通过groupby为DataFrame显示空周

时间:2015-12-02 06:31:03

标签: python pandas group-by dataframe

我在我的数据框架上使用group DescriptionWeekCount来获取每周计数,如下所示: Description Week count 527 N25846 External EMERGENCY STOP 2015-05-03 77 528 N25846 External EMERGENCY STOP 2015-05-10 983 529 N25846 External EMERGENCY STOP 2015-05-17 245 530 N25846 External EMERGENCY STOP 2015-05-24 897 531 N25846 External EMERGENCY STOP 2015-05-31 2144 532 N25846 External EMERGENCY STOP 2015-06-07 926 533 N25846 External EMERGENCY STOP 2015-06-14 1082 534 N25846 External EMERGENCY STOP 2015-06-21 1935 535 N25846 External EMERGENCY STOP 2015-06-28 1511 536 N25846 External EMERGENCY STOP 2015-07-05 3206 537 N25846 External EMERGENCY STOP 2015-07-12 2031 538 N25846 External EMERGENCY STOP 2015-07-19 590 539 N25846 External EMERGENCY STOP 2015-07-26 1085 540 N25846 External EMERGENCY STOP 2015-08-02 162 541 N25846 External EMERGENCY STOP 2015-08-09 922 542 N25846 External EMERGENCY STOP 2015-08-16 655 543 N25846 External EMERGENCY STOP 2015-08-23 114 544 N25846 External EMERGENCY STOP 2015-08-30 42 616 N38 Excessive servo lag in Z 2015-08-23 1 676 N418 Program start undefined 11 2015-08-23 1 679 N4226 8BD0 Excessive servo lag in V 2015-08-23 1 680 N4226 8BD0 Excessive servo lag in Y 2015-08-23 1 681 N4226 8BD0 Excessive servo lag in Z 2015-08-23 1 762 N51 Positioning error 2015-08-23 1 1471 P69 Tool magazine error# 3 2015-08-23 1 1567 P795 0-SIGNAL LUBRICATION FEEDBACK 2015-08-23 1 1908 Powerfail AC, HDD lock:15.08.2015 01:32:40.533... 2015-08-23 1 1976 number of missing logbook entries: 18 2015-08-23 1 175 N156 MP: not defined 2015-08-30 1

到达最后,我们看到空的周没有显示出来。有没有办法显示每个Description的空周数,其中没有数周显示?

所需输出: Description Week count N156 MP: not defined 2015-05-03 0 N156 MP: not defined 2015-05-10 0 N156 MP: not defined 2015-05-17 0 N156 MP: not defined 2015-05-24 0 N156 MP: not defined 2015-05-31 0 N156 MP: not defined 2015-06-07 0 N156 MP: not defined 2015-06-14 0 N156 MP: not defined 2015-06-21 0 N156 MP: not defined 2015-06-28 0 N156 MP: not defined 2015-07-05 0 N156 MP: not defined 2015-07-12 0 N156 MP: not defined 2015-07-19 0 N156 MP: not defined 2015-07-26 0 N156 MP: not defined 2015-08-02 0 N156 MP: not defined 2015-08-09 0 N156 MP: not defined 2015-08-16 0 N156 MP: not defined 2015-08-23 0 N156 MP: not defined 2015-08-30 1

1 个答案:

答案 0 :(得分:1)

假设“空白周”'缺少值(?)。 docs

  

GroupBy中的NA组被自动排除。

如果是这个原因,您需要在.fillna(value)之前使用您选择的来应用.groupby() - 例如0。