I have the original data that looks like this
cp
-0.094391
-0.26169
-0.33073
-0.22134
-0.086641
-0.022418
0.026102
0.15488
0.31659
0.47564
0.62409
0.69289
0.66066
0.39925
-0.098799
-0.26515
-0.33076
-0.22232
-0.086641
-0.021011
0.02751
0.16129
0.31832
0.47096
0.61332
.
.
.
and I want to stack all of the values by taking four values into the next column like this below. (And I want to delete 'cp' letter as well. )
-0.094391 -0.086641 0.31659 ....
-0.26169 -0.022418 0.47564 ....
-0.33073 0.026102 0.62409 ....
-0.22134 0.15488 0.69289 ....
How can I reshape this data using import csv
python module?
This should do the trick. Replace the file paths with yours to make it work.
import csv
final_csv = [[] for i in range(4)]
with open("./test.csv") as myfile:
rd = csv.reader(myfile)
no_header_rd = list(rd)[1:]
i = 0
for row in no_header_rd:
final_csv[i % 4].append(row[0])
i += 1
with open("./output.csv", 'w') as myoutputfile:
wr = csv.writer(myoutputfile)
wr.writerows(final_csv)
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