dataframe - Python pandas: delete the data in a data frame that the size of data is below a value -


i have data frame called df(this example, real data big, please consider computing speed) following:

   name   id     text     tom    1      a1      lucy   2      b1     john   3      c1     tick   4      d1     tom    1      a2      lucy   2      b2     john   3      c2     tick   4      d2     tom    1      a3      lucy   2      b3     john   3      c3     tick   4      d3     tom    1      a4      tick   4      d4     tom    1      a5      lucy   2      b5     tick   4      d5

the dataframe can grouped name(tom, john, lucy, tick). want delete data size of each group(by name)is less 5. mean since size of name of lucy , john less 5, want delete these data , new df(just have tick , tom data), such as.

could tell me how it,please! thanks!

i think can use filter this. 1 line:

df = pd.dataframe({'name': ['tom','lucy','john','tick','tom','lucy','john','tick', 'tom', 'lucy','john','tick','tom','tick','tom', 'lucy','tick'], 'id':[1,2,3,4,1,2,3,4,1,2,3,4,1,4,1,2,4],'text':['a1','b1','c1','d1','a2','b2','c2','d2','a3','b3','c3','d3','a4','d4','a5','b5','d5']})  df.groupby('name').filter(lambda x: len(x) >= 5)

and output tick , tom:

   id  name text 0    1   tom   a1 3    4  tick   d1 4    1   tom   a2 7    4  tick   d2 8    1   tom   a3 11   4  tick   d3 12   1   tom   a4 13   4  tick   d4 14   1   tom   a5 16   4  tick   d5

-

Comments

Post a Comment

Popular posts from this blog

amazon web services - S3 Pre-signed POST validate file type? -

i know it's possible put limit on file size content-length-range header. possible validate file type? https://docs.aws.amazon.com/amazons3/latest/dev/httppostforms.html#policyconditions i see there content-type header, if set say, audio/mp3 allow mp3 files , return error if file not mp3? i found previous question answers mention validating file size: s3 direct upload restricting file size , type you can specify content-type @ post request. you can specify @ signature, post must done content-type: { "expiration": "2007-12-01t12:00:00.000z", "conditions": [ {"acl": "public-read" }, {"bucket": "johnsmith" }, {"content-type: "audio/mp3"} ] } creating html form (using aws signature version 4) edit: @ previous question found, checking content-type.
Read more

c# - Check Keyboard Input Winforms -

i wondering if instead of doing this protected override void onkeydown(keyeventargs e) { if (e.keycode == keys.a) console.writeline("the key down."); } i set bool method , this: if(keydown(keys.a)) // whatever here i've been sitting here ages trying figure out how it. can't wrap head around it. in case wondering, plan call bool inside different method, check input. since want perform action after pressing key, using keydown event enough. but in cases suppose want check if specific key down in middle of process, can use getkeystate method way: [dllimport("user32.dll", charset = charset.auto, exactspelling = true)] public static extern short getkeystate(int keycode); public const int key_pressed = 0x8000; public static bool iskeydown(keys key) { return convert.toboolean(getkeystate((int)key) & key_pressed); } you should know, each time check key state using example iskeydown(keys.a) method returns true if ke...
Read more