python - pandas groupby apply on multiple columns -

-

i trying apply same function multiple columns of groupby object, such as:

in [51]: df out[51]:                     b group 0   0.738628  0.242605  grp1 1   0.411315  0.340703  grp1 2   0.328785  0.780767  grp1 3   0.059992  0.853132  grp1 4   0.041380  0.368674  grp1 5   0.181592  0.632006  grp1 6   0.427660  0.292086  grp1 7   0.582361  0.239835  grp1 8   0.158401  0.328503  grp2 9   0.430513  0.540628  grp2 10  0.436652  0.085609  grp2 11  0.164037  0.381844  grp2 12  0.560781  0.098178  grp2  in [52]: df.groupby('group')['a'].apply(pd.rolling_mean, 2, min_periods = 2) out[52]:  0          nan 1     0.574971 2     0.370050 3     0.194389 4     0.050686 5     0.111486 6     0.304626 7     0.505011 8          nan 9     0.294457 10    0.433582 11    0.300345 12    0.362409 dtype: float64  in [53]:

however, if try df.groupby('group')['a', 'b'].apply(pd.rolling_mean, 2, min_periods = 2) or df.groupby('group')[['a', 'b']].apply(pd.rolling_mean, 2, min_periods = 2), both give me valueerror: not convert string float: grp1. correct way apply function multiple columns @ once?

i think looking transform - applies function each group.

>>> df.groupby('group').transform(pd.rolling_mean, 2, min_periods=2)                    b 0        nan       nan 1   0.574971  0.291654 2   0.370050  0.560735 3   0.194388  0.816950 4   0.050686  0.610903 5   0.111486  0.500340 6   0.304626  0.462046 7   0.505010  0.265961 8        nan       nan 9   0.294457  0.434566 10  0.433582  0.313119 11  0.300344  0.233727 12  0.362409  0.240011

Comments

Post a Comment

Popular posts from this blog

css - Which browser returns the correct result for getBoundingClientRect of an SVG element? -

-
this svg contains rect overflows svg element: <svg id='svg' width='10' height='10'> <rect x='-10' y='-10' width='30' height='30'/> </svg> chrome 28 , opera 12 return getboundingclientrect() svg element width , height of 10. firefox 23 reports width , height of 30. correct? jsfiddle the relevant spec cssom , delegates svg spec if svg element not "have associated css layout box". haven't found definition of "having associated css layout box", correct result seem hinge on definition, getbbox returns 30x30 rect in browsers. this firefox bug fixed now, fix in firefox nightlies , should make through firefox 33 released on 14 october 2014. see bug 530985 details.
Read more

gcc - Calling fftR4() in c from assembly -

-
i trying asm fft implementation www.embeddedsignals.com work. running make gives error: undefined reference fftr4(short*, short*, int) at top of asm have .syntax unified .thumb .global fftr4 .type fftr4, %function and there #define's associate c functions arguments registers followed macros fftr4 function uses. after that, fftr4 called .thumb_func fftr4: stmfd sp!, {r4-r11, lr} mov tmp0, #0 // bit reversed counter mov tmp1, #0 .word 0xf3a2fa92 //rbit r3,r2 //rbit r,n lsl r,#3 and c code follows: void fftr4(short *y, short *x, int n); short x[512]; short y[512]; int i; void loop() { (i=0;i<512;i++) x[i]=0; (i=0;i<512;i=i+8) { x[i+0]=16384; x[i+2]=16384; x[i+4]=-16384; x[i+6]=-16384;} fftr4(y, x, 256); serialusb.println(y[128]); serialusb.println(y[129]); serialusb.println(y[384]); serialusb.println(y[385]); // expected results: //y[128]is 8191; y[129] -8190 y[
Read more

Function that returns a formatted array in VBA -

-
i have function prints excel data text file in array format following: [ ['id', 'label', 'longitude', 'latitude', 'country', 'region', 'ttl_wt_flw_thru', 'sum-of-bol-wt', 'count of wdr_ref', 'ratio'], ['aeauh', 'abu dhabi, united arab emirates', 54.3666667, 24.4666667, 'ae', 'eame', 66, 30, 8432, 281.066666666667], ['aedxb', 'dubai, united arab emirates', 55.307485, 25.271139, 'ae', 'eame', 682, 3, 8369, 2789.66666666667] ] my code writing array is: function fillsourcearray() dim long, j long, s string dim lastrow double dim s1 string 'opens file filepath = filepath & "dataarray" & ".txt" open filepath output #1 'read source data dataarray = sheets("nodes").cells(1).currentregion.value 'determine lastrow lastrow = sheets("nodes").range
Read more