total process time):
real time 1.35 seconds
cpu time 0.04 seconds
493 data group;
494 set temp;
495 if permno ne lag(permno) or (permno eq lag(permno) and prev_two_year gt lag(next_two_year)) then
495! group+1;
496 run;
NOTE: There were 53 observations read from the data set WORK.TEMP.
NOTE: The data set WORK.GROUP has 53 observations and 6 variables.
NOTE: DATA statement used (Total process time):
real time 0.01 seconds
cpu time 0.02 seconds
497 data date_range;
498 set group;
499 by group;
500 retain start;
501 if first.group then start=prev_two_year;
502 if last.group then do;end=next_two_year; output;end;
503 keep permno start end;
504 format start end yymmddn8.;
505 run;
NOTE: There were 53 observations read from the data set WORK.GROUP.
NOTE: The data set WORK.DATE_RANGE has 6 observations and 3 variables.
NOTE: DATA statement used (Total process time):
real time 0.02 seconds
cpu time 0.01 seconds
506 proc sql;
507 create table want as
508 select * from have
509 except
510 select a.*
511 from have as a,date_range as b
512 where a.permno=b.permno and a.date between b.start and b.end ;
NOTE: Table WORK.WANT created, with 36 rows and 6 columns.
513 quit;
NOTE: PROCEDURE SQL used (Total process time):
real time 0.06 seconds
cpu time 0.01 seconds
Ksharp
no my dates are not in sas format they are numeric
can we tweak the code to account for this?
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