Pandas: Reading Excel with merged cells Pandas: Reading Excel with merged cells pandas pandas

Pandas: Reading Excel with merged cells


You could use the Series.fillna method to forword-fill in the NaN values:

df.index = pd.Series(df.index).fillna(method='ffill')

For example,

In [42]: dfOut[42]:        Sample    CD4   CD8Day 1    8311  17.30  6.44NaN      8312  13.60  3.50NaN      8321  19.80  5.88NaN      8322  13.50  4.09Day 2    8311  16.00  4.92NaN      8312   5.67  2.28NaN      8321  13.00  4.34NaN      8322  10.60  1.95[8 rows x 3 columns]In [43]: df.index = pd.Series(df.index).fillna(method='ffill')In [44]: dfOut[44]:        Sample    CD4   CD8Day 1    8311  17.30  6.44Day 1    8312  13.60  3.50Day 1    8321  19.80  5.88Day 1    8322  13.50  4.09Day 2    8311  16.00  4.92Day 2    8312   5.67  2.28Day 2    8321  13.00  4.34Day 2    8322  10.60  1.95[8 rows x 3 columns]


df = df.fillna(method='ffill', axis=0)  # resolved updating the missing row entries