i am trying to change the background color in my dataframe if a column contains a certain string however i cant seem to get it to work. I have the following code so far:
def highlight_cells(StartingDataFrame):
if StartingDataFrame[StartingDataFrame['HRC'].str.contains("HRC")]:
return ['background-color: red']*5
else:
return ['background-color: white']*5
StartingDataFrame.style.apply(highlight_cells, axis=1)
but it doesn’t seem to do anything to the cells. Is there anything i am doing wrong?
Code:
StartingDataFrame = pd.DataFrame({'HRC':['aaa','HRD ','HRC oo'],
'A':[1,2,3]})
def highlight_cells(x):
c1 = 'background-color: red'
c = 'background-color: white'
#if True are strings
m1 = StartingDataFrame['HRC'].str.contains("HRC")
df1 = pd.DataFrame(c, index=x.index, columns=x.columns)
df1.loc[m1, 'HRC'] = c1
return df1
StartingDataFrame.style.apply(highlight_cells,axis=None)
StartingDataFrame.to_excel("outputTest.xlsx")
Advertisement
Answer
You can use custom function for create DataFrame of styles:
StartingDataFrame = pd.DataFrame({'HRC':['aaa','HRD ','HRC oo'],
'A':[1,2,3]})
def highlight_cells(x):
c1 = 'background-color: red'
c = 'background-color: white'
#if True are strings
m1 = StartingDataFrame['HRC'].str.contains("HRC", na=False)
df1 = pd.DataFrame(c, index=x.index, columns=x.columns)
df1.loc[m1, 'HRC'] = c1
return df1
(StartingDataFrame.style.apply(highlight_cells,axis=None)
.to_excel("outputTest.xlsx", index=False))
Another solution is slect columns for test values by in:
def highlight_cells(val):
color = 'red' if 'HRC' in val else 'white'
return f'background-color: {color}'
(StartingDataFrame.style.applymap(highlight_cells, subset=['HRC'])
.to_excel("outputTest.xlsx", index=False))
EDIT: In your solution need assign back:
styles = StartingDataFrame.style.apply(highlight_cells,axis=None)
styles.to_excel("outputTest.xlsx")