CODEWITHSUNDEEP
pythonpandasplot
ahajib
ahajib

Reputation: 13510

Plot multiple rows of a pandas dataframe

I have a pandas dataframe which looks like:

A    B    C    D
1    2    3    4
5    6    7    8
9    10   11   12

And I need to plot all three rows and not columns. I know I can use iloc if I want a specific row but looking for something that could plot all rows together:

df.iloc[0]

I have also tried:

df.plot()

which plots columns A,B,... instead of rows.

NOTE: Number of rows is variable for different dataframes and could be up to 200 so I am not interested in setting colors or stuff like that

Upvotes: 5

Views: 9773

Answers (2)

Vaishali
Vaishali

Reputation: 38415

You can transpose the dataframe and then plot to plot the rows

df.T.plot()

enter image description here

Upvotes: 10

EHB
EHB

Reputation: 1187

So, you're plotting columns of data vs rows? Sounds like you need to transpose your dataframe. Use df.T.plot()

Upvotes: 2

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