I have a unstructured Xslx file. I want to get the full row if the values are present in the sheet. For example
A B C D F
abc 10 24 32 54
cdf 9 10 34 98
mgl 11 90 21 98
fgd 1 9 2 10
I want to get if the 10 value present in the sheet to get the full row values
output =>
abc 10 24 32 54
cdf 9 10 34 98
fgd 1 9 2 10
thanks for the contributions
Use DataFrame.eq
with DataFrame.any
for test if at least one True
per rows:
df = pd.read_excel('file.xlsx')
df1 = df[df.eq(10).any(axis=1)]
Or:
df1 = df[(df == 10).any(axis=1)]
print (df1)
A B C D F
0 abc 10 24 32 54
1 cdf 9 10 34 98
3 fgd 1 9 2 10